tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=150
objective=regression
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44 Column_45 Column_46 Column_47 Column_48 Column_49 Column_50 Column_51 Column_52 Column_53 Column_54 Column_55 Column_56 Column_57 Column_58 Column_59 Column_60 Column_61 Column_62 Column_63 Column_64 Column_65 Column_66 Column_67 Column_68 Column_69 Column_70 Column_71 Column_72 Column_73 Column_74 Column_75 Column_76 Column_77 Column_78 Column_79 Column_80 Column_81 Column_82 Column_83 Column_84 Column_85 Column_86 Column_87 Column_88 Column_89 Column_90 Column_91 Column_92 Column_93 Column_94 Column_95 Column_96 Column_97 Column_98 Column_99 Column_100 Column_101 Column_102 Column_103 Column_104 Column_105 Column_106 Column_107 Column_108 Column_109 Column_110 Column_111 Column_112 Column_113 Column_114 Column_115 Column_116 Column_117 Column_118 Column_119 Column_120 Column_121 Column_122 Column_123 Column_124 Column_125 Column_126 Column_127 Column_128 Column_129 Column_130 Column_131 Column_132 Column_133 Column_134 Column_135 Column_136 Column_137 Column_138 Column_139 Column_140 Column_141 Column_142 Column_143 Column_144 Column_145 Column_146 Column_147 Column_148 Column_149 Column_150
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tree_sizes=1388 1440 1434 1430 1439 1443 1441 1432 1440 1449 1438 1442 1444 1452 1451 1437 1445 1448 1436 1447 1451 1430 1438 1444 1426 1450 1436 1446 1442 1450 1447 1449 1436 1453 1436 1460 1450 1447 1431 1445 1455 1436 1450 1435 1437 1443 1451 1443 1449 1450 1442 1448 1443 1446 1448 1441 1448 1440 1443 1451 1453 1456 1445 1448 1436 1446 1433 1449 1440 1455 1436 1453 1439 1448 1442 1456 1452 1440 1447 1439 1444 1444 1444 1448 1454 1439 1459 1445 1456 1440 1449 1448 1448 1438 1447 1451 1444 1451 1447 1447 1454 1447 1447 1456 1451 1444 1448 1459 1455 1455 1440 1457 1451 1452 1447 1455 1447 1451 1448 1455 1450 1450 1442 1439 1449 1453 1449 1451 1450 1452 1459 1446 1455 1445 1461 1441 1452 1459 1454 1457 1445 1447 1451 1450 1454 1454 1449 1456 1443 1462 1437 1443 1454 1443 1451 1457 1461 1436 1462 1452 1468 1453 1456 1452 1458 1460 1457 1458 1461 1462 1439 1467 1458 1453 1460 1458 1453 1455 1459 1457 1455 1451 1464 1457 1459 1458 1459 1466 1460 1452 1457 1459 1469 1453 1467 1462 1436 1457 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Tree=0
num_leaves=12
num_cat=0
split_feature=4 143 52 58 79 77 0 81 109 2 1
split_gain=25.5618 23.9896 15.5175 12.8729 7.31211 9.48413 6.42151 6.1882 6.09835 6.1981 8.85236
threshold=0.0026012937305495147 0.055838862434029586 0.00899649551138282 0.00060774214216507982 0.00082683752407319855 0.00057154725072905432 0.00087947337306104611 0.0044099434744566688 0.02129978779703379 0.00040826165059115743 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 -1 -2 -5 9 10 -4
right_child=1 -3 8 7 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.24424137803283455 0.25972217478238463 0.26915702615840537 0.24751105671204415 0.24221926913340214 0.2477525007174563 0.262049351291053 0.25059618160899355 0.24673704292659984 0.23415529173077104 0.26397875810015764 0.25961532182107894
leaf_weight=154.76935839653015 326.11027324199677 336.75672543048859 539.71381497383118 2341.709151506424 977.76875531673431 353.31423199176788 1862.0894757509232 2044.5967575311661 55.503946542739868 203.43952643871307 364.22766649723053
leaf_count=99 124 77 276 1487 420 100 869 1090 50 62 126
internal_value=0.249073 0.254251 0.247214 0.24596 0.250787 0.256625 0.251957 0.244325 0.253546 0.254519 0.252389
internal_weight=0 2524.96 7035.04 5872.16 1485.85 508.084 2188.2 4386.31 1162.88 1107.38 903.941
internal_count=4780 1070 3710 3196 619 199 993 2577 514 464 402
is_linear=0
shrinkage=1


Tree=1
num_leaves=12
num_cat=0
split_feature=29 52 143 60 76 78 52 92 81 60 4
split_gain=22.8196 19.0512 17.1262 13.2812 13.1521 9.95055 8.56264 8.6854 8.86426 7.82671 7.63179
threshold=0.015675474889576439 0.00899649551138282 0.035692447796463973 0.025578102096915249 0.00017767510871635753 0.048151826485991485 0.0046923852059990176 0.0014427106943912806 0.0013146653072908523 0.00062670491752214741 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 -1 -2 8 -8 -9 -3
right_child=2 10 -4 -5 -6 -7 7 9 -10 -11 -12
leaf_value=-0.0033132605017157659 -0.0026156600667469458 -0.0087961084586307362 0.016184723420821646 0.0074252770710859384 -0.0085602701772994512 0.004682984328501969 0.023872331978431565 -0.0096556788410604357 0.0064136278593642385 0.0055038758815979883 0.0064362535052011069
leaf_weight=3469.3666622638702 660.80609583854675 131.36402344703674 426.12510430812836 408.81817853450775 1512.4380404949188 668.04268372058868 155.51877760887146 169.20038449764252 320.27884638309479 444.43438172340393 1193.6065047979355
leaf_count=1848 377 86 109 150 1031 238 35 112 143 174 477
internal_value=0 -0.00159149 0.00539929 -0.00301674 -0.00377244 -0.00202207 0.00277262 0.00604087 0.012124 0.00132297 0.00492549
internal_weight=0 7383.64 2176.36 6058.67 5649.85 4137.41 1750.24 1089.43 475.798 613.635 1324.97
internal_count=4780 3830 950 3267 3117 2086 841 464 178 286 563
is_linear=0
shrinkage=0.06


Tree=2
num_leaves=12
num_cat=0
split_feature=82 4 54 142 142 52 60 4 145 60 21
split_gain=15.8421 11.2553 8.17742 16.4513 12.4345 7.62495 7.38658 7.11869 7.09993 7.01562 6.54578
threshold=0.00055427959887310873 0.0026012937305495147 0.0010585968848317864 0.027182282879948619 0.055838862434029586 0.00899649551138282 0.0084566329605877417 0.00017767510871635753 0.0045489775948226461 0.0033348383149132137 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 6 7 -3 -4 -1 -5 -9 -2
right_child=1 5 3 8 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.0015320817845831747 -0.00050180737478004939 -0.0010861941907693959 -0.0035171037425432376 0.0052081493524645814 0.020181010570057282 0.0072824137753435382 0.0082704368494502644 0.0041706385400172522 0.023081490549997252 0.0154404812305255 -0.0054363188434800799
leaf_weight=516.2148026227951 1529.8667434453964 982.56973075866699 1462.7936205863953 191.04130339622498 198.17016398906708 651.93951427936554 220.09071040153503 767.2144181728363 137.66383731365204 268.3861688375473 2634.0486698150635
leaf_count=271 788 489 768 67 33 272 77 295 27 72 1621
internal_value=0 -0.00196718 0.00303248 0.000423133 0.00603171 0.00225195 -0.00197511 0.00422363 0.0126984 0.00709254 -0.00362338
internal_weight=0 5798.42 3761.58 2011.59 1749.99 1634.51 1682.88 1551.82 328.705 1035.6 4163.92
internal_count=4780 3170 1610 939 671 761 845 638 94 367 2409
is_linear=0
shrinkage=0.06


Tree=3
num_leaves=12
num_cat=0
split_feature=142 78 52 59 82 126 5 148 71 54 105
split_gain=35.1678 11.0373 15.5551 8.55888 7.297 6.18852 5.87732 5.63673 5.6346 5.3471 5.13996
threshold=0.027182282879948619 0.072653736919164671 0.00899649551138282 0.048151826485991485 0.0020292587578296666 0.0013146653072908523 0.00057154725072905432 0.0070226341485977182 0.055838862434029586 0.0014881226234138014 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 -1 8 -7 -5 -4 -3 -2
right_child=3 9 5 7 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0018559559685323544 0.010950886652835131 0.0094391545058143452 -0.00066833420216905204 0.020842704317070342 -0.0062054666026673012 -0.0037092411925150099 0.017434900437885377 0.005601859051657926 0.0082756250100880519 -0.0017480651622551119 0.00072820149777657933
leaf_weight=4062.0036062002182 353.31423199176788 478.67352366447449 947.78257429599762 310.02115368843079 2109.7822824716568 63.461853861808777 185.67826354503632 121.74802267551422 346.09169399738312 226.56382918357849 354.87864804267883
leaf_count=2107 100 124 490 61 1367 41 46 45 142 99 158
internal_value=0 -0.00133896 -0.00199577 0.00988984 -0.00334288 0.0033923 0.0120497 0.0165475 0.00172449 0.00584542 0.00582908
internal_weight=0 8420.04 7714.8 1139.96 6171.79 1543.01 249.14 431.769 1293.87 705.237 708.193
internal_count=4780 4416 4193 364 3474 719 87 106 632 223 258
is_linear=0
shrinkage=0.06


Tree=4
num_leaves=12
num_cat=0
split_feature=59 80 52 45 60 17 40 135 20 148 81
split_gain=28.6131 12.3809 12.8068 10.4405 9.0391 8.20191 9.11377 8.13075 7.62247 5.79513 5.7227
threshold=0.048151826485991485 0.0041444667149335155 0.00899649551138282 0.0014427106943912806 0.0033348383149132137 0.0016331639490090313 0.0027679565828293566 0.00050559637020342063 0.0011615398107096555 0.0070226341485977182 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 -4 -7 -8 -5 -2 -1
right_child=9 2 5 8 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0067818909750866118 0.019342622178629743 -0.0014903265662319966 0.00090848146926491766 -0.002220616089985532 0.0065350515762807081 0.016329755102102012 0.011589028708191607 -0.0041724475272603718 -0.0078907036822780975 0.0041972651772515229 0.00072389540717943341
leaf_weight=523.32961332798004 312.24131155014038 1491.65567278862 596.7025500535965 2353.9481195211411 700.60968232154846 427.32886064052582 252.65770900249481 220.63872492313385 1339.0783724784851 128.40849626064301 1213.4005707502365
leaf_count=334 63 794 295 1304 235 102 74 126 891 51 511
internal_value=0 -0.000721505 0.00244456 -0.0022652 0.000782698 0.00636437 0.00997863 0.0042421 -0.00427673 0.0149311 -0.00153809
internal_weight=0 9119.35 2988.98 6130.37 2437.34 1497.33 900.625 473.296 3693.03 440.65 1736.73
internal_count=4780 4666 1391 3275 1080 597 302 200 2195 114 845
is_linear=0
shrinkage=0.06


Tree=5
num_leaves=12
num_cat=0
split_feature=142 52 76 2 58 142 105 110 17 45 37
split_gain=28.2366 12.4633 9.41116 8.07386 6.92266 6.36626 6.18003 5.56741 5.3029 8.74209 5.3695
threshold=0.027182282879948619 0.00899649551138282 0.00017767510871635753 0.00064626874518580746 0.00060774214216507982 0.0028552538715302949 0.0025217677466571335 0.0011261500185355546 0.00093549740267917525 0.0014427106943912806 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 -4 -2 -8 -3 -10 -11
right_child=6 3 5 -5 -6 -7 7 -9 9 10 -12
leaf_value=0.0027808000067868367 0.013015334433200076 -0.0035209995271837887 -0.0096741569291627205 0.011838784567740039 -0.0023141510756784058 -0.0027959445740388905 0.010682040188957544 -0.0015831568161174877 0.010961752160976565 0.00262853173889441 -0.012257981880873688
leaf_weight=1325.5325926542282 605.04921686649323 496.9687511920929 868.65783822536469 331.94170010089874 3481.2028208971024 1095.329394698143 250.53122854232788 284.38161098957062 382.26996159553528 318.05868852138519 120.07587933540344
leaf_count=515 157 286 637 105 1891 631 64 143 118 141 92
internal_value=0 -0.00119972 -0.00233904 0.00347724 -0.00090911 -0.00583847 0.00886188 0.00416228 0.00136962 0.00433224 -0.00145316
internal_weight=0 8420.04 6770.72 1649.31 4806.74 1963.99 1139.96 534.913 1317.37 820.405 438.135
internal_count=4780 4416 3674 742 2406 1268 364 207 637 351 233
is_linear=0
shrinkage=0.06


Tree=6
num_leaves=12
num_cat=0
split_feature=142 60 69 81 62 20 143 14 52 46 39
split_gain=24.9505 15.844 8.50097 8.20993 7.22699 7.64502 6.28522 5.90882 4.95883 5.26259 4.60651
threshold=0.027182282879948619 0.0084566329605877417 0.0005375427135732026 0.010180860292166473 0.0020932231564074759 0.00090704852482303988 0.055838862434029586 0.0019672545604407792 0.0046923852059990176 0.0028552538715302949 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 -1 10 -3 9 -5 -2
right_child=6 2 -4 8 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0010574504900660658 0.0074835654730752094 0.014737343014820789 0.00075586212003862655 0.0021239261782799563 -0.010869899811078975 -0.0060199482201020458 0.013988534838710674 0.0010436666304903068 0.0051895989479091836 -0.0067534544830493669 -0.0040278062677605447
leaf_weight=3324.0399997234344 541.02529859542847 385.787553191185 709.663618683815 618.35611414909363 425.53494012355804 1683.5916005373001 436.2094920873642 160.69446265697479 719.19999194145203 393.16934621334076 162.72726571559906
leaf_count=1709 164 105 324 266 351 1072 110 72 276 241 90
internal_value=0 -0.00112774 0.00508759 -0.00221761 -0.00336399 -0.00272595 0.00833028 0.0107116 0.00138114 -0.00132695 0.00482162
internal_weight=0 8420.04 1256.15 7163.89 5433.17 5007.63 1139.96 546.482 1730.73 1011.53 703.753
internal_count=4780 4416 501 3915 3132 2781 364 177 783 507 254
is_linear=0
shrinkage=0.06


Tree=7
num_leaves=12
num_cat=0
split_feature=59 78 52 60 76 5 1 15 140 86 103
split_gain=20.6304 8.08377 14.8226 9.84847 6.04037 6.89258 6.27909 4.24292 4.42281 4.22695 4.15131
threshold=0.048151826485991485 0.072653736919164671 0.00899649551138282 0.079227816313505187 0.00077738583786413084 0.00057154725072905432 0.091400381177663817 0.060991313308477409 0.076978169381618514 0.00073092587990686308 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 6 -6 7 8 -4 -3 -1
right_child=-2 9 4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0024756448855088103 0.012678405607044328 0.00050217212781947067 -0.0002124445162030458 0.012468980812935848 -0.0046134012198997543 0.014450098107098358 0.013549437171592099 -0.015222664563082956 0.0096404345425884375 0.0096624980480819866 -0.0088280711489412064
leaf_weight=5934.1353200674057 440.64980781078339 336.1946610212326 1116.528621673584 154.22134387493134 88.070945143699646 303.07964789867401 147.56087028980255 58.83418333530426 192.15138232707977 393.65178310871124 394.92111706733704
leaf_count=3268 114 125 545 50 47 79 44 53 68 104 283
internal_value=0 -0.000612607 -0.00113952 -0.00250704 0.00351145 0.0101577 0.00179501 0.000525755 0.00123486 0.00544356 -0.00287216
internal_weight=0 9119.35 8389.5 6483.28 1906.23 391.151 1515.08 1367.51 1308.68 729.846 6329.06
internal_count=4780 4666 4437 3601 836 126 710 666 613 229 3551
is_linear=0
shrinkage=0.06


Tree=8
num_leaves=12
num_cat=0
split_feature=52 4 21 60 81 143 71 131 17 44 38
split_gain=21.6558 9.01142 8.15358 8.32664 5.51357 5.41347 5.23863 7.47842 6.10641 5.54184 5.11462
threshold=0.00899649551138282 0.00017767510871635753 0.00017767510871635753 0.025578102096915249 0.010180860292166473 0.0038949446752667431 0.0027679565828293566 0.0027679565828293566 0.0013986918493174019 0.0051502294372767219 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 -1 -3 8 10 -9 -8
right_child=1 6 3 -5 -6 -7 7 9 -10 -11 -12
leaf_value=-0.0012365198622731133 -0.0098567189300410012 0.011260014822371125 -0.0046213236103300869 0.0074020997744071596 3.328192011684902e-05 0.0048808685480465517 -0.0064323514001088274 -0.013934036599998199 0.0096799245681089621 0.0018808424599785661 0.006246892512366293
leaf_weight=1146.6881076097488 136.91441810131073 520.02747631072998 3665.4478236436844 268.01145923137665 1221.4381055831909 953.90908324718475 192.51204204559326 117.76204407215118 808.11403369903564 246.73260474205017 282.44248533248901
leaf_count=556 91 137 2251 104 591 350 133 98 251 101 117
internal_value=0 0.00506707 -0.00160925 -0.0028932 -0.00345797 0.00154157 0.00601014 0.00435251 0.00650695 -0.0032311 0.00110738
internal_weight=0 2304.51 7255.49 5154.9 4886.89 2100.6 2167.59 1647.56 1283.07 364.495 474.955
internal_count=4780 928 3852 2946 2842 906 837 700 501 199 250
is_linear=0
shrinkage=0.06


Tree=9
num_leaves=12
num_cat=0
split_feature=60 142 110 72 141 95 133 143 47 23 2
split_gain=14.2958 15.9217 8.79476 8.67906 5.2883 4.52516 4.39323 4.10908 5.79438 6.28404 5.84445
threshold=0.0084566329605877417 0.027182282879948619 0.0048403022810816774 0.0028552538715302949 0.0038949446752667431 0.0021592099219560628 0.0095705352723598498 0.00057154725072905432 0.0017376682371832433 0.011169348377734424 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 6 -5 -6 -2 -1 -9 -10 -11
right_child=3 2 -4 4 5 -7 -8 8 9 10 -12
leaf_value=-0.0063989299366155206 0.012109563432125669 0.0095415693079610158 -0.0056709380519867182 -0.0037205222388861491 0.0093964512327376591 -0.0050848896726116257 -0.0023851163501431346 0.0012754426407159479 -0.0050918109175506088 -0.0026646568563797632 0.0035069447011657276
leaf_weight=674.67505753040314 604.76818466186523 710.05237817764282 169.38773930072784 403.44108879566193 320.01186406612396 102.50197124481201 85.944464683532715 1930.8347419500351 2067.0512685775757 1664.7343086004257 826.59661602973938
leaf_count=438 181 195 96 226 70 60 37 842 1280 958 397
internal_value=0 -0.00100738 0.0066112 0.00534312 0.00119219 0.0058829 0.0103059 -0.00194272 -0.00147932 -0.00264618 -0.000616928
internal_weight=0 8043.33 879.44 1516.67 825.955 422.514 690.713 7163.89 6489.22 4558.38 2491.33
internal_count=4780 4206 291 574 356 130 218 3915 3477 2635 1355
is_linear=0
shrinkage=0.06


Tree=10
num_leaves=12
num_cat=0
split_feature=52 76 142 117 60 124 5 46 68 1 80
split_gain=17.9085 9.48865 6.61968 5.32791 8.10674 5.73574 5.11127 9.47259 6.18627 5.72951 4.67401
threshold=0.00899649551138282 0.00017767510871635753 0.055838862434029586 0.0027679565828293566 0.0045489775948226461 0.00040826165059115743 0.000490355829242617 0.0038949446752667431 0.011169348377734424 0.0079489401541650313 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 10 -5 7 -2 -8 -9 -1
right_child=2 -3 -4 5 -6 -7 8 9 -10 -11 -12
leaf_value=-0.00017577929963262734 -0.0099532258234049584 -0.0049329741172758259 0.012868693408624279 0.0019937485554729606 0.0093611363395317733 -0.003639955427026653 0.0030955510853839098 -0.0013548277779734952 0.012884640864016804 0.0097759593494884285 0.019198100002733771
leaf_weight=1778.7398785352707 248.01598858833313 2039.7536324262619 303.17332530021667 969.0614287853241 442.86996567249298 1979.1817281246185 745.7482088804245 361.53912162780762 337.58577215671539 308.44268774986267 45.887945771217346
leaf_count=802 183 1312 71 493 116 1120 308 164 102 100 9
internal_value=0 -0.00146341 0.00460786 -0.00010647 0.00208013 -0.0017882 0.00335588 6.18535e-05 0.00614691 0.0037702 0.000312484
internal_weight=0 7255.49 2304.51 5215.74 2267.5 2948.24 2001.33 917.998 1083.33 669.982 1824.63
internal_count=4780 3852 928 2540 927 1613 857 447 410 264 811
is_linear=0
shrinkage=0.06


Tree=11
num_leaves=12
num_cat=0
split_feature=52 76 112 143 93 29 20 2 4 108 17
split_gain=15.8242 8.38434 6.86152 6.43988 5.61122 7.77691 5.87372 5.05054 6.7587 6.37801 6.65794
threshold=0.00899649551138282 0.00017767510871635753 0.0048403022810816774 0.055838862434029586 0.00082683752407319855 0.027182282879948619 0.00055427959887310873 0.00037263428384903824 0.00046126570669002836 0.0016846025246195497 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 6 -1 8 -2 10 -10
right_child=2 -3 -4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.0027619329661961144 -0.0085066806747019965 -0.004637010192485822 -0.0069726033537336205 0.013665700145869332 -0.0023297161459696035 0.012191475247981098 -0.0031252713144629672 0.009727486404275924 -0.0023544421026471711 0.00056712279584296822 0.013960914067808836
leaf_weight=1769.4049099683762 182.70868647098541 2039.7536324262619 178.26837074756622 285.31838500499725 2283.9194694757462 231.37885451316833 931.037712931633 423.53023684024811 123.78082573413849 780.89602506160736 330.00257444381714
leaf_count=737 108 1312 104 63 1249 71 483 139 63 372 79
internal_value=0 -0.00137558 0.00433146 0.0052795 -0.000100051 0.0016369 0.000732148 0.00397907 0.00226082 0.00385476 0.00951095
internal_weight=0 7255.49 2304.51 2126.24 5215.74 2931.82 2700.44 1840.92 1417.39 1234.68 453.783
internal_count=4780 3852 928 824 2540 1291 1220 761 622 514 142
is_linear=0
shrinkage=0.06


Tree=12
num_leaves=12
num_cat=0
split_feature=142 60 75 81 47 62 146 130 142 1 106
split_gain=13.8785 10.0278 7.25746 6.20215 6.0609 5.60797 4.60052 4.34503 4.25173 7.97195 5.06817
threshold=0.027182282879948619 0.0084566329605877417 0.00017767510871635753 0.010180860292166473 0.0017376682371832433 0.0020932231564074759 0.0018488886416889729 0.0003614811430452392 0.0033348383149132137 0.091400381177663817 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 8 -2 -4 -1 10 -10
right_child=6 2 7 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0038501447462323149 0.011820707442822397 -0.00094596075724230502 -0.0018217577089519573 0.0014198218866608224 0.017673211139317035 -0.009316357678203227 0.0036217284725277204 0.00642373889623597 0.0053667836484279988 0.012997210323561326 -0.002436883745210608
leaf_weight=2562.5492811203003 360.16206037998199 89.181024074554443 565.52666258811951 1730.7254523038864 213.71126902103424 425.53494012355804 779.79999601840973 387.7266788482666 354.23695611953735 150.98478448390961 1939.8605785369873
leaf_count=1500 90 48 275 783 47 351 274 131 117 39 1125
internal_value=0 -0.000841015 0.00410361 -0.00170807 0.0121926 -0.00270446 0.00621294 0.00153234 -0.00214243 -0.000352582 -0.00123172
internal_weight=0 8420.04 1256.15 7163.89 302.892 5433.17 1139.96 953.253 5007.63 2445.08 2294.1
internal_count=4780 4416 501 3915 95 3132 364 406 2781 1281 1242
is_linear=0
shrinkage=0.06


Tree=13
num_leaves=12
num_cat=0
split_feature=142 42 142 15 127 21 33 63 96 20 102
split_gain=12.2633 5.29933 5.57306 7.52175 6.24762 5.56812 4.75248 4.53638 4.45393 4.61376 4.3944
threshold=0.027182282879948619 0.00017767510871635753 0.0033348383149132137 0.023343417793512348 0.15407856553792956 0.0020292587578296666 0.013860232196748258 0.00099512818269431613 0.0030382014811038975 0.00080172589514404546 0.045367386192083366
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 5 6 -4 10 -1 -2 -10 -3
right_child=8 2 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0012475750991969502 0.0092034332198660303 -0.0052183337135427912 0.00044135172967925401 0.0049976845373845393 0.017548320043997388 -0.0049467256081077915 0.0029758443776464905 0.0055999927036732228 -0.0043344108495968429 0.0071102399300721252 0.0049797702323236765
leaf_weight=625.65827965736389 631.78478860855103 2497.8696210384369 2071.5337339639664 855.83337783813477 50.328261494636536 1035.5584373474121 335.91362881660461 785.44406807422638 242.10493421554565 266.07233357429504 161.89821898937225
leaf_count=313 173 1563 993 391 13 658 149 271 113 78 65
internal_value=0 -0.000790536 -0.00146593 1.73822e-05 -0.0033957 -0.00135453 -0.00374814 0.00256403 0.00584025 0.00165802 -0.00459742
internal_weight=0 8420.04 7008.94 3962.93 3046.01 3107.09 2995.68 1411.1 1139.96 508.177 2659.77
internal_count=4780 4416 3832 2042 1790 1651 1777 584 364 191 1628
is_linear=0
shrinkage=0.06


Tree=14
num_leaves=12
num_cat=0
split_feature=142 101 79 110 60 149 23 142 45 106 34
split_gain=10.836 4.81854 5.57451 4.69573 4.8797 4.13645 5.43101 4.35512 5.33119 4.83026 4.34011
threshold=0.027182282879948619 0.010829726699739696 0.00055427959887310873 0.0025217677466571335 0.0011261500185355546 0.0011980500421486797 0.011169348377734424 0.0037758676335215573 0.0012357163941487672 0.000490355829242617 0.064669914543628707
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -2 -5 7 -7 -1 -9 -10 -8
right_child=3 2 -4 4 -6 6 10 8 9 -11 -12
leaf_value=-0.001570081961086998 0.0078499292446991952 0.008494960480932609 -0.0002525157801169485 -0.010929894623326657 0.0047704605450979648 -0.0050611735690972862 -0.0010801477984204411 0.0073826299408727728 0.008289414325797528 -0.0022867624180733822 0.012048809437765843
leaf_weight=2309.4653347730637 828.65751886367798 408.72450113296509 731.58416509628296 110.27252376079559 201.03201377391815 1825.9627358913422 1563.6234484910965 535.28754913806915 195.76265132427216 753.50471150875092 96.122529864311218
leaf_count=1175 221 158 368 67 76 1176 875 175 47 412 30
internal_value=0 -0.000743086 0.00288334 0.00548989 -0.000792756 -0.00131117 -0.00280328 5.97327e-05 0.00259511 -0.000105047 -0.000319117
internal_weight=0 8420.04 1140.31 1139.96 311.305 7279.73 3485.71 3794.02 1484.55 949.267 1659.75
internal_count=4780 4416 526 364 143 3890 2081 1809 634 459 905
is_linear=0
shrinkage=0.06


Tree=15
num_leaves=12
num_cat=0
split_feature=60 40 143 112 78 41 20 104 14 40 80
split_gain=9.6284 10.613 8.48922 6.07878 5.6329 5.49191 3.93883 3.85069 3.70314 3.69044 5.75062
threshold=0.0084566329605877417 0.0041444667149335155 0.055838862434029586 0.0079489401541650313 0.12087306752800943 0.00043393640953581786 0.0010263677686452868 0.0013146653072908523 0.0010585968848317864 0.0017376682371832433 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 9 -3 7 -4 -2 10 -1
right_child=1 5 6 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0026626743661108472 0.014810522917332666 -0.0028657757821905394 0.010800747012927568 -0.0087025620155266065 0.0072503902606148871 0.006355187471132567 0.014544570582666613 -0.0064350395512441259 0.0043020733385396573 -0.0023294248338582529 0.0028420405050161679
leaf_weight=1195.4238532781601 350.17135000228882 604.28574776649475 91.775891542434692 374.75234150886536 295.1217405796051 377.82964587211609 176.8913094997406 94.73141872882843 184.38082981109619 4220.4638611078262 1594.1716939210892
leaf_count=705 81 318 18 281 88 114 30 53 61 2274 757
internal_value=0 0.00438507 -0.000826656 -0.00125071 -0.00086832 0.000681907 0.00813303 0.00204753 0.0111874 -0.00121021 0.000483097
internal_weight=0 1516.67 8043.33 7679.93 7305.18 982.115 363.399 186.507 534.552 7010.06 2789.6
internal_count=4780 574 4206 4105 3824 432 101 71 142 3736 1462
is_linear=0
shrinkage=0.06


Tree=16
num_leaves=12
num_cat=0
split_feature=143 60 39 65 112 10 83 78 1 103 3
split_gain=8.86322 8.07306 7.01806 5.79012 5.37142 4.49791 5.88892 4.95479 5.80416 3.7007 3.57908
threshold=0.055838862434029586 0.0084566329605877417 0.00017767510871635753 0.0022272822679951791 0.0079489401541650313 0.0031340263085439806 0.020658296532928947 0.12087306752800943 0.012252715881913902 0.00037263428384903824 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -7 8 -1 -5 -8
right_child=-2 2 3 9 -6 6 10 -9 -10 -11 -12
leaf_value=-0.00089881355200393479 0.0082558823874436787 0.013404190525046322 -0.0014336249201811842 0.0098445288932910123 -0.0081805476447091678 -0.0040188866374997155 5.7699396388858997e-05 0.0095807023770245747 0.0062614201603375655 -0.0030777570534777027 0.012893209080298404
leaf_weight=2686.7329162359238 446.20020246505737 227.03221619129181 733.06895363330841 372.2792512178421 374.75234150886536 2431.826949596405 1407.7440111637115 215.83774948120117 480.3316171169281 101.48556971549988 82.707905292510986
leaf_count=1337 119 59 337 109 281 1455 775 57 174 51 26
internal_value=0 -0.000404054 0.00372859 0.00190744 -0.00117567 -0.000816216 -0.00219886 0.000786892 0.000187304 0.00707637 0.000770783
internal_weight=0 9113.8 1433.87 1206.83 7679.93 7305.18 3922.28 3382.9 3167.06 473.765 1490.45
internal_count=4780 4661 556 497 4105 3824 2256 1568 1511 160 801
is_linear=0
shrinkage=0.06


Tree=17
num_leaves=12
num_cat=0
split_feature=142 81 45 101 106 17 95 80 39 95 60
split_gain=8.06037 6.04635 4.46307 5.98231 5.08453 4.8214 4.79894 4.56456 6.14686 4.12648 3.96274
threshold=0.027182282879948619 0.010180860292166473 0.0012357163941487672 0.0014881226234138014 0.000490355829242617 0.0018488886416889729 0.00099512818269431613 0.0012357163941487672 0.00040826165059115743 0.0058306583669036635 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 -4 -5 -9 10 -3
right_child=-2 9 3 7 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0012511833756958762 0.004734911925847643 0.0025907017223379459 -0.0070539200653886658 -0.0052587712937517345 -0.0056658197343006965 0.0048617341792626511 0.0097787069851192378 0.0099841631073105033 -0.0002957698557758003 -0.0040106189576275628 0.013221572562170625
leaf_weight=1434.3999553918839 1139.9620563983917 1509.0703258514404 99.265411853790283 487.52605533599854 2086.7376072406769 686.82034814357758 157.73893547058105 251.26659786701202 1254.1784090995789 315.37014365196228 137.66383731365204
leaf_count=702 364 648 49 326 1419 263 37 97 669 179 27
internal_value=0 -0.000640829 -0.00152708 -0.0026302 -0.00468509 0.000728226 0.00327705 -0.000213543 0.00142055 0.00227603 0.00348017
internal_weight=0 8420.04 6457.93 4336.71 2343.74 2121.22 257.004 1992.97 1505.45 1962.1 1646.73
internal_count=4780 4416 3562 2597 1505 965 86 1092 766 854 675
is_linear=0
shrinkage=0.06


Tree=18
num_leaves=12
num_cat=0
split_feature=52 60 104 83 112 148 117 72 82 50 80
split_gain=9.33543 5.52872 5.00389 5.32914 5.00181 5.05923 4.17515 3.73442 3.57492 3.41231 4.12197
threshold=0.00899649551138282 0.025578102096915249 0.0015833032084628942 0.020658296532928947 0.0048403022810816774 0.010180860292166473 0.012636432424187662 0.00017767510871635753 0.011519505176693203 0.00899649551138282 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 -2 -3 -8 -5 -1 -11
right_child=4 6 3 8 -6 -7 7 -9 -10 10 -12
leaf_value=0.0017762791785709267 0.0055803110266847552 0.0079187277770435653 -0.0042673018918086879 0.0012744664314430958 -0.006324258170272691 -0.0017956024724100328 0.0095458990371961247 -0.015589957796408782 -0.011348577648445074 -0.0042012034390251762 0.016679053342994851
leaf_weight=1993.9359360933304 1710.0227121114731 385.60019838809967 2824.2468765974045 1183.0396801233292 178.26837074756622 416.21402144432068 33.583400130271912 57.724104404449463 86.586156606674194 654.97466897964478 35.803557991981506
leaf_count=818 635 121 1760 613 104 189 6 52 78 396 8
internal_value=0 -0.00105646 -0.0014958 -0.0028159 0.00332701 0.00413645 0.00518717 -0.00634452 0.000412772 0.000517242 -0.00311671
internal_weight=0 7255.49 6778.59 4093.87 2304.51 2126.24 476.908 91.3075 1269.63 2684.71 690.778
internal_count=4780 3852 3673 2451 928 824 179 58 691 1222 404
is_linear=0
shrinkage=0.06


Tree=19
num_leaves=12
num_cat=0
split_feature=82 80 59 10 42 60 103 52 5 15 10
split_gain=5.76642 5.26544 4.94775 4.05593 3.76089 7.7589 4.98335 3.55521 4.04652 3.85866 3.94415
threshold=0.00055427959887310873 0.0041444667149335155 0.048151826485991485 0.017724351026117805 0.011519505176693203 0.0033348383149132137 0.00050559637020342063 0.016164712607860569 0.00017767510871635753 0.028020657598972324 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 7 5 -1 -7 9 -9 10 -3
right_child=1 3 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.00011937263757197535 -0.0025956894029379534 0.00064029587484927715 0.0092062078477003467 0.0068849555178506902 -0.0054999818634381146 0.0088762304236737095 -0.0061401984450123823 -0.0050929240625486993 0.0072431534594346045 0.0071201630084372861 -0.0063825044633571918
leaf_weight=2426.5997368097305 3607.4567369222641 572.46816837787628 301.04684484004974 367.27687108516693 278.26915192604065 665.36818873882294 90.291103005409241 127.01738512516022 387.7266788482666 157.45790326595306 579.02091467380524
leaf_count=1135 2126 257 61 153 186 179 49 74 131 61 368
internal_value=0 -0.00118665 0.00182975 0.00113336 0.00118779 0.00177275 0.00708139 -2.5278e-05 0.00419873 -0.00168656 -0.00289133
internal_weight=0 5798.42 3761.58 2190.97 3460.53 3182.26 755.659 1823.69 514.744 1308.95 1151.49
internal_count=4780 3170 1610 1044 1549 1363 228 891 205 686 625
is_linear=0
shrinkage=0.06


Tree=20
num_leaves=12
num_cat=0
split_feature=52 4 101 117 76 78 74 112 29 20 45
split_gain=7.51037 5.67784 4.22713 4.40078 4.19502 5.06402 3.72826 4.36884 3.50076 3.98182 3.75766
threshold=0.00899649551138282 0.00017767510871635753 0.013860232196748258 0.0056525857653468856 0.00017767510871635753 0.00017767510871635753 0.0095705352723598498 0.0048403022810816774 0.027182282879948619 0.00055427959887310873 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 7 -3 9 -7 -10
right_child=1 6 3 -5 -6 8 -8 -9 10 -11 -12
leaf_value=-0.0086558847214710782 -0.0088616846284204145 0.0041199946495833681 0.0081670175359537696 -0.00054415594117939879 -0.0038744458056551769 0.00099454244909299235 0.018136100815548964 -0.0058376445734315561 0.0085522132757241253 -0.0029397672500087978 -0.0087719004378148079
leaf_weight=257.91302156448364 136.91441810131073 1932.1462255716324 350.90671932697296 515.19840109348297 1865.9255774021149 2428.084525346756 62.726484537124634 172.71797609329224 287.16383326053619 1496.925035238266 53.377466082572937
leaf_count=200 91 730 114 262 1212 1104 8 99 97 823 40
internal_value=0 0.00298413 -0.000947572 0.00298575 -0.00148079 -0.000493341 0.00373274 0.00330267 3.91493e-07 -0.000505966 0.005835
internal_weight=0 2304.51 7255.49 866.105 6389.39 4523.46 2167.59 2104.86 4265.55 3925.01 340.541
internal_count=4780 928 3852 376 3476 2264 837 829 2064 1927 137
is_linear=0
shrinkage=0.06


Tree=21
num_leaves=12
num_cat=0
split_feature=52 2 108 44 80 141 118 29 110 65 111
split_gain=6.63626 3.87691 5.94978 3.98679 3.84467 3.59478 4.31527 3.44573 4.35323 5.6995 3.43869
threshold=0.00899649551138282 0.00037263428384903824 0.0016846025246195497 0.00044738779251929378 0.01884530205279589 0.007706565549597145 0.01884530205279589 0.027182282879948619 0.00050559637020342063 0.0051502294372767219 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 6 10 -1 -9 -10 -5
right_child=1 -3 3 5 -6 -7 -8 8 9 -11 -12
leaf_value=-0.0013167381767609479 0.0025489334770594004 0.007201053247302744 -0.015172013205112604 -0.0075779783097687219 0.011784301993680166 0.0031590226651388 0.015684855325962602 0.0087280452786294063 -0.0047346034636470734 0.012261360981615737 0.012106510107795782
leaf_weight=6559.2455852031708 513.91501724720001 549.81225264072418 72.155130505561829 391.9655898809433 237.11660397052765 469.0434730052948 35.803557991981506 290.49407005310059 314.07270991802216 91.682214140892029 34.693479061126709
leaf_count=3532 180 180 65 248 60 180 8 100 194 26 7
internal_value=0 0.0028051 0.00142735 -0.00159492 0.00546592 -0.00054171 -0.00429497 -0.000890724 0.0031223 -0.000892211 -0.00597489
internal_weight=0 2304.51 1754.69 1003.66 751.032 931.506 462.463 7255.49 696.249 405.755 426.659
internal_count=4780 928 748 508 240 443 263 3852 320 220 255
is_linear=0
shrinkage=0.06


Tree=22
num_leaves=12
num_cat=0
split_feature=59 60 40 1 78 103 148 133 40 56 52
split_gain=5.26677 5.36009 6.88591 5.04391 5.0468 4.02537 3.83437 3.55976 3.77286 3.29456 3.27703
threshold=0.048151826485991485 0.0084566329605877417 0.0041444667149335155 0.012252715881913902 0.048151826485991485 0.00037263428384903824 0.0070226341485977182 0.0070226341485977182 0.013439828064292671 0.0017376682371832433 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 -2 -4 -9 -10 -5
right_child=6 2 5 10 -6 -7 -8 8 9 -11 -12
leaf_value=-0.0020609006709994835 0.0099944189291446238 0.0088111812435179102 -0.0019923680344580866 -0.0016154109145947633 0.0035453023343336608 -0.0069929203881305101 -0.00232038399083724 0.014155587521472637 -0.0028887207469254638 0.013761537735443228 0.0056249319615327585
leaf_weight=6063.3588131666183 312.24131155014038 491.99447083473206 358.11520743370056 347.65611004829407 638.89959931373596 222.76520538330078 128.40849626064301 139.88399517536163 160.69446265697479 58.192491412162781 637.78952038288116
leaf_count=3441 63 136 169 200 236 136 51 29 72 12 235
internal_value=0 -0.000309383 0.00306131 -0.000937124 -0.00152644 5.01032e-05 0.00640609 0.00223932 0.00646266 0.00154212 0.0030707
internal_weight=0 9119.35 1431.65 7687.7 6702.26 939.651 440.65 716.886 358.771 218.887 985.446
internal_count=4780 4666 554 4112 3677 418 114 282 113 84 435
is_linear=0
shrinkage=0.06


Tree=23
num_leaves=12
num_cat=0
split_feature=52 60 76 2 123 106 14 60 124 5 40
split_gain=5.41732 3.96439 4.72801 3.44328 4.20305 5.75258 5.25593 4.24172 4.32908 3.79994 3.39715
threshold=0.00899649551138282 0.025578102096915249 0.00017767510871635753 0.00037263428384903824 0.00017767510871635753 0.0011980500421486797 0.00062670491752214741 0.0025217677466571335 0.00017767510871635753 0.0016846025246195497 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 8 -2 -9 -11
right_child=3 -3 -4 -5 5 6 -8 9 -10 10 -12
leaf_value=-0.00017767588073558859 -0.00034896716129171354 0.0044823060796007202 -0.0036900074610733673 0.0066772885309615464 0.0095129982653386728 0.0086860961434185851 -0.0072019041815054915 -0.0028686950868695854 -0.010202093302794984 0.017761006503320489 0.001564834878722239
leaf_weight=4850.496878862381 447.48358631134033 476.90770292282104 1928.0899975299835 549.81225264072418 402.90712416172028 119.62154221534729 200.37627196311951 147.27983808517456 250.23614645004272 97.419963598251343 89.368378877639771
leaf_count=2405 201 179 1268 180 80 35 132 68 185 15 32
internal_value=0 -0.000804727 -0.00117676 0.00253447 0.00123606 0.00474396 -0.0012618 -0.00122191 -0.00388373 0.00433694 0.010017
internal_weight=0 7255.49 6778.59 2304.51 1754.69 722.905 319.998 1031.79 697.72 334.068 186.788
internal_count=4780 3852 3673 928 748 247 167 501 386 115 47
is_linear=0
shrinkage=0.06


Tree=24
num_leaves=12
num_cat=0
split_feature=60 40 81 10 80 51 146 65 50 46 113
split_gain=4.47565 6.72769 4.22964 4.37534 3.90362 4.63852 4.2734 3.54826 5.11245 3.48821 3.46713
threshold=0.0084566329605877417 0.0014427106943912806 0.00899649551138282 0.014740333426743748 0.029773407615721229 0.0018488886416889729 0.0018488886416889729 0.0022272822679951791 0.00899649551138282 0.0028552538715302949 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 9 -1 6 -6 -3 -9 -4 -5
right_child=1 7 3 10 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0018364911560381041 0.0117363572333598 -0.0013348278072719156 0.0030244005126874875 -0.004084410959345551 0.01267291230502578 -0.0067087413275264364 -0.0035009139387417072 0.008165451249350645 -0.0079291779541879413 -0.0021709679118638069 0.010449382998592367
leaf_weight=5414.857262969017 261.81937265396118 777.7531430721283 944.65374219417572 73.546241641044617 211.39743375778198 101.39189231395721 81.410471558570862 390.32154631614685 86.773511409759521 916.51300942897797 299.56205630302429
leaf_count=3067 58 353 374 42 53 59 41 101 62 478 92
internal_value=0 0.00298979 -0.000563518 0.00165499 -0.00141681 0.00434706 0.00817638 0.00116406 0.00523713 0.000466014 0.00758419
internal_weight=0 1516.67 8043.33 2234.28 5809.06 394.2 292.808 1254.85 477.095 1861.17 373.108
internal_count=4780 574 4206 986 3220 153 94 516 163 852 134
is_linear=0
shrinkage=0.06


Tree=25
num_leaves=12
num_cat=0
split_feature=142 107 78 140 35 148 112 124 101 71 34
split_gain=4.19374 3.04978 3.51037 4.04696 3.83538 3.57443 3.4093 3.58214 5.43159 4.26545 3.75453
threshold=0.055838862434029586 0.048151826485991485 0.12087306752800943 0.031632266007363803 0.0033348383149132137 0.011519505176693203 0.0079489401541650313 0.00017767510871635753 0.00040826165059115743 0.00099512818269431613 0.064669914543628707
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -4 7 8 -1 -10 -11
right_child=-2 -3 5 4 -6 -7 -8 -9 9 10 -12
leaf_value=-0.0027840054424668067 0.0057239783749098213 -0.0088206263840857353 0.0089129990094568359 0.0041558198644735039 -0.0055162248629180158 -0.0040360693684492431 -0.0075472835792675178 -0.0014483264616667487 0.014632772916998112 0.0020731293745026593 0.0198239988314193
leaf_weight=634.99324822425842 439.53972887992859 147.82785260677338 285.22470760345459 1054.9262659549713 171.51421976089478 104.90948390960693 269.10748827457428 5310.3505884408951 124.15553534030914 972.67269778251648 44.777866840362549
leaf_count=378 113 117 71 441 106 46 202 2795 31 472 8
internal_value=0 -0.000275676 -0.000134797 -0.000387851 0.00280287 0.00543077 -0.000919856 -0.000668095 0.00166401 0.00413815 0.00285621
internal_weight=0 9120.46 8972.63 8582.5 1226.44 390.134 7356.06 7086.95 1776.6 1141.61 1017.45
internal_count=4780 4667 4550 4433 547 117 3886 3684 889 511 480
is_linear=0
shrinkage=0.06


Tree=26
num_leaves=12
num_cat=0
split_feature=4 50 104 81 127 58 80 5 77 1 75
split_gain=3.9091 3.51744 3.5013 3.84217 3.59967 3.49227 5.49777 3.28022 3.98764 3.16416 3.80406
threshold=0.0021592099219560628 0.00017767510871635753 0.0015833032084628942 0.004017772153019906 0.15407856553792956 0.00060774214216507982 0.01884530205279589 0.000490355829242617 0.0013146653072908523 0.091400381177663817 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 7 -7 8 -1 10 -3
right_child=1 9 4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.013199742714839917 0.0079629335682510401 0.0038091569857996647 -0.002245386073196035 0.00296805709392784 0.01602673797680064 -0.0053216008122854092 0.01396426252067951 0.0097889026086155125 0.0019555634758795953 0.0099691035671377794 -0.0010266980089642544
leaf_weight=74.375288367271423 298.54565477371216 892.01164543628693 3637.2415132522583 1416.2920826673508 39.133794784545898 767.18631839752197 57.082412481307983 147.56087028980255 388.64940297603607 137.57015991210938 1704.3505402803421
leaf_count=67 83 367 2169 524 11 489 11 44 148 35 832
internal_value=0 0.00178026 -0.000826731 0.000751201 -0.00205045 -0.00143703 -0.00398448 0.00200202 -0.000481146 0.00110485 0.000634801
internal_weight=0 3032.48 6527.52 2851.15 3676.38 1434.85 824.269 610.586 463.025 2733.93 2596.36
internal_count=4780 1317 3463 1283 2180 759 500 259 215 1234 1199
is_linear=0
shrinkage=0.06


Tree=27
num_leaves=12
num_cat=0
split_feature=81 82 127 47 101 7 20 69 46 115 143
split_gain=3.797 4.92287 5.521 4.13106 2.97241 3.88264 3.13092 4.06121 4.07962 3.27893 2.79039
threshold=0.00899649551138282 0.00085274505545385193 0.15407856553792956 0.057509137317538268 0.00096484774257987748 0.0033348383149132137 0.00055427959887310873 0.0054799309000372895 0.0016846025246195497 0.0020292587578296666 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 -3 6 7 8 9 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=8.9966554428906972e-05 0.0019503288811305527 -0.0049900061086849811 0.013222975535474827 -0.011871097486070898 -0.01200461856360607 -0.0067477253702963045 -0.0024529189900772573 -0.0092134142205330064 0.0063453244647179857 0.0059687022655503241 0.0038757682832769274
leaf_weight=2318.8143532276154 2612.1983728408813 1257.6679009199142 80.487747430801392 88.806314468383789 89.916393399238586 391.59088027477264 979.41279888153076 93.433984994888306 581.81718683242798 61.429050803184509 1004.4246995449066
leaf_count=1143 1092 850 24 80 81 280 567 68 225 23 347
internal_value=0 -0.000732957 -0.00230185 0.000892844 -0.00266387 -0.00133247 -0.000157988 0.00256118 0.00406279 -0.00471037 0.00123428
internal_weight=0 6947.8 3535.76 3412.05 3455.27 2197.6 1806.01 826.597 733.163 151.345 3323.24
internal_count=4780 3688 2118 1570 2094 1244 964 397 329 104 1490
is_linear=0
shrinkage=0.06


Tree=28
num_leaves=12
num_cat=0
split_feature=81 20 4 45 140 93 137 106 29 4 105
split_gain=3.35508 4.72586 3.90006 3.76001 4.58469 3.91072 3.17066 3.1476 3.38072 2.99561 4.25993
threshold=0.00899649551138282 0.0010263677686452868 0.00039601318712811922 0.0012357163941487672 0.010180860292166473 0.016668972559273246 0.0011261500185355546 0.079227816313505187 0.0020292587578296666 0.00077738583786413084 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 7 9 8 -6 -1 -11
right_child=1 -3 -4 4 5 -7 -8 -9 -10 10 -12
leaf_value=0.00026780440731210468 0.0055810186415436499 0.0049959818101376809 -0.0017539070344499592 -0.0035139156737144235 -0.011275156948063697 -0.0077983011552803117 -0.0043756586701153835 -0.011474111308901493 0.0019444545393048698 0.01076559874705137 0.0016757908390893537
leaf_weight=1198.0327706336975 329.53418743610382 1030.0501923561096 1252.6139930486679 2376.1215983629227 72.155130505561829 197.87508189678192 307.78694593906403 69.934972643852234 1926.8487633466721 293.08893752098083 505.9571099281311
leaf_count=578 119 362 611 1518 65 154 156 63 895 70 189
internal_value=0 0.00183331 -0.000225912 -0.000688995 -0.00167242 0.000257936 0.00129202 0.00102878 0.00146675 0.00216569 0.00501085
internal_weight=0 2612.2 1582.15 6947.8 4642.94 2266.81 2304.87 2068.94 1999 1997.08 799.046
internal_count=4780 1092 730 3688 2695 1177 993 1023 960 837 259
is_linear=0
shrinkage=0.06


Tree=29
num_leaves=12
num_cat=0
split_feature=52 112 4 27 53 106 137 29 65 141 4
split_gain=3.58422 3.33694 4.39248 3.42666 7.03253 2.72446 2.6011 2.87136 5.14044 4.12367 3.88584
threshold=0.00899649551138282 0.0048403022810816774 0.00046126570669002836 0.0060143163427710542 0.0056525857653468856 0.000490355829242617 0.0010263677686452868 0.021960759535431865 0.0051502294372767219 0.0013986918493174019 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 7 9 10 -7 -9
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12
leaf_value=0.0016769669268471613 -0.0054753384362520498 -0.0058213690752395297 0.0052279168523959594 0.0037055852979210181 -0.011738509290269306 -0.0034266650831351842 -0.0039865056498809108 -0.0091274483089644337 0.013322637333455144 0.00040833674110392039 0.0030800498831971843
leaf_weight=1444.8731026649475 211.75809347629547 178.26837074756622 1370.9662013053894 399.0148229598999 144.49761581420898 1773.0536568164825 1019.2819629907608 121.09228086471558 137.57015991210938 2343.3157172203064 416.30769884586334
leaf_count=574 118 104 467 125 114 1096 611 101 35 1254 181
internal_value=0 0.00206156 0.00272272 0.00362974 -0.000401769 -0.000654556 -0.00123433 -0.00064878 0.00297822 -0.00124357 0.000328149
internal_weight=0 2304.51 2126.24 1914.48 543.512 7255.49 5810.62 4791.34 674.97 4116.37 537.4
internal_count=4780 928 824 706 239 3852 3278 2667 317 2350 282
is_linear=0
shrinkage=0.06


Tree=30
num_leaves=12
num_cat=0
split_feature=40 143 60 78 93 37 145 143 50 69 10
split_gain=3.14669 4.16967 6.56776 2.85163 3.57495 4.02613 4.19444 3.14057 2.80999 3.20655 3.57795
threshold=0.0017376682371832433 0.00057154725072905432 0.0022272822679951791 0.029773407615721229 0.016668972559273246 0.0027679565828293566 0.021960759535431865 0.0021592099219560628 0.00244467705488205 0.0054799309000372895 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 9 10 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0037647083768412178 -0.00085792784026417386 -0.0026690167441781854 0.0079000186566145908 0.0062992339557171734 -0.0059939151351006822 -0.0085329748216288678 -0.0058533115765106516 0.0058862313002355521 0.0064904847497911818 0.012891417162521478 -0.004907207772026469
leaf_weight=490.85629212856293 5896.0600764751434 297.4215259552002 588.02332329750061 307.33260881900787 297.04681634902954 145.70137214660645 224.61065363883972 175.50019836425781 769.62193083763123 69.386958122253418 298.43792748451233
leaf_count=329 2975 179 174 99 211 107 170 53 281 14 188
internal_value=0 0.00138104 0.00217715 0.000875109 0.00014299 0.00106361 0.00182602 0.00289742 0.00415849 0.000854618 -0.000909978
internal_weight=0 3663.94 3173.08 2585.06 2277.73 1980.68 1834.98 1610.37 1312.95 543.325 473.938
internal_count=4780 1805 1476 1302 1203 992 885 715 536 255 241
is_linear=0
shrinkage=0.06


Tree=31
num_leaves=12
num_cat=0
split_feature=60 103 7 41 112 1 92 78 58 105 113
split_gain=3.36629 4.16667 4.04769 4.11129 3.74673 3.28295 5.22275 3.57247 3.34576 3.20202 3.10917
threshold=0.0084566329605877417 0.00037263428384903824 0.00017767510871635753 0.00040826165059115743 0.015923793427646164 0.012252715881913902 0.0049928687512874612 0.048151826485991485 0.0015349716995842757 0.0019672545604407792 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 7 8 -1 -7 -8 -11
right_child=1 -3 3 -5 -6 6 9 -9 -10 10 -12
leaf_value=-0.001212199449123816 0.0096567879838282654 -0.0033056944121335804 -0.0014764919631031145 0.0071457708511808941 -0.0084831664127763672 -0.0025434411261691559 -0.0087658704929499311 0.0033599972829030725 0.0093672222499076811 0.0076932483311520933 -0.0039086137741254747
leaf_weight=6134.9799790382385 352.20415306091309 335.63259661197662 496.70176887512207 332.12905490398407 205.55195701122284 105.92588543891907 153.47192466259003 683.67746615409851 426.95415103435516 161.06917226314545 171.7015745639801
leaf_count=3360 99 173 213 89 169 55 114 244 134 40 90
internal_value=0 0.00259289 0.00426931 0.00197907 -0.000488743 -0.000278978 0.00289717 -0.000753722 0.00699959 -0.00159925 0.0017076
internal_weight=0 1516.67 1181.03 828.831 8043.33 7837.78 1019.12 6818.66 532.88 486.243 332.771
internal_count=4780 574 401 302 4206 4037 433 3604 189 244 130
is_linear=0
shrinkage=0.06


Tree=32
num_leaves=12
num_cat=0
split_feature=60 7 41 47 1 96 9 114 30 27 58
split_gain=2.97456 4.34936 4.15383 3.02158 2.94155 2.82779 2.60356 4.78554 4.43808 2.90529 2.8937
threshold=0.0084566329605877417 0.00017767510871635753 0.00040826165059115743 0.0017376682371832433 0.012252715881913902 0.00093549740267917525 0.0020932231564074759 0.0021592099219560628 0.00075379351619631063 0.0026012937305495147 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 -2 -1 -3 7 8 9 10 -6
right_child=1 2 -4 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00089974858999145014 0.00040856555977520932 0.0035626293954415193 0.0048191149628521368 0.01112677822739808 -0.016206662057094742 -0.0052494867850831047 -0.0070058851328518327 -0.0030922493640270538 0.011735957481450485 0.0065355600479190517 0.0012408270346245883
leaf_weight=7010.8884550333023 141.72944343090057 184.47450721263885 452.76699864864349 285.22470760345459 49.953551888465881 452.47191655635834 93.621339797973633 279.7539404630661 295.30909538269043 205.65968430042267 108.14604330062866
leaf_count=3761 63 53 133 71 45 254 52 155 72 64 57
internal_value=0 0.00243736 0.000425961 0.00756975 -0.000459422 -0.00269713 0.00253045 0.00348208 0.00627272 0.00183551 -0.00427869
internal_weight=0 1516.67 1089.71 426.954 8043.33 636.946 1032.44 938.822 659.068 363.759 158.1
internal_count=4780 574 440 134 4206 307 445 393 238 166 102
is_linear=0
shrinkage=0.06


Tree=33
num_leaves=12
num_cat=0
split_feature=82 40 101 11 65 42 79 81 141 112 97
split_gain=2.9286 3.80018 3.28034 3.78567 3.26434 3.7375 3.07205 3.21181 2.94451 2.80449 2.69707
threshold=0.00055427959887310873 0.0027679565828293566 0.0022272822679951791 0.0010263677686452868 0.00017767510871635753 0.014293605927377941 0.00082683752407319855 0.0072436286136507997 0.016668972559273246 0.00017767510871635753 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 5 8 -2 -8 -1 -6 -5
right_child=1 -3 3 10 9 -7 7 -9 -10 -11 -12
leaf_value=0.0012350312793641084 -0.0046388431445585319 -0.0021984569900514229 -0.0064886519247348414 0.007375231867863534 0.0044099087576484775 -0.0097170039208438041 -0.0018317956834705612 0.0044688105690189354 -0.006389611083968706 -0.00065326713540321221 -0.0011411159950266965
leaf_weight=1447.1728880405426 491.68533885478973 3265.4587488174438 110.17884635925293 580.89446270465851 1413.336555480957 146.62409627437592 646.0940375328064 530.19149160385132 208.52153408527374 545.91995143890381 173.9217324256897
leaf_count=665 354 1826 75 208 489 124 388 227 107 225 92
internal_value=0 -0.000845663 0.000898354 0.00389648 0.00130397 -0.000538888 -0.00065659 0.00100824 0.00027444 0.00299916 0.00541304
internal_weight=0 5798.42 2532.97 864.995 3761.58 1802.32 1667.97 1176.29 1655.69 1959.26 754.816
internal_count=4780 3170 1344 375 1610 896 969 615 772 714 300
is_linear=0
shrinkage=0.06


Tree=34
num_leaves=12
num_cat=0
split_feature=29 53 4 4 8 86 93 102 5 51 146
split_gain=3.08932 3.9443 3.81387 3.27078 3.35373 3.12789 3.51908 2.9503 4.26802 5.48733 2.92147
threshold=0.015675474889576439 0.00070876078098081063 0.00060774214216507982 0.00068727668258361529 0.010829726699739696 0.0013986918493174019 0.021960759535431865 0.00042089859198313212 0.00038414125447161501 0.0044099434744566688 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 -4 9 -9 -10
right_child=2 -3 5 -5 -6 -7 -8 8 10 -11 -12
leaf_value=-0.0014516761921244566 -0.0047277028840272094 -0.0013837039461578422 0.0085491246191623602 0.0055857646233546361 0.0061896138229421459 -0.0048807934829056899 -0.006321325592362979 -0.0095957531548116638 0.010353471641194134 0.004754348939893363 0.0026906609957177696
leaf_weight=1004.8649867773056 267.07468521595001 5545.9543040990829 448.3266829252243 572.57589566707611 260.24090671539307 168.37133777141571 117.94939887523651 190.29188418388367 274.03024089336395 193.26146125793457 517.05789923667908
leaf_count=501 184 3080 129 152 97 87 82 131 69 69 199
internal_value=0 -0.000585441 0.00198675 0.00182359 0.000120554 0.00292617 0.00368145 0.00440875 0.0028279 -0.0023658 0.00534601
internal_weight=0 7383.64 2176.36 1837.68 1265.11 1909.29 1740.92 1622.97 1174.64 383.553 791.088
internal_count=4780 3830 950 750 598 766 679 597 468 200 268
is_linear=0
shrinkage=0.06


Tree=35
num_leaves=12
num_cat=0
split_feature=80 93 79 66 126 115 77 49 20 81 33
split_gain=2.65054 3.82845 3.2346 3.54445 4.637 4.5485 3.57764 3.20105 3.24173 3.62814 3.1481
threshold=0.0010585968848317864 0.00040826165059115743 0.00068727668258361529 0.00043393640953581786 0.0026012937305495147 0.0028552538715302949 0.0023699469165876512 0.00087947337306104611 0.00055427959887310873 0.0005893622583243997 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 5 6 -4 -5 8 9 -1 -11
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0062848887054361207 0.0028610294538445385 0.0021664600557059072 -0.0064689689007187594 -0.0053518380233028547 0.0091839162465678394 -0.00048416110304423736 0.0023822227587444568 -0.0065648393334257369 -0.0033499731512369908 0.0048745239392496108 -0.00056793926883526693
leaf_weight=223.50057470798492 2026.9713217020035 1329.0361343622208 784.57287168502808 350.42428243160248 215.65039467811584 1095.3434445858002 558.13081967830658 381.60016989707947 1050.2704956531525 698.20216965675354 846.29700458049774
leaf_count=169 775 599 537 251 73 534 236 271 647 249 439
internal_value=0 0.000708772 -0.000298058 -0.00138841 0.00127662 -0.0029821 -0.000601019 -0.00140833 -0.000709924 0.000858483 0.00189252
internal_weight=0 6360.13 4333.16 3004.12 1124.21 1879.92 908.555 3199.87 2818.27 1768 1544.5
internal_count=4780 3005 2230 1631 560 1071 487 1775 1504 857 688
is_linear=0
shrinkage=0.06


Tree=36
num_leaves=12
num_cat=0
split_feature=51 59 148 78 1 81 150 82 95 101 125
split_gain=2.73326 2.47572 2.7423 2.50892 2.47628 2.83132 3.31523 2.95164 2.26608 3.22552 2.90507
threshold=0.045367386192083366 0.048151826485991485 0.0070226341485977182 0.12087306752800943 0.091400381177663817 0.010180860292166473 0.01884530205279589 0.00085274505545385193 0.00099512818269431613 0.00040826165059115743 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 8 9 -1 -11
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.0041439586848499412 -0.0084893063629190024 0.0075580017558423479 -0.0028935041620776806 0.0046401446268044336 0.0054304614121758544 0.00089111328027665802 0.011031824146942284 -0.0022984515284055857 0.0018602076832096848 0.0068693377862487966 -0.0012154470460415665
leaf_weight=758.68039655685425 134.50690543651581 311.13123261928558 127.29841732978821 385.69387578964233 262.55474197864532 1759.8685367107391 124.15553534030914 3403.736178278923 1569.3892977237701 238.86837482452393 484.11619102954865
leaf_count=449 105 62 50 113 91 785 31 2088 670 102 234
internal_value=0 0.000121363 0.00452343 -9.34381e-05 -0.000305748 -0.000486421 0.00155993 -0.00108372 0.00027145 -0.00141138 0.00145628
internal_weight=0 9425.49 438.43 8987.06 8601.37 8338.81 1884.02 6454.79 3051.05 1481.66 722.985
internal_count=4780 4675 112 4563 4450 4359 816 3543 1455 785 336
is_linear=0
shrinkage=0.06


Tree=37
num_leaves=12
num_cat=0
split_feature=40 71 72 59 63 125 140 11 110 69 122
split_gain=2.50536 4.14597 4.62037 3.41843 2.22922 2.32834 2.39983 3.12728 2.19241 4.10635 3.76277
threshold=0.0017376682371832433 0.0027679565828293566 0.011169348377734424 0.0012357163941487672 0.0011615398107096555 0.00090704852482303988 0.00060774214216507982 0.0026012937305495147 0.0016846025246195497 0.00747153488919139 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 -2 -6 -7 -8 -5 10 -10
right_child=1 -3 -4 8 5 6 7 -9 9 -11 -12
leaf_value=-0.0012000686226991703 -0.00068808415663775739 -0.0017732344423006241 -0.0027975244140869527 0.0038588494364043082 0.011940330886152893 0.010501816044315687 -0.007720935862743355 0.0041759794504082973 -0.0044262101838450658 0.012115962912310969 0.0060345132994907257
leaf_weight=1326.7878767251968 284.47528839111328 4208.0656380653381 545.26420962810516 1601.2209270000458 161.06917226314545 155.61245501041412 96.764221787452698 444.80909132957458 482.25669288635254 87.241898417472839 166.43221211433411
leaf_count=791 135 2279 281 634 40 27 71 142 297 22 61
internal_value=0 -0.000765553 0.00174649 0.00123226 0.00391477 0.00544032 0.00393714 0.0020493 0.00261308 -9.76047e-05 -0.00174182
internal_weight=0 5896.06 1687.99 3663.94 1142.73 858.255 697.186 541.573 2337.15 735.931 648.689
internal_count=4780 2975 696 1805 415 280 240 213 1014 380 358
is_linear=0
shrinkage=0.06


Tree=38
num_leaves=12
num_cat=0
split_feature=60 7 41 5 40 125 78 1 105 92 142
split_gain=2.34532 3.49513 3.36175 3.007 2.98043 2.8968 2.4246 2.58516 2.61233 3.20201 3.29877
threshold=0.0084566329605877417 0.00017767510871635753 0.00040826165059115743 0.00096484774257987748 0.0014427106943912806 0.04273676127195359 0.12087306752800943 0.012252715881913902 0.007706565549597145 0.0049928687512874612 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 4 -2 -3 7 -1 9 10 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0010407408940825986 0.0094183207221887159 -0.0036199160630075774 0.0043133307093241712 0.0097776753920602727 -0.010244369319406147 0.011519656941077148 0.0047298431621102541 -0.0020160176170362343 0.0087290028552611271 -0.0032012773236671623 0.0087095995650420584
leaf_weight=6732.5115758180618 49.218182563781738 587.72824120521545 452.76699864864349 314.36779201030731 63.368176460266113 49.218182563781738 317.51067399978638 173.9217324256897 182.1606719493866 383.45966804027557 253.76778793334961
leaf_count=3680 12 295 133 73 49 12 92 92 59 208 75
internal_value=0 0.00216425 0.000361167 0.00676511 -0.00164791 -0.00244842 -0.000407951 -0.000619159 0.00223808 0.000779508 0.00434853
internal_weight=0 1516.67 1089.71 426.954 112.586 636.946 8043.33 7725.82 993.31 811.149 427.69
internal_count=4780 574 440 134 61 307 4206 4114 434 375 167
is_linear=0
shrinkage=0.06


Tree=39
num_leaves=12
num_cat=0
split_feature=29 53 146 93 24 65 80 137 11 114 35
split_gain=2.34673 3.32115 4.82409 3.29415 2.64978 2.55574 2.95129 2.72054 2.43465 2.32161 2.2924
threshold=0.015675474889576439 0.00070876078098081063 0.0041444667149335155 0.021960759535431865 0.002945306478068233 0.00017767510871635753 0.052634395658969886 0.00085274505545385193 0.0019071503775194289 0.011169348377734424 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 8 6 7 -2 -1 -4 -7
right_child=3 -3 9 -5 -6 10 -8 -9 -10 -11 -12
leaf_value=-0.0026171115220713428 -0.00070655454054645587 -0.0012427139567015226 0.0053617606958819685 -0.0066752294643586674 -0.010915931914918901 0.0076211615843790664 0.007478121471476586 -0.014202996278447403 0.0049164014788161759 -0.0056349695576570144 0.0021667465802414506
leaf_weight=528.6130256652832 613.44741141796112 5545.9543040990829 918.57391226291656 155.69208252429962 97.780623316764832 434.91205835342407 147.56087028980255 58.83418333530426 218.05790734291077 74.656320571899414 765.91698443889618
leaf_count=266 302 3080 302 116 80 125 44 53 59 43 310
internal_value=0 -0.000510217 0.00170034 0.00173161 -0.00163354 0.00237966 -0.000202844 -0.00188962 -0.000416659 0.00453471 0.00414268
internal_weight=0 7383.64 1837.68 2176.36 844.452 2020.67 819.842 672.282 746.671 993.23 1200.83
internal_count=4780 3830 750 950 405 834 399 355 325 345 435
is_linear=0
shrinkage=0.06


Tree=40
num_leaves=12
num_cat=0
split_feature=107 40 91 94 87 134 63 93 95 72 95
split_gain=2.33307 2.91687 2.93194 4.32626 3.44149 4.09439 2.79876 4.54678 3.70404 3.41025 3.01226
threshold=0.048151826485991485 0.0017376682371832433 0.0014427106943912806 0.00093549740267917525 0.0072436286136507997 0.00017767510871635753 0.00085274505545385193 0.00040826165059115743 0.00099512818269431613 0.011169348377734424 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -3 9 -9 -8 -10
right_child=-2 6 3 4 -6 -7 7 8 10 -11 -12
leaf_value=0.0002595073010340825 -0.0074201075056511481 -0.003336406646920872 -0.0017889821043265974 0.0066112430750197128 0.013477589834344795 -0.0051660785429775502 0.0043421660636568608 -0.0045676230849417254 0.0034808415998511246 -0.0021340080648519443 -0.0013866274492047585
leaf_weight=2349.6155310869217 150.04801046848297 1162.3088401556015 338.86915600299835 518.3553329706192 184.56818461418152 133.58418130874634 1122.8424854278564 911.13591969013214 631.6770613193512 395.85789108276367 1661.1370894908905
leaf_count=1195 119 659 184 184 45 88 389 554 278 203 882
internal_value=0 0.000118536 0.00148344 0.00392988 0.00624653 0.00419762 -0.000699029 -4.98773e-05 -0.00133162 0.00265409 -4.5532e-05
internal_weight=0 9409.95 3524.99 1175.38 836.508 651.94 5884.96 4722.65 3203.95 1518.7 2292.81
internal_count=4780 4661 1696 501 317 272 2965 2306 1714 592 1160
is_linear=0
shrinkage=0.06


Tree=41
num_leaves=12
num_cat=0
split_feature=58 79 1 78 50 52 122 52 38 17 58
split_gain=2.24169 3.8446 2.91499 3.15328 2.59191 2.85882 2.49127 2.38283 2.92176 4.04306 3.25813
threshold=0.00060774214216507982 0.00082683752407319855 0.0044099434744566688 0.000490355829242617 0.0020292587578296666 0.0015349716995842757 0.00017767510871635753 0.010500331409275534 0.00037263428384903824 0.0013986918493174019 0.044033329933881767
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4 -2 9 -9 -11
right_child=7 -3 6 4 5 -7 -8 8 -10 10 -12
leaf_value=-0.0014396884904302166 -0.001064929261767172 -0.00027022332909301618 -0.012456287269565576 0.012256506375999029 -0.0083800293843091025 0.008270756586851653 0.0044840730170330502 -0.0063573657349682237 0.0036599194506038101 -0.00029236362814481732 0.01151875475881887
leaf_weight=130.34762191772461 5771.3003270626068 1226.9088727235794 56.707702875137329 319.9181866645813 53.471143484115601 120.82529854774475 69.386958122253418 328.59741342067719 975.46896994113922 400.76659381389618 106.30059504508972
leaf_count=77 3283 507 43 78 32 28 14 199 329 167 23
internal_value=0 0.00179915 0.00518102 0.00686085 0.00904995 0.00316071 -0.00313823 -0.000469088 0.00142955 -0.00117407 0.00218548
internal_weight=0 1977.57 750.657 624.562 494.215 174.296 126.095 7582.43 1811.13 835.665 507.067
internal_count=4780 779 272 215 138 60 57 4001 718 389 190
is_linear=0
shrinkage=0.06


Tree=42
num_leaves=12
num_cat=0
split_feature=112 124 90 88 103 3 51 1 114 30 27
split_gain=2.19756 2.47948 3.16588 2.65771 3.11348 2.48115 2.26732 2.62847 3.02802 3.2672 4.15869
threshold=0.0079489401541650313 0.00040826165059115743 0.00090704852482303988 0.0051502294372767219 0.004017772153019906 0.00017767510871635753 0.020658296532928947 0.012252715881913902 0.0019071503775194289 0.00075379351619631063 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -3 9 10 -9
right_child=-2 6 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.0018144440910299378 -0.0042342875545371608 -0.00066818481700253686 -0.0087237366084247803 -0.012453204364918686 -0.0070519759799576812 0.0064494009898300982 -0.0051463283369058092 -0.014978922652950196 -0.00043758664331440122 0.011160659274134654 0.0075776208230149073
leaf_weight=1980.4135842323303 421.65668880939484 5232.6591131687164 101.11086010932922 44.403157234191895 121.2796356678009 526.21956288814545 350.61163723468781 46.623315095901489 416.21402144432068 239.43043923377991 79.377668499946594
leaf_count=919 299 2628 83 40 85 183 235 42 189 54 23
internal_value=0 0.000195555 0.00169274 0.00208718 0.00233333 0.00278768 -0.00045684 -0.00018338 0.00306178 0.00704646 -0.000774088
internal_weight=0 9138.34 2773.43 2672.32 2627.91 2506.63 6364.92 6014.3 781.645 365.431 126.001
internal_count=4780 4481 1310 1227 1187 1102 3171 2936 308 119 65
is_linear=0
shrinkage=0.06


Tree=43
num_leaves=12
num_cat=0
split_feature=51 46 81 10 1 148 58 20 14 23 60
split_gain=2.23267 1.82915 2.73051 2.5279 4.33149 2.77842 2.85919 2.85479 3.06805 3.135 2.58618
threshold=0.045367386192083366 0.21471316367387774 0.00899649551138282 0.014740333426743748 0.0012357163941487672 0.013032016810029747 0.021960759535431865 0.0010263677686452868 0.00040826165059115743 0.0049928687512874612 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 10 7 -7 8 -4 -10 -5
right_child=-2 -3 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00068817952157696903 -0.0076726443239539437 0.004760243526885464 0.0059628808944625191 -0.0090274090351380818 0.011342591209930673 -0.0033267048627315218 0.0073279555507388223 0.0059327355379723895 0.0018839607175283597 -0.0068331827985478035 0.006958717526214209
leaf_weight=6570.7210841178894 134.50690543651581 294.84070837497711 245.90355801582336 81.129439353942871 228.23597252368927 703.55115962028503 103.98675978183746 529.83083188533783 334.06818056106567 267.26204001903534 65.963043928146362
leaf_count=3510 105 112 76 65 52 367 29 162 115 168 19
internal_value=0 0.000109679 -4.05445e-05 0.00162174 0.00616987 0.000840096 -0.00195397 0.00247861 0.000318075 -0.00199088 -0.00185864
internal_weight=0 9425.49 9130.65 2559.93 375.328 2184.6 807.538 1377.06 847.234 601.33 147.092
internal_count=4780 4675 4563 1053 136 917 396 521 359 283 84
is_linear=0
shrinkage=0.06


Tree=44
num_leaves=12
num_cat=0
split_feature=51 107 58 5 108 17 79 61 38 94 99
split_gain=1.97298 1.92529 2.13396 4.41137 2.66251 2.68604 2.57099 4.4973 3.58598 2.75014 2.37479
threshold=0.045367386192083366 0.048151826485991485 0.00060774214216507982 0.0031340263085439806 0.017724351026117805 0.019431582652032379 0.00082683752407319855 0.00043393640953581786 0.000490355829242617 0.0022272822679951791 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 -8 -4
right_child=-2 -3 10 -5 -6 -7 9 -9 -10 -11 -12
leaf_value=-0.0073471306142310951 -0.0072126277192865627 -0.0066879853018635433 5.6203060262934112e-05 0.011344699986535176 -0.0097321143336620546 -0.0087339199020466871 -0.0020599510259117155 0.0099681431907901463 0.0083089892322663842 0.0041738951563845376 -0.0039863742588935958
leaf_weight=132.5677797794342 134.50690543651581 147.82785260677338 6774.362015247345 165.6031653881073 77.892879962921143 85.757109880447388 636.11737704277039 326.48498284816742 87.241898417472839 424.82767057418823 566.81004643440247
leaf_count=79 105 117 3459 36 54 53 282 92 22 124 357
internal_value=0 0.000103114 0.000211392 0.00198308 0.00110704 0.00160629 0.00215852 0.00550233 -0.0011323 0.000436388 -0.000255973
internal_weight=0 9425.49 9277.66 1936.49 1770.89 1693 1607.24 546.295 219.81 1060.95 7341.17
internal_count=4780 4675 4558 742 706 652 599 193 101 406 3816
is_linear=0
shrinkage=0.06


Tree=45
num_leaves=12
num_cat=0
split_feature=112 9 59 102 37 121 108 82 124 43 35
split_gain=1.86184 1.82174 2.44925 2.41848 2.55306 2.31406 3.17968 2.43494 1.90604 2.53646 2.45203
threshold=0.0079489401541650313 0.0020932231564074759 0.048151826485991485 0.00052132029668428015 0.0016331639490090313 0.0098710241727530974 0.017724351026117805 0.00062670491752214741 0.011169348377734424 0.00064626874518580746 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -3 7 -7 -5 -1 10 -10
right_child=-2 3 -4 5 -6 6 -8 -9 9 -11 -12
leaf_value=0.00069437258620742425 -0.0038974791714259513 -0.0036876424840161463 0.0051922492108005727 -0.0016362393549945898 0.012759902931726479 -0.0037783135491224859 0.014546567947743444 -0.0088526943238116818 0.012368706308254427 -0.0060213536886767694 -0.00089817366035351693
leaf_weight=6328.1899125576019 421.65668880939484 63.55553126335144 377.00059914588928 361.72647643089294 72.810872316360474 86.867188811302185 55.972333550453186 314.8080792427063 52.54841935634613 367.1691437959671 1057.6944383382797
leaf_count=3146 299 33 89 148 9 54 10 227 15 258 492
internal_value=0 0.000179975 0.000469508 -0.00229866 0.0050972 -0.00353001 0.00340753 -0.00499504 0.000241342 -0.00169904 -0.000269187
internal_weight=0 9138.34 8182.6 955.74 136.366 819.374 142.84 676.535 7805.6 1477.41 1110.24
internal_count=4780 4481 4000 481 42 439 64 375 3911 765 507
is_linear=0
shrinkage=0.06


Tree=46
num_leaves=12
num_cat=0
split_feature=129 124 54 31 47 81 82 21 63 133 92
split_gain=1.97175 2.95274 2.83333 3.95975 3.40804 3.34435 3.5593 3.69304 2.72048 2.50151 2.31624
threshold=0.0063990866765379914 0.0012745757703669371 0.0072436286136507997 0.00070876078098081063 0.0020292587578296666 0.0005893622583243997 0.002945306478068233 0.0092791137285530585 0.0021592099219560628 0.012252715881913902 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 9 -2 10 -7
right_child=8 -3 5 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.0031827654145413324 -0.00057459871510000206 -0.0019672868479875395 -0.0052460116087575132 -0.0044214552402429969 -0.0013284828488198408 0.010942476090462035 -0.001452952033873702 -0.0063708942620980327 0.0035040645040206571 -0.0004730462133971067 -0.0013291008601792323
leaf_weight=1099.7041327953339 1153.535935997963 2912.1585667133331 152.36184573173523 696.14126682281494 1334.1040921211243 487.27312290668488 280.67666459083557 72.248807907104492 1202.220153927803 107.12964177131653 62.445452332496643
leaf_count=449 546 1629 113 425 741 156 172 57 412 48 32
internal_value=0 -0.000492644 0.000507916 -0.000431446 0.000709949 0.00303769 0.00428799 0.00649795 0.00150694 0.00791419 0.00954849
internal_weight=0 7204.24 4292.09 3129.95 2433.81 1162.14 1009.77 729.097 2355.76 656.848 549.719
internal_count=4780 3822 2193 1615 1190 578 465 293 958 236 188
is_linear=0
shrinkage=0.06


Tree=47
num_leaves=12
num_cat=0
split_feature=113 60 103 40 112 132 124 29 78 5 46
split_gain=1.73988 1.77414 2.90361 2.57704 2.21967 1.96107 1.78337 2.25823 1.71117 2.37529 1.63687
threshold=0.030689206905663017 0.0084566329605877417 0.00037263428384903824 0.015675474889576439 0.015923793427646164 0.00080172589514404546 0.00017767510871635753 0.0046923852059990176 0.12087306752800943 0.000490355829242617 0.21471316367387774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 8 -5 -3 -8 10 -10 -1
right_child=-2 2 -4 5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00045110705108855999 -0.0078286160588911663 0.010149414574546982 -0.0029914223482573341 -0.0061519069643025809 -0.0065133477957077046 0.0028472580443091866 -0.0010045793164946313 0.0064736277777396149 0.0014253452016851156 0.013905740822151996 0.004854814280986418
leaf_weight=7218.2202826738358 101.01718270778656 200.20296704769135 331.19228088855743 148.29623961448669 200.00156235694885 211.21007895469666 234.42805910110474 382.45731639862061 247.01363694667816 70.497037053108215 215.46303987503052
leaf_count=3778 91 51 169 77 164 69 98 102 77 15 89
internal_value=0 8.37785e-05 0.0019707 0.00336759 -0.000274059 -0.000865573 0.00522999 0.00363207 -0.000112986 0.00419988 -0.000297253
internal_weight=0 9458.98 1507.79 1176.59 7951.2 359.506 817.088 616.885 7751.19 317.511 7433.68
internal_count=4780 4689 566 397 4123 146 251 200 3959 92 3867
is_linear=0
shrinkage=0.06


Tree=48
num_leaves=12
num_cat=0
split_feature=103 124 15 77 10 53 110 76 94 84 103
split_gain=1.56588 2.08244 2.3117 4.85632 4.48028 2.84204 3.17962 2.50093 1.96492 1.93794 1.93094
threshold=0.004017772153019906 0.00040826165059115743 0.019431582652032379 0.00017767510871635753 0.0045489775948226461 0.0072436286136507997 0.002945306478068233 0.00077738583786413084 0.0042751494329422721 0.00064626874518580746 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 -8 10 -10 -5
right_child=-2 2 3 8 -6 6 7 -9 9 -11 -12
leaf_value=0.0014923738228995462 -0.0038291562105354196 0.00085792009875681368 -0.0086157042607763069 0.0033029188870367801 -0.0035064148898076128 -0.0093973293354123275 -0.00425168930807957 0.0091310355476406767 -0.012142874461426176 0.0023060733706082317 0.010495788343859544
leaf_weight=2875.8350939750671 369.48297905921936 3172.3619955778122 131.08299124240875 561.36737906932831 1691.549507856369 219.24761378765106 130.34762191772461 81.691503763198853 49.953551888465881 100.46916818618774 176.61027729511261
leaf_count=1378 252 1346 110 247 1063 149 77 17 45 42 54
internal_value=0 0.00015408 -0.000455421 0.00216077 -0.000959147 0.000236602 -0.00433269 0.000906096 0.00375163 -0.00249713 0.00502548
internal_weight=0 9190.52 6314.68 1019.48 5295.2 3603.65 431.287 212.039 888.4 150.423 737.978
internal_count=4780 4528 3150 498 2652 1589 243 94 388 87 301
is_linear=0
shrinkage=0.06


Tree=49
num_leaves=12
num_cat=0
split_feature=40 33 93 14 60 90 123 141 61 53 5
split_gain=1.74125 2.62806 2.81048 2.17311 2.17088 2.17056 2.94322 2.61417 3.20739 2.10786 2.97772
threshold=0.0017376682371832433 0.022641776129603389 0.013032016810029747 0.00062670491752214741 0.0084566329605877417 0.00040826165059115743 0.0011615398107096555 0.00017767510871635753 0.0062037324532866487 0.00070876078098081063 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1 10 -2
right_child=9 -3 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.009496467895121867 -0.00090762743898959559 0.0064242725521374746 -0.0040661751233009094 -0.00033076978591118418 0.0092310828360558685 -0.0094815324693031996 0.0047634751365522301 0.0045381113047418672 0.0092272381463576539 -0.0012075280001434753 0.0051943893669349961
leaf_weight=109.9914915561676 694.30986845493317 298.26462256908417 416.19997155666351 1565.8576562404633 172.35731637477875 123.21876132488251 90.478457808494568 840.66698241233826 46.90434730052948 4710.0367693901062 491.71343863010406
leaf_count=91 294 107 286 780 34 111 33 345 18 2521 160
internal_value=0 0.00102727 0.000548818 0.00120016 0.00293262 0.00203569 -0.00345085 0.00321124 -0.00389666 -0.000638249 0.00162243
internal_weight=0 3663.94 3365.67 2949.48 1383.62 1211.26 213.697 997.563 156.896 5896.06 1186.02
internal_count=4780 1805 1698 1412 632 598 144 454 109 2975 454
is_linear=0
shrinkage=0.06


Tree=50
num_leaves=12
num_cat=0
split_feature=40 142 22 33 141 82 54 54 10 6 134
split_gain=1.5386 3.0887 2.4167 2.21907 1.9878 4.37979 2.93844 4.01311 2.77123 3.29182 2.36677
threshold=0.0017376682371832433 0.0028552538715302949 0.00073092587990686308 0.031632266007363803 0.013439828064292671 0.0038949446752667431 0.055838862434029586 0.0084566329605877417 0.0031340263085439806 0.00017767510871635753 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -3 10 -10
right_child=-2 4 -4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0007820250902658832 -0.00059995073222736308 0.005354060469002591 -0.0097528762896416706 0.012311211287739376 -0.0020805934915439661 -0.0052131147285164377 -0.008773986804741318 0.0097616721076398995 -0.0061152303897025221 0.0094165282983398931 0.0070345689183426438
leaf_weight=1479.8054642677307 5896.0600764751434 643.90197944641113 105.55117583274841 48.014426231384277 288.91560411453247 193.62212097644806 58.927860736846924 430.37806522846222 267.26204001903534 87.241898417472839 60.318971872329712
leaf_count=848 2975 192 87 19 139 134 45 129 168 22 22
internal_value=0 0.000965656 -0.00097668 -0.000369768 0.00252802 0.0032926 0.00435674 0.00487691 0.00289049 -0.000933912 -0.00369249
internal_weight=0 3663.94 1633.37 1527.82 2030.57 1741.65 1548.03 1489.1 1058.72 414.823 327.581
internal_count=4780 1805 954 867 851 712 578 533 404 212 190
is_linear=0
shrinkage=0.06


Tree=51
num_leaves=12
num_cat=0
split_feature=63 9 18 38 29 33 71 92 146 108 78
split_gain=1.66365 2.734 2.92931 3.09014 2.60071 2.6883 2.67281 2.62961 2.73644 3.02625 2.28986
threshold=0.0046923852059990176 0.00062670491752214741 0.00038414125447161501 0.00040826165059115743 0.015675474889576439 0.00042089859198313212 0.045367386192083366 0.0014427106943912806 0.0046923852059990176 0.011169348377734424 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 10 8 -6 -10 -1
right_child=1 2 -4 -5 7 -7 -8 -9 9 -11 -12
leaf_value=-0.0001149297632971703 0.0037934391380454423 -0.010237147076601482 0.0013750575702656297 0.00064787147867368983 0.0061105780526939336 -0.0020126361859729202 -0.0072964430766990261 -0.00075265438285539437 0.0026460710384961766 -0.012434516397299278 0.0045650499965252337
leaf_weight=1123.7371097803116 986.10137224197388 190.10452938079834 971.74997365474701 185.39723134040833 607.81738924980164 3695.9960690736771 135.71066176891327 854.53594410419464 177.53300142288208 65.494656920433044 565.82174468040466
leaf_count=600 379 147 455 70 208 2133 98 406 71 59 154
internal_value=0 0.00139299 -0.000364139 -0.00486412 -0.000449671 -0.00108226 0.000801681 0.0015983 0.00395927 -0.00142151 0.00145254
internal_weight=0 2333.35 1347.25 375.502 7226.65 5521.27 1825.27 1705.38 850.845 243.028 1689.56
internal_count=4780 1051 672 217 3729 2985 852 744 338 130 754
is_linear=0
shrinkage=0.06


Tree=52
num_leaves=12
num_cat=0
split_feature=51 107 81 8 150 116 53 77 80 82 78
split_gain=1.59631 1.55071 1.66816 2.41021 2.38857 2.11142 3.07653 2.65067 2.24529 3.23632 2.73571
threshold=0.045367386192083366 0.048151826485991485 0.00899649551138282 0.0021592099219560628 0.01884530205279589 0.012636432424187662 0.011169348377734424 0.0023699469165876512 0.0032328735105693345 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 8 -7 -8 9 10 -1
right_child=-2 -3 4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0077212428863910297 -0.0064877173375390684 -0.0060020415953035708 0.0010515233224448718 -0.0013352642020194425 0.0091146933983816542 0.014335329661846516 -0.0085667883289064564 0.0085438430308061777 0.0025214612952866094 -0.0038512416968649308 0.002707938659508705
leaf_weight=102.22093904018402 134.50690543651581 147.82785260677338 2425.7847399711609 3693.7899610996246 139.79031777381897 100.65652298927307 62.258097529411316 68.183201789855957 1152.3462295532227 745.72010910511017 786.91480672359467
leaf_count=84 105 117 1013 2034 37 26 48 21 456 502 337
internal_value=0 9.27233e-05 0.000189899 -0.000307514 0.0014912 0.000950248 0.00646014 0.000376834 0.000493186 -0.000936533 0.0015082
internal_weight=0 9425.49 9277.66 6712.09 2565.58 3018.3 231.098 130.441 2787.2 1634.86 889.136
internal_count=4780 4675 4558 3508 1050 1474 95 69 1379 923 421
is_linear=0
shrinkage=0.06


Tree=53
num_leaves=12
num_cat=0
split_feature=9 92 149 78 10 1 125 46 69 110 39
split_gain=1.46662 2.55478 2.90382 1.8833 2.42119 2.38177 3.52445 2.12901 2.03267 2.11597 1.93171
threshold=0.0020932231564074759 0.021960759535431865 0.016164712607860569 0.019431582652032379 0.0058306583669036635 0.0063990866765379914 0.0020292587578296666 0.029773407615721229 0.00046126570669002836 0.0021592099219560628 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 6 -1 10 9 -7 -8
right_child=1 -3 -4 4 -6 8 7 -9 -10 -11 -12
leaf_value=0.00044327307293910478 -0.0062122104685081309 0.0017056801955435059 0.0062531982529257825 0.002940334385240456 -0.0021776290139640022 0.00057324671694097677 -0.001759116176095683 -0.011029634028435428 0.0037800686966715661 -0.010673487557087019 -0.008963161686919156
leaf_weight=3191.1771378517151 525.73712599277496 371.81086421012878 77.063833236694336 1579.6750901937485 421.48338389396667 389.38477230072021 1829.3210724592209 105.55117583274841 853.15888285636902 71.138728976249695 144.49761581420898
leaf_count=1751 320 149 29 558 218 181 985 87 332 56 114
internal_value=0 -0.0022055 -0.00461782 0.000250469 0.00186234 -0.00023945 -0.00080918 -0.00273123 0.00204622 -0.00116602 -0.00228693
internal_weight=0 974.612 602.801 8585.39 2001.16 6584.23 5270.55 2079.37 1313.68 460.524 1973.82
internal_count=4780 498 349 4282 776 3506 2937 1186 569 237 1099
is_linear=0
shrinkage=0.06


Tree=54
num_leaves=12
num_cat=0
split_feature=113 129 74 124 49 90 136 103 28 107 50
split_gain=1.40214 1.42118 2.68718 2.89154 2.54454 2.43928 2.77579 2.91211 2.37827 2.66721 3.72758
threshold=0.030689206905663017 0.0063990866765379914 0.013860232196748258 0.0012745757703669371 0.0022975050378590827 0.00017767510871635753 0.0044099434744566688 0.00096484774257987748 0.00017767510871635753 0.029773407615721229 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 6 7 8 9 10 -1
right_child=-2 4 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0052204995041314952 -0.007027854721250607 0.0020906497414972 0.010622613681330542 -0.0019481385244449151 -0.003922878109136994 -0.003541455596199027 0.0092734212077659733 -0.0038980271586269133 -0.00043038003068858113 -0.0078810961136167694 -0.0011858896177104647
leaf_weight=1156.9739000797272 101.01718270778656 2064.9013601541519 79.377668499946594 2844.0690423250198 288.63457190990448 469.76479244232178 141.9167982339859 432.02210879325867 1446.7045010328293 78.909281492233276 455.70847594738007
leaf_count=444 91 793 23 1600 163 310 47 276 705 63 265
internal_value=0 7.51776e-05 -0.000348096 -0.000472188 0.00135302 0.00053159 0.0010471 0.000719856 0.00135566 0.00288308 0.00341023
internal_weight=0 9458.98 7105.45 7026.07 2353.54 4182 3712.24 3570.32 3138.3 1691.59 1612.68
internal_count=4780 4689 3733 3710 956 2110 1800 1753 1477 772 709
is_linear=0
shrinkage=0.06


Tree=55
num_leaves=12
num_cat=0
split_feature=99 93 62 68 118 84 114 38 45 9 106
split_gain=1.6577 2.9402 2.71266 3.70208 2.35548 1.83917 1.79722 1.94009 2.47836 3.1103 3.00433
threshold=0.023343417793512348 0.00040826165059115743 0.00040826165059115743 0.00082683752407319855 0.00096484774257987748 0.0012357163941487672 0.013860232196748258 0.000490355829242617 0.041476719081401832 0.0018488886416889729 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -3 7 -1 9 -9 -11
right_child=1 4 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-0.00017954717137286157 0.003966455890583781 -0.0055701264137541914 0.014314979329574498 -0.0090492665238954637 -0.010994022997889426 0.0075375461130297956 -0.0022807141610250142 0.0028053127575175313 -0.0090177667716553559 0.0040941522266299112 -0.0079453891185222794
leaf_weight=5053.2666136026382 210.10000002384186 123.59347093105316 48.108103632926941 125.62627398967743 196.5776481628418 55.878656148910522 917.62308835983276 2435.0400810241699 74.375288367271423 118.41778588294983 201.39267349243164
leaf_count=2620 68 79 11 97 169 18 479 989 67 42 141
internal_value=0 -0.00268849 0.00100568 -0.000905175 -0.0064584 -0.00148713 0.000232226 0.00052479 0.00178276 0.00207467 -0.00348756
internal_weight=0 759.884 383.834 335.726 376.05 179.472 8800.12 7882.49 2829.23 2754.85 319.81
internal_count=4780 442 176 165 266 97 4338 3859 1239 1172 183
is_linear=0
shrinkage=0.06


Tree=56
num_leaves=12
num_cat=0
split_feature=99 65 72 72 29 141 2 75 93 69 107
split_gain=1.46474 1.92565 1.83335 3.25701 2.86775 1.71713 2.18742 4.09684 2.01923 2.31446 3.13905
threshold=0.023343417793512348 0.00017767510871635753 0.0012357163941487672 0.0033348383149132137 0.00017767510871635753 0.0010263677686452868 0.0018488886416889729 0.0010918468469753864 0.00017767510871635753 0.0035485138650983576 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -3 8 -8 -7 -10 -11
right_child=2 5 3 4 -6 6 7 -9 9 10 -12
leaf_value=-0.00072839291072235128 -0.0094025208735073577 -0.0012911348286926635 0.0048401688307767648 0.0072505499596007402 -0.0063357256739205899 0.0032983141309525965 0.011782997469521926 -0.0015493563906120802 -0.0012441337402296644 0.0073272757383202308 -0.0001940629771316812
leaf_weight=4116.6644561290741 117.85572147369385 908.64877951145172 211.11640155315399 65.963043928146362 364.94898593425751 1085.9288485050201 197.98280918598175 142.74584496021271 1502.1147701740265 323.15474605560303 522.87527620792389
leaf_count=2229 90 479 77 19 256 380 49 72 763 89 277
internal_value=0 0.000218284 -0.00252718 -0.00126382 -0.00425477 0.00105039 0.00161405 0.00619869 0.001159 0.000169544 0.00267936
internal_weight=0 8800.12 759.884 642.028 430.912 4683.45 3774.8 340.729 3434.07 2348.14 846.03
internal_count=4780 4338 442 352 275 2109 1630 121 1509 1129 366
is_linear=0
shrinkage=0.06


Tree=57
num_leaves=12
num_cat=0
split_feature=99 93 123 38 102 28 17 39 136 84 2
split_gain=1.29428 2.50069 3.63688 1.91578 3.46305 3.1279 2.2728 1.91448 2.50821 1.68141 1.66227
threshold=0.023343417793512348 0.00040826165059115743 0.0010263677686452868 0.000490355829242617 0.00062670491752214741 0.0012357163941487672 0.19438949227333072 0.00077738583786413084 0.00017767510871635753 0.0012357163941487672 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 6 5 -5 -1 -2 -9 -3 -6
right_child=1 9 -4 4 10 -7 -8 8 -10 -11 -12
leaf_value=-0.00031419637607768742 -0.0044323249915629633 -0.0079973043376988604 -0.01132231354177296 0.0075876392436933643 -0.00023109144252112299 -0.0013468897176683447 -0.010936993157091438 0.0015482038658371528 0.014217786909629226 0.00164831432758357 0.0047885751242678831
leaf_weight=5601.9547374248505 76.876478433609009 292.41914582252502 70.028650045394897 507.62925326824188 2155.0706859827042 195.29426431655884 73.35888683795929 145.15335762500763 91.775891542434692 83.630629420280457 266.80770289897919
leaf_count=2896 45 223 55 142 1044 87 58 58 18 43 111
internal_value=0 -0.00237558 0.0010313 0.000205199 0.00139824 0.00510551 -0.000451697 0.00379085 0.00645977 -0.00585232 0.000322078
internal_weight=0 759.884 383.834 8800.12 3124.8 702.924 5675.31 313.806 236.929 376.05 2421.88
internal_count=4780 442 176 4338 1384 229 2954 121 76 266 1155
is_linear=0
shrinkage=0.06


Tree=58
num_leaves=12
num_cat=0
split_feature=63 74 29 36 75 65 40 84 66 62 68
split_gain=1.31687 2.65202 2.14694 2.43112 2.84437 3.20687 2.03617 2.34251 2.54971 2.02217 2.12394
threshold=0.0046923852059990176 0.0095705352723598498 0.015675474889576439 0.00060774214216507982 0.0005375427135732026 0.0035485138650983576 0.00099512818269431613 0.0032328735105693345 0.0060143163427710542 0.00017767510871635753 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 -4 -6 9 8 -8 -2 -11
right_child=1 -3 3 -5 5 -7 7 -9 -10 10 -12
leaf_value=-0.00097486622374275676 -0.0020754061597444695 0.013754537150056645 0.0021837630709510432 0.0048617428789442243 -0.0072188964743919899 0.0042080640249261324 0.00017333503839457858 -0.010197479502571207 0.010862835280684113 0.013385012318159046 0.0001892754179235456
leaf_weight=5521.2655853033066 84.740708351135254 59.302570343017578 750.18852460384369 523.99940502643585 307.13120412826538 124.06185793876648 1833.1337461471558 74.468965768814087 83.911661624908447 132.01976525783539 65.775689125061035
leaf_count=2985 44 13 312 181 212 39 851 59 19 30 35
internal_value=0 0.00123929 -0.00040011 0.00146064 -4.8191e-05 -0.00393094 0.000912326 0.000235966 0.000641771 0.00567802 0.00899916
internal_weight=0 2333.35 7226.65 1705.38 1181.38 431.193 2274.05 1991.51 1917.05 282.536 197.795
internal_count=4780 1051 3729 744 563 251 1038 929 870 109 65
is_linear=0
shrinkage=0.06


Tree=59
num_leaves=12
num_cat=0
split_feature=51 113 15 93 28 129 50 120 114 39 33
split_gain=1.34248 1.2402 1.27745 2.38694 1.98347 3.00466 2.88579 2.81829 3.61505 2.37363 3.64985
threshold=0.045367386192083366 0.030689206905663017 0.019431582652032379 0.016668972559273246 0.00017767510871635753 0.0063990866765379914 0.010500331409275534 0.00017767510871635753 0.007706565549597145 0.00064626874518580746 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 8 -1 10 -8
right_child=-2 -3 3 -5 5 -7 9 -9 -10 -11 -12
leaf_value=0.0043270622132235807 -0.0059496154118062845 -0.0065240846474750201 0.002270753333465228 -0.0055293124023863514 -0.0019454988962450731 0.0010969841447720427 -0.0067837023128966886 -0.0062492304014518498 -0.0042486110994095529 -0.0060301820484100557 0.0049055849298196676
leaf_weight=1390.1982028484344 134.50690543651581 101.01718270778656 1635.71300137043 154.48832619190216 3274.9014446735382 1816.6839668750763 145.70137214660645 121.2796356678009 202.69010722637177 300.4707305431366 282.34880793094635
leaf_count=549 105 91 754 123 1786 723 107 85 126 206 125
internal_value=0 8.50178e-05 0.000156687 0.00159736 -0.000185645 -0.000859937 0.00121984 0.00256424 0.00323564 -0.00194339 0.000926085
internal_weight=0 9425.49 9324.48 1790.2 7534.27 5091.59 2442.69 1714.17 1592.89 728.521 428.05
internal_count=4780 4675 4584 877 3707 2509 1198 760 675 438 232
is_linear=0
shrinkage=0.06


Tree=60
num_leaves=12
num_cat=0
split_feature=51 81 20 58 129 5 52 116 46 99 20
split_gain=1.18632 1.25697 2.79216 2.71269 2.62789 2.57811 2.24013 2.20908 2.10232 2.26733 2.61962
threshold=0.045367386192083366 0.00899649551138282 0.0010263677686452868 0.021960759535431865 0.00040826165059115743 0.0026833302108570938 0.0046923852059990176 0.00070876078098081063 0.21471316367387774 0.023343417793512348 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 7 -6 -4 -3 9 10 -1
right_child=-2 2 6 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00050303230975687558 -0.0055929037202818921 -0.00018975341060531496 0.00045087423783361682 0.0059317754519343322 -0.0010179907313881183 0.0072987521572973214 0.0061114028767200856 -0.00864974045367768 0.0048386760734348572 -0.0047486613448739735 -0.0022694303875833021
leaf_weight=4441.4117180109024 134.50690543651581 191.96402752399445 446.37350738048553 211.21007895469666 729.83239424228668 164.30573165416718 577.0162113904953 263.74444842338562 270.32529449462891 434.24226665496826 1695.0670994520187
leaf_count=2182 105 84 200 69 326 51 156 181 98 278 1050
internal_value=0 7.9901e-05 0.00120717 -0.000389644 -0.00137912 0.000510929 0.00364273 -0.00508685 -0.000345978 -0.000559349 -0.000262824
internal_weight=0 9425.49 2584.45 1561.06 1349.85 894.138 1023.39 455.708 6841.05 6570.72 6136.48
internal_count=4780 4675 1067 711 642 377 356 265 3608 3510 3232
is_linear=0
shrinkage=0.06


Tree=61
num_leaves=12
num_cat=0
split_feature=129 88 24 39 142 115 47 88 127 29 142
split_gain=1.21462 1.94079 2.39036 2.72849 2.30965 3.93559 2.23042 2.07765 2.44031 2.19777 1.75735
threshold=0.0044099434744566688 0.00064626874518580746 0.004017772153019906 0.0063990866765379914 0.0070226341485977182 0.0033348383149132137 0.0005375427135732026 0.00039601318712811922 0.0079489401541650313 0.0068083447404205808 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 8 9 -6 -2
right_child=10 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0036350568794628014 -0.00080431653303842993 -0.0017294773206747618 0.0020377502837377278 -0.0072644435389162256 -0.0057814456686524325 -0.011874693010718503 -0.002964497629542311 0.011664320865433626 -0.0069720377465742524 0.0048439209611175465 0.0022671378733426779
leaf_weight=222.21719086170197 1110.697194814682 2579.7625294923782 1769.4845374822617 218.13753485679626 80.113037824630737 66.698413252830505 1079.8679171800613 93.902372002601624 91.494859337806702 555.36264729499817 1692.2614492177963
leaf_count=87 564 1467 826 148 56 52 706 28 42 185 619
internal_value=0 -0.000435556 0.000363554 -0.000866845 -0.000229202 0.00213089 -0.00183801 0.00327019 0.00218447 0.00350371 0.00105006
internal_weight=0 6757.04 4177.28 2407.79 2189.66 887.571 1302.09 820.873 726.971 635.476 2802.96
internal_count=4780 3597 2130 1304 1156 363 793 311 283 241 1183
is_linear=0
shrinkage=0.06


Tree=62
num_leaves=12
num_cat=0
split_feature=26 65 138 81 45 63 79 95 60 15 146
split_gain=1.12977 1.76486 1.5283 1.45978 1.69295 1.40915 2.13974 2.95793 4.22741 3.22184 2.2461
threshold=0.0016846025246195497 0.00043393640953581786 0.070576477795839324 0.020658296532928947 0.0016846025246195497 0.0046923852059990176 0.00068727668258361529 0.00047558375808876013 0.0022272822679951791 0.099488973617553725 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 6 7 8 -1 10 -9
right_child=1 3 -4 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.0048238520192487111 -0.0059167302860372905 0.0042184612084786889 -0.007700650152613139 0.007899638241104661 -0.0060984790765497773 0.0016369257662618433 -0.00091328815281271447 -0.0059917851137519023 0.0047437235697256391 -0.012280959344581885 0.0039546036010708555
leaf_weight=512.77683854103088 286.9624285697937 99.45276665687561 87.883590340614319 74.937352776527405 134.69426023960114 2024.5497591495514 4572.5743367671967 86.773511409759521 245.90355801582336 48.843472957611084 1384.6478081941605
leaf_count=373 210 33 63 19 89 886 2381 62 76 44 544
internal_value=0 -0.00252922 0.000168223 0.000616743 -0.00171648 0.00024622 -0.000164736 0.00133716 -0.00172259 0.00286413 0.00336767
internal_weight=0 596.047 8963.95 309.084 234.147 8876.07 6851.52 2278.95 758.68 1520.26 1471.42
internal_count=4780 351 4429 141 122 4366 3480 1099 449 650 606
is_linear=0
shrinkage=0.06


Tree=63
num_leaves=12
num_cat=0
split_feature=40 91 33 71 36 91 21 129 32 138 68
split_gain=1.14976 1.92017 2.81007 2.10224 1.84302 2.02961 2.16224 1.70272 2.51014 1.89183 2.35482
threshold=0.0017376682371832433 0.0014427106943912806 0.022641776129603389 0.0058306583669036635 0.0013986918493174019 0.0031340263085439806 0.00077738583786413084 0.0044099434744566688 0.000490355829242617 0.0026833302108570938 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -2 -9 10 -10
right_child=7 2 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=-0.00013836805295990514 -0.001283492049440288 -0.0021457895406899563 0.0092730198608474822 0.0046252622368252059 0.0098664784804719432 0.0056661743149071806 -0.0080743441679250599 -0.0039502699097179643 0.0073287867257386726 -0.00031886685165149028 0.0011743533234863004
leaf_weight=2439.6256018877029 3773.1676295995712 365.60472774505615 200.20296704769135 346.27904880046844 131.92608785629272 63.649208664894104 116.65196514129639 332.02132761478424 367.93261289596558 851.67409431934357 571.26441204547882
leaf_count=1268 2057 200 51 126 38 25 97 194 97 363 264
internal_value=0 0.000834694 0.00277352 0.00150215 0.00352752 0.00193782 -0.00322327 -0.000518696 0.000840627 0.00172901 0.00358589
internal_weight=0 3663.94 1224.31 1024.11 658.506 526.58 180.301 5896.06 2122.89 1790.87 939.197
internal_count=4780 1805 537 486 286 248 122 2975 918 724 361
is_linear=0
shrinkage=0.06


Tree=64
num_leaves=12
num_cat=0
split_feature=78 148 88 32 60 81 112 2 31 107 35
split_gain=1.11969 1.91694 1.63662 1.43391 1.10095 1.55537 1.49478 1.66193 1.3373 2.43148 2.89154
threshold=0.12087306752800943 0.011519505176693203 0.030689206905663017 0.0026833302108570938 0.010829726699739696 0.016668972559273246 0.0079489401541650313 0.0018488886416889729 0.0014427106943912806 0.0031340263085439806 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 8 -1 -8 9 10 -6
right_child=1 3 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00021349020226977546 0.0084660460516724784 -0.010958622084881806 -0.0013999265077266623 0.0024593212473659927 -0.0053884674694154875 0.0084989406946211071 -0.0059687191182604829 0.0042472320480457914 -0.0018547197407223692 0.0066456857252918632 0.0044144951352059264
leaf_weight=7526.2882608175278 210.38103222846985 51.250985622406006 84.928063154220581 64.852964997291565 214.07192873954773 105.19051611423492 308.88297498226166 70.309682250022888 411.77370572090149 292.99526011943817 219.0743088722229
leaf_count=3910 44 30 28 18 112 22 254 31 185 78 68
internal_value=0 0.00306166 0.00562917 -0.003468 -0.000137697 0.00152207 -0.000398705 -0.00407386 0.000876433 0.00242523 -0.000430505
internal_weight=0 411.413 295.309 116.104 9148.59 1243.11 7905.48 379.193 1137.92 726.141 433.146
internal_count=4780 120 72 48 4660 465 4195 285 443 258 180
is_linear=0
shrinkage=0.06


Tree=65
num_leaves=12
num_cat=0
split_feature=9 102 1 92 32 78 102 117 114 55 30
split_gain=1.18247 1.80726 1.3965 1.71801 2.62999 1.70052 2.21075 2.33655 1.85473 2.51059 2.53429
threshold=0.0020932231564074759 0.00052132029668428015 0.091400381177663817 0.0049928687512874612 0.0026833302108570938 0.019431582652032379 0.045367386192083366 0.0023699469165876512 0.0038949446752667431 0.00075379351619631063 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 8 -8 9 10 -1
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0010783421338003752 0.0043339231399015313 -0.0030372949939331691 0.0077790972023411235 -0.014347871295536184 0.0067855131744307736 0.0016348754915712603 -0.0026009179792109613 0.013484911760871429 -0.0024304008879068124 -0.010368398423140097 0.0017215746430033802
leaf_weight=2548.6803194284439 139.69664037227631 834.91518306732178 182.34802675247192 37.74268364906311 48.108103632926941 1955.3642057180405 53.471143484115601 82.707905292510986 1453.1635699272156 82.239518284797668 2141.5623840093613
leaf_count=1439 45 453 43 34 11 759 32 26 824 66 1048
internal_value=0 -0.0019804 0.00022486 0.00448543 -0.00251127 8.74198e-05 -0.000388223 0.00717148 -0.000553696 1.77777e-05 0.000200108
internal_weight=0 974.612 8585.39 268.199 85.8508 8317.19 6361.82 136.179 6225.65 4772.48 4690.24
internal_count=4780 498 4282 88 45 4194 3435 58 3377 2553 2487
is_linear=0
shrinkage=0.06


Tree=66
num_leaves=12
num_cat=0
split_feature=9 22 82 47 4 78 102 20 92 50 71
split_gain=1.04483 2.0662 2.50896 2.02897 1.58886 1.29933 1.50996 1.69491 2.01463 1.2792 1.83855
threshold=0.0020932231564074759 0.0022975050378590827 0.00062670491752214741 0.00747153488919139 0.0026012937305495147 0.12087306752800943 0.045367386192083366 0.00055427959887310873 0.00082683752407319855 0.00066645268816500913 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 6 -1 8 -8 10 -7
right_child=1 3 -4 -5 -6 9 7 -9 -10 -11 -12
leaf_value=-6.3148299803236516e-05 -4.4275762339688467e-06 -0.0078349737167294452 -0.0071212877187371041 0.011583407515111943 0.0035604400124512672 0.0013957321237673312 -0.00043885628480706471 -0.0051391511920641361 0.0152635167139882 0.00020904222811914941 0.013304482929920919
leaf_weight=8043.4398374557495 359.59999597072601 67.808492183685303 353.66084182262421 68.276879191398621 125.26561427116394 96.122529864311218 47.920748829841614 38.946439981460571 76.047431707382202 192.24505972862244 90.665812611579895
leaf_count=4101 138 53 262 13 32 30 27 27 20 60 17
internal_value=0 -0.00186157 -0.00353373 0.00270159 -0.000443665 0.000211369 5.27148e-05 0.00576965 0.0091982 0.00364542 0.00718019
internal_weight=0 974.612 713.261 261.351 193.074 8585.39 8206.35 162.915 123.968 379.033 186.788
internal_count=4780 498 400 98 85 4282 4175 74 47 107 47
is_linear=0
shrinkage=0.06


Tree=67
num_leaves=12
num_cat=0
split_feature=74 116 146 114 81 83 68 39 133 94 71
split_gain=1.10085 1.93092 1.46964 1.08093 1.7725 1.88017 2.1391 2.64388 2.14591 1.9826 2.42572
threshold=0.0095705352723598498 0.0038949446752667431 0.00077738583786413084 0.011169348377734424 0.0015833032084628942 0.00093549740267917525 0.011169348377734424 0.0056525857653468856 0.0087224207818508166 0.00017767510871635753 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 9 8 -8 10 -7
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.0017168348349883523 0.0046872493734854302 0.010702043687154323 -0.0057205967049692285 -0.0019671955893347647 0.0043344758169361021 0.0057811421818259609 0.0045111416184558661 -0.0049849978506979892 -0.0027632654464634205 -0.00065240738950786263 -0.0070079965300264739
leaf_weight=1549.5530821084976 115.1812264919281 93.996049404144287 84.64703094959259 1010.1343492269516 438.05494034290314 336.4756932258606 975.54859745502472 152.45552313327789 171.60789716243744 4568.9771176576614 63.368176460266113
leaf_count=927 31 20 52 530 144 101 418 105 98 2305 49
internal_value=0 0.00361511 0.000277841 -0.000114633 0.000112051 0.000534639 0.000269032 0.00243617 0.00342279 -0.00029783 0.00375304
internal_weight=0 293.824 199.828 9266.18 8256.04 6706.49 6268.43 1299.61 1147.16 4968.82 399.844
internal_count=4780 103 83 4677 4147 3220 3076 621 516 2455 150
is_linear=0
shrinkage=0.06


Tree=68
num_leaves=12
num_cat=0
split_feature=99 123 93 57 34 106 18 98 29 114 127
split_gain=1.03811 2.19734 2.69308 2.06377 1.72121 1.89021 1.81107 1.71114 2.49234 2.81772 1.56871
threshold=0.023343417793512348 0.0010263677686452868 0.00040826165059115743 0.00040826165059115743 0.017724351026117805 0.00064626874518580746 0.001792412775103003 0.049604203552007682 0.0087224207818508166 0.000490355829242617 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 5 -2 -7 -1 9 -9 -11
right_child=1 -3 3 -5 -6 6 -8 8 -10 10 -12
leaf_value=-2.9225671823110122e-05 0.0058361844776404293 -0.0079357177087646651 -0.007164068335918471 0.0068187198686412006 0.013206444714577322 -0.012317002954241053 0.0029774803319013339 -0.0070265546389138168 0.0075037656254943524 -0.0035163825116888152 0.010069168962659483
leaf_weight=8264.5609992742538 148.76462662220001 179.09741747379303 221.18673944473267 45.794268369674683 53.658498287200928 54.393867611885071 56.98873507976532 128.86283338069916 271.62272822856903 46.716992497444153 88.351977348327637
leaf_count=4090 37 129 175 17 16 49 19 108 83 34 23
internal_value=0 -0.00212754 -0.000335407 -0.004764 0.00343269 0.00141243 -0.00449595 0.000183774 0.00347013 -0.000682315 0.00537114
internal_weight=0 759.884 580.787 266.981 313.806 260.147 111.383 8800.12 535.555 263.932 135.069
internal_count=4780 442 313 192 121 105 68 4338 248 165 57
is_linear=0
shrinkage=0.06


Tree=69
num_leaves=12
num_cat=0
split_feature=98 27 108 140 51 58 141 36 101 97 1
split_gain=1.05302 2.55421 2.45302 1.87738 1.61265 1.90139 2.34321 2.4734 2.31384 1.49693 3.6577
threshold=0.049604203552007682 0.0020292587578296666 0.079227816313505187 0.13119348138570788 0.045367386192083366 0.0035485138650983576 0.013439828064292671 0.0020932231564074759 0.05109804309904576 0.00057154725072905432 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 -1 8 -8 9 10 -7
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.00072255971701725113 -0.0020411326120590113 0.0071341127144089684 -0.0081532450379800947 0.0083782423176388694 -0.0068951178844171282 -0.0034186269040199493 -0.0096210174167688182 0.00024954389650752037 -0.013029507493405873 -0.0023446817942602187 0.0024148539808201818
leaf_weight=5439.4710260629654 394.18574774265289 248.0300384759903 136.63338589668274 73.827273845672607 122.20235979557037 550.89423179626465 222.29681837558746 155.14406800270081 52.173709750175476 865.52900612354279 1299.6120177507401
leaf_count=2402 250 86 115 18 102 375 176 67 47 521 621
internal_value=0 0.00221294 -0.000179148 -0.000396077 -5.39278e-05 4.35303e-05 -0.00113064 -0.00556481 -0.000525864 -0.000285204 0.00067814
internal_weight=0 716.043 8843.96 468.013 8707.32 8585.12 3145.65 377.441 2768.21 2716.04 1850.51
internal_count=4780 354 4426 268 4311 4209 1807 243 1564 1517 996
is_linear=0
shrinkage=0.06


Tree=70
num_leaves=12
num_cat=0
split_feature=1 92 32 81 20 19 47 103 121 58 127
split_gain=0.938879 1.82319 2.14124 1.02493 1.75637 1.98603 2.09229 1.979 1.92093 1.95353 2.30669
threshold=0.091400381177663817 0.0049928687512874612 0.0026833302108570938 0.00899649551138282 0.0014881226234138014 0.04673989117145539 0.040252277627587325 0.00073092587990686308 0.02129978779703379 0.0035485138650983576 0.15407856553792956
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 -8 9 -6 -11
right_child=1 2 -4 -5 8 -7 7 -9 -10 10 -12
leaf_value=0.00059278880283726489 0.0068986275654229767 -0.013154936884988639 0.0049353260302387198 0.00091792335605638182 -0.0010945149764496071 -0.0088272877175631977 -0.007069019751989326 0.0058204028573226292 0.0045224843727073756 -0.0060558989791335682 0.01226410480957542
leaf_weight=4475.2761503458023 184.56818461418152 43.293078303337097 51.438340425491333 2561.9637887477875 1099.0343410968781 87.789912939071655 233.30393028259277 52.454741954803467 147.1861606836319 597.97188401222229 25.719170212745667
leaf_count=2164 45 39 14 1071 602 71 194 23 76 474 7
internal_value=0 0.00342693 -0.00333723 -0.000103146 -0.000492505 0.000109937 0.000274915 -0.00470179 -0.0020546 -0.00261677 -0.00529859
internal_weight=0 279.3 94.7314 9280.7 6718.74 4848.82 4761.03 285.759 1869.91 1722.73 623.691
internal_count=4780 98 53 4682 3611 2452 2381 217 1159 1083 481
is_linear=0
shrinkage=0.06


Tree=71
num_leaves=12
num_cat=0
split_feature=74 87 48 122 71 137 7 31 141 45 60
split_gain=0.964894 1.87151 1.55432 2.07925 1.52224 1.07759 1.03961 1.98481 1.76597 1.57517 1.39588
threshold=0.0095705352723598498 0.00090704852482303988 0.00017767510871635753 0.0098710241727530974 0.0033348383149132137 0.00064626874518580746 0.00899649551138282 0.00052132029668428015 0.0026833302108570938 0.074787221848964705 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 -4 -2 -5 9 8 -8 10 -1
right_child=1 -3 3 5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00057260868773545198 -0.0052945054389624694 0.0087235086854145442 -0.0051349969310810388 -0.00070017314640137616 0.0067510160779546274 0.012335152267593135 0.0031181455517421655 -0.0055505980794057505 -0.0062700389776154065 -0.0061095018800494186 0.0010491949880196078
leaf_weight=3232.7184453010559 103.61205017566681 130.90968632698059 417.5910826921463 54.581222414970398 59.302570343017578 39.133794784545898 291.41679418087006 327.39365708827972 95.747820258140564 136.63338589668274 4670.959174156189
leaf_count=1748 61 29 263 33 13 11 117 206 62 115 2122
internal_value=0 0.0033845 -0.000107335 -0.00332255 -0.000908362 0.0047505 8.04772e-05 -0.00211257 0.000795379 0.000275401 0.000385855
internal_weight=0 293.824 9266.18 511.306 162.915 93.715 8754.87 714.558 387.165 8040.31 7903.68
internal_count=4780 103 4677 307 74 44 4370 385 179 3985 3870
is_linear=0
shrinkage=0.06


Tree=72
num_leaves=12
num_cat=0
split_feature=71 92 37 113 101 124 86 124 72 52 5
split_gain=0.919049 2.57375 2.40381 3.01152 2.0091 1.94074 3.14769 2.37997 2.23693 1.90498 1.9872
threshold=0.0027679565828293566 0.0041444667149335155 0.0032328735105693345 0.0044099434744566688 0.0016846025246195497 0.036783467978239066 0.00040826165059115743 0.00899649551138282 0.001792412775103003 0.00899649551138282 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 9 6 -3 8 -8 -1 -11
right_child=-2 5 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-0.0018239620849724158 -0.00039178997942485879 -0.0032434059472053749 -0.010625161579631439 0.0064186098807462637 0.0036274341641627699 0.010279708250878638 0.014033628287404305 -0.0043278405811638717 0.0042702621304038027 -0.0015055340086592799 0.010726068427852647
leaf_weight=1109.2124062776566 6622.4404567480087 248.48437559604645 154.48832619190216 49.124505162239075 492.91719496250153 129.79960739612579 109.72450923919678 85.850787281990051 366.82253396511078 94.825096130371094 96.309884667396545
leaf_count=595 3500 143 123 20 153 28 18 45 96 45 14
internal_value=0 0.000883301 -0.000335679 -0.00651198 0.000365921 0.00347071 0.00237965 0.00486422 0.00652074 -0.000870591 0.00466016
internal_weight=0 2937.56 1996.88 203.613 1793.26 940.682 810.882 562.398 476.547 1300.35 191.135
internal_count=4780 1280 950 143 807 330 302 159 114 654 59
is_linear=0
shrinkage=0.06


Tree=73
num_leaves=12
num_cat=0
split_feature=107 46 117 50 88 38 13 92 37 18 124
split_gain=0.927776 0.886152 1.89885 1.93916 1.09259 1.87679 2.48555 2.23088 2.6227 2.11318 1.8905
threshold=0.048151826485991485 0.21471316367387774 0.0063990866765379914 0.007706565549597145 0.00064626874518580746 0.00017767510871635753 0.00044738779251929378 0.0014427106943912806 0.11766931414604188 0.0015833032084628942 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 10 9 -9 -1
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.0016830184571130112 -0.0046792072020900126 0.0068490895207612128 0.0075024430534846795 -0.0092537953823340867 -0.00064395171989299887 0.0022417397721698593 0.0088424594084603944 -0.0047462533282165865 0.0083839154850044121 0.0017446485973488047 -0.0063128584974452345
leaf_weight=1196.6416594982147 150.04801046848297 192.3387371301651 39.133794784545898 67.808492183685303 4870.1972674131393 1666.8092613220215 101.76660192012787 857.10271179676056 72.71719491481781 228.69030964374542 116.74564254283905
leaf_count=601 119 52 11 53 2447 685 27 570 17 109 89
internal_value=0 7.46987e-05 0.00328668 -0.00312084 -3.0848e-05 0.000673302 -0.000342529 -0.000721012 -0.0026401 -0.0033791 0.000971847
internal_weight=0 9409.95 299.281 106.942 9110.67 4240.47 2573.66 2471.9 1158.51 1085.79 1313.39
internal_count=4780 4661 116 64 4545 2098 1413 1386 696 679 690
is_linear=0
shrinkage=0.06


Tree=74
num_leaves=12
num_cat=0
split_feature=99 47 149 108 100 22 89 69 9 38 29
split_gain=0.984171 1.28968 2.67926 1.96046 1.69853 1.39492 1.1294 1.27668 0.993461 1.84684 2.14472
threshold=0.023343417793512348 0.0011980500421486797 0.0070226341485977182 0.017724351026117805 0.00085274505545385193 0.0060143163427710542 0.00038414125447161501 0.00046126570669002836 0.0020932231564074759 0.00044738779251929378 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 5 -4 6 -3 7 -2 9 -1 -11
right_child=1 2 3 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00032010257732642349 0.0012309287630141298 -0.0093851626840752919 -0.0024357214006101601 0.011826771418892292 -0.0076385157819228496 0.0045196411233529177 -0.003437253647308481 0.011304052251466745 -0.0017554927552838832 -0.001958887390306043 0.002304724626974237
leaf_weight=4960.0996109247208 107.22331917285919 240.98080539703369 116.93299734592438 49.218182563781738 67.808492183685303 29.049407005310059 70.309682250022888 78.36126697063446 862.02546441555023 513.07192063331604 2464.9185347557068
leaf_count=2625 40 209 73 12 53 10 31 14 437 252 1024
internal_value=0 -0.00207152 -0.00420055 0.00179376 0.000797713 -0.00788819 0.00303531 0.005488 0.000178941 0.000389027 0.00157011
internal_weight=0 759.884 436.181 166.151 323.703 270.03 255.894 185.585 8800.12 7938.09 2977.99
internal_count=4780 442 304 85 138 219 85 54 4338 3901 1276
is_linear=0
shrinkage=0.06


Tree=75
num_leaves=12
num_cat=0
split_feature=74 89 89 127 114 119 95 23 15 68 39
split_gain=0.831365 1.69027 0.927007 2.97332 1.68517 1.54076 2.01806 2.18705 1.87623 1.95183 2.05968
threshold=0.0095705352723598498 0.0026833302108570938 0.00068727668258361529 0.15407856553792956 0.00082683752407319855 0.001792412775103003 0.00057154725072905432 0.00093549740267917525 0.099488973617553725 0.011169348377734424 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 -1 -8 9 10 -9
right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00116090744890005 0.0088964389200262232 -0.00045557017736172072 -0.0074263571173988751 0.014821330209752046 -0.00095444204531449663 -0.005512238321230406 0.0075241676274403939 0.00073279392909626469 -0.0089784816944883175 0.0033923428001864696 -0.0049552322282567429
leaf_weight=2049.8661199808121 112.96106863021851 180.86323821544647 154.58200359344482 41.447630047798157 2276.7250312566757 162.25887870788574 183.27075088024139 3130.0572190284729 68.9185711145401 951.86223030090332 247.18694186210632
leaf_count=1119 29 74 115 5 1097 130 60 1510 54 429 158
internal_value=0 0.00314162 -9.96089e-05 -0.00109429 -0.00136621 0.00026246 0.000403843 0.00110399 0.000836287 0.00099274 0.000316342
internal_weight=0 293.824 9266.18 2472.75 2431.31 6793.42 6631.16 4581.3 4398.02 4329.11 3377.24
internal_count=4780 103 4677 1217 1212 3460 3330 2211 2151 2097 1668
is_linear=0
shrinkage=0.06


Tree=76
num_leaves=12
num_cat=0
split_feature=40 60 71 5 126 143 114 52 135 24 123
split_gain=0.94075 2.89105 1.79384 1.81082 2.82351 1.93826 1.8992 1.76977 1.76113 1.66098 1.77593
threshold=0.0017376682371832433 0.0022272822679951791 0.0027679565828293566 0.00017767510871635753 0.00017767510871635753 0.0025217677466571335 0.0054799309000372895 0.00080172589514404546 0.0053125319536775359 0.00017767510871635753 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -2 -7 9 -3 -11
right_child=2 8 -4 4 -6 7 -8 -9 -10 10 -12
leaf_value=-1.4927233983023926e-05 0.0072853425019095332 0.0086202248470384976 -0.0011319783681105176 0.0055482039439474721 -0.0036062987055324397 -0.011820694164245579 -0.0017795122910502989 -0.0013476716444227282 0.01081256682873879 0.0025901019173848018 -0.0088301454384274915
leaf_weight=3031.3257718086243 185.58458614349365 133.22352159023285 4208.0656380653381 545.55929172039032 155.87943732738495 64.384577989578247 150.70375227928162 585.88279294967651 125.26561427116394 316.21324026584625 57.91145920753479
leaf_count=1607 54 23 2279 160 100 58 63 261 32 107 36
internal_value=0 0.000755064 -0.000469149 0.00118321 0.00351359 -0.00047387 0.00322371 -0.00238629 0.00444409 0.00286987 0.000820453
internal_weight=0 3663.94 5896.06 1687.99 701.439 986.556 336.288 650.267 632.614 507.348 374.125
internal_count=4780 1805 2975 696 260 436 117 319 198 166 143
is_linear=0
shrinkage=0.06


Tree=77
num_leaves=12
num_cat=0
split_feature=34 108 24 31 1 65 99 47 38 15 145
split_gain=0.882325 3.63363 1.75103 1.44275 1.61708 1.86209 1.42049 1.37087 1.18986 1.52526 2.24277
threshold=0.02636832278221846 0.00093549740267917525 0.0026012937305495147 0.0022975050378590827 0.0020932231564074759 0.0084566329605877417 0.00085274505545385193 0.00747153488919139 0.00037263428384903824 0.019431582652032379 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 5 6 -4 -8 -1 10 -10
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00083796106189682764 0.011591346335519653 -0.0031306373796247625 -0.0089693468702599869 -0.0037412611761851876 0.0082601655544834 0.01162747811200531 -0.0068037984550182529 0.0049356718797624903 0.0036490524218676895 0.0035434272140403588 -0.00059177789120862885
leaf_weight=4711.0531709194183 117.4013843536377 327.29997968673706 62.164420127868652 112.49268162250519 181.14427042007446 49.218182563781738 50.047229290008545 125.17193686962128 536.49130547046661 539.35315525531769 2748.1619670391083
leaf_count=2530 33 214 56 69 50 12 37 40 168 211 1360
internal_value=0 0.00166333 0.000377885 0.00235716 0.00382432 0.00101877 -0.00118476 0.0015806 -0.00019971 0.000586595 0.000100978
internal_weight=0 1024.94 907.539 580.239 467.746 286.602 237.384 175.219 8535.06 3824.01 3284.65
internal_count=4780 511 478 264 195 145 133 77 4269 1739 1528
is_linear=0
shrinkage=0.06


Tree=78
num_leaves=12
num_cat=0
split_feature=99 106 149 99 150 35 136 60 66 105 81
split_gain=0.922296 1.66694 2.80539 1.5885 1.98051 1.48105 1.22167 1.11905 2.20707 2.09453 1.86008
threshold=0.023343417793512348 0.00064626874518580746 0.0070226341485977182 0.017188700847327713 0.0015349716995842757 0.002945306478068233 0.00040826165059115743 0.0033348383149132137 0.001792412775103003 0.00085274505545385193 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 7 -5 -4 -2 -1 9 -9 -11
right_child=1 2 5 4 -6 -7 -8 8 -10 10 -12
leaf_value=-0.0004017113424507299 -0.00039321459363150985 -0.0072553281487290127 -0.0034587037900883915 -0.0026441463333758681 0.0074062467712924839 0.0075373137544880193 0.0093164351894090263 0.0035240390656005103 0.0073226882087705529 -0.0024908771548754261 0.0018486174730550449
leaf_weight=6209.6503494977951 191.96402752399445 330.16182947158813 86.867188811302185 102.59564864635468 225.82845985889435 89.368378877639771 61.522728204727173 614.66521763801575 191.2286581993103 839.2618213891983 616.88537549972534
leaf_count=3306 84 257 54 52 66 32 15 198 51 465 200
internal_value=0 -0.00200533 -0.00399331 0.000173238 0.00426678 0.00211845 0.00196612 1.44943e-05 0.00115701 0.000587316 -0.000652483
internal_weight=0 759.884 506.397 8800.12 328.424 176.236 253.487 8471.69 2262.04 2070.81 1456.15
internal_count=4780 442 343 4338 118 86 99 4220 914 863 665
is_linear=0
shrinkage=0.06


Tree=79
num_leaves=12
num_cat=0
split_feature=129 28 7 140 86 120 78 122 79 0 87
split_gain=0.94103 1.28542 2.4871 2.26227 2.08138 2.22513 1.76413 1.87433 1.88062 1.6031 1.99977
threshold=0.0063990866765379914 0.00017767510871635753 0.00062670491752214741 0.05109804309904576 0.00044738779251929378 0.000490355829242617 0.023343417793512348 0.007706565549597145 0.012636432424187662 0.011519505176693203 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 9 7 8 -4 10 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0015627187744527793 0.001041043174416672 -0.00099984947332593371 -0.0058152198281898248 0.010477681208559752 0.0075926943013456226 -0.0066156812000433291 -0.012696373025419061 0.010402037295212687 0.0034916392987313209 0.0047975187475415093 -0.0041553611322391803
leaf_weight=1323.3780124187469 2355.756089925766 4295.4948912858963 337.10333526134491 42.464031577110291 186.60098767280579 130.06658971309662 71.045051574707031 36.913636922836304 101.67292451858521 415.47865211963654 264.02548062801361
leaf_count=699 958 2285 239 14 63 101 64 9 35 156 157
internal_value=0 -0.000340342 0.000633586 -0.0028472 0.00151784 0.00098605 -0.00388385 -0.00256529 -0.00365834 0.00148001 0.000611455
internal_weight=0 7204.24 2908.75 589.199 2319.55 2132.95 546.735 475.69 438.776 2002.88 1587.4
internal_count=4780 3822 1537 361 1176 1113 347 283 274 1012 856
is_linear=0
shrinkage=0.06


Tree=80
num_leaves=12
num_cat=0
split_feature=26 32 143 103 136 103 128 33 138 24 43
split_gain=0.883319 1.51962 1.74611 1.44465 1.02114 1.67613 1.54595 1.89363 1.36153 1.20462 2.1221
threshold=0.0016846025246195497 0.0010918468469753864 0.013032016810029747 0.0010918468469753864 0.0036604277556762104 0.00073092587990686308 0.00070876078098081063 0.00017767510871635753 0.00057154725072905432 0.0072436286136507997 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 9 6 7 -6 -8 -1 -11
right_child=1 2 -4 -5 5 -7 8 -9 -10 10 -12
leaf_value=-0.00031368716613150677 -0.006131031026641514 0.0045375365200351269 -0.01171190267863759 -0.0036979695403293708 0.0094242450408281338 0.013216139700272493 0.0082923531527252462 -0.0093964877215588025 -0.00068955868160700841 0.00048740695102462224 0.0063510776972627364
leaf_weight=7091.3106248378754 224.61065363883972 211.21007895469666 39.962841510772705 120.26323413848877 25.719170212745667 51.438340425491333 133.12984418869019 75.579044699668884 111.66363489627838 1202.660441160202 272.45177495479584
leaf_count=3599 170 69 36 76 7 14 31 60 44 566 108
internal_value=0 -0.00223635 0.000119815 0.00154936 0.000148796 0.00312116 0.0016174 -0.0046134 0.00419661 1.08267e-05 0.00157078
internal_weight=0 596.047 371.436 331.473 8963.95 397.53 346.092 101.298 244.793 8566.42 1475.11
internal_count=4780 351 181 145 4429 156 142 67 75 4273 674
is_linear=0
shrinkage=0.06


Tree=81
num_leaves=12
num_cat=0
split_feature=99 99 100 82 118 60 58 53 70 85 37
split_gain=0.817916 1.36927 1.97176 1.52183 2.0721 1.40256 1.37089 1.31285 1.77137 1.19476 1.35686
threshold=0.023343417793512348 0.017188700847327713 0.00099512818269431613 0.0038949446752667431 0.048151826485991485 0.037906534969806678 0.0045489775948226461 0.00093549740267917525 0.0022272822679951791 0.0005375427135732026 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 -4 8 -5 10 -9
right_child=-2 2 6 4 -6 -7 -8 9 -10 -11 -12
leaf_value=0.00037913384940867038 -0.0018884302370261981 -0.003642377489085575 0.0098981772972860562 -0.0050910523665236426 0.011835668668109771 0.0061012721468664058 0.00013778288251024544 -0.0045027358665012058 0.0051559678748025377 -0.0059177431696103488 0.001065062064629009
leaf_weight=7035.3804409503937 759.88415288925171 89.274701476097107 163.28933012485504 97.874300718307495 39.133794784545898 70.403359651565552 75.860076904296875 329.23910534381866 159.67806112766266 437.93316316604614 302.04919648170471
leaf_count=3298 442 40 42 72 11 23 36 240 63 346 167
internal_value=0 0.000163158 0.00396375 1.57745e-05 -0.00176395 -0.00214568 0.00680345 -0.00258372 0.00126146 -0.00350997 -0.00183899
internal_weight=0 8800.12 328.424 8471.69 1436.31 1397.18 239.149 1326.77 257.552 1069.22 631.288
internal_count=4780 4338 118 4220 922 911 78 888 135 753 407
is_linear=0
shrinkage=0.06


Tree=82
num_leaves=12
num_cat=0
split_feature=129 34 42 108 25 86 19 42 50 142 58
split_gain=0.830926 1.27274 1.96047 2.62947 1.40152 1.29799 1.50021 1.34859 1.24326 1.242 2.2681
threshold=0.0092791137285530585 0.02636832278221846 0.022641776129603389 0.00093549740267917525 0.072653736919164671 0.0015833032084628942 0.0046923852059990176 0.0031340263085439806 0.00017767510871635753 0.0028552538715302949 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 -5 -9 10 -2
right_child=9 2 -4 5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00046728893496429387 0.0016790559973205409 0.011887444285691075 -0.0057183284143008531 -0.010758958552503375 -0.0083390065131371399 -0.0085210357530733534 0.0044119249118012476 0.0092152241926281107 -0.0018125808738530464 0.0023681998517606387 -0.0052922231794864348
leaf_weight=6668.3284025192261 473.39011132717133 100.65652298927307 109.9914915561676 45.513236165046692 82.333195686340332 43.293078303337097 417.69880998134613 46.998024702072144 168.27766036987305 1143.1986157894135 260.32053422927856
leaf_count=3509 192 26 91 41 58 39 158 10 95 375 186
internal_value=0 -0.000276406 0.00180135 0.00280759 -0.000563417 0.00153988 0.00218301 -0.0013873 0.000598121 0.00113179 -0.000794738
internal_weight=0 7683.09 932.429 822.437 6750.66 721.781 678.488 260.789 215.276 1876.91 733.711
internal_count=4780 4027 460 369 3567 343 304 146 105 753 378
is_linear=0
shrinkage=0.06


Tree=83
num_leaves=12
num_cat=0
split_feature=40 95 135 91 14 73 94 96 73 115 125
split_gain=0.85157 1.51697 1.5356 2.26727 1.91182 2.79131 2.23948 3.56955 3.2166 2.32091 1.73753
threshold=0.0017376682371832433 0.034632634371519096 0.0015833032084628942 0.0014427106943912806 0.00062670491752214741 0.0023699469165876512 0.00093549740267917525 0.00066645268816500913 0.00073092587990686308 0.0020292587578296666 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 8 -1 -10 -11
right_child=-2 -3 3 -5 5 -7 -8 -9 9 10 -12
leaf_value=-0.00182891900530799 -0.00044633854707533047 -0.0068245803888617868 -1.4486524912620634e-05 0.0057265963045187518 -0.0048991297511229914 0.00076200236702814129 0.0047106236690248899 -0.0059796724185663319 0.015663045308069518 -0.0039767409965943672 0.010366982095757791
leaf_weight=247.28061926364899 5896.0600764751434 93.433984994888306 483.92883622646332 507.0671888589859 515.4653834104538 800.14207649230957 545.18458211421967 261.43061316013336 88.351977348327637 63.461853861808777 58.192491412162781
leaf_count=150 2975 68 250 190 335 357 192 187 23 41 12
internal_value=0 0.000718405 0.000915977 0.00292336 0.000144698 -0.00145628 0.00181115 -0.000388598 0.00280842 0.00826713 0.00288736
internal_weight=0 3663.94 3570.51 990.996 2579.51 1315.61 1263.9 718.718 457.287 210.006 121.654
internal_count=4780 1805 1737 440 1297 692 605 413 226 76 53
is_linear=0
shrinkage=0.06


Tree=84
num_leaves=12
num_cat=0
split_feature=98 135 123 7 83 107 28 58 89 1 83
split_gain=0.824188 2.16317 1.99453 2.10255 2.47336 1.83048 2.15496 1.54301 1.666 1.77307 2.62156
threshold=0.049604203552007682 0.035692447796463973 0.0022272822679951791 0.00073092587990686308 0.010180860292166473 0.0079489401541650313 0.0013986918493174019 0.0045489775948226461 0.00043393640953581786 0.00039601318712811922 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 6 -6 -1 9 10 -9
right_child=2 -3 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.00049432306199934778 -0.0046726865166230279 -0.0073257920394257867 -0.0093270494537956872 0.0092212090053353148 -0.0054652924311655643 0.0082893482374441167 0.0090311961927430941 0.00059597760981961411 -0.0038918944713972306 0.00078329934737808365 -0.0073082339880837345
leaf_weight=6039.9581500291824 177.98733854293823 148.93793153762817 52.173709750175476 145.34071242809296 107.95868849754333 176.61027729511261 55.972333550453186 323.14069616794586 645.81300532817841 1402.5683261156082 283.53851437568665
leaf_count=2757 128 118 47 42 73 54 10 186 412 738 215
internal_value=0 -0.000158462 0.00195781 0.00284597 0.00105759 0.00405306 -0.000513147 -3.56095e-05 -0.00124112 -0.000388954 -0.00309874
internal_weight=0 8843.96 716.043 663.869 518.529 340.541 163.931 8695.02 2655.06 2009.25 606.679
internal_count=4780 4426 354 307 265 137 83 4308 1551 1139 401
is_linear=0
shrinkage=0.06


Tree=85
num_leaves=12
num_cat=0
split_feature=40 135 32 116 4 121 23 24 1 82 41
split_gain=0.746726 1.48311 2.0676 2.82446 3.29689 2.36748 1.65599 2.40596 2.8359 1.4012 1.77757
threshold=0.0017376682371832433 0.015200819820165636 0.000490355829242617 0.0049928687512874612 0.0019672545604407792 0.029773407615721229 0.00899649551138282 0.00073092587990686308 0.0079489401541650313 0.00062670491752214741 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 -5 -8 -9 -4 -11
right_child=1 -3 9 4 -6 -7 7 8 -10 10 -12
leaf_value=0.00067272672292176565 -0.0060770084734874889 -0.0044759916334963148 0.0017695348405168151 -0.0040645468475008426 -0.012721592768549958 0.0048565095867565489 0.012694268261970808 -0.0030346852279211091 0.011488890385316261 1.5663371217801912e-05 -0.0056290721603446323
leaf_weight=3663.9396071434021 625.36319756507874 307.22488152980804 1673.2964299917221 93.527662396430969 54.393867611885071 80.394070029258728 100.65652298927307 153.84663426876068 70.497037053108215 2518.7222381830215 218.13753485679626
leaf_count=1805 434 204 610 60 49 32 26 82 15 1315 148
internal_value=0 -0.000417961 -0.000194811 -0.002427 0.0011609 -0.00483104 0.00296774 0.0049921 0.00153224 0.000401816 -0.000434432
internal_weight=0 5896.06 5588.84 1178.68 472.922 705.757 418.528 325 224.344 4410.16 2736.86
internal_count=4780 2975 2771 698 232 466 183 123 97 2073 1463
is_linear=0
shrinkage=0.06


Tree=86
num_leaves=12
num_cat=0
split_feature=129 138 105 82 127 25 31 19 17 33 15
split_gain=0.764456 1.6276 1.58159 2.19517 1.36239 2.23721 1.36127 1.48339 2.0714 1.80365 1.77925
threshold=0.0044099434744566688 0.0032328735105693345 0.007706565549597145 0.00047558375808876013 0.013032016810029747 0.0032328735105693345 0.00052132029668428015 0.0072436286136507997 0.0028552538715302949 0.0062037324532866487 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 -1 8 9 -8 -9
right_child=1 -3 -4 4 -6 -7 7 10 -10 -11 -12
leaf_value=0.00023772166337267362 0.0044339818470500864 -0.00073238410160966229 0.0063352868045805002 -0.0059287307112293984 0.0057587080252168316 0.0011717221035926673 -0.0002917067772452041 -0.00075509943772920484 -0.0070583410989870261 -0.0074415163464050067 0.0072527282804576033
leaf_weight=4599.6846181154251 481.81640565395355 1290.2770491838455 269.40257036685944 270.12388980388641 100.65652298927307 390.68220603466034 763.49542188644409 802.91024887561798 324.70511221885681 152.26816833019257 113.97747015953064
leaf_count=2365 143 556 81 211 26 166 421 408 244 121 38
internal_value=0 0.000833077 0.00216833 0.00126497 -0.000740542 -0.00173125 -0.000345515 -0.00158898 -0.00294154 -0.00148122 0.000241029
internal_weight=0 2802.96 1512.68 1243.28 761.463 660.806 6757.04 2157.36 1240.47 915.764 916.888
internal_count=4780 1183 627 546 403 377 3597 1232 786 542 446
is_linear=0
shrinkage=0.06


Tree=87
num_leaves=12
num_cat=0
split_feature=112 123 63 80 92 27 98 51 53 15 0
split_gain=0.73265 1.11605 1.87579 0.857736 1.74781 1.34785 0.975644 0.8498 1.31582 1.43632 2.16023
threshold=0.0079489401541650313 0.00038414125447161501 0.00085274505545385193 0.052634395658969886 0.0011980500421486797 0.00043393640953581786 0.0019672545604407792 0.00043393640953581786 0.00070876078098081063 0.023343417793512348 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 6 -6 -5 -1 -9 -10 -11
right_child=1 2 -4 4 5 -7 -8 8 9 10 -12
leaf_value=-0.0012322063947788715 -0.0044343394057071361 0.0078632077586925659 -0.0075226089642201361 0.0019828586202611975 0.00253954117753805 -0.012184696911787142 0.010832195438784005 0.0019880296708740404 -0.00054118433632841206 0.0097229023258698522 0.00096186842571513746
leaf_weight=1619.0477675199509 297.87586307525635 79.377668499946594 44.403157234191895 81.597826361656189 56.98873507976532 36.726282119750977 99.640121459960938 1336.8207367658615 4818.6511996984482 112.96106863021851 975.90925717353821
leaf_count=836 236 23 40 25 19 25 17 509 2538 29 483
internal_value=0 -0.00244491 0.00234233 0.000112888 0.00341266 -0.00323763 0.00685129 1.04874e-05 0.000288232 -9.64446e-05 0.00187156
internal_weight=0 421.657 123.781 9138.34 274.953 93.715 181.238 8863.39 7244.34 5907.52 1088.87
internal_count=4780 299 63 4481 86 44 42 4395 3559 3050 512
is_linear=0
shrinkage=0.06


Tree=88
num_leaves=12
num_cat=0
split_feature=34 94 46 14 148 142 18 146 130 40 32
split_gain=0.709668 1.37029 2.09032 1.7448 1.53359 2.35703 1.21761 1.19474 1.18526 0.975574 1.73981
threshold=0.00055427959887310873 0.00017767510871635753 0.21471316367387774 0.0017376682371832433 0.0012357163941487672 0.0017376682371832433 0.00047558375808876013 0.0051502294372767219 0.00038414125447161501 0.0017376682371832433 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 8 -5 -2 -11
right_child=9 2 -4 6 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0030530702762709624 0.0010385319183081293 -0.0089689783150025352 0.0071572970309751165 -0.0044694041799281953 -0.0089219146807367148 0.0076632139156616041 -0.0092991391303237341 0.0059612118943193626 0.0044098607998903708 -0.0017807996721511958 0.00047566258559486845
leaf_weight=128.03378665447235 3060.7639383077621 184.55413472652435 65.963043928146362 231.92686903476715 43.386755704879761 174.48379683494568 70.122327446937561 77.157510638237 70.497037053108215 1874.2722442150116 3578.8382390737534
leaf_count=83 1488 142 19 120 31 44 47 21 15 1074 1696
internal_value=0 -0.00147463 -0.00300074 -0.00405815 0.00161468 0.00312828 -0.00204124 -0.00069835 -0.00239881 0.000181266 -0.000299918
internal_weight=0 1046.13 700.221 634.258 345.904 302.518 449.704 379.581 302.424 8513.87 5453.11
internal_count=4780 522 364 345 158 127 203 156 135 4258 2770
is_linear=0
shrinkage=0.06


Tree=89
num_leaves=12
num_cat=0
split_feature=145 60 81 135 11 117 61 38 28 131 46
split_gain=0.689962 2.06116 1.07374 1.06786 1.17182 0.86417 1.53496 1.67456 1.87727 1.67299 1.79078
threshold=0.021960759535431865 0.0022272822679951791 0.004017772153019906 0.00064626874518580746 0.0026012937305495147 0.0027679565828293566 0.00017767510871635753 0.000490355829242617 0.00046126570669002836 0.00082683752407319855 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 7 -1 -9 10 -8
right_child=1 -3 -4 4 -6 -7 9 8 -10 -11 -12
leaf_value=-0.0033044904704394424 -0.0058938285689670196 0.0045394804191849249 -0.009166304806084706 -0.0024840046205585149 0.0087548016310621882 -0.00030799198009541344 0.0012556116775520251 0.0058950962844174669 -0.003833809762770752 3.3021893784616889e-05 0.0059018390608783665
leaf_weight=534.06974291801453 147.73417520523071 128.50217366218567 112.2116494178772 99.17173445224762 50.234584093093872 5849.1416792869568 696.15531671047211 191.32233560085297 113.79011535644531 1114.683173418045 522.98300349712372
leaf_count=279 125 43 93 57 21 3054 328 43 54 511 172
internal_value=0 -0.0020874 -0.00416829 -0.0022784 0.00129812 0.000124507 0.000921764 -0.00127888 0.00226668 0.00171308 0.00324906
internal_weight=0 537.854 409.352 297.14 149.406 9022.15 3173 839.182 305.112 2333.82 1219.14
internal_count=4780 339 296 203 78 4441 1387 376 97 1011 500
is_linear=0
shrinkage=0.06


Tree=90
num_leaves=12
num_cat=0
split_feature=63 74 9 116 65 101 55 78 140 10 14
split_gain=0.702625 1.72446 1.55076 1.40936 1.7059 1.72411 1.33902 1.54526 1.44212 1.19827 2.42016
threshold=0.0046923852059990176 0.0095705352723598498 0.00062670491752214741 0.0016846025246195497 0.00068727668258361529 0.0022272822679951791 0.00082683752407319855 0.0026833302108570938 0.00060774214216507982 0.0045489775948226461 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 6 4 5 -4 7 -2 -8 -1 -11
right_child=1 -3 3 -5 -6 -7 8 -9 -10 10 -12
leaf_value=0.00036069795662028173 -0.0015315852723167625 0.010997259996111682 -0.01025590624601049 -0.0015836370499655208 0.0091999189165379216 0.0047022428586652116 0.0029986138088242513 0.0045720471662765152 -0.011618634369605247 0.00050064514941222129 -0.0029014296415541415
leaf_weight=4215.7050353288651 191.77667272090912 59.302570343017578 46.623315095901489 1091.5448207855225 105.09683871269226 68.183201789855957 49.218182563781738 673.780433177948 47.82707142829895 1500.1615946292877 1510.7799470424652
leaf_count=1914 100 13 42 571 30 21 12 227 35 834 981
internal_value=0 0.000905255 0.000641604 -0.000700754 0.00368038 -0.00137595 0.00247031 0.00321968 -0.00420979 -0.000292245 -0.00120643
internal_weight=0 2333.35 2274.05 1311.45 219.903 114.807 962.602 865.557 97.0453 7226.65 3010.94
internal_count=4780 1051 1038 664 93 63 374 327 47 3729 1815
is_linear=0
shrinkage=0.06


Tree=91
num_leaves=12
num_cat=0
split_feature=99 106 113 149 99 108 104 34 114 40 25
split_gain=0.724801 1.35401 1.37895 1.53963 1.09425 1.37198 1.43318 1.40467 1.08381 1.03027 1.76144
threshold=0.023343417793512348 0.00064626874518580746 0.0019071503775194289 0.0070226341485977182 0.017188700847327713 0.0068083447404205808 0.0092791137285530585 0.0046923852059990176 0.007706565549597145 0.0048403022810816774 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 -3 -4 9 7 -7 -6 -2 -1 -11
right_child=1 2 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=0.00054143960029024959 -0.0002350438114682949 -0.0058104861458515471 -0.0077859552799848719 0.0045591777813290624 0.0010160088500020673 -0.011323368440184965 0.0061659849562144655 0.0098486320012459976 0.0093558082831670178 -0.0050680015463920374 -0.00035872703428253995
leaf_weight=5239.9753285646439 199.73458003997803 334.78949999809265 52.173709750175476 119.43418741226196 126.28201580047607 39.962841510772705 29.049407005310059 133.12984418869019 53.752175688743591 316.93455970287323 2914.7815339565277
leaf_count=2578 91 245 47 51 41 36 10 31 8 237 1405
internal_value=0 -0.00177771 -0.0035694 0.000803556 0.000153568 0.00355111 -0.00396328 0.00555095 0.0018016 2.18143e-05 -0.000820708
internal_weight=0 759.884 506.397 171.608 8800.12 328.424 69.0122 259.412 253.487 8471.69 3231.72
internal_count=4780 442 343 98 4338 118 46 72 99 4220 1642
is_linear=0
shrinkage=0.06


Tree=92
num_leaves=12
num_cat=0
split_feature=61 61 107 15 60 77 0 68 65 0 34
split_gain=0.719446 0.909583 1.52552 1.89064 1.81009 1.80526 1.74831 1.61773 2.07062 2.6324 1.58915
threshold=0.025578102096915249 0.0048403022810816774 0.0016331639490090313 0.007706565549597145 0.079227816313505187 0.00017767510871635753 0.0015833032084628942 0.0012357163941487672 0.00068727668258361529 0.0066005610860884198 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 8 -7 -10 -8
right_child=-2 -3 3 4 -6 7 10 -9 9 -11 -12
leaf_value=0.00059701600622656583 -0.0040574247973288744 0.0011700991842876851 -0.0035643323782552174 -0.00022304924687003436 0.010711097757023166 -0.0058269348222607271 0.012389880585818431 -0.0051631041283879825 0.0064870822549758789 -0.0062396957581345542 -0.00011863655302309376
leaf_weight=3745.5655332803726 154.67568099498749 2091.702509522438 120.07587933540344 1949.3969517946243 55.972333550453186 173.64070022106171 73.827273845672607 849.23848187923431 188.91482293605804 84.64703094959259 72.342485308647156
leaf_count=1636 107 995 92 1077 10 116 18 571 57 52 49
internal_value=0 6.68094e-05 -0.000248744 -0.00113657 8.26552e-05 -0.00270109 0.00179845 -0.00362521 -0.000704259 0.00254825 0.0062033
internal_weight=0 9405.32 7313.62 3568.06 2005.37 1562.69 266.246 1296.44 447.203 273.562 146.17
internal_count=4780 4673 3678 2042 1087 955 159 796 225 109 67
is_linear=0
shrinkage=0.06


Tree=93
num_leaves=12
num_cat=0
split_feature=24 37 60 122 50 69 71 7 112 87 100
split_gain=0.680486 1.58567 1.47831 1.25547 2.75268 2.74967 1.62291 1.09082 1.10889 2.11991 1.9034
threshold=0.0049928687512874612 0.02129978779703379 0.025578102096915249 0.0060143163427710542 0.018276390619575981 0.0035485138650983576 0.0013560238294303419 0.011519505176693203 0.0079489401541650313 0.0058306583669036635 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 -1 5 6 -5 8 9 -2 -11
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00051651136493422801 0.00032516952924013435 -0.0076035513669539057 0.0060233824742013343 0.0067804103705631849 -0.010159688408674481 0.010955398395244056 -0.0070717937863159878 -0.0043678416895560467 -0.0062755510237700127 0.0031224351552089596 0.01359943471503618
leaf_weight=6369.4361379146576 1947.4718760251999 79.00295889377594 196.77905285358429 53.658498287200928 46.623315095901489 153.2049423456192 70.122327446937561 148.10888481140137 74.375288367271423 345.07529246807098 76.141109108924866
leaf_count=3264 954 55 56 16 42 41 47 93 67 133 12
internal_value=0 0.000773478 0.00101112 -0.000331266 0.00331387 0.00558464 -0.00106629 0.000630265 0.000933438 0.00116005 0.00501909
internal_weight=0 2866.95 2787.95 6693.05 323.609 276.986 123.781 2591.17 2443.06 2368.69 421.216
internal_count=4780 1370 1315 3410 146 104 63 1259 1166 1099 145
is_linear=0
shrinkage=0.06


Tree=94
num_leaves=12
num_cat=0
split_feature=129 63 117 49 23 83 97 31 61 127 5
split_gain=0.669636 1.54899 1.83312 1.59015 2.22294 1.41468 1.38975 1.54885 1.70125 1.55908 1.71657
threshold=0.0063990866765379914 0.0021592099219560628 0.0023699469165876512 0.0005893622583243997 0.022641776129603389 0.0081988852471113222 0.00057154725072905432 0.0081988852471113222 0.0054799309000372895 0.062805486842989935 0.064669914543628707
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 -4 -5 -2 -1 8 9 10 -8
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00017174682996720596 -0.00076667026277736031 0.002385155847308276 -0.0072840205735556461 -0.0028658755416095319 0.013588140299598267 0.0048158702943546534 -0.0034712153584817696 -0.0068162984538934377 0.0019752833990541656 0.0098195147244439646 0.0080095166723728722
leaf_weight=5528.2211409807205 477.54939484596252 1202.220153927803 224.70433104038239 167.16758143901825 35.803557991981506 248.31107068061829 952.39619493484497 195.65492403507233 442.94959318637848 35.803557991981506 49.218182563781738
leaf_count=2870 220 412 162 94 8 62 575 152 205 8 12
internal_value=0 0.000878174 -0.000692479 -0.00380804 4.18302e-05 0.00114347 -0.000287112 -0.00180054 -0.00113721 -0.00246622 -0.00290632
internal_weight=0 2355.76 1153.54 427.675 202.971 725.86 7204.24 1676.02 1480.37 1037.42 1001.61
internal_count=4780 958 546 264 102 282 3822 952 800 595 587
is_linear=0
shrinkage=0.06


Tree=95
num_leaves=12
num_cat=0
split_feature=98 108 135 137 68 83 7 11 51 50 28
split_gain=0.694839 1.77968 1.7104 1.69365 1.77287 2.07897 2.19334 2.56121 1.13578 1.14319 1.5578
threshold=0.049604203552007682 0.079227816313505187 0.035692447796463973 0.00070876078098081063 0.019431582652032379 0.045367386192083366 0.00093549740267917525 0.027182282879948619 0.045367386192083366 0.021960759535431865 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 7 -2 9 10 -1
right_child=3 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0014624064251909812 -0.0054394346890398694 -0.0069375594945133299 -0.0064600817621799176 0.0063414596333590343 -0.010930560523251389 0.010553308578957967 0.0091202815301656189 0.0079010134024277128 -0.005722886470700456 -0.0017067066458737528 -0.00030843806031437856
leaf_weight=3025.7097995281219 254.58278477191925 136.63338589668274 146.71777367591858 208.98992109298706 48.843472957611084 70.497037053108215 68.183201789855957 64.946642398834229 119.98220193386078 1042.1392834186554 4372.7741791009903
leaf_count=1416 197 115 116 67 44 15 21 10 100 575 2104
internal_value=0 -0.000145506 -3.88479e-05 0.00179762 -7.60741e-05 0.00108311 -0.000641119 -0.00272627 7.12779e-05 0.000153708 0.000415783
internal_weight=0 8843.96 8707.32 716.043 507.053 458.21 387.713 319.529 8560.61 8440.62 7398.48
internal_count=4780 4426 4311 354 287 243 228 207 4195 4095 3520
is_linear=0
shrinkage=0.06


Tree=96
num_leaves=12
num_cat=0
split_feature=99 123 106 62 75 98 93 4 71 43 101
split_gain=0.64098 1.31805 1.29947 1.87171 1.36747 0.917259 1.31838 1.2398 1.76753 1.20573 1.43282
threshold=0.023343417793512348 0.0010263677686452868 0.00064626874518580746 0.00040826165059115743 0.00093549740267917525 0.049604203552007682 0.0014881226234138014 0.00087947337306104611 0.045367386192083366 0.0022975050378590827 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 7 8 -7 -8 -11
right_child=1 -3 3 4 -6 6 9 -9 -10 10 -12
leaf_value=-1.1525701934350865e-05 0.0036310031827887588 -0.0061701459187384162 -0.0057632530350650493 0.0072248824015316961 -0.0045411728613874427 0.0092171769963919573 0.0065970662726742377 0.0092679907241048857 -0.0090931350428727197 -0.0058789803958841447 0.0036689972444871426
leaf_weight=8264.5609992742538 200.01561224460602 179.09741747379303 229.05096936225891 95.012450933456421 56.707702875137329 36.913636922836304 76.047431707382202 147.65454769134521 38.852762579917908 142.27745795249939 93.80869460105896
leaf_count=4090 67 129 174 29 43 9 20 36 35 112 36
internal_value=0 -0.00167175 -0.000283759 -0.00234056 0.00282705 0.000144423 0.00255055 0.00606809 -0.000171901 3.15985e-05 -0.00208515
internal_weight=0 759.884 580.787 380.771 151.72 8800.12 535.555 223.421 75.7664 312.134 236.086
internal_count=4780 442 313 246 72 4338 248 80 44 168 148
is_linear=0
shrinkage=0.06


Tree=97
num_leaves=12
num_cat=0
split_feature=34 17 140 80 58 142 123 11 61 91 101
split_gain=0.669149 1.48344 1.28796 1.46011 1.28854 0.908428 0.982811 0.89831 1.77628 1.70463 1.65233
threshold=0.00055427959887310873 0.0070226341485977182 0.076978169381618514 0.029773407615721229 0.00046126570669002836 0.0017376682371832433 0.00075379351619631063 0.0012357163941487672 0.0054799309000372895 0.0011261500185355546 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 10 -10 -2
right_child=7 -3 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.0026421412043917706 -0.0001834533556789052 0.0060586945457861609 -0.011474331199577234 0.0069870687322164228 -0.0043710954696296036 0.0084136424208166999 -0.00034849241115973869 -0.0002429722011835853 0.0070842371118821001 0.00079511496710534294 0.0070470029371124321
leaf_weight=185.11619913578033 1949.6779839992523 87.148221015930176 50.047229290008545 66.056721329689026 467.63831198215485 78.267589569091797 111.85098969936371 5822.7948670387268 306.12885248661041 314.54109692573547 120.73162114620209
leaf_count=94 1053 30 37 11 300 22 28 2909 106 154 36
internal_value=0 -0.00143192 -0.0021132 -0.00159655 -0.00227001 0.000348956 0.00326121 0.000176014 0.00108257 0.0038977 0.000238496
internal_weight=0 1046.13 958.977 908.93 842.873 375.235 190.119 8513.87 2691.08 620.67 2070.41
internal_count=4780 522 492 455 444 144 50 4258 1349 260 1089
is_linear=0
shrinkage=0.06


Tree=98
num_leaves=12
num_cat=0
split_feature=107 4 17 95 9 105 149 35 107 63 18
split_gain=0.662038 0.609692 0.606128 2.22109 0.690168 1.11564 1.07727 1.3398 1.03543 1.01742 1.8925
threshold=0.048151826485991485 0.0032328735105693345 0.19438949227333072 0.00899649551138282 0.0020932231564074759 0.00052132029668428015 0.016164712607860569 0.016164712607860569 0.0014427106943912806 0.0046923852059990176 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 9 -6 7 8 -7 -1 -11
right_child=1 -3 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=-5.9753707893648995e-05 -0.0017750480197327569 -0.010671398809747292 -0.0092432122756016238 0.0084697346907026596 -0.0091800077177540806 0.0018932074226635548 0.0055044380169802639 -0.010639567215769941 -0.0026928030114168086 -0.00065366218064003901 0.0032268497697590715
leaf_weight=6500.1584694385529 113.41540575027466 36.632604718208313 87.789912939071655 35.803557991981506 62.164420127868652 291.69782638549805 86.038142085075378 54.393867611885071 451.36183762550354 800.97112321853638 1039.5725157260895
leaf_count=3309 86 33 71 8 56 93 29 49 253 382 411
internal_value=0 -0.00395266 6.31272e-05 -0.00410928 0.000118702 -0.00141739 -0.000870213 -0.00155859 -0.000892492 0.000292876 0.00153818
internal_weight=0 150.048 9409.95 123.593 9286.36 945.656 883.492 797.454 743.06 8340.7 1840.54
internal_count=4780 119 4661 79 4582 480 424 395 346 4102 793
is_linear=0
shrinkage=0.06


Tree=99
num_leaves=12
num_cat=0
split_feature=106 7 24 79 65 62 45 123 63 92 94
split_gain=0.622888 0.637918 2.03679 1.0938 1.64789 0.907036 0.871248 0.903214 0.84496 2.01817 2.32958
threshold=0.079227816313505187 0.00899649551138282 0.001792412775103003 0.010500331409275534 0.0030382014811038975 0.0031340263085439806 0.00064626874518580746 0.0022272822679951791 0.00085274505545385193 0.0014427106943912806 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 6 -4 -3 -8 9 10 -1
right_child=-2 2 5 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0014919358120737754 -0.0036835517424593251 0.0031200014958822787 -0.0052233879096255879 -0.0039467544028718967 0.0096037739890532988 0.0029287380978075582 -0.0089275682053550284 0.0026391954769138769 0.00064501027440253889 -0.0024596549868878227 -0.0071718106011684915
leaf_weight=1418.1234810352325 162.35255610942841 167.82332324981689 408.5230964422226 108.052365899086 97.326286196708679 55.784978747367859 56.614025473594666 42.464031577110291 5704.3115035295486 1217.4380770921707 121.18595826625824
leaf_count=655 122 38 271 65 23 26 51 14 2681 741 93
internal_value=0 6.37133e-05 -0.00142201 0.00135219 0.00292483 -0.00424352 0.000486655 -0.00397249 0.000228188 -0.000634299 0.000809439
internal_weight=0 9397.65 936.588 472.28 364.228 464.308 266.901 99.0781 8461.06 2756.75 1539.31
internal_count=4780 4658 488 191 126 297 103 65 4170 1489 748
is_linear=0
shrinkage=0.06


Tree=100
num_leaves=12
num_cat=0
split_feature=113 124 79 39 108 132 143 78 81 44 2
split_gain=0.645693 0.606334 1.7352 1.04436 1.17533 1.3482 2.16983 1.28969 1.23173 1.48182 1.39044
threshold=0.030689206905663017 0.00040826165059115743 0.028884131461381916 0.0012745757703669371 0.0019672545604407792 0.00043393640953581786 0.0049928687512874612 0.0079489401541650313 0.0027679565828293566 0.015675474889576439 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -7 9 -6 -10
right_child=-2 3 -4 -5 8 6 -8 -9 10 -11 -12
leaf_value=0.00055114547706498296 -0.0047691435212663192 -0.0045519057385884363 0.010725996167164848 -0.00086555837094855616 -0.0016184428706099237 8.3984547302711497e-06 0.0045826046477108326 -0.0073573014633091837 0.0022653105113916608 0.0070907296186405845 0.0096229279423341411
leaf_weight=2896.739238858223 101.01718270778656 269.5758752822876 61.522728204727173 4045.1650674343109 508.99226462841034 262.27370977401733 272.82648456096649 126.92370772361755 829.47251570224762 81.504148960113525 103.98675978183746
leaf_count=1413 91 162 15 2108 313 115 76 82 343 33 29
internal_value=0 5.10106e-05 0.000763106 -0.000273047 0.000703023 -0.000975822 0.000480825 -0.00239495 0.0017293 -0.000415349 0.00308589
internal_weight=0 9458.98 2958.26 6500.72 2455.56 931.6 662.024 389.197 1523.96 590.496 933.459
internal_count=4780 4689 1428 3261 1153 435 273 197 718 346 372
is_linear=0
shrinkage=0.06


Tree=101
num_leaves=12
num_cat=0
split_feature=61 43 74 107 21 101 61 115 72 81 145
split_gain=0.64689 1.21435 1.13953 0.790901 0.942277 0.938858 0.888188 1.6827 2.38957 1.413 1.82567
threshold=0.025578102096915249 0.00055427959887310873 0.0005375427135732026 0.029773407615721229 0.0042751494329422721 0.0049928687512874612 0.0048403022810816774 0.00017767510871635753 0.0020932231564074759 0.00899649551138282 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 -6 -1 8 -8 -9 -11
right_child=1 2 -4 4 5 -7 7 9 -10 10 -12
leaf_value=-0.00014167317841835605 -0.0089777767267628997 -0.0044441082148118346 0.010641424395519586 -0.0075511212592701974 -0.0025082864259447415 0.0077933306277546072 0.00069637583015358872 -0.00094034484237329934 0.010615499590148608 -0.0065567430224593506 0.0039606123606236903
leaf_weight=7170.1402788162231 80.019360423088074 44.496834635734558 30.159485936164856 104.44109690189362 169.10670709609985 39.133794784545898 199.73458003997803 974.14343643188477 155.4251002073288 66.885768055915833 526.31324028968811
leaf_count=3573 64 32 11 86 120 11 91 538 43 36 175
internal_value=0 -0.00384739 0.00165619 6.33498e-05 -0.00290317 -0.000569534 0.000165395 0.00131058 0.00503895 0.000465462 0.00277383
internal_weight=0 154.676 74.6563 9405.32 312.682 208.241 9092.64 1922.5 355.16 1567.34 593.199
internal_count=4780 107 43 4673 217 131 4456 883 134 749 211
is_linear=0
shrinkage=0.06


Tree=102
num_leaves=12
num_cat=0
split_feature=18 24 22 63 18 139 91 0 135 94 1
split_gain=0.574526 1.3065 1.57573 1.98701 1.71481 1.38811 1.26206 1.51789 1.9966 1.73627 1.23195
threshold=0.00047558375808876013 0.0072436286136507997 0.00099512818269431613 0.0053125319536775359 0.04673989117145539 0.00046126570669002836 0.0018488886416889729 0.007706565549597145 0.00039601318712811922 0.0028552538715302949 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -3 9 -9 -8 -11
right_child=1 6 -4 5 -6 -7 7 8 -10 10 -12
leaf_value=-0.00040056502657773581 6.2662587231079482e-05 0.0070952321488265396 -0.0026109990819044621 0.0052440517254423013 -0.0090264817102450514 -0.00097034029365113323 -0.0030268969117944627 0.0058914556921046638 -0.0068035379966573861 0.0031587105877835977 0.011027676043721952
leaf_weight=5488.6330090761185 1834.4171299934387 180.03419148921967 665.43376636505127 470.34090673923492 77.799202561378479 178.45572555065155 114.71283948421478 64.852964997291565 142.27745795249939 241.18221008777618 101.86027932167053
leaf_count=2802 933 49 365 165 62 88 71 18 112 96 19
internal_value=0 0.000540085 -9.9647e-06 0.000665943 -0.000307585 0.00353486 0.00264028 0.00143311 -0.00282778 0.00336132 0.00549779
internal_weight=0 4071.37 3226.45 2561.01 1912.22 648.797 844.92 664.886 207.13 457.755 343.042
internal_count=4780 1978 1613 1248 995 253 365 316 130 186 115
is_linear=0
shrinkage=0.06


Tree=103
num_leaves=12
num_cat=0
split_feature=10 45 15 38 71 77 102 144 149 12 135
split_gain=0.596864 1.89585 1.58719 2.03882 1.68901 1.92769 1.63274 1.5782 2.01993 1.54948 1.64628
threshold=0.0045489775948226461 0.014293605927377941 0.019431582652032379 0.00070876078098081063 0.00062670491752214741 0.00044738779251929378 0.010829726699739696 0.0045489775948226461 0.0013986918493174019 0.0062037324532866487 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 -2 6 -6 -4 -9 10 -7
right_child=2 -3 3 -5 5 9 -8 8 -10 -11 -12
leaf_value=0.00054940543858985908 -0.0083571479061402432 -0.0075646293221025163 -0.0013318434780917681 0.0044427145512757806 0.00087248811185811016 -0.0049358945423722276 0.011132730836706609 0.01010977811664787 -0.0029715835072790485 0.00056349224553874609 -0.00045591467661387693
leaf_weight=5515.4247803688049 124.51619505882263 105.55117583274841 992.64006865024567 426.67311882972717 330.91124868392944 760.98018193244934 67.07312285900116 105.09683871269226 71.232406377792358 577.36282122135162 482.53772509098053
leaf_count=2430 96 87 587 158 193 540 20 30 48 318 273
internal_value=0 0.000396908 -0.000566285 0.000893254 -0.0015601 -0.00117831 0.00260403 -0.000402566 0.00482656 -0.0020051 -0.00319765
internal_weight=0 5620.98 3939.02 1595.64 2343.38 2218.87 397.984 1168.97 176.329 1820.88 1243.52
internal_count=4780 2517 2263 823 1440 1344 213 665 78 1131 813
is_linear=0
shrinkage=0.06


Tree=104
num_leaves=12
num_cat=0
split_feature=129 49 63 50 83 74 84 114 30 99 106
split_gain=0.600294 1.32213 1.36135 1.70934 1.48437 1.31238 1.24141 1.23117 1.56471 2.16282 1.49049
threshold=0.0063990866765379914 0.0022975050378590827 0.0021592099219560628 0.00066645268816500913 0.0081988852471113222 0.013860232196748258 0.00070876078098081063 0.0066005610860884198 0.011880517937242987 0.010500331409275534 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 7 -3 -1 9 -9 -10
right_child=1 6 -4 -5 -6 -7 -8 8 10 -11 -12
leaf_value=-8.7586160791913975e-05 6.8762338079050625e-05 -0.011800984850474549 0.0028193362713992247 -0.0019752451145728725 0.0085699888613229892 0.0073955892875064797 -0.0012181590115019588 -0.0058868770940441748 -0.0046664302329086291 0.0056442410576219076 0.0055407250870892783
leaf_weight=6378.6774290800095 187.61738920211792 47.733394026756287 1090.74387383461 666.82487750053406 121.93537747859955 79.377668499946594 240.90117788314819 461.71320772171021 83.536952018737793 66.979445457458496 133.95889091491699
leaf_count=3337 72 43 352 342 29 23 120 327 51 28 56
internal_value=0 0.000831463 0.00136263 -0.00026482 0.00341915 -0.000271841 -0.00297179 -0.000357366 -0.00266322 -0.00442522 0.00161996
internal_weight=0 2355.76 2067.12 976.378 309.553 7204.24 288.635 7124.87 746.188 528.693 217.496
internal_count=4780 958 795 443 101 3822 163 3799 462 355 107
is_linear=0
shrinkage=0.06


Tree=105
num_leaves=12
num_cat=0
split_feature=12 143 12 91 35 141 124 3 61 137 36
split_gain=0.579389 1.92224 1.42726 1.95182 1.50726 0.94396 0.863256 1.57523 1.2345 1.23224 1.10753
threshold=0.024810968898236755 0.0049928687512874612 0.015200819820165636 0.0042751494329422721 0.0014427106943912806 0.0030382014811038975 0.011169348377734424 0.00899649551138282 0.025578102096915249 0.00064626874518580746 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 -4 -2 7 8 -1 -9 -8
right_child=1 -3 3 -5 -6 -7 10 9 -10 -11 -12
leaf_value=0.00018742772852318258 0.00027808538719766588 0.0048523431217182243 0.003659336099809043 0.0083677792584028205 -0.00738277001641135 -0.0067768796553671663 -0.0011812193502956456 0.01006508256771553 -0.0061799969486203915 -8.7786386521241506e-06 -0.0096212314628503146
leaf_weight=7258.0238691568375 334.80354988574982 351.18775153160095 53.658498287200928 41.353952646255493 259.21045529842377 85.663432478904724 826.12822902202606 102.87668085098267 111.19524788856506 75.953754305839539 59.944262266159058
leaf_count=3636 148 90 16 13 185 61 437 28 84 28 54
internal_value=0 0.00157627 -0.000138377 -0.00386888 -0.00548843 -0.00116052 1.83436e-05 0.00022633 9.12661e-05 0.00578885 -0.00175322
internal_weight=0 771.655 8788.34 354.223 312.869 420.467 8434.12 7548.05 7369.22 178.83 886.072
internal_count=4780 299 4481 214 201 209 4267 3776 3720 56 491
is_linear=0
shrinkage=0.06


Tree=106
num_leaves=12
num_cat=0
split_feature=64 74 68 48 133 87 117 107 75 13 15
split_gain=0.573476 1.23594 0.873055 0.870927 1.13277 1.13703 0.834321 0.805553 1.63841 1.33045 1.23956
threshold=0.0016846025246195497 0.0095705352723598498 0.00082683752407319855 0.00017767510871635753 0.022641776129603389 0.011519505176693203 0.00093549740267917525 0.013032016810029747 0.054214311763644225 0.00017767510871635753 0.019431582652032379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 -5 -3 8 -1 -9 -11
right_child=2 6 -4 4 -6 -7 -8 9 -10 10 -12
leaf_value=0.00041674707576104357 5.0734933100569209e-05 -0.00026249512800794958 -0.0079182464647516108 -0.0047004208000290858 0.0076478665304758071 0.0027842854778424735 0.0073089088954689414 -0.0023971674480144415 -0.0065758152891279347 -0.0027731525974870786 0.0099503018754214922
leaf_weight=7566.5742841959 124.06185793876648 83.72430682182312 82.239518284797668 378.36361050605774 36.913636922836304 90.478457808494568 139.88399517536163 822.59658753871918 122.48339200019836 47.82707142829895 64.852964997291565
leaf_count=3631 39 35 66 260 9 33 29 547 78 35 18
internal_value=0 6.90644e-05 -0.0031283 -3.88943e-05 -0.00245854 -0.00325572 0.00447514 0.000103028 0.000305274 -0.00155953 0.00455216
internal_weight=0 9353.7 206.301 9130.09 505.756 468.842 223.608 8624.33 7689.06 935.277 112.68
internal_count=4780 4675 105 4611 302 293 64 4309 3709 600 53
is_linear=0
shrinkage=0.06


Tree=107
num_leaves=12
num_cat=0
split_feature=34 47 80 91 118 107 118 33 30 125 117
split_gain=0.540234 1.82765 1.44341 0.951759 0.872291 1.25419 1.13766 0.854739 1.64195 1.06228 0.837535
threshold=0.00055427959887310873 0.0066005610860884198 0.029773407615721229 0.0022272822679951791 0.0054799309000372895 0.00017767510871635753 0.01884530205279589 0.0053125319536775359 0.00064626874518580746 0.00017767510871635753 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 8 -1 -10 -2
right_child=10 -3 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.0080213741736543977 0.00098035539925080324 -0.0080077077577142084 0.0068810985373905344 -0.010154792409198202 0.0090516307200411011 -0.003969129698656898 8.3785749773607809e-05 0.0059177627570972894 0.0051358126272313658 -0.0027006856117709555 -0.00027256746111279284
leaf_weight=153.37824726104736 2926.7254198789597 127.75275444984436 89.555733680725098 39.962841510772705 100.75020039081573 90.291103005409241 102.87668085098267 42.464031577110291 88.258299946784973 210.835369348526 5587.1490017175674
leaf_count=122 1343 107 16 36 18 49 28 14 31 101 2915
internal_value=0 -0.00128662 -0.000350896 -0.00113307 -0.000674803 0.00191387 0.00452315 -0.00221216 -0.00297629 -0.000387302 0.000158143
internal_weight=0 1046.13 918.373 828.817 788.854 293.918 203.627 494.936 452.472 299.094 8513.87
internal_count=4780 522 415 399 363 95 46 268 254 132 4258
is_linear=0
shrinkage=0.06


Tree=108
num_leaves=12
num_cat=0
split_feature=99 65 99 19 100 93 0 103 40 33 0
split_gain=0.556218 0.975649 0.960364 1.84225 1.6161 0.945426 0.899594 0.851943 0.802556 1.54507 1.55973
threshold=0.023343417793512348 0.0026012937305495147 0.017188700847327713 0.011880517937242987 0.00070876078098081063 0.00017767510871635753 0.001792412775103003 0.0010918468469753864 0.0048403022810816774 0.00042089859198313212 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 4 -4 -3 7 -2 -1 -10 -11
right_child=1 5 3 -5 -6 -7 -8 -9 9 10 -12
leaf_value=0.00046971106925015996 -0.0087462570918827951 -0.0010343797584771812 -0.0030259840979743025 -0.0043670761285364715 0.0085909416288996107 -0.0075451157556645949 0.0016881416693648788 0.0039653262784288502 0.0017077226177772784 -0.00080665910005228735 -0.0049864889397047149
leaf_weight=5239.9753285646439 64.384577989578247 172.90533089637756 55.784978747367859 83.630629420280457 189.00850033760071 149.86065566539764 345.90433919429779 26.829249143600464 724.56303179264069 2128.6957739591599 378.4572879076004
leaf_count=2578 58 83 26 43 49 135 158 8 297 1093 252
internal_value=0 -0.00155732 0.000134521 0.00331743 0.00594345 -0.00405872 0.000290219 -0.00500708 1.1091e-05 -0.000732517 -0.00143778
internal_weight=0 759.884 8800.12 328.424 244.793 322.766 437.118 91.2138 8471.69 3231.72 2507.15
internal_count=4780 442 4338 118 75 218 224 66 4220 1642 1345
is_linear=0
shrinkage=0.06


Tree=109
num_leaves=12
num_cat=0
split_feature=138 144 12 73 37 64 26 142 141 136 119
split_gain=0.554605 1.13477 0.620553 2.02402 1.28641 0.915159 0.780554 1.20504 0.977006 0.79614 1.07838
threshold=0.070576477795839324 0.00096484774257987748 0.024810968898236755 0.010829726699739696 0.00099512818269431613 0.0016846025246195497 0.0016846025246195497 0.021960759535431865 0.0066005610860884198 0.0036604277556762104 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 9 8 -8 -1 -11
right_child=1 -3 3 4 -6 -7 7 -9 -10 10 -12
leaf_value=-1.6288250371498806e-05 0.0031628635515352 -0.0095985597783156077 0.0066063357847184591 -0.0021417643212079916 0.0043143166024100415 -0.0061419177816188506 -0.0034436396446322752 -0.012370202524373281 0.0018852126990478808 0.0040365366888859243 -0.0049712650390485134
leaf_weight=7654.5234521627426 42.464031577110291 61.054341197013855 215.83774948120117 382.72429871559143 156.44150173664093 89.08734667301178 328.22270381450653 38.852762579917908 198.81185591220856 336.28833842277527 55.691301345825195
leaf_count=3880 14 55 57 175 52 56 231 35 74 117 34
internal_value=0 -0.00436573 4.78554e-05 0.00169779 -0.000268049 -9.53228e-05 -3.27057e-05 -0.00218642 -0.00143347 0.000118784 0.00275579
internal_weight=0 103.518 9456.48 755.004 539.166 8701.48 8612.39 565.887 527.035 8046.5 391.98
internal_count=4780 69 4711 284 227 4427 4371 340 305 4031 151
is_linear=0
shrinkage=0.06


Tree=110
num_leaves=12
num_cat=0
split_feature=122 71 69 72 102 31 71 95 24 60 62
split_gain=0.528061 2.51609 1.13424 1.20549 1.11286 0.847436 1.1725 0.935649 0.804662 1.3635 1.07434
threshold=0.007706565549597145 0.02129978779703379 0.0035485138650983576 0.001792412775103003 0.0036604277556762104 0.02636832278221846 0.0092791137285530585 0.00899649551138282 0.0049928687512874612 0.025578102096915249 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 8 7 -7 -1 -10 -11
right_child=1 -3 4 -5 -6 6 -8 -9 9 10 -12
leaf_value=-0.00034648310518651246 0.0065843396514684242 -0.0074219174330883248 0.0023926606764632682 -0.0046511109879660128 0.012778507685573726 -0.0021699460940610596 -0.0074621384492529839 0.0069338825692117217 0.00051401844958760042 5.7409974991998607e-05 0.009058328467219592
leaf_weight=6089.5885200500488 67.166800260543823 76.689123630523682 64.665610194206238 70.216004848480225 87.335575819015503 230.91046750545502 129.97291231155396 49.218182563781738 2491.8133615255356 77.063833236694336 125.3592916727066
leaf_count=3117 12 61 34 39 14 111 109 12 1218 29 24
internal_value=0 0.00223445 0.00479515 0.000842723 0.00836455 -8.89859e-05 -0.00275459 -0.000568514 3.54963e-05 0.000898838 0.00563334
internal_weight=0 366.073 289.384 137.383 152.001 9193.93 410.102 280.129 8783.83 2694.24 202.423
internal_count=4780 160 99 51 48 4620 232 123 4388 1271 53
is_linear=0
shrinkage=0.06


Tree=111
num_leaves=12
num_cat=0
split_feature=61 108 65 111 65 89 144 44 110 22 81
split_gain=0.526019 0.863208 0.551769 1.65791 1.17007 1.27149 1.7128 1.32938 1.14598 1.63408 1.44196
threshold=0.025578102096915249 0.0034400182776153092 0.00017767510871635753 0.00052132029668428015 0.0005375427135732026 0.00068727668258361529 0.034632634371519096 0.001792412775103003 0.002945306478068233 0.00073092587990686308 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 5 7 -7 -4 9 -1 -11
right_child=1 -3 4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.0007750547165239456 0.00090715905019909308 -0.008055889665313164 -0.0017248743542064896 -0.0063358417620456749 6.85017229631896e-05 -0.0050571358216199855 0.0081154724838603514 0.0050229004154730399 -0.0024718007083469585 0.0058552091957879233 -0.0043324726201654489
leaf_weight=2868.7999107837677 79.190313696861267 75.485367298126221 130.34762191772461 165.77647030353546 4372.5071967840195 144.68497061729431 46.998024702072144 541.76066792011261 673.28394639492035 56.98873507976532 404.17645812034607
leaf_count=1404 39 68 77 117 2031 98 10 197 461 19 259
internal_value=0 -0.0034694 5.71085e-05 -0.000457922 0.000467165 0.00248496 -0.00182485 0.00371419 -0.000214362 0.000242129 -0.00307253
internal_weight=0 154.676 9405.32 4169.03 5236.3 863.791 191.683 672.108 4003.25 3329.97 461.165
internal_count=4780 107 4673 2260 2413 382 108 274 2143 1682 278
is_linear=0
shrinkage=0.06


Tree=112
num_leaves=12
num_cat=0
split_feature=18 106 99 139 23 103 77 8 129 112 141
split_gain=0.513502 1.12697 1.14694 2.53183 1.48924 1.47485 1.17348 2.12435 1.57481 1.22308 1.1169
threshold=0.00047558375808876013 0.044033329933881767 0.00060774214216507982 0.00057154725072905432 0.036783467978239066 0.00080172589514404546 0.004017772153019906 0.0035485138650983576 0.00066645268816500913 0.00062670491752214741 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 6 -4 -6 7 8 -2 -10 -1
right_child=1 -3 4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-4.3020062292079011e-05 0.0089559095825688436 -0.0069159702504873648 0.00037335188197359963 -0.0075047805933005337 -0.01308516645088994 0.0039238486306353874 0.0067495917281795246 -0.005516715811492507 -0.007449973596238401 0.0052606325186483806 -0.0025609336676167458
leaf_weight=4756.9551665782928 137.47648251056671 72.155130505561829 3184.732118844986 76.782801032066345 57.724104404449463 26.829249143600464 301.87589156627655 104.53477430343628 51.157308220863342 58.098814010620117 731.67784249782562
leaf_count=2442 43 65 1535 53 52 8 86 78 38 20 360
internal_value=0 0.000510573 0.000644735 0.00279498 0.000164585 -0.00768985 0.00400677 0.00164836 0.00468504 -0.000692261 -0.000378718
internal_weight=0 4071.37 3999.21 729.926 3269.29 84.5534 653.143 351.267 246.733 109.256 5488.63
internal_count=4780 1978 1913 318 1595 60 265 179 101 58 2802
is_linear=0
shrinkage=0.06


Tree=113
num_leaves=12
num_cat=0
split_feature=113 98 150 141 101 1 7 141 118 127 117
split_gain=0.521053 0.608435 1.35973 1.25706 1.3223 1.36804 1.19696 0.966073 1.20446 1.77093 1.47852
threshold=0.030689206905663017 0.049604203552007682 0.00043393640953581786 0.007706565549597145 0.0087224207818508166 0.0063990866765379914 0.00093549740267917525 0.0030382014811038975 0.0046923852059990176 0.013032016810029747 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 -4 -6 8 9 -1 -10
right_child=-2 2 3 -5 6 -7 -8 -9 10 -11 -12
leaf_value=-0.00016368792055549707 -0.0042842095760801478 -0.0077566917159063798 -0.0057059806136458722 0.0062469769254558227 0.0012714892569572974 0.0039856953774019517 0.011676231225377266 -0.00078550129086518434 0.0037052101110684019 0.010917489402532994 -0.0014413333596851156
leaf_weight=3750.3243590593338 101.01718270778656 50.047229290008545 154.3946487903595 214.63399314880371 137.28912770748138 79.283991098403931 55.972333550453186 3946.2884150743484 742.79268169403076 52.54841935634613 275.40730214118958
leaf_count=1996 91 37 131 64 59 31 10 1930 273 15 143
internal_value=0 4.57965e-05 0.00175898 0.00250236 0.000618816 -0.00241743 0.00428939 -8.93677e-05 0.000480457 -1.02842e-05 0.00231315
internal_weight=0 9458.98 691.621 641.574 426.94 233.679 193.261 8767.36 4821.07 3802.87 1018.2
internal_count=4780 4689 332 295 231 162 69 4357 2427 2011 416
is_linear=0
shrinkage=0.06


Tree=114
num_leaves=12
num_cat=0
split_feature=34 68 93 135 53 60 8 58 38 91 1
split_gain=0.531049 1.47746 1.26068 1.88679 1.81117 1.67326 1.41693 0.810434 1.22797 1.24493 1.47055
threshold=0.02636832278221846 0.024810968898236755 0.00082683752407319855 0.0020932231564074759 0.013032016810029747 0.00017767510871635753 0.0021592099219560628 0.00060774214216507982 0.00037263428384903824 0.00099512818269431613 0.012252715881913902
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 -4 -5 6 -2 -1 -9 -10 -11
right_child=1 -3 3 4 -6 -7 -8 8 9 10 -12
leaf_value=0.00094776292319599025 0.012542448747639368 -0.0055919795915095266 -0.0043424659396324805 -0.0027813330447654426 0.0069286635821653913 -0.00027528973932173568 0.0035872001399807518 -0.0012330765886203693 -0.001426808052165481 0.00044067186342267088 0.0044368077744105106
leaf_weight=1872.7499778270721 111.85098969936371 101.11086010932922 209.16322600841522 113.50908315181732 176.70395469665527 165.04110097885132 147.56087028980255 3526.4209749698639 941.02842330932617 1787.9811697006226 406.87905287742615
leaf_count=725 28 83 148 78 46 84 44 2053 492 875 124
internal_value=0 0.0012904 0.00204418 6.24641e-07 0.00313121 0.0044479 0.00745179 -0.000154961 -0.000464942 0.000398865 0.00118164
internal_weight=0 1024.94 923.829 499.376 290.213 424.453 259.412 8535.06 6662.31 3135.89 2194.86
internal_count=4780 511 428 272 124 156 72 4269 3544 1491 999
is_linear=0
shrinkage=0.06


Tree=115
num_leaves=12
num_cat=0
split_feature=53 83 33 86 36 30 105 76 38 83 129
split_gain=0.514183 1.26595 1.07449 1.70786 0.934589 1.40226 0.975382 2.45073 2.15878 1.81094 1.71601
threshold=0.00070876078098081063 0.045367386192083366 0.011519505176693203 0.00040826165059115743 0.0095705352723598498 0.0010918468469753864 0.00052132029668428015 0.000490355829242617 0.000490355829242617 0.11759182065725328 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -2 -8 10 -10
right_child=4 -3 -4 -5 5 -7 8 -9 9 -11 -12
leaf_value=-0.0020406209679119229 0.0023710372452929369 0.0092725291966543992 0.0053142730935745583 0.0018561375401368865 0.0025078780344161404 -0.0063857228884349661 -0.0015270692432231723 -0.0028294565048833345 -0.00091258482696939534 0.013099013936495473 0.0022676037675397266
leaf_weight=721.21874511241913 1368.4509613513947 62.63280713558197 158.75533699989319 922.92055058479309 93.80869460105896 199.26619303226471 3116.7877995967865 428.22348499298096 1259.9161585569382 42.557708978652954 1185.4612426757812
leaf_count=391 586 16 46 314 36 131 1781 313 658 6 502
internal_value=0 0.000893644 0.000602063 0.000146764 -0.000216652 -0.00353914 -8.50443e-05 0.00113145 -0.000475023 0.000842948 0.000629125
internal_weight=0 1865.53 1802.89 1644.14 7694.47 293.075 7401.4 1796.67 5604.72 2487.94 2445.38
internal_count=4780 767 751 705 4013 167 3846 899 2947 1166 1160
is_linear=0
shrinkage=0.06


Tree=116
num_leaves=12
num_cat=0
split_feature=125 5 93 101 83 18 1 106 79 40 29
split_gain=0.542577 1.25406 1.15874 1.27336 1.25574 1.11187 1.07983 1.1196 1.13587 1.0791 1.3431
threshold=0.0020292587578296666 0.064669914543628707 0.00017767510871635753 0.05109804309904576 0.045367386192083366 0.024810968898236755 0.00017767510871635753 0.0084566329605877417 0.00082683752407319855 0.039062514901161201 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 6 -4 -2 8 -8 10 -10
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.00043330672018435952 -0.002923758840801849 0.0056175204667880136 -0.0015055099022734835 -0.0088190646914304647 0.0063293317662409193 0.002940691388286613 -0.0044576892345942268 -0.0056097239786613972 -0.00010537015217708233 -0.0048477365802363148 0.0045838033604838121
leaf_weight=4982.2215620279312 322.21797204017639 118.51146328449249 2530.3710420131683 80.113037824630737 128.59585106372833 219.99703299999237 103.70572757720947 85.569755077362061 367.27687108516693 73.546241641044617 547.87312698364258
leaf_count=2556 169 34 1374 56 35 85 53 69 153 42 154
internal_value=0 -0.000471524 -0.000633471 -0.00136715 0.000641503 -0.00114977 0.000153554 0.000995487 0.00151335 0.00214005 0.00270209
internal_weight=0 4577.78 4459.27 2830.48 1628.79 2750.37 1500.19 1177.97 1092.4 988.696 915.15
internal_count=4780 2224 2190 1515 675 1459 640 471 402 349 307
is_linear=0
shrinkage=0.06


Tree=117
num_leaves=12
num_cat=0
split_feature=99 106 121 116 59 98 135 29 117 66 58
split_gain=0.483082 0.893167 1.18244 1.07039 1.18838 0.692998 1.35725 1.10285 1.64538 1.0986 0.926465
threshold=0.023343417793512348 0.00064626874518580746 0.012636432424187662 0.0010585968848317864 0.0019672545604407792 0.049604203552007682 0.035692447796463973 0.0087224207818508166 0.034632634371519096 0.0012745757703669371 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 6 10 8 9 -7 -1
right_child=1 2 -4 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=0.00051605281951748179 0.00089976592206279891 -0.0045561269134654749 0.002187032201395388 0.0049704123388010935 -0.012846433215411615 -0.0056489715244183456 -0.0057721223895565365 0.0048999523513634331 0.0065313598812863811 0.0074789157295566599 -0.00087712585794650429
leaf_weight=5650.9480873346329 82.614227890968323 382.52289402484894 123.87450313568115 139.79031777381897 31.082210063934326 155.50472772121429 144.49761581420898 271.62272822856903 81.597826361656189 26.829249143600464 2469.115296125412
leaf_count=2544 34 288 55 37 28 132 114 83 25 8 1432
internal_value=0 -0.00145133 -0.00290651 0.00145574 -0.00286614 0.000125362 -1.0189e-05 0.00221677 -0.000545416 -0.00371425 9.24152e-05
internal_weight=0 759.884 506.397 253.487 113.696 8800.12 8264.56 535.555 263.932 182.334 8120.06
internal_count=4780 442 343 99 62 4338 4090 248 165 140 3976
is_linear=0
shrinkage=0.06


Tree=118
num_leaves=12
num_cat=0
split_feature=114 102 113 46 118 106 129 49 36 54 46
split_gain=0.517844 0.915829 1.11171 0.971161 0.829387 0.829239 0.768149 1.37147 1.02394 1.04538 1.31559
threshold=0.013860232196748258 0.0066005610860884198 0.00017767510871635753 0.0013560238294303419 0.0014427106943912806 0.0022272822679951791 0.0044099434744566688 0.0027679565828293566 0.00747153488919139 0.0098710241727530974 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 -1 8 9 -8 -11
right_child=1 4 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=-0.00017800521567630262 -0.0052906744917970228 -0.0018882661860232161 -0.0060129971672651626 0.0013989518294084038 0.00077797096870015222 0.0090246070283032873 0.0024376971444265687 -0.0051197506461777686 -0.0026901296547491987 0.0061361189861756467 -0.0051183711041272459
leaf_weight=6463.1371052265167 113.69643795490265 179.37844967842102 232.3812061548233 249.14011740684509 119.52786481380463 69.293280720710754 1629.8159968852997 119.05947780609131 189.65019226074219 50.328261494636536 144.59129321575165
leaf_count=3405 62 105 177 87 43 22 587 83 90 13 106
internal_value=0 -0.001319 -0.0027738 -0.000698152 0.00103288 0.00380748 0.000147857 0.001135 0.00150492 0.00194105 -0.0022108
internal_weight=0 963.417 595.218 362.837 368.2 188.821 8596.58 2133.45 2014.39 1824.74 194.92
internal_count=4780 496 326 149 170 65 4284 879 796 706 119
is_linear=0
shrinkage=0.06


Tree=119
num_leaves=12
num_cat=0
split_feature=2 53 116 102 28 5 55 54 8 81 93
split_gain=0.515231 1.92221 1.4337 2.90539 1.31947 1.63239 1.55812 1.41455 2.15147 1.38508 1.35126
threshold=0.00037263428384903824 0.0081988852471113222 0.0030382014811038975 0.00073092587990686308 0.00052132029668428015 0.064669914543628707 0.0011980500421486797 0.0072436286136507997 0.000490355829242617 0.0021592099219560628 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 6 9 7 -1 -9 -6 -11
right_child=2 -3 3 -5 5 -7 -8 8 -10 10 -12
leaf_value=0.00087163319448318446 -0.00088423905254765979 -0.0019117332112655852 0.011856547626396636 0.0013300750141814219 -0.0034465169161620795 0.0060590450494845431 -0.010526218446621613 0.014508289112421342 0.0028647416803914351 0.00070533674873114163 -0.0022514535490065638
leaf_weight=1951.1768224239349 883.47762382030487 1836.7169153690338 105.19051611423492 912.44740331172943 555.70925712585449 133.03616678714752 38.852762579917908 67.07312285900116 382.72429871559143 1908.2725036144257 785.32229089736938
leaf_count=925 521 1024 22 442 347 39 35 20 175 757 473
internal_value=0 -0.000219441 0.000884089 0.00241923 0.000314449 -0.000452698 0.00137792 0.00157099 0.00460385 -0.000719487 -0.000156772
internal_weight=0 7658.88 1901.12 1017.64 5822.17 3382.34 2439.83 2400.97 449.797 3249.3 2693.59
internal_count=4780 3795 985 464 2771 1616 1155 1120 195 1577 1230
is_linear=0
shrinkage=0.06


Tree=120
num_leaves=12
num_cat=0
split_feature=88 101 60 131 107 95 81 132 2 50 0
split_gain=0.510396 1.49294 1.10898 1.7364 1.52369 1.40319 2.24403 1.51396 1.72016 1.44698 1.39519
threshold=0.00064626874518580746 0.05109804309904576 0.0084566329605877417 0.0020292587578296666 0.015675474889576439 0.00057154725072905432 0.0021592099219560628 0.00070876078098081063 0.00017767510871635753 0.021960759535431865 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 -1 8 -7 -10 -6
right_child=1 -3 3 -5 10 7 -8 -9 9 -11 -12
leaf_value=-0.0050664433669048679 -0.00029164285974076529 -0.0089734287067324142 0.0042556612455205986 -0.0037018403603425887 -0.0045966888701906789 0.001068974502618069 0.0005598520482598023 -0.0045985134607722357 0.0079032709168105151 -0.0013569984106169754 0.0039784664489001973
leaf_weight=362.35411846637726 4949.6686133146286 72.248807907104492 525.4841935634613 121.46699047088623 392.41992700099945 1711.5730782747269 862.40017402172089 140.24465489387512 260.33458411693573 79.190313696861267 82.614227890968323
leaf_count=286 2462 57 150 69 305 790 405 94 89 39 34
internal_value=0 -0.000416721 0.000461206 0.00276128 7.87281e-05 0.000521506 -0.00110501 0.00143059 0.00184303 0.00574366 -0.00310484
internal_weight=0 5021.92 4538.08 646.951 3891.13 3416.1 1224.75 2191.34 2051.1 339.525 475.034
internal_count=4780 2519 2261 219 2042 1703 691 1012 918 128 339
is_linear=0
shrinkage=0.06


Tree=121
num_leaves=12
num_cat=0
split_feature=125 97 50 65 145 144 10 126 100 21 33
split_gain=0.472892 1.18363 1.40444 2.1583 1.67205 1.65198 2.17624 1.59587 2.18037 1.57359 1.41547
threshold=0.0020292587578296666 0.0010918468469753864 0.018276390619575981 0.0026012937305495147 0.0035485138650983576 0.00070876078098081063 0.00050559637020342063 0.00052132029668428015 0.0033348383149132137 0.00057154725072905432 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 9 -6 -9
right_child=-2 -3 -4 5 7 -7 -8 10 -10 -11 -12
leaf_value=-0.00032834765713107269 -0.00044021481366134709 -0.00132126482979758 -0.00098713734612350433 0.0094052818235213116 0.0021110698827882493 0.0098664398895465574 -0.0052949978619402753 -0.002527807110998904 -0.0026808013994925909 0.010190396435517489 0.0034879248447255953
leaf_weight=1454.0066665410995 4577.7781215906143 1111.4325641393661 1038.6216918230057 66.056721329689026 132.84881198406219 186.78834247589111 80.113037824630737 265.96460628509521 96.857899188995361 250.53122854232788 298.99999189376831
leaf_count=752 2224 597 588 11 55 47 56 183 63 64 140
internal_value=0 0.000404515 0.000900065 0.00159216 0.000987472 0.00612931 0.00135021 0.0028178 0.00536033 0.00739203 0.000655993
internal_weight=0 4982.22 3870.79 2832.17 2499.21 332.958 146.17 1045.2 480.238 383.38 564.965
internal_count=4780 2556 1959 1371 1257 114 67 505 182 119 323
is_linear=0
shrinkage=0.06


Tree=122
num_leaves=12
num_cat=0
split_feature=9 105 88 25 92 108 129 28 94 94 83
split_gain=0.477389 0.930172 0.990653 1.03062 1.25171 1.41975 0.804654 0.837638 0.795041 0.709309 0.754797
threshold=0.0020932231564074759 0.00052132029668428015 0.1242329850792885 0.0014881226234138014 0.055838862434029586 0.0087224207818508166 0.0063990866765379914 0.0010918468469753864 0.028884131461381916 0.012252715881913902 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 -5 -8 -3 10 -7
right_child=1 2 -4 6 -6 9 7 -9 -10 -11 -12
leaf_value=0.00014289030037962838 -0.0082220970189870214 -0.0071243320631548422 0.0069609045028255776 -0.0060937485922163224 0.005675325997788974 -0.0076228411887178877 0.0051313020550075713 -0.0036484995571538221 0.0036125121626171168 0.0070203994305232595 0.0030434800340449052
leaf_weight=8585.3878601789474 64.384577989578247 138.947221159935 55.972333550453186 209.16322600841522 127.48577213287354 36.632604718208313 60.412649273872375 110.55355596542358 30.159485936164856 72.71719491481781 68.183201789855957
leaf_count=4282 58 109 10 148 34 33 14 43 11 17 21
internal_value=0 -0.00125831 -0.00076488 -0.00127184 0.000594238 -0.00127556 -0.0035989 -0.000544881 -0.00520846 0.00247149 -0.000688059
internal_weight=0 974.612 910.227 854.255 474.125 346.64 380.129 170.966 169.107 177.533 104.816
internal_count=4780 498 440 430 225 191 205 57 120 71 54
is_linear=0
shrinkage=0.06


Tree=123
num_leaves=12
num_cat=0
split_feature=15 94 68 101 133 138 34 59 34 147 21
split_gain=0.450657 1.36825 0.618554 2.00713 1.34654 1.09098 1.68045 1.83052 1.25914 1.49479 1.4216
threshold=0.099488973617553725 0.00093549740267917525 0.011169348377734424 0.05109804309904576 0.0087224207818508166 0.00096484774257987748 0.0010263677686452868 0.00064626874518580746 0.0015833032084628942 0.023343417793512348 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 -8 -9 10 -10
right_child=1 -3 3 -5 -6 -7 7 8 9 -11 -12
leaf_value=-0.00018272152417687752 -0.0077218022734846965 0.0032750703221561934 -0.004411582087544043 -0.012043517209493577 -0.0025163746110376871 -0.00098062700120091326 -0.0039967143581977893 0.011417191366711429 0.010468696434160535 0.013350825674461875 0.0022770260344668826
leaf_weight=7585.6189309358597 96.576866984367371 70.309682250022888 102.31461644172668 41.072920441627502 272.99978947639465 329.70749235153198 102.12726163864136 85.021740555763245 85.021740555763245 54.862254619598389 734.36638736724854
leaf_count=3729 87 31 76 37 157 200 92 20 20 9 322
internal_value=0 -0.00308961 5.49537e-05 0.00105237 0.00135755 0.00206582 0.00292897 0.00363691 0.00444995 0.00377115 0.00312819
internal_weight=0 166.887 9393.11 1807.49 1766.42 1493.42 1163.71 1061.4 959.272 874.25 819.388
internal_count=4780 118 4662 933 896 739 539 463 371 351 342
is_linear=0
shrinkage=0.06


Tree=124
num_leaves=12
num_cat=0
split_feature=98 46 108 150 53 40 94 5 141 141 92
split_gain=0.456778 1.39353 1.2518 1.18457 1.02492 1.32542 1.0494 1.3736 0.868952 1.36375 1.28759
threshold=0.049604203552007682 0.0038949446752667431 0.079227816313505187 0.00055427959887310873 0.00070876078098081063 0.00080172589514404546 0.0022272822679951791 0.0031340263085439806 0.0030382014811038975 0.0013986918493174019 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -3 -5 -6 -7 -8 9 -1 -10
right_child=1 3 -4 4 5 6 7 -9 10 -11 -12
leaf_value=-0.00032392220623197213 -0.0026608464122761027 -0.0058193682586969893 -0.0058143619581481586 0.010624923476561 0.0082517824883914775 -0.0060312643192584033 -0.0053677658187952391 0.0056672686680442359 0.00090338139941807379 0.0017402716100676722 -0.0014293538115372629
leaf_weight=2833.9050270318985 209.25690340995789 47.82707142829895 136.63338589668274 72.71719491481781 115.1812264919281 65.588334321975708 55.597623944282532 149.87470555305481 1247.7193402051926 1941.5608216524124 2684.1380487680435
leaf_count=1510 140 35 115 17 31 51 42 38 550 884 1367
internal_value=0 0.00145749 -0.000117985 0.00315818 0.00409478 0.00286292 0.000570848 0.0026802 -2.8533e-05 0.000515336 -0.000689089
internal_weight=0 716.043 8843.96 506.786 458.959 386.242 271.061 205.472 8707.32 4775.47 3931.86
internal_count=4780 354 4426 214 179 162 131 80 4311 2394 1917
is_linear=0
shrinkage=0.06


Tree=125
num_leaves=12
num_cat=0
split_feature=59 85 129 52 43 131 133 51 86 149 142
split_gain=0.514801 2.22848 2.26246 1.56992 1.67534 1.5099 1.46734 1.70453 1.40241 1.39839 1.41266
threshold=0.0030382014811038975 0.0016331639490090313 0.00017767510871635753 0.00080172589514404546 0.0014881226234138014 0.0045489775948226461 0.015675474889576439 0.0092791137285530585 0.00017767510871635753 0.0011980500421486797 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -2 9 7 8 -1 10 -4
right_child=3 -3 5 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0012430526369389809 -0.00936427230715693 -0.0017063400801473664 0.0039822295017989968 -0.00019570659036238132 0.0022836286021039038 -0.00017453317836312672 -0.00513926989078231 0.0055866952041141622 0.0046643948233492365 0.0012966661893274696 0.0098457450943081875
leaf_weight=1055.6335355043411 136.82074069976807 1220.2202993631363 532.78635907173157 4939.4249705076218 65.775689125061035 417.77843749523163 195.84227883815765 196.40434324741364 167.5422910451889 426.940101146698 204.83063757419586
leaf_count=668 99 695 197 2283 35 247 136 88 62 231 39
internal_value=0 0.000475028 0.00130744 -0.000408085 -0.00558336 0.00291991 -0.000272093 0.000399687 -0.000433576 0.00402994 0.0056116
internal_weight=0 4417.98 3197.76 5142.02 202.596 1582.34 1615.42 1419.58 1223.18 1164.56 737.617
internal_count=4780 2363 1668 2417 134 714 954 818 730 467 236
is_linear=0
shrinkage=0.06


Tree=126
num_leaves=12
num_cat=0
split_feature=53 29 85 135 21 77 114 108 19 29 40
split_gain=0.456189 1.02415 1.0539 1.40634 1.76678 1.40432 1.39141 0.88666 0.829851 0.986199 0.788581
threshold=0.00070876078098081063 0.010180860292166473 0.0005375427135732026 0.00064626874518580746 0.000490355829242617 0.00017767510871635753 0.0011261500185355546 0.0022975050378590827 0.0026012937305495147 0.0020292587578296666 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 -8 -5 -10 -2
right_child=10 -3 6 8 -6 -7 7 -9 9 -11 -12
leaf_value=-0.0063205559969523551 0.0002367393896919257 -0.0075143542472415076 -0.0091194456640328603 0.00037903622961978821 -0.0076167732919135128 0.0037803441954811575 0.0010953182508543814 -0.0041079878389831915 0.0033591137625658104 0.011314629921555821 -0.0010410569449813343
leaf_weight=57.817781805992126 5040.2266986370087 51.250985622406006 58.927860736846924 72.436162710189819 76.595446228981018 343.13616681098938 841.3227242231369 137.00809550285339 101.67292451858521 125.3592916727066 2654.2455451488495
leaf_count=44 2584 30 45 41 69 107 289 83 35 24 1429
internal_value=0 0.000841759 0.00107821 0.00274887 0.000727116 0.00232258 -0.000173435 0.000366288 0.00597155 0.00775492 -0.00020405
internal_weight=0 1865.53 1814.28 777.018 477.549 400.954 1037.26 978.331 299.468 227.032 7694.47
internal_count=4780 767 737 320 220 151 417 372 100 59 4013
is_linear=0
shrinkage=0.06


Tree=127
num_leaves=12
num_cat=0
split_feature=74 34 122 98 95 97 81 95 122 54 56
split_gain=0.423908 0.876281 0.450587 1.94291 1.45892 1.1732 0.930569 0.686653 0.640476 1.80746 1.16328
threshold=0.013860232196748258 0.0053125319536775359 0.007706565549597145 0.0051502294372767219 0.0021592099219560628 0.018276390619575981 0.0072436286136507997 0.00099512818269431613 0.0019672545604407792 0.0053125319536775359 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 7 8 -7 -4 -1 10 -10
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=0.00012583831488708065 -0.00016317302478275906 0.0081762526073031246 0.0039695686773487176 -0.0051126956697540027 -0.0017420977587764891 -0.0068174955391885304 -0.00055635591051415227 0.011388806225194092 -0.0080012716372409309 0.0023220832430438714 -0.00072162368491265189
leaf_weight=8121.3467673063278 130.6286541223526 69.386958122253418 88.16462254524231 100.18813598155975 85.944464683532715 165.58911550045013 176.51659989356995 91.775891542434692 182.24029946327209 208.70888888835907 139.50928556919098
leaf_count=4058 53 14 39 66 37 133 62 18 148 91 61
internal_value=0 0.00273248 -5.83966e-05 0.00200476 0.0046876 -0.000142393 -0.00358804 0.00775786 -6.10719e-06 -0.00202584 -0.00484605
internal_weight=0 200.016 9359.98 366.073 265.885 8993.91 342.106 179.941 8651.81 530.458 321.75
internal_count=4780 67 4713 160 94 4553 195 57 4358 300 209
is_linear=0
shrinkage=0.06


Tree=128
num_leaves=12
num_cat=0
split_feature=99 93 88 72 108 124 65 2 49 58 5
split_gain=0.427919 0.882502 1.05896 1.18988 0.861634 0.747875 0.657854 1.96114 1.16937 0.983995 3.00687
threshold=0.023343417793512348 0.00040826165059115743 0.0010918468469753864 0.0012357163941487672 0.021960759535431865 0.013860232196748258 0.0030382014811038975 0.0018488886416889729 0.0011615398107096555 0.00046126570669002836 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -4 8 9 -1 10 -8
right_child=1 4 5 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=8.5605870825444664e-05 -0.0059713813914722032 -0.0045446111179009352 -0.0093917940601808258 0.0043053920302401089 0.0039717077978492811 0.0010080646336635406 -0.00021727487026022165 0.0082935360143172616 -0.002900769564839395 -0.00024183605896132101 0.012535815047182567
leaf_weight=6717.2936526536942 48.937150359153748 326.92527008056641 54.393867611885071 234.70909130573273 49.124505162239075 45.794268369674683 226.84486138820648 129.70592999458313 507.60115349292755 1124.5802063941956 94.089726805686951
leaf_count=3351 36 246 49 74 20 17 75 36 336 528 12
internal_value=0 -0.00136595 0.000657912 0.00253087 -0.00343134 -0.00464193 0.000117988 0.00122895 -0.000124246 0.00059452 0.00352434
internal_weight=0 759.884 383.834 283.646 376.05 100.188 8800.12 1575.22 7224.89 1445.51 320.935
internal_count=4780 442 176 110 266 66 4338 651 3687 615 87
is_linear=0
shrinkage=0.06


Tree=129
num_leaves=12
num_cat=0
split_feature=12 143 38 124 87 112 104 54 60 137 94
split_gain=0.46743 1.29408 1.08821 0.925116 0.739972 2.18882 0.955193 0.940928 1.11742 0.895875 0.770028
threshold=0.024810968898236755 0.0049928687512874612 0.000490355829242617 0.011169348377734424 0.0010263677686452868 0.00093549740267917525 0.00093549740267917525 0.0012745757703669371 0.00085274505545385193 0.0058306583669036635 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 7 8 -5 -8 -7
right_child=1 -3 -4 4 5 10 9 -9 -10 -11 -12
leaf_value=0.00010788095021726645 0.00057413090855138089 0.0041037952714960066 -0.0074641684276773946 0.00079105922576024957 -0.0032907611151962316 0.0094200174229013573 -0.00530187059944702 0.0032262024172296476 -0.012292546558188996 0.0047173637077815144 0.00089459052191564689
leaf_weight=7693.9382791519165 347.10809552669525 351.18775153160095 73.35888683795929 59.208892941474915 239.32271194458008 90.572135210037231 422.76676774024963 143.12055456638336 38.852762579917908 34.693479061126709 65.869366526603699
leaf_count=3867 151 90 58 21 159 25 300 40 35 7 27
internal_value=0 0.00141579 -0.000829753 -0.000124299 -0.00175644 0.000316436 -0.00293056 0.000124944 -0.00440001 -0.00454115 0.00583327
internal_weight=0 771.655 420.467 8788.34 1094.41 395.764 698.642 241.182 98.0617 457.46 156.442
internal_count=4780 299 209 4481 614 211 403 96 56 307 52
is_linear=0
shrinkage=0.06


Tree=130
num_leaves=12
num_cat=0
split_feature=34 108 136 123 42 52 19 10 53 10 24
split_gain=0.45545 1.59862 1.08274 0.906545 0.944559 0.984955 0.910285 0.700976 1.10151 1.54169 2.49336
threshold=0.02636832278221846 0.00093549740267917525 0.0054799309000372895 0.00052132029668428015 0.022641776129603389 0.00080172589514404546 0.0046923852059990176 0.0045489775948226461 0.0081988852471113222 0.0023699469165876512 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 -3 -7 8 9 -1 -11
right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-3.7945355314505896e-05 0.0077801773271159785 -0.005994679890595783 0.010092016709239135 -0.0048342598946481252 -0.0051496121074057592 -0.0010270927046784164 0.0038965044183801472 -0.00084680184154233755 -0.0017611637317540688 0.00023830411913580105 0.0057262978070416653
leaf_weight=3292.5315523147583 117.4013843536377 57.817781805992126 39.133794784545898 124.51619505882263 87.696235537528992 206.20769882202148 392.16699457168579 3193.0085362195969 809.85175466537476 741.38752067089081 498.28023481369019
leaf_count=1430 33 44 11 96 79 113 135 1882 390 393 174
internal_value=0 0.00119504 0.000342404 -9.80642e-05 0.00069525 0.00147705 0.00219988 -0.000143495 0.000276888 0.000641095 0.00244447
internal_weight=0 1024.94 907.539 868.405 743.889 656.192 598.375 8535.06 5342.05 4532.2 1239.67
internal_count=4780 511 478 467 371 292 248 4269 2387 1997 567
is_linear=0
shrinkage=0.06


Tree=131
num_leaves=12
num_cat=0
split_feature=34 61 17 140 28 14 58 92 52 143 28
split_gain=0.430288 1.0944 1.14671 1.06018 1.35817 1.11166 0.932676 0.877449 1.02046 0.833966 0.874293
threshold=0.00055427959887310873 0.00244467705488205 0.0070226341485977182 0.076978169381618514 0.00052132029668428015 0.0010585968848317864 0.00060774214216507982 0.00068727668258361529 0.0042751494329422721 0.028020657598972324 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1 10 -6
right_child=-2 -3 -4 -5 9 6 -8 -9 -10 -11 -12
leaf_value=-0.0026823416157927488 0.0001411307795897115 -0.0064796530515307113 0.0063961907715121185 -0.0099821226152634283 -0.0075758134351905822 0.0076036681597124881 -0.00031142323548692495 -0.0059123458394078647 0.006891071970642931 0.0024106291865448812 0.00010310175883668284
leaf_weight=94.637741327285767 8513.8744215965271 122.29603719711304 80.487747430801392 45.606913566589355 173.54702281951904 136.55375838279724 88.16462254524231 93.433984994888306 69.386958122253418 64.946642398834229 77.063833236694336
leaf_count=61 4258 94 24 33 124 26 39 68 14 10 29
internal_value=0 -0.00114826 -0.000441872 -0.00109517 -0.000585912 0.00141682 0.00449955 -0.0012746 0.00136921 -0.00364559 -0.00521542
internal_weight=0 1046.13 923.829 843.341 797.735 482.177 224.718 257.459 164.025 315.557 250.611
internal_count=4780 522 428 404 371 208 65 143 75 163 153
is_linear=0
shrinkage=0.06


Tree=132
num_leaves=12
num_cat=0
split_feature=40 32 5 114 144 113 61 143 52 38 103
split_gain=0.442729 1.33361 1.31853 1.29902 2.05459 1.23159 1.58658 1.38529 1.22812 0.976154 0.892206
threshold=0.0017376682371832433 0.000490355829242617 0.064669914543628707 0.0012745757703669371 0.00052132029668428015 0.010500331409275534 0.00087947337306104611 0.035692447796463973 0.0022975050378590827 0.0084566329605877417 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 5 8 6 7 -2 -5 10 -1
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00085990331517344081 -0.0041464789788617975 -3.50107687501647e-05 0.0057064693142436975 0.0089979527443708011 -0.0023508985491079463 0.0028825677376860294 -0.0094433993456994793 0.0084122150937827531 -0.00049199238807517867 -0.0048451088399683959 -0.0048556932791459784
leaf_weight=3444.691993355751 217.02745592594147 4484.1567817926407 148.67094922065735 110.64723336696625 534.80511224269867 73.63991904258728 202.03436541557312 36.913636922836304 88.16462254524231 118.13675367832184 101.11086010932922
leaf_count=1656 147 2172 45 35 312 34 182 9 39 66 83
internal_value=0 -0.000321853 0.000149357 -0.00204986 -0.000414921 -0.00431406 -0.00547669 -0.00231832 0.00479143 0.000517972 0.000696787
internal_weight=0 5896.06 4632.83 1263.23 733.617 529.615 455.975 253.941 198.812 3663.94 3545.8
internal_count=4780 2975 2217 758 386 372 338 156 74 1805 1739
is_linear=0
shrinkage=0.06


Tree=133
num_leaves=12
num_cat=0
split_feature=129 97 61 5 148 59 146 14 127 74 55
split_gain=0.441265 0.986028 1.12032 1.24011 1.20634 1.20811 1.06085 1.65879 1.05858 0.960883 0.94217
threshold=0.0063990866765379914 0.00057154725072905432 0.0062037324532866487 0.064669914543628707 0.00899649551138282 0.00080172589514404546 0.015675474889576439 0.0017376682371832433 0.062805486842989935 0.0036604277556762104 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 6 -4 -6 8 -8 -3 10 -1
right_child=-2 2 4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.00016629316869031926 0.00071285446805435435 -0.0039807190962582494 -0.0034999655535079754 0.0051554078945126001 0.010560227226818899 0.0012555686835799414 0.0074026037790495052 -0.0041988642527163592 0.0062117363791125658 0.0065248596648086275 -0.0055530387857573469
leaf_weight=5338.7583035230637 2355.756089925766 979.58610379695892 131.36402344703674 73.827273845672607 65.963043928146362 209.81896781921387 86.038142085075378 91.401181936264038 38.023715853691101 83.817984223365784 105.64485323429108
leaf_count=2764 958 648 86 18 19 92 29 50 10 27 79
internal_value=0 -0.000233084 -0.00150787 -0.00238655 0.00123043 0.00348413 -0.00285286 0.00142755 -0.0035993 0.000153422 5.52136e-05
internal_weight=0 7204.24 1676.02 1268.88 407.146 275.782 1195.05 177.439 1017.61 5528.22 5444.4
internal_count=4780 3822 952 755 197 111 737 79 658 2870 2843
is_linear=0
shrinkage=0.06


Tree=134
num_leaves=12
num_cat=0
split_feature=141 2 141 108 82 59 110 18 53 92 140
split_gain=0.464827 1.08267 1.06064 1.0691 1.26665 1.06734 1.05693 1.03932 1.69943 1.26916 2.02134
threshold=0.0030382014811038975 0.0018488886416889729 0.0013986918493174019 0.028884131461381916 0.0049928687512874612 0.0072436286136507997 0.0058306583669036635 0.00052132029668428015 0.0048403022810816774 0.0092791137285530585 0.05109804309904576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 -4 -6 7 8 -2 10 -10
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00031665911229866343 -0.00010586854977124284 0.0029854279408807398 0.0023567468393238694 -0.0042955565400633377 -0.00022150905251235367 -0.0097351407577408317 -0.0036068413570663964 0.00070523980358544339 -0.0053390963173845681 -0.008429211516561879 0.0028594308220510458
leaf_weight=3151.2142963409424 1304.5207204818726 304.73774135112762 1708.0695365667343 111.28892529010773 226.00176477432251 52.173709750175476 410.74325430393219 1663.0106375217438 291.59009909629822 164.572713971138 172.07628417015076
leaf_count=1715 585 129 706 76 147 47 273 722 198 124 58
internal_value=0 -0.000461595 0.000379203 0.00142459 0.00174529 -0.00200871 -0.000723846 -0.000394431 -0.00134061 -0.0039041 -0.00229649
internal_weight=0 4311.25 5248.75 2097.53 1986.25 278.175 4006.51 3595.77 1932.76 628.239 463.666
internal_count=4780 2089 2691 976 900 194 1960 1687 965 380 256
is_linear=0
shrinkage=0.06


Tree=135
num_leaves=12
num_cat=0
split_feature=137 87 104 63 18 52 90 127 39 52 0
split_gain=0.411598 1.62009 1.4703 1.18386 1.66438 0.953994 0.963411 1.0614 0.948687 0.936905 0.943594
threshold=0.0010263677686452868 0.0026833302108570938 0.024810968898236755 0.0095705352723598498 0.00047558375808876013 0.016164712607860569 0.0003614811430452392 0.0079489401541650313 0.00040826165059115743 0.028884131461381916 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 9 8 7 -7 -2 10 -3
right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00020978737681290663 -0.0089355122465333107 -0.010667300491714715 0.0055163255470426307 -0.0053309657738435136 0.0057241163133178322 0.0055946760122482352 -0.0051961188442162911 -0.0024148481391190768 -0.002545917533517488 0.0051718578633843243 -0.00036881075472525393
leaf_weight=7446.0019180774689 91.026472330093384 48.843472957611084 93.80869460105896 70.216004848480225 309.7401214838028 150.98478448390961 78.08023476600647 98.249010324478149 1023.2679415941238 57.082412481307983 92.698615670204163
leaf_count=3773 82 44 36 39 85 39 38 40 558 11 35
internal_value=0 -0.000738837 -0.00175843 0.00196676 0.00297559 -0.00223217 0.000615547 0.00243759 -0.00306864 -0.00131127 -0.00392765
internal_weight=0 2114 1535.42 578.581 508.365 1441.61 327.314 249.234 1114.29 198.625 141.542
internal_count=4780 1007 793 214 175 757 117 79 640 90 79
is_linear=0
shrinkage=0.06


Tree=136
num_leaves=12
num_cat=0
split_feature=17 35 148 146 60 0 35 65 106 67 84
split_gain=0.419645 1.21558 0.458412 1.13991 1.01565 0.99321 1.13778 1.05496 0.882726 0.840705 0.701953
threshold=0.19438949227333072 0.0048403022810816774 0.020035739988088611 0.013439828064292671 0.00017767510871635753 0.0026833302108570938 0.0026833302108570938 0.00038414125447161501 0.0022272822679951791 0.00080172589514404546 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -7 9 -5 -8 -6
right_child=1 -3 3 8 10 6 7 -9 -10 -11 -12
leaf_value=0.0002429479621424916 -0.0079461746036716165 0.0044289573998307517 -0.0029987310712479057 -0.0079797329504962874 -0.00047270324372780285 0.0085257000179520762 -0.0062376875178986584 0.0053080912390656397 -0.0016670671551068624 0.0017028188072429045 -0.0046971086509565944
leaf_weight=7716.5286172628403 78.909281492233276 44.684189438819885 120.4505889415741 123.40611612796783 607.52230715751648 107.31699657440186 77.799202561378479 148.57727181911469 225.26639544963837 124.98458206653595 184.55413472652435
leaf_count=3758 63 16 60 95 329 32 62 53 114 56 142
internal_value=0 -0.00347209 4.55159e-05 -0.00084026 -6.12418e-05 0.00184829 0.00312152 0.00146895 -0.00390296 -0.00134518 -0.00145746
internal_weight=0 123.593 9436.41 1719.88 1371.21 579.129 458.678 351.361 348.673 202.784 792.076
internal_count=4780 79 4701 943 734 263 203 171 209 118 471
is_linear=0
shrinkage=0.06


Tree=137
num_leaves=12
num_cat=0
split_feature=59 128 86 142 131 3 4 102 109 0 2
split_gain=0.447953 1.13027 1.54051 2.03645 1.09361 1.08503 1.97086 1.25976 1.97951 1.62235 1.67089
threshold=0.0030382014811038975 0.020035739988088611 0.00017767510871635753 0.0037758676335215573 0.0063990866765379914 0.00899649551138282 0.00017767510871635753 0.00073092587990686308 0.029773407615721229 0.0026833302108570938 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -2 8 -8 10 -9
right_child=5 -3 3 -5 -6 -7 7 9 -10 -11 -12
leaf_value=0.00022466393759321769 -0.0051397028420716532 -0.0028227534247257905 0.0012316739765669128 0.0070319888017425806 -0.0039152667964710199 0.0024509338092205319 0.0016997033351562609 -0.0040368138496522524 -0.0073687261151340029 -0.00011799270509661496 0.0054053018465587592
leaf_weight=2245.4273666143417 327.2063022851944 351.08002424240112 1304.1460108757019 261.53834044933319 255.78654110431671 444.90276873111725 1367.9029468297958 784.30588936805725 92.417583465576172 2051.55231320858 73.733596444129944
leaf_count=1279 222 195 617 82 190 134 537 464 59 975 26
internal_value=0 0.000443083 0.000725073 0.00220097 -0.000198846 -0.000380701 -0.000648955 -0.000312591 0.00112534 -0.0010343 -0.00322489
internal_weight=0 4417.98 4066.9 1565.68 2501.21 5142.02 4697.12 4369.91 1460.32 2909.59 858.039
internal_count=4780 2363 2168 699 1469 2417 2283 2061 596 1465 490
is_linear=0
shrinkage=0.06


Tree=138
num_leaves=12
num_cat=0
split_feature=61 43 21 40 141 108 38 60 28 11 33
split_gain=0.398158 0.795932 0.554194 0.405818 1.06345 1.21543 1.12844 1.29766 1.34169 1.16564 1.56128
threshold=0.025578102096915249 0.00055427959887310873 0.0042751494329422721 0.0017376682371832433 0.013439828064292671 0.0022975050378590827 0.0084566329605877417 0.0022272822679951791 0.0012357163941487672 0.0035485138650983576 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 7 9 -9 -1 -11
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 -12
leaf_value=0.0013478241218760842 -0.0071719887185047538 -0.0032227631783472892 0.0071576906307033806 -0.00025716076692778884 -0.0062647143756497711 0.00010389018020055602 -0.0069509818155739271 0.001585098675334863 0.0078749739564507176 -0.0060687225593781622 0.00028892175765997158
leaf_weight=1804.0702892541885 80.019360423088074 41.166597843170166 33.489722728729248 5856.0972349643707 163.74366724491119 315.8385306596756 63.368176460266113 344.05889093875885 189.19585514068604 197.04603517055511 471.90532279014587
leaf_count=938 64 29 14 2939 99 139 49 124 33 129 223
internal_value=0 -0.00301845 0.0014371 4.96646e-05 0.000555909 -0.00207139 0.000966436 0.00113355 0.00381777 0.000554624 -0.00158441
internal_weight=0 154.676 74.6563 9405.32 3549.23 479.582 3069.64 3006.28 533.255 2473.02 668.951
internal_count=4780 107 43 4673 1734 238 1496 1447 157 1290 352
is_linear=0
shrinkage=0.06


Tree=139
num_leaves=12
num_cat=0
split_feature=129 29 146 128 146 31 143 40 97 142 49
split_gain=0.38382 0.749804 0.826558 1.43072 1.13995 1.1051 0.968644 0.728439 1.08551 1.57656 1.77051
threshold=0.0063990866765379914 0.027182282879948619 0.0036604277556762104 0.020035739988088611 0.0015349716995842757 0.079227816313505187 0.035692447796463973 0.0048403022810816774 0.0019071503775194289 0.036783467978239066 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 6 -6 -1 9 10 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.00022376179441971363 0.00098976596936268765 0.004674421336853047 0.0020096617499555419 -0.0074180317625017174 -0.005315873573982448 0.0044061622748498416 0.0024823811995512328 -0.0005258931663324986 -0.0046074733860292337 -0.0068370348606640024 0.0090734160261538039
leaf_weight=4694.2286820411682 573.03023278713226 156.62885653972626 1076.6735074520111 61.148018598556519 356.25570929050446 63.742886066436768 68.276879191398621 2027.5708639621735 273.82883620262146 137.10177290439606 71.513438582420349
leaf_count=2434 209 36 404 47 232 17 13 1107 182 75 24
internal_value=0 0.000664807 0.00037903 0.0015024 -0.000825356 -0.00295531 -0.0040614 -0.000217413 -0.00104248 -0.000605742 -0.000198439
internal_weight=0 2355.76 2199.13 1137.82 1061.31 488.275 424.533 7204.24 2510.01 2236.19 2099.08
internal_count=4780 958 922 451 471 262 245 3822 1388 1206 1131
is_linear=0
shrinkage=0.06


Tree=140
num_leaves=12
num_cat=0
split_feature=15 94 79 95 97 82 40 60 11 45 0
split_gain=0.385388 1.13652 0.520138 1.55947 1.60281 1.54965 1.21404 2.37836 1.18323 1.73421 1.02604
threshold=0.099488973617553725 0.00093549740267917525 0.00068727668258361529 0.00047558375808876013 0.0019071503775194289 0.0049928687512874612 0.0017376682371832433 0.00046126570669002836 0.0019071503775194289 0.00082683752407319855 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 10 7 8 -1 -10 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0053988418919058848 -0.007078906153302502 0.0029436027571459944 -0.00022677981326934293 0.0016621541092519555 -0.0062269081437528566 -0.0037574382051708262 -0.0050557350873672163 0.0047071317842312327 0.008220765625451423 -0.0059686587033154796 0.0049588138119206222
leaf_weight=244.40471959114075 96.576866984367371 70.309682250022888 6774.924079656601 1043.7317992448807 85.663432478904724 144.59129321575165 231.73951423168182 239.14940702915192 68.183201789855957 56.707702875137329 504.0179842710495
leaf_count=204 87 31 3411 439 61 106 136 78 21 43 163
internal_value=0 -0.00285717 5.07792e-05 0.000768982 0.00177556 0.00218097 -0.0013611 4.66861e-05 -0.00297179 0.00177832 0.00273595
internal_weight=0 166.887 9393.11 2618.19 1778 1692.34 840.185 608.445 369.296 124.891 1547.75
internal_count=4780 118 4662 1251 769 708 482 346 268 64 602
is_linear=0
shrinkage=0.06


Tree=141
num_leaves=12
num_cat=0
split_feature=12 30 36 79 60 114 85 93 24 8 58
split_gain=0.404477 0.778734 0.930471 0.843894 0.830144 0.640554 0.968512 1.20268 1.11605 1.12565 0.902452
threshold=0.024810968898236755 0.014740333426743748 0.0035485138650983576 0.00899649551138282 0.0022272822679951791 0.0038949446752667431 0.02129978779703379 0.0028552538715302949 0.00047558375808876013 0.0053125319536775359 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 10 -7 8 -8 -10 -1
right_child=1 3 -4 -5 -6 6 7 -9 9 -11 -12
leaf_value=0.00080332411176102622 0.0049619256791785101 -0.0016283637643130257 -0.0024374460330851464 -0.0054784451788147479 0.0045655072914379076 -0.0015664786930748068 0.0069534351889049117 0.0080974017279229048 -0.0094014498871731311 0.002147516302561102 -0.00058474297776155886
leaf_weight=3653.4149321317673 281.70711600780487 183.08339607715607 78.08023476600647 93.340307593345642 135.44367945194244 1744.6740415096283 50.328261494636536 87.241898417472839 61.054341197013855 60.318971872329712 3131.3125030994415
leaf_count=1650 84 76 38 76 25 933 13 22 55 22 1786
internal_value=0 0.00131697 0.0033559 -0.00046453 0.00100599 -0.00011567 -0.00105826 0.00236525 -0.000550281 -0.00366491 0.000162699
internal_weight=0 771.655 359.787 411.867 318.527 8788.34 2003.62 258.943 171.702 121.373 6784.73
internal_count=4780 299 122 177 101 4481 1045 112 90 77 3436
is_linear=0
shrinkage=0.06


Tree=142
num_leaves=12
num_cat=0
split_feature=26 141 143 1 27 71 24 87 26 83 60
split_gain=0.409899 0.694745 1.34473 0.60856 0.714122 0.618952 0.523545 1.25285 1.28678 1.09075 1.58973
threshold=0.0016846025246195497 0.0013986918493174019 0.013032016810029747 0.00082683752407319855 0.0028552538715302949 0.0027679565828293566 0.0072436286136507997 0.0072436286136507997 0.0014881226234138014 0.0026833302108570938 0.025578102096915249
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -6 -1 8 9 -8 -11
right_child=1 2 -4 4 5 -7 7 -9 -10 10 -12
leaf_value=-0.00011958400069846323 -0.0054873925810479413 -0.0030777136122950642 -0.0095382002467240285 0.0043230999467298069 0.0051720652972315692 -0.0045007573280254091 0.0031740131825875729 0.0051309314011704962 0.010153684812543357 -0.0014741549779416318 0.0072777260395909538
leaf_weight=7275.6914546489716 125.53259658813477 113.60276055335999 52.173709750175476 189.93122446537018 33.583400130271912 81.223116755485535 316.21324026584625 233.59901237487793 46.998024702072144 1010.8697185516357 80.581424832344055
leaf_count=3660 105 70 47 66 6 57 107 73 10 563 16
internal_value=0 -0.00152348 -0.000464968 0.000668617 0.00206576 -0.00166921 0.000101302 0.00105318 0.000398039 7.16268e-05 -0.000827399
internal_weight=0 596.047 470.514 418.341 304.738 114.807 8963.95 1688.26 1454.66 1407.66 1091.45
internal_count=4780 351 246 199 129 63 4429 769 696 686 579
is_linear=0
shrinkage=0.06


Tree=143
num_leaves=12
num_cat=0
split_feature=34 42 123 1 24 50 138 150 111 42 75
split_gain=0.398715 0.894812 1.54408 1.27261 1.72856 1.09398 0.627678 0.592821 1.02838 0.991031 1.2224
threshold=0.02636832278221846 0.022641776129603389 0.00066645268816500913 0.00062670491752214741 0.00073092587990686308 0.0010918468469753864 0.070576477795839324 0.0053125319536775359 0.00080172589514404546 0.0027679565828293566 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 7 -1 9 -9 -11
right_child=1 -3 -4 4 -6 -7 -8 8 -10 10 -12
leaf_value=0.00015299532786135746 -0.0074188534602872957 -0.0038533903785496729 -0.0053243671641894485 0.011576835131524431 0.0027116094050740232 0.0014384179856665835 -0.0052414028172404654 -0.0043530307220108113 0.0053011400633386826 0.001760748889132024 -0.0023171237524078005
leaf_weight=6928.798813700676 66.698413252830505 115.54188621044159 98.890702247619629 96.216207265853882 445.63813805580139 201.95473790168762 85.663432478904724 341.63732838630676 83.817984223365784 447.20255410671234 647.93948578834534
leaf_count=3299 52 96 81 22 167 93 61 235 27 225 422
internal_value=0 0.0011181 0.0017501 0.00261381 0.00428764 -0.000762516 -0.000134287 -8.24479e-05 -0.00115521 -0.0015322 -0.000651911
internal_weight=0 1024.94 909.398 810.507 541.854 268.653 8535.06 8449.4 1520.6 1436.78 1095.14
internal_count=4780 511 415 334 189 145 4269 4208 909 882 647
is_linear=0
shrinkage=0.06


Tree=144
num_leaves=12
num_cat=0
split_feature=34 17 45 28 77 56 96 92 89 94 98
split_gain=0.377129 0.903113 0.838748 0.989713 0.947008 0.778619 0.771061 1.09375 0.685876 0.478891 0.923724
threshold=0.00055427959887310873 0.0070226341485977182 0.0019672545604407792 0.00052132029668428015 0.0054799309000372895 0.00042089859198313212 0.00043393640953581786 0.00068727668258361529 0.00075379351619631063 0.055838862434029586 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 -1 -6 -2 -11
right_child=9 -3 -4 5 8 -7 -8 -9 -10 10 -12
leaf_value=0.0032175825938966529 6.2891376484973789e-05 0.0047695434656745 -0.0057417273663896559 -0.0058256355314131028 0.0058727031390545751 -8.5312512234460397e-06 -0.007017289626720334 -0.0080314620216973675 -0.0010920004188598076 0.0057871467725109883 -0.0031338371366140621
leaf_weight=127.29841732978821 8317.2827235460281 87.148221015930176 149.03160893917084 192.51204204559326 158.84901440143585 145.34071242809296 70.028650045394897 41.072920441627502 74.843675374984741 136.46008098125458 60.131617069244385
leaf_count=50 4186 30 110 133 38 42 55 37 27 34 38
internal_value=0 -0.00107503 -0.0016066 -0.000845117 0.000929165 -0.00332392 -0.00173114 0.000470324 0.00364264 0.000132092 0.00305827
internal_weight=0 1046.13 958.977 809.945 472.093 337.853 238.4 168.371 233.693 8513.87 196.592
internal_count=4780 522 492 382 207 175 142 87 65 4258 72
is_linear=0
shrinkage=0.06


Tree=145
num_leaves=12
num_cat=0
split_feature=9 22 113 107 82 21 70 17 15 10 96
split_gain=0.39257 0.727396 1.21589 0.701201 0.65282 1.23572 0.552779 1.57718 1.2645 1.01851 1.35213
threshold=0.0020932231564074759 0.0022975050378590827 0.0011980500421486797 0.0051502294372767219 0.00085274505545385193 0.00077738583786413084 0.0012357163941487672 0.019431582652032379 0.0098710241727530974 0.0031340263085439806 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 5 -2 7 -1 -9 10 -8
right_child=1 2 -4 -5 -6 -7 9 8 -10 -11 -12
leaf_value=-2.9869984934176401e-06 -0.0043063112056804 -0.0052544899136353351 0.0040197101118691694 -0.0064101006237975858 -0.0039647011727289199 0.0027564286782412835 -0.00068726299740788914 -0.0080660138941536959 -0.00015637445866911227 -0.00018978843119042167 0.003177545318271489
leaf_weight=4906.2022300958633 140.52568709850311 69.105925917625427 192.24505972862244 115.54188621044159 213.50986433029175 243.68340015411377 485.13259255886078 162.44623351097107 131.7387330532074 1907.3872573375702 992.48081362247467
leaf_count=2342 70 38 60 96 160 74 243 114 54 1120 409
internal_value=0 -0.00114111 0.00156637 -0.00213326 -0.00130559 0.000172761 0.000129532 -0.000258893 -0.00452526 0.000726262 0.00190868
internal_weight=0 974.612 261.351 713.261 597.719 384.209 8585.39 5200.39 294.185 3385 1477.61
internal_count=4780 498 98 400 304 144 4282 2510 168 1772 652
is_linear=0
shrinkage=0.06


Tree=146
num_leaves=12
num_cat=0
split_feature=46 71 5 94 86 92 100 66 63 47 95
split_gain=0.376217 0.871613 0.754418 1.53715 0.590746 0.426736 1.24313 1.1112 1.81865 1.39463 1.33862
threshold=0.21471316367387774 0.037906534969806678 0.00017767510871635753 0.0005375427135732026 0.00044738779251929378 0.0072436286136507997 0.00017767510871635753 0.00096484774257987748 0.0011615398107096555 0.0017376682371832433 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 -1 -7 8 -8 -10 -11
right_child=1 4 -4 -5 -6 6 7 -9 9 10 -12
leaf_value=0.00017834484410984445 0.0085811767808670718 -0.0092871590916526626 0.0075857976132480149 -0.0052391313064228829 0.0014087074895673122 0.0013733515414242094 -0.0060588044257169522 0.0015170387644119075 0.0017557453541296938 -0.0043594069844074641 0.0015882275752807848
leaf_weight=6782.2402950525284 50.328261494636536 34.412446856498718 107.41067397594452 67.99584698677063 40.243873715400696 712.53951835632324 353.28613221645355 334.52251768112183 391.97963976860046 497.51676571369171 187.52371180057526
leaf_count=3361 13 31 24 37 12 270 294 172 151 335 80
internal_value=0 0.00208936 0.00394769 0.000641514 -0.00352733 -6.7831e-05 -0.000741761 -0.00159576 -0.00232384 -0.00109824 -0.0027313
internal_weight=0 300.391 225.735 118.324 74.6563 9259.61 2477.37 1764.83 1430.31 1077.02 685.04
internal_count=4780 117 74 50 43 4663 1302 1032 860 566 415
is_linear=0
shrinkage=0.06


Tree=147
num_leaves=12
num_cat=0
split_feature=59 38 10 101 66 100 14 11 136 7 83
split_gain=0.404159 0.945419 1.00898 1.88559 1.41934 1.3782 1.25692 1.18885 1.06686 0.924665 0.89707
threshold=0.0030382014811038975 0.00037263428384903824 0.0016846025246195497 0.0014881226234138014 0.00017767510871635753 0.00070876078098081063 0.007706565549597145 0.039062514901161201 0.0054799309000372895 0.014293605927377941 0.036783467978239066
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -4 -3 -5
right_child=1 9 6 10 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00042084395384841167 -0.001038397562822313 0.0006129587678114683 -0.00019575526681242126 -0.010243427994930774 0.0051097647972816991 -0.010650246805881154 -0.0092179593767229336 -0.0083706315475116696 0.0086607768033082188 -0.0060638854335284924 0.00073745153453360062
leaf_weight=4417.9782832860947 258.2081036567688 2594.4371099472046 1687.0436145067215 154.48832619190216 100.65652298927307 67.714814782142639 57.724104404449463 62.258097529411316 50.328261494636536 76.782801032066345 32.379643797874451
leaf_count=2363 79 1076 873 123 26 61 52 48 13 53 13
internal_value=0 -0.000361635 -0.00120754 -0.00331709 -0.00111472 -0.00303804 -0.000510654 -0.000230866 6.12848e-05 0.000420817 -0.00834133
internal_weight=0 5142.02 2470.8 613.447 426.579 325.923 1857.35 1799.63 1737.37 2671.22 186.868
internal_count=4780 2417 1288 302 166 140 986 934 886 1129 136
is_linear=0
shrinkage=0.06


Tree=148
num_leaves=12
num_cat=0
split_feature=145 68 10 136 10 133 100 52 46 93 96
split_gain=0.375039 1.12115 1.35663 0.963082 0.735391 1.11855 1.25547 1.38321 1.38608 0.975071 0.912828
threshold=0.033603202551603324 0.033603202551603324 0.028884131461381916 0.00068727668258361529 0.037906534969806678 0.0042751494329422721 0.00017767510871635753 0.0013146653072908523 0.0010918468469753864 0.00068727668258361529 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 -6 -8 -9 -10 -7
right_child=1 2 3 -5 5 10 7 8 9 -11 -12
leaf_value=-6.8584259940528201e-05 -0.0062810186732156882 0.0073686180120214363 -0.0066847689234227131 0.0051300275575312509 0.011756238701505934 -0.0037763715574294717 -0.0041208005317831531 -0.0033096316925946977 0.0030427287187886993 0.011770405054130005 0.0063876820457927511
leaf_weight=8659.5898436307907 131.08299124240875 72.623517513275146 81.035761952400208 35.709880590438843 62.63280713558197 150.32904267311096 84.459676146507263 57.817781805992126 93.902372002601624 90.572135210037231 40.243873715400696
leaf_count=4268 110 25 73 16 16 95 68 44 28 25 12
internal_value=0 -0.00201764 0.000935264 -0.00306959 6.99532e-05 0.00213817 0.00398124 0.00248777 0.00479217 0.00733184 -0.00162777
internal_weight=0 320.452 189.369 116.746 9239.55 579.958 389.385 326.752 242.292 184.475 190.573
internal_count=4780 224 114 89 4556 288 181 165 97 53 107
is_linear=0
shrinkage=0.06


Tree=149
num_leaves=12
num_cat=0
split_feature=26 59 141 70 31 24 59 2 17 69 87
split_gain=0.360135 0.922018 0.72389 0.539723 0.928258 1.28875 1.54076 1.1978 1.0502 1.17093 1.82388
threshold=0.0016846025246195497 0.011169348377734424 0.0013986918493174019 0.0012357163941487672 0.00052132029668428015 0.00087947337306104611 0.031632266007363803 0.00070876078098081063 0.0018488886416889729 0.00062670491752214741 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 8 -6 7 -7 -1 10 -10
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=-0.00034595842168366308 -0.0048852572817661283 -0.0084072439934390307 0.00051431815790198125 0.00066685855573137183 0.00071928391318809993 -0.0048793413364546737 0.0023346099991419789 0.00013956191946815403 0.00099941975058293032 0.0038364404800091535 -0.011571480096342429
leaf_weight=2678.9623637199402 113.32172834873199 61.054341197013855 421.670738697052 3572.6180527210236 644.07528436183929 700.20687294006348 185.67826354503632 226.56382918357849 375.14110100269318 534.08379280567169 46.623315095901489
leaf_count=1330 94 55 202 1844 273 461 46 99 152 182 42
internal_value=0 -0.00142802 -0.000630115 9.49398e-05 -0.000284053 -0.00141655 -0.00265308 -0.00365251 0.000263249 0.00197054 -0.000392625
internal_weight=0 596.047 534.992 8963.95 5391.33 1756.52 1112.45 926.771 3634.81 955.848 421.764
internal_count=4780 351 296 4429 2585 879 606 560 1706 376 194
is_linear=0
shrinkage=0.06


Tree=150
num_leaves=12
num_cat=0
split_feature=46 0 71 9 11 11 39 127 56 94 89
split_gain=0.34989 1.14906 0.786605 0.943726 0.506076 1.16856 1.8034 1.04502 1.0891 1.01999 0.99952
threshold=0.21471316367387774 0.0038949446752667431 0.0027679565828293566 0.0005375427135732026 0.0012357163941487672 0.0010263677686452868 0.0016846025246195497 0.00044738779251929378 0.0022975050378590827 0.0010918468469753864 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 7 9 -1 -9 -7 -8
right_child=1 -3 3 -5 -6 6 10 8 -10 -11 -12
leaf_value=0.00095163684790974899 0.00952319564271247 -0.0053123612752000709 -0.0052597370542923584 0.0045524838932730783 -0.00039520346234678814 0.00064016888331753987 -0.007878142634483748 -0.0024142308857508185 0.0025650817124934148 0.0087492016189772946 0.0059973566908210745
leaf_weight=1944.1416392326355 64.946642398834229 61.241696000099182 49.030827760696411 125.17193686962128 5963.4142315387726 80.300392627716064 61.054341197013855 803.72524571418762 196.77905285358429 183.36442828178406 26.829249143600464
leaf_count=951 10 39 28 40 2971 40 55 530 56 52 8
internal_value=0 0.00201492 0.00389274 0.00178932 -6.54275e-05 0.000531191 0.00380027 0.000140794 -0.00143474 0.00628074 -0.00364021
internal_weight=0 300.391 239.149 174.203 9259.61 3296.19 351.548 2944.65 1000.5 263.665 87.8836
internal_count=4780 117 78 68 4663 1692 155 1537 586 92 63
is_linear=0
shrinkage=0.06


Tree=151
num_leaves=12
num_cat=0
split_feature=15 29 29 78 52 100 102 39 135 119 146
split_gain=0.344942 1.087 1.22005 1.18604 1.08149 1.17429 1.26695 1.03978 0.941864 1.33828 1.6145
threshold=0.023343417793512348 0.0060143163427710542 0.027182282879948619 0.0042751494329422721 0.0022975050378590827 0.0037758676335215573 0.00017767510871635753 0.016668972559273246 0.00057154725072905432 0.0003614811430452392 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 7 -4 6 -6 -2 -3 10 -10
right_child=1 2 4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00015879090828603754 -0.0051831564058783045 0.0049098584586763066 0.0058294329934288468 0.0021700573730831052 0.00053164299626828307 0.00069991679426503154 -0.012458783982216207 0.0074487470797506379 0.0031484198105143205 0.0042971266120219054 -0.0092139108120329674
leaf_weight=8006.4465730190277 257.72566676139832 450.17213118076324 61.429050803184509 182.06699454784393 43.574110507965088 137.28912770748138 71.045051574707031 25.719170212745667 71.513438582420349 171.98260676860809 81.035761952400208
leaf_count=4003 216 163 23 67 15 59 64 7 24 66 73
internal_value=0 0.000818127 0.0018562 -0.00160803 -0.00130272 -0.00304355 -0.00752413 -0.00403474 0.00313386 0.000669535 -0.00342032
internal_weight=0 1553.55 1088.04 465.512 313.337 251.908 114.619 283.445 774.704 324.532 152.549
internal_count=4780 777 487 290 161 138 79 223 326 163 97
is_linear=0
shrinkage=0.06


Tree=152
num_leaves=12
num_cat=0
split_feature=98 108 7 141 113 14 50 41 141 63 125
split_gain=0.352574 0.929615 0.907955 1.33496 1.04249 0.685085 0.649011 0.770099 0.811561 1.04099 1.66662
threshold=0.049604203552007682 0.079227816313505187 0.00093549740267917525 0.007706565549597145 0.0016846025246195497 0.00055427959887310873 0.015200819820165636 0.0003614811430452392 0.0049928687512874612 0.0016846025246195497 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -2 -1 8 -8 -10 -11
right_child=2 -3 -4 4 -6 -7 7 -9 9 10 -12
leaf_value=0.00021857841543957652 -0.00026247142236860116 -0.0050125887471174756 0.005920287975228933 -0.002338984479072308 0.0070881810692511021 -0.0059995323393045689 -0.00083039743572290196 0.002026790795695536 -0.008877639718894036 0.0053653284853067019 -0.005585621071193112
leaf_weight=7113.446625828743 288.63457190990448 136.63338589668274 125.17193686962128 60.225294470787048 140.90039670467377 101.11086010932922 1019.7503499984741 237.94565069675446 114.33812987804413 76.047431707382202 145.79504954814911
leaf_count=3433 163 115 40 30 38 83 571 85 103 20 99
internal_value=0 -0.000103712 0.00128044 0.000296688 0.00426554 -0.00175198 -2.6626e-05 -0.00112091 -0.0016734 -0.0042295 -0.00183092
internal_weight=0 8843.96 716.043 590.871 201.126 389.745 8707.32 1593.88 1355.93 336.181 221.842
internal_count=4780 4426 354 314 68 246 4311 878 793 222 119
is_linear=0
shrinkage=0.06


Tree=153
num_leaves=12
num_cat=0
split_feature=59 4 75 59 128 87 1 91 45 86 19
split_gain=0.35099 1.17106 1.45822 1.16756 1.48631 1.44343 1.12003 1.04532 1.40097 1.3806 1.04231
threshold=0.0030382014811038975 0.00017767510871635753 0.013860232196748258 0.0049928687512874612 0.0019071503775194289 0.0034400182776153092 0.091400381177663817 0.00040826165059115743 0.00017767510871635753 0.0013986918493174019 0.04673989117145539
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 8 -5 10 -9
right_child=1 3 -4 6 5 -7 -8 9 -10 -11 -12
leaf_value=0.00039218068839036636 -0.0054789147589989103 -0.0043745831007230822 0.0042012074695099233 0.002617361066304232 -0.0014481150243591365 0.0066644081075271202 0.0057238091653723892 0.001499509019572383 -0.0048645317390984613 -0.0015115462014393863 -0.0052770031253105499
leaf_weight=4417.9782832860947 292.70017802715302 468.46735870838165 69.199603319168091 128.689528465271 327.86204409599304 103.8930823802948 135.35000205039978 2354.6460109949112 299.92271602153778 876.73752272129059 84.553353548049927
leaf_count=2363 199 325 30 27 166 37 33 957 157 426 60
internal_value=0 -0.000337015 -0.00362731 -8.78382e-05 -0.00203445 0.00050509 0.00036386 0.000169972 -0.00261803 0.000530412 0.0012644
internal_weight=0 5142.02 361.9 4780.12 900.222 431.755 3879.9 3744.55 428.612 3315.94 2439.2
internal_count=4780 2417 229 2188 528 203 1660 1627 184 1443 1017
is_linear=0
shrinkage=0.06


Tree=154
num_leaves=12
num_cat=0
split_feature=75 48 28 122 30 50 53 29 83 108 61
split_gain=0.344768 0.483632 0.981967 0.972303 0.7283 0.718472 0.541592 0.784187 0.789552 0.65998 1.20888
threshold=0.054214311763644225 0.00017767510871635753 0.0015833032084628942 0.0098710241727530974 0.014740333426743748 0.012636432424187662 0.00070876078098081063 0.010180860292166473 0.045367386192083366 0.00017767510871635753 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -4 7 8 9 -1 -11
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0011171970583645752 -0.0024458706072167683 -0.0056347341924186606 -0.0052652175235355734 0.0071178926931845486 0.0050263187166867699 0.0015088559556853283 -7.087157527757458e-05 -0.0063444073078379329 0.0081397379999512774 0.0028150244687591445 -0.0016971710673581691
leaf_weight=371.62350940704346 202.97113943099976 160.03872084617615 152.36184573173523 58.098814010620117 52.54841935634613 89.368378877639771 7159.8544863462448 49.030827760696411 59.302570343017578 927.07983410358429 277.72113740444183
leaf_count=165 102 128 113 20 15 32 3685 28 13 342 137
internal_value=0 5.3051e-05 -0.00173889 3.15787e-05 -0.0013694 -0.00276123 0.000156886 0.00112475 0.00134902 0.00109306 0.00177485
internal_weight=0 9357.03 512.416 352.377 294.279 241.73 8844.61 1684.76 1635.73 1576.42 1204.8
internal_count=4780 4678 308 180 160 145 4370 685 657 644 479
is_linear=0
shrinkage=0.06


Tree=155
num_leaves=12
num_cat=0
split_feature=129 54 98 87 46 61 127 71 77 51 65
split_gain=0.335798 0.84603 0.901832 1.04599 1.33627 0.940698 0.990467 1.4284 2.12623 1.32261 0.987319
threshold=0.0044099434744566688 0.0072436286136507997 0.034632634371519096 0.00070876078098081063 0.0028552538715302949 0.0072436286136507997 0.0005893622583243997 0.001792412775103003 0.0013146653072908523 0.0034400182776153092 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 -1 8 -8 -10 -7
right_child=-2 -3 3 -5 -6 10 7 -9 9 -11 -12
leaf_value=-0.00055937644377881826 0.0005520796353240331 0.00084894774356393836 -0.0018709197153841143 -0.0016109378147031248 0.0057712115299803531 0.0025593077259683772 0.0082950589911327619 -0.0036268451863364888 -0.0056698722415626391 0.0055175441975053151 -0.0057271298449550088
leaf_weight=2427.6020884513855 2802.9586440324783 1888.3426105976105 119.05947780609131 242.93398094177246 266.90138030052185 420.74801456928253 98.436365127563477 1044.4390687942505 137.10177290439606 52.54841935634613 58.927860736846924
leaf_count=1241 1183 1022 83 138 103 185 24 666 75 15 45
internal_value=0 -0.000229056 -0.000647172 0.00147294 0.00341393 -0.000961678 -0.00128089 -0.00259521 0.00114488 -0.00256878 0.00154034
internal_weight=0 6757.04 4868.7 628.895 385.961 4239.8 3760.13 1332.53 288.087 189.65 479.676
internal_count=4780 3597 2575 324 186 2251 2021 780 114 90 230
is_linear=0
shrinkage=0.06


Tree=156
num_leaves=12
num_cat=0
split_feature=61 108 74 106 107 143 80 117 88 104 68
split_gain=0.33919 0.566388 0.326701 0.63904 0.605293 0.711252 0.662605 0.553987 0.488788 0.950546 1.05652
threshold=0.025578102096915249 0.0034400182776153092 0.013860232196748258 0.00099512818269431613 0.029773407615721229 0.0056525857653468856 0.0072436286136507997 0.034632634371519096 0.00064626874518580746 0.037906534969806678 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 8 7 -7 -6 9 10 -1
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 -12
leaf_value=0.00020852159422930539 0.00075910289428992412 -0.0065011772367771 -0.0021323146137627153 0.0050597371958391009 -0.0026511100501484847 -0.00024259348610783279 -0.01183665023523222 0.0042301502956465188 -0.00033713332159749672 -0.0046113306785649198 0.0025628384616381383
leaf_weight=3221.3647235631943 79.190313696861267 75.485367298126221 69.199603319168091 124.15553534030914 170.02943122386932 27.845650672912598 48.843472957611084 55.878656148910522 4691.7415418624878 124.42251765727997 871.84286987781525
leaf_count=1568 39 68 30 31 137 17 44 18 2359 104 365
internal_value=0 -0.002786 4.58241e-05 0.00248601 -5.42081e-06 -0.00264403 -0.00763267 -0.000947903 8.42253e-05 0.000552947 0.000710035
internal_weight=0 154.676 9405.32 193.355 9211.97 302.597 76.6891 225.908 8909.37 4217.63 4093.21
internal_count=4780 107 4673 61 4612 216 61 155 4396 2037 1933
is_linear=0
shrinkage=0.06


Tree=157
num_leaves=12
num_cat=0
split_feature=100 78 104 125 24 93 15 93 93 95 125
split_gain=0.336784 1.41072 0.903821 0.591455 0.579384 0.490801 0.450592 0.910462 1.04559 1.40149 2.28744
threshold=0.034632634371519096 0.0019071503775194289 0.0015833032084628942 0.0036604277556762104 0.031632266007363803 0.00057154725072905432 0.023343417793512348 0.016668972559273246 0.0023699469165876512 0.00899649551138282 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 5 -2 -4 -1 8 -8 10 -10
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00025759379644815474 -0.0040604262442015641 0.010077248037546786 0.003886190020658588 0.0070322898231528711 0.005937603450789199 -0.0053381495243758226 0.00015521308936379579 -0.0042370337381972926 0.003860625835692225 0.0090629808138782617 -0.0094879151073129428
leaf_weight=7684.1349235773087 134.31955063343048 78.36126697063446 38.023715853691101 51.438340425491333 24.609091281890869 45.513236165046692 933.63258039951324 115.54188621044159 273.6555312871933 125.26561427116394 55.503946542739868
leaf_count=3842 121 14 10 14 6 41 453 96 101 32 50
internal_value=0 0.00176892 0.00495591 0.0019774 -0.00250953 -0.00113986 -7.17224e-05 0.000878126 0.00130419 0.00366424 0.00160755
internal_weight=0 372.265 213.337 134.975 158.929 83.537 9187.73 1503.6 1388.06 454.425 329.159
internal_count=4780 206 79 65 127 51 4574 732 636 183 151
is_linear=0
shrinkage=0.06


Tree=158
num_leaves=12
num_cat=0
split_feature=18 106 101 16 50 0 115 1 45 66 71
split_gain=0.321713 0.754889 0.677872 0.870144 0.817796 0.965067 0.924258 1.1409 0.952431 0.889363 0.816434
threshold=0.00047558375808876013 0.044033329933881767 0.05109804309904576 0.00093549740267917525 0.015200819820165636 0.0058306583669036635 0.0063990866765379914 0.0013986918493174019 0.00064626874518580746 0.0013986918493174019 0.10522961243987085
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9 10 -10
right_child=1 -3 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.00029979014176527587 0.0014218868912704128 -0.0056740599216928058 -0.0033901855078577428 -0.0023654773664868794 -0.0059227165098307962 -0.0050435786764145736 0.0039053760337199308 0.0062256835906603228 -0.0059461590956362631 0.0072615289832104581 0.0021622348280935216
leaf_weight=5488.6330090761185 2759.3704836368561 72.155130505561829 153.84663426876068 312.22726166248322 130.06658971309662 153.47192466259003 178.92411255836487 83.911661624908447 118.96580040454865 36.913636922836304 71.513438582420349
leaf_count=2802 1265 65 82 160 101 114 48 19 91 9 24
internal_value=0 0.000404104 0.000513907 0.000670188 0.000938512 -0.000785237 0.000268995 -0.00120568 0.000766419 -0.00124999 -0.00290241
internal_weight=0 4071.37 3999.21 3845.36 3533.14 773.767 620.295 441.371 311.305 227.393 190.479
internal_count=4780 1978 1913 1831 1671 406 292 244 143 124 115
is_linear=0
shrinkage=0.06


Tree=159
num_leaves=12
num_cat=0
split_feature=12 46 12 54 91 102 30 31 73 93 67
split_gain=0.328253 1.28378 0.851739 0.816798 1.0275 0.834473 0.744871 1.01963 0.726032 0.885702 1.37321
threshold=0.024810968898236755 0.0045489775948226461 0.015200819820165636 0.0014881226234138014 0.0042751494329422721 0.0014427106943912806 0.0095705352723598498 0.0032328735105693345 0.00899649551138282 0.030689206905663017 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 5 -5 8 -8 -1 10 -10
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 -12
leaf_value=6.9524017821932088e-05 -0.0011285631901688604 0.0037730040917613537 -0.0072404571276439515 0.0038059727965775009 0.0080106926056256397 -0.0049617023604688277 0.0031705505251742191 -0.0041773210244175777 -0.0043412683230361713 0.0045706640535786375 0.00076253236304000681
leaf_weight=7004.8040957450867 407.23971259593964 364.41502130031586 111.28892529010773 52.454741954803467 38.023715853691101 152.45552313327789 480.61264932155609 79.096636295318604 485.49325227737427 72.623517513275146 311.49189233779907
leaf_count=3610 189 110 76 23 10 105 150 47 308 25 127
internal_value=0 0.0011864 -0.000104207 -0.00298604 -0.0010349 -0.00271651 1.68606e-05 0.00213161 -0.00013348 -0.00176852 -0.00234666
internal_weight=0 771.655 8788.34 354.223 242.934 204.91 8434.12 559.709 7874.41 869.609 796.985
internal_count=4780 299 4481 214 138 128 4267 197 4070 460 435
is_linear=0
shrinkage=0.06


Tree=160
num_leaves=12
num_cat=0
split_feature=117 113 39 133 38 14 100 45 140 60 95
split_gain=0.329426 1.19037 0.987286 1.18785 0.893233 0.812643 1.05906 1.4112 1.11954 0.909058 2.52676
threshold=0.0031340263085439806 0.00042089859198313212 0.0010918468469753864 0.0070226341485977182 0.00040826165059115743 0.0019672545604407792 0.00017767510871635753 0.0014427106943912806 0.0038949446752667431 0.00039601318712811922 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 9 7 -7 -8 10 -1
right_child=1 -3 3 4 -6 6 8 -9 -10 -11 -12
leaf_value=-0.0031681273007369399 -0.00047983207238487741 0.00012810055980716901 -0.0070615164895738748 -0.0057721345803255619 0.0018804359116631605 0.001748157322746234 -0.00046906686947355221 -0.0064997003565744321 -0.005081018121412686 0.0024538131879290911 0.0031942575852438979
leaf_weight=470.68751657009125 612.52468729019165 4780.9085160493851 242.46559393405914 88.993669271469116 143.0268771648407 785.53774547576904 565.33930778503418 82.426873087882996 284.92962551116943 1073.3432706594467 429.81600081920624
leaf_count=327 285 2504 178 64 48 263 291 50 192 401 177
internal_value=0 -0.000279397 -0.00207151 -0.0041257 -0.001056 0.000443999 -0.000510059 0.000964235 -0.00201497 0.00127449 -0.000131303
internal_weight=0 5867.92 1087.01 474.486 232.021 3692.08 1718.23 867.965 850.269 1973.85 900.504
internal_count=4780 3079 575 290 112 1701 796 313 483 905 504
is_linear=0
shrinkage=0.06


Tree=161
num_leaves=12
num_cat=0
split_feature=53 113 65 87 10 54 141 38 80 28 22
split_gain=0.340619 1.11736 1.48188 1.37779 1.73733 1.20645 0.948676 1.79523 1.17266 1.52932 1.28176
threshold=0.0081988852471113222 0.0038949446752667431 0.0084566329605877417 0.0058306583669036635 0.007706565549597145 0.0023699469165876512 0.0026833302108570938 0.000490355829242617 0.0028552538715302949 0.004017772153019906 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -6 8 -8 -2 10 -10
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=0.00024125464432015492 -0.0031074225705305723 -0.0074468121353235836 0.0083713452240956557 0.004517128736147652 0.010325684767756641 -0.00035166359982415177 -0.0064976788980461416 -0.00070268559715731566 0.0023685810994082605 -0.0078492896183992439 -0.0067436553320716665
leaf_weight=6575.4845817089081 365.96538746356964 122.20235979557037 92.792293071746826 216.85415101051331 41.353952646255493 470.32685685157776 310.27408611774445 506.59880185127258 732.52093911170959 65.588334321975708 60.037939667701721
leaf_count=3199 265 102 27 66 13 262 231 230 288 51 46
internal_value=0 -0.000531618 0.00117577 0.000390034 -0.00102235 0.000513127 -0.00132095 -0.00290433 -0.000264173 0.00094858 0.00167755
internal_weight=0 2984.52 943.53 850.737 633.883 511.681 2040.99 816.873 1224.11 858.147 792.559
internal_count=4780 1581 470 443 377 275 1111 461 650 385 334
is_linear=0
shrinkage=0.06


Tree=162
num_leaves=12
num_cat=0
split_feature=46 45 14 11 11 59 31 65 18 40 72
split_gain=0.345916 0.567967 0.572417 0.464633 0.969525 1.66035 0.974031 0.825788 1.55156 1.07355 1.99501
threshold=0.21471316367387774 0.0031340263085439806 0.0013560238294303419 0.0012357163941487672 0.0010263677686452868 0.0034400182776153092 0.00039601318712811922 0.00017767510871635753 0.00017767510871635753 0.0048403022810816774 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 -6 8 -5 -10 -11
right_child=1 -3 -4 7 5 -7 -8 -9 9 10 -12
leaf_value=0.00015101994538700922 0.0051957796596813315 -0.0031484910040896676 -0.0012754482029689173 -0.0027843122770021961 0.0086277792487774764 -0.0033070328778101845 0.00082013885506113245 0.00018402013239991532 0.0019747383100120193 0.0059587701158063128 -0.0035412610530780246
leaf_weight=2944.6459378004074 169.94980370998383 61.241696000099182 69.199603319168091 1185.1521106958389 169.94980370998383 94.637741327285767 86.960866212844849 3635.1852822303772 629.4569034576416 98.342687726020813 415.27724742889404
leaf_count=1537 48 39 30 720 48 61 46 1674 276 32 269
internal_value=0 0.00200345 0.00332353 -6.50484e-05 0.00050662 0.00348431 0.00598634 -0.000381033 -0.00126325 0.000313904 -0.00172149
internal_weight=0 300.391 239.149 9259.61 3296.19 351.548 256.911 5963.41 2328.23 1143.08 513.62
internal_count=4780 117 78 4663 1692 155 94 2971 1297 577 301
is_linear=0
shrinkage=0.06


Tree=163
num_leaves=12
num_cat=0
split_feature=46 117 3 53 107 53 86 92 82 23 93
split_gain=0.305655 1.03435 0.743052 0.424045 0.324738 1.64369 0.799505 0.738591 1.20738 1.2295 1.10254
threshold=0.21471316367387774 0.0063990866765379914 0.00057154725072905432 0.0042751494329422721 0.00046126570669002836 0.0020932231564074759 0.00044738779251929378 0.0072436286136507997 0.00085274505545385193 0.045367386192083366 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 -1 -6 10 -10 -9
right_child=1 2 -4 -5 7 -7 -8 8 9 -11 -12
leaf_value=-0.001934880340291482 0.0018589644799568963 -0.0085305380774990565 0.0015469842619601291 0.0074891073678963766 0.0004348865065239371 -0.0077879587789580285 0.0010503204515747619 0.0017632469007200315 -0.0017890369899042353 -0.011620118721483197 -0.0035000462290021399
leaf_weight=586.52448487281799 102.78300344944 46.623315095901489 60.318971872329712 90.665812611579895 5804.8462493419647 114.43180727958679 718.55830001831055 731.4108601808548 1078.0224689245224 47.733394026756287 178.0810159444809
leaf_count=302 36 42 22 17 2909 95 235 287 672 43 120
internal_value=0 0.00188326 -0.00285035 0.00450021 -6.11403e-05 -0.000896156 -0.000291321 9.00558e-05 -0.000893429 -0.00220688 0.000732408
internal_weight=0 300.391 106.942 193.449 9259.61 1419.51 1305.08 7840.09 2035.25 1125.76 909.492
internal_count=4780 117 64 53 4663 632 537 4031 1122 715 407
is_linear=0
shrinkage=0.06


Tree=164
num_leaves=12
num_cat=0
split_feature=11 137 78 50 146 60 29 142 86 133 142
split_gain=0.311244 0.856316 0.856556 1.30237 1.71756 1.0931 1.04401 1.46577 1.41826 1.07487 0.989907
threshold=0.0012357163941487672 0.0011261500185355546 0.016668972559273246 0.0038949446752667431 0.0041444667149335155 0.0019672545604407792 0.0087224207818508166 0.0017376682371832433 0.00060774214216507982 0.0062037324532866487 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 8 -8 10 -9 -1
right_child=-2 -3 3 -5 -6 -7 7 9 -10 -11 -12
leaf_value=-0.00035842780589500023 -0.00025218176485570913 -0.0014586994917173955 -0.0038249668477297583 -0.0046979304520771408 0.0066805531575533294 0.0049050333441954704 -0.0047865921025343665 0.0055150116313386031 0.0024891193926290353 -0.0023134632855656974 -0.0042204961257541265
leaf_weight=795.2193238735199 6197.93596804142 667.65392422676086 126.00098359584808 71.232406377792358 324.35850238800049 87.335575819015503 78.815604090690613 352.01679825782776 441.10414493083954 76.876478433609009 341.44997358322144
leaf_count=490 3061 367 65 48 82 14 71 115 171 45 251
internal_value=0 0.000464785 0.000941445 0.00292103 0.00393106 -0.000250462 0.000363325 0.00272959 -0.000398235 0.00411159 -0.00151884
internal_weight=0 3362.06 2694.41 608.927 537.695 213.337 2085.48 507.709 1577.77 428.893 1136.67
internal_count=4780 1719 1352 209 161 79 1143 231 912 160 741
is_linear=0
shrinkage=0.06


Tree=165
num_leaves=12
num_cat=0
split_feature=61 143 43 107 143 123 126 135 95 79 108
split_gain=0.291727 0.641741 0.521657 0.396064 0.695097 0.592609 0.493069 0.375953 0.371433 0.940138 0.493684
threshold=0.025578102096915249 0.0063990866765379914 0.00055427959887310873 0.029773407615721229 0.0056525857653468856 0.0012745757703669371 0.002945306478068233 0.0044099434744566688 0.072653736919164671 0.0019672545604407792 0.079227816313505187
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 5 7 -6 -5 10 -10 -1
right_child=1 -3 -4 4 6 -7 -8 -9 9 -11 -12
leaf_value=0.00021908541472661023 -0.0044683157643971155 -0.0091213124680304611 0.0036206702880211697 -0.0033361064804382804 -0.010417941758146082 0.0051685671805620512 -0.00022087407370039659 0.0036872769307478323 -0.0070013554083877575 0.0017915759023612496 -0.0037648064330557201
leaf_weight=8804.3825415372849 55.597623944282532 39.962841510772705 59.115215539932251 149.95433306694031 51.063630819320679 52.54841935634613 25.625492811203003 33.489722728729248 87.789912939071655 87.148221015930176 113.32172834873199
leaf_count=4261 42 36 29 127 46 15 15 14 71 30 94
internal_value=0 -0.00258375 -0.000300278 4.24817e-05 -0.00205679 -0.000443156 -0.00701534 -0.0020526 0.000114694 -0.0026225 0.000168418
internal_weight=0 154.676 114.713 9405.32 312.682 235.992 76.6891 183.444 9092.64 174.938 8917.7
internal_count=4780 107 71 4673 217 156 61 141 4456 101 4355
is_linear=0
shrinkage=0.06


Tree=166
num_leaves=12
num_cat=0
split_feature=34 94 83 4 108 28 80 60 33 52 110
split_gain=0.331328 0.601575 1.01445 0.873155 0.824716 0.903898 0.751116 0.573328 0.513127 0.917554 0.860273
threshold=0.00055427959887310873 0.00017767510871635753 0.023343417793512348 0.00068727668258361529 0.0016846025246195497 0.00052132029668428015 0.029773407615721229 0.010829726699739696 0.00042089859198313212 0.012636432424187662 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 -1 -6 9 10 -2
right_child=8 2 -4 4 7 -7 -8 -9 -10 -11 -12
leaf_value=-0.00033394396967924083 0.0020160829642379783 -0.0037391433910101859 -0.010249954931845134 0.0062043134498575457 -0.0083132967217711684 -0.00097784396046035095 0.0067298982185460239 0.0010643589970602148 -0.00011989975335960502 -0.0027071248551348505 -0.0022032731099510517
leaf_weight=278.73753893375397 1420.170333981514 302.87824320793152 49.953551888465881 120.82529854774475 52.173709750175476 131.83241045475006 67.166800260543823 42.557708978652954 6684.6189267635345 210.92904675006866 198.15611410140991
leaf_count=146 576 192 45 28 47 46 12 6 3459 93 130
internal_value=0 -0.00100768 -0.00201885 -0.00138505 0.000667893 0.00245788 0.00103924 -0.00410374 0.000123772 0.00101418 0.00149934
internal_weight=0 1046.13 700.221 650.267 347.389 252.658 345.904 94.7314 8513.87 1829.26 1618.33
internal_count=4780 522 364 319 127 74 158 53 4258 799 706
is_linear=0
shrinkage=0.06


Tree=167
num_leaves=12
num_cat=0
split_feature=34 47 142 148 4 77 75 95 140 126 149
split_gain=0.292791 0.773017 0.535913 1.01349 0.915832 0.829579 0.694084 0.691439 0.673114 0.439533 0.427174
threshold=0.00055427959887310873 0.0066005610860884198 0.0017376682371832433 0.00017767510871635753 0.00096484774257987748 0.0013146653072908523 0.0013146653072908523 0.00077738583786413084 0.0068083447404205808 0.00057154725072905432 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 10 -1 -7 -6 -4 -8 -5
right_child=-2 -3 3 4 7 6 9 -9 -10 -11 -12
leaf_value=-0.0071453574605652428 0.00011634363124879962 -0.0053183477731407261 0.0081840496223368336 -0.0098116768931435974 0.0036904528486097123 0.0022556077019270679 -0.0052017637225644717 -0.0034866493533176812 0.00093524596556796274 0.0023906678743920956 -0.002422638397951541
leaf_weight=87.696235537528992 8513.8744215965271 127.75275444984436 90.665812611579895 45.606913566589355 144.32431089878082 157.45790326595306 116.83931994438171 72.529840111732483 93.80869460105896 35.803557991981506 73.63991904258728
leaf_count=79 4258 107 17 33 33 61 81 33 36 8 34
internal_value=0 -0.000947272 -0.000338709 0.000928235 -0.00103316 -0.00199651 -0.000538582 0.00128947 0.0045004 -0.0034205 -0.00525449
internal_weight=0 1046.13 918.373 520.575 336.101 397.797 310.101 216.854 184.475 152.643 119.247
internal_count=4780 522 415 186 133 229 150 66 53 89 67
is_linear=0
shrinkage=0.06


Tree=168
num_leaves=12
num_cat=0
split_feature=130 58 5 132 58 122 5 110 90 71 56
split_gain=0.301602 0.651235 0.737081 0.434014 0.415356 1.28888 0.981992 1.44631 1.24022 0.993477 1.42795
threshold=0.0014427106943912806 0.0015349716995842757 0.00038414125447161501 0.00055427959887310873 0.0045489775948226461 0.0019672545604407792 0.0016846025246195497 0.0072436286136507997 0.00055427959887310873 0.001792412775103003 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 7 -1 9 -8 -11
right_child=1 3 -4 -5 5 -7 8 -9 -10 10 -12
leaf_value=0.00026564339874696891 -0.0023471348622313534 -0.0041045811634646476 -0.012933967306574694 0.0019995491249021305 -0.00012196017058201538 -0.0044246522963030761 0.0061635390377334917 -0.0036128104759632117 -0.002921131249082558 0.00089981377007050602 0.009628312667024793
leaf_weight=4518.3162962198257 81.504148960113525 59.021538138389587 33.302367925643921 144.1369560956955 2844.0690423250198 274.75156033039093 224.81205832958221 374.75234150886536 168.18398296833038 763.22843956947327 73.920951247215271
leaf_count=2033 33 37 30 49 1600 199 57 281 103 348 10
internal_value=0 -0.00181668 -0.00542668 0.000225032 6.24579e-05 -0.000501134 0.000349523 -3.1469e-05 0.00186485 0.00262302 0.00167161
internal_weight=0 317.965 114.807 203.158 9242.03 3118.82 6123.21 4893.07 1230.15 1061.96 837.149
internal_count=4780 149 63 86 4631 1799 2832 2314 518 415 358
is_linear=0
shrinkage=0.06


Tree=169
num_leaves=12
num_cat=0
split_feature=99 133 58 109 89 75 22 47 18 131 63
split_gain=0.292196 0.558447 0.688446 0.660342 0.439527 0.512817 0.443773 0.582489 0.378737 1.02292 1.06294
threshold=0.023343417793512348 0.01884530205279589 0.017188700847327713 0.010500331409275534 0.00075379351619631063 0.0095705352723598498 0.0036604277556762104 0.00073092587990686308 0.00047558375808876013 0.00082683752407319855 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 7 -2 -1 -10 -11
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 10 -12
leaf_value=-0.00023492945671135833 0.0015447960318532451 -0.005626499025266532 0.0036597161201412883 -0.0057435829539889249 -0.0043921277584481931 0.0048815218384051359 0.0054721534786908556 -0.0041699594491833763 0.0019460309733598873 -0.0011561353421560387 0.0014426868386949634
leaf_weight=5137.5529848337173 118.41778588294983 87.789912939071655 116.10395061969757 103.33101797103882 82.333195686340332 74.937352776527405 36.913636922836304 140.05730009078979 1262.5250759124756 1483.5104106664658 916.52705931663513
leaf_count=2607 42 71 48 85 58 19 9 110 531 819 381
internal_value=0 -0.00112882 -0.000540576 -0.0014182 -0.000429767 0.000452118 -0.000672852 -0.00155222 9.7415e-05 0.000563595 -0.000163678
internal_weight=0 759.884 672.094 555.99 452.659 370.326 295.389 258.475 8800.12 3662.56 2400.04
internal_count=4780 442 371 323 238 180 161 152 4338 1731 1200
is_linear=0
shrinkage=0.06


Tree=170
num_leaves=12
num_cat=0
split_feature=10 51 51 126 58 105 43 133 92 24 112
split_gain=0.298096 1.02543 1.51391 1.20077 1.29262 1.10802 0.898482 0.845933 0.806248 0.802338 0.771769
threshold=0.022641776129603389 0.00043393640953581786 0.0015833032084628942 0.00052132029668428015 0.0053125319536775359 0.007706565549597145 0.0027679565828293566 0.002945306478068233 0.0060143163427710542 0.0035485138650983576 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 7 6 8 -5 -3 -4 -2 -10
right_child=1 2 5 4 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.00012769794232470529 -0.005021085564903903 0.012556432520233743 -0.0030659608133131438 -0.00083195521387114833 -0.0060683487068080759 0.005914762855673876 0.0098559565749625697 0.0044905493085298648 0.0041635317942042907 0.0015784259721991077 -0.0055304663174564625
leaf_weight=8348.4726608991623 163.27528023719788 86.131819486618042 310.36776351928711 52.361064553260803 57.724104404449463 92.88597047328949 61.522728204727173 102.78300344944 135.16264724731445 111.56995749473572 37.74268364906311
leaf_count=4109 139 21 223 31 52 19 15 36 49 52 34
internal_value=0 0.000879401 0.00182493 0.00487372 0.00123937 -8.33122e-05 0.00494549 0.00817272 -0.00123714 -0.0023425 0.0020455
internal_weight=0 1211.53 936.682 360.523 171.608 576.159 113.884 188.915 483.273 274.845 172.905
internal_count=4780 671 480 155 98 325 46 57 306 191 83
is_linear=0
shrinkage=0.06


Tree=171
num_leaves=12
num_cat=0
split_feature=11 136 137 116 67 25 61 82 53 10 85
split_gain=0.295928 0.734943 1.02192 0.929859 0.906026 0.875416 0.655955 0.761417 0.954658 0.918417 0.870586
threshold=0.0012357163941487672 0.013032016810029747 0.0011261500185355546 0.01884530205279589 0.00040826165059115743 0.00017767510871635753 0.0048403022810816774 0.00073092587990686308 0.00093549740267917525 0.010500331409275534 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 7 9 -9 10 -1
right_child=-2 -3 4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.002918488402816354 -0.00024590989820416046 0.0062769552543627191 -0.0072404274706695197 0.0051105076089395162 0.0053896270577754903 -0.0018384063827402678 0.0024880787174356603 0.0013480536700849685 -0.0031124123285941781 -0.0031398215155413454 -0.00060249291204972062
leaf_weight=675.53220403194427 6197.93596804142 76.141109108924866 95.466788053512573 170.96620523929596 69.293280720710754 461.44622540473938 496.60809147357941 273.28082168102264 469.2027280330658 170.21678602695465 403.90947580337524
leaf_count=269 3061 12 86 57 22 254 221 133 358 121 186
internal_value=0 0.000453194 0.000318059 0.000831486 -0.00186243 -0.000893878 0.000537342 5.09557e-05 -0.00147072 0.000955103 0.00160106
internal_weight=0 3362.06 3285.92 2659.72 626.206 530.74 2488.75 1992.14 742.484 1249.66 1079.44
internal_count=4780 1719 1707 1345 362 276 1288 1067 491 576 455
is_linear=0
shrinkage=0.06


Tree=172
num_leaves=12
num_cat=0
split_feature=86 60 102 16 135 134 22 122 96 107 19
split_gain=0.284626 0.741214 0.629691 0.61524 0.583287 0.591697 0.559037 0.556869 0.554772 0.954158 0.953279
threshold=0.0022975050378590827 0.037906534969806678 0.00082683752407319855 0.005485186818987132 0.00064626874518580746 0.0010263677686452868 0.00060774214216507982 0.000490355829242617 0.0092791137285530585 0.0019071503775194289 0.086341444402933135
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 4 5 -4 7 -2 -1 10 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00028307416139705503 -3.011251956631921e-05 0.0033290379379702774 -0.0067360096957004931 0.003018871878258039 -0.0015085898718765753 0.00072962842729545419 -0.0027269533315291785 0.0062367369710300798 -0.0054147688285611376 6.8312026810544567e-05 0.0053330337904458685
leaf_weight=7584.963189125061 127.29841732978821 130.81600892543793 205.83298921585083 63.742886066436768 325.45453143119812 46.90434730052948 113.79011535644531 85.115417957305908 252.73733651638031 589.76104426383972 33.583400130271912
leaf_count=3785 50 37 145 17 180 18 54 12 163 313 6
internal_value=0 -0.000908403 -0.00148126 -0.00257193 -0.0031887 -0.00535076 0.000665198 0.0024828 0.000117952 -0.00131152 -0.00415271
internal_weight=0 1098.95 968.139 641.935 578.192 252.737 326.204 212.414 8461.04 876.082 286.321
internal_count=4780 513 476 360 343 163 116 62 4267 482 169
is_linear=0
shrinkage=0.06


Tree=173
num_leaves=12
num_cat=0
split_feature=122 71 132 114 115 122 68 54 10 127 75
split_gain=0.281599 1.23588 0.742376 0.65495 0.431171 0.42286 0.956016 0.662028 0.402395 1.44303 1.08116
threshold=0.007706565549597145 0.02129978779703379 0.00055427959887310873 0.0019071503775194289 0.0020292587578296666 0.0037758676335215573 0.0031340263085439806 0.0084566329605877417 0.0045489775948226461 0.15407856553792956 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 8 -7 -8 -1 10 -10
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=0.00033401354156739285 -0.0041672529050045025 -0.0051360185882030722 0.010332509616076072 0.0025320456322689808 0.0028307799651572075 -0.008877943659007138 -0.0043546305869552387 0.0032457221211874394 0.00076158867857336894 0.0085378807253900547 -0.0014123703841270633
leaf_weight=5304.3083788156509 51.250985622406006 76.689123630523682 73.920951247215271 81.504148960113525 82.707905292510986 63.27449905872345 75.672722101211548 90.478457808494568 1276.2863103151321 62.63280713558197 2321.2733936309814
leaf_count=2353 30 61 10 33 26 57 52 33 697 16 1412
internal_value=0 0.00163168 0.00342632 0.00624624 0.000152309 -6.50219e-05 -0.00260801 -0.000216358 8.83235e-08 -0.000483828 -0.000641127
internal_weight=0 366.073 289.384 155.425 133.959 9193.93 229.426 166.151 8964.5 3660.19 3597.56
internal_count=4780 160 99 43 56 4620 142 85 4478 2125 2109
is_linear=0
shrinkage=0.06


Tree=174
num_leaves=12
num_cat=0
split_feature=129 63 132 7 10 104 45 54 91 7 117
split_gain=0.295921 0.743695 0.989048 0.730035 0.89975 0.794759 1.04419 0.625538 0.872241 1.58188 1.17574
threshold=0.0063990866765379914 0.0021592099219560628 0.0010263677686452868 0.0072436286136507997 0.0045489775948226461 0.0013146653072908523 0.0012357163941487672 0.0072436286136507997 0.0020292587578296666 0.00017767510871635753 0.12087306752800943
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 6 -3 -1 -9 -10 -11
right_child=1 3 -4 -5 -6 -7 -8 8 9 10 -12
leaf_value=-0.00053600330257350592 -0.0034253298516881778 0.0041598627885256938 0.00055207013533351999 -0.00062120857960565345 -0.00039696792731974223 0.0061230667632624757 -0.0034423481783351405 0.0016690238532805696 0.0023422760883314146 -0.0042786856038533804 0.0072385837246425246
leaf_weight=5216.8229260444641 306.39583480358124 201.50040078163147 847.14010119438171 362.74287796020508 252.28299939632416 289.75870072841644 95.935175061225891 1260.8388826847076 305.84782028198242 386.04048562049866 34.693479061126709
leaf_count=2735 179 36 367 157 106 67 46 675 130 275 7
internal_value=0 0.000583722 -0.00050459 0.00162792 0.00259974 0.00388709 0.00170751 -0.00019092 0.000714877 -0.000940857 -0.00332748
internal_weight=0 2355.76 1153.54 1202.22 839.477 587.194 297.436 7204.24 1987.42 726.582 420.734
internal_count=4780 958 546 412 255 149 82 3822 1087 412 282
is_linear=0
shrinkage=0.06


Tree=175
num_leaves=12
num_cat=0
split_feature=26 29 5 87 45 138 4 113 103 62 60
split_gain=0.276589 0.802001 0.638869 0.807702 0.527957 0.525185 0.510103 0.475142 0.430596 0.409549 0.89516
threshold=0.0016846025246195497 0.027182282879948619 0.00038414125447161501 0.0030382014811038975 0.00064626874518580746 0.070576477795839324 0.00046126570669002836 0.00050559637020342063 0.00060774214216507982 0.00040826165059115743 0.079227816313505187
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 -4 9 -2 -7 -5 -1 -11
right_child=1 -3 3 8 -6 7 -8 -9 -10 10 -12
leaf_value=-0.00014162958590716775 0.00063913363478655162 -0.0092164289862277163 0.0037024896362731837 0.006807903833193114 -0.0041671178530013403 -0.010018006902214157 -0.0050699028489004953 -0.00098531492254247009 0.00050870456734127597 0.00058146709264746284 0.008097897015550656
leaf_weight=6161.0363810062408 89.368378877639771 42.1829993724823 42.464031577110291 91.775891542434692 109.9914915561676 34.412446856498718 152.26816833019257 53.471143484115601 67.99584698677063 2656.8404126167297 58.192491412162781
leaf_count=2955 32 38 14 18 91 31 121 32 37 1399 12
internal_value=0 -0.00125146 -0.000643287 0.00114928 -0.00197418 8.32035e-05 -0.00295905 -0.0045296 0.00412908 0.000128926 0.000742862
internal_weight=0 596.047 553.864 312.227 152.456 8963.95 241.637 87.8836 159.772 8876.07 2715.03
internal_count=4780 351 313 160 105 4429 153 63 55 4366 1411
is_linear=0
shrinkage=0.06


Tree=176
num_leaves=12
num_cat=0
split_feature=22 38 81 87 113 92 40 129 71 8 86
split_gain=0.272491 0.740217 0.785779 1.22473 1.01255 0.984572 0.873447 0.782259 0.754658 0.73125 0.730945
threshold=0.00099512818269431613 0.0060143163427710542 0.0072436286136507997 0.0030382014811038975 0.0070226341485977182 0.055838862434029586 0.059226244688034065 0.00017767510871635753 0.001792412775103003 0.0021592099219560628 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 8 6 9 -5 -4 -2 -7
right_child=1 -3 3 7 -6 10 -8 -9 -10 -11 -12
leaf_value=0.00014707707091420757 -0.0012653208788519488 0.0051297825551414851 -0.00022903321806299812 -0.0047879161256155168 0.0051934756044242749 -0.0039986903519947129 0.0049199199117930682 0.0029562138404118699 -0.007870870403362519 -0.005279696938735692 0.0056728854460333213
leaf_weight=7895.0639703273773 277.72113740444183 74.843675374984741 75.953754305839539 52.361064553260803 43.574110507965088 41.166597843170166 45.887945771217346 448.23300552368164 119.98220193386078 396.86024272441864 88.351977348327637
leaf_count=3935 137 27 28 31 15 29 9 137 100 309 23
internal_value=0 -0.000697556 -0.000972147 0.000457224 -0.00307061 -0.00221664 -0.00308243 0.0021454 -0.00491017 -0.00362743 0.00259813
internal_weight=0 1664.94 1590.09 740.104 239.51 849.988 720.469 500.594 195.936 674.581 129.519
internal_count=4780 845 818 311 143 507 455 168 128 446 52
is_linear=0
shrinkage=0.06


Tree=177
num_leaves=12
num_cat=0
split_feature=64 74 129 13 145 0 134 80 10 51 100
split_gain=0.265369 0.567653 0.432414 0.457692 0.356245 0.785681 0.742093 0.772638 0.611979 1.11364 1.20905
threshold=0.0016846025246195497 0.013860232196748258 0.039062514901161201 0.011519505176693203 0.021960759535431865 0.00017767510871635753 0.00062670491752214741 0.011880517937242987 0.037906534969806678 0.00017767510871635753 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 8 -6 7 -7 -1 -10 -11
right_child=2 -3 -4 -5 5 6 -8 -9 9 10 -12
leaf_value=-4.7912950506712758e-05 -0.0077928427035301381 0.0035524670631864206 0.0013054130074178143 -0.00055062240298109008 0.0035471324059597295 -0.0027592747756523071 0.003780944143609024 -0.012338519576272366 -0.0046091906455209553 0.0067429014601274127 0.00024496252741179603
leaf_weight=8195.2677185535431 65.494656920433044 163.28933012485504 80.487747430801392 60.318971872329712 89.274701476097107 329.23910534381866 55.878656148910522 33.302367925643921 74.468965768814087 197.79545438289642 215.18200767040253
leaf_count=4068 59 42 24 22 40 240 18 30 59 65 113
internal_value=0 4.69325e-05 -0.00212807 -0.00432389 -1.53896e-05 -0.00156007 -0.00265034 -0.00364237 7.49479e-05 0.00214015 0.00335803
internal_weight=0 9353.7 206.301 125.814 9190.41 507.695 418.42 362.541 8682.71 487.446 412.977
internal_count=4780 4675 105 81 4633 328 288 270 4305 237 178
is_linear=0
shrinkage=0.06


Tree=178
num_leaves=12
num_cat=0
split_feature=17 95 70 17 108 91 92 68 91 80 51
split_gain=0.273161 1.20394 0.34935 0.833171 0.840337 1.21724 1.21879 0.855595 0.98954 1.29864 1.12821
threshold=0.19438949227333072 0.00899649551138282 0.0012357163941487672 0.019431582652032379 0.0044099434744566688 0.0066005610860884198 0.0092791137285530585 0.00017767510871635753 0.00040826165059115743 0.0036604277556762104 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 -9 -10 -11
right_child=1 -3 -4 -5 5 -7 -8 8 9 10 -12
leaf_value=0.00043240341096405937 -0.0065812598857348586 0.0064595339478359659 0.00046483190523495391 -0.003180533094258003 0.0054922567227807806 -0.0085998462941507745 -0.0048093944958098322 -0.0036882872794084458 -0.0022050211262218569 -0.0030808215380993009 0.003762567394244372
leaf_weight=3525.5685002803802 87.789912939071655 35.803557991981506 3972.5415499210358 333.41243875026703 90.572135210037231 76.595446228981018 236.82152187824249 278.17547452449799 395.48318147659302 109.34979963302612 417.88616478443146
leaf_count=1551 71 8 2083 171 25 69 181 194 235 50 142
internal_value=0 -0.00280133 3.66902e-05 -0.000274596 -8.56897e-05 -0.00122378 -0.000853564 -0.000127851 -0.000552145 0.000393616 0.00234292
internal_weight=0 123.593 9436.41 5463.86 5130.45 1604.88 1528.29 1291.47 1200.89 922.719 527.236
internal_count=4780 79 4701 2618 2447 896 827 646 621 427 192
is_linear=0
shrinkage=0.06


Tree=179
num_leaves=12
num_cat=0
split_feature=1 59 8 44 70 117 20 92 78 102 54
split_gain=0.258427 0.723925 0.739187 0.469509 0.292866 0.659878 1.11909 0.876585 1.42658 1.0739 1.05609
threshold=0.091400381177663817 0.0044099434744566688 0.00087947337306104611 0.0044099434744566688 0.0012357163941487672 0.0027679565828293566 0.0016846025246195497 0.088838413357734694 0.0092791137285530585 0.00017767510871635753 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 6 -1 8 -7 -10 -9
right_child=1 3 -4 -5 -6 7 -8 10 9 -11 -12
leaf_value=0.00087172203553787279 0.0027757751135173785 0.00092543252651530218 -0.0072956645670685747 0.0071546520187956509 0.00033893116784601118 -0.00040202991981025708 -0.0029452525014561038 0.0056992140477673345 0.00096662403885264107 -0.0046242693121903988 -0.0014284416559463672
leaf_weight=2142.3258531093597 53.658498287200928 83.817984223365784 51.157308220863342 90.665812611579895 3932.1103214025497 1825.349143743515 317.40294671058655 148.76462662220001 155.14406800270081 609.18040060997009 150.42272007465363
leaf_count=887 16 27 38 17 2087 941 197 37 67 379 87
internal_value=0 0.00179787 -0.00214205 0.00416452 -5.41633e-05 -0.000343155 0.000379081 -0.000958096 -0.00131336 -0.00348944 0.00211636
internal_weight=0 279.3 104.816 174.484 9280.7 5348.59 2459.73 2888.86 2589.67 764.324 299.187
internal_count=4780 98 54 44 4682 2595 1084 1511 1387 446 124
is_linear=0
shrinkage=0.06


Tree=180
num_leaves=12
num_cat=0
split_feature=75 7 11 35 38 67 89 129 58 46 24
split_gain=0.271088 0.688656 0.38246 0.739866 0.974954 0.942975 0.645807 0.640315 1.14113 1.86281 1.01006
threshold=0.054214311763644225 0.032603342086076743 0.0012357163941487672 0.011169348377734424 0.0013986918493174019 0.0054799309000372895 0.00075379351619631063 0.0063990866765379914 0.044033329933881767 0.0033348383149132137 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 5 -5 -6 8 10 -10 -4
right_child=1 -3 3 4 6 -7 -8 -9 9 -11 -12
leaf_value=0.0005765443056469457 -0.006865497952410534 0.00043022080612410506 0.001264845099001615 -0.0062200640447017648 0.0028448492737754658 -5.4185803155037862e-05 -0.0040373644246651554 0.0010858556762903633 -0.0063645042821847955 0.0068056313110106204 -0.0011269164374036393
leaf_weight=3220.4279495477676 72.248807907104492 130.72233152389526 802.17487955093384 251.25254797935486 168.74604737758636 138.49288403987885 69.105925917625427 1426.3764704465866 49.953551888465881 169.94980370998383 3060.5484837293625
leaf_count=1648 57 45 375 194 55 52 38 525 45 48 1698
internal_value=0 -0.00216884 4.70344e-05 -0.000230852 -0.00218259 -0.00402965 0.000844423 -8.47032e-06 -0.00039082 0.00381235 -0.000630198
internal_weight=0 202.971 9357.03 6136.6 627.597 389.745 237.852 5509 4082.63 219.903 3862.72
internal_count=4780 102 4678 3030 339 246 93 2691 2166 93 2073
is_linear=0
shrinkage=0.06


Tree=181
num_leaves=12
num_cat=0
split_feature=52 4 53 143 19 13 108 86 25 17 44
split_gain=0.266514 0.892917 1.13522 0.996698 0.922121 0.689815 0.792331 0.85454 0.765961 0.678152 0.600199
threshold=0.00080172589514404546 0.0005375427135732026 0.00050559637020342063 0.0079489401541650313 0.014293605927377941 0.0036604277556762104 0.0013986918493174019 0.00040826165059115743 0.017724351026117805 0.0012357163941487672 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 10 -9 -8
right_child=-2 2 -4 -5 -6 -7 8 9 -10 -11 -12
leaf_value=-0.0032394212164414565 0.00014456042899732037 0.0020896162549501789 -0.0052715710474552221 -0.0068217714414239919 -0.0048741850926383784 -0.004203433924549113 -0.00070908250885956395 -0.0029694793606670025 0.0075876652697790588 0.005294790689890424 0.0034198123656210416
leaf_weight=213.79089653491974 7911.7292041778564 103.8930823802948 274.65788292884827 71.232406377792358 105.55117583274841 84.64703094959259 206.02034401893616 53.471143484115601 98.436365127563477 107.41067397594452 329.15947782993317
leaf_count=136 3853 37 207 48 87 52 129 32 24 24 151
internal_value=0 -0.000694085 -0.00325128 6.85061e-05 0.000478567 0.000995912 0.00143278 -0.000754363 0.002726 0.00254792 0.00183054
internal_weight=0 1648.27 378.551 1269.72 1198.49 1092.94 1008.29 374.673 633.616 160.882 535.18
internal_count=4780 927 244 683 635 548 496 192 304 56 280
is_linear=0
shrinkage=0.06


Tree=182
num_leaves=12
num_cat=0
split_feature=130 58 118 18 106 10 11 75 147 0 44
split_gain=0.271066 0.537187 0.600436 0.352606 0.663809 1.5294 1.84076 1.26174 1.74234 1.04356 1.00362
threshold=0.0014427106943912806 0.0015349716995842757 0.0046923852059990176 0.00047558375808876013 0.0046923852059990176 0.0031340263085439806 0.00070876078098081063 0.00064626874518580746 0.00055427959887310873 0.0087224207818508166 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 -6 8 -7 -9 -10
right_child=1 -3 -4 -5 5 7 -8 9 10 -11 -12
leaf_value=-0.00078163911703564278 -0.010685501433168985 0.00013212430940453458 -0.0016889399372569302 0.00049862427759472556 0.0077774369807073101 -0.0015201957086149846 0.00047696760594181486 -0.0038696909895378192 -0.0019230405539838716 0.00063023048588483634 0.0055687506175379565
leaf_weight=3311.6558265686035 42.1829993724823 203.15849423408508 72.623517513275146 3841.6599633693695 207.97351956367493 392.98199141025543 308.99070227146149 464.76241230964661 80.206715226173401 308.7096700668335 325.09387171268463
leaf_count=1617 38 86 25 1860 58 257 149 354 48 173 115
internal_value=0 -0.00172224 -0.00500094 5.92264e-05 -0.000253351 0.000584245 0.00341487 -0.00034693 0.00132634 -0.00207382 0.00408606
internal_weight=0 317.965 114.807 9242.03 5400.37 2088.72 516.964 1571.75 798.283 773.472 405.301
internal_count=4780 149 63 4631 2771 1154 207 947 420 527 163
is_linear=0
shrinkage=0.06


Tree=183
num_leaves=12
num_cat=0
split_feature=100 104 125 90 109 58 130 83 138 33 121
split_gain=0.271083 0.915395 0.681979 0.486467 0.457348 1.56153 1.38656 0.902652 0.459697 0.460621 1.31071
threshold=0.034632634371519096 0.0013146653072908523 0.0015833032084628942 0.00046126570669002836 0.037906534969806678 0.001792412775103003 0.00038414125447161501 0.030689206905663017 0.070576477795839324 0.0098710241727530974 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 8 -6 7 -7 9 -1 -11
right_child=1 2 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=0.00023836157541810588 0.0067470269245877923 -0.0026671270078381477 -0.00052775813819320734 0.0071625370560942899 -0.0099463195117755095 -0.0067841088514428776 0.0065720456090150531 0.000420546594411755 -0.0042601084348321602 -0.003055613037973456 0.0010881528919583947
leaf_weight=7581.7406796216965 92.792293071746826 161.14879977703094 59.021538138389587 59.302570343017578 73.35888683795929 103.33101797103882 80.581424832344055 158.56798219680786 88.993669271469116 574.76795375347137 526.39286780357361
leaf_count=3677 27 129 37 13 58 85 16 62 64 348 264
internal_value=0 0.00158701 -0.000128052 0.00332932 -6.43636e-05 -0.00200838 -0.000305674 -0.00242352 2.7816e-05 7.18127e-05 -0.00107483
internal_weight=0 372.265 279.473 118.324 9187.73 415.839 342.48 261.899 8771.9 8682.9 1101.16
internal_count=4780 206 179 50 4574 221 163 147 4353 4289 612
is_linear=0
shrinkage=0.06


Tree=184
num_leaves=12
num_cat=0
split_feature=61 45 149 113 50 21 26 112 35 71 71
split_gain=0.262817 0.852005 0.68327 0.967767 1.00408 0.846325 0.753407 0.639418 0.999734 0.770305 0.723153
threshold=0.00043393640953581786 0.0066005610860884198 0.02129978779703379 0.00080172589514404546 0.010500331409275534 0.0079489401541650313 0.0013560238294303419 0.00062670491752214741 0.0026833302108570938 0.00099512818269431613 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 9 -9 10 -1
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0017179154318045767 0.00015645662406380697 -0.0074109205936155756 0.0076481609680787059 0.0066611195265013981 -0.0043368366074500436 0.0075280156650584205 -0.0083739002040947169 -0.0012321337992221111 0.0056367306254619231 -0.002616317000400202 0.0030785518786585614
leaf_weight=243.40236794948578 7663.4977610111237 64.384577989578247 87.241898417472839 45.794268369674683 85.569755077362061 42.464031577110291 48.843472957611084 185.11619913578033 129.61225259304047 752.76934218406677 211.30375635623932
leaf_count=98 3880 58 22 17 69 14 44 94 44 379 61
internal_value=0 -0.000632416 -0.000393813 0.00275336 -0.000500734 -0.000820351 -0.00104646 -0.000810812 0.00159751 -0.00143862 0.000511209
internal_weight=0 1896.5 1832.12 218.606 131.364 1613.51 1571.05 1522.2 314.728 1207.48 454.706
internal_count=4780 900 842 108 86 734 720 676 138 538 159
is_linear=0
shrinkage=0.06


Tree=185
num_leaves=12
num_cat=0
split_feature=12 73 37 49 70 20 119 74 74 143 20
split_gain=0.242679 0.924477 0.694578 0.550987 1.88792 1.27202 1.10158 0.567043 1.11249 0.717935 0.764994
threshold=0.024810968898236755 0.010829726699739696 0.00099512818269431613 0.0010585968848317864 0.0041444667149335155 0.0014881226234138014 0.00087947337306104611 0.00073092587990686308 0.0005893622583243997 0.0011261500185355546 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 -5 -6 -7 8 -1 -9 -11
right_child=1 2 -4 4 5 6 -8 9 -10 10 -12
leaf_value=-5.0035180819784023e-05 0.0042932726953765878 -0.0016475198722833988 0.0030669699224245475 -0.0053025161797486155 -0.0052200645992510853 0.001424640153456014 0.011510725000784181 -0.0022811307068644733 -0.0054258070187897956 0.0028555686201537788 -0.0010206807162112185
leaf_weight=6830.9760407209396 221.38814413547516 392.71500909328461 157.55158066749573 296.76578414440155 85.476077675819397 226.47015178203583 46.998024702072144 173.82805502414703 141.35473382472992 743.26106870174408 243.21501314640045
leaf_count=3510 62 184 53 235 77 107 10 100 95 233 114
internal_value=0 0.00102008 -0.000297362 -8.96195e-05 -0.00176261 0.00116476 0.0031616 4.52884e-05 -0.000159098 0.00127337 0.00189988
internal_weight=0 771.655 550.267 8788.34 655.71 358.944 273.468 8132.63 6972.33 1160.3 986.476
internal_count=4780 299 237 4481 429 194 117 4052 3605 447 347
is_linear=0
shrinkage=0.06


Tree=186
num_leaves=12
num_cat=0
split_feature=99 65 127 11 12 50 62 129 81 31 123
split_gain=0.252945 0.537718 0.526922 0.469261 0.366041 0.478947 0.371879 0.482269 0.332055 0.401927 0.279294
threshold=0.023343417793512348 0.0026012937305495147 0.0021592099219560628 0.00017767510871635753 0.010180860292166473 0.00899649551138282 0.00040826165059115743 0.000490355829242617 0.010180860292166473 0.0026833302108570938 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -3 5 -2 7 -7 9 -5 -1
right_child=1 3 -4 8 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00018642621640875095 -0.0070557490570358631 0.00076050522943795862 0.00356796241231222 -0.0052344547394252566 0.0036632815728914153 -0.0063870560822112121 0.0030465919985106977 0.00070538692625402586 -0.0082760115949403763 0.00072252269877847363 0.00050299610414120935
leaf_weight=5263.2729362249374 52.173709750175476 90.384780406951904 127.39209473133087 109.89781415462494 50.328261494636536 61.054341197013855 66.979445457458496 79.190313696861267 57.724104404449463 64.759287595748901 3536.8425945043564
leaf_count=2696 47 41 42 99 13 55 28 39 52 26 1642
internal_value=0 -0.00105024 0.000321321 -0.00290726 -0.00101476 -0.00192345 -0.000628495 -0.0023846 -0.00433355 -0.00302658 9.06611e-05
internal_weight=0 759.884 437.118 322.766 309.726 259.398 207.224 140.245 232.381 174.657 8800.12
internal_count=4780 442 224 218 182 169 122 94 177 125 4338
is_linear=0
shrinkage=0.06


Tree=187
num_leaves=12
num_cat=0
split_feature=34 108 108 126 134 33 117 137 116 118 37
split_gain=0.301314 0.803827 0.668013 1.04863 0.956215 0.631646 0.47609 1.322 0.962556 1.07673 1.41751
threshold=0.02636832278221846 0.00093549740267917525 0.0060143163427710542 0.0014881226234138014 0.0020932231564074759 0.057509137317538268 0.0063990866765379914 0.00017767510871635753 0.00070876078098081063 0.00096484774257987748 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 5 -3 -1 8 -8 10 -10
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.00025733185345458377 0.0056414929877902408 -0.0053385066253773131 0.0026343203059078155 -0.0029824585738592382 0.0069834420532756819 0.0040640742836417967 0.00024018621942696711 0.00062151715289503087 -0.0032547449332414658 -0.0049311449108459847 0.0018866934018768042
leaf_weight=5029.6223961114883 117.4013843536377 172.15591168403625 515.94782030582428 155.69208252429962 33.583400130271912 30.159485936164856 613.35373401641846 1595.1880954504013 517.49818646907806 471.61024069786072 307.78694593906403
leaf_count=2340 33 147 198 116 6 11 310 766 353 344 156
internal_value=0 0.000971951 0.000367333 0.00133205 -0.00237877 -0.00393553 -0.000116774 -0.000653535 -0.00171827 -0.00264445 -0.00133727
internal_weight=0 1024.94 907.539 671.64 235.899 202.315 8535.06 3505.44 1910.25 1296.9 825.285
internal_count=4780 511 478 314 164 158 4269 1929 1163 853 509
is_linear=0
shrinkage=0.06


Tree=188
num_leaves=12
num_cat=0
split_feature=98 46 141 24 28 108 135 121 137 81 141
split_gain=0.24878 0.754547 0.770974 0.655602 0.82549 0.572723 0.735338 0.698636 0.515092 1.13648 0.965076
threshold=0.049604203552007682 0.0038949446752667431 0.0049928687512874612 0.001792412775103003 0.00096484774257987748 0.079227816313505187 0.035692447796463973 0.029773407615721229 0.00070876078098081063 0.0021592099219560628 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 8 -8 10 -10 -1
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.00045930412594658536 -0.0019548808663593271 -0.00048621034097662356 0.0048784526974140806 -0.004213971915522711 0.0080806709558716005 -0.0039401663943857612 -0.0069219306721850183 0.0021394510310467161 -0.0039407319908595717 -0.00017795982722147718 -0.0047581514181172218
leaf_weight=5905.8774819374084 209.25690340995789 132.5677797794342 231.472531914711 84.553353548049927 58.192491412162781 136.63338589668274 103.23734056949615 43.480433106422424 332.75669693946838 2191.623663187027 130.34762191772461
leaf_count=2903 140 79 63 60 12 115 93 23 227 988 77
internal_value=0 0.00107557 0.00232701 0.000180859 0.00213003 -8.71315e-05 -2.66259e-05 -0.00423692 4.55818e-05 -0.000674094 0.00034656
internal_weight=0 716.043 506.786 275.314 190.76 8843.96 8707.32 146.718 8560.61 2524.38 6036.23
internal_count=4780 354 214 151 91 4426 4311 116 4195 1215 2980
is_linear=0
shrinkage=0.06


Tree=189
num_leaves=12
num_cat=0
split_feature=17 95 88 94 7 23 33 44 146 20 15
split_gain=0.236645 1.0174 0.252955 0.715884 0.898158 0.826986 1.34296 0.730199 0.921301 1.03624 1.26027
threshold=0.19438949227333072 0.00899649551138282 0.00064626874518580746 0.00017767510871635753 0.00017767510871635753 0.015675474889576439 0.0013146653072908523 0.0051502294372767219 0.0079489401541650313 0.0014881226234138014 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 5 6 -5 8 9 10 -4
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0003619509193499178 -0.006082149619895374 0.0059059116414250865 -0.00013948658405327406 -0.0058225659569618848 -0.00023878085996761458 -0.0072863864902613807 0.0016863573658870664 -0.0031996202673740732 -0.0054479579256628856 -0.0036817081174868619 0.0065589964224941934
leaf_weight=4464.6296981573105 87.789912939071655 35.803557991981506 155.33142280578613 150.04801046848297 3840.0814974308014 121.09228086471558 199.82825744152069 97.967978119850159 48.937150359153748 68.9185711145401 289.57134592533112
leaf_count=2211 71 8 51 119 1899 101 83 64 36 54 83
internal_value=0 -0.00260738 3.41371e-05 -0.000260239 -0.000542109 -0.00301474 -0.00153466 0.00157868 0.00241093 0.00316034 0.00422081
internal_weight=0 123.593 9436.41 4971.78 4311.05 470.969 349.876 660.726 562.758 513.821 444.903
internal_count=4780 79 4701 2490 2202 303 202 288 224 188 134
is_linear=0
shrinkage=0.06


Tree=190
num_leaves=12
num_cat=0
split_feature=141 2 53 137 116 27 117 27 131 99 109
split_gain=0.231491 0.631609 1.34281 1.7388 1.06891 0.80321 0.802338 0.8258 0.821328 0.81649 0.776659
threshold=0.0030382014811038975 0.0018488886416889729 0.0048403022810816774 0.00017767510871635753 0.0010585968848317864 0.00043393640953581786 0.022641776129603389 0.0005375427135732026 0.00070876078098081063 0.00099512818269431613 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 7 8 -2 -8 -3
right_child=1 10 3 4 5 -7 9 -9 -10 -11 -12
leaf_value=0.00026753502045101469 0.0039743485033439429 -0.001530981222411412 -0.0065869314805847802 -0.0078816059139764586 0.0038113497073502642 -0.0011729932719339131 -0.0030954603515304124 -0.0006241136193270993 -0.0039513700795223879 0.0042450219588938722 0.0046961842976816085
leaf_weight=5248.7482327222824 274.85928761959076 116.93299734592438 247.8286337852478 76.689123630523682 132.84881198406219 934.46162712574005 66.792090654373169 1920.2819671630859 56.707702875137329 296.04446470737457 187.80474400520325
leaf_count=2691 94 73 199 61 55 478 44 881 43 105 56
internal_value=0 -0.000325817 -0.000526123 -0.00203159 -0.00104426 -0.00055229 0.000275303 -0.000146638 0.00261803 0.00289328 0.002307
internal_weight=0 4311.25 4006.51 1391.83 1144 1067.31 2614.69 2251.85 331.567 362.837 304.738
internal_count=4780 2089 1960 793 594 533 1167 1018 137 149 129
is_linear=0
shrinkage=0.06


Tree=191
num_leaves=12
num_cat=0
split_feature=34 93 135 56 59 145 8 94 117 113 60
split_gain=0.270826 0.560034 1.07951 0.80495 0.745044 0.707893 0.514648 0.446568 0.435266 0.933328 1.10667
threshold=0.02636832278221846 0.00082683752407319855 0.0020932231564074759 0.00042089859198313212 0.0063990866765379914 0.0053125319536775359 0.0011261500185355546 0.015200819820165636 0.0063990866765379914 0.00042089859198313212 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 5 -4 6 -2 -3 -1 10 -10
right_child=1 2 4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00024698694596294853 0.0091442453303743516 -0.0045433415706705449 -0.0013169989339658296 -0.0029818307050999016 0.0046598151691558832 -0.00049487208086583241 0.0035051440377525853 0.0023756554480796471 -0.0019802904588833077 -0.00015351435712374789 -0.011561786267560596
leaf_weight=5029.6223961114883 81.691503763198853 201.11164128780365 135.80433917045593 82.333195686340332 167.72964584827423 112.58635902404785 203.43952643871307 40.243873715400696 610.85254395008087 2847.9613435268402 46.623315095901489
leaf_count=2340 17 165 90 58 46 61 62 12 332 1555 42
internal_value=0 0.000921456 -0.000394982 0.00241547 0.00198617 0.00353326 0.00512341 -0.00338915 -0.00011072 -0.000623952 -0.00266139
internal_weight=0 1024.94 544.89 480.051 303.534 397.717 285.131 241.356 8535.06 3505.44 657.476
internal_count=4780 511 313 198 136 140 79 177 4269 1929 374
is_linear=0
shrinkage=0.06


Tree=192
num_leaves=12
num_cat=0
split_feature=86 25 62 24 64 132 76 142 146 128 47
split_gain=0.252508 0.828225 0.701376 1.02032 0.837226 0.945607 0.774828 1.26976 0.770425 0.853014 0.670264
threshold=0.00017767510871635753 0.072653736919164671 0.00037263428384903824 0.011519505176693203 0.00017767510871635753 0.00090704852482303988 0.0005375427135732026 0.013439828064292671 0.0012745757703669371 0.0022272822679951791 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 10 -1 8 9 -8 -4
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00031058859713691114 0.00031444359784929874 -0.0053588754038749907 -0.00071862462668982878 -0.0042995674960783423 0.0080878685738920084 -0.0043300725587487468 -0.0035233453772724813 -0.013270551794148369 -0.0055071287293341677 0.0040727857004249062 0.0026620130940993884
leaf_weight=3053.4477229118347 4685.8445373773575 113.79011535644531 296.49880182743073 119.05947780609131 65.963043928146362 103.33101797103882 106.56757736206055 39.962841510772705 136.53970849514008 106.11324024200439 732.88159883022308
leaf_count=1538 2192 54 162 83 19 85 96 36 123 39 353
internal_value=0 -0.000302392 -0.000181414 0.000995706 0.00152198 0.00113894 -0.000631995 -0.00315295 -0.00199168 0.00026674 0.00168829
internal_weight=0 4874.16 4760.37 1317.73 1198.67 1132.71 3442.63 389.183 349.221 212.681 1029.38
internal_count=4780 2588 2534 702 619 600 1832 294 258 135 515
is_linear=0
shrinkage=0.06


Tree=193
num_leaves=12
num_cat=0
split_feature=112 87 54 80 150 136 53 38 91 26 17
split_gain=0.260578 1.30052 1.19673 0.773913 0.661686 0.598551 0.679239 0.658808 0.501074 0.492536 0.416792
threshold=0.0033348383149132137 0.0022975050378590827 0.0014881226234138014 0.029773407615721229 0.0036604277556762104 0.00057154725072905432 0.0095705352723598498 0.00093549740267917525 0.00075379351619631063 0.00046126570669002836 0.19438949227333072
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 5 -4 6 -2 8 -8 -6 -1
right_child=1 2 4 -5 9 -7 7 -9 -10 -11 -12
leaf_value=-5.8491970616939896e-05 -0.00084314600699353327 -0.00461994008971554 0.0085323942640037464 -0.0083574992820701285 -0.0025990927546996985 -0.0035880564365733652 0.0041641707756551417 0.0075593823705394879 -0.0057521895741046445 0.0046374527364760167 -0.0037347612634516143
leaf_weight=8453.5694996118546 285.0233029127121 52.26738715171814 126.28201580047607 44.403157234191895 44.496834635734558 138.947221159935 42.370354175567627 87.241898417472839 32.192288994789124 140.8067193031311 112.39900422096252
leaf_count=4139 184 39 41 40 32 109 22 22 29 46 77
internal_value=0 0.000919448 0.00377506 -0.000729665 0.00518432 -0.000150129 0.000919506 0.00402307 -0.00011917 0.00289928 -0.000106773
internal_weight=0 994.031 363.853 630.178 311.586 585.775 446.828 161.805 74.5626 185.304 8565.97
internal_count=4780 564 158 406 119 366 257 73 51 78 4216
is_linear=0
shrinkage=0.06


Tree=194
num_leaves=12
num_cat=0
split_feature=58 37 122 54 130 31 40 24 102 70 95
split_gain=0.233508 0.84597 0.778538 0.932162 0.705961 0.676895 0.622253 1.40609 1.31002 0.957399 0.892884
threshold=0.0045489775948226461 0.02129978779703379 0.0019672545604407792 0.0053125319536775359 0.0014427106943912806 0.01884530205279589 0.0027679565828293566 0.0026012937305495147 0.0022272822679951791 0.0005375427135732026 0.014740333426743748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 6 7 8 -2 -9 -8
right_child=1 -3 3 -5 -6 -7 10 9 -10 -11 -12
leaf_value=0.00032958902720214129 0.00039787440885827671 -0.0066418718407175907 -0.0062601476456767974 0.00069843161662827547 -0.0031837188806056243 -0.0050531557865079874 -0.0013963698853421485 0.0043852231067137122 -0.0060324395612725091 0.00072788416569107949 0.0042695608219863977
leaf_weight=6123.2140698432922 384.38239216804504 76.595446228981018 161.05512237548828 121.56066787242889 212.96184980869293 91.120149731636047 1052.7716857194901 438.05494034290314 162.07152390480042 625.65827965736389 110.55355596542358
leaf_count=2832 225 69 137 61 111 74 625 144 146 313 43
internal_value=0 -0.000415772 -0.000264039 -0.00326789 0.000211457 3.24174e-05 0.000199675 0.00096355 -0.00151003 0.00223431 -0.000857602
internal_weight=0 3223.82 3147.23 282.616 6336.18 2864.61 2773.49 1610.17 546.454 1063.71 1163.33
internal_count=4780 1837 1768 198 2943 1570 1496 828 371 457 668
is_linear=0
shrinkage=0.06


Tree=195
num_leaves=12
num_cat=0
split_feature=34 86 108 47 105 35 50 39 86 58 150
split_gain=0.236478 0.625953 0.647232 0.575572 0.536339 0.654301 0.579831 0.779406 0.482348 0.954874 0.972641
threshold=0.02636832278221846 0.0015833032084628942 0.00093549740267917525 0.019431582652032379 0.0032328735105693345 0.0033348383149132137 0.012636432424187662 0.0031340263085439806 0.00017767510871635753 0.044033329933881767 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 6 -6 7 -4 -1 10 -10
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00055303232232994308 0.005524987183269426 -0.0046143322034157257 0.0034388322113055349 -0.0017670626490342298 0.0057110026071798452 0.00049943904620668503 -0.0070402994340259088 -0.0042696675797618527 0.00066586697915541103 0.0056315604053375707 -0.0016068679526364915
leaf_weight=4281.7055571079254 112.96106863021851 69.934972643852234 139.60296297073364 243.76302766799927 181.14427042007446 166.33853471279144 39.962841510772705 71.232406377792358 3279.3042825460434 119.62154221534729 854.42821681499481
leaf_count=2313 29 63 53 163 50 69 36 48 1410 35 511
internal_value=0 0.000861022 0.00126242 0.000690008 0.00169124 0.00321711 -0.000423299 0.000833665 -0.000103481 0.00034907 0.000196073
internal_weight=0 1024.94 955.005 842.044 598.281 347.483 250.798 210.835 8535.06 4253.35 4133.73
internal_count=4780 511 448 419 256 119 137 101 4269 1956 1921
is_linear=0
shrinkage=0.06


Tree=196
num_leaves=12
num_cat=0
split_feature=1 92 27 140 5 105 97 17 52 141 39
split_gain=0.22686 0.643969 0.825044 0.521767 1.16372 0.659118 0.692463 0.519499 0.390706 0.963634 1.24346
threshold=0.091400381177663817 0.0049928687512874612 0.0053125319536775359 0.13119348138570788 0.0026833302108570938 0.00052132029668428015 0.00043393640953581786 0.000490355829242617 0.020658296532928947 0.0005893622583243997 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 8 5 6 -5 -2 -1 -10 -11
right_child=1 2 -4 4 -6 -7 -8 -9 9 10 -12
leaf_value=-0.00010573337261166124 -0.000639347081771174 -0.0085750370805796738 0.002680311805448761 -0.007096686738242524 0.0038734359007919507 -0.011737087119454816 0.003336196988873265 0.0060557363565169522 0.0069101209223156991 -0.0053380118490005046 0.0015933320177513386
leaf_weight=8270.0832941532135 63.649208664894104 42.1829993724823 52.54841935634613 60.037939667701721 61.522728204727173 47.733394026756287 36.913636922836304 120.91897594928741 96.216207265853882 110.27252376079559 597.92035627365112
leaf_count=4289 25 38 15 46 15 43 9 20 22 67 191
internal_value=0 0.00168446 -0.00233535 -5.07748e-05 -0.00303444 -0.00597244 -0.00312509 0.00374781 1.70583e-05 0.00127933 0.000513453
internal_weight=0 279.3 94.7314 9280.7 206.208 144.685 96.9516 184.568 9074.49 804.409 708.193
internal_count=4780 98 53 4682 113 98 55 45 4569 280 258
is_linear=0
shrinkage=0.06


Tree=197
num_leaves=12
num_cat=0
split_feature=59 85 30 114 104 33 73 108 58 28 92
split_gain=0.220185 1.16186 1.01479 0.8145 0.639181 0.633871 1.08484 1.03381 0.823438 0.823043 0.80563
threshold=0.0030382014811038975 0.0016331639490090313 0.0095705352723598498 0.00068727668258361529 0.0049928687512874612 0.0027679565828293566 0.0053125319536775359 0.0019672545604407792 0.0053125319536775359 0.001792412775103003 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 7 -5 10 -8 -9
right_child=-2 2 -4 5 -6 -7 9 8 -10 -11 -12
leaf_value=4.4110323757581728e-05 -0.00026696936178469165 -0.0046173805860772162 0.00040316591242301668 0.0002886493222498752 -0.00054601704649452556 -0.00026310926716786225 -0.0024572023844621291 0.0090973324957318979 0.001020124639755552 0.0032328620764580911 0.0037422903322385753
leaf_weight=1756.3228453397751 5142.0214003324509 362.72882807254791 632.59978544712067 194.18418538570404 224.89168584346771 347.65611004829407 208.24050188064575 224.81205832958221 119.24683260917664 163.10197532176971 184.19347500801086
leaf_count=992 2417 254 295 86 146 200 131 57 67 58 77
internal_value=0 0.000310582 -0.00126449 0.000911629 -0.00305956 0.00196859 0.00267789 0.00403247 0.00540838 4.21995e-05 0.00668722
internal_weight=0 4417.98 1220.22 3197.76 587.621 1441.44 1093.78 722.437 528.252 371.342 409.006
internal_count=4780 2363 695 1668 400 676 476 287 201 189 134
is_linear=0
shrinkage=0.06


Tree=198
num_leaves=12
num_cat=0
split_feature=70 82 5 141 59 129 94 73 145 96 27
split_gain=0.230934 0.568001 0.613649 1.26632 1.07505 0.557828 0.977129 1.32919 0.808741 1.34795 1.06526
threshold=0.0012357163941487672 0.0038949446752667431 0.014740333426743748 0.0010263677686452868 0.0056525857653468856 0.00017767510871635753 0.00017767510871635753 0.00017767510871635753 0.010500331409275534 0.0013986918493174019 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 -7 -8 10 -10 -9
right_child=-2 2 4 -5 -6 6 7 8 9 -11 -12
leaf_value=-0.00088551164151937133 0.00034717948488711324 0.00035972643127089616 -0.0032068553945100403 -0.0062196332505509407 0.0059284008505851339 0.0025886652092135961 0.0039652925786244977 -0.0080684022493932393 -0.0022091539279466919 0.0051890227457979431 -0.00074904994633636583
leaf_weight=1782.6977573633194 4005.8439178466797 192.69939684867859 103.42469537258148 232.10017395019531 83.911661624908447 614.66521763801575 262.55474197864532 74.375288367271423 153.75295686721802 209.17727589607239 1844.7965998649597
leaf_count=943 2113 117 77 201 19 198 91 67 90 51 813
internal_value=0 -0.000250492 -0.00197437 -0.00323569 0.000885986 -3.69316e-05 0.000441906 -7.67278e-05 -0.000541914 0.00205509 -0.00103311
internal_weight=0 5554.16 612.136 424.8 187.336 4942.02 3159.32 2544.66 2282.1 362.93 1919.17
internal_count=4780 2667 414 318 96 2253 1310 1112 1021 141 880
is_linear=0
shrinkage=0.06


Tree=199
num_leaves=12
num_cat=0
split_feature=112 80 122 87 8 8 17 60 93 1 138
split_gain=0.257461 1.21693 0.973979 0.990445 0.682698 0.758786 0.58069 0.467419 0.627466 0.46101 0.424987
threshold=0.0033348383149132137 0.029773407615721229 0.0060143163427710542 0.0022975050378590827 0.012252715881913902 0.0035485138650983576 0.040252277627587325 0.025578102096915249 0.0017376682371832433 0.0016331639490090313 0.070576477795839324
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 6 5 9 7 8 -2 -5 -1
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-6.3624411055529647e-05 0.0056354618400499832 -0.0077107359228434057 0.0085792549470708277 0.00061466397997839226 0.0094621390351456707 -0.0031719780374101971 0.007031336808308258 0.0047633663040852516 -0.0022811270441382499 0.006676014713263359 -0.0043085806587555148
leaf_weight=8480.3050713539124 39.133794784545898 55.503946542739868 63.742886066436768 75.766399502754211 58.192491412162781 67.808492183685303 33.583400130271912 44.777866840362549 443.67091262340546 111.85098969936371 85.663432478904724
leaf_count=4155 11 50 17 44 12 53 6 8 335 28 61
internal_value=0 0.000913939 0.00142476 0.000902517 0.00360255 0.00226441 -0.000606821 -0.00109427 -0.00163841 0.00422986 -0.000106126
internal_weight=0 994.031 938.527 874.784 313.618 255.426 561.166 527.583 482.805 187.617 8565.97
internal_count=4780 564 514 497 137 125 360 354 346 72 4216
is_linear=0
shrinkage=0.06


Tree=200
num_leaves=12
num_cat=0
split_feature=53 2 111 28 14 40 116 28 32 19 19
split_gain=0.246113 0.877906 0.844356 0.832454 0.939521 0.865717 1.27675 0.761093 0.772743 0.953262 0.968071
threshold=0.0081988852471113222 0.00017767510871635753 0.00090704852482303988 0.00046126570669002836 0.00017767510871635753 0.00747153488919139 0.0010585968848317864 0.0045489775948226461 0.0015833032084628942 0.0016846025246195497 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -3 6 -5 8 9 -2 -11
right_child=1 3 -4 5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00020506461375072922 -0.00031677450294824878 0.00026495401454962184 0.0074199066667176303 -0.0043194690835879701 -0.0064326715095965343 -0.0036340467448925649 0.0036352696498154853 -0.0060910431351806106 0.001009886844908859 -0.005796938703761299 -0.00080086288895671624
leaf_weight=6575.4845817089081 629.08219385147095 306.39583480358124 39.133794784545898 82.426873087882996 99.907103776931763 87.977267742156982 606.8009877204895 119.98220193386078 439.61935639381409 332.47566473484039 240.71382308006287
leaf_count=3199 308 179 11 50 90 55 199 100 202 251 136
internal_value=0 -0.000451898 -0.00128606 0.000817495 -0.00138312 0.00196795 0.00268345 -0.00147985 -0.00114253 -0.00192959 -0.00369932
internal_weight=0 2984.52 1801.01 1183.51 406.303 777.205 689.228 1761.87 1641.89 1202.27 573.189
internal_count=4780 1581 1008 573 269 304 249 997 897 695 387
is_linear=0
shrinkage=0.06


Tree=201
num_leaves=12
num_cat=0
split_feature=61 59 21 107 100 37 143 61 142 80 84
split_gain=0.212558 0.420711 0.419025 0.239282 0.38921 0.351661 0.330622 0.307941 0.791132 0.761442 0.667121
threshold=0.025578102096915249 0.0030382014811038975 0.0049928687512874612 0.029773407615721229 0.0013986918493174019 0.00044738779251929378 0.0034400182776153092 0.0048403022810816774 0.0020932231564074759 0.0010585968848317864 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 6 -6 -5 -1 9 -9 -11
right_child=1 -3 -4 4 5 -7 -8 8 -10 10 -12
leaf_value=-8.8426835412155344e-05 -0.0029551500103821605 -0.0072172513373987297 0.0047496734269270036 -0.0013584953720671088 -0.0024183631522097264 0.0023279722773692987 -0.00881757962959555 0.0012357082061494227 -8.1456436789169206e-05 0.009549832787991621 0.002048544059403305
leaf_weight=7170.1402788162231 72.342485308647156 43.293078303337097 39.040117383003235 43.386755704879761 125.53259658813477 101.57924711704254 42.1829993724823 457.38061928749084 1294.1553004980087 88.351977348327637 82.614227890968323
leaf_count=3573 49 39 19 31 105 43 38 218 608 23 34
internal_value=0 -0.00220548 -0.000252736 3.62516e-05 -0.00159546 -0.000295402 -0.00504157 9.23804e-05 0.000766686 0.00251327 0.00592838
internal_weight=0 154.676 111.383 9405.32 312.682 227.112 85.5698 9092.64 1922.5 628.347 170.966
internal_count=4780 107 68 4673 217 148 69 4456 883 275 57
is_linear=0
shrinkage=0.06


Tree=202
num_leaves=12
num_cat=0
split_feature=137 86 72 20 101 33 143 22 54 53 89
split_gain=0.239255 0.633925 1.09528 1.28926 1.03817 0.758714 0.753999 0.730251 0.662285 0.64562 0.845994
threshold=0.0010263677686452868 0.00017767510871635753 0.001792412775103003 0.00017767510871635753 0.0072436286136507997 0.00244467705488205 0.014740333426743748 0.00090704852482303988 0.0005893622583243997 0.00070876078098081063 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 6 -3 -5 -1 -9 10 -4
right_child=-2 2 9 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-4.9913177630904697e-05 -0.00056335397124482138 0.0072764266427631907 0.0043712374664075871 -0.00067335248509414378 -0.0056411644973986159 0.00076272822704484457 0.0053717779550226065 -0.0080601972763682545 -0.0016364146250509896 -0.00032797863829321189 -0.00014894087311883143
leaf_weight=3738.3008456230164 2113.9977655410767 247.29466915130615 275.23399722576141 162.82094311714172 79.096636295318604 87.054543614387512 136.46008098125458 67.714814782142639 391.04286575317383 1935.9823272228241 325.00019431114197
leaf_count=1969 1007 53 62 82 47 38 34 61 231 1073 123
internal_value=0 0.000159895 0.000789114 0.00286708 0.000467943 0.00558119 0.00208386 -0.00032719 -0.00258615 0.000205075 0.00192414
internal_weight=0 7446 3248.94 712.727 378.378 334.349 299.281 4197.06 458.758 2536.22 600.234
internal_count=4780 3773 1512 254 163 91 116 2261 292 1258 185
is_linear=0
shrinkage=0.06


Tree=203
num_leaves=12
num_cat=0
split_feature=11 61 95 135 45 44 19 27 148 30 148
split_gain=0.227479 0.654947 0.689261 0.850442 0.917002 0.905068 1.44633 1.08391 0.967008 0.886218 0.769833
threshold=0.0012357163941487672 0.012636432424187662 0.00066645268816500913 0.00075379351619631063 0.0035485138650983576 0.0020932231564074759 0.0026012937305495147 0.0005375427135732026 0.0079489401541650313 0.00064626874518580746 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 10 9 -7 -4
right_child=-2 -3 3 4 -6 8 -8 -9 -10 -11 -12
leaf_value=-0.00080034610772310036 -0.00021559899565411089 0.0031208905685987695 0.0023263263748427268 0.00086170933745972087 -0.0048151093653384597 -0.0049260780646005519 -0.0052288462621368458 0.00018660483350539328 0.0058995646955858566 0.0039228306621971821 0.010902019340872633
leaf_weight=1466.6718719005585 6197.93596804142 290.30671525001526 85.850787281990051 274.57825541496277 163.27528023719788 70.028650045394897 130.16026711463928 413.90018618106842 302.98597049713135 97.138931393623352 67.166800260543823
leaf_count=820 3061 116 45 118 139 55 93 195 87 39 12
internal_value=0 0.000397342 0.000139851 0.000998968 -0.00125579 0.00184481 0.000472529 0.00178222 0.0038789 0.00021518 0.00609527
internal_weight=0 3362.06 3071.76 1605.09 437.854 1167.23 697.078 566.918 470.154 167.168 153.018
internal_count=4780 1719 1603 783 257 526 345 252 181 94 57
is_linear=0
shrinkage=0.06


Tree=204
num_leaves=12
num_cat=0
split_feature=145 109 32 44 94 63 59 10 133 35 126
split_gain=0.235567 0.7453 0.668525 0.776674 0.403697 0.476853 0.620991 0.473462 0.731331 0.894896 0.822872
threshold=0.033603202551603324 0.0084566329605877417 0.00043393640953581786 0.00057154725072905432 0.055838862434029586 0.0014881226234138014 0.0063990866765379914 0.037906534969806678 0.0042751494329422721 0.0014427106943912806 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 -6 -7 -1 9 -9 -11
right_child=1 -3 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=-0.00012290837435017125 -0.0024231236053746845 -0.0049065169296367206 -0.0055674432275142193 0.0067130334384170121 0.0046330099178172705 -0.0051495305664342505 0.0049131458130487133 0.00013197911691087809 -0.0013957666606787293 0.0091140215717500431 0.0013718016311800878
leaf_weight=8423.8643507957458 56.707702875137329 138.85354375839233 43.293078303337097 81.597826361656189 145.34071242809296 52.361064553260803 38.023715853691101 186.0389232635498 190.57291638851166 118.60514068603516 84.740708351135254
leaf_count=4185 43 117 39 25 42 31 10 111 107 26 44
internal_value=0 -0.00159905 0.000931211 0.002968 5.54466e-05 0.00250603 -0.00091554 -8.73823e-06 0.00164931 0.00313962 0.00588985
internal_weight=0 320.452 181.599 138.306 9239.55 235.725 90.3848 9003.82 579.958 389.385 203.346
internal_count=4780 224 107 68 4556 83 41 4473 288 181 70
is_linear=0
shrinkage=0.06


Tree=205
num_leaves=12
num_cat=0
split_feature=46 117 5 94 107 15 30 92 82 68 145
split_gain=0.216192 0.664342 0.5341 0.337728 0.302023 0.949066 1.03444 0.506993 0.791932 0.954195 1.04559
threshold=0.21471316367387774 0.0063990866765379914 0.00017767510871635753 0.00093549740267917525 0.00046126570669002836 0.0027679565828293566 0.011880517937242987 0.0072436286136507997 0.00047558375808876013 0.0012357163941487672 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -7 -6 9 -9 -11
right_child=1 2 -4 -5 7 6 -8 8 -10 10 -12
leaf_value=-0.00013661157233877495 0.0069891639983285566 -0.007025650484652363 0.0015180229508065311 0.0017802528816712436 0.00038008720830272726 -0.0059599538317631337 0.0041995046826223403 0.0029726317314634643 -0.0015638791472503994 -0.0053856994462118972 0.0016202604621137773
leaf_weight=1167.9810119867325 70.497037053108215 46.623315095901489 60.318971872329712 122.95177900791168 5804.8462493419647 207.95946967601776 43.574110507965088 375.70316541194916 1349.7248246669769 139.04089856147766 170.77885043621063
leaf_count=462 15 42 22 38 2909 155 15 104 844 101 73
internal_value=0 0.00158385 -0.00220982 0.00368113 -5.14211e-05 -0.000856703 -0.00419902 9.43911e-05 -0.000720438 0.000940198 -0.0015246
internal_weight=0 300.391 106.942 193.449 9259.61 1419.51 251.534 7840.09 2035.25 685.523 309.82
internal_count=4780 117 64 53 4663 632 170 4031 1122 278 174
is_linear=0
shrinkage=0.06


Tree=206
num_leaves=12
num_cat=0
split_feature=100 78 104 61 112 80 138 58 50 93 88
split_gain=0.210618 0.815573 0.595174 0.330738 0.301096 1.0415 0.70211 0.668058 0.57493 0.668153 0.548504
threshold=0.034632634371519096 0.0019071503775194289 0.0010918468469753864 0.00087947337306104611 0.0033348383149132137 0.029773407615721229 0.070576477795839324 0.0045489775948226461 0.0063990866765379914 0.0048403022810816774 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 8 7 -1 -6 -10 -9
right_child=1 2 -4 -5 5 -7 -8 10 9 -11 -12
leaf_value=0.00023825281711864588 0.0028485600964618077 0.0084929335746326065 0.0016714370959174042 -0.0034449751634565142 -0.00035675366037691279 -0.007191715456033974 -0.0059262721069618177 -0.000518876126827421 0.0095345061562294373 0.002043612942163567 -0.0028241333013952975
leaf_weight=5679.8101395368576 40.150196313858032 67.166800260543823 146.16975915431976 118.77844560146332 376.33080744743347 53.283788681030273 75.579044699668884 2022.0204693078995 46.998024702072144 478.56579637527466 455.14641153812408
leaf_count=2570 20 12 67 107 242 48 60 1102 10 229 313
internal_value=0 0.00139888 0.00382209 -0.00185425 -5.67159e-05 0.000951607 -0.000173716 -0.000120344 0.00143346 0.00271517 -0.000942533
internal_weight=0 372.265 213.337 158.929 9187.73 955.178 8232.56 8156.98 901.895 525.564 2477.17
internal_count=4780 206 79 127 4574 529 4045 3985 481 239 1415
is_linear=0
shrinkage=0.06


Tree=207
num_leaves=12
num_cat=0
split_feature=64 13 1 30 115 110 30 21 37 116 92
split_gain=0.207343 0.386169 0.328711 0.285917 0.610395 0.638144 0.585575 0.517151 0.546002 0.620486 0.465548
threshold=0.0016846025246195497 0.015441739000380041 0.0079489401541650313 0.0095705352723598498 0.024810968898236755 0.00039601318712811922 0.0044099434744566688 0.00099512818269431613 0.00099512818269431613 0.0014427106943912806 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 -1 8 9 -8 -11
right_child=1 -3 -4 4 5 -7 7 -9 -10 10 -12
leaf_value=7.7361836125606475e-05 -0.0053073143775309081 0.0021504506810801492 0.001061803445109862 0.002469609565353172 -0.0020370113713069314 0.0019184056619810006 -0.0068001945981722789 -0.00039483637074157999 -0.0080029012157049918 -0.002763391070739956 0.0040700988030204594
leaf_weight=7512.6066539287567 105.64485323429108 60.412649273872375 40.243873715400696 510.67845785617828 344.60690546035767 255.70691359043121 69.012248516082764 437.1181663274765 76.595446228981018 85.850787281990051 61.522728204727173
leaf_count=3833 79 14 12 169 173 101 46 224 69 45 15
internal_value=0 -0.00188107 -0.00355085 4.14903e-05 0.00094501 -0.000352141 -8.03004e-05 -0.00170241 -0.00365246 -0.00210952 9.01515e-05
internal_weight=0 206.301 145.889 9353.7 1110.99 600.314 8242.71 730.099 292.981 216.386 147.374
internal_count=4780 105 91 4675 443 274 4232 399 175 106 60
is_linear=0
shrinkage=0.06


Tree=208
num_leaves=12
num_cat=0
split_feature=107 93 61 144 150 134 17 125 110 27 101
split_gain=0.208862 0.882194 1.36962 0.778616 0.893733 0.769571 0.740009 0.725022 0.830307 0.721632 0.710485
threshold=0.0016331639490090313 0.010829726699739696 0.00017767510871635753 0.016668972559273246 0.00099512818269431613 0.00077738583786413084 0.02636832278221846 0.0013986918493174019 0.024066280573606495 0.00064626874518580746 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 7 6 -1 8 9 -2 -5
right_child=3 2 -4 10 -6 -7 -8 -9 -10 -11 -12
leaf_value=8.6238385670637119e-05 0.00050428829291458037 -0.0035632709838248279 0.0051405534130031941 -0.00057986546732728802 -0.0001000080475583095 0.0040191151331615159 -0.003440828403216971 -0.0043821927825270831 0.0052830125469871059 -0.0049798284531532922 0.0048306716665399351
leaf_weight=3407.1507143974304 200.84465897083282 84.553353548049927 281.70711600780487 155.05039060115814 4270.9654275178909 167.82332324981689 228.40927743911743 341.73100578784943 70.309682250022888 151.43912160396576 200.01561224460602
leaf_count=1509 92 60 84 75 2368 38 133 227 31 96 67
internal_value=0 0.00031884 0.0031308 -0.000246679 -0.000438186 4.79765e-05 -0.000135443 -0.00232763 -0.000665564 -0.00185396 0.0024685
internal_weight=0 4169.64 366.26 5390.36 5035.29 3803.38 3635.56 764.324 422.593 352.284 355.066
internal_count=4780 1824 144 2956 2814 1680 1642 446 219 188 142
is_linear=0
shrinkage=0.06


Tree=209
num_leaves=12
num_cat=0
split_feature=11 65 78 127 60 101 146 84 78 29 98
split_gain=0.216748 0.560188 0.562665 0.538591 0.670912 0.977327 0.752225 1.04731 0.881996 0.750332 0.642673
threshold=0.0012357163941487672 0.0084566329605877417 0.0022272822679951791 0.00044738779251929378 0.018276390619575981 0.018276390619575981 0.0041444667149335155 0.0011261500185355546 0.016668972559273246 0.0068083447404205808 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 9 8 10 -1 -8
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00074619907096282233 -0.00021043662898290018 0.00040977427321619257 -0.0049752782304871394 -0.00049045833478525121 -0.0056610107282484409 0.0075659219887360026 -0.0041572655324906005 -0.0028920667399139201 0.0060821772120767427 0.0028589715498609281 0.0026547736118083948
leaf_weight=877.00450503826141 6197.93596804142 145.05968022346497 134.60058283805847 1039.7317707538605 50.140906691551208 87.241898417472839 59.021538138389587 109.06876742839813 269.58992516994476 272.26442015171051 318.33972072601318
leaf_count=499 3061 66 97 589 29 22 37 74 65 124 117
internal_value=0 0.000387873 -0.00218291 0.000621177 0.001187 0.0013596 0.00107504 0.00254481 0.00346171 0.000108048 0.00158851
internal_weight=0 3362.06 279.66 3082.4 2042.67 1992.53 1905.29 756.02 646.951 1149.27 377.361
internal_count=4780 1719 163 1556 967 938 916 293 219 623 154
is_linear=0
shrinkage=0.06


Tree=210
num_leaves=12
num_cat=0
split_feature=26 143 77 100 86 146 87 89 26 26 26
split_gain=0.209486 0.609852 0.536681 0.348713 0.40178 0.43319 0.397845 0.286529 0.487567 0.307753 0.411215
threshold=0.0016846025246195497 0.013032016810029747 0.00017767510871635753 0.0033348383149132137 0.0079489401541650313 0.0036604277556762104 0.0030382014811038975 0.034125410020351417 0.0014881226234138014 0.0013560238294303419 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -4 -5 8 9 10 -1
right_child=1 -3 3 6 -6 -7 -8 -9 -10 -11 -12
leaf_value=-8.6640958675187731e-06 -0.003900919641465733 -0.0065469375657046169 0.0018088974247120844 -0.00074136485659527637 0.0029526982080848633 -0.0069469640069114097 0.0038723900641713443 -0.0040519792929847786 0.0041845851257701246 -0.0046879343390894253 0.0020170644290868011
leaf_weight=8374.0981537103653 122.20235979557037 65.494656920433044 30.159485936164856 119.24683260917664 42.557708978652954 62.164420127868652 154.22134387493134 60.131617069244385 103.8930823802948 48.937150359153748 376.89287185668945
leaf_count=4124 102 59 11 67 6 56 50 38 37 36 194
internal_value=0 -0.00108913 -0.000414275 0.000629835 -0.00186586 -0.00408782 0.00186101 7.24105e-05 0.00010031 5.20431e-05 7.86032e-05
internal_weight=0 596.047 530.552 408.35 134.882 92.3239 273.468 8963.95 8903.82 8799.93 8750.99
internal_count=4780 351 292 190 73 67 117 4429 4391 4354 4318
is_linear=0
shrinkage=0.06


Tree=211
num_leaves=12
num_cat=0
split_feature=55 8 123 74 9 74 114 35 49 93 89
split_gain=0.210127 0.706547 0.703806 0.690549 0.790852 0.66994 0.791873 0.666167 0.561015 0.56291 0.54289
threshold=0.00075379351619631063 0.0060143163427710542 0.0036604277556762104 0.00073092587990686308 0.0013560238294303419 0.0005375427135732026 0.0025217677466571335 0.020035739988088611 0.0063990866765379914 0.0028552538715302949 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 -5 8 -7 -2 -1 -10 -3
right_child=1 10 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=-4.6425329342232973e-05 -0.00092648699275482997 -0.0082561899400502518 0.0015674264244447415 0.0022647045447670988 -0.0037598801591099055 -0.0087951090485595112 -0.00098391146492498552 -0.0081121789626650859 0.00010540106539395296 0.0089421037952804733 -0.0014495013520377231
leaf_weight=7139.7793881893158 504.19128918647766 72.155130505561829 469.23082780838013 808.84940302371979 86.773511409759521 66.604735851287842 156.06679213047028 51.063630819320679 53.471143484115601 50.328261494636536 101.48556971549988
leaf_count=3675 244 65 164 284 62 60 84 46 32 13 51
internal_value=0 -0.000743121 -0.000143108 0.000106455 0.00168065 -8.2399e-05 -0.00332327 -0.00158866 1.72716e-05 0.00439445 -0.0042811
internal_weight=0 1198.13 1024.49 8361.87 895.623 7466.25 222.672 555.255 7243.58 103.799 173.641
internal_count=4780 570 454 4210 346 3864 144 290 3720 45 116
is_linear=0
shrinkage=0.06


Tree=212
num_leaves=12
num_cat=0
split_feature=52 11 10 21 143 36 116 25 127 9 117
split_gain=0.199104 0.979702 0.744947 0.644938 0.606134 0.616037 1.36786 0.894819 1.06328 0.516709 0.41165
threshold=0.00080172589514404546 0.0030382014811038975 0.010500331409275534 0.00087947337306104611 0.010180860292166473 0.0012357163941487672 0.0016846025246195497 0.00077738583786413084 0.00017767510871635753 0.00062670491752214741 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 9 -1 -7
right_child=-2 2 -4 -5 -6 10 -8 -9 -10 -11 -12
leaf_value=-0.0042567528918655726 0.00012494519608697446 -0.0097776483874568807 0.0016159146527388072 -0.0028803057090314738 -0.0073257610445215783 -0.0021100623126956435 -0.0020163345381947395 0.0050329000560041795 0.0053868078058614891 0.0041842757329748877 0.0043297559270182081
leaf_weight=133.20947170257568 7911.7292041778564 83.255919814109802 65.775689125061035 118.04307627677917 38.946439981460571 411.30531871318817 313.97903251647949 318.52707552909851 93.80869460105896 32.379643797874451 39.040117383003235
leaf_count=120 3853 75 35 74 27 225 202 101 36 13 19
internal_value=0 -0.000599923 -0.00392576 -0.00573644 4.3414e-05 0.000257766 0.00117111 0.00290286 0.000286347 -0.00260465 -0.00155096
internal_weight=0 1648.27 267.075 201.299 1381.2 1342.25 891.904 577.925 259.398 165.589 450.345
internal_count=4780 927 184 149 743 716 472 270 169 133 244
is_linear=0
shrinkage=0.06


Tree=213
num_leaves=12
num_cat=0
split_feature=34 83 123 54 42 52 108 63 79 19 120
split_gain=0.205148 0.511119 0.586007 0.506053 0.469861 0.440842 0.72905 0.609641 0.474471 0.501619 0.389045
threshold=0.02636832278221846 0.045367386192083366 0.00066645268816500913 0.0084566329605877417 0.014293605927377941 0.00080172589514404546 0.00073092587990686308 0.0014881226234138014 0.0022975050378590827 0.0084566329605877417 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 5 -3 -5 -2 -7 -8 9 -9 -1
right_child=1 3 -4 4 -6 6 7 8 -10 -11 -12
leaf_value=-5.9170343889418851e-05 -0.0018848552798706811 -0.0090612250055572743 -0.0027321006339588545 0.0031054272743110856 -0.0052101217009583693 0.0087908657409310753 -0.0033909351921009314 0.00081913938696503953 0.0011882324910066338 0.0071022359853353412 -0.0045088656574577219
leaf_weight=8463.8271923065186 96.857899188995361 33.302367925643921 112.30532681941986 55.972333550453186 43.293078303337097 59.302570343017578 71.138728976249695 71.326083779335022 353.8622465133667 127.5794495344162 71.232406377792358
leaf_count=4221 63 30 85 10 39 13 56 40 149 26 48
internal_value=0 0.000801984 0.00131846 -0.002673 -0.000522865 0.00190189 0.00243893 0.00183386 0.00250676 0.00485071 -9.63593e-05
internal_weight=0 1024.94 892.372 132.568 99.2654 780.067 683.209 623.907 552.768 198.906 8535.06
internal_count=4780 511 432 79 49 347 284 271 215 66 4269
is_linear=0
shrinkage=0.06


Tree=214
num_leaves=12
num_cat=0
split_feature=46 44 36 33 129 40 108 102 85 41 28
split_gain=0.194859 0.406674 0.414385 0.511027 0.299995 0.461917 1.10663 0.838892 0.883895 0.767206 0.7169
threshold=0.21471316367387774 0.0070226341485977182 0.00042089859198313212 0.0011261500185355546 0.0063990866765379914 0.011519505176693203 0.0026833302108570938 0.00052132029668428015 0.00017767510871635753 0.00040826165059115743 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 10 9 8 -8 -7 -1
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.00020548664448072365 0.00055279522136733182 -0.0031200388578703497 -0.00079846826775169591 0.0074050930397640512 0.00055263084917283396 -0.0054431728324413993 -0.00050938696784881402 -0.0013538497999821477 0.0061300585669353015 -0.00033152605445304744 -0.0020976643053708843
leaf_weight=5174.4525718688965 70.309682250022888 55.691301345825195 85.944464683532715 88.4456547498703 2257.4134021997452 296.95313894748688 151.72015380859375 540.44918429851532 137.57015991210938 164.11837685108185 536.9315927028656
leaf_count=2713 31 34 37 15 926 219 72 309 35 67 322
internal_value=0 0.00150366 0.00255681 0.0043726 -4.88379e-05 -0.000242748 -0.00126778 4.18979e-05 0.00264899 -0.00362415 -1.10673e-05
internal_weight=0 300.391 244.7 158.755 9259.61 7002.2 1290.81 829.739 289.29 461.072 5711.38
internal_count=4780 117 83 46 4663 3737 702 416 107 286 3035
is_linear=0
shrinkage=0.06


Tree=215
num_leaves=12
num_cat=0
split_feature=12 142 46 25 35 58 55 89 61 49 16
split_gain=0.20171 0.453338 0.55663 0.683144 0.374936 0.401235 0.364883 0.657332 0.641003 0.607542 0.569752
threshold=0.024810968898236755 0.0014427106943912806 0.0045489775948226461 0.0068083447404205808 0.013439828064292671 0.0013560238294303419 0.00082683752407319855 0.0011980500421486797 0.010500331409275534 0.00087947337306104611 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 -2 -6 -1 -8 9 10 -9
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 -12
leaf_value=3.0461829115199564e-05 0.00056819466811871254 -0.0069556441580514656 0.0039785144943707074 0.0019249074482931793 -0.0092624872379701313 -0.0011163793901443439 -0.0048524284054001169 -0.0016295365159833426 0.0038726771302235018 -0.0045325751441037251 0.0041996451826457649
leaf_weight=8106.0726445913315 259.03715038299561 43.293078303337097 259.50553739070892 110.74091076850891 32.192288994789124 66.885768055915833 154.67568099498749 189.55651485919952 101.67292451858521 147.92153000831604 88.4456547498703
leaf_count=4117 104 39 64 27 29 36 107 98 35 109 15
internal_value=0 0.000929995 0.00228309 -0.00057397 -0.000632715 -0.00376987 -8.1708e-05 -0.00141421 -0.000405492 -0.00142741 0.000225845
internal_weight=0 771.655 413.54 154.034 358.115 99.0781 8788.34 682.272 527.597 425.924 278.002
internal_count=4780 299 130 66 169 65 4481 364 257 222 113
is_linear=0
shrinkage=0.06


Tree=216
num_leaves=12
num_cat=0
split_feature=15 37 58 145 40 71 150 72 128 35 104
split_gain=0.188048 0.88872 0.966322 1.01863 0.820267 0.773688 0.806597 0.651678 0.638133 0.635182 0.547425
threshold=0.023343417793512348 0.00099512818269431613 0.0053125319536775359 0.010500331409275534 0.011519505176693203 0.15819545835256579 0.0032328735105693345 0.0042751494329422721 0.0035485138650983576 0.0022975050378590827 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 7 6 8 -3 -2 10 -8
right_child=1 2 3 -5 -6 -7 9 -9 -10 -11 -12
leaf_value=-0.00011726521675186123 -0.0056646382452740542 0.0035094016175770378 -0.0073619368110873556 0.0021092176985744817 -0.0025116525689411933 0.0049031557137712298 -0.0083425790004995459 0.0092387080152841906 0.00028640295200615701 0.0025967666642242779 -0.00059694197329241815
leaf_weight=8006.4465730190277 191.12093091011047 253.67411053180695 63.27449905872345 115.08754909038544 59.021538138389587 86.131819486618042 36.632604718208313 99.546444058418274 98.155332922935486 240.07213115692139 310.83615052700043
leaf_count=4003 156 83 57 39 37 21 33 25 48 95 183
internal_value=0 0.000604041 0.00243625 -0.00125295 0.00403235 -0.000519842 -0.00105305 0.00512622 -0.00364597 0.000223973 -0.00141571
internal_weight=0 1553.55 590.604 178.362 412.242 962.949 876.817 353.221 289.276 587.541 347.469
internal_count=4780 777 241 96 145 536 515 108 204 311 216
is_linear=0
shrinkage=0.06


Tree=217
num_leaves=12
num_cat=0
split_feature=38 14 115 53 125 104 52 43 50 89 113
split_gain=0.194138 0.65538 0.834412 1.05121 1.01854 0.889592 0.795455 0.792113 0.731512 0.911067 0.869707
threshold=0.000490355829242617 0.00040826165059115743 0.0011980500421486797 0.00093549740267917525 0.001792412775103003 0.00017767510871635753 0.00899649551138282 0.012636432424187662 0.0016846025246195497 0.00017767510871635753 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4 -6 8 -7 -10 -11
right_child=1 2 5 4 6 7 -8 -9 9 10 -12
leaf_value=-0.00020937247036569842 0.0019525892666069015 0.0033868687256174419 -0.0034320688284670293 -0.00027511527042721685 -0.0036826709805442932 -0.00079910347881294915 -0.011002754109459249 -0.0057492070617568367 0.0035987853102718553 -0.00096813162974130273 0.0030431301232759535
leaf_weight=5977.2691433429718 730.48813605308533 108.42707550525665 190.66659379005432 244.23141467571259 206.02034401893616 546.65532076358795 72.155130505561829 63.27449905872345 585.24110102653503 527.31559193134308 308.25533294677734
leaf_count=3129 270 33 99 123 129 258 65 57 220 281 116
internal_value=0 0.000349191 -6.15101e-05 -0.0019871 -0.00310292 0.000485383 -0.00558468 0.000853344 0.00106597 0.00178355 0.000511873
internal_weight=0 3582.73 2852.24 630.834 522.407 2221.41 278.175 2030.74 1967.47 1420.81 835.571
internal_count=4780 1651 1381 350 317 1031 194 932 875 617 397
is_linear=0
shrinkage=0.06


Tree=218
num_leaves=12
num_cat=0
split_feature=53 123 131 29 11 109 21 58 80 131 60
split_gain=0.214276 0.675246 0.750661 0.701241 0.741192 0.541882 0.599097 0.774436 0.541842 0.530143 0.666894
threshold=0.0081988852471113222 0.0012745757703669371 0.028884131461381916 0.074787221848964705 0.0062037324532866487 0.029773407615721229 0.00087947337306104611 0.021960759535431865 0.052634395658969886 0.0027679565828293566 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 3 4 -3 8 -7 -8 -1 10 -2
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.00024113071038367622 -0.0013570468448427324 0.0013463350467575598 0.0070432063627692042 0.007638179889799734 -0.0050383110093150506 -0.010702905990070538 -0.0039686815973027523 0.0052510663351816849 0.0069400749238373331 -0.0023351305189923399 0.00089137770195868871
leaf_weight=6334.6770812273026 1021.6894756555557 246.63892734050751 78.267589569091797 44.777866840362549 88.993669271469116 29.972131133079529 122.48339200019836 44.684189438819885 43.667787909507751 616.95095312595367 887.19662010669708
leaf_count=3071 597 109 22 8 64 27 78 16 7 386 395
internal_value=0 -0.000421675 0.00169593 0.000594194 -0.000347563 0.000191325 -0.00290605 -0.00150256 0.000287101 -0.000806273 -0.00031205
internal_weight=0 2984.52 458.678 380.41 335.633 6575.48 197.14 167.168 6378.34 2525.84 1908.89
internal_count=4780 1581 203 181 173 3199 121 94 3078 1378 992
is_linear=0
shrinkage=0.06


Tree=219
num_leaves=12
num_cat=0
split_feature=129 29 86 114 126 101 94 95 7 50 61
split_gain=0.215575 0.669048 0.575369 0.624195 1.03601 0.803203 0.663145 0.601071 0.919646 0.5763 0.652039
threshold=0.0044099434744566688 0.027182282879948619 0.00037263428384903824 0.0019071503775194289 0.0003614811430452392 0.00040826165059115743 0.0014427106943912806 0.0019071503775194289 0.0062037324532866487 0.0033348383149132137 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -5 -6 8 9 10 -2
right_child=1 -3 3 5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00018354874870961645 -0.006191266125012777 0.0038140750684744836 0.0045824535015998591 0.002157933667835215 0.0038582850249020291 -0.0007860307370210005 -0.0070166325518823923 -0.0038011238057540581 0.006097819311014936 -0.0049667370177161867 0.0013472449983803543
leaf_weight=6757.0410395860672 49.030827760696411 196.87273025512695 296.32549691200256 498.37391221523285 32.379643797874451 1008.757287979126 53.283788681030273 228.2219226360321 73.733596444129944 106.75493216514587 259.22450518608093
leaf_count=3597 28 48 81 166 13 456 48 149 26 80 88
internal_value=0 0.000442325 0.000187475 0.000736695 0.00290272 0.00018755 -0.00290635 -0.00125956 -7.2221e-05 -0.00116964 0.000146557
internal_weight=0 2802.96 2606.09 1889.12 381.989 1507.13 85.6634 716.966 488.744 415.01 308.255
internal_count=4780 1183 1135 764 142 622 61 371 222 196 116
is_linear=0
shrinkage=0.06


Tree=220
num_leaves=12
num_cat=0
split_feature=95 60 61 47 1 143 92 108 76 112 87
split_gain=0.191484 0.621596 0.240082 0.269052 0.231228 0.728691 0.418043 0.23081 0.391254 0.259794 0.800119
threshold=0.072653736919164671 0.0045489775948226461 0.0037758676335215573 0.0049928687512874612 0.091400381177663817 0.00899649551138282 0.0072436286136507997 0.079227816313505187 0.0033348383149132137 0.0033348383149132137 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 6 -6 9 -9 -1 -11
right_child=1 -3 -4 -5 5 -7 -8 8 -10 10 -12
leaf_value=-8.8698061815944165e-05 -0.0082145042905104569 0.0048176741680438792 -0.00030312935139039206 -0.0018804667324210328 0.00099272121350697036 0.0047126606755899863 -0.0061069183548880593 -0.004189997026860153 0.0042380543517594564 -0.00021347036904428669 0.0035554827663712781
leaf_weight=8027.1774129867554 54.393867611885071 39.133794784545898 50.234584093093872 43.480433106422424 86.038142085075378 143.21423196792603 45.606913566589355 102.12726163864136 24.515413880348206 649.33059692382812 294.74703097343445
leaf_count=3957 49 11 21 23 29 32 33 92 14 399 120
internal_value=0 -0.00189937 -0.00367623 -0.00540541 3.79232e-05 0.00175217 -0.00146964 -1.38849e-05 -0.00255644 2.20352e-05 0.000963473
internal_weight=0 187.243 148.109 97.8743 9372.76 274.859 131.645 9097.9 126.643 8971.26 944.078
internal_count=4780 104 93 72 4676 94 62 4582 106 4476 519
is_linear=0
shrinkage=0.06


Tree=221
num_leaves=12
num_cat=0
split_feature=129 25 138 46 101 93 34 75 12 81 5
split_gain=0.198835 0.550528 0.54217 0.813972 0.94131 0.835487 0.616834 0.626389 0.476647 0.706285 0.586068
threshold=0.0063990866765379914 0.072653736919164671 0.0037758676335215573 0.00087947337306104611 0.00075379351619631063 0.0028552538715302949 0.010180860292166473 0.017188700847327713 0.024810968898236755 0.0063990866765379914 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 7 -5 9 -4 -11
right_child=2 -3 8 4 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00010283802146265566 0.005296904470507546 -0.0052819087306525533 -0.0035024074521898822 -0.0064656603727293082 0.0025682182536301756 -0.0032031980406990851 0.0010673979483048445 0.0013384655762950406 0.0010421715814644915 -0.0015310794685814021 0.0037808289709651078
leaf_weight=7129.6809505224228 161.06917226314545 74.56264317035675 327.29997968673706 132.38042497634888 702.92351758480072 103.51837277412415 133.95889091491699 51.344663023948669 424.73399317264557 198.81185591220856 119.71521961688995
leaf_count=3771 40 51 214 95 229 69 56 22 132 74 27
internal_value=0 -0.000156513 0.000478465 0.00130918 0.000737383 0.00182707 -0.00202849 -0.00428514 -0.000518826 -0.00154543 0.000465908
internal_weight=0 7204.24 2355.76 1285.2 1124.13 806.442 317.684 183.725 1070.56 645.827 318.527
internal_count=4780 3822 958 511 471 298 173 117 447 315 101
is_linear=0
shrinkage=0.06


Tree=222
num_leaves=12
num_cat=0
split_feature=137 58 36 87 50 53 53 89 80 35 86
split_gain=0.197958 0.725203 0.60543 1.25347 0.670475 0.610281 0.698779 0.825345 0.838332 0.609546 0.531583
threshold=0.0010263677686452868 0.001792412775103003 0.0013986918493174019 0.0026833302108570938 0.00017767510871635753 0.011169348377734424 0.0037758676335215573 0.00038414125447161501 0.0054799309000372895 0.0063990866765379914 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 9 -3 6 7 8 -6 10 -4
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00014543946160194756 -0.0019238505903786569 0.0043434326870065406 0.0063071398943849773 0.0054922467765415291 -0.0016881999621563015 0.00053538634925501076 -0.006574359373138508 -0.0077706900311808359 0.0077906747475059313 -0.0028059803819768811 -0.00038908625864986972
leaf_weight=7446.0019180774689 808.92903053760529 81.597826361656189 68.183201789855957 211.39743375778198 117.02667474746704 304.64406394958496 132.19307017326355 49.953551888465881 46.998024702072144 179.28477227687836 113.79011535644531
leaf_count=3773 373 25 21 53 65 137 111 45 10 113 54
internal_value=0 -0.000512437 0.000362489 0.00182382 -0.000780185 -0.00142314 -0.00314638 -0.00102653 0.00103088 -0.000323755 0.00212199
internal_weight=0 2114 1305.07 572.656 732.413 650.815 346.171 213.978 164.025 361.258 181.973
internal_count=4780 1007 634 241 393 368 231 120 75 188 75
is_linear=0
shrinkage=0.06


Tree=223
num_leaves=12
num_cat=0
split_feature=34 0 123 1 24 96 133 117 32 96 0
split_gain=0.184657 0.555968 0.593373 0.504644 0.827118 0.617726 0.376164 0.355878 0.829992 1.04564 0.984164
threshold=0.02636832278221846 0.055838862434029586 0.00066645268816500913 0.00062670491752214741 0.00073092587990686308 0.0062037324532866487 0.015675474889576439 0.0063990866765379914 0.002945306478068233 0.0054799309000372895 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 -2 -6 -1 9 -9 -11
right_child=1 -3 -4 4 6 -7 -8 8 -10 10 -12
leaf_value=0.00023202605655352692 -0.0022624112377176491 -0.0057911686083729434 -0.0028496587256210707 0.0075917120481268424 0.0022456678192908489 0.0036782069364629834 -0.002877707442281443 -0.00032069252571212707 0.0013620430128045648 0.00074482358705353266 -0.0042509126934517543
leaf_weight=5029.6223961114883 201.39267349243164 44.496834635734558 122.29603719711304 100.65652298927307 405.48794174194336 91.588536739349365 59.021538138389587 2109.9040596485138 659.61638939380646 192.05770492553711 543.85904860496521
leaf_count=2340 141 32 94 26 147 34 37 1165 287 76 401
internal_value=0 0.000760879 0.0010588 0.00161607 0.00266352 -0.0004047 0.0015942 -9.14186e-05 -0.000555492 -0.000999979 -0.00294721
internal_weight=0 1024.94 980.443 858.147 565.166 292.981 464.509 8535.06 3505.44 2845.82 735.917
internal_count=4780 511 479 385 210 175 184 4269 1929 1642 477
is_linear=0
shrinkage=0.06


Tree=224
num_leaves=12
num_cat=0
split_feature=22 92 72 104 1 68 45 87 142 81 88
split_gain=0.184095 0.900913 0.809699 0.763985 0.51862 0.461956 0.682084 0.625757 0.6702 0.624414 0.556185
threshold=0.00099512818269431613 0.055838862434029586 0.0010263677686452868 0.00093549740267917525 0.0044099434744566688 0.0027679565828293566 0.0012357163941487672 0.016164712607860569 0.027182282879948619 0.0072436286136507997 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 8 -4 -7 -11
right_child=1 3 5 4 -6 9 -8 -9 -10 10 -12
leaf_value=0.00012087706290053277 -0.0078863148960517816 -0.0024051669958380538 -0.0040616659341048923 0.0083448530209654925 0.00151620007999923 -0.0015957341766040666 -0.0045938405896393921 0.0047023841936012127 0.0031427866742381959 0.0024901264073074999 -0.0039968916308034336
leaf_weight=7895.0639703273773 61.054341197013855 68.089524388313293 150.42272007465363 86.131819486618042 74.843675374984741 423.32883214950562 239.04167973995209 69.386958122253418 67.166800260543823 370.98181748390198 54.487545013427734
leaf_count=3935 55 29 87 21 27 252 183 14 12 124 41
internal_value=0 -0.000573369 -0.00113087 0.00292023 0.00517286 -0.000830314 -0.00222724 -0.000255031 -0.00183733 3.55523e-05 0.00165863
internal_weight=0 1664.94 1435.87 229.065 160.975 1374.82 526.018 286.976 217.59 848.798 425.469
internal_count=4780 845 768 77 48 713 296 113 99 417 165
is_linear=0
shrinkage=0.06


Tree=225
num_leaves=12
num_cat=0
split_feature=11 61 95 60 59 27 121 44 129 30 19
split_gain=0.216332 0.49464 0.552438 0.981578 0.710507 0.699129 0.696652 0.800526 0.654213 0.751979 0.62111
threshold=0.0012357163941487672 0.012636432424187662 0.00066645268816500913 0.00017767510871635753 0.0026833302108570938 0.00077738583786413084 0.00055427959887310873 0.0020932231564074759 0.000490355829242617 0.00038414125447161501 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 8 7 10 9 -4 -7
right_child=-2 -3 5 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0019418772411131751 -0.00021024891085752247 0.0027543688994885293 0.0025015191860817548 0.0021342068663702096 -0.0035966623608452496 0.00046965908745786846 -0.0024445896641632856 0.0031953859254341787 -0.0011085405406891786 0.0087645791292830857 -0.0049317762165314591
leaf_weight=881.89915788173676 6197.93596804142 290.30671525001526 269.02786076068878 492.35513055324554 92.417583465576172 402.79939687252045 284.92962551116943 347.38912773132324 113.60276055335999 92.792293071746826 94.544063925743103
leaf_count=560 3061 116 113 201 59 185 192 127 70 27 69
internal_value=0 0.000387485 0.000163713 -0.000678011 0.00122804 0.000932845 0.000120418 0.000985786 0.00286284 0.00410972 -0.000557929
internal_weight=0 3362.06 3071.76 1466.67 584.773 1605.09 1129.66 844.733 475.423 361.82 497.343
internal_count=4780 1719 1603 820 260 783 573 381 210 140 254
is_linear=0
shrinkage=0.06


Tree=226
num_leaves=12
num_cat=0
split_feature=11 65 11 28 94 25 28 61 21 58 9
split_gain=0.191158 0.45376 0.537637 1.19204 1.1743 0.464799 0.512043 0.451299 0.450379 0.885638 0.747162
threshold=0.0012357163941487672 0.0084566329605877417 0.0010263677686452868 0.00017767510871635753 0.0012745757703669371 0.00077738583786413084 0.0045489775948226461 0.0054799309000372895 0.00040826165059115743 0.044033329933881767 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 -1 -5 -2 -10 -11
right_child=8 -3 3 7 -6 -7 -8 -9 9 10 -12
leaf_value=-0.00044556365778141257 -0.0011584771056661559 -0.0019494753144817635 -0.00013550268273807958 -0.0045245512605188061 0.0093366253709250974 0.0008685678771965373 -0.0067465533991688852 0.0029765858283678226 -9.7174484002566556e-05 -0.0021928996219908255 0.0060461219800780671
leaf_weight=904.28809130191803 1368.357283949852 279.66026306152344 75.860076904296875 77.799202561378479 124.24921274185181 1805.5691276788712 48.843472957611084 45.794268369674683 4622.9962756633759 53.377466082572937 153.2049423456192
leaf_count=564 594 163 36 62 23 810 44 17 2386 40 41
internal_value=0 0.000364247 0.000574222 0.00288712 0.00574753 0.000302734 -0.000769133 -0.00174505 -0.000197634 7.46184e-05 0.00391726
internal_weight=0 3362.06 3082.4 323.703 200.109 2758.7 953.132 123.593 6197.94 4829.58 206.582
internal_count=4780 1719 1556 138 59 1418 608 79 3061 2467 81
is_linear=0
shrinkage=0.06


Tree=227
num_leaves=12
num_cat=0
split_feature=129 138 63 46 132 123 35 46 46 114 93
split_gain=0.198727 0.449013 0.724944 0.607869 0.677612 0.537697 0.532463 0.642381 0.650894 0.495507 0.478879
threshold=0.0063990866765379914 0.0045489775948226461 0.00085274505545385193 0.00087947337306104611 0.0042751494329422721 0.00017767510871635753 0.0042751494329422721 0.0016846025246195497 0.059226244688034065 0.0092791137285530585 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 7 -2 -9 -6 -7
right_child=1 -3 3 4 9 10 -8 8 -10 -11 -12
leaf_value=-0.0001564580763745874 0.0045448033986800916 -0.00050874593715595105 0.0061026507823340789 2.0818090375246244e-05 -0.0073275211332413919 0.0040940415478195376 -0.0057846725519022715 -0.0070742101615982522 0.0020567288582109245 -0.00012272694487631752 -0.00048037426101133477
leaf_weight=7204.2435936927795 71.607115983963013 973.42211699485779 108.61443030834198 287.992879986763 45.606913566589355 437.22589361667633 78.815604090690613 58.83418333530426 53.658498287200928 138.49288403987885 101.48556971549988
leaf_count=3822 16 408 17 122 33 119 71 53 16 52 51
internal_value=0 0.000478348 0.00117343 0.00183932 0.00138065 0.00211372 -0.00166132 0.000106127 -0.00272084 -0.00191057 0.00323236
internal_weight=0 2355.76 1382.33 1119.42 1010.8 826.704 262.915 184.1 112.493 184.1 538.711
internal_count=4780 958 550 394 377 292 156 85 69 85 170
is_linear=0
shrinkage=0.06


Tree=228
num_leaves=12
num_cat=0
split_feature=137 87 62 6 65 83 19 81 150 65 41
split_gain=0.188196 0.661257 0.80122 1.15275 0.677036 0.656765 0.724802 0.779838 0.551271 0.537517 0.470235
threshold=0.0010263677686452868 0.0026833302108570938 0.0018488886416889729 0.00068727668258361529 0.0014881226234138014 0.030689206905663017 0.0054799309000372895 0.0044099434744566688 0.0015349716995842757 0.000490355829242617 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 8 10 7 9 -3 -7 -2
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00014181908920426242 -0.0027849703283104651 -0.00071911360161683389 0.0047700911300535857 0.0077306776747138308 0.00094369898480108885 -0.0021141820808662278 0.0056211058230112949 -0.0063254857444736265 -0.0077086485697327083 0.0053068563829269926 -0.00042342527799508014
leaf_weight=7446.0019180774689 700.3942277431488 79.283991098403931 164.4930864572525 57.082412481307983 194.46521759033203 66.885768055915833 97.326286196708679 61.241696000099182 83.255919814109802 73.827273845672607 535.74188625812531
leaf_count=3773 445 31 35 11 62 36 23 39 75 18 232
internal_value=0 -0.000499631 0.00122891 -0.000178609 -0.00144506 -0.00115102 0.00137059 -0.000679592 -0.00430182 0.00178038 -0.00176159
internal_weight=0 2114 578.581 414.088 357.005 1535.42 299.281 201.955 162.54 140.713 1236.14
internal_count=4780 1007 214 179 168 793 116 93 106 54 677
is_linear=0
shrinkage=0.06


Tree=229
num_leaves=12
num_cat=0
split_feature=53 2 45 65 113 78 102 11 141 146 46
split_gain=0.202124 0.629788 0.863522 0.75077 0.810451 1.0613 0.740921 0.931895 0.825511 0.825568 1.09902
threshold=0.0081988852471113222 0.00017767510871635753 0.000490355829242617 0.0084566329605877417 0.0051502294372767219 0.019431582652032379 0.0014427106943912806 0.039062514901161201 0.00899649551138282 0.0015349716995842757 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 8 -8 9 10 -4
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00018584373892686418 0.0051851426815779497 0.00066563270357647647 -0.0034565494299188455 -0.0033963225696646551 0.0077213833578237377 0.0064742937264744144 -0.00025674697788562152 -0.0095146157476101358 -0.0086344311637655859 -0.0044952022738587493 0.0048629010986745626
leaf_weight=6575.4845817089081 74.937352776527405 1183.5080671310425 130.16026711463928 124.70354986190796 60.412649273872375 57.082412481307983 793.84226262569427 41.072920441627502 93.340307593345642 323.68871068954468 101.76660192012787
leaf_count=3199 19 573 93 80 14 11 416 37 76 235 27
internal_value=0 -0.00040952 -0.00111604 -0.00138989 0.00170692 -0.000295006 -0.00189543 -0.000713265 -0.00341601 -0.00253795 0.000194444
internal_weight=0 2984.52 1801.01 1726.07 242.199 181.786 1483.87 834.915 648.956 555.616 231.927
internal_count=4780 1581 1008 989 105 91 884 453 431 355 120
is_linear=0
shrinkage=0.06


Tree=230
num_leaves=12
num_cat=0
split_feature=107 144 131 150 39 110 93 112 52 24 79
split_gain=0.189473 0.592365 0.598632 0.74278 1.0493 0.793915 0.701576 0.732225 0.716756 0.691221 0.812893
threshold=0.0016331639490090313 0.016668972559273246 0.068554218858480467 0.00099512818269431613 0.0010918468469753864 0.024066280573606495 0.00040826165059115743 0.00082683752407319855 0.00062670491752214741 0.00073092587990686308 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 -2 10 -5
right_child=1 -3 -4 9 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00030367793783426345 0.0056370467391203107 0.0021333186636662165 -0.0044005357571266016 -0.00084183952115389168 -0.0054884624117745549 0.0054663315163488071 -0.0081917110818227699 -0.00071837380952473546 -0.0013636656796632161 -0.00029537139999412192 0.0037245029855979129
leaf_weight=4169.6437846422195 71.513438582420349 355.06600284576416 131.17666864395142 231.5521594285965 222.39049577713013 68.089524388313293 89.916393399238586 99.265411853790283 198.71817851066589 3566.5852211713791 356.08240437507629
leaf_count=1824 24 142 102 152 168 29 81 49 82 1976 151
internal_value=0 -0.000234952 -0.000401991 -0.00029495 -0.0020328 -0.000575161 -0.00147156 -0.00427283 0.000490386 1.87977e-05 0.00192534
internal_weight=0 5390.36 5035.29 4904.11 749.893 527.503 459.413 189.182 270.232 4154.22 587.635
internal_count=4780 2956 2814 2712 433 265 236 130 106 2279 303
is_linear=0
shrinkage=0.06


Tree=231
num_leaves=12
num_cat=0
split_feature=145 143 136 23 59 141 88 55 114 43 101
split_gain=0.172757 0.621882 0.515464 0.34294 0.284797 0.303436 0.200202 0.547038 0.560692 0.507985 0.657292
threshold=0.033603202551603324 0.010180860292166473 0.00040826165059115743 0.022641776129603389 0.0016846025246195497 0.0018488886416889729 0.00064626874518580746 0.00017767510871635753 0.0038949446752667431 0.010180860292166473 0.05109804309904576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 5 -2 7 8 -1 10 -8
right_child=1 -3 3 -5 -6 -7 9 -9 -10 -11 -12
leaf_value=0.00034336700713989964 -0.0030092571506659177 -0.0083620670741608536 -0.00045620037737744562 0.0063649078953050267 -0.0065182984238123754 0.0031283515139074944 2.4926999087705404e-07 0.0037499260475741618 -0.0034016135218355122 -0.0030630263255115851 -0.0060443563163160505
leaf_weight=4049.9941426515579 86.586156606674194 39.962841510772705 53.471143484115601 52.54841935634613 44.403157234191895 43.480433106422424 4596.0077714920044 163.19565272331238 149.1252863407135 215.63634479045868 65.588334321975708
leaf_count=1983 78 36 32 15 40 23 2200 50 102 170 51
internal_value=0 -0.00136937 -0.000370462 0.00292748 -0.00237504 -0.000956667 4.74806e-05 0.000342794 0.000210292 -0.000216656 -8.49257e-05
internal_weight=0 320.452 280.489 106.02 174.47 130.067 9239.55 4362.32 4199.12 4877.23 4661.6
internal_count=4780 224 188 47 141 101 4556 2135 2085 2421 2251
is_linear=0
shrinkage=0.06


Tree=232
num_leaves=12
num_cat=0
split_feature=94 34 95 108 109 116 74 96 146 77 101
split_gain=0.190519 0.35234 0.575894 0.33035 0.313915 1.07971 0.825812 0.845186 1.10971 0.556369 0.522818
threshold=0.055838862434029586 0.0030382014811038975 0.0072436286136507997 0.011169348377734424 0.014740333426743748 0.00057154725072905432 0.0011980500421486797 0.018276390619575981 0.013439828064292671 0.00899649551138282 0.028020657598972324
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 7 8 9 10 -7
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=0.00013134722083177913 -0.0072513071562474501 0.0037916375566400956 0.0040529705920109866 0.0011353742706204446 -0.006184837711216291 3.8067252706543191e-05 0.0035610817128271478 0.0037704807032569241 -0.0052750888983004616 -0.0056363902796099114 -0.0064322709417438464
leaf_weight=7414.7464030981064 45.513236165046692 130.81600892543793 53.658498287200928 26.829249143600464 122.29603719711304 1131.6950170993805 174.39011943340302 134.05256831645966 206.94306814670563 72.342485308647156 46.716992497444153
leaf_count=3664 41 37 16 8 94 591 52 48 146 49 34
internal_value=0 0.00161175 -0.000652645 -0.00414371 -4.45463e-05 -0.000735144 -0.000357452 -0.000786959 -0.0012063 -0.000532731 -0.000218967
internal_weight=0 256.817 126.001 72.3425 9303.18 1888.44 1766.14 1591.75 1457.7 1250.75 1178.41
internal_count=4780 102 65 49 4678 1014 920 868 820 674 625
is_linear=0
shrinkage=0.06


Tree=233
num_leaves=12
num_cat=0
split_feature=75 105 35 12 62 132 79 59 68 89 74
split_gain=0.174616 0.436212 0.349832 0.241551 0.424036 0.456583 0.365966 0.320676 0.298456 0.267354 0.409856
threshold=0.054214311763644225 0.0060143163427710542 0.0022975050378590827 0.024810968898236755 0.00017767510871635753 0.0042751494329422721 0.002945306478068233 0.0072436286136507997 0.0017376682371832433 0.0048403022810816774 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 5 8 7 -7 -5 10 -1
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-1.4414050517159367e-05 0.001265435870616031 0.0020287106782837312 -0.0056832778672010241 0.0016594614799097034 -0.0030338623276202179 -0.0055938771650541194 0.0015547803678859524 0.0012417532125227543 0.0063491410390913361 -0.001422594277917947 0.0038152950192642514
leaf_weight=8096.6299487352371 35.803557991981506 71.513438582420349 95.6541428565979 96.028852462768555 77.892879962921143 56.707702875137329 304.09604942798615 43.667787909507751 99.546444058418274 480.69227683544159 101.76660192012787
leaf_count=4157 8 24 70 38 54 43 88 7 25 239 27
internal_value=0 -0.00174067 -0.00379122 3.77333e-05 0.0011284 0.00166913 0.00051791 -0.0026218 0.0040485 -4.74731e-05 3.317e-05
internal_weight=0 202.971 131.458 9357.03 677.94 600.047 404.472 100.375 195.575 8679.09 8198.4
internal_count=4780 102 78 4678 255 201 138 50 63 4423 4184
is_linear=0
shrinkage=0.06


Tree=234
num_leaves=12
num_cat=0
split_feature=137 86 59 40 85 116 22 107 58 1 126
split_gain=0.174181 0.505883 0.714551 1.15353 1.02953 0.931131 1.36146 0.87765 0.79546 0.780725 0.735445
threshold=0.0010263677686452868 0.00017767510871635753 0.0038949446752667431 0.0056525857653468856 0.0014427106943912806 0.0092791137285530585 0.00060774214216507982 0.0051502294372767219 0.029773407615721229 0.0012357163941487672 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 7 10 -7 -3 9 -4 -5
right_child=-2 2 3 5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00029869722020153014 -0.00048067856147865953 0.0039771787124843055 -0.0011670945545714021 -0.0035512684461582941 -0.00021317843671505576 0.0031543611034392433 -0.0062597276357430898 -0.00094005023125045813 0.0085037745846506304 0.0027772844112392038 0.0019361637938741334
leaf_weight=4197.0585261583328 2113.9977655410767 684.97489988803864 315.55749845504761 575.69067788124084 597.71895158290863 261.53834044933319 70.028650045394897 161.42983198165894 55.972333550453186 422.32648050785065 103.70572757720947
leaf_count=2261 1007 229 163 365 304 82 55 105 10 146 53
internal_value=0 0.000136425 0.000698517 -9.74359e-05 0.00169321 -0.00144154 0.00116477 0.00303934 0.00161422 0.00109053 -0.00271348
internal_weight=0 7446 3248.94 1804.82 1444.12 1010.96 331.567 846.405 793.856 737.884 679.396
internal_count=4780 3773 1512 874 638 555 137 334 319 309 418
is_linear=0
shrinkage=0.06


Tree=235
num_leaves=12
num_cat=0
split_feature=100 21 98 147 100 113 32 146 62 47 54
split_gain=0.186173 0.554066 0.300181 0.299167 0.2745 0.691364 0.55797 0.963308 0.866868 0.814565 0.877575
threshold=0.034632634371519096 0.0026012937305495147 0.0022975050378590827 0.0053125319536775359 0.00244467705488205 0.00050559637020342063 0.002945306478068233 0.0028552538715302949 0.00040826165059115743 0.00096484774257987748 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6 7 9 -9 -7 -11
right_child=1 3 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=0.00020340160119120345 0.0071665976105287042 -0.0017282687225602968 0.0015356346115497203 0.0031094103605614071 -0.0037509859136525712 0.0076657906151210561 0.0011276623512536817 -0.0040495471373184566 -0.00078630752909810895 -0.0032386616277376734 0.0013172603989341464
leaf_weight=5696.6486783027649 68.276879191398621 173.35966801643372 68.089524388313293 62.539129734039307 217.02745592594147 58.098814010620117 795.51440596580505 397.04759752750397 1118.4536974430084 193.5284435749054 711.41538953781128
leaf_count=2569 13 140 29 24 147 20 369 293 668 142 366
internal_value=0 0.00131519 0.00435817 -0.000444978 -5.33348e-05 -0.000472263 -0.000254819 -0.000698568 -0.00164146 0.000785236 0.000342695
internal_weight=0 372.265 136.366 235.899 9187.73 3491.09 3274.06 2478.54 1515.5 963.043 904.944
internal_count=4780 206 42 164 4574 2005 1858 1489 961 528 508
is_linear=0
shrinkage=0.06


Tree=236
num_leaves=12
num_cat=0
split_feature=112 122 80 1 18 143 116 100 110 38 80
split_gain=0.177956 0.81577 0.673184 0.520142 0.625753 0.706914 0.795217 0.482566 0.359937 0.356766 0.356312
threshold=0.0033348383149132137 0.0060143163427710542 0.029773407615721229 0.00093549740267917525 0.00066645268816500913 0.010180860292166473 0.0016846025246195497 0.010829726699739696 0.04673989117145539 0.00070876078098081063 0.052634395658969886
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 8 5 6 9 -6 -2 -5 -1
right_child=1 -3 -4 4 7 -7 -8 -9 -10 -11 -12
leaf_value=-0.00015810188660373721 -0.0017368040029046459 0.0073207979331911047 -0.0060920362898792338 0.00076601778974933919 -0.004091550131793042 0.0068912956566516189 -0.0036472938804404599 0.0028722476419375917 0.0028517084671962653 0.007365692522395632 0.0020542966819276833
leaf_weight=8295.4558545351028 326.00254595279694 63.742886066436768 55.503946542739868 55.691301345825195 85.663432478904724 133.12984418869019 74.468965768814087 61.429050803184509 75.766399502754211 62.63280713558197 270.51264929771423
leaf_count=4134 229 17 50 34 61 31 59 23 44 16 82
internal_value=0 0.000759852 0.000309561 0.000716384 0.00206457 0.0035303 0.00120706 -0.00118334 -0.000870999 0.00426271 -8.82113e-05
internal_weight=0 994.031 930.288 874.784 473.015 325.923 192.793 147.092 401.769 118.324 8565.97
internal_count=4780 564 547 497 224 140 109 84 273 50 4216
is_linear=0
shrinkage=0.06


Tree=237
num_leaves=12
num_cat=0
split_feature=61 21 94 98 110 61 58 135 98 33 110
split_gain=0.183624 0.402989 0.183883 0.592202 0.416716 0.290244 0.249406 1.02067 0.577975 1.42496 0.788453
threshold=0.025578102096915249 0.0049928687512874612 0.055838862434029586 0.0022975050378590827 0.0012745757703669371 0.0011615398107096555 0.0035485138650983576 0.035692447796463973 0.010180860292166473 0.0020932231564074759 0.024066280573606495
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 -4 7 -1 -8 10 -10
right_child=1 -3 3 4 -6 -7 8 -9 9 -11 -12
leaf_value=0.00033671398379812889 -0.0039640066832346901 0.002843189715727001 0.0012601732381378994 -0.006783756464841373 0.0021707863020147878 0.0061068630545604791 -0.0010285465334534804 -0.0062662173824013945 -0.0037884725381325964 0.0016326822656844533 0.0063694992675827795
leaf_weight=5555.293944478035 111.19524788856506 43.480433106422424 96.122529864311218 42.1829993724823 33.489722728729248 82.80158269405365 2126.7285485267639 85.476077675819397 303.42625772953033 1049.6428536176682 30.159485936164856
leaf_count=2474 84 23 30 38 14 18 1261 77 241 509 11
internal_value=0 -0.00204985 3.37184e-05 0.00162391 -0.0028232 0.00350526 -1.0542e-05 0.000236549 -0.000407631 0.000547038 -0.00286846
internal_weight=0 154.676 9405.32 254.597 75.6727 178.924 9150.73 5640.77 3509.96 1383.23 333.586
internal_count=4780 107 4673 100 52 48 4573 2551 2022 761 252
is_linear=0
shrinkage=0.06


Tree=238
num_leaves=12
num_cat=0
split_feature=107 15 132 35 85 86 124 36 8 101 125
split_gain=0.170448 0.608249 0.794045 0.495055 1.02388 0.542983 0.726268 0.484069 0.47714 0.438731 0.371243
threshold=0.00046126570669002836 0.0037758676335215573 0.0030382014811038975 0.00044738779251929378 0.00060774214216507982 0.00017767510871635753 0.028884131461381916 0.0012357163941487672 0.00068727668258361529 0.00075379351619631063 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 7 6 10 -5 9 -1 -6
right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0048258782719938827 0.00011000511405262027 -0.0060035251619254583 0.0020176753272867342 0.0033919802526608338 -0.0027612843740622449 -0.0001120006718624538 0.00040530598265520602 -0.0012313762602660316 -0.0096392640754130437 0.004402319305343314 -0.0094881561040325163
leaf_weight=47.82707142829895 8043.2524826526642 146.71777367591858 63.649208664894104 377.82964587211609 50.140906691551208 500.59407007694244 88.258299946784973 103.8930823802948 35.522525787353516 30.159485936164856 72.155130505561829
leaf_count=35 4117 116 25 114 29 168 31 37 32 11 65
internal_value=0 -0.000583408 -0.0035768 -0.000101143 0.000259279 -0.00118744 -0.00374303 0.00239481 -0.00388572 -0.00125602 -0.00673467
internal_weight=0 1516.75 210.367 1306.38 1192.87 711.148 210.554 481.723 113.509 77.9866 122.296
internal_count=4780 663 141 522 444 293 125 151 78 46 94
is_linear=0
shrinkage=0.06


Tree=239
num_leaves=12
num_cat=0
split_feature=16 16 97 35 129 36 32 35 11 29 143
split_gain=0.178411 0.37408 0.581847 0.419964 0.330553 0.634884 0.664863 0.53071 0.565055 0.524203 0.505292
threshold=0.005485186818987132 0.00093549740267917525 0.000490355829242617 0.0014427106943912806 0.0063990866765379914 0.00747153488919139 0.000490355829242617 0.0037758676335215573 0.0014427106943912806 0.0023699469165876512 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 8 -6 -7 -8
right_child=-2 2 3 -5 5 9 10 -9 -10 -11 -12
leaf_value=-0.00012876952012021153 0.0020693948237075414 -0.0070262410677363451 0.0030497636149192748 -0.0016845701303255583 0.0028525297276118383 -0.00061622626514422406 -0.00039482970744032813 -0.0048388145225625578 -0.0022861717278853879 -0.0079510737228456439 0.0024400626088234372
leaf_weight=7020.3311508893967 147.56087028980255 62.258097529411316 81.691503763198853 384.7571017742157 150.89110708236694 123.87450313568115 293.262242436409 97.874300718307495 157.17687106132507 48.843472957611084 991.4784619808197
leaf_count=3721 44 48 17 193 47 55 151 72 85 44 303
internal_value=0 -3.24921e-05 -0.00158284 -0.000854946 5.97922e-05 0.000770164 0.00112418 -0.000992347 0.000230863 -0.00269387 0.00179297
internal_weight=0 9412.44 528.707 466.449 8883.73 1863.4 1690.68 405.942 308.068 172.718 1284.74
internal_count=4780 4736 258 210 4478 757 658 204 132 99 454
is_linear=0
shrinkage=0.06


Tree=240
num_leaves=12
num_cat=0
split_feature=104 118 98 84 146 149 28 93 46 78 86
split_gain=0.169178 0.786929 0.899502 0.858188 0.855944 0.764449 0.692938 0.876564 0.552648 0.485706 0.438816
threshold=0.00060774214216507982 0.00042089859198313212 0.0032328735105693345 0.0015349716995842757 0.010180860292166473 0.016164712607860569 0.00017767510871635753 0.00068727668258361529 0.00087947337306104611 0.016668972559273246 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 10 -3 -8 -4 -6 -1
right_child=-2 2 8 -5 9 -7 7 -9 -10 -11 -12
leaf_value=-0.0055667459516455008 0.00012856997063597923 0.003922550396569093 0.0017795980490614444 -0.0045886652522558989 0.0028119866079341937 0.0014176975689397088 0.0013813977864842546 -0.0056687069651913087 -0.0040992920696572123 -0.0031283016980037884 0.0014261688734764537
leaf_weight=327.11262488365173 7589.6564372777939 336.66304802894592 78.267589569091797 83.630629420280457 150.98478448390961 85.850787281990051 508.92668700218201 72.436162710189819 217.02745592594147 73.63991904258728 35.803557991981506
leaf_count=230 3959 85 22 43 39 45 127 41 147 34 8
internal_value=0 -0.000495397 0.000368632 0.00122659 -0.00215932 -0.00367248 0.00175679 0.000502151 -0.00254102 0.000864025 -0.00487666
internal_weight=0 1970.34 1296.95 1001.66 673.392 448.767 918.026 581.363 295.295 224.625 362.916
internal_count=4780 821 465 296 356 283 253 168 169 73 238
is_linear=0
shrinkage=0.06


Tree=241
num_leaves=12
num_cat=0
split_feature=59 85 86 102 72 137 27 77 140 46 28
split_gain=0.179949 0.742056 0.797075 0.69189 0.798017 0.677991 0.673521 0.79705 0.637225 0.632902 0.596017
threshold=0.0030382014811038975 0.0016331639490090313 0.00017767510871635753 0.0016846025246195497 0.0020932231564074759 0.0011261500185355546 0.0005375427135732026 0.016164712607860569 0.0060143163427710542 0.040252277627587325 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 10 -4 7 -1 9 -8 -5
right_child=-2 -3 5 4 -6 -7 8 -9 -10 -11 -12
leaf_value=-4.5209201747114383e-05 -0.00024132845158074197 -0.00097796876329947317 0.0030190774962370395 0.00060242506312948652 0.0027909891010900706 -0.00077633362371203995 -0.0019739602617339928 0.0076099401932717475 -0.0049417572589655666 0.0038144907868400036 -0.0047800856736969505
leaf_weight=549.04878354072571 5142.0214003324509 1220.2202993631363 767.30809557437897 304.26935434341431 563.77489173412323 217.40216553211212 358.47586715221405 53.658498287200928 202.22172021865845 83.817984223365784 97.780623316764832
leaf_count=341 2417 695 287 169 233 115 234 16 166 27 80
internal_value=0 0.000280792 0.000761134 0.000129222 0.00133473 0.00218114 -0.000804333 0.000637471 -0.0021525 -0.000876391 -0.000707492
internal_weight=0 4417.98 3197.76 2213.05 965.825 984.71 1247.22 602.707 644.516 442.294 402.05
internal_count=4780 2363 1668 1266 482 402 784 357 427 261 249
is_linear=0
shrinkage=0.06


Tree=242
num_leaves=12
num_cat=0
split_feature=11 127 60 78 101 30 100 30 25 80 125
split_gain=0.159707 0.392816 0.569714 0.443126 0.643464 0.627749 0.4988 0.434525 0.421476 0.417895 0.570413
threshold=0.0012357163941487672 0.00044738779251929378 0.018276390619575981 0.016668972559273246 0.018276390619575981 0.0020292587578296666 0.0037758676335215573 0.00085274505545385193 0.022641776129603389 0.00017767510871635753 0.027182282879948619
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 7 -5 -7 -1 -11
right_child=-2 -3 -4 5 -6 8 -8 -9 -10 10 -12
leaf_value=-0.0011463646374193005 -0.00018065303452977451 -0.00054824063673763329 -0.005236989386359042 -0.00015302019309823298 0.0054108882338479072 0.0018074871512308549 0.0084737262569630854 0.0056888907494882157 -0.0037078070612577858 0.0012747366406715564 -0.0052302112104661829
leaf_weight=547.84502720832825 6197.93596804142 1181.2738593816757 54.581222414970398 90.384780406951904 89.462056279182434 194.46521759033203 80.581424832344055 92.88597047328949 66.979445457458496 912.44740331172943 51.157308220863342
leaf_count=348 3061 668 33 41 24 62 16 19 28 442 38
internal_value=0 0.00033293 0.000810239 0.000965714 0.000469476 0.00247769 0.00454178 0.00280929 0.000393648 0.000176657 0.000928885
internal_weight=0 3362.06 2180.79 2126.21 1600.91 525.297 263.852 183.271 261.445 1511.45 963.605
internal_count=4780 1719 1051 1018 852 166 76 60 90 828 480
is_linear=0
shrinkage=0.06


Tree=243
num_leaves=12
num_cat=0
split_feature=128 94 37 34 138 4 140 63 133 106 93
split_gain=0.180305 0.503783 0.656966 0.290968 0.407206 0.489135 0.498893 0.756416 0.58564 0.459697 0.304466
threshold=0.05109804309904576 0.00017767510871635753 0.00099512818269431613 0.00055427959887310873 0.010180860292166473 0.00039601318712811922 0.0015833032084628942 0.00017767510871635753 0.0012745757703669371 0.000490355829242617 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 10 -7 9 -9 -8 -1
right_child=1 2 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.0032740856189235586 0.0063529689793147296 -0.0026717132977619558 0.0043106735022729655 6.7321577164356768e-05 -0.0046201031815980018 0.003672037676124416 0.0048382650859257401 -0.00057157148115502597 -0.0082987925131636272 -0.00095403847995263595 0.0011930167144101685
leaf_weight=268.18476414680481 60.412649273872375 121.56066787242889 80.581424832344055 8378.8054517507553 102.50197124481201 137.57015991210938 93.996049404144287 81.597826361656189 62.164420127868652 103.61205017566681 69.012248516082764
leaf_count=185 14 61 16 4201 60 35 20 25 56 61 46
internal_value=0 0.00155026 0.000112483 -4.38239e-05 -0.00105747 -0.000609509 0.000622976 -0.000606493 -0.00391636 0.00180223 -0.00235975
internal_weight=0 262.555 202.142 9297.44 918.639 816.138 478.941 341.37 143.762 197.608 337.197
internal_count=4780 91 77 4689 488 428 197 162 81 81 231
is_linear=0
shrinkage=0.06


Tree=244
num_leaves=12
num_cat=0
split_feature=10 27 59 44 104 83 39 15 105 100 144
split_gain=0.172978 0.776337 0.570929 0.505666 0.817275 0.731017 0.694965 0.842512 0.840228 0.655278 0.464718
threshold=0.022641776129603389 0.0084566329605877417 0.023343417793512348 0.001792412775103003 0.01884530205279589 0.014740333426743748 0.00064626874518580746 0.060991313308477409 0.0092791137285530585 0.0033348383149132137 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 -5 7 -6 -8 -7 -2
right_child=1 -3 -4 4 6 9 8 -9 -10 -11 -12
leaf_value=-9.7254736463663248e-05 -0.0018302334126690286 0.0061982682231378579 -0.0050727049987077102 -0.0018073817710216804 -0.0026360939290447829 0.010791382653276716 -0.0054766384726651924 0.0057811679468575232 0.0045111960118841147 0.0035272378130553786 0.0029148076997378863
leaf_weight=8348.4726608991623 372.81321585178375 84.928063154220581 67.99584698677063 54.487545013427734 71.138728976249695 68.276879191398621 122.10868239402771 107.22331917285919 40.243873715400696 129.61225259304047 92.698615670204163
leaf_count=4109 255 28 37 41 56 13 110 40 12 44 35
internal_value=0 0.000669912 0.000252647 0.00059515 0.00175679 0.00434395 -0.000160297 0.00242439 -0.00299961 0.00603774 -0.000884918
internal_weight=0 1211.53 1126.6 1058.6 593.091 252.377 340.715 178.362 162.353 197.889 465.512
internal_count=4780 671 643 606 316 98 218 96 122 57 290
is_linear=0
shrinkage=0.06


Tree=245
num_leaves=12
num_cat=0
split_feature=100 109 37 91 31 59 22 100 7 96 40
split_gain=0.164288 0.573248 0.53178 0.535255 0.818538 0.653402 0.818529 0.701987 0.599669 0.900211 0.964147
threshold=0.00244467705488205 0.037906534969806678 0.02129978779703379 0.0014427106943912806 0.02636832278221846 0.0034400182776153092 0.0026012937305495147 0.0058306583669036635 0.00017767510871635753 0.011169348377734424 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 8 -2 7 -7 9 -5 -11
right_child=2 -3 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=0.00031162091596004195 -0.00024860863593784973 -0.0031867916374593644 -0.004055374917742249 0.0028249225979061969 -0.0053331314789376357 -0.0076553980054079752 0.0023260533324469556 -0.0019259094165549804 -7.7761010612603938e-05 -0.0075480933583433685 0.0050821883289310756
leaf_weight=5522.8206232786179 807.43019211292267 173.82805502414703 131.17666864395142 621.87370574474335 88.806314468383789 145.42033994197845 75.953754305839539 163.64998984336853 1731.0720621347427 65.494656920433044 32.473321199417114
leaf_count=2469 501 100 102 253 80 131 28 107 945 59 5
internal_value=0 0.000204816 -0.000302042 -0.000170016 0.000322342 -0.00121859 -0.00325214 -0.00462329 0.000527471 0.00198274 -0.00336064
internal_weight=0 5696.65 3863.35 3732.17 2539.72 1192.45 385.024 309.07 2450.91 719.842 97.968
internal_count=4780 2569 2211 2109 1342 767 266 238 1262 317 64
is_linear=0
shrinkage=0.06


Tree=246
num_leaves=12
num_cat=0
split_feature=16 75 55 3 102 133 76 16 87 139 125
split_gain=0.163833 0.398633 0.231895 0.833652 0.500699 0.482884 0.563126 0.482687 0.434797 0.519464 0.405416
threshold=0.005485186818987132 0.023343417793512348 0.00075379351619631063 0.00899649551138282 0.010829726699739696 0.0062037324532866487 0.0014427106943912806 0.001792412775103003 0.0014881226234138014 0.011347099207341673 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 -5 6 7 -6 9 -4 -10
right_child=1 -3 3 4 5 -7 -8 -9 10 -11 -12
leaf_value=7.5815973964648859e-05 -0.0014888605723697582 0.0047809130203066916 -0.0056807845290232388 -0.00067617720636127033 -0.0072645718185900465 0.0069557850708554352 0.005115834364306451 0.0020390985159592988 0.0026123491594706475 0.0023436602719252237 -0.0033869371240408163
leaf_weight=8337.2641443014145 65.869366526603699 81.691503763198853 212.39978539943695 454.23773729801178 38.852762579917908 69.386958122253418 62.63280713558197 41.353952646255493 75.953754305839539 33.583400130271912 86.773511409759521
leaf_count=4204 27 17 159 199 35 14 16 13 28 6 62
internal_value=0 0.00198305 -3.11357e-05 -0.000860405 0.00044798 0.00285325 0.000856895 -0.00247111 -0.00299351 -0.00458472 -0.000586856
internal_weight=0 147.561 9412.44 1075.17 666.464 212.226 142.84 80.2067 408.71 245.983 162.727
internal_count=4780 44 4736 532 277 78 64 48 255 165 90
is_linear=0
shrinkage=0.06


Tree=247
num_leaves=12
num_cat=0
split_feature=117 78 17 107 21 1 37 101 101 8 98
split_gain=0.164793 0.566882 0.76691 0.670107 0.460237 0.456839 0.518868 0.876155 0.851123 0.763372 0.757131
threshold=0.0031340263085439806 0.037906534969806678 0.019431582652032379 0.0005893622583243997 0.0011261500185355546 0.091400381177663817 0.00099512818269431613 0.0022272822679951791 0.05109804309904576 0.0048403022810816774 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 7 9 -8 10 -2
right_child=1 2 -4 4 -6 -7 8 -9 -10 -11 -12
leaf_value=0.00031402372326059977 0.00085219295789948802 -0.007032633923126471 -0.0099671288865557112 0.0010077101579040097 -0.0032601452096084893 0.0026590787765629073 0.00080966845312659922 0.00067529617060032503 -0.0043282288633740822 -0.003386661689960825 -0.0021323365737330319
leaf_weight=3692.0803399085999 599.11006271839142 65.682011723518372 41.072920441627502 258.11442625522614 140.33833229541779 220.1843878030777 2185.1364945173264 1074.3456223011017 122.48339200019836 536.18217349052429 625.26952016353607
leaf_count=1701 281 43 37 87 86 69 1063 507 78 386 442
internal_value=0 -0.000197619 -0.00211879 -0.00142226 -0.000495904 -1.65942e-05 -0.000131206 -0.000674952 0.000536784 -0.0014989 -0.000672004
internal_weight=0 5867.92 505.208 464.135 398.453 5362.71 5142.53 2834.91 2307.62 1760.56 1224.38
internal_count=4780 3079 253 216 173 2826 2757 1616 1141 1109 723
is_linear=0
shrinkage=0.06


Tree=248
num_leaves=12
num_cat=0
split_feature=34 86 68 93 40 57 147 138 112 60 28
split_gain=0.17961 0.38895 0.438597 0.369038 0.577186 0.505323 0.489108 0.359381 0.517609 0.355204 0.398674
threshold=0.02636832278221846 0.0015833032084628942 0.024810968898236755 0.00082683752407319855 0.0066005610860884198 0.00096484774257987748 0.00085274505545385193 0.016668972559273246 0.0010585968848317864 0.00017767510871635753 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 7 -6 8 -5 -2 -11
right_child=1 -3 -4 4 6 -7 -8 -9 -10 10 -12
leaf_value=-9.0160093968127486e-05 0.0041743318235526903 -0.0035656853068451936 -0.0028124221322901118 -0.0061538426395009197 0.0077259557630873655 0.0043169597295051069 0.00043169215710198026 0.0034623597179394743 -0.00050452896838017462 -0.0032175911680848647 0.0032016988263292405
leaf_weight=8535.0595986843109 254.97154426574707 69.934972643852234 94.450386524200439 101.01718270778656 59.302570343017578 53.658498287200928 74.749997973442078 36.913636922836304 138.21185183525085 61.241696000099182 80.487747430801392
leaf_count=4269 68 63 77 91 13 16 35 9 76 39 24
internal_value=0 0.00075041 0.00106682 0.00149286 0.000343655 -0.0010058 0.0036619 -0.00204127 -0.00289159 0.00283618 0.000427592
internal_weight=0 1024.94 955.005 860.555 463.854 329.801 134.053 276.143 239.229 396.701 141.729
internal_count=4780 511 448 371 240 192 48 176 167 131 63
is_linear=0
shrinkage=0.06


Tree=249
num_leaves=12
num_cat=0
split_feature=53 150 10 146 79 45 113 83 118 137 107
split_gain=0.170964 0.636068 0.495155 0.47968 1.17158 0.955371 0.770678 0.743943 0.553964 0.519203 0.908203
threshold=0.0095705352723598498 0.00017767510871635753 0.00017767510871635753 0.0015349716995842757 0.00096484774257987748 0.0019672545604407792 0.0060143163427710542 0.057509137317538268 0.0019672545604407792 0.00017767510871635753 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 -5 -7 -10 -11
right_child=1 2 3 4 5 8 -8 -9 9 10 -12
leaf_value=0.00015944098574899085 -0.0043369286179582855 0.0045743396369178476 0.00098346275769743523 -0.0068522687868072434 -0.0090385308583085418 -0.00063394053162920099 0.00050139239152962754 -0.0010507754161848276 -0.0011995467684825934 0.0045567408782043635 -0.0034806212222391665
leaf_weight=6853.0183643102646 140.24465489387512 76.141109108924866 710.49266541004181 230.16104829311371 39.962841510772705 765.52822494506836 133.86521351337433 121.65434527397156 135.8980165719986 291.88518118858337 61.148018598556519
leaf_count=3352 94 12 349 175 36 439 64 53 82 77 47
internal_value=0 -0.000403733 -0.000188665 -0.000334455 -0.000860501 8.24333e-05 -0.00337308 -0.00484704 0.000373694 0.00195117 0.00316402
internal_weight=0 2706.98 2566.74 2490.6 1780.1 1294.42 485.681 351.815 1254.46 488.931 353.033
internal_count=4780 1428 1334 1322 973 681 292 228 645 206 124
is_linear=0
shrinkage=0.06


Tree=250
num_leaves=12
num_cat=0
split_feature=38 11 137 4 150 92 61 40 46 4 80
split_gain=0.160027 0.462196 0.63867 0.879751 0.589658 0.55652 0.466277 0.460999 0.426734 0.447944 0.601501
threshold=0.00044738779251929378 0.016668972559273246 0.000490355829242617 0.0015833032084628942 0.00099512818269431613 0.0017376682371832433 0.00087947337306104611 0.011519505176693203 0.096724390983581557 0.00060774214216507982 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -5 -8 9 -2 -11
right_child=8 2 5 6 -6 -7 7 -9 -10 10 -12
leaf_value=-1.3518786604709823e-05 0.0014288019195308444 -0.012145914816455276 0.0045801202641926322 0.0018539223090454648 -0.0042343098573480523 -0.0019417739889076599 -0.0066040484855458262 0.0013262738334357035 0.0029751091322143446 -0.0023522382829054334 0.00015763079367031861
leaf_weight=5164.1808292865753 774.23555147647858 44.403157234191895 89.462056279182434 127.48577213287354 143.48121428489685 99.265411853790283 66.698413252830505 43.574110507965088 203.53320384025574 401.033576130867 2402.6463873386383
leaf_count=2728 366 40 24 34 105 49 52 15 54 240 1073
internal_value=0 -0.000198617 -0.00175423 -0.00304217 -0.00610954 0.00115057 -0.000616678 -0.00347202 0.000303418 0.000151357 -0.000201448
internal_weight=0 5778.55 614.37 425.643 187.884 188.727 237.758 110.273 3781.45 3577.92 2803.68
internal_count=4780 3047 319 246 145 73 101 67 1733 1679 1313
is_linear=0
shrinkage=0.06


Tree=251
num_leaves=12
num_cat=0
split_feature=40 92 4 80 118 109 141 73 146 135 19
split_gain=0.154752 0.557097 0.815084 1.37301 0.890642 0.945393 0.55777 0.536239 0.616101 0.528882 0.787834
threshold=0.0017376682371832433 0.00043393640953581786 0.010180860292166473 0.0062037324532866487 0.00064626874518580746 0.011519505176693203 0.0018488886416889729 0.0036604277556762104 0.0041444667149335155 0.0015833032084628942 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 7 -6 -7 -2 -9 10 -1
right_child=1 -3 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=0.00044329819087442261 -0.0054837778031463068 7.0374003290334369e-05 0.0051859352277303502 -0.008092155942245164 -0.0011845295404525843 0.0089647788033563134 0.0014382333663526268 -0.0060647916095593786 0.0017028768143837279 0.0014738611399435935 -0.0019751867473907308
leaf_weight=2014.4513214826584 190.01085197925568 4914.1460875272751 61.522728204727173 114.33812987804413 304.5503865480423 62.63280713558197 81.597826361656189 54.393867611885071 112.86739122867584 1010.9774458408356 638.51083981990814
leaf_count=982 155 2430 15 103 145 16 25 49 37 458 365
internal_value=0 -0.00019034 -0.001495 -0.0019421 -0.00106882 0.000710698 0.00471062 -0.0033037 -0.000825307 0.000306181 -0.000138832
internal_weight=0 5896.06 981.914 920.391 806.053 448.781 144.231 357.272 167.261 3663.94 2652.96
internal_count=4780 2975 545 530 427 186 41 241 86 1805 1347
is_linear=0
shrinkage=0.06


Tree=252
num_leaves=12
num_cat=0
split_feature=86 134 28 28 135 148 17 21 144 17 93
split_gain=0.150483 0.544217 0.504474 0.728728 0.472247 0.424534 0.397286 0.56218 0.346765 0.335596 0.475058
threshold=0.0022975050378590827 0.00017767510871635753 0.00075379351619631063 0.020658296532928947 0.0018488886416889729 0.08153740689158441 0.040252277627587325 0.0015833032084628942 0.0017376682371832433 0.19438949227333072 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 5 -4 7 8 -3 -1 -11
right_child=1 6 3 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00012570050592352195 0.0011083484139118539 0.0046585884909135051 -0.0075474552549639811 0.00078701295928946548 -0.0007868914691903147 -0.00089415708429552761 0.0053842537056836819 -0.0020924809815632693 0.00019965778464871542 -0.0064387493011099119 0.0027025387025723349
leaf_weight=8367.6109850406647 142.93319976329803 106.30059504508972 166.69919443130493 126.28201580047607 81.410471558570862 43.574110507965088 58.098814010620117 220.45137012004852 153.2049423456192 63.27449905872345 30.159485936164856
leaf_count=4199 56 23 134 41 41 15 20 142 41 57 11
internal_value=0 -0.000660534 -0.00196811 -0.00302019 -0.00466819 -0.0061698 0.000702664 0.000134954 0.00202725 8.57509e-05 -0.00348831
internal_weight=0 1098.95 560.899 417.966 291.684 210.273 538.056 479.957 259.506 8461.04 93.434
internal_count=4780 513 287 231 190 149 226 206 64 4267 68
is_linear=0
shrinkage=0.06


Tree=253
num_leaves=12
num_cat=0
split_feature=53 150 148 85 51 116 59 20 88 100 83
split_gain=0.159006 0.550135 0.845621 0.70667 0.727503 0.96401 0.568701 0.667199 0.494625 0.446098 0.43521
threshold=0.0081988852471113222 0.0025217677466571335 0.0005893622583243997 0.0063990866765379914 0.027182282879948619 0.0072436286136507997 0.0038949446752667431 0.0092791137285530585 0.0010918468469753864 0.00085274505545385193 0.045367386192083366
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 5 6 -4 -8 9 -7 -1
right_child=1 -3 3 -5 -6 8 7 -9 -10 -11 -12
leaf_value=4.2638903699017095e-05 0.0017183257555277482 0.00029924692633498721 -0.0026731859402818019 0.0012648165368595306 0.0042515511792169773 0.003022397131207361 -0.0078800993097422854 0.0017442401523531355 -0.0061087262179616601 -0.0030860561930467177 0.0021150742015279586
leaf_weight=6187.9452576637268 252.18932199478149 1796.3934141397476 211.47706127166748 173.09268569946289 46.90434730052948 128.59585106372833 238.94800233840942 29.049407005310059 43.293078303337097 64.571932792663574 387.53932404518127
leaf_count=3052 114 923 142 67 18 35 191 10 39 42 147
internal_value=0 -0.000363244 -0.00136484 -0.00219571 -0.00298098 -0.00345535 -0.00500123 -0.00683661 -0.00031995 0.000979929 0.000164812
internal_weight=0 2984.52 1188.12 935.932 762.84 715.935 479.474 267.997 236.461 193.168 6575.48
internal_count=4780 1581 658 544 477 459 343 201 116 77 3199
is_linear=0
shrinkage=0.06


Tree=254
num_leaves=12
num_cat=0
split_feature=85 93 141 0 51 107 60 107 124 36 146
split_gain=0.147977 0.335455 0.307967 0.438933 0.243701 0.226995 0.590862 0.564232 0.652163 0.774477 0.709029
threshold=0.029773407615721229 0.0028552538715302949 0.0011980500421486797 0.0038949446752667431 0.00066645268816500913 0.0016331639490090313 0.079227816313505187 0.00087947337306104611 0.0063990866765379914 0.00047558375808876013 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 7 -7 -1 10 -10 -9
right_child=1 -3 3 -5 -6 6 -8 8 9 -11 -12
leaf_value=-0.00026573419676141781 -7.0144336903474571e-05 0.0050660702394509146 -0.0019741237252041965 0.0038211720053771062 -0.0068766332003761662 -0.00041291955761344471 0.0034935969000277401 0.0028323345830377467 -0.0066763945447517684 0.00035709402739679807 -0.00036956105846124926
leaf_weight=2467.5930297374725 45.794268369674683 65.963043928146362 76.970155835151672 120.73162114620209 32.192288994789124 5081.8195338249207 143.21423196792603 827.43971264362335 71.045051574707031 271.15434122085571 356.08240437507629
leaf_count=1083 17 19 37 36 29 2864 32 325 64 123 151
internal_value=0 0.00122595 0.000305636 0.00156506 -0.00288502 -4.54939e-05 -0.00030578 0.000295075 0.00120205 -0.00110467 0.00186904
internal_weight=0 341.651 275.688 197.702 77.9866 9218.35 5225.03 3993.31 1525.72 342.199 1183.52
internal_count=4780 138 119 73 46 4642 2896 1746 663 187 476
is_linear=0
shrinkage=0.06


Tree=255
num_leaves=12
num_cat=0
split_feature=112 22 4 2 122 18 17 39 78 97 124
split_gain=0.155353 0.429634 0.665939 0.6428 0.257364 0.421186 0.372497 0.518919 0.359815 0.273788 0.249448
threshold=0.0033348383149132137 0.00047558375808876013 0.0013986918493174019 0.00043393640953581786 0.0032328735105693345 0.00066645268816500913 0.0046923852059990176 0.0087224207818508166 0.0019071503775194289 0.00064626874518580746 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 10 -4 5 6 7 8 9 -2 -3
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-8.2437589146125979e-05 -0.00035269957577764187 0.0027537131745780318 -0.0039629808154908281 0.0035519543261192978 0.0052792252345992587 -0.0033549102293066002 0.0043453519815230407 0.0066588276553394806 -0.0037369447609501725 0.0058795826144166959 0.0077382619799406726
leaf_weight=8565.9685038328171 267.07468521595001 65.775689125061035 78.909281492233276 85.021740555763245 30.159485936164856 135.71066176891327 73.733596444129944 35.803557991981506 113.32172834873199 27.939328074455261 80.581424832344055
leaf_count=4216 184 35 63 20 11 98 26 8 94 9 16
internal_value=0 0.000709939 0.00256122 -6.56201e-05 -0.000130441 -0.000380838 0.000399027 -0.000256952 -0.00086482 0.000239322 0.00550152
internal_weight=0 994.031 310.288 163.931 683.743 653.584 517.873 444.139 408.336 295.014 146.357
internal_count=4780 564 134 83 430 419 321 295 287 193 51
is_linear=0
shrinkage=0.06


Tree=256
num_leaves=12
num_cat=0
split_feature=100 104 138 93 138 93 100 91 75 96 150
split_gain=0.147753 0.420541 0.381328 0.340663 0.219616 0.323978 0.22995 0.501139 0.638537 1.19767 0.850365
threshold=0.034632634371519096 0.0013146653072908523 0.010180860292166473 0.00040826165059115743 0.070576477795839324 0.0023699469165876512 0.00244467705488205 0.0014427106943912806 0.0023699469165876512 0.011169348377734424 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 -1 -8 9 10 -9
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 -12
leaf_value=0.00021801885295111401 0.0046690984437867704 0.0026742189108539633 0.0059963803787001805 -0.0022405895018672681 -0.0061477464027754822 0.00099600164347459115 -0.0014560019698765898 0.0035530086391556454 -0.00098002740951685799 -0.0034890558497358112 0.00018606044689631465
leaf_weight=5643.271212220192 92.792293071746826 71.513438582420349 33.583400130271912 174.37606954574585 51.063630819320679 41.26027524471283 1106.6971663236618 507.89623558521271 1078.4908559322357 182.52133166790009 576.53377449512482
leaf_count=2529 27 24 6 149 46 21 714 215 632 124 293
internal_value=0 0.00117165 9.15411e-06 -0.000810682 -4.7509e-05 -0.00295753 -1.79383e-05 -0.000403657 9.29334e-05 0.0010063 0.00176316
internal_weight=0 372.265 279.473 245.89 9187.73 92.3239 9095.41 3452.14 2345.44 1266.95 1084.43
internal_count=4780 206 179 173 4574 67 4507 1978 1264 632 508
is_linear=0
shrinkage=0.06


Tree=257
num_leaves=12
num_cat=0
split_feature=34 68 56 11 108 108 59 47 79 147 108
split_gain=0.179861 0.311729 0.391435 0.37744 0.402718 0.38408 0.36718 0.378869 0.316552 0.335998 0.303478
threshold=0.02636832278221846 0.024810968898236755 0.0011615398107096555 0.039062514901161201 0.00093549740267917525 0.0026833302108570938 0.013032016810029747 0.019431582652032379 0.0022975050378590827 0.00055427959887310873 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 -7 -10
right_child=1 -3 -4 -5 5 6 -8 -9 10 -11 -12
leaf_value=-9.02077350359208e-05 0.0052098992188421176 -0.0024104172140176805 -0.004124913522442532 -0.0026557824592564208 -0.0031618900565390379 0.0073765535670208653 0.0047381182188975073 -0.0022812238651186401 0.0021259514928395388 0.0011865798378049056 -0.0019953613318837663
leaf_weight=8535.0595986843109 106.30059504508972 101.11086010932922 48.843472957611084 75.766399502754211 64.478255391120911 63.742886066436768 116.38498282432556 101.20453751087189 186.50731027126312 62.539129734039307 98.061655521392822
leaf_count=4269 23 83 44 44 50 17 24 75 71 24 56
internal_value=0 0.000750949 0.00109718 0.00138912 0.00177286 0.00124491 0.00169749 0.00100559 0.00181559 0.00431443 0.000705557
internal_weight=0 1024.94 923.829 874.986 799.219 692.919 628.441 512.056 410.851 126.282 284.569
internal_count=4780 511 428 384 340 317 267 243 168 41 127
is_linear=0
shrinkage=0.06


Tree=258
num_leaves=12
num_cat=0
split_feature=129 97 0 40 28 25 102 116 85 10 143
split_gain=0.150426 0.378754 0.714298 0.755158 0.518941 0.381819 0.364782 0.362419 0.405112 0.351569 0.645878
threshold=0.0063990866765379914 0.0019071503775194289 0.007706565549597145 0.0056525857653468856 0.00085274505545385193 0.072653736919164671 0.0036604277556762104 0.0019672545604407792 0.011519505176693203 0.022641776129603389 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 -3 9 -7 -4 -9 -1 -11
right_child=-2 2 3 -5 -6 6 -8 8 -10 10 -12
leaf_value=-0.0001286245411629929 0.00041618383308226375 -0.0061204756462206258 0.0037582840597027273 -0.0039408923975544656 -0.0015732244562743183 -0.0081285498338048764 0.00070012164845936124 -0.0021988365348350027 0.0053561289589844638 0.0015824775218406275 -0.0035354883939310577
leaf_weight=5306.2849823236465 2355.756089925766 139.86994528770447 168.83972477912903 107.86501109600067 255.14484918117523 39.962841510772705 29.049407005310059 105.73853063583374 33.583400130271912 919.74956881999969 98.155332922935486
leaf_count=2759 958 126 47 81 149 36 10 71 6 489 48
internal_value=0 -0.000136115 -0.00135747 0.000377616 -0.00318449 1.88455e-05 -0.00441665 0.00189 -0.000375185 6.73165e-05 0.00108866
internal_weight=0 7204.24 811.041 416.027 395.015 6393.2 69.0122 308.162 139.322 6324.19 1017.9
internal_count=4780 3822 480 205 275 3342 46 124 77 3296 537
is_linear=0
shrinkage=0.06


Tree=259
num_leaves=12
num_cat=0
split_feature=145 106 104 70 143 117 17 80 58 148 5
split_gain=0.142448 0.625651 0.366415 0.290165 0.241488 0.214237 0.521509 0.491533 0.43069 0.479137 0.934137
threshold=0.033603202551603324 0.011519505176693203 0.012636432424187662 0.00017767510871635753 0.0021592099219560628 0.0027679565828293566 0.019431582652032379 0.0012357163941487672 0.001792412775103003 0.0038949446752667431 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 -3 -4 -2 6 -1 -8 9 -7 -11
right_child=1 2 3 -5 -6 8 7 -9 -10 10 -12
leaf_value=0.00056559938880721967 -0.0012792931744586868 0.0050826032162566365 0.0019527533912253468 -0.0045320923634702926 -0.0059924735561678252 -0.0022221542887552099 0.001139513191680198 -0.0078267967723213375 0.00019163652583267151 -0.00079023311858475909 0.004282759212889709
leaf_weight=3146.2681157588959 70.028650045394897 60.318971872329712 58.005136609077454 43.293078303337097 88.806314468383789 651.92546439170837 37.930038452148438 52.26738715171814 3992.4292932748795 1212.3701193332672 146.35711395740509
leaf_count=1371 55 22 28 39 80 369 18 39 2109 599 51
internal_value=0 -0.00124346 0.00138445 -0.000820492 -0.00391659 4.31153e-05 0.00043659 -0.00405918 -0.000169024 -0.000885139 -0.000243514
internal_weight=0 320.452 161.617 101.298 158.835 9239.55 3236.47 90.1974 6003.08 2010.65 1358.73
internal_count=4780 224 89 67 135 4556 1428 57 3128 1019 650
is_linear=0
shrinkage=0.06


Tree=260
num_leaves=12
num_cat=0
split_feature=34 0 123 47 63 24 106 68 117 7 34
split_gain=0.156196 0.404271 0.367045 0.314313 0.303015 0.421638 0.383297 0.45286 0.263222 0.587424 0.803072
threshold=0.02636832278221846 0.055838862434029586 0.00066645268816500913 0.019431582652032379 0.0014881226234138014 0.00087947337306104611 0.0054799309000372895 0.0020292587578296666 0.0063990866765379914 0.0015833032084628942 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 -6 7 -7 -1 10 -10
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=0.00019409608992657136 -0.0011209337191910977 -0.0048873518881442255 -0.0021201824990163725 -0.00039008168926475738 0.0072511640869610617 0.0026320369610413645 0.0034645528921515298 -0.003380729909039479 -0.00012684190547416788 0.0005895931190918731 -0.0024137870183740138
leaf_weight=5029.6223961114883 88.070945143699646 44.496834635734558 122.29603719711304 251.72093498706818 63.742886066436768 99.45276665687561 272.82648456096649 82.333195686340332 1376.1137865781784 1205.5222909450531 923.80112504959106
leaf_count=2340 47 32 94 154 17 33 76 58 698 609 622
internal_value=0 0.000699796 0.000953838 0.00139212 0.00213183 0.0026846 0.00204285 -9.15838e-05 -8.40741e-05 -0.000483189 -0.0010455
internal_weight=0 1024.94 980.443 858.147 606.426 518.355 454.612 181.786 8535.06 3505.44 2299.91
internal_count=4780 511 479 385 231 184 167 91 4269 1929 1320
is_linear=0
shrinkage=0.06


Tree=261
num_leaves=12
num_cat=0
split_feature=104 38 140 47 128 98 65 87 9 58 102
split_gain=0.150249 0.546882 0.928366 0.630732 1.2106 0.627342 0.619213 0.447676 0.705903 0.574139 0.603975
threshold=0.00060774214216507982 0.00040826165059115743 0.02636832278221846 0.00096484774257987748 0.00017767510871635753 0.00043393640953581786 0.0012745757703669371 0.00055427959887310873 0.00080172589514404546 0.00046126570669002836 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 -5 -7 9 -9 10 -1
right_child=-2 3 -4 5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0051094947436050508 0.00012117052854113815 0.0059009001229241246 -0.0084753442211743593 0.0018742723681156885 -5.4849989872537822e-05 -0.0096347945895865466 -0.00171214602080081 0.0023632028125871504 -0.003541369807100566 -0.0036580805739683817 0.0011911480329433793
leaf_weight=69.012248516082764 7589.6564372777939 180.22154629230499 62.258097529411316 121.93537747859955 385.60019838809967 46.623315095901489 148.29623961448669 266.07233357429504 100.28181338310242 326.18990075588226 263.85217571258545
leaf_count=46 3959 33 48 29 121 42 77 78 58 213 76
internal_value=0 -0.000466853 -0.00136729 0.000642729 0.00184284 -0.00150027 -0.00361115 -0.000934938 0.000746424 -0.00186954 -0.000116296
internal_weight=0 1970.34 1087.67 882.677 565.822 316.855 194.92 1025.41 366.354 659.054 332.864
internal_count=4780 821 519 302 154 148 119 471 136 335 122
is_linear=0
shrinkage=0.06


Tree=262
num_leaves=12
num_cat=0
split_feature=112 109 1 4 52 105 150 70 38 76 117
split_gain=0.151079 0.375003 0.374973 0.559868 0.486882 0.449958 0.364987 0.288388 0.271662 0.28539 0.246332
threshold=0.0033348383149132137 0.0034400182776153092 0.0020932231564074759 0.0013986918493174019 0.0070226341485977182 0.007706565549597145 0.0028552538715302949 0.00093549740267917525 0.0005893622583243997 0.00044738779251929378 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 6 8 7 -4 -5 9 -3 -10
right_child=1 2 3 5 -6 -7 -8 -9 10 -11 -12
leaf_value=-8.1292943792007593e-05 -0.0016120009825617153 -0.0021945509209806997 0.008103795260065997 0.00087711375129107905 -0.0031949219237278354 0.0048698900903667314 0.0023583129370890895 -0.0050790548487632901 0.00036125279017071884 0.002446833741428709 0.0053506230248528191
leaf_weight=8565.9685038328171 201.29899609088898 108.97509002685547 83.911661624908447 70.403359651565552 115.72924101352692 56.98873507976532 75.860076904296875 49.953551888465881 61.335373401641846 84.64703094959259 84.928063154220581
leaf_count=4216 149 82 19 23 80 19 36 45 31 52 28
internal_value=0 0.000700107 0.00128735 0.00280407 0.000164736 0.000482574 0.00537901 -0.00159713 0.00130928 -0.000165231 0.00326001
internal_weight=0 994.031 792.732 337.117 455.615 177.346 159.772 120.357 339.886 193.622 146.263
internal_count=4780 564 415 142 273 87 55 68 193 134 59
is_linear=0
shrinkage=0.06


Tree=263
num_leaves=12
num_cat=0
split_feature=52 80 61 116 11 11 144 126 37 149 85
split_gain=0.143092 0.629865 0.42425 0.787922 0.635821 0.511327 0.587324 0.487038 0.482319 0.482004 0.43206
threshold=0.00080172589514404546 0.0019672545604407792 0.00017767510871635753 0.0016846025246195497 0.0030382014811038975 0.00070876078098081063 0.00017767510871635753 0.0003614811430452392 0.0011261500185355546 0.00042089859198313212 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 9 -7 -5 -1 10 -4
right_child=-2 -3 3 7 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0012567565317721313 0.00010592533668260114 -0.0057357981311997796 0.0047583893831342951 -0.003201518914244928 -0.0034850045902470868 0.0071881280378056711 0.0011931279214239191 0.00052668652540602344 -0.0080857977166356784 -0.0025234978497734291 4.7447798500522554e-05
leaf_weight=312.22726166248322 7911.7292041778564 78.909281492233276 128.50217366218567 278.26915192604065 79.00295889377594 127.48577213287354 109.25612223148346 230.62943530082703 42.1829993724823 107.77133369445801 154.03398907184601
leaf_count=160 3853 63 43 186 55 34 58 135 38 89 66
internal_value=0 -0.000508581 -0.000245402 0.000287446 0.00158456 0.00222374 0.00442311 -0.00151215 -0.00207162 0.000888916 0.00219099
internal_weight=0 1648.27 1569.36 1214.95 706.052 627.049 236.742 508.899 354.41 390.307 282.536
internal_count=4780 927 864 666 345 290 92 321 198 198 109
is_linear=0
shrinkage=0.06


Tree=264
num_leaves=12
num_cat=0
split_feature=137 58 58 87 139 24 63 125 81 34 49
split_gain=0.142546 0.520873 0.881858 0.576297 0.646179 0.514928 0.451998 0.454818 0.428264 0.593703 0.491835
threshold=0.0010263677686452868 0.001792412775103003 0.0035485138650983576 0.0034400182776153092 0.00046126570669002836 0.0026012937305495147 0.0014881226234138014 0.00042089859198313212 0.0031340263085439806 0.0079489401541650313 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 -4 -7 -8 -2 -10 -11
right_child=1 2 5 -5 -6 6 7 -9 9 10 -12
leaf_value=0.00012341769297516975 -0.0045617504481929895 0.00211206630569476 -0.0040530028690560875 0.0050612361368745423 -0.0045848700101327909 0.0023474645968897048 0.003029756764929825 -0.0020093337891997137 -6.8045979075779018e-05 -0.0067653294934877173 0.001279667127670127
leaf_weight=7446.0019180774689 146.81145107746124 263.47746610641479 153.37824726104736 174.57747423648834 64.478255391120911 181.97331714630127 77.157510638237 390.02646422386169 526.40691769123077 97.780623316764832 37.930038452148438
leaf_count=3773 108 108 122 36 50 75 21 222 167 80 18
internal_value=0 -0.00043484 0.000306653 0.00227739 0.000794408 -0.000927519 -0.000188542 -0.00117664 -0.001631 -0.000980577 -0.00451753
internal_weight=0 2114 1305.07 502.533 327.956 802.536 649.157 467.184 808.929 662.118 135.711
internal_count=4780 1007 634 194 158 440 318 243 373 265 98
is_linear=0
shrinkage=0.06


Tree=265
num_leaves=12
num_cat=0
split_feature=86 5 146 117 0 139 61 148 110 60 40
split_gain=0.147253 0.454917 0.319617 0.321659 0.312486 0.30847 0.362767 0.626276 0.338626 0.268769 0.225482
threshold=0.0058306583669036635 0.0026833302108570938 0.0041444667149335155 0.00062670491752214741 0.0051502294372767219 0.0011261500185355546 0.00043393640953581786 0.0070226341485977182 0.0016846025246195497 0.0022272822679951791 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 9 10 -7 -8 -9 -4 -1
right_child=1 -3 4 -5 -6 6 7 8 -10 -11 -12
leaf_value=0.00021913302523099746 -0.00023193865760619484 0.0048441906692283255 0.0046760152995163288 -0.0066050567771970227 -0.0024316597182739074 0.00099429855700493156 -0.0099943872684101868 -0.0053421100543693456 0.00071538526385875247 0.00046976553352725062 -0.00042818967790523031
leaf_weight=5894.2146282196045 87.148221015930176 90.665812611579895 98.436365127563477 42.276676774024963 63.461853861808777 93.902372002601624 42.1829993724823 54.487545013427734 84.834385752677917 122.95177900791168 2885.4370448589325
leaf_count=2941 30 17 24 30 41 28 38 41 36 38 1516
internal_value=0 0.000997053 0.000154125 -0.00231721 0.00127742 -5.56474e-05 -0.00203253 -0.00359817 -0.00165578 0.00234127 6.38763e-06
internal_weight=0 504.941 414.275 129.425 284.85 9055.06 275.407 181.505 139.322 221.388 8779.65
internal_count=4780 180 163 60 103 4600 143 115 77 62 4457
is_linear=0
shrinkage=0.06


Tree=266
num_leaves=12
num_cat=0
split_feature=128 94 31 70 129 79 42 24 61 108 51
split_gain=0.138021 0.414258 0.419423 0.211307 0.47726 0.654168 0.857324 0.748601 0.661973 0.643351 0.544628
threshold=0.05109804309904576 0.00017767510871635753 0.00017767510871635753 0.0012357163941487672 0.00017767510871635753 0.00082683752407319855 0.0027679565828293566 0.0072436286136507997 0.00043393640953581786 0.0038949446752667431 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 8 10 -6 -10 -7
right_child=1 2 -4 -5 5 7 -8 -9 9 -11 -12
leaf_value=-0.0010108984374932102 0.0057114527501973085 -0.0032734154466329654 0.0022961807170669398 0.00029248774463170056 0.0001328867135009886 -0.0034612039822607041 -0.0012758301702465835 0.0020831040788167193 0.0054989331424243667 9.1099932955961892e-05 -0.00045907417817743029
leaf_weight=2023.8659175634384 60.412649273872375 81.410471558570862 120.73162114620209 3976.8881882429123 232.30157864093781 248.48437559604645 278.6438615322113 376.53221213817596 312.14763414859772 106.11324024200439 1742.4679335355759
leaf_count=1136 14 41 36 2095 88 143 154 129 71 39 834
internal_value=0 0.00135634 5.25786e-05 -3.83597e-05 -0.000285655 0.000159596 0.00150861 -0.000369915 0.00270123 0.00412731 -0.000833915
internal_weight=0 262.555 202.142 9297.44 5320.56 3296.69 929.206 2367.48 650.562 418.261 1990.95
internal_count=4780 91 77 4689 2594 1458 352 1106 198 110 977
is_linear=0
shrinkage=0.06


Tree=267
num_leaves=12
num_cat=0
split_feature=34 0 24 129 108 94 50 91 108 18 114
split_gain=0.139045 0.343635 0.268894 0.35216 0.338047 0.288176 0.433443 0.346962 0.312238 0.262211 0.246901
threshold=0.02636832278221846 0.055838862434029586 0.011519505176693203 0.0018488886416889729 0.00093549740267917525 0.020658296532928947 0.018276390619575981 0.0079489401541650313 0.0060143163427710542 0.00096484774257987748 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -4 -2 6 7 8 -6 -9 -1
right_child=1 -3 3 -5 5 -7 -8 9 -10 -11 -12
leaf_value=-0.00048225760078052211 0.0042860871374632717 -0.0044908853207914099 -0.0066348763907926626 0.0015376010280227475 -0.0024231467520863265 0.0052446185652651892 -0.0047515490236299703 0.00035340684412472206 0.00097051167715234371 0.0058367087651418677 0.00017912246188846512
leaf_weight=3335.3140939474106 110.74091076850891 44.496834635734558 37.74268364906311 38.023715853691101 125.62627398967743 48.108103632926941 53.283788681030273 52.361064553260803 436.19544219970703 78.36126697063446 5199.7455047369003
leaf_count=1800 27 32 34 10 97 11 48 31 207 14 2469
internal_value=0 0.000660249 0.000894464 -0.00253686 0.00118209 0.000748643 0.000457975 0.00085942 0.000211376 0.00364231 -7.9333e-05
internal_weight=0 1024.94 980.443 75.7664 904.677 793.936 745.828 692.544 561.822 130.722 8535.06
internal_count=4780 511 479 44 435 408 397 349 304 45 4269
is_linear=0
shrinkage=0.06


Tree=268
num_leaves=12
num_cat=0
split_feature=59 85 102 116 129 114 3 132 87 138 71
split_gain=0.139173 0.61055 0.475107 0.623494 0.617655 0.533631 0.694521 0.559356 0.472522 0.753927 0.66733
threshold=0.0030382014811038975 0.0016331639490090313 0.0014427106943912806 0.0019672545604407792 0.00017767510871635753 0.00068727668258361529 0.00050559637020342063 0.00062670491752214741 0.0048403022810816774 0.0012745757703669371 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -4 -7 -8 9 10 -1
right_child=-2 -3 5 4 -6 6 7 -9 -10 -11 -12
leaf_value=0.0045793445581619793 -0.00021223115295153092 -0.00089484890467527594 0.00011878790628771417 -0.0035182389843944214 0.00031829174524079383 0.0046453276121627887 -0.0015625608507670945 0.0025202198049669115 -0.0039227233424802745 -0.0048011649600328051 0.00077533644710648341
leaf_weight=211.21007895469666 5142.0214003324509 1220.2202993631363 608.53870868682861 293.52922475337982 311.11718273162842 321.66995751857758 183.91244280338287 351.6420886516571 70.122327446937561 71.138728976249695 774.87724339962006
leaf_count=69 2417 695 338 224 159 120 101 147 47 56 407
internal_value=0 0.00024694 0.000682645 9.83675e-06 -0.00154445 0.0014776 0.00244209 0.00111814 0.000843531 0.00116 0.0015905
internal_weight=0 4417.98 3197.76 1731.99 604.646 1465.76 857.224 535.555 1127.35 1057.23 986.087
internal_count=4780 2363 1668 962 383 706 368 248 579 532 476
is_linear=0
shrinkage=0.06


Tree=269
num_leaves=12
num_cat=0
split_feature=16 75 122 59 4 54 91 59 1 97 46
split_gain=0.147215 0.228482 0.310599 0.207174 0.656936 0.591257 0.904842 0.531417 0.554711 0.554148 0.55431
threshold=0.005485186818987132 0.054214311763644225 0.0005893622583243997 0.0030382014811038975 0.00017767510871635753 0.0031340263085439806 0.00017767510871635753 0.0049928687512874612 0.091400381177663817 0.02636832278221846 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7 9 -9 10 -6
right_child=-2 2 -4 4 7 6 -8 8 -10 -11 -12
leaf_value=0.00032195788457505214 0.0018797770573287177 -0.0039755746913095356 0.0012586651841504201 -0.0055175110596640134 -0.0013341378768165573 0.0062507902365677619 -0.0031413229821717023 0.00010201856696971472 0.0040117758967925321 0.0042536736604474315 -0.007000890934217607
leaf_weight=4212.7869859933853 147.56087028980255 116.83931994438171 62.63280713558197 155.69208252429962 744.24937045574188 51.438340425491333 130.16026711463928 3677.4760088920593 135.35000205039978 58.098814010620117 67.714814782142639
leaf_count=2259 44 81 16 116 436 14 93 1607 33 20 61
internal_value=0 -2.95225e-05 -0.00214923 1.17035e-05 -0.000248654 -0.00280571 -0.000479003 -6.44234e-05 0.000240911 -0.00140235 -0.00180753
internal_weight=0 9412.44 179.472 9232.97 5020.18 337.291 181.599 4682.89 3812.83 870.063 811.964
internal_count=4780 4736 97 4639 2380 223 107 2157 1640 517 497
is_linear=0
shrinkage=0.06


Tree=270
num_leaves=12
num_cat=0
split_feature=98 46 141 17 45 17 73 58 103 142 81
split_gain=0.141217 0.440344 0.457489 0.379612 0.3238 0.360731 0.55489 0.318784 0.309128 0.293037 0.221884
threshold=0.049604203552007682 0.0038949446752667431 0.0049928687512874612 0.0033348383149132137 0.0035485138650983576 0.0018488886416889729 0.0017376682371832433 0.017188700847327713 0.026392062194645408 0.036783467978239066 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 9 4 7 5 6 -3 -4 -1 10 -2
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-3.659819882534334e-05 -0.0016078638833319011 -0.0060842991248325606 0.0026900946397047996 0.00036751830928862878 -0.0032293485283509667 0.0037173568813163656 0.0032607082212691165 0.0081881564909341668 -0.0043966170767874551 0.003948100171779846 -0.0078748557645216145
leaf_weight=8785.1224402189255 155.69208252429962 45.513236165046692 74.843675374984741 79.377668499946594 75.579044699668884 108.42707550525665 45.794268369674683 77.251188039779663 58.83418333530426 30.25316333770752 23.311657547950745
leaf_count=4373 116 41 27 23 60 33 17 13 53 3 21
internal_value=0 0.000810345 0.00176636 0.00373178 0.00011315 0.00137893 -0.00139897 0.00548619 -6.56525e-05 -0.0015047 -0.00242796
internal_weight=0 716.043 506.786 231.473 275.314 199.735 91.3075 152.095 8843.96 209.257 179.004
internal_count=4780 354 214 63 151 91 58 40 4426 140 137
is_linear=0
shrinkage=0.06


Tree=271
num_leaves=12
num_cat=0
split_feature=112 87 147 62 136 107 102 132 39 59 117
split_gain=0.141231 0.482926 0.669827 0.40541 0.350664 0.30039 0.259184 0.356731 0.39575 0.435947 0.237067
threshold=0.0033348383149132137 0.0022975050378590827 0.0038949446752667431 0.0020932231564074759 0.00057154725072905432 0.00244467705488205 0.00017767510871635753 0.00038414125447161501 0.00093549740267917525 0.013032016810029747 0.019431582652032379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 10 6 -4 -2 8 -8 -10 -3
right_child=1 2 5 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-7.8593628060433438e-05 -0.0015351104901092955 -0.004598113734375386 0.0079298886558217055 0.0038365343316767242 -0.0027757076356642574 0.0024432115213362414 0.0043399791801131786 -0.0020629134404256391 -0.0045863511592200042 0.0042848988303742855 0.0004122588657564388
leaf_weight=8565.9685038328171 153.47192466259003 56.614025473594666 82.895260095596313 75.953754305839539 157.81856298446655 63.55553126335144 159.67806112766266 77.892879962921143 46.623315095901489 34.693479061126709 84.834385752677917
leaf_count=4216 114 51 10 28 126 33 63 54 42 7 36
internal_value=0 0.000676912 0.00241704 0.000303538 -0.000328026 0.00555212 0.000490175 0.00146507 0.00260574 -0.000800854 -0.00159495
internal_weight=0 994.031 363.853 217.402 630.178 146.451 472.36 318.888 240.995 81.3168 141.448
internal_count=4780 564 158 115 406 43 280 166 112 49 87
is_linear=0
shrinkage=0.06


Tree=272
num_leaves=12
num_cat=0
split_feature=94 63 34 133 58 98 141 124 112 135 146
split_gain=0.137195 0.338662 0.358907 0.489996 0.210678 0.516388 0.495787 0.636643 0.547126 0.48549 0.458868
threshold=0.055838862434029586 0.00244467705488205 0.0030382014811038975 0.0079489401541650313 0.0053125319536775359 0.034632634371519096 0.010829726699739696 0.0022272822679951791 0.0033348383149132137 0.035692447796463973 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 6 8 -8 10 -1 -6
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.00021294844047175488 -0.0036234245519297013 -0.0023430377681382375 0.0056880759051139984 0.0043624701669164063 -0.0013098705657511877 0.0011194972663522993 -0.0051249318451054189 0.0004666318444332898 0.0018069589413754396 -0.0037659170170782673 0.0024362816679232664
leaf_weight=6482.4393562078476 54.487545013427734 65.775689125061035 80.581424832344055 55.972333550453186 1390.8914225101471 570.98337984085083 202.31539762020111 114.90019428730011 300.93911755084991 112.2116494178772 128.50217366218567
leaf_count=3002 41 35 16 10 873 288 158 55 166 93 43
internal_value=0 0.00136773 0.00264591 0.000423481 -3.77961e-05 -0.000483314 -0.00091149 -0.00310008 -0.000529952 0.00014519 -0.000992902
internal_weight=0 256.817 191.041 110.46 9303.18 2708.53 2137.55 317.216 1820.33 6594.65 1519.39
internal_count=4780 102 67 51 4678 1583 1295 213 1082 3095 916
is_linear=0
shrinkage=0.06


Tree=273
num_leaves=12
num_cat=0
split_feature=85 114 114 97 122 72 50 115 0 125 24
split_gain=0.13445 0.388157 0.493776 0.19844 0.578898 0.587053 0.42232 0.441377 0.501349 0.36296 0.615111
threshold=0.029773407615721229 0.013860232196748258 0.0054799309000372895 0.0016846025246195497 0.0017376682371832433 0.0010263677686452868 0.00066645268816500913 0.015675474889576439 0.0010918468469753864 0.0066005610860884198 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -6 8 -8 10 -7
right_child=1 -3 -4 4 6 9 7 -9 -10 -11 -12
leaf_value=9.8298810366594425e-05 -0.0016712215518838067 -0.0014764314958989452 0.0045920305483161308 -0.0060052999600785041 0.0059112646890248739 -0.0023342669924043473 0.0046904284261966864 0.0025102069880984373 -0.003418199056734648 0.00044611595348812165 0.0016981188124806635
leaf_weight=7322.595801949501 64.665610194206238 126.00098359584808 150.98478448390961 84.459676146507263 62.63280713558197 726.11339795589447 34.693479061126709 194.55889499187469 130.06658971309662 495.68536734580994 167.5422910451889
leaf_count=3678 34 65 39 68 16 452 7 54 101 204 62
internal_value=0 0.00116859 0.00271401 -4.33468e-05 -0.000590448 -0.00115145 0.00136885 0.000575638 -0.00170896 -0.000855971 -0.00157817
internal_weight=0 341.651 215.65 9218.35 1895.75 1473.8 421.952 359.319 164.76 1389.34 893.656
internal_count=4780 138 73 4642 964 786 178 162 108 718 514
is_linear=0
shrinkage=0.06


Tree=274
num_leaves=12
num_cat=0
split_feature=61 92 59 61 45 40 78 122 19 36 27
split_gain=0.141766 0.21742 0.209502 0.135092 0.441683 0.42616 0.762075 0.84837 0.891064 0.701474 0.651802
threshold=0.025578102096915249 0.00068727668258361529 0.0026833302108570938 0.00043393640953581786 0.0066005610860884198 0.0017376682371832433 0.010500331409275534 0.00017767510871635753 0.00046126570669002836 0.00060774214216507982 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 8 -1 -7 -10
right_child=1 2 -4 -5 -6 9 -8 -9 10 -11 -12
leaf_value=-0.0004850252320888491 -0.0048517523365248687 0.0022499818046535012 -0.00327960450541566 0.00014390146374271888 -0.0053033802314582535 -0.0026654558095351986 -0.004512640694455847 -0.0039833931517370743 0.0056110322300460813 0.00043225028133542817 -0.00050029149862957333
leaf_weight=246.45157253742218 54.393867611885071 56.895057678222656 43.386755704879761 7508.8220800161362 64.384577989578247 500.20531058311462 85.850787281990051 89.08734667301178 273.84288609027863 555.17529249191284 81.504148960113525
leaf_count=125 49 27 31 3773 58 297 45 56 85 201 33
internal_value=0 -0.00180114 -0.000143268 2.96206e-05 -0.000422835 -0.000251042 0.000815563 0.00147821 0.00228725 -0.00103604 0.00420956
internal_weight=0 154.676 100.282 9405.32 1896.5 1832.12 776.737 690.886 601.799 1055.38 355.347
internal_count=4780 107 58 4673 900 842 344 299 243 498 118
is_linear=0
shrinkage=0.06


Tree=275
num_leaves=12
num_cat=0
split_feature=117 142 141 149 33 68 147 61 12 12 103
split_gain=0.135782 0.918417 0.631315 0.717522 0.573355 0.541548 0.873037 0.531665 0.677589 0.529224 0.502482
threshold=0.019431582652032379 0.036783467978239066 0.0038949446752667431 0.010180860292166473 0.0081988852471113222 0.019431582652032379 0.00043393640953581786 0.0016846025246195497 0.024810968898236755 0.00747153488919139 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -3 6 -5 -2 -9 -4 -8
right_child=1 4 9 5 -6 -7 10 8 -10 -11 -12
leaf_value=0.00010760384803773054 -0.0050388201953921255 -0.013091136821740403 0.00047410226145613979 0.0051143433573363466 -0.0021307292474388923 -0.0052107626116935524 -0.0035065373217924535 -0.0020628125391016598 0.0055528804501126985 0.0050945218906577926 0.004807332183822087
leaf_weight=7794.1404650211334 191.02725350856781 32.192288994789124 626.03298926353455 152.00118601322174 36.81995952129364 43.386755704879761 105.55117583274841 393.16934621334076 46.998024702072144 103.98675978183746 34.693479061126709
leaf_count=3836 164 29 281 48 17 31 87 241 10 29 7
internal_value=0 -0.000475073 -0.000198917 -0.00120451 -0.007255 0.00103681 0.00196579 -0.00239629 -0.00124859 0.00113286 -0.00144791
internal_weight=0 1765.86 1696.85 966.827 69.0122 335.633 292.246 631.195 440.167 730.02 140.245
internal_count=4780 944 898 588 46 173 142 415 251 310 94
is_linear=0
shrinkage=0.06


Tree=276
num_leaves=12
num_cat=0
split_feature=141 98 58 53 127 88 147 93 136 27 81
split_gain=0.130535 0.327724 0.455078 0.450028 0.595093 0.90165 0.849692 1.00591 0.785746 0.601483 0.625871
threshold=0.0030382014811038975 0.049604203552007682 0.085140593349933638 0.0028552538715302949 0.0066005610860884198 0.00064626874518580746 0.0027679565828293566 0.00040826165059115743 0.0013560238294303419 0.010180860292166473 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 7 -6 -7 10 -5
right_child=1 -3 -4 4 6 8 -8 -9 -10 -11 -12
leaf_value=0.00020090274306942794 0.00032812261142922954 0.0015509078786559696 -0.0065884751406794532 0.0053442984553645385 0.0020087197535261976 -0.004534446696052903 0.002626237755728498 -0.0047373175568857489 0.00065438348914857887 0.0046565765084840213 -0.0014066255599488973
leaf_weight=5248.7482327222824 1915.4809917211533 337.21106255054474 42.1829993724823 53.658498287200928 145.24703502655029 474.75312268733978 337.39841735363007 175.76718068122864 134.88161504268646 79.377668499946594 615.29285967350006
leaf_count=2691 812 134 38 16 50 363 118 126 73 23 336
internal_value=0 -0.000244661 -0.000397057 -0.000330466 -0.000956086 -0.00167378 0.000524172 -0.00168531 -0.0033865 -0.000278225 -0.000864397
internal_weight=0 4311.25 3974.04 3931.86 2016.38 1357.96 658.413 321.014 609.635 748.329 668.951
internal_count=4780 2089 1955 1917 1105 811 294 176 436 375 352
is_linear=0
shrinkage=0.06


Tree=277
num_leaves=12
num_cat=0
split_feature=61 21 17 142 20 82 3 10 19 129 58
split_gain=0.129013 0.261324 0.192288 0.133737 0.632959 0.437938 0.269818 0.261827 0.563172 0.410623 0.563176
threshold=0.025578102096915249 0.0049928687512874612 0.0012357163941487672 0.055838862434029586 0.0010263677686452868 0.00055427959887310873 0.00044738779251929378 0.022641776129603389 0.0011615398107096555 0.0013146653072908523 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 6 -5 -1 -9 10 -10
right_child=1 -3 -4 4 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00014408022301242378 -0.0048958601984846212 0.0022220961973073109 0.00054020603938850537 -0.0018578849488706461 0.0035722778501184045 -0.0052316007028859164 0.0028443966724943132 -0.00082170389337642982 0.0086033070419885473 -0.0011958804664543813 0.0020143442025773381
leaf_weight=7849.9113938808441 77.705525159835815 43.480433106422424 33.489722728729248 86.038142085075378 197.06008505821228 64.665610194206238 89.555733680725098 444.04562222957611 51.438340425491333 123.4997935295105 499.10928153991699
leaf_count=3959 70 23 14 29 32 34 16 303 14 87 199
internal_value=0 -0.00171823 -0.00325961 2.82439e-05 0.00105268 -0.00101451 0.000540609 -2.17235e-05 0.000837255 0.0019301 0.00263141
internal_weight=0 154.676 111.195 9405.32 437.32 240.259 175.594 8968 1118.09 674.047 550.548
internal_count=4780 107 84 4673 111 79 45 4562 603 300 213
is_linear=0
shrinkage=0.06


Tree=278
num_leaves=12
num_cat=0
split_feature=94 53 83 75 40 58 1 128 132 65 117
split_gain=0.121339 0.59261 1.11162 0.565925 0.394061 0.689694 0.612503 0.737775 0.608689 0.591835 0.572217
threshold=0.0028552538715302949 0.030689206905663017 0.036783467978239066 0.0005375427135732026 0.0027679565828293566 0.0035485138650983576 0.0032328735105693345 0.00039601318712811922 0.00017767510871635753 0.0051502294372767219 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 8 -8 10 -9 -6
right_child=1 2 -4 -5 5 -7 7 9 -10 -11 -12
leaf_value=-0.00018727185347464887 0.0011842917282902494 0.0029552243543849287 -0.011023386711383589 -0.004118139857113623 0.0023786241017980741 -0.0011776629401904941 0.0057174412099431854 0.0017944221686664629 0.00089098883577806915 -0.0047939936964703353 -0.0043777019374904831
leaf_weight=5409.2553405761719 1476.690682053566 82.707905292510986 46.623315095901489 80.019360423088074 59.302570343017578 1094.9546850919724 161.16284966468811 413.44584906101227 492.26145315170288 55.597623944282532 187.97804892063141
leaf_count=2779 635 26 42 64 13 663 32 138 209 42 137
internal_value=0 0.000243993 -0.00286596 -0.000523418 0.000409249 -5.51352e-05 0.000842216 0.0022165 -0.00032903 0.00101262 -0.0027571
internal_weight=0 4150.74 209.351 162.727 3941.39 2464.7 1369.75 630.206 739.542 469.043 247.281
internal_count=4780 2001 132 90 1869 1234 571 212 359 180 150
is_linear=0
shrinkage=0.06


Tree=279
num_leaves=12
num_cat=0
split_feature=16 114 74 16 73 121 19 33 129 128 46
split_gain=0.125121 0.176829 0.167271 0.29107 0.385266 0.350058 0.27257 0.270446 0.220607 0.457508 0.365017
threshold=0.005485186818987132 0.011169348377734424 0.013860232196748258 0.00093549740267917525 0.007706565549597145 0.00017767510871635753 0.0022272822679951791 0.0013146653072908523 0.0092791137285530585 0.00060774214216507982 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 5 -5 -6 -4 -1 10 -10
right_child=1 -3 7 4 6 -7 -8 -9 9 -11 -12
leaf_value=-0.0001211103861413468 0.0039023444245489696 -0.0002539899115741903 6.7035858381511417e-05 -0.0098917811031956921 0.00012704048233592142 -0.0018773846841722908 -0.0039006214776799936 0.0047922838873764402 -0.0071531484906607722 0.00099419306770118883 -4.0138272348964088e-05
leaf_weight=7344.956635594368 70.497037053108215 77.063833236694336 123.96818053722382 34.412446856498718 283.64624166488647 45.606913566589355 76.782801032066345 67.166800260543823 45.513236165046692 1330.0665857791901 60.318971872329712
leaf_count=3876 15 29 47 31 110 33 53 12 41 511 22
internal_value=0 0.00173299 -2.72177e-05 -6.36417e-05 -0.0015686 -0.00533203 -0.000731823 0.00172917 1.18639e-05 0.000692019 -0.00310296
internal_weight=0 147.561 9412.44 9221.3 440.448 80.0194 360.429 191.135 8780.86 1435.9 105.832
internal_count=4780 44 4736 4677 227 64 163 59 4450 574 63
is_linear=0
shrinkage=0.06


Tree=280
num_leaves=12
num_cat=0
split_feature=88 73 108 79 93 87 79 137 8 24 96
split_gain=0.120954 0.525926 0.770833 0.518273 0.599772 0.541082 0.50384 0.861928 0.570368 0.460361 0.66254
threshold=0.00064626874518580746 0.00060774214216507982 0.0030382014811038975 0.015200819820165636 0.0033348383149132137 0.00062670491752214741 0.00043393640953581786 0.00040826165059115743 0.0044099434744566688 0.00073092587990686308 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 9 -9 -3 -11
right_child=1 6 3 -5 5 -7 -8 8 -10 10 -12
leaf_value=0.00022446792823771827 -0.0070176187544885357 0.00038746165070816663 -0.0043023748644247699 0.00344405538214988 0.0041339830333868826 -0.003562369211187038 -0.00020623793221941742 -0.0065796674345924124 0.0023036093831109942 0.0079274216467967555 0.0010600945917949647
leaf_weight=4538.0822623968124 92.136551260948181 111.56995749473572 177.89366114139557 78.267589569091797 80.394070029258728 55.503946542739868 4110.219437122345 60.037939667701721 45.794268369674683 125.26561427116394 84.834385752677917
leaf_count=2261 83 52 136 22 32 50 2013 46 17 32 36
internal_value=0 -0.000202913 -0.00208239 -0.00092109 -0.00201062 0.000990304 -2.32194e-06 0.00195782 -0.00273727 0.00350291 0.00515635
internal_weight=0 5021.92 484.196 392.059 313.792 135.898 4537.72 427.502 105.832 321.67 210.1
internal_count=4780 2519 323 240 218 82 2196 183 63 120 68
is_linear=0
shrinkage=0.06


Tree=281
num_leaves=12
num_cat=0
split_feature=18 23 108 80 22 145 95 140 86 110 63
split_gain=0.119111 0.390432 1.00213 0.370234 0.649872 0.633451 0.623054 0.477674 0.519309 0.687618 0.544688
threshold=0.00047558375808876013 0.036783467978239066 0.0034400182776153092 0.0010585968848317864 0.00082683752407319855 0.010500331409275534 0.00047558375808876013 0.0019672545604407792 0.0026833302108570938 0.0016846025246195497 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 7 -2 -7 -5 10 -10 -9
right_child=1 2 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=-0.00018243945022298631 -0.0010716799620357684 0.00091056288261608185 -0.0090629184181138869 0.0032265630041504521 -0.00064451845929297785 0.0082519362106386971 -0.00054694785429999055 0.00040579256309535754 -0.0087785458048275835 0.00024627676509494066 0.0029126971976936884
leaf_weight=5488.6330090761185 977.0989636182785 100.56284558773041 56.614025473594666 384.6774742603302 863.22922074794769 54.862254619598389 61.241696000099182 973.78277671337128 44.403157234191895 95.841497659683228 459.05276262760162
leaf_count=2802 573 34 51 104 430 9 39 473 40 54 171
internal_value=0 0.000245861 -0.00268529 0.000363629 0.000726883 -0.00057372 0.00361429 0.00133157 0.000868001 -0.00261531 0.0012091
internal_weight=0 4071.37 157.177 3914.19 2820.99 1093.2 116.104 1957.76 1573.08 140.245 1432.84
internal_count=4780 1978 85 1893 1272 621 48 842 738 94 644
is_linear=0
shrinkage=0.06


Tree=282
num_leaves=12
num_cat=0
split_feature=55 96 49 38 6 25 27 128 25 0 102
split_gain=0.121693 0.460749 0.366485 0.605174 0.318022 0.313803 0.536122 0.326326 0.310799 0.422528 0.361468
threshold=0.00075379351619631063 0.0070226341485977182 0.0063990866765379914 0.0022272822679951791 0.00068727668258361529 0.072653736919164671 0.0028552538715302949 0.05109804309904576 0.0095705352723598498 0.0051502294372767219 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -4 8 7 -7 -1 10 -10 -2
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=2.9088464011377803e-05 0.0025337423905198151 -0.0052068958197544549 0.00010826698013218099 0.0078747482554248037 0.0007948549867596692 -0.0071933529836207873 0.00059931753405239793 0.0033754477739400797 0.0011370958501417279 -0.003537488507438841 -0.0039256272358150681
leaf_weight=7972.3011084794998 36.913636922836304 72.248807907104492 98.061655521392822 57.082412481307983 533.70908319950104 57.817781805992126 70.403359651565552 106.20691764354706 261.63201785087585 94.73141872882843 198.89148342609406
leaf_count=4045 9 57 56 11 214 44 23 31 74 53 163
internal_value=0 -0.000565541 8.09969e-05 0.00296903 -0.000267264 2.63645e-05 -0.00291744 7.31238e-05 -0.0012245 -0.000106184 -0.00291381
internal_weight=0 1198.13 8361.87 155.144 1125.88 8206.73 128.221 8078.51 592.169 356.363 235.805
internal_count=4780 570 4210 67 513 4143 67 4076 299 127 172
is_linear=0
shrinkage=0.06


Tree=283
num_leaves=12
num_cat=0
split_feature=137 58 133 112 131 5 146 11 112 4 122
split_gain=0.118853 0.421185 0.422428 0.561991 0.498241 0.480825 0.482059 0.555029 0.478636 0.440459 0.381209
threshold=0.0010263677686452868 0.001792412775103003 0.015675474889576439 0.0019071503775194289 0.015200819820165636 0.0019672545604407792 0.0056525857653468856 0.011880517937242987 0.00244467705488205 0.0021592099219560628 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 9 -6 -3 -7
right_child=1 2 3 -5 8 10 -8 -9 -10 -11 -12
leaf_value=0.0001126885577700956 -0.0014726936783943608 0.00052955627963995392 -0.0038395048873411594 0.0030509464794553289 -0.0061581394484118727 -0.0021115764638859526 0.0035713330851962601 0.0045793908969224339 0.0031875855518870167 -0.005407066798398346 0.0021637738867281058
leaf_weight=7446.0019180774689 808.92903053760529 142.74584496021271 168.09030556678772 56.98873507976532 66.604735851287842 223.78160691261292 362.1011860370636 78.36126697063446 27.939328074455261 65.588334321975708 112.86739122867584
leaf_count=3773 373 72 111 19 60 145 116 14 9 51 37
internal_value=0 -0.000397069 0.000269705 -0.0020943 0.000762532 0.0011618 0.00211638 0.000278137 -0.00339587 -0.00134113 -0.000677975
internal_weight=0 2114 1305.07 225.079 1079.99 985.446 648.797 286.695 94.5441 208.334 336.649
internal_count=4780 1007 634 130 504 435 253 137 69 123 182
is_linear=0
shrinkage=0.06


Tree=284
num_leaves=12
num_cat=0
split_feature=46 109 60 21 108 83 89 1 81 92 75
split_gain=0.11937 0.311599 0.463735 0.208913 0.183596 0.441503 0.548833 0.575355 0.409904 0.352821 0.280085
threshold=0.21471316367387774 0.0092791137285530585 0.0019672545604407792 0.00017767510871635753 0.00017767510871635753 0.045367386192083366 0.0023699469165876512 0.0016331639490090313 0.004017772153019906 0.00099512818269431613 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 8 10 -8 -1
right_child=1 -3 -4 -5 -6 -7 9 -9 -10 -11 -12
leaf_value=6.2793029236712382e-05 0.0018583428678481089 -0.0027278313986859597 -0.00080899788092053118 0.006620865007103168 3.7962604679848321e-05 0.0033725958279656981 -0.0030987792666397891 -0.0081154279753251329 -0.0069418320828051163 0.0017343874914845954 -0.0058016284060521872
leaf_weight=191.87035012245178 60.318971872329712 59.021538138389587 107.22331917285919 73.827273845672607 8563.265909075737 74.937352776527405 73.63991904258728 66.604735851287842 47.82707142829895 206.95711803436279 34.506124258041382
leaf_count=92 22 37 40 18 4351 19 34 60 35 49 23
internal_value=0 0.00117689 0.00213243 0.00448237 -3.82285e-05 -0.000975059 -0.00149982 -0.00311743 -0.00190088 0.000465319 -0.000833276
internal_weight=0 300.391 241.37 134.146 9259.61 696.343 621.405 340.808 274.204 280.597 226.376
internal_count=4780 117 80 40 4663 312 293 210 150 83 115
is_linear=0
shrinkage=0.06


Tree=285
num_leaves=12
num_cat=0
split_feature=11 21 117 17 143 124 52 141 131 51 61
split_gain=0.130444 0.338529 0.436051 0.651477 0.54765 0.489056 0.454218 0.447246 0.814754 0.399676 0.492058
threshold=0.0012357163941487672 0.00040826165059115743 0.0023699469165876512 0.0013986918493174019 0.016668972559273246 0.036783467978239066 0.0017376682371832433 0.0011980500421486797 0.00017767510871635753 0.0038949446752667431 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 -5 8 -2 10 -3
right_child=1 9 3 6 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00030087480589972111 -0.0084891842968739233 0.00062342593671606435 -0.0066114354741021505 -0.0059560549610840957 -0.00029315620997132384 0.0017114606581049047 0.00023053865838269902 0.0012916416520624321 0.00045975973429836616 -0.00069418472223513577 -0.0029442697054129184
leaf_weight=3362.0637155771255 53.377466082572937 3060.2159237861633 201.11164128780365 47.733394026756287 102.78300344944 29.049407005310059 399.84386968612671 418.26087439060211 116.19762802124023 1623.6613881587982 145.70137214660645
leaf_count=1719 40 1439 165 43 36 10 150 110 40 921 107
internal_value=0 -0.000163277 -0.000996308 -0.00192573 -0.00393513 -0.00556069 -0.000430435 0.000237885 -0.00236046 7.27608e-05 0.000461196
internal_weight=0 6197.94 1368.36 780.521 332.944 230.161 447.577 587.836 169.575 4829.58 3205.92
internal_count=4780 3061 594 404 211 175 193 190 80 2467 1546
is_linear=0
shrinkage=0.06


Tree=286
num_leaves=12
num_cat=0
split_feature=86 76 40 102 96 4 95 0 116 145 24
split_gain=0.125729 0.367855 0.40887 0.335278 0.244833 0.488056 0.566613 0.727208 0.564943 0.377263 0.451379
threshold=0.0058306583669036635 0.000490355829242617 0.028884131461381916 0.00052132029668428015 0.0092791137285530585 0.0060143163427710542 0.0072436286136507997 0.035692447796463973 0.010829726699739696 0.0014427106943912806 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 7 8 -6 -8 -11
right_child=1 -3 3 -5 5 -7 9 -9 -10 10 -12
leaf_value=5.8415455467583919e-05 0.0011613216096535185 0.0041668209801542424 -0.00010236962899025017 -0.00731004185813924 -0.0045714878689032809 0.0020884815812573553 -0.0019780559157869231 0.0029758907274975875 -0.00066053417290916068 0.0079475076407375823 0.000331090652423071
leaf_weight=8056.3064475059509 310.66284561157227 100.56284558773041 51.438340425491333 42.276676774024963 356.89740121364594 160.88181746006012 73.546241641044617 80.487747430801392 211.9454482793808 48.108103632926941 66.885768055915833
leaf_count=4056 102 34 14 30 273 56 42 24 102 11 36
internal_value=0 0.000921289 0.000113342 -0.00335822 -5.14392e-05 -0.000937484 -0.00151869 -0.00235938 -0.00311468 0.00137636 0.00352158
internal_weight=0 504.941 404.378 93.715 9055.06 998.753 837.871 649.331 568.843 188.54 114.994
internal_count=4780 180 146 44 4600 544 488 399 375 89 47
is_linear=0
shrinkage=0.06


Tree=287
num_leaves=12
num_cat=0
split_feature=122 71 104 102 97 70 141 140 110 82 68
split_gain=0.118599 0.592988 0.510445 0.295083 0.481424 0.169336 0.159614 0.343826 0.776841 0.527681 0.401746
threshold=0.007706565549597145 0.02129978779703379 0.0079489401541650313 0.0016846025246195497 0.0036604277556762104 0.0041444667149335155 0.00017767510871635753 0.013860232196748258 0.024066280573606495 0.011519505176693203 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -3 7 10 9 -9 -1
right_child=1 5 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0017048232343486586 -0.0029446298600948237 -0.0058891461697835375 0.0057796000154502012 -0.0017316879558956786 0.0056160606372552728 -0.0001161336892605278 3.7444698025704975e-05 -0.0055567089279022625 0.0057980862897155797 0.0029297307745912711 0.0013607335980636655
leaf_weight=291.77745389938354 61.335373401641846 46.623315095901489 99.546444058418274 61.335373401641846 67.166800260543823 30.065808534622192 8346.439857840538 166.60551702976227 32.379643797874451 31.269564867019653 325.45453143119812
leaf_count=182 31 42 25 31 12 19 4091 142 13 12 180
internal_value=0 0.00105889 0.00230203 0.000476383 0.00211029 -0.00362895 -4.22212e-05 -0.000826719 -0.00280485 -0.00421482 -8.84556e-05
internal_weight=0 366.073 289.384 189.838 128.502 76.6891 9193.93 847.487 230.255 197.875 617.232
internal_count=4780 160 99 74 43 61 4620 529 167 154 362
is_linear=0
shrinkage=0.06


Tree=288
num_leaves=12
num_cat=0
split_feature=58 109 23 79 61 52 88 60 124 15 148
split_gain=0.124489 0.740159 0.38966 0.568299 0.603823 0.499614 0.555024 0.487075 0.498749 0.479586 0.396358
threshold=0.00060774214216507982 0.024810968898236755 0.0081988852471113222 0.00082683752407319855 0.00075379351619631063 0.0020292587578296666 0.0023699469165876512 0.00017767510871635753 0.0026012937305495147 0.0011261500185355546 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 6 -4 10 9 -9 -1
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0039847644296307902 -0.00011061533945326477 -0.0061305564735963103 0.0023067315608547856 0.0038551294177213411 -0.002244357593652475 0.0012261073205770848 0.0086551136070938846 0.0044516145006404731 -0.00034103524195049778 -0.0004964340761679486 -1.8374471977853922e-05
leaf_weight=169.10670709609985 7582.4338992834091 60.037939667701721 105.0031613111496 83.911661624908447 191.77667272090912 235.91284763813019 93.996049404144287 198.07648658752441 534.81916213035583 109.44347703456879 195.48161911964417
leaf_count=120 4001 46 38 19 100 67 20 41 215 42 71
internal_value=0 0.000423907 0.000629437 0.00174401 -0.000387123 0.0030947 0.00530819 -2.68798e-05 0.000766106 0.00269106 -0.00185869
internal_weight=0 1977.57 1917.53 710.6 275.688 434.912 198.999 1206.93 842.339 307.52 364.588
internal_count=4780 779 733 244 119 125 58 489 298 83 191
is_linear=0
shrinkage=0.06


Tree=289
num_leaves=12
num_cat=0
split_feature=89 108 141 117 4 43 126 27 46 52 116
split_gain=0.120753 0.330035 0.12794 0.683959 0.602288 0.569611 0.555723 0.687639 0.658703 0.580799 0.527932
threshold=0.034125410020351417 0.0005375427135732026 0.0023699469165876512 0.019431582652032379 0.0021592099219560628 0.0068083447404205808 0.00057154725072905432 0.0013560238294303419 0.0095705352723598498 0.0046923852059990176 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 10 -5 7 -6 -8 -9 -1
right_child=1 -3 -4 5 6 -7 8 9 -10 -11 -12
leaf_value=-5.5219994896232531e-05 0.0016057852654067367 -0.0062488814822539551 -0.00019085772065021578 -0.002472520621588118 0.0051561037062163011 0.0010621820707090309 -0.0026371380895542636 -0.0032144345423556742 0.0033946947601241704 0.0026266019718125056 0.0031328002105340796
leaf_weight=2677.6508800983429 38.023715853691101 38.852762579917908 4969.3830517530441 530.9128110408783 280.87806928157806 237.47726368904114 165.87014770507812 83.536952018737793 107.22331917285919 229.2523740530014 200.93833637237549
leaf_count=1442 10 35 2407 357 59 125 109 51 40 61 84
internal_value=0 -0.00236686 1.91772e-05 0.000250413 0.000584954 -0.0013801 0.00197144 0.00300172 -0.000268514 0.0010661 0.000167419
internal_weight=0 76.8765 9483.12 4513.74 3745.35 768.39 866.761 593.667 273.093 312.789 2878.59
internal_count=4780 45 4735 2328 1846 482 320 171 149 112 1526
is_linear=0
shrinkage=0.06


Tree=290
num_leaves=12
num_cat=0
split_feature=58 79 86 35 47 60 29 44 54 116 81
split_gain=0.108629 0.400879 1.0053 0.46819 1.03777 0.482885 0.472861 0.468572 0.434882 0.410246 0.340707
threshold=0.00060774214216507982 0.00082683752407319855 0.00037263428384903824 0.00087947337306104611 0.0011980500421486797 0.00046126570669002836 0.0036604277556762104 0.015675474889576439 0.0005893622583243997 0.00057154725072905432 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 5 10 7 -6 -1 -7 -3 -5
right_child=-2 2 -4 4 6 8 -8 -9 -10 -11 -12
leaf_value=-0.0036509512749359333 -0.00010332149404665304 -0.00043640732080907525 0.00092255745348735591 -0.0048900349757765279 0.0090000925265195288 0.0046872954619923152 0.0031787089651711983 0.0030340003410448792 -0.00067362564660698385 -0.0043423927173177161 0.0014211484631496015
leaf_weight=150.14168787002563 7582.4338992834091 164.11837685108185 826.79802072048187 50.140906691551208 92.88597047328949 113.05474603176117 109.63083183765411 50.328261494636536 105.0031613111496 235.99247515201569 79.471345901489258
leaf_count=111 4001 67 284 29 19 21 26 13 38 156 15
internal_value=0 0.000395992 -0.000272216 0.00148803 0.00316976 0.000153033 0.00585186 -0.00197201 0.00210668 -0.00274074 -0.00102224
internal_weight=0 1977.57 1226.91 750.657 332.129 418.528 202.517 200.47 218.058 400.111 129.612
internal_count=4780 779 507 272 89 183 45 124 59 223 44
is_linear=0
shrinkage=0.06


Tree=291
num_leaves=12
num_cat=0
split_feature=34 83 50 133 137 1 96 121 34 58 24
split_gain=0.120468 0.308243 0.324421 0.297725 0.273142 0.332322 0.391186 0.42798 0.295398 0.275574 0.259194
threshold=0.02636832278221846 0.045367386192083366 0.018276390619575981 0.002945306478068233 0.00037263428384903824 0.00062670491752214741 0.0020932231564074759 0.012636432424187662 0.032603342086076743 0.0031340263085439806 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 10 8 -8 -6 -7
right_child=1 3 -4 -5 9 6 7 -9 -10 -11 -12
leaf_value=-7.3834723930653526e-05 0.00038027607087557752 0.00033342383132336996 -0.0029019590417218816 -0.0054253713980968706 -0.0032087824929275008 0.0079377043973291057 0.0017181191273159839 0.0054784402931646959 -0.0053483587642171298 0.00096007536755375958 0.0031775890038177033
leaf_weight=8535.0595986843109 212.96184980869293 76.970155835151672 70.028650045394897 55.597623944282532 75.579044699668884 78.36126697063446 46.90434730052948 50.328261494636536 38.852762579917908 232.20790123939514 87.148221015930176
leaf_count=4269 111 37 55 42 60 14 18 13 35 96 30
internal_value=0 0.00061457 0.00101565 -0.00208403 0.00134958 0.00219517 0.00347615 0.00109185 -0.00148589 -6.43239e-05 0.00543472
internal_weight=0 1024.94 892.372 132.568 822.344 514.557 301.595 136.085 85.7571 307.787 165.509
internal_count=4780 511 432 79 377 221 110 66 53 156 44
is_linear=0
shrinkage=0.06


Tree=292
num_leaves=12
num_cat=0
split_feature=112 85 136 38 45 107 78 33 10 25 92
split_gain=0.124141 0.322343 0.513296 0.436699 0.381551 0.429077 0.428123 0.345833 0.220314 0.211024 0.205976
threshold=0.0033348383149132137 0.00017767510871635753 0.00068727668258361529 0.0005893622583243997 0.0087224207818508166 0.0079489401541650313 0.0015833032084628942 0.0013146653072908523 0.0035485138650983576 0.00090704852482303988 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 3 7 6 -6 -2 -3 -4 -10 -1
right_child=1 2 8 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00032592488138105365 -0.00022358075081759521 0.0044889016864886801 -0.0049673486739260529 0.0049333068087400135 0.006561324438469348 -0.00012159734804265211 -0.0049227747146624781 -0.001273391554060106 0.0031067693240143723 -0.0024888814711104637 0.0002694901335886531
leaf_weight=4936.9893580675125 243.85670506954193 56.98873507976532 42.276676774024963 186.69466507434845 50.328261494636536 110.08516895771027 97.686945915222168 109.1624448299408 46.90434730052948 50.047229290008545 3628.9791457653046
leaf_count=2491 155 19 30 55 13 83 88 66 18 37 1725
internal_value=0 0.000634644 0.00172575 0.00294279 -0.000435108 0.00197789 -0.00156867 0.000704547 -0.00135851 0.000218659 -7.36767e-05
internal_weight=0 994.031 492.074 352.846 501.957 160.413 341.544 166.151 139.228 96.9516 8565.97
internal_count=4780 564 225 140 339 96 243 85 85 55 4216
is_linear=0
shrinkage=0.06


Tree=293
num_leaves=12
num_cat=0
split_feature=94 98 142 23 101 92 5 33 82 92 7
split_gain=0.122974 0.383683 0.301564 0.177317 0.14871 1.03653 0.754205 0.431984 0.410623 0.231929 0.516651
threshold=0.055838862434029586 0.0022975050378590827 0.00244467705488205 0.0031340263085439806 0.05109804309904576 0.00017767510871635753 0.0016846025246195497 0.001792412775103003 0.001792412775103003 0.00017767510871635753 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 9 -6 7 -7 -8 10 -1
right_child=1 2 -4 -5 5 6 8 -9 -10 -11 -12
leaf_value=-0.00013475332414765155 0.0004680477752969302 0.0011680543563018788 -0.0064301108841607023 0.0043084951357076273 0.0034368660112067948 -0.01192088063275042 0.0011524698534108064 -0.0036491920010558727 -0.0048572171099414089 0.00017892901019116121 -0.0027705019679246062
leaf_weight=1678.9920297861099 71.513438582420349 41.26027524471283 34.412446856498718 109.63083183765411 120.73162114620209 44.403157234191895 115.1812264919281 46.716992497444153 63.368176460266113 6915.3701392412186 318.41934823989868
leaf_count=890 24 21 31 26 36 40 31 34 49 3392 206
internal_value=0 0.00129491 -0.00229117 0.00279343 -3.57769e-05 -0.00118181 -0.00325011 -0.00768866 -0.000981926 1.44349e-05 -0.000555052
internal_weight=0 256.817 75.6727 181.144 9303.18 390.401 269.67 91.1201 178.549 8912.78 1997.41
internal_count=4780 102 52 50 4678 190 154 74 80 4488 1096
is_linear=0
shrinkage=0.06


Tree=294
num_leaves=12
num_cat=0
split_feature=100 76 109 58 77 95 82 32 92 143 95
split_gain=0.113446 0.287283 0.211612 0.895841 0.454272 0.490568 0.497594 0.355588 0.320583 0.341856 0.232145
threshold=0.034632634371519096 0.00017767510871635753 0.029773407615721229 0.001792412775103003 0.0013146653072908523 0.0014881226234138014 0.0013986918493174019 0.002945306478068233 0.00017767510871635753 0.0070226341485977182 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 8 -6 -7 -4 -5 -10 -11
right_child=1 -3 3 4 5 6 -8 -9 9 10 -12
leaf_value=3.6564816513465297e-05 0.0022551185325374958 -0.0012336308430019086 -0.0078465607179631913 -0.0023681855277597639 -0.006303700833161026 0.0022856752919918678 -0.0060834888184664532 0.00019827539401600866 -0.0019161548307141496 0.0055427772996009036 0.0014647197209079514
leaf_weight=8556.713162779808 241.18221008777618 131.08299124240875 85.476077675819397 66.792090654373169 71.138728976249695 90.572135210037231 35.522525787353516 25.719170212745667 54.487545013427734 97.326286196708679 103.98675978183746
leaf_count=4240 96 110 77 44 56 25 32 7 41 23 29
internal_value=0 0.00102665 -4.16367e-05 -0.00110189 -5.59132e-05 -0.00232363 -7.49808e-05 -0.0059873 0.00133086 0.00229727 0.00343806
internal_weight=0 372.265 9187.73 631.021 519.826 197.233 126.095 111.195 322.593 255.801 201.313
internal_count=4780 206 4574 334 250 113 57 84 137 93 52
is_linear=0
shrinkage=0.06


Tree=295
num_leaves=12
num_cat=0
split_feature=11 35 4 52 102 102 101 81 21 5 96
split_gain=0.117595 0.326661 0.721611 0.411901 0.333496 1.02891 0.602266 0.589539 0.502976 0.452504 0.731498
threshold=0.0012357163941487672 0.011169348377734424 0.00077738583786413084 0.00899649551138282 0.00073092587990686308 0.0012357163941487672 0.0042751494329422721 0.00017767510871635753 0.0022975050378590827 0.0026833302108570938 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 7 6 -6 -2 -8 10 -9
right_child=1 2 3 -5 5 -7 8 9 -10 -11 -12
leaf_value=0.00028567776066905348 -0.0051855990766559992 -0.0052791199955223413 0.00014067941783156457 -0.0058270319374140638 -0.0045237023971155116 8.9280774394839336e-05 0.00065987401422634489 0.00065854043173979213 -0.00614740767232281 0.0024950452399314063 -0.0051817671514219864
leaf_weight=3362.0637155771255 60.037939667701721 137.8371422290802 467.55868446826935 45.606913566589355 301.2997772693634 3152.994166970253 213.33655941486359 1238.0096620321274 47.733394026756287 451.28221011161804 82.239518284797668
leaf_count=1719 46 108 211 33 231 1563 79 517 43 164 66
internal_value=0 -0.000155021 -0.0014264 -0.000390725 -5.7857e-06 -0.000332433 -0.00269642 0.000656805 -0.00058663 0.000855088 0.000294377
internal_weight=0 6197.94 651.003 513.166 5546.93 3715.36 562.37 1831.57 261.07 1771.53 1320.25
internal_count=4780 3061 352 244 2709 1916 353 793 122 747 583
is_linear=0
shrinkage=0.06


Tree=296
num_leaves=12
num_cat=0
split_feature=44 26 135 143 116 129 128 78 106 54 58
split_gain=0.11422 0.389744 0.412528 0.304722 0.454774 0.385561 0.472482 0.465538 0.439037 0.40211 0.36087
threshold=0.001792412775103003 0.0012357163941487672 0.02129978779703379 0.0025217677466571335 0.0092791137285530585 0.0033348383149132137 0.0010918468469753864 0.0011980500421486797 0.016668972559273246 0.00046126570669002836 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -2 9 -9 -8
right_child=3 -3 -4 -5 -6 -7 10 8 -10 -11 -12
leaf_value=-0.00023223873356696732 -0.0011509827500289197 -0.0044459168416179353 0.0050644573566209373 -6.7817702547708788e-05 -0.0022376656076484877 -0.00047940063269228512 0.0066054508122147014 0.003462444048043932 0.0065277005959123247 -0.0014166333753800695 0.0023442968014908867
leaf_weight=3895.0374294519424 221.18673944473267 77.799202561378479 53.564820885658264 4250.1830598115921 140.15097749233246 296.49880182743073 112.96106863021851 132.01976525783539 72.623517513275146 112.58635902404785 195.3879417181015
leaf_count=1900 175 62 24 2131 102 162 29 30 25 61 79
internal_value=0 -0.000243177 -0.00016026 0.000176857 0.00098707 0.00138255 0.00203449 0.000961609 0.0024345 0.00121706 0.00390697
internal_weight=0 4026.4 3948.6 5533.6 1283.42 1143.26 846.765 538.416 317.23 244.606 308.349
internal_count=4780 1986 1924 2794 663 561 399 291 116 91 108
is_linear=0
shrinkage=0.06


Tree=297
num_leaves=12
num_cat=0
split_feature=123 94 59 115 101 131 133 10 54 110 23
split_gain=0.115639 0.459557 0.542659 0.706979 0.598741 0.508771 0.422957 0.555465 0.548797 0.416173 0.450737
threshold=0.00017767510871635753 0.00017767510871635753 0.00080172589514404546 0.0020292587578296666 0.00040826165059115743 0.00082683752407319855 0.0079489401541650313 0.037906534969806678 0.0098710241727530974 0.00039601318712811922 0.045367386192083366
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 -5 -6 7 -3 -8 -1 -11
right_child=1 6 3 4 5 -7 8 -9 -10 10 -12
leaf_value=0.00036394852642232913 -0.0014547852676109979 -0.00067094371538630089 0.006757082527903093 0.0036084422556086852 0.00075458999750295541 -0.0084720547318030397 0.0013387636317995035 0.0034544171045429923 -0.0032133319499873243 -0.00044478914745449551 -0.0030915970947534444
leaf_weight=2646.5967698097229 124.70354986190796 2249.9754096269608 126.37569320201874 146.54446876049042 60.412649273872375 33.302367925643921 1074.1723173856735 123.87450313568115 104.53477430343628 2615.4724100828171 254.03477025032043
leaf_count=1220 80 1178 33 35 14 30 426 55 78 1483 148
internal_value=0 0.000243678 0.00196337 0.00312607 0.00121415 -0.00252971 5.78613e-06 -0.000455534 0.000934818 -0.00017871 -0.000679208
internal_weight=0 4043.9 491.339 366.635 240.259 93.715 3552.56 2373.85 1178.71 5516.1 2869.51
internal_count=4780 1929 192 112 79 44 1737 1233 504 2851 1631
is_linear=0
shrinkage=0.06


Tree=298
num_leaves=12
num_cat=0
split_feature=34 62 83 50 66 146 0 33 140 112 104
split_gain=0.116536 0.231824 0.282199 0.320232 0.280267 0.259082 0.368968 0.20371 0.612717 0.42393 0.418162
threshold=0.02636832278221846 0.010500331409275534 0.045367386192083366 0.018276390619575981 0.00050559637020342063 0.0046923852059990176 0.0051502294372767219 0.0098710241727530974 0.013860232196748258 0.00037263428384903824 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -4 6 -2 -1 -9 10 -10
right_child=1 -3 4 -5 -6 -7 -8 8 9 -11 -12
leaf_value=4.0247198842970934e-05 0.0056270446955289342 -0.0037458251441285506 -0.0041339388388132595 -0.002909313148797027 0.0014819465647273914 0.00095805292285862668 -0.00035938190324794587 3.7124958809508832e-05 -0.0039894505570836737 -0.0051135092513144775 0.0027407780627350629
leaf_weight=7432.8823755979538 110.64723336696625 42.1829993724823 76.689123630523682 63.368176460266113 54.768577218055725 621.59267354011536 55.691301345825195 799.2989798784256 65.682011723518372 170.12310862541199 67.07312285900116
leaf_count=3648 35 38 61 49 17 277 34 429 43 129 20
internal_value=0 0.000604446 0.000791535 0.00119109 -0.00179487 0.00152119 0.00362374 -7.26326e-05 -0.000833808 -0.00313146 -0.00058957
internal_weight=0 1024.94 982.757 851.299 131.458 787.931 166.339 8535.06 1102.18 302.878 132.755
internal_count=4780 511 473 395 78 346 69 4269 621 192 63
is_linear=0
shrinkage=0.06


Tree=299
num_leaves=12
num_cat=0
split_feature=112 109 81 112 85 126 4 93 114 127 80
split_gain=0.12108 0.250058 0.337708 0.325672 0.322846 0.494542 0.355919 0.262631 0.286489 0.247768 0.239244
threshold=0.0033348383149132137 0.0034400182776153092 0.0031340263085439806 0.0062037324532866487 0.00017767510871635753 0.0010918468469753864 0.0013986918493174019 0.0048403022810816774 0.000490355829242617 0.0036604277556762104 0.052634395658969886
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 7 4 5 -4 -6 -3 -9 -5 -1
right_child=1 2 3 9 6 -7 -8 8 -10 -11 -12
leaf_value=-0.00013005166219867562 -0.0012612997300621303 0.0066437225392921373 -0.0055254058942469046 -0.0026491265094208201 0.0055770362722384198 0.0038767785950083477 0.00062726336912775611 -0.0012903472058766253 0.003542197828169611 0.0014005076662293879 0.0016828245139266624
leaf_weight=8295.4558545351028 201.29899609088898 53.658498287200928 47.733394026756287 167.71559596061707 95.106128334999084 34.693479061126709 116.10395061969757 66.604735851287842 130.72233152389526 80.394070029258728 270.51264929771423
leaf_count=4134 149 16 43 143 21 7 48 60 45 32 82
internal_value=0 0.000626751 0.00110628 0.0002632 0.00161521 -0.00156812 0.00285769 0.00292523 0.00191122 -0.0013369 -7.27822e-05
internal_weight=0 994.031 792.732 541.747 293.637 82.4269 211.21 250.986 197.327 248.11 8565.97
internal_count=4780 564 415 294 119 50 69 121 105 175 4216
is_linear=0
shrinkage=0.06


Tree=300
num_leaves=12
num_cat=0
split_feature=85 141 55 89 35 9 3 134 111 54 44
split_gain=0.11832 0.350572 0.225746 0.385057 0.354345 0.467763 0.404029 0.378736 0.42212 0.34486 0.302007
threshold=0.029773407615721229 0.0011980500421486797 0.00075379351619631063 0.01884530205279589 0.0081988852471113222 0.0012357163941487672 0.00899649551138282 0.0015349716995842757 0.00060774214216507982 0.0020292587578296666 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 10 7 8 9 -4 -6
right_child=1 -3 4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=9.1051944735689316e-05 -0.0023717562101285526 0.0021606687050921948 0.00094090256295661814 -0.0058055656411809247 -0.001551506916700595 0.0015623302322271676 0.0012366467159076239 0.0020700811572075166 -0.008015586670188252 -0.0042872503956913896 -0.0057480603422303891
leaf_weight=8188.0451805591583 80.206715226173401 261.44466304779053 92.698615670204163 39.962841510772705 116.01027321815491 77.063833236694336 365.33774542808533 71.607115983963013 46.623315095901489 88.899991869926453 132.09939277172089
leaf_count=4110 48 90 35 36 56 29 127 16 42 72 119
internal_value=0 0.00109625 -4.06717e-05 6.23423e-05 -0.000896459 -0.00251936 -0.000102829 -0.00173483 -0.00292905 -0.00161944 -0.00378727
internal_weight=0 341.651 9218.35 8228.01 990.34 325.173 665.167 299.829 228.222 181.599 248.11
internal_count=4780 138 4642 4146 496 204 292 165 149 107 175
is_linear=0
shrinkage=0.06


Tree=301
num_leaves=12
num_cat=0
split_feature=104 47 71 8 0 54 107 10 74 105 140
split_gain=0.109694 0.317127 0.491555 0.465138 0.448704 0.563938 0.36269 0.442541 0.361879 0.442012 0.444968
threshold=0.00060774214216507982 0.00073092587990686308 0.0022975050378590827 0.0018488886416889729 0.00017767510871635753 0.00073092587990686308 0.0019071503775194289 0.00068727668258361529 0.0036604277556762104 0.00017767510871635753 0.076978169381618514
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 -4 9 -7 -11
right_child=1 4 6 -5 -6 8 -8 -9 -10 10 -12
leaf_value=-0.00039891879597658857 -0.0026834958223827862 0.0054980668581692772 0.00096128359600995055 0.0030252706250108743 6.0447437408208807e-05 -0.0026077674213977288 1.2278326329312576e-05 -0.0067303638848192045 0.0058896311659908003 0.00016890476498906116 0.0056173579144406438
leaf_weight=1970.3432463407516 88.070945143699646 118.51146328449249 34.599801659584045 123.04545640945435 6577.8499447107315 129.97291231155396 77.063833236694336 120.99860346317291 45.887945771217346 199.82825744152069 73.827273845672607
leaf_count=821 47 34 15 30 3476 109 29 109 9 83 18
internal_value=0 0.000103516 -0.00145263 0.000643615 0.000200176 0.00181795 -0.00335421 -0.00502048 0.000846715 0.000272076 0.00164031
internal_weight=0 7589.66 443.779 211.116 7145.88 568.028 232.662 155.598 449.516 403.628 273.656
internal_count=4780 3959 230 77 3729 253 153 124 219 210 101
is_linear=0
shrinkage=0.06


Tree=302
num_leaves=12
num_cat=0
split_feature=112 122 80 18 87 112 135 63 80 47 71
split_gain=0.10537 0.332252 0.355703 0.326698 0.2693 0.298212 0.241324 0.199359 0.191231 0.44023 0.241949
threshold=0.0033348383149132137 0.0060143163427710542 0.029773407615721229 0.00066645268816500913 0.0020292587578296666 0.0048403022810816774 0.00017767510871635753 0.0046923852059990176 0.052634395658969886 0.011519505176693203 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 -6 -7 -5 10 -10 -1
right_child=1 -3 -4 7 5 6 -8 -9 9 -11 -12
leaf_value=0.00024364154955180335 0.00038908039982431811 0.0047718206539516164 -0.0043560554397188986 -0.000279027873894294 0.0056084101443276873 0.0044433309715678718 -0.00081319640205503615 -0.0042374660715538207 0.0028733693334966766 -0.0027657250011386427 -0.00040855212751348519
leaf_weight=3681.7289698123932 406.49029338359833 63.742886066436768 55.503946542739868 181.69228494167328 91.682214140892029 50.328261494636536 83.443274617195129 61.148018598556519 204.7369601726532 65.775689125061035 4613.7268847227097
leaf_count=1627 253 17 50 99 26 13 59 47 47 35 2507
internal_value=0 0.000584684 0.000297301 0.000593015 0.00131175 0.00297439 0.00116629 -0.00127711 -6.78916e-05 0.0015017 -0.000119093
internal_weight=0 994.031 930.288 874.784 631.944 225.454 133.772 242.84 8565.97 270.513 8295.46
internal_count=4780 564 547 497 351 98 72 146 4216 82 4134
is_linear=0
shrinkage=0.06


Tree=303
num_leaves=12
num_cat=0
split_feature=94 65 94 35 33 148 103 5 0 50 51
split_gain=0.123548 0.380801 0.541692 0.643483 0.449566 0.48687 0.687318 0.448082 0.42447 0.481494 0.638526
threshold=0.0019672545604407792 0.0030382014811038975 0.00043393640953581786 0.013439828064292671 0.0015349716995842757 0.010180860292166473 0.00017767510871635753 0.000490355829242617 0.0087224207818508166 0.00017767510871635753 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -3 7 -7 -6 9 -4 -11
right_child=-2 4 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=0.00035628415033254996 0.00020267618181800834 -0.00036785081894096633 0.0017704630152860681 -0.0059508645075005469 -0.0036159218179162653 0.0010458683224603296 0.0093288156146057229 0.0024335845103155137 0.0010634566548609569 -0.0020453412219385409 0.0018485607906607755
leaf_weight=1584.5416432619095 5076.5126935243607 416.30769884586334 168.55869257450104 94.356709122657776 61.241696000099182 71.513438582420349 72.71719491481781 156.53517913818359 335.91362881660461 1351.1159358024597 170.68517303466797
leaf_count=813 2455 181 71 85 39 24 17 44 149 821 81
internal_value=0 -0.000229541 -0.000482979 -0.00111007 0.000976855 0.00252294 0.00522548 0.000731506 -0.000884364 -0.00127148 -0.00160851
internal_weight=0 4483.49 3705.17 2120.63 778.315 362.008 144.231 217.777 2026.27 1690.36 1521.8
internal_count=4780 2325 2020 1207 305 124 41 83 1122 973 902
is_linear=0
shrinkage=0.06


Tree=304
num_leaves=12
num_cat=0
split_feature=59 4 3 50 35 42 52 82 102 109 14
split_gain=0.111494 0.369148 0.527265 0.589294 0.444236 0.398429 0.326017 0.475543 0.40485 0.614149 0.65963
threshold=0.0030382014811038975 0.00017767510871635753 0.011519505176693203 0.00066645268816500913 0.0081988852471113222 0.0023699469165876512 0.0013146653072908523 0.00096484774257987748 0.00073092587990686308 0.029773407615721229 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -3 9 10 -8
right_child=1 6 -4 4 -6 -7 8 -9 -10 -11 -12
leaf_value=0.00022103207019546226 -0.0080250579044054884 -0.0050856566946525586 0.0051132372176785649 -0.0056307110798004467 0.0030390889416977338 -0.00035839981777317337 0.0016286329937454703 -0.00026328301938716468 -0.00030856343911655733 -0.0040370312128674233 -0.0031908525040323494
leaf_weight=4417.9782832860947 62.164420127868652 110.08516895771027 33.583400130271912 97.780623316764832 59.208892941474915 109.1624448299408 1233.39604139328 221.84248125553131 3018.7682937383652 84.64703094959259 111.38260269165039
leaf_count=2363 56 83 6 80 21 66 432 119 1434 52 68
internal_value=0 -0.00018995 -0.00203728 -0.00277004 -0.00154009 -0.00285108 -5.00497e-05 -0.00186369 8.53246e-05 0.00091713 0.00122925
internal_weight=0 5142.02 361.9 328.316 266.152 206.943 4780.12 331.928 4448.19 1429.43 1344.78
internal_count=4780 2417 229 223 167 146 2188 202 1986 552 500
is_linear=0
shrinkage=0.06


Tree=305
num_leaves=12
num_cat=0
split_feature=145 4 87 106 34 95 79 2 121 49 10
split_gain=0.112099 0.338815 0.276689 0.284514 0.269025 0.127037 0.384728 0.173279 0.653298 0.238829 0.204726
threshold=0.033603202551603324 0.0010585968848317864 0.0020292587578296666 0.011519505176693203 0.013032016810029747 0.072653736919164671 0.0019672545604407792 0.0070226341485977182 0.0063990866765379914 0.0005893622583243997 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 7 -7 10 9 -9 -1
right_child=1 4 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-4.2471889941899735e-05 -0.0014187747848952916 -0.0067954752143929162 -0.0033664851397689358 0.003428970179892364 0.00063266316763729109 -0.004360175295962037 0.0012828091586350994 -0.0054517274425062859 0.0046987120333360647 0.00077496764505641464 0.00119485894598305
leaf_weight=8347.3625819683075 78.909281492233276 55.503946542739868 63.27449905872345 97.138931393623352 25.625492811203003 87.789912939071655 86.038142085075378 41.072920441627502 118.51146328449249 48.014426231384277 510.75808537006378
leaf_count=4108 63 50 57 39 15 71 29 37 34 19 258
internal_value=0 -0.00110308 3.33457e-05 0.00125652 -0.00445134 3.82373e-05 -0.00156799 6.90523e-05 0.00178212 -0.00209869 2.88851e-05
internal_weight=0 320.452 239.323 176.048 81.1294 9239.55 173.828 9065.72 207.599 89.0873 8858.12
internal_count=4780 224 159 102 65 4556 100 4456 90 56 4366
is_linear=0
shrinkage=0.06


Tree=306
num_leaves=12
num_cat=0
split_feature=12 73 46 35 143 46 17 72 88 8 60
split_gain=0.118998 0.40227 0.345192 0.318857 0.245878 0.244096 0.408354 0.445435 0.487737 0.421728 0.569567
threshold=0.024810968898236755 0.010829726699739696 0.0070226341485977182 0.002945306478068233 0.0056525857653468856 0.0045489775948226461 0.0013986918493174019 0.000490355829242617 0.00055427959887310873 0.033603202551603324 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 -1 9 8 -8 10 -7
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.0002333292487469688 -5.7856575709440721e-05 0.001403714855779746 0.0019512172699542795 -0.0024226497385213016 0.0042367733945247758 -0.0019181407840648717 0.00091693940426944732 -0.00019674878811874557 0.006756027234037159 0.00337816641231601 0.0008593303027618856
leaf_weight=4682.5798782110214 70.309682250022888 113.97747015953064 185.58458614349365 250.70453345775604 151.07846188545227 1252.7732480764389 208.80256628990173 2167.0941994190216 68.276879191398621 71.513438582420349 337.3047399520874
leaf_count=2375 31 38 54 145 31 789 83 1071 13 24 126
internal_value=0 0.000714303 -0.000154748 -0.0012267 0.00287345 -6.27645e-05 -0.000400454 9.29169e-05 0.0023577 -0.00112616 -0.00132894
internal_weight=0 771.655 550.267 364.682 221.388 8788.34 4105.77 2444.17 277.079 1661.59 1590.08
internal_count=4780 299 237 183 62 4481 2106 1167 96 939 915
is_linear=0
shrinkage=0.06


Tree=307
num_leaves=12
num_cat=0
split_feature=94 98 1 10 121 136 134 94 75 86 43
split_gain=0.115623 0.333082 0.252279 0.237298 0.128547 0.586129 0.427959 0.535008 0.46047 0.40974 0.404929
threshold=0.055838862434029586 0.0022975050378590827 0.0053125319536775359 0.0011615398107096555 0.012636432424187662 0.00017767510871635753 0.000490355829242617 0.00093549740267917525 0.00017767510871635753 0.00066645268816500913 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 -6 7 -7 -8 10 -9
right_child=1 2 -4 -5 5 6 8 9 -10 -11 -12
leaf_value=-0.00011295896164742169 3.0202693556224194e-05 -0.0046498832715181505 0.0025824544709145275 0.0044497331833764087 -0.00091191455375661402 -0.0017225318291772906 0.0030663570787064021 0.0047301620177165405 -0.0051308895252879013 0.0071090601604653298 -4.0196539697838773e-06
leaf_weight=8283.3386636972427 73.733596444129944 48.843472957611084 26.829249143600464 107.41067397594452 484.19581854343414 77.892879962921143 43.574110507965088 139.79031777381897 56.614025473594666 96.216207265853882 121.56066787242889
leaf_count=4115 26 44 8 24 323 54 15 37 51 22 61
internal_value=0 0.0012556 -0.00208568 0.0026518 -3.46986e-05 0.000600894 0.0019683 0.00278168 -0.00156622 0.00376309 0.00252902
internal_weight=0 256.817 75.6727 181.144 9303.18 1019.84 535.648 435.46 100.188 357.567 261.351
internal_count=4780 102 52 50 4678 563 240 174 66 120 98
is_linear=0
shrinkage=0.06


Tree=308
num_leaves=12
num_cat=0
split_feature=85 34 114 55 123 35 115 29 142 115 25
split_gain=0.103094 0.247622 0.423597 0.194952 0.452493 0.253566 0.276809 0.407976 0.253951 0.305075 0.245246
threshold=0.029773407615721229 0.0046923852059990176 0.013860232196748258 0.00075379351619631063 0.0036604277556762104 0.020035739988088611 0.059226244688034065 0.015675474889576439 0.0056525857653468856 0.015675474889576439 0.072653736919164671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 10 5 6 7 8 9 -5 -1
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=9.8642432653013996e-05 0.0035165782270867949 -0.0024689845512005726 -0.0013292380004796243 -0.00043663966610543145 0.00061087634746148168 -0.0055797548356791155 0.0010760180908093743 0.0011033450160605079 -0.0061938169512450276 -0.0052977116834633147 -0.0025678902815650198
leaf_weight=8102.0070384740829 180.03419148921967 60.131617069244385 101.48556971549988 123.68714833259583 436.66382920742035 62.164420127868652 113.97747015953064 95.012450933456421 84.459676146507263 74.375288367271423 126.00098359584808
leaf_count=4081 49 38 51 71 167 56 38 29 68 67 65
internal_value=0 0.0010233 0.00176985 -3.79531e-05 -0.000833232 -0.00197205 -0.00151472 -0.00229694 -0.00344045 -0.00226379 5.77773e-05
internal_weight=0 341.651 281.52 9218.35 990.34 553.676 491.512 377.535 282.522 198.062 8228.01
internal_count=4780 138 100 4642 496 329 273 235 206 138 4146
is_linear=0
shrinkage=0.06


Tree=309
num_leaves=12
num_cat=0
split_feature=107 10 107 10 24 14 65 109 113 148 92
split_gain=0.119839 0.549671 0.458797 0.630794 0.495195 0.765989 0.414969 0.428024 0.407542 0.40313 0.473434
threshold=0.0016331639490090313 0.0066005610860884198 0.00087947337306104611 0.0026833302108570938 0.0054799309000372895 0.0011980500421486797 0.0026012937305495147 0.0030382014811038975 0.0010585968848317864 0.017188700847327713 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 -5 7 -3 -7 10 -4
right_child=-2 6 3 4 -6 8 -8 -9 -10 -11 -12
leaf_value=-2.4390824546393737e-06 -0.00018686166990728625 -0.00044719066261824584 -0.0019877219525324349 0.0038448031576475807 0.0053206925651482937 -0.0070516349846123918 0.0020199507352525537 -0.0043009513613998527 0.0010645892539170594 -0.0028979744885967219 0.0017357220705305919
leaf_weight=2354.2713013887405 5390.355898976326 202.87746202945709 156.16046953201294 160.88181746006012 211.39743375778198 45.513236165046692 92.698615670204163 212.30610799789429 43.480433106422424 113.60276055335999 576.45414698123932
leaf_count=989 2956 110 76 56 53 41 35 167 23 70 204
internal_value=0 0.000241506 0.000498077 0.00139924 0.00318398 0.0013749 -0.00160807 -0.00241839 -0.00308947 0.000426114 0.000941888
internal_weight=0 4169.64 3661.76 1307.49 461.273 249.875 507.882 415.184 88.9937 846.217 732.615
internal_count=4780 1824 1512 523 173 120 312 277 64 350 280
is_linear=0
shrinkage=0.06


Tree=310
num_leaves=12
num_cat=0
split_feature=12 143 12 61 35 25 30 114 49 20 108
split_gain=0.107217 0.430547 0.255188 0.443701 0.381795 0.372304 0.323731 0.382508 0.274822 0.498932 0.27116
threshold=0.024810968898236755 0.0049928687512874612 0.015200819820165636 0.010500331409275534 0.0014427106943912806 0.030689206905663017 0.0095705352723598498 0.013860232196748258 0.0010585968848317864 0.0014881226234138014 0.017724351026117805
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 10 7 -1 -8 -10 -6
right_child=1 -3 3 -5 5 -7 8 -9 9 -11 -12
leaf_value=-2.8616971104823662e-05 -0.00061719020167596151 0.00222849262074587 0.0028486642914553632 0.0040267129868995629 -0.0032198891315352108 -0.0093130497941716055 0.0019663658370384341 -0.0028335020246486632 -0.0066142187710512322 0.0025500673002132272 0.002864766763498033
leaf_weight=7695.4090178012848 420.46698236465454 351.18775153160095 42.464031577110291 43.574110507965088 205.83298921585083 32.192288994789124 473.95217573642731 179.00374007225037 39.962841510772705 45.794268369674683 30.159485936164856
leaf_count=3933 209 90 14 15 145 29 144 137 36 17 11
internal_value=0 0.000678029 -5.95697e-05 -0.00163698 -0.00243246 -0.00326942 6.69844e-06 -9.24137e-05 0.00140085 -0.00172322 -0.0024414
internal_weight=0 771.655 8788.34 354.223 310.649 268.185 8434.12 7874.41 559.709 85.7571 235.992
internal_count=4780 299 4481 214 199 185 4267 4070 197 53 156
is_linear=0
shrinkage=0.06


Tree=311
num_leaves=12
num_cat=0
split_feature=140 89 14 123 54 44 1 113 75 106 50
split_gain=0.109819 0.438622 0.343464 0.507067 0.710308 0.861752 0.578586 0.544484 0.465268 0.73298 0.679788
threshold=0.0034400182776153092 0.013032016810029747 0.0017376682371832433 0.00017767510871635753 0.0010585968848317864 0.0051502294372767219 0.00093549740267917525 0.00042089859198313212 0.0023699469165876512 0.00080172589514404546 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 6 -6 -5 -2 9 -4 -10
right_child=1 -3 8 4 5 -7 -8 -9 10 -11 -12
leaf_value=0.00026778122775620656 -0.0020404585967335235 -0.0044148628045513833 -0.0040833755344718576 0.0076068467041319398 0.0017109418304165922 -0.0018334006015473083 0.0018739275199065532 0.00012570440151572998 -0.0023321930747361532 0.00096177843674356887 0.0029815042033971874
leaf_weight=3496.224011182785 506.0367374420166 85.663432478904724 121.46699047088623 96.216207265853882 694.2161910533905 383.17863583564758 185.58458614349365 2391.798530459404 798.45588326454163 704.01954662799835 97.138931393623352
leaf_count=1662 278 61 69 22 302 232 54 1233 501 327 39
internal_value=0 -0.000154443 -9.33206e-05 0.000195854 0.00115196 0.000450333 0.00383334 -0.000252621 -0.000808552 0.000219 -0.00175558
internal_weight=0 6063.78 5978.11 4257.03 1359.2 1077.39 281.801 2897.84 1721.08 825.487 895.595
internal_count=4780 3118 3057 2121 610 534 76 1511 936 396 540
is_linear=0
shrinkage=0.06


Tree=312
num_leaves=12
num_cat=0
split_feature=86 17 5 140 7 117 141 89 86 109 135
split_gain=0.107954 0.34805 0.500763 0.240338 0.225222 0.227706 0.34639 0.158638 0.438974 0.386107 0.3556
threshold=0.0058306583669036635 0.040252277627587325 0.0026833302108570938 0.0051502294372767219 0.0044099434744566688 0.00062670491752214741 0.0034400182776153092 0.034125410020351417 0.0022975050378590827 0.0066005610860884198 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -6 -7 8 -1 10 -10
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=8.3909826634385169e-05 0.0025060588479425428 0.0047971814272628815 0.004491437439977583 -0.0036069559958492223 0.00089544009705744667 -0.0082754828014418736 -0.00040724342381047684 -0.0029833823269492621 -0.0044145166950370473 -7.5871655086345445e-05 0.00038775020201583626
leaf_weight=8409.8876618146896 92.88597047328949 69.386958122253418 80.581424832344055 81.316794157028198 95.012450933456421 32.192288994789124 53.564820885658264 65.682011723518372 214.61994326114655 290.02568304538727 74.843675374984741
leaf_count=4229 19 14 16 49 29 29 24 43 161 140 27
internal_value=0 0.000853708 0.000224526 -0.000745087 0.000106324 -0.00112745 -0.00336709 -4.76424e-05 -2.61591e-05 -0.00162328 -0.00317314
internal_weight=0 504.941 435.554 354.972 273.656 180.77 85.7571 9055.06 8989.38 579.489 289.464
internal_count=4780 180 166 150 101 82 53 4600 4557 328 188
is_linear=0
shrinkage=0.06


Tree=313
num_leaves=12
num_cat=0
split_feature=70 117 70 102 73 21 129 92 108 106 15
split_gain=0.101158 0.38348 0.380105 0.378412 0.472166 0.628031 0.344173 0.663873 0.483416 0.44934 0.686386
threshold=0.0012357163941487672 0.00017767510871635753 0.0010918468469753864 0.00042089859198313212 0.0063990866765379914 0.001792412775103003 0.00017767510871635753 0.00082683752407319855 0.00017767510871635753 0.016668972559273246 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -3 7 9 -9 -1 -11
right_child=1 3 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-0.00035963625789211688 -0.0048170594399225414 0.0033178936969839078 -0.0028577343376869264 4.6629055458490722e-05 -0.0046291001332834638 -0.0011565531754183839 0.00029524059092613327 -0.0062672783170494399 -0.0014694011540607598 0.0083823024839479055 0.00081486197175018146
leaf_weight=865.1683464050293 53.377466082572937 417.88616478443146 182.52133166790009 3339.9417644739151 39.962841510772705 154.67568099498749 3374.3167334794998 83.349597215652466 805.49106645584106 55.972333550453186 187.33635699748993
leaf_count=456 40 142 124 1788 36 107 1439 67 475 10 96
internal_value=0 0.000229786 -0.000165781 0.000298063 0.00166884 0.00210915 -7.42601e-05 -0.000698487 -0.00191997 0.000281052 0.00255845
internal_weight=0 4005.84 5554.16 3952.47 612.525 572.562 5371.63 1997.32 888.841 1108.48 243.309
internal_count=4780 2113 2667 2073 285 249 2543 1104 542 562 106
is_linear=0
shrinkage=0.06


Tree=314
num_leaves=12
num_cat=0
split_feature=34 0 83 87 143 50 129 61 26 53 37
split_gain=0.109009 0.239014 0.212067 0.319461 0.235122 0.247433 0.238217 0.233109 0.319125 0.204432 0.415042
threshold=0.02636832278221846 0.055838862434029586 0.045367386192083366 0.0058306583669036635 0.014740333426743748 0.018276390619575981 0.00066645268816500913 0.0037758676335215573 0.00017767510871635753 0.0095705352723598498 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 5 7 -6 -2 -9 -1 -11
right_child=1 -3 3 -5 6 -7 -8 8 -10 10 -12
leaf_value=0.00010147397567557496 -0.00041819258251456773 -0.0037114278530627682 -0.0051721763733542335 0.00097853405134989252 0.0049085164991723518 -0.0033693972157131727 0.00057717822636835128 0.0031563161902376739 -0.00073505170156285059 -0.0012065734210083157 0.000510765320185438
leaf_weight=6360.1152192354202 264.02548062801361 44.496834635734558 51.063630819320679 74.843675374984741 104.08043718338013 52.173709750175476 81.504148960113525 242.38596642017365 110.36620116233826 1371.7530983686447 803.19128108024597
leaf_count=3102 157 32 46 27 21 47 33 89 59 783 384
internal_value=0 0.000584601 0.000779932 -0.00151811 0.00111866 0.000594241 0.00300764 0.00093002 0.00193895 -7.02449e-05 -0.000572378
internal_weight=0 1024.94 980.443 125.907 854.536 668.951 185.585 616.778 352.752 8535.06 2174.94
internal_count=4780 511 479 73 406 352 54 305 148 4269 1167
is_linear=0
shrinkage=0.06


Tree=315
num_leaves=12
num_cat=0
split_feature=30 25 132 35 70 54 86 86 40 42 25
split_gain=0.105161 0.337422 0.447628 0.27474 0.270346 0.261433 0.310551 0.30932 0.236 0.224025 0.229781
threshold=0.0095705352723598498 0.00052132029668428015 0.0042751494329422721 0.0081988852471113222 0.0035485138650983576 0.01884530205279589 0.00073092587990686308 0.0017376682371832433 0.022641776129603389 0.00047558375808876013 0.017724351026117805
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 -3 -8 9 -5 -11
right_child=1 2 3 8 -6 -7 7 -9 -10 10 -12
leaf_value=-7.7941216286049256e-05 -0.004212186358222801 -0.00040630659980256628 -5.2349426004103944e-05 -0.0061255650924706591 0.0041802334280872091 0.0047123450865682905 0.0048246817693281697 0.00044174120264647441 0.0022995541118843547 -0.0040817147059735229 0.00106655678556815
leaf_weight=8289.516700387001 52.173709750175476 195.29426431655884 405.3942643404007 55.597623944282532 62.63280713558197 103.98675978183746 127.5794495344162 106.20691764354706 36.913636922836304 63.27449905872345 61.429050803184509
leaf_count=4258 47 87 155 42 16 29 26 31 9 57 23
internal_value=0 0.000508257 0.000710737 -0.000303654 0.00051484 0.00201452 0.00135976 0.00283459 -0.00206667 -0.00296135 -0.00154685
internal_weight=0 1270.48 1218.31 685.242 468.027 533.067 429.081 233.786 217.215 180.301 124.704
internal_count=4780 522 475 302 171 173 144 57 131 122 80
is_linear=0
shrinkage=0.06


Tree=316
num_leaves=12
num_cat=0
split_feature=141 61 36 113 137 107 47 36 105 132 79
split_gain=0.103274 0.3136 0.54728 0.813675 0.397396 0.428974 0.392034 0.592943 0.709158 0.526173 0.51286
threshold=0.0023699469165876512 0.00043393640953581786 0.00060774214216507982 0.010500331409275534 0.00040826165059115743 0.0005893622583243997 0.0017376682371832433 0.00017767510871635753 0.0015349716995842757 0.00017767510871635753 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -3 -9 10 -8
right_child=1 6 -4 -5 -6 -7 9 8 -10 -11 -12
leaf_value=0.00020678518183049336 -0.0096900443213100394 0.0032113215098614452 0.00018957451392365572 0.0059494482329864665 -0.0015860260854957955 -0.003617382947991632 0.00048705420056461695 -0.0029203785130270314 0.0012402444068178164 0.00050620773818248384 -0.0018008203305454283
leaf_weight=4552.686593413353 61.054341197013855 314.08675980567932 459.05276262760162 34.599801659584045 175.12548875808716 133.58418130874634 521.02982795238495 202.97113943099976 538.61778593063354 1475.566553235054 1091.624448299408
leaf_count=2355 55 97 171 15 85 88 243 102 178 731 660
internal_value=0 -0.000188068 -0.00122823 -0.00283744 -0.00366104 -0.00552626 2.86836e-05 0.00102678 0.000101252 -0.000312528 -0.00106165
internal_weight=0 5007.31 863.417 404.364 369.764 194.639 4143.9 1055.68 741.589 3088.22 1612.65
internal_count=4780 2425 414 243 228 143 2011 377 280 1634 903
is_linear=0
shrinkage=0.06


Tree=317
num_leaves=12
num_cat=0
split_feature=97 1 71 142 132 121 133 81 30 115 84
split_gain=0.0990461 0.348601 0.278121 0.229752 0.174235 0.207953 0.151397 0.168133 0.141122 0.392041 0.313316
threshold=0.018276390619575981 0.0016331639490090313 0.001792412775103003 0.0049928687512874612 0.0026012937305495147 0.00055427959887310873 0.0048403022810816774 0.0079489401541650313 0.0095705352723598498 0.024810968898236755 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 6 5 -4 7 -3 -1 -10 -11
right_child=1 3 4 -5 -6 -7 -8 -9 9 10 -12
leaf_value=-4.3530618289362435e-05 -0.0027036361110837517 -0.002907620438480038 0.0019471984443992433 -0.0065236158618585845 0.0031074615147417212 -0.0046877572836254572 -0.0046057830592351051 0.0022355900052534977 0.0018663968195511036 0.00036607012013414614 -0.003015356119092811
leaf_weight=8049.912956237793 70.216004848480225 44.403157234191895 43.574110507965088 46.716992497444153 119.71521961688995 27.751973271369934 42.1829993724823 46.998024702072144 521.87292456626892 417.60513257980347 129.05018818378448
leaf_count=4123 39 40 15 34 27 25 38 10 171 166 92
internal_value=0 -0.000877551 0.000523005 -0.00290613 0.00170973 -0.000637318 -0.00163709 -0.000263455 4.24697e-05 0.000690309 -0.000432597
internal_weight=0 441.558 261.257 180.301 191.041 71.3261 133.584 91.4012 9118.44 1068.53 546.655
internal_count=4780 228 106 122 67 40 88 50 4552 429 258
is_linear=0
shrinkage=0.06


Tree=318
num_leaves=12
num_cat=0
split_feature=59 3 105 133 17 125 83 133 95 47 71
split_gain=0.105974 0.292347 0.462443 0.864161 0.77775 0.422646 0.381691 0.646244 0.977633 0.575128 0.401491
threshold=0.0030382014811038975 0.00899649551138282 0.00017767510871635753 0.0010263677686452868 0.000490355829242617 0.00042089859198313212 0.057509137317538268 0.0037758676335215573 0.0049928687512874612 0.0027679565828293566 0.055838862434029586
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 10 -8 9 -9 -4
right_child=1 -3 6 -5 -6 -7 7 8 -10 -11 -12
leaf_value=0.00021547158968188986 -0.0020909659176877732 0.0012846185414624514 -0.00059392518435854268 -0.0080083958922994251 -0.0066589004380506406 0.0034606085616213137 0.0030986345378146156 0.00063209907405782997 0.0039732541469942959 -0.0077103112570996897 0.001272353809382578
leaf_weight=4417.9782832860947 88.16462254524231 444.90276873111725 3367.7077876329422 77.705525159835815 62.258097529411316 111.94466710090637 310.85020041465759 48.108103632926941 79.377668499946594 77.799202561378479 473.202756524086
leaf_count=2363 39 134 1716 70 48 20 86 11 23 62 208
internal_value=0 -0.000185207 -0.000324451 -0.00245507 -0.000807917 0.00101486 -0.0001581 0.0013737 -0.0012385 -0.00452478 -0.000363971
internal_weight=0 5142.02 4697.12 340.073 262.367 200.109 4357.05 516.135 205.285 125.907 3840.91
internal_count=4780 2417 2283 177 107 59 2106 182 96 73 1924
is_linear=0
shrinkage=0.06


Tree=319
num_leaves=12
num_cat=0
split_feature=34 0 123 18 17 93 20 59 81 100 117
split_gain=0.106775 0.210178 0.208326 0.236554 0.341406 0.328742 0.315125 0.237919 0.229708 0.222467 0.199795
threshold=0.02636832278221846 0.055838862434029586 0.00066645268816500913 0.001792412775103003 0.0021592099219560628 0.00017767510871635753 0.00080172589514404546 0.0056525857653468856 0.00899649551138282 0.0092791137285530585 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 5 7 9 8 -5 -7 -2 -1
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00017281524358710295 0.00047277610146975729 -0.0034499952654949073 -0.0015541723585475984 0.0020965914448768095 -0.00083456333188714198 -0.0010161559229430422 0.00069389698099221969 0.0066498715923676947 -0.0060534970353954953 0.0040641840103524032 -0.00041725339023895343
leaf_weight=5029.6223961114883 131.7387330532074 44.496834635734558 122.29603719711304 90.478457808494568 69.105925917625427 86.679834008216858 234.42805910110474 76.141109108924866 52.173709750175476 117.4013843536377 3505.4372025728226
leaf_count=2340 54 32 94 33 38 70 98 12 47 33 1929
internal_value=0 0.000578567 0.000761734 0.00109192 0.00271024 0.00047869 -0.000647815 0.00418007 -0.00291191 0.00216609 -6.95341e-05
internal_weight=0 1024.94 980.443 858.147 235.725 622.422 373.282 166.62 138.854 249.14 8535.06
internal_count=4780 511 479 385 83 302 215 45 117 87 4269
is_linear=0
shrinkage=0.06


Tree=320
num_leaves=12
num_cat=0
split_feature=106 86 107 124 52 53 61 0 40 109 11
split_gain=0.106472 0.507127 0.467296 0.456848 0.452805 0.390999 1.06541 0.373493 0.424697 0.505318 0.3968
threshold=0.0019071503775194289 0.00017767510871635753 0.010829726699739696 0.00017767510871635753 0.020658296532928947 0.00070876078098081063 0.0016846025246195497 0.0010918468469753864 0.0027679565828293566 0.00747153488919139 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 6 -2 8 9 10 -1
right_child=5 3 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00098198886058431826 0.0037093760628605509 0.002334058882532573 0.0023148455763461746 -0.00034970707576902288 0.0025993067599858252 2.6340999251728317e-05 -0.0032064155379468075 -0.00069657476852137527 -0.006503398586270713 -0.007098485136745966 -0.0032522146291613045
leaf_weight=178.36204814910889 311.77292454242706 363.2112649679184 145.15335762500763 1578.0825743675232 212.60119009017944 5106.2553201913834 107.86501109600067 1271.7663670778275 85.476077675819397 55.597623944282532 143.8559238910675
leaf_count=96 103 117 58 694 46 2789 81 604 77 42 73
internal_value=0 -0.00023439 -0.000954386 0.000394135 5.43912e-07 0.000171043 0.00193138 -0.001228 -0.00268635 -0.0018213 -0.000908816
internal_weight=0 4034.11 1880.21 2153.9 1790.68 5525.89 419.638 1735.06 463.292 377.816 322.218
internal_count=4780 1807 950 857 740 2973 184 892 288 211 169
is_linear=0
shrinkage=0.06


Tree=321
num_leaves=12
num_cat=0
split_feature=94 47 95 46 117 95 47 115 125 114 144
split_gain=0.104465 0.262703 0.314455 0.216333 0.172102 0.124973 0.299331 0.120558 0.2342 0.13009 0.423114
threshold=0.055838862434029586 0.00096484774257987748 0.0027679565828293566 0.023343417793512348 0.012636432424187662 0.072653736919164671 0.0049928687512874612 0.099488973617553725 0.0022975050378590827 0.00082683752407319855 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 7 -7 9 -9 -1 -11
right_child=1 3 -4 -5 -6 6 -8 8 -10 10 -12
leaf_value=-0.00024618925665540446 -0.0051047810838254024 -0.0018485478439234536 0.0022507039642834115 0.0047401274398800146 0.0034135924011641366 -0.0044641075559844505 0.0005438437689054633 -0.0042199974157365377 4.96872620637619e-05 0.001490227663081703 -6.4735765601415831e-06
leaf_weight=3632.0939279794693 43.386755704879761 50.140906691551208 40.243873715400696 82.80158269405365 40.243873715400696 75.579044699668884 99.359089255332947 71.138728976249695 131.83241045475006 801.1584780216217 4492.0210117101669
leaf_count=1938 31 29 12 18 12 60 41 56 46 366 2171
internal_value=0 0.00119346 -0.00156679 0.00252651 0.000495606 -3.30046e-05 -0.00162107 -2.55266e-06 -0.00144812 3.03371e-05 0.000220086
internal_weight=0 256.817 83.6306 173.186 90.3848 9303.18 174.938 9128.24 202.971 8925.27 5293.18
internal_count=4780 102 43 59 41 4678 101 4577 102 4475 2537
is_linear=0
shrinkage=0.06


Tree=322
num_leaves=12
num_cat=0
split_feature=94 77 70 73 77 18 71 35 100 40 23
split_gain=0.0971447 0.358539 0.590876 0.44802 0.363706 0.462696 0.288133 0.445248 0.361152 0.505306 0.55413
threshold=0.0019672545604407792 0.00017767510871635753 0.0026012937305495147 0.0032328735105693345 0.00057154725072905432 0.0026833302108570938 0.004017772153019906 0.025578102096915249 0.0068083447404205808 0.00099512818269431613 0.036783467978239066
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -3 7 -1 9 -8 -11
right_child=1 4 3 -5 -6 -7 8 -9 -10 10 -12
leaf_value=0.0004607932794643999 0.0032455620210402303 -0.0043906922019890807 -0.0045012195403703759 0.0040480041184304738 0.00013743741873054014 0.0025253236782469429 0.00017958348996652984 -0.0045167875226265813 0.00042157846291266787 -0.0015712464126717391 -0.0066207814598304134
leaf_weight=2054.3345354795456 300.57845783233643 134.50690543651581 74.375288367271423 31.269564867019653 4488.8781297206879 46.90434730052948 616.68397080898285 66.698413252830505 756.46023869514465 903.74007678031921 85.569755077362061
leaf_count=929 101 105 67 12 2152 18 313 52 447 515 69
internal_value=0 0.000179699 0.0018892 -0.00196932 3.0969e-05 -0.00260213 -0.000203562 0.000304062 -0.000659304 -0.00116842 -0.00200863
internal_weight=0 5076.51 406.223 105.645 4670.29 181.411 4483.49 2121.03 2362.45 1605.99 989.31
internal_count=4780 2455 180 79 2275 123 2325 981 1344 897 584
is_linear=0
shrinkage=0.06


Tree=323
num_leaves=12
num_cat=0
split_feature=52 131 50 81 129 20 26 66 146 79 113
split_gain=0.103101 0.371161 0.519 0.764695 0.520184 0.407075 0.477789 0.407015 0.417352 0.381164 0.376069
threshold=0.0060143163427710542 0.0027679565828293566 0.015200819820165636 0.0027679565828293566 0.0038949446752667431 0.0042751494329422721 0.0012357163941487672 0.00057154725072905432 0.0015349716995842757 0.002945306478068233 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 6 10 8 -5 -7 -2
right_child=1 2 4 7 -6 9 -8 -9 -10 -11 -12
leaf_value=0.00013675502059652699 -0.0004707252091748257 -0.0068678766210588417 -0.006471853700697674 0.0058838362499016184 -0.000877404314343802 0.00051902438571400976 -0.0043558008243888046 -0.0034387449423127921 0.00036894114842101058 0.004777061743401363 0.0015528469988359841
leaf_weight=6450.5515273809433 1455.5055049657822 58.83418333530426 122.20235979557037 57.082412481307983 117.21402955055237 208.8962436914444 95.6541428565979 84.64703094959259 363.11758756637573 118.60514068603516 427.68952035903931
leaf_count=3426 624 53 102 11 49 75 70 52 125 26 167
internal_value=0 -0.000283842 -0.00139464 -0.000400365 -0.00373442 0.000102994 -0.000221322 0.000354561 0.00111934 0.00206207 -1.10968e-05
internal_weight=0 3109.45 803.098 563.681 239.416 2306.35 1978.85 504.847 420.2 327.501 1883.2
internal_count=4780 1354 392 241 151 962 861 188 136 101 791
is_linear=0
shrinkage=0.06


Tree=324
num_leaves=12
num_cat=0
split_feature=15 37 117 46 110 77 118 112 100 1 47
split_gain=0.100831 0.484246 0.708864 0.445972 0.426913 0.516101 0.417802 0.325082 0.453051 0.361328 0.313297
threshold=0.023343417793512348 0.00099512818269431613 0.0063990866765379914 0.00244467705488205 0.0014881226234138014 0.0020292587578296666 0.00037263428384903824 0.0048403022810816774 0.00244467705488205 0.00046126570669002836 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 -4 5 -3 -2 8 -8 -10 -5
right_child=1 2 3 10 -6 -7 7 -9 9 -11 -12
leaf_value=-8.5887393305790618e-05 0.00045950258929894594 -0.0012351198251953123 0.0029846855437815245 -0.0066206892708887783 0.0066459270278248564 0.0054506777889896038 -0.0068555228338406131 0.0020605886870612043 -0.0055321085033775081 0.00045361762533618991 -0.00068960233409981182
leaf_weight=8006.4465730190277 659.97704911231995 86.960866212844849 102.78300344944 39.962841510772705 120.73162114620209 79.471345901489258 79.92568302154541 52.454741954803467 52.26738715171814 118.32410848140717 160.69446265697479
leaf_count=4003 352 46 36 36 36 15 72 23 39 50 72
internal_value=0 0.000442294 0.00179476 -0.000227497 0.00393097 0.0019587 -0.000387311 -0.00223151 -0.00313067 -0.00138251 -0.00187355
internal_weight=0 1553.55 590.604 303.44 287.164 166.432 962.949 302.972 250.517 170.591 200.657
internal_count=4780 777 241 144 97 61 536 184 161 89 108
is_linear=0
shrinkage=0.06


Tree=325
num_leaves=12
num_cat=0
split_feature=104 99 105 47 79 110 117 101 84 118 129
split_gain=0.0975262 0.413485 0.413499 0.51323 0.341662 0.425443 0.431215 0.347267 0.330411 0.510083 0.508611
threshold=0.00060774214216507982 0.0026012937305495147 0.00085274505545385193 0.0014427106943912806 0.00017767510871635753 0.0025217677466571335 0.0012357163941487672 0.00017767510871635753 0.0015349716995842757 0.0054799309000372895 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 -1 9 10 -6
right_child=-2 2 3 -5 8 -7 -8 -9 -10 -11 -12
leaf_value=-0.0049931191552784401 9.7594112418124398e-05 0.0021212730233078408 0.00039042673300601134 -0.003832354197669472 -0.0033399914175706374 0.0020016643151295915 -0.007212239074663675 0.0024544201675506662 -0.0046385553535704714 0.0023773236009790124 0.00068475247898291329
leaf_weight=47.82707142829895 7589.6564372777939 353.03319978713989 543.05810165405273 127.94010925292969 223.96896171569824 44.684189438819885 100.00078117847443 42.464031577110291 66.792090654373169 192.52609193325043 228.04861772060394
leaf_count=35 3959 124 182 91 129 16 82 14 44 36 68
internal_value=0 -0.000376156 0.000459375 -0.000415188 -0.00128026 -0.00326338 -0.00450012 -0.00149169 -0.000624809 -0.000208221 -0.00130975
internal_weight=0 1970.34 1024.03 670.998 946.312 234.976 190.292 90.2911 711.336 644.544 452.018
internal_count=4780 821 397 273 424 147 131 49 277 233 197
is_linear=0
shrinkage=0.06


Tree=326
num_leaves=12
num_cat=0
split_feature=121 136 5 105 137 99 61 101 24 127 9
split_gain=0.0987902 0.402043 0.506318 0.483146 0.344445 0.30835 0.339069 0.285792 0.169184 0.160936 0.142208
threshold=0.02129978779703379 0.00017767510871635753 0.00057154725072905432 0.00085274505545385193 0.00070876078098081063 0.00050559637020342063 0.0013146653072908523 0.0030382014811038975 0.00073092587990686308 0.00044738779251929378 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 7 6 8 -5 -2 10 -7
right_child=1 2 3 4 -6 9 -8 -9 -10 -11 -12
leaf_value=-5.4548058870364902e-05 0.0049843180959558255 0.0058904149615523413 0.0039381679900482042 -0.00099992066552930556 0.0017944600271904397 -0.0034837349801837498 -0.0034771600326554339 -0.0082359858416525076 0.00033015660776367187 -0.0054746157295074331 4.2335937148390371e-05
leaf_weight=8853.3993194103241 65.869366526603699 94.918773531913757 99.45276665687561 45.700590968132019 63.649208664894104 67.714814782142639 38.852762579917908 34.412446856498718 49.030827760696411 42.1829993724823 104.81580650806427
leaf_count=4386 27 37 33 25 25 61 35 31 28 38 54
internal_value=0 0.00068262 0.00217633 0.000725027 -0.00149897 -0.000688348 0.00136226 -0.00411456 0.00300028 -0.00215671 -0.00134279
internal_weight=0 706.6 338.134 243.215 143.762 368.467 153.753 80.113 114.9 214.714 172.531
internal_count=4780 394 151 114 81 243 90 56 55 153 115
is_linear=0
shrinkage=0.06


Tree=327
num_leaves=12
num_cat=0
split_feature=12 46 102 25 60 108 46 98 71 10 39
split_gain=0.0929078 0.345894 0.315394 0.193525 0.378935 0.193632 0.343415 0.574193 0.441662 0.513437 0.435335
threshold=0.024810968898236755 0.0045489775948226461 0.0022272822679951791 0.072653736919164671 0.0013146653072908523 0.00017767510871635753 0.0045489775948226461 0.0084566329605877417 0.0027679565828293566 0.037906534969806678 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -7 8 -8 10 -10
right_child=1 -3 -4 4 -6 6 7 -9 9 -11 -12
leaf_value=-0.0012013590773030361 -0.0038573582290967971 0.0019737636282217271 0.00027746827084835016 -0.0061802504360469659 -7.1226145390331297e-05 0.00041839548810018896 0.00035461585561613059 0.00067369909239845482 -0.0024121491838299779 0.0022191659279880383 -0.00041336996336631735
leaf_weight=469.40413272380829 83.443274617195129 364.41502130031586 323.79643797874451 54.487545013427734 110.64723336696625 4321.5091435909271 737.97765636444092 1282.5861241817474 1055.7272129058838 131.7387330532074 624.2671685218811
leaf_count=245 59 110 130 41 35 2171 301 638 660 54 336
internal_value=0 0.000631135 -0.000570495 -5.54832e-05 -0.00208947 -1.65085e-05 5.17157e-05 -0.000361773 -0.000882654 -0.00138663 -0.00166949
internal_weight=0 771.655 407.24 8788.34 165.135 8623.21 8153.81 3832.3 2549.71 1811.73 1679.99
internal_count=4780 299 189 4481 76 4405 4160 1989 1351 1050 996
is_linear=0
shrinkage=0.06


Tree=328
num_leaves=12
num_cat=0
split_feature=112 80 122 53 123 116 148 44 119 50 80
split_gain=0.0886997 0.316871 0.222062 0.214631 0.493286 0.361286 0.740332 0.753278 0.453212 0.455912 0.453998
threshold=0.0033348383149132137 0.029773407615721229 0.0060143163427710542 0.0081988852471113222 0.0012745757703669371 0.0034400182776153092 0.0005893622583243997 0.015675474889576439 0.00042089859198313212 0.012636432424187662 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 8 10 -10 -8
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=0.00013235051672949417 0.0005476919707315611 -0.0038646063588187976 0.0042132777992639099 0.0014138450488317485 0.0013838131567391249 -0.00025406983440336779 -0.0028093177759526511 0.0005143411034563627 -0.0054210903901787148 0.0014894594053577871 -0.0072561405856659648
leaf_weight=6031.8925154209137 874.78434717655182 55.503946542739868 63.742886066436768 193.16778385639191 408.4434689283371 1275.6446183919907 150.04801046848297 178.54940295219421 56.614025473594666 87.148221015930176 184.46045732498169
leaf_count=2871 497 50 17 77 182 656 119 80 51 30 150
internal_value=0 0.000536416 0.000797074 -6.23174e-05 -0.000525675 -0.000892634 -0.00185083 -0.00281103 -0.00405232 -0.00123381 -0.0052629
internal_weight=0 994.031 938.527 8565.97 2534.08 2125.63 849.988 656.82 478.271 143.762 334.508
internal_count=4780 564 514 4216 1345 1163 507 430 350 81 269
is_linear=0
shrinkage=0.06


Tree=329
num_leaves=12
num_cat=0
split_feature=94 65 27 58 95 83 62 98 80 21 60
split_gain=0.0963396 0.230096 0.20856 0.146198 0.322899 0.702729 0.801987 0.400309 0.449999 0.536324 0.421691
threshold=0.055838862434029586 0.0012745757703669371 0.0084566329605877417 0.0053125319536775359 0.00047558375808876013 0.036783467978239066 0.0018488886416889729 0.010180860292166473 0.0046923852059990176 0.015675474889576439 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 7 -7 8 -6 -10 -9
right_child=1 -3 -4 4 5 6 -8 10 9 -11 -12
leaf_value=0.00012072073650764558 0.0034414214201588275 -0.0022213186045845382 -0.00069935461376285544 0.00059016726513363581 -0.00053193625431812569 -0.0061749538310195504 0.0019224412299554646 -0.0024972781036186483 -0.005004034867582159 0.0035089861449500792 0.0013120262332058073
leaf_weight=6594.6510056257248 135.35000205039978 56.801380276679993 64.665610194206238 821.31320369243622 731.85114741325378 163.27528023719788 60.225294470787048 126.64267551898956 174.56342434883118 31.363242268562317 599.29741752147675
leaf_count=3095 33 35 34 465 441 139 30 106 133 4 265
internal_value=0 0.00114609 0.00210302 -3.17119e-05 -0.000402841 -0.000835004 -0.00399312 -0.000410535 -0.00122934 -0.0037064 0.000647228
internal_weight=0 256.817 200.016 9303.18 2708.53 1887.22 223.501 1663.72 937.778 205.927 725.94
internal_count=4780 102 67 4678 1583 1118 169 949 578 137 371
is_linear=0
shrinkage=0.06


Tree=330
num_leaves=12
num_cat=0
split_feature=141 52 36 50 61 106 36 140 10 27 91
split_gain=0.0991239 0.322726 0.511925 0.398554 0.474566 0.701252 0.490482 0.555854 0.543446 0.410683 0.387305
threshold=0.0023699469165876512 0.0026012937305495147 0.00060774214216507982 0.12767273932695392 0.00017767510871635753 0.0063990866765379914 0.00085274505545385193 0.0019672545604407792 0.0031340263085439806 0.00017767510871635753 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 8 -8 9 -6 -10
right_child=1 2 -4 -5 6 -7 7 -9 10 -11 -12
leaf_value=0.00020255621974878311 -0.0036440997011786373 -0.0013149324507975499 0.00018947799653655788 0.005923987448358114 0.0064124393190805708 0.0057554208405147435 0.00069579436418117763 -0.0030252589881173669 -0.002636630255382156 0.0020107638755077289 0.0013663158855165968
leaf_weight=4552.686593413353 191.49564051628113 1574.1762232780457 1686.6970046758652 46.90434730052948 117.49506175518036 33.489722728729248 452.11125683784485 212.30610799789429 114.61916208267212 217.77687513828278 360.24168789386749
leaf_count=2355 124 836 711 18 25 14 189 167 79 83 179
internal_value=0 -0.000184281 -0.000536789 0.000473899 0.000323146 -0.00224302 0.000714814 -0.000493497 0.00170573 0.00355477 0.000399756
internal_weight=0 5007.31 3260.87 1746.44 1699.54 224.985 1474.55 664.417 810.133 335.272 474.861
internal_count=4780 2425 1547 878 860 138 722 356 366 108 258
is_linear=0
shrinkage=0.06


Tree=331
num_leaves=12
num_cat=0
split_feature=88 93 95 19 7 59 10 88 0 126 135
split_gain=0.103466 0.377887 0.381656 0.361376 0.777934 0.383996 0.468126 0.380531 0.545741 0.51648 0.499853
threshold=0.00093549740267917525 0.010829726699739696 0.0042751494329422721 0.0013986918493174019 0.00073092587990686308 0.0098710241727530974 0.017724351026117805 0.0062037324532866487 0.0015833032084628942 0.0056525857653468856 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 9 -9 10 -6
right_child=1 2 -4 4 7 -7 -8 8 -10 -11 -12
leaf_value=0.00018824402534380505 0.00031266572568533697 0.0020590791358954781 -0.0016568759058247441 -0.0036866387320194567 -0.0002130088384949062 -0.0088415335971726659 0.0017938066303232938 -0.0045767544085949371 0.00083236890105407705 0.005197732779942614 -0.0028961892504388337
leaf_weight=5005.2662372589111 1520.1711151599884 446.56086218357086 127.94010925292969 297.04681634902954 534.53812992572784 39.962841510772705 69.105925917625427 72.248807907104492 934.19464480876923 43.574110507965088 469.39008283615112
leaf_count=2504 658 184 91 211 239 36 38 57 405 15 342
internal_value=0 -0.000206967 0.0012314 -0.000414605 -0.000864009 -0.00326316 -0.00265208 -0.000389501 0.000443652 -0.00118996 -0.0014677
internal_weight=0 4554.73 574.501 3980.23 2460.06 406.116 366.153 2053.95 1006.44 1047.5 1003.93
internal_count=4780 2276 275 2001 1343 285 249 1058 462 596 581
is_linear=0
shrinkage=0.06


Tree=332
num_leaves=12
num_cat=0
split_feature=44 150 78 114 73 148 140 54 103 26 20
split_gain=0.0987095 0.288642 0.499367 0.459956 0.453673 0.661096 0.438529 0.417544 0.533279 0.431936 0.485379
threshold=0.001792412775103003 0.0046923852059990176 0.023343417793512348 0.00082683752407319855 0.0010585968848317864 0.0060143163427710542 0.13119348138570788 0.0017376682371832433 0.0022975050378590827 0.00087947337306104611 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 7 -2 9 -9 -11
right_child=1 -3 3 4 5 -7 -8 8 -10 10 -12
leaf_value=-0.00022607047478910173 5.2393272755715229e-05 -0.00043913825093322591 -0.0044482262940872689 0.0027277577578148715 -0.0062940814079689459 -0.00012666562612466826 -0.0050257829895240368 0.0013500683755858921 -0.0035032541900844069 0.0017178127032499294 0.0075009217056842036
leaf_weight=4026.4014528989792 1228.004901766777 1882.2301515340805 115.72924101352692 135.25632464885712 76.782801032066345 336.10098361968994 45.606913566589355 1428.301546216011 73.265209436416626 119.43418741226196 92.88597047328949
leaf_count=1986 605 1065 80 41 53 133 33 648 66 51 19
internal_value=0 0.000164404 0.000475525 -0.00101286 -0.000286868 -0.00127485 0.00080629 0.00089687 0.0015019 0.00172562 0.00425015
internal_weight=0 5533.6 3651.37 663.869 548.14 412.884 2987.5 2941.89 1713.89 1640.62 212.32
internal_count=4780 2794 1729 307 227 186 1422 1389 784 718 70
is_linear=0
shrinkage=0.06


Tree=333
num_leaves=12
num_cat=0
split_feature=97 59 68 32 122 145 77 85 34 114 107
split_gain=0.0940413 0.325985 0.249508 0.234318 0.231395 0.189585 0.183055 0.152404 0.247273 0.179502 0.193645
threshold=0.018276390619575981 0.0044099434744566688 0.0045489775948226461 0.0020932231564074759 0.0019672545604407792 0.0030382014811038975 0.0023699469165876512 0.029773407615721229 0.0046923852059990176 0.013860232196748258 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 5 6 -2 -1 9 10 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-3.7471768741319885e-06 -0.00012163369518546779 -0.0090107222396615221 -0.00064976722900040001 -0.0019836678476420479 0.0027919209625873608 0.00054257098682761954 -0.005784695469390734 0.0013876626662306872 -0.0021002432971181629 -0.00025783701888838079 0.0054865767413029131
leaf_weight=8820.2702564001083 39.040117383003235 37.74268364906311 64.759287595748901 31.269564867019653 89.274701476097107 136.17904877662659 43.293078303337097 88.258299946784973 59.021538138389587 72.529840111732483 78.36126697063446
leaf_count=4437 19 34 26 12 40 58 39 31 37 33 14
internal_value=0 -0.000855114 -0.00332677 -0.00583423 0.000219859 -0.000831772 -0.00310283 4.13605e-05 0.00137526 0.00223352 0.00331752
internal_weight=0 441.558 133.772 69.0122 307.787 218.512 82.3332 9118.44 298.171 239.149 166.62
internal_count=4780 228 72 46 156 116 58 4552 115 78 45
is_linear=0
shrinkage=0.06


Tree=334
num_leaves=12
num_cat=0
split_feature=94 98 142 143 88 73 93 32 145 1 92
split_gain=0.092538 0.27145 0.206454 0.193259 0.10974 0.500911 0.364889 0.361012 0.327977 0.300756 0.451791
threshold=0.055838862434029586 0.0022975050378590827 0.00244467705488205 0.0063990866765379914 0.00093549740267917525 0.00060774214216507982 0.0058306583669036635 0.00087947337306104611 0.00093549740267917525 0.012252715881913902 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 7 6 -6 -1 -8 -9 -11
right_child=1 2 -4 -5 5 -7 8 9 -10 10 -12
leaf_value=-0.00030527746838149544 0.0003222981266667893 0.0009690974697448186 -0.0053177183427661695 0.0042462166840394801 -0.0036446239790560091 -6.1114975325833509e-05 0.0041292994115207952 0.00045622214950918341 -0.0028472529651002985 0.0039478294602772294 -0.0012702407704085527
leaf_weight=2654.0581903457642 86.038142085075378 41.26027524471283 34.412446856498718 95.106128334999084 250.23614645004272 4098.1959236860275 49.124505162239075 1905.4762314558029 47.733394026756287 215.83774948120117 82.520550489425659
leaf_count=1445 29 21 31 21 185 1986 20 900 43 57 42
internal_value=0 0.00112325 -0.0018931 0.00238368 -3.10783e-05 -0.000246498 -0.0024347 0.000166046 0.000691733 0.000733644 0.00250466
internal_weight=0 256.817 75.6727 181.144 9303.18 4445.29 347.094 4857.89 96.8579 2203.83 298.358
internal_count=4780 102 52 50 4678 2234 248 2444 63 999 99
is_linear=0
shrinkage=0.06


Tree=335
num_leaves=12
num_cat=0
split_feature=15 135 102 70 117 49 137 24 148 143 15
split_gain=0.0902397 0.387094 0.479026 0.581268 0.567089 0.385521 0.528206 0.429096 0.378974 0.364193 0.365594
threshold=0.023343417793512348 0.00075379351619631063 0.0056525857653468856 0.00073092587990686308 0.0063990866765379914 0.00077738583786413084 0.00085274505545385193 0.0054799309000372895 0.020035739988088611 0.022641776129603389 0.028020657598972324
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 6 7 -3 -6 10 -2
right_child=1 5 -4 4 8 -7 -8 -9 -10 -11 -12
leaf_value=-8.1256280141234248e-05 0.0039951297071918555 -0.004023082751347838 -0.0018363935090598216 0.0055274513408164593 -0.0035341781167186458 0.0042255214434450067 0.0013456609925192105 0.00023478941548213644 0.0044330425774820187 -0.0032835582093820492 3.648474980710536e-05
leaf_weight=8006.4465730190277 119.71521961688995 241.07448279857635 156.89583885669708 213.61759161949158 51.157308220863342 51.344663023948669 193.26146125793457 131.7387330532074 36.913636922836304 76.970155835151672 280.8640193939209
leaf_count=4003 27 201 109 55 38 22 69 54 9 37 156
internal_value=0 0.000418414 0.00118753 0.00179654 0.00385781 -0.000747719 -0.00119947 -0.00251884 -0.000193595 0.000493801 0.00122025
internal_weight=0 1553.55 936.134 779.238 301.689 617.419 566.075 372.813 88.0709 477.549 400.579
internal_count=4780 777 431 322 102 346 324 255 47 220 183
is_linear=0
shrinkage=0.06


Tree=336
num_leaves=12
num_cat=0
split_feature=34 97 24 60 11 42 131 131 146 42 91
split_gain=0.0889247 0.17325 0.218781 0.168836 0.158898 0.197537 0.173515 0.175369 0.162679 0.213524 0.155844
threshold=0.02636832278221846 0.0019071503775194289 0.011519505176693203 0.002945306478068233 0.039062514901161201 0.014293605927377941 0.011880517937242987 0.00096484774257987748 0.044033329933881767 0.0058306583669036635 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 10 9 -9 -2
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-6.3461097979526315e-05 0.0015707121665354676 -0.0017856190226194562 -0.0047423224406216921 0.00087037170232956483 -0.001590368862011501 -0.00041009755407607826 0.0048452343232455782 -0.0037045597139859195 0.0032637883147392031 0.0010669045490723007 0.0045394422956028455
leaf_weight=8535.0595986843109 263.66482090950012 104.53477430343628 43.293078303337097 34.693479061126709 73.546241641044617 180.30117380619049 62.539129734039307 59.944262266159058 41.447630047798157 77.063833236694336 83.911661624908447
leaf_count=4269 92 78 39 7 42 122 24 54 5 29 19
internal_value=0 0.000527991 0.000790924 -0.00224752 0.00107244 0.00132732 0.00185954 0.00150372 -2.52495e-05 -0.0010219 0.00228852
internal_weight=0 1024.94 920.405 77.9866 842.419 768.873 588.571 526.032 178.456 137.008 347.576
internal_count=4780 511 433 46 387 345 223 199 88 83 111
is_linear=0
shrinkage=0.06


Tree=337
num_leaves=12
num_cat=0
split_feature=141 52 1 101 101 69 141 12 19 110 14
split_gain=0.0876906 0.287074 0.611128 0.557406 0.456856 0.43768 0.481786 0.543728 0.549119 0.395858 0.420522
threshold=0.0023699469165876512 0.0026012937305495147 0.00017767510871635753 0.018276390619575981 0.05109804309904576 0.00017767510871635753 0.022641776129603389 0.00062670491752214741 0.0016846025246195497 0.0012745757703669371 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 -2 5 6 7 -4 -9 -3 -11
right_child=1 2 4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=0.00019053278621117148 8.0217222560166512e-05 -0.0039872977229600537 -0.0054770405861568183 0.0035761353508316305 -0.004285544425953111 0.0003935578750193745 0.00090379999317384151 0.00067315938534027813 -0.004628561702235837 -0.0028688194844109188 0.0035995216692345281
leaf_weight=4552.686593413353 1563.0754339694977 273.82883620262146 146.81145107746124 183.36442828178406 94.637741327285767 2049.4398826360703 229.06501924991608 214.44663834571838 104.53477430343628 85.569755077362061 62.539129734039307
leaf_count=2355 826 182 108 52 61 868 77 80 78 69 24
internal_value=0 -0.000173312 -0.000505779 0.000447449 -0.000189077 -4.7658e-05 -0.00134887 -0.00245663 -0.0010652 -0.00263611 -0.00013697
internal_weight=0 5007.31 3260.87 1746.44 2838.94 2744.3 694.858 465.793 318.981 421.938 148.109
internal_count=4780 2425 1547 878 1272 1211 343 266 158 275 93
is_linear=0
shrinkage=0.06


Tree=338
num_leaves=12
num_cat=0
split_feature=97 27 127 79 122 79 6 128 83 19 62
split_gain=0.088989 0.323913 0.596547 0.332513 0.250695 0.55838 0.288243 0.30452 0.315145 0.345585 0.381815
threshold=0.0016846025246195497 0.0010585968848317864 0.0005893622583243997 0.00055427959887310873 0.0017376682371832433 0.007706565549597145 0.00047558375808876013 0.020035739988088611 0.0026833302108570938 0.086341444402933135 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 7 8 -5 10 -10
right_child=1 3 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=9.7316317068143755e-05 -0.00076207645954620717 -0.0041631263245998518 -0.0069130020163984647 0.0017069820811601766 0.0024972093595359434 -0.0035223194280967957 0.0010293464118807868 -0.0040891946791776507 -0.0019361588584748794 0.0045547124065087293 0.0043708491766013399
leaf_weight=7452.0206997394562 280.95769679546356 66.698413252830505 71.045051574707031 181.0505930185318 327.40770697593689 66.698413252830505 425.46936249732971 94.544063925743103 521.39048767089844 35.803557991981506 36.913636922836304
leaf_count=3738 148 52 64 58 109 52 165 69 308 8 9
internal_value=0 -0.000344223 -0.00200513 -1.11819e-05 0.000152988 0.00147783 -0.00025023 -0.000876261 -0.000483911 -0.00115175 -0.00151845
internal_weight=0 2107.98 352.003 1755.98 1689.28 394.106 1295.17 869.702 775.158 594.108 558.304
internal_count=4780 1042 212 830 778 161 617 452 383 325 317
is_linear=0
shrinkage=0.06


Tree=339
num_leaves=12
num_cat=0
split_feature=94 21 17 142 142 83 42 140 57 21 70
split_gain=0.0843135 0.519353 0.456121 0.507986 0.415246 0.404937 0.416172 0.536205 0.393913 0.382319 0.743104
threshold=0.0028552538715302949 0.0015833032084628942 0.02636832278221846 0.0079489401541650313 0.055838862434029586 0.045367386192083366 0.0020932231564074759 0.00090704852482303988 0.00017767510871635753 0.0012745757703669371 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 8 -4 5 6 7 -3 -2 10 -1
right_child=1 4 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00037834620690936887 0.00058444389753657959 0.0012068080062397775 -6.9356581740867126e-05 -0.0074556046970557718 0.0040507511351058397 -0.0055793044638303112 -9.5634670784258e-05 -0.0041569694024700191 0.002755841033442757 0.00035843890269110138 -0.0042128537273484756
leaf_weight=2562.7787855863571 2222.0641813278198 95.012450933456421 101.48556971549988 49.953551888465881 62.63280713558197 64.478255391120911 979.41279888153076 227.94089043140411 347.7638373374939 2650.7279535531998 195.74860143661499
leaf_count=1193 975 29 51 45 16 50 567 173 95 1442 144
internal_value=0 0.000203362 0.000689787 -0.00250909 -0.000722618 -0.000941628 -0.000711613 -0.00257907 0.000878386 -0.000156133 -0.000650591
internal_weight=0 4150.74 2721.27 151.439 1429.48 1366.84 1302.37 322.953 2569.83 5409.26 2758.53
internal_count=4780 2001 1166 96 835 819 769 202 1070 2779 1337
is_linear=0
shrinkage=0.06


Tree=340
num_leaves=12
num_cat=0
split_feature=106 77 123 142 114 144 46 83 45 87 116
split_gain=0.0834117 0.381183 0.290288 0.658141 0.524157 0.447093 0.474877 0.446096 0.538064 0.575699 0.490487
threshold=0.0019071503775194289 0.066585760563611998 0.00038414125447161501 0.027182282879948619 0.0016846025246195497 0.0017376682371832433 0.015200819820165636 0.0032328735105693345 0.0031340263085439806 0.00062670491752214741 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 5 -5 6 -4 10 -9 -10 -1
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 -12
leaf_value=0.00080405109109666305 8.8256930687741287e-05 0.0040858237163156133 -0.00027281227661395916 0.0057166630227279101 0.00072167773427601173 -0.00085116181951900487 0.0033360133285491368 -0.0023445402386629505 -0.0027113309122124949 0.0016943097518205082 -0.0050814523308258738
leaf_weight=752.22132766246796 5438.7450348138809 87.148221015930176 309.08437967300415 132.11344265937805 176.79763209819794 1102.4723051786423 228.04861772060394 802.44186186790466 161.42983198165894 314.91580653190613 54.581222414970398
leaf_count=330 2943 30 141 22 38 500 68 448 105 122 33
internal_value=0 0.000151375 -0.000207476 0.000319084 0.00285907 -0.000159608 0.00125971 -0.00069942 -0.00139638 0.000201017 0.000405309
internal_weight=0 5525.89 4034.11 1948.52 308.911 1639.61 537.133 2085.59 1278.79 476.346 806.803
internal_count=4780 2973 1807 769 60 709 209 1038 675 227 363
is_linear=0
shrinkage=0.06


Tree=341
num_leaves=12
num_cat=0
split_feature=40 135 11 100 70 145 50 107 118 24 83
split_gain=0.0890303 0.305907 0.443789 0.455618 0.428918 0.412645 0.387476 0.527465 0.365915 0.42828 0.377112
threshold=0.0017376682371832433 0.0015833032084628942 0.0035485138650983576 0.0013986918493174019 0.0048403022810816774 0.0023699469165876512 0.00047558375808876013 0.0012357163941487672 0.0066005610860884198 0.00017767510871635753 0.076978169381618514
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 -8 10 -10 -4
right_child=-2 -3 8 5 -6 6 7 -9 9 -11 -12
leaf_value=0.00080237099947896959 -0.00014438477830446304 0.001120276670438184 -0.0016389134702656217 -0.0033941906292023604 0.0057333108422373252 -0.0039832627582400536 0.0053576604336579977 -0.00029311618070989074 0.00067456592793589329 -0.0073082932586854728 0.0015182019629454951
leaf_weight=1164.9177575111389 5896.0600764751434 1010.9774458408356 502.89385545253754 174.46974694728851 67.07312285900116 72.155130505561829 73.827273845672607 303.98832213878632 36.913636922836304 70.028650045394897 186.69466507434845
leaf_count=532 2975 458 259 141 20 65 18 193 9 55 55
internal_value=0 0.000232223 -0.000106222 0.0004021 0.00107127 -0.000918099 4.25108e-05 0.000812203 -0.00129084 -0.00455477 -0.000784081
internal_weight=0 3663.94 2652.96 1856.43 1231.99 624.44 449.971 377.816 796.531 106.942 689.589
internal_count=4780 1805 1347 969 552 417 276 211 378 64 314
is_linear=0
shrinkage=0.06


Tree=342
num_leaves=12
num_cat=0
split_feature=55 123 147 132 8 49 38 80 117 28 92
split_gain=0.0835196 0.314466 0.23235 0.350129 0.376521 0.211062 0.395717 0.207277 0.200389 0.288827 0.76269
threshold=0.00075379351619631063 0.0036604277556762104 0.028884131461381916 0.0026012937305495147 0.0060143163427710542 0.0063990866765379914 0.0022272822679951791 0.0046923852059990176 0.0031340263085439806 0.00052132029668428015 0.028020657598972324
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 8 -7 -5 9 -1 -11
right_child=1 -3 -4 7 -6 6 -8 -9 -10 10 -12
leaf_value=0.00099930510428086132 0.00027786472658953562 0.00061987601652599314 -0.00028271871534797557 -0.0032982735005052722 -0.0065443572597756227 -5.4388095215846372e-05 0.0062257071074837385 -0.0086183564034101948 -0.00018931265020992816 0.00031831415114747988 -0.004124984519651387
leaf_weight=1514.1523334980011 159.58438372612 531.58260273933411 353.67489171028137 77.799202561378479 35.522525787353516 98.061655521392822 57.082412481307983 39.962841510772705 5379.4565143585205 1155.1144019365311 158.00591778755188
leaf_count=693 71 204 165 62 32 56 11 36 2833 507 110
internal_value=0 -0.000468531 -0.00133652 -0.00252729 -0.000966953 6.70871e-05 0.00225878 -0.00510944 2.56273e-05 0.000434586 -0.000216615
internal_weight=0 1198.13 666.544 312.869 195.107 8361.87 155.144 117.762 8206.73 2827.27 1313.12
internal_count=4780 570 366 201 103 4210 67 98 4143 1310 617
is_linear=0
shrinkage=0.06


Tree=343
num_leaves=12
num_cat=0
split_feature=106 77 150 51 43 86 86 70 92 148 92
split_gain=0.0765603 0.338015 0.329017 0.347632 0.769871 0.424438 0.436983 0.395773 0.507512 0.656675 0.638935
threshold=0.0019071503775194289 0.066585760563611998 0.012252715881913902 0.016164712607860569 0.00064626874518580746 0.00017767510871635753 0.000490355829242617 0.0022272822679951791 0.00082683752407319855 0.00087947337306104611 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 7 -7 8 10 -10 -1
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00021497518475978715 8.5587551646015305e-05 0.0038500007758001577 -0.0047365253514107114 -0.0069277126260455053 0.0009974914554687752 0.0025113175544287324 0.00017795474019596769 -0.0031204364597528186 -0.0045783273054080644 -0.00046413423081416021 0.0038564613956902859
leaf_weight=630.47330498695374 5438.7450348138809 87.148221015930176 56.614025473594666 83.255919814109802 93.715017199516296 348.68656146526337 1683.9288322925568 212.58714020252228 185.85156846046448 561.18002426624298 177.81403362751007
leaf_count=285 2943 30 51 75 44 112 660 143 127 263 47
internal_value=0 0.000145024 -0.000198773 -0.000134067 -0.00273273 -1.29919e-05 0.000578337 -0.000692855 -0.000360864 -0.00148817 0.000681061
internal_weight=0 5525.89 4034.11 3977.49 176.971 3800.52 2032.62 1767.91 1555.32 747.032 808.287
internal_count=4780 2973 1807 1756 119 1637 772 865 722 390 332
is_linear=0
shrinkage=0.06


Tree=344
num_leaves=12
num_cat=0
split_feature=11 108 148 109 44 108 148 68 98 124 125
split_gain=0.0879643 0.257441 0.388432 0.815038 0.390707 0.76194 0.362772 0.380967 0.309536 0.34647 0.466891
threshold=0.0014427106943912806 0.0019672545604407792 0.00017767510871635753 0.0058306583669036635 0.0070226341485977182 0.013032016810029747 0.0070226341485977182 0.00017767510871635753 0.0013986918493174019 0.0010585968848317864 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 6 -6 7 -4 9 10 -1
right_child=-2 2 4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.002240210763821947 -0.00014246657380015361 -0.00054878209256344567 0.0030365529614466216 0.0081320371535818815 0.0028234289027607258 -0.0023257787258936197 0.00082201156677221855 -0.0017614721537383053 -0.0014366261562952986 -0.00065839438100492897 0.0025479676905977946
leaf_weight=92.417583465576172 5929.4701716899872 82.239518284797668 66.979445457458496 73.827273845672607 472.28003239631653 132.38042497634888 647.9535356760025 532.94561409950256 582.63218367099762 593.55966806411743 353.31423199176788
leaf_count=59 2900 66 28 18 191 95 325 375 347 276 100
internal_value=0 0.000232537 0.00068654 0.00356025 0.000444266 0.0016959 -0.0001623 -0.00122537 -0.000329712 0.000290908 0.00155491
internal_weight=0 3630.53 2008.61 156.067 1852.54 604.66 1247.88 599.925 1621.92 1039.29 445.732
internal_count=4780 1880 1098 84 1014 286 728 403 782 435 159
is_linear=0
shrinkage=0.06


Tree=345
num_leaves=12
num_cat=0
split_feature=58 130 5 128 109 94 115 45 79 108 83
split_gain=0.0867711 0.314434 0.447866 0.320869 0.384345 0.235098 0.289607 0.428844 0.27805 0.697849 0.481275
threshold=0.00060774214216507982 0.0014427106943912806 0.0026833302108570938 0.05109804309904576 0.024810968898236755 0.0033348383149132137 0.0054799309000372895 0.00017767510871635753 0.00082683752407319855 0.0013986918493174019 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -7 9 10 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.0033180926519620589 -9.2360476727481103e-05 -0.0037217966828336948 0.0033505602286217082 0.0032880317710153027 -0.0047235119125241211 0.0032350295661844747 0.0028865518632422136 -0.0044226794267020848 -0.00099478376677900483 0.0024813802473224547 -0.0036250647316000526
leaf_weight=46.90434730052948 7582.4338992834091 65.775689125061035 179.01778995990753 113.05474603176117 60.037939667701721 48.108103632926941 213.71126902103424 57.91145920753479 702.81579029560089 337.49209475517273 152.73655533790588
leaf_count=18 4001 35 40 21 46 11 47 36 334 110 81
internal_value=0 0.0003539 0.000494313 0.00019905 -1.67481e-05 0.000164724 0.00161512 -0.000948095 -0.000209373 0.000818298 -0.00199297
internal_weight=0 1977.57 1911.79 1732.77 1619.72 1559.68 319.731 106.02 1239.95 537.133 199.641
internal_count=4780 779 744 704 683 637 94 47 543 209 99
is_linear=0
shrinkage=0.06


Tree=346
num_leaves=12
num_cat=0
split_feature=20 26 143 98 81 104 20 47 40 1 37
split_gain=0.0820042 0.365446 0.476613 0.460844 0.454516 0.390955 0.343165 0.255662 0.459466 0.222869 0.213402
threshold=0.0042751494329422721 0.00080172589514404546 0.002945306478068233 0.02636832278221846 0.0072436286136507997 0.0015833032084628942 0.0058306583669036635 0.040252277627587325 0.00244467705488205 0.00244467705488205 0.11766931414604188
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 7 -5 -4 -2 -9 -6 -1
right_child=1 2 6 5 9 -7 -8 8 -10 -11 -12
leaf_value=-0.00011233621643638173 -0.001722811713858822 -0.0026898088396037612 0.0061941320258080794 0.0075072948975431373 -0.00074725704483475188 0.00062777125781480721 0.0012485660506165717 -0.0022907426576953991 0.0055365823776357941 0.0025884680163564028 0.0023734744821376011
leaf_weight=8004.3200925588608 624.53415083885193 51.063630819320679 103.98675978183746 50.328261494636536 109.34979963302612 72.529840111732483 98.249010324478149 56.614025473594666 51.438340425491333 211.39743375778198 126.18833839893341
leaf_count=3993 409 46 29 13 50 33 40 51 14 53 49
internal_value=0 0.000419033 0.00248581 -2.62316e-05 -0.00043195 0.00344975 0.00379331 -0.00125661 0.00143713 0.00145137 -7.37268e-05
internal_weight=0 1429.49 253.299 1176.19 1053.33 122.858 202.236 732.587 108.052 320.747 8130.51
internal_count=4780 738 115 623 577 46 69 474 65 103 4042
is_linear=0
shrinkage=0.06


Tree=347
num_leaves=12
num_cat=0
split_feature=141 141 12 125 117 94 114 58 131 12 126
split_gain=0.0842355 0.294976 0.437281 0.552262 0.642204 0.608555 0.520021 0.519173 0.443589 0.413115 0.40016
threshold=0.0023699469165876512 0.0013986918493174019 0.0016846025246195497 0.027182282879948619 0.027182282879948619 0.0025217677466571335 0.0014881226234138014 0.0053125319536775359 0.00017767510871635753 0.0013986918493174019 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 9 -4 -1 -7
right_child=-2 -3 8 -5 6 10 -8 -9 -10 -11 -12
leaf_value=0.00064092141472152928 -0.00016985079352191106 0.00091091820588138793 -0.0028298478792898886 -0.0052896071578321874 -0.0041246880481900731 0.0037408051405848136 0.0019088170235805077 -0.0025850746218635257 -0.00033082093505085495 0.0068984834002973556 -0.00027603501703557504
leaf_weight=649.0636146068573 5007.3130902051926 1401.4722970724106 329.52013754844666 56.707702875137329 158.83496451377869 402.43873715400696 75.953754305839539 183.25670099258423 1140.4819711446762 40.243873715400696 114.71283948421478
leaf_count=326 2425 640 216 43 135 120 28 157 607 12 71
internal_value=0 0.000186754 -0.00013533 0.000525563 0.00072887 0.00121923 -0.00217288 0.000252541 -0.000891165 0.0010072 0.00284992
internal_weight=0 4552.69 3151.21 1681.21 1624.5 1389.72 234.789 872.564 1470 689.307 517.152
internal_count=4780 2355 1715 892 849 686 163 495 823 338 191
is_linear=0
shrinkage=0.06


Tree=348
num_leaves=12
num_cat=0
split_feature=135 24 44 40 101 35 1 43 56 97 9
split_gain=0.0856316 0.238737 0.413154 0.35781 0.339589 0.378096 0.258464 0.293327 0.209372 0.172117 0.311772
threshold=0.010500331409275534 0.011519505176693203 0.04673989117145539 0.013439828064292671 0.018276390619575981 0.0016846025246195497 0.00093549740267917525 0.0027679565828293566 0.00080172589514404546 0.00017767510871635753 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -3 10 -7
right_child=1 8 -4 -5 -6 9 -8 -9 -10 -11 -12
leaf_value=5.0051037449856901e-05 0.0027325536556611924 -0.0055084214579246872 -0.0055637605901700162 -0.0040761307703924016 0.0054514853033690641 -0.0031455828656951107 -0.0052955330710289482 -0.0034839636510777994 0.00075831187575196271 0.0029781978748353271 0.0028496880614038963
leaf_weight=8870.2378581762314 55.878656148910522 61.054341197013855 47.733394026756287 61.148018598556519 50.328261494636536 60.037939667701721 56.614025473594666 53.283788681030273 27.939328074455261 150.89110708236694 64.852964997291565
leaf_count=4385 18 55 43 47 13 46 51 48 9 47 18
internal_value=0 -0.000643935 -0.000214065 0.000248599 0.000786939 0.000254166 -0.00200965 -0.000302231 -0.00354235 0.00161521 -3.25878e-05
internal_weight=0 689.762 600.768 553.035 491.887 441.558 165.776 109.162 88.9937 275.782 124.891
internal_count=4780 395 331 288 241 228 117 66 64 111 64
is_linear=0
shrinkage=0.06


Tree=349
num_leaves=12
num_cat=0
split_feature=16 115 96 9 99 11 100 143 18 92 71
split_gain=0.0904569 0.125329 0.161254 0.245511 0.222204 0.118031 0.240046 0.594407 0.864668 0.453236 0.368055
threshold=0.012086483649909498 0.099488973617553725 0.00017767510871635753 0.00062670491752214741 0.0046923852059990176 0.0012357163941487672 0.00057154725072905432 0.0014881226234138014 0.0045489775948226461 0.17555952817201617 0.045367386192083366
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1 7 -7 9 10 -9
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.0003098709138886714 0.0023340483508940443 -0.0027863014015217565 -0.0063215946689269293 0.00031245465232951678 0.0026172483727263415 -0.0070057791667095014 5.3746869481461856e-05 -0.00032940295338889638 -0.0075504504883292922 0.0033021997736763123 -0.0049002702573284424
leaf_weight=3228.2921794652939 59.302570343017578 53.471143484115601 47.733394026756287 34.599801659584045 55.972333550453186 54.393867611885071 4820.4170204401016 959.5531553030014 61.054341197013855 117.4013843536377 67.808492183685303
leaf_count=1647 13 32 43 15 10 49 2483 347 55 33 53
internal_value=0 -1.46265e-05 -0.0015325 -0.0035367 -2.29144e-05 1.666e-05 -0.000139012 -0.000876279 -0.000599222 -0.000227861 -0.000631539
internal_weight=0 9500.7 191.777 82.3332 109.443 9308.92 6080.63 1260.21 1205.82 1144.76 1027.36
internal_count=4780 4767 100 58 42 4667 3020 537 488 433 400
is_linear=0
shrinkage=0.06


Tree=350
num_leaves=12
num_cat=0
split_feature=12 143 147 59 80 12 116 30 31 114 60
split_gain=0.0874846 0.295935 0.253275 0.239904 0.216949 0.191598 0.368428 0.194025 0.291974 0.258825 0.195581
threshold=0.024810968898236755 0.0049928687512874612 0.068554218858480467 0.0014427106943912806 0.00090704852482303988 0.015200819820165636 0.0092791137285530585 0.0095705352723598498 0.0032328735105693345 0.013860232196748258 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 7 -7 9 -9 -1 -11
right_child=1 -3 4 -5 -6 6 -8 8 -10 10 -12
leaf_value=-2.0659490456521733e-05 -0.00081362093205503301 0.0018978785428597046 -0.00032983131585386438 -0.0055974922500721929 0.0038014527381173909 -0.0023358644308207233 0.0026675167272042356 0.0016388686038578085 -0.0022931044105286569 -0.0013389354191943074 -0.0063076483333409901
leaf_weight=7695.4090178012848 165.04110097885132 351.18775153160095 138.30552923679352 48.843472957611084 68.276879191398621 289.46361863613129 64.759287595748901 480.61264932155609 79.096636295318604 143.48121428489685 35.522525787353516
leaf_count=3933 84 90 68 44 13 188 26 150 47 105 32
internal_value=0 0.000612448 -0.000461382 -0.00190819 0.00103676 -5.38292e-05 -0.00142065 3.59169e-06 0.0010829 -7.31379e-05 -0.00232793
internal_weight=0 771.655 420.467 213.885 206.582 8788.34 354.223 8434.12 559.709 7874.41 179.004
internal_count=4780 299 209 128 81 4481 214 4267 197 4070 137
is_linear=0
shrinkage=0.06


Tree=351
num_leaves=12
num_cat=0
split_feature=137 70 25 144 110 147 136 0 65 14 22
split_gain=0.0774195 0.195586 0.397899 0.301637 0.640949 0.357783 0.433632 0.279155 0.283956 0.242939 0.338462
threshold=0.0010263677686452868 0.0035485138650983576 0.022641776129603389 0.0072436286136507997 0.00057154725072905432 0.0045489775948226461 0.00038414125447161501 0.015675474889576439 0.000490355829242617 0.037906534969806678 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 6 -6 9 -9 10 -2
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=9.0932469845196484e-05 -0.0015200868896951989 -0.0063464111748269591 0.0043568269123640015 0.0032418972241332064 0.0058155802579234498 -0.0032243723860777723 -0.00014172685002320837 0.0029099376983018764 -0.0011479336987349541 0.0029187581759770138 0.0014463851430176146
leaf_weight=7446.0019180774689 1133.6341427564621 62.164420127868652 88.4456547498703 80.487747430801392 62.63280713558197 73.452564239501953 147.1861606836319 145.34071242809296 108.23972070217133 54.768577218055725 157.64525806903839
leaf_count=3773 617 56 15 24 16 50 76 42 49 17 45
internal_value=0 -0.000320485 0.000697169 -6.36256e-05 -0.000834539 0.000376864 0.0016385 -0.000647741 0.00117808 -0.000991768 -0.00115784
internal_weight=0 2114 514.369 425.924 345.436 283.272 209.819 1599.63 253.58 1346.05 1291.28
internal_count=4780 1007 237 222 198 142 92 770 91 679 662
is_linear=0
shrinkage=0.06


Tree=352
num_leaves=12
num_cat=0
split_feature=12 46 79 58 31 77 20 49 66 87 77
split_gain=0.0779274 0.273259 0.170293 0.218209 0.188275 0.16689 0.394006 0.1629 0.722712 0.329656 0.278228
threshold=0.024810968898236755 0.0045489775948226461 0.010500331409275534 0.00060774214216507982 0.0010918468469753864 0.012636432424187662 0.00062670491752214741 0.0010585968848317864 0.00087947337306104611 0.0026833302108570938 0.016164712607860569
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 6 -2 -1 10 -10 -9
right_child=1 2 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=2.2553231828659086e-05 -0.0057857179801208761 0.0036780373805213843 0.0020555887533743752 -0.004168003036533737 0.00047791779793679651 0.00048313496656043512 0.00034950030894113167 -0.001948731287932306 0.00026937465481083762 0.0052268522486747862 -0.0072722754126033767
leaf_weight=8132.6349114179611 61.054341197013855 175.68755316734314 46.998024702072144 35.522525787353516 106.20691764354706 248.0300384759903 98.155332922935486 383.7266503572464 164.94742357730865 68.183201789855957 38.852762579917908
leaf_count=4052 55 37 10 32 31 86 48 281 92 21 35
internal_value=0 0.00057803 0.00177139 -0.000625276 0.00247295 -0.000490012 -0.00200541 -5.08014e-05 -0.000960468 0.0017209 -0.00243979
internal_weight=0 771.655 364.415 82.5206 281.894 407.24 159.21 8788.34 655.71 233.131 422.579
internal_count=4780 299 110 42 68 189 103 4481 429 113 316
is_linear=0
shrinkage=0.06


Tree=353
num_leaves=12
num_cat=0
split_feature=114 144 52 24 129 25 60 145 67 35 72
split_gain=0.0782595 0.343616 0.609711 0.491083 0.627404 0.370765 0.367181 0.351529 0.41911 0.259597 0.526288
threshold=0.00082683752407319855 0.00017767510871635753 0.0022975050378590827 0.0049928687512874612 0.00017767510871635753 0.044033329933881767 0.0045489775948226461 0.00017767510871635753 0.0005375427135732026 0.00057154725072905432 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 7 5 -5 6 -4 -2 -9 -1 -11
right_child=1 -3 3 4 -6 -7 -8 8 -10 10 -12
leaf_value=0.00051812040211604853 -0.0008200556572192573 -5.3029228772840824e-05 -0.0052408249676789221 0.00511209300238587 -0.0024885860412022431 0.0030795261805860248 0.00048224909028348449 0.0044020624438577483 -0.0011067979215602828 -0.0020512729710363505 -7.2819683991686527e-05
leaf_weight=1229.7566726207733 81.410471558570862 4777.5127016305923 126.5489981174469 96.122529864311218 65.775689125061035 38.023715853691101 59.208892941474915 314.08675980567932 59.021538138389587 630.55293250083923 2081.9787814617157
leaf_count=647 41 2315 114 30 35 10 21 97 37 374 1059
internal_value=0 0.000143767 0.00126266 -0.000491937 0.00202447 -0.00231256 -0.00341736 0.0027513 0.00353056 -0.000204963 -0.000532788
internal_weight=0 5617.71 840.199 385.68 161.898 223.782 185.758 454.519 373.108 3942.29 2712.53
internal_count=4780 2700 385 210 65 145 135 175 134 2080 1433
is_linear=0
shrinkage=0.06


Tree=354
num_leaves=12
num_cat=0
split_feature=8 78 77 32 81 133 46 114 93 5 21
split_gain=0.0803182 0.25604 0.41314 0.571086 0.465134 0.382472 0.420341 0.44639 0.665435 0.344249 0.399204
threshold=0.0027679565828293566 0.010500331409275534 0.02636832278221846 0.00055427959887310873 0.010180860292166473 0.015675474889576439 0.0028552538715302949 0.0021592099219560628 0.0058306583669036635 0.033603202551603324 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -3 6 7 -5 -9 -1 -11
right_child=-2 2 -4 5 -6 -7 -8 8 -10 10 -12
leaf_value=0.00064691761736616166 -0.00015890373515422431 -0.0020901121869257386 0.0011028534443062346 0.0031019444138951045 -0.008370462418943252 0.0047057766376510188 -0.0021307188125773771 -0.0068923823730630109 0.0032241002128882666 -0.0054889960445995067 0.0016451068845698465
leaf_weight=2797.9281641244888 5211.2865812778473 378.92567491531372 424.82767057418823 169.94980370998383 47.733394026756287 58.192491412162781 259.67884230613708 48.843472957611084 44.777866840362549 71.138728976249695 46.716992497444153
leaf_count=1421 2633 212 124 48 43 12 145 44 8 56 34
internal_value=0 0.000190341 -0.000466373 -0.00112771 -0.00279454 9.5667e-05 -0.000417841 0.00126991 -0.00205552 0.000513081 -0.0026621
internal_weight=0 4348.71 1432.93 1008.1 426.659 581.442 523.25 263.571 93.6213 2915.78 117.856
internal_count=4780 2147 636 512 255 257 245 100 52 1511 90
is_linear=0
shrinkage=0.06


Tree=355
num_leaves=12
num_cat=0
split_feature=129 12 67 85 101 60 8 115 15 99 19
split_gain=0.0806838 0.223767 0.344062 0.402856 0.299176 0.379613 0.323541 0.290535 0.223821 0.325023 0.338406
threshold=0.0063990866765379914 0.0022272822679951791 0.00037263428384903824 0.0005375427135732026 0.000490355829242617 0.0013146653072908523 0.0053125319536775359 0.0063990866765379914 0.0044099434744566688 0.0068083447404205808 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 7 -4 -2 -6 -7 -3 -5 10 -10
right_child=1 2 3 8 5 6 -8 -9 9 -11 -12
leaf_value=-9.9716730427648154e-05 -0.0022574719696271815 -0.0058710494248971762 -0.0050066720040944845 5.3949733458237723e-05 0.0045773668575306179 -0.0021668682075887094 0.0023074196802271426 -0.00097653265548248167 0.0015893439970364614 0.0042180098803165393 -0.0032139909827849345
leaf_weight=7204.2435936927795 65.775689125061035 54.393867611885071 48.937150359153748 1108.9594738483429 143.21423196792603 90.291103005409241 163.19565272331238 219.90335559844971 269.12153816223145 126.37569320201874 65.588334321975708
leaf_count=3822 35 49 36 425 32 49 50 93 105 33 51
internal_value=0 0.000304772 1.57304e-05 0.000348691 0.00148779 0.00210919 0.000713468 -0.00194891 0.000515922 0.00162676 0.000647424
internal_weight=0 2355.76 1893.28 1618.98 462.477 396.701 253.487 274.297 1570.05 461.086 334.71
internal_count=4780 958 792 650 166 131 99 142 614 189 156
is_linear=0
shrinkage=0.06


Tree=356
num_leaves=12
num_cat=0
split_feature=98 125 47 117 68 28 23 101 37 128 62
split_gain=0.0787165 0.157716 0.200143 0.471634 0.344046 0.251034 0.245938 0.280537 0.178942 0.1701 0.127586
threshold=0.049604203552007682 0.0066005610860884198 0.019431582652032379 0.0042751494329422721 0.0068083447404205808 0.0013986918493174019 0.022641776129603389 0.0087224207818508166 0.00050559637020342063 0.0012745757703669371 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 -4 6 7 -5 -9 -6 -1
right_child=1 -3 4 5 9 -7 -8 8 -10 -11 -12
leaf_value=-2.5204465497979696e-05 -0.004892918679838305 -0.0028971507711344257 0.0064275509365964694 -0.003187674112751305 -0.0018149613407310332 0.0029229333561500005 0.0031933774202774589 0.0028551149385608698 -0.0014700533467271026 0.0032780828623927573 -0.0022283776546572851
leaf_weight=8748.3961580991745 56.614025473594666 43.386755704879761 56.98873507976532 109.89781415462494 51.157308220863342 149.87470555305481 65.963043928146362 74.937352776527405 63.55553126335144 43.667787909507751 95.560465455055237
leaf_count=4348 51 31 19 99 38 38 19 19 33 7 78
internal_value=0 0.000604986 0.000831273 0.000272313 0.00274751 0.000903146 -6.04531e-05 -0.000925483 0.000870631 0.000531413 -4.90351e-05
internal_weight=0 716.043 672.656 520.842 151.814 464.228 314.354 248.391 138.493 94.8251 8843.96
internal_count=4780 354 323 259 64 208 170 151 52 45 4426
is_linear=0
shrinkage=0.06


Tree=357
num_leaves=12
num_cat=0
split_feature=58 109 83 15 45 148 86 95 25 81 92
split_gain=0.0802468 0.379777 0.327714 0.347774 0.406207 0.237937 0.409387 0.427225 0.239208 0.237019 0.409018
threshold=0.00060774214216507982 0.024810968898236755 0.0081988852471113222 0.0058306583669036635 0.041476719081401832 0.041476719081401832 0.00080172589514404546 0.00077738583786413084 0.0010585968848317864 0.0015833032084628942 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 6 7 -5 -9 -1 -11
right_child=-2 -3 3 4 -6 -7 -8 8 -10 10 -12
leaf_value=-0.0016968163965308835 -8.8816281745588893e-05 -0.0043547047933460373 0.002592497193644001 -0.005102950096539118 0.0048605185452136905 0.0029203776656875303 -0.0076685977407448189 0.0030339435665399745 -0.0013541726003418009 -0.0022423945291142749 0.0010090323115709869
leaf_weight=277.44010519981384 7582.4338992834091 60.037939667701721 423.90494644641876 56.707702875137329 54.768577218055725 53.658498287200928 33.302367925643921 90.572135210037231 88.16462254524231 176.23556768894196 662.77332127094269
leaf_count=161 4001 46 107 43 17 16 30 25 39 86 209
internal_value=0 0.00034034 0.000487561 0.00141348 8.80455e-05 -0.000723934 -0.00145238 -0.000570246 0.000869892 -0.000176873 0.000325877
internal_weight=0 1977.57 1917.53 801.079 377.174 322.405 268.747 235.444 178.737 1116.45 839.009
internal_count=4780 779 733 277 170 153 137 107 64 456 295
is_linear=0
shrinkage=0.06


Tree=358
num_leaves=12
num_cat=0
split_feature=8 23 19 35 105 28 59 133 7 99 69
split_gain=0.0758479 0.243193 0.538838 0.421957 0.407743 0.185929 0.426472 0.512805 0.384546 0.506203 0.670732
threshold=0.0027679565828293566 0.036783467978239066 0.011880517937242987 0.00017767510871635753 0.00042089859198313212 0.00017767510871635753 0.01884530205279589 0.0010263677686452868 0.00017767510871635753 0.0030382014811038975 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 7 -2 9 10 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00018496203383947869 0.0047309096988473803 0.0010544889004819181 0.0021567800667155988 -0.00031307003781771991 -0.0061188686707106489 -0.00026010298384201731 0.0041837646455620461 0.003330016596595136 -0.0014360968208832043 -0.0012767645882050098 -0.0039398746404600733
leaf_weight=4348.7131023406982 84.928063154220581 69.293280720710754 99.45276665687561 62.539129734039307 143.38753688335419 3585.2973079681396 108.42707550525665 313.99308240413666 452.19088435173035 238.39998781681061 53.377466082572937
leaf_count=2147 28 22 33 24 113 1815 33 105 278 142 40
internal_value=0 -0.000154425 -0.00162686 -0.0029944 -0.00435668 -4.03294e-05 0.000589341 0.000247998 -0.000112282 0.000875983 0.00227295
internal_weight=0 5211.29 374.673 275.22 205.927 4836.61 1251.32 1142.89 1057.96 605.771 367.371
internal_count=4780 2633 192 159 137 2441 626 593 565 287 145
is_linear=0
shrinkage=0.06


Tree=359
num_leaves=12
num_cat=0
split_feature=128 88 13 128 106 53 17 15 81 17 1
split_gain=0.0734055 0.538366 0.570289 0.272392 0.810953 0.428604 0.422423 0.499806 0.408559 0.314007 0.567883
threshold=0.00060774214216507982 0.0051502294372767219 0.00096484774257987748 0.00017767510871635753 0.00064626874518580746 0.0048403022810816774 0.011169348377734424 0.011169348377734424 0.0063990866765379914 0.0018488886416889729 0.016164712607860569
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 9 -8 -7 10 -1
right_child=-2 -3 -4 4 5 8 7 -9 -10 -11 -12
leaf_value=0.00023125518228725537 0.0001308385045152168 -0.004181207784671433 0.0060549309340097324 -0.0081295941702051906 0.00088152962084670806 -0.0036077844351685871 -0.0043726538817316406 0.00065655971628205963 0.00030695221125201787 0.0015599222628211755 -0.0045692470089361828
leaf_weight=1689.9991416931152 5902.4676176309586 118.87212300300598 53.658498287200928 55.503946542739868 358.39623963832855 231.17744982242584 154.48832619190216 131.7387330532074 164.02469944953918 606.14524590969086 93.527662396430969
leaf_count=908 2811 99 16 50 145 184 123 54 75 255 60
internal_value=0 -0.000211242 -7.7767e-05 -0.000172363 -0.00113696 -0.000620932 0.000119331 -0.00205849 -0.00198335 0.000380259 -2.07239e-05
internal_weight=0 3657.53 3538.66 3485 809.102 753.598 2675.9 286.227 395.202 2389.67 1783.53
internal_count=4780 1969 1870 1854 454 404 1400 177 259 1223 968
is_linear=0
shrinkage=0.06


Tree=360
num_leaves=12
num_cat=0
split_feature=34 0 18 93 102 8 82 143 14 106 107
split_gain=0.0803956 0.150176 0.149392 0.18628 0.184304 0.166459 0.143515 0.135962 0.135284 0.134968 0.130568
threshold=0.02636832278221846 0.055838862434029586 0.00096484774257987748 0.00017767510871635753 0.00073092587990686308 0.0031340263085439806 0.0013986918493174019 0.016668972559273246 0.00082683752407319855 0.0084566329605877417 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 8 -4 -6 -7 9 -2 -5 -1
right_child=1 -3 4 7 5 6 -8 -9 -10 -11 -12
leaf_value=0.00018822781381132932 0.0022572645194976291 -0.0029032925310985692 0.0049164494117248598 -0.0029570329788496195 0.0027697230366634817 -0.0033140518714131666 0.00079761345151461017 0.0014047178733709617 -0.00083483260629490564 -0.00032033465008965602 -0.00028189360769476172
leaf_weight=4022.2702691555023 177.72035622596741 44.496834635734558 52.54841935634613 114.43180727958679 122.85810160636902 38.946439981460571 140.52568709850311 82.707905292510986 71.326083779335022 179.37844967842102 4512.7893295288086
leaf_count=1764 55 32 15 95 46 27 70 26 40 105 2505
internal_value=0 0.000502031 0.00065686 9.89556e-05 0.00164 0.00106908 -9.59892e-05 -0.000743049 0.00137172 -0.00134792 -6.03425e-05
internal_weight=0 1024.94 980.443 625.565 354.879 302.33 179.472 376.518 249.046 293.81 8535.06
internal_count=4780 511 479 321 158 143 97 226 95 200 4269
is_linear=0
shrinkage=0.06


Tree=361
num_leaves=12
num_cat=0
split_feature=112 87 114 27 11 81 100 127 60 126 65
split_gain=0.0800459 0.249426 0.355535 0.256215 0.18235 0.165857 0.161221 0.183731 0.160841 0.159558 0.156869
threshold=0.0033348383149132137 0.0022975050378590827 0.0014881226234138014 0.0026012937305495147 0.0012357163941487672 0.0027679565828293566 0.010829726699739696 0.00066645268816500913 0.018276390619575981 0.00068727668258361529 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 -2 10 7 -3 9 -7 -6
right_child=1 2 3 -5 5 8 -8 -9 -10 -11 -12
leaf_value=-5.918636662809322e-05 0.0010114578435739088 -0.003713005590576289 0.0063152775531268007 0.0014224579369192393 -0.0015564683311063293 -0.0039180076042137409 0.0024627418441306274 0.00074740871602447221 0.0019146670452487708 -0.00047807907543602371 0.0025764515172870981
leaf_weight=8565.9685038328171 258.38140857219696 55.503946542739868 79.471345901489258 74.843675374984741 62.164420127868652 128.86283338069916 71.419761180877686 82.614227890968323 32.473321199417114 77.892879962921143 70.403359651565552
leaf_count=4216 160 50 15 27 56 108 32 34 5 54 23
internal_value=0 0.00050959 0.00176017 0.00394469 -0.000212633 -0.00106336 0.000150251 -0.00104644 -0.00200643 -0.00262291 0.000638707
internal_weight=0 994.031 363.853 154.315 630.178 371.797 209.538 138.118 239.229 206.756 132.568
internal_count=4780 564 158 42 406 246 116 84 167 162 79
is_linear=0
shrinkage=0.06


Tree=362
num_leaves=12
num_cat=0
split_feature=135 40 97 109 23 91 110 62 102 103 44
split_gain=0.0770391 0.29929 0.357278 0.41606 0.308574 0.329827 0.229337 0.235585 0.185953 0.140687 0.155833
threshold=0.010500331409275534 0.00099512818269431613 0.00017767510871635753 0.00747153488919139 0.011169348377734424 0.0079489401541650313 0.0025217677466571335 0.0026833302108570938 0.0025217677466571335 0.00899649551138282 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 6 -6 8 -8 -3 10 -1
right_child=1 4 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00021057213613105252 0.001876281125814153 -0.0034278063802806696 0.0048692420138229491 -0.0053770077930368355 -0.0054122600953458357 0.00032837742781124371 0.0030164181349290799 -0.0023125810591629924 0.00040316969722337966 -0.002214679874728859 0.0002984506017408283
leaf_weight=3890.5034363269806 87.054543614387512 103.42469537258148 68.276879191398621 42.1829993724823 109.89781415462494 53.564820885658264 101.67292451858521 42.1829993724823 81.504148960113525 97.780623316764832 4881.953798532486
leaf_count=1904 38 77 13 38 99 24 35 38 33 80 2401
internal_value=0 -0.000610783 0.00136181 -0.000493512 -0.0014024 -0.00353207 -0.000342842 0.00145327 -0.00174007 4.74644e-05 7.27039e-05
internal_weight=0 689.762 197.514 129.238 492.247 163.463 328.785 143.856 184.929 8870.24 8772.46
internal_count=4780 395 89 76 306 123 183 73 110 4385 4305
is_linear=0
shrinkage=0.06


Tree=363
num_leaves=12
num_cat=0
split_feature=132 88 72 55 64 144 113 105 123 94 148
split_gain=0.0768355 0.341697 0.268012 0.374291 0.317582 0.43119 0.354165 0.404836 0.237 0.234521 0.312584
threshold=0.00043393640953581786 0.0051502294372767219 0.030689206905663017 0.0005893622583243997 0.00052132029668428015 0.0045489775948226461 0.0019071503775194289 0.00017767510871635753 0.00017767510871635753 0.00017767510871635753 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9 -2 -11
right_child=9 -3 -4 -5 -6 6 -8 8 -10 10 -12
leaf_value=-0.00011717788461329111 0.0013318954408420734 -0.0018352447536890369 -0.0031397286716324767 -0.0058117878192971142 0.0046321790611782354 0.0054725291743106122 0.0046478321607488779 0.00065176203191600387 -0.004223484871113208 -0.0038882479936315942 9.7042736740081401e-05
leaf_weight=4545.009718298912 565.07232546806335 399.73614239692688 96.764221787452698 38.852762579917908 54.768577218055725 50.328261494636536 122.95177900791168 142.93319976329803 47.82707142829895 72.248807907104492 3423.5068162679672
leaf_count=2340 218 255 71 35 17 13 38 56 35 57 1645
internal_value=0 -0.000146208 -1.37737e-05 4.67517e-05 9.27238e-05 4.19853e-05 0.00202861 0.000691469 -0.000572124 0.000197905 1.45676e-05
internal_weight=0 5499.17 5099.44 5002.67 4963.82 4909.05 364.04 241.089 190.76 4060.83 3495.76
internal_count=4780 2860 2605 2534 2499 2482 142 104 91 1920 1702
is_linear=0
shrinkage=0.06


Tree=364
num_leaves=12
num_cat=0
split_feature=92 143 107 80 63 63 29 101 23 94 68
split_gain=0.0758927 0.327973 0.394313 0.531611 0.471358 0.532668 0.29391 0.425621 0.653373 0.46487 0.587297
threshold=0.0034400182776153092 0.0025217677466571335 0.00046126570669002836 0.0098710241727530974 0.00052132029668428015 0.0038949446752667431 0.021960759535431865 0.0087224207818508166 0.00899649551138282 0.00017767510871635753 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 9 -9 10 -4
right_child=-2 2 6 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.00050375839059429062 0.00020207309732015003 -0.008334879957590885 0.0028566756238586409 0.0023947952181410581 -0.0008449151300015872 -0.0080835307223383977 0.0006954240880412319 -0.00018157320242659749 -0.0057721506871473921 -0.00067555584840336687 -0.0036686835316545696
leaf_weight=1885.4807608127594 3935.1876257658005 57.724104404449463 284.9436753988266 68.276879191398621 185.30355393886566 45.513236165046692 854.36263918876648 167.26125884056091 136.7270632982254 1879.1809469461441 60.037939667701721
leaf_count=979 1920 52 95 13 78 41 325 86 107 1038 46
internal_value=0 -0.000141436 -0.000466767 -0.0023635 -0.00348988 -0.00227513 -0.000266619 -0.000591747 -0.00269716 -0.00030388 0.00172032
internal_weight=0 5624.81 3739.33 356.818 288.541 230.817 3382.51 2528.15 303.988 2224.16 344.982
internal_count=4780 2860 1881 184 171 119 1697 1372 193 1179 141
is_linear=0
shrinkage=0.06


Tree=365
num_leaves=12
num_cat=0
split_feature=16 16 138 60 61 74 131 41 17 66 56
split_gain=0.0745769 0.089076 0.31269 0.197938 0.53323 0.172259 0.162242 0.155505 0.246262 0.30596 0.262131
threshold=0.012086483649909498 0.00093549740267917525 0.00082683752407319855 0.0070226341485977182 0.0030382014811038975 0.013860232196748258 0.0079489401541650313 0.00052132029668428015 0.074787221848964705 0.0023699469165876512 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 6 7 -5 -1 9 10 -9
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-7.4503285400936718e-05 0.0021192755654971598 -0.0056156492262089512 0.00030685641675927232 -0.0093972757232262862 0.00092517384388719618 0.0024748487163607016 -0.0032560525390793031 -0.0040257369851353702 0.0044771094696523664 0.0034143251391603579 0.00036316431512176372
leaf_weight=7961.37362408638 59.302570343017578 43.386755704879761 429.62864601612091 32.192288994789124 81.691503763198853 102.87668085098267 30.065808534622192 53.283788681030273 60.412649273872375 110.64723336696625 595.13813400268555
leaf_count=4116 13 31 193 29 17 28 19 48 14 35 237
internal_value=0 -1.32985e-05 -0.000710381 -0.000338421 -0.00226318 3.51205e-05 -0.00644152 6.50875e-06 0.000793464 0.00049974 1.94312e-06
internal_weight=0 9500.7 616.965 573.578 143.95 8883.73 62.2581 8780.86 819.482 759.069 648.422
internal_count=4780 4767 289 258 65 4478 48 4450 334 320 285
is_linear=0
shrinkage=0.06


Tree=366
num_leaves=12
num_cat=0
split_feature=121 117 59 125 141 83 42 12 118 129 52
split_gain=0.0789687 0.220103 0.632823 0.363911 0.412957 0.378196 0.37423 0.346042 0.513759 0.293311 0.289802
threshold=0.02129978779703379 0.019431582652032379 0.031632266007363803 0.0013986918493174019 0.0066005610860884198 0.02636832278221846 0.0079489401541650313 0.00747153488919139 0.00096484774257987748 0.0013146653072908523 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 10 -10 -5
right_child=-2 2 -4 7 -6 -7 -8 -9 9 -11 -12
leaf_value=8.4599402517715998e-05 0.00061030865608516184 -0.0030757486624445047 -0.0079535944239317469 -0.0018768005118367176 0.00049107547143529987 -0.005782208756542867 0.0016530051090395484 0.0029498571714919207 -0.0039453381413430142 -0.00030109266266555766 0.0022501065778217097
leaf_weight=7385.6173685789108 706.60036420822144 195.65492403507233 42.1829993724823 78.909281492233276 215.46303987503052 108.88141262531281 86.960866212844849 147.56087028980255 148.84425413608551 170.59149563312531 272.73280715942383
leaf_count=3565 394 152 38 63 89 90 46 44 126 89 84
internal_value=0 -4.87698e-05 -0.00071982 -0.000505232 -0.00161842 -0.00277922 -0.00162064 0.000320209 -0.000258368 -0.00199987 0.00132375
internal_weight=0 8853.4 1467.78 1425.6 606.96 391.497 282.616 818.639 671.078 319.436 351.642
internal_count=4780 4386 821 783 377 288 198 406 362 215 147
is_linear=0
shrinkage=0.06


Tree=367
num_leaves=12
num_cat=0
split_feature=84 72 20 77 5 73 45 27 39 36 142
split_gain=0.0715833 0.296694 0.379746 0.345564 0.328484 0.276997 0.315585 0.27039 0.267586 0.248243 0.238282
threshold=0.0011261500185355546 0.0020932231564074759 0.00017767510871635753 0.0046923852059990176 0.0016846025246195497 0.027182282879948619 0.0058306583669036635 0.0060143163427710542 0.00077738583786413084 0.00085274505545385193 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 9 5 6 -3 -4 -6 10 -2
right_child=1 2 7 -5 8 -7 -8 -9 -10 -11 -12
leaf_value=9.4985593988182817e-05 0.00063688709151388039 -0.0054635245518053653 0.001114004594211099 -0.0037493714363642018 0.0045037254634504517 -6.3334660652949922e-05 -0.0011111562635650371 -0.0011952416477592437 -0.0010537804396191241 -0.0047321676706777779 -0.0026486903191766395
leaf_weight=7160.5242780447006 338.77547860145569 124.42251765727997 1008.9446427822113 164.76006877422333 55.972333550453186 147.46719288825989 115.82291841506958 222.76520538330078 70.216004848480225 46.623315095901489 103.70572757720947
leaf_count=3532 192 104 440 108 10 52 72 136 39 42 53
internal_value=0 -0.000283673 0.000124679 -0.0013737 -0.00124523 -0.00211052 -0.00336657 0.000696295 0.00141293 -0.00057282 -0.000133589
internal_weight=0 2399.48 1745.61 653.865 513.901 387.713 240.245 1231.71 126.188 489.105 442.481
internal_count=4780 1248 853 395 277 228 176 576 49 287 245
is_linear=0
shrinkage=0.06


Tree=368
num_leaves=12
num_cat=0
split_feature=1 131 80 143 3 52 131 1 105 129 150
split_gain=0.0737546 0.34878 0.251977 0.238963 0.15456 0.120359 0.382892 0.554487 0.557922 0.526829 0.363847
threshold=0.091400381177663817 0.0005893622583243997 0.052634395658969886 0.00899649551138282 0.00038414125447161501 0.0060143163427710542 0.0037758676335215573 0.022641776129603389 0.0068083447404205808 0.00244467705488205 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 -2 -1 7 -7 -9 10 -8
right_child=1 3 -4 -5 -6 6 9 8 -10 -11 -12
leaf_value=0.00011707301733013187 -0.00583996036945822 8.6191142480544956e-05 0.0020156012197391523 0.0048337499591203075 -0.00033693397611986602 0.0002031322475106167 -0.0060185282804510951 -0.0085452511741293952 0.00060322559631303279 -0.00048753747649799646 -0.00039868468596480515
leaf_weight=6370.2511347532272 44.496834635734558 65.869366526603699 46.998024702072144 90.665812611579895 31.269564867019653 2199.2209107875824 133.20947170257568 53.283788681030273 43.574110507965088 420.93536937236786 60.225294470787048
leaf_count=3386 32 27 10 17 12 914 120 48 15 169 30
internal_value=0 0.000960427 -0.00143314 0.00283733 -0.00357224 -2.89772e-05 -0.000348638 7.36896e-06 -0.00443319 -0.00167892 -0.00426992
internal_weight=0 279.3 122.764 156.535 75.7664 9280.7 2910.45 2296.08 96.8579 614.37 193.435
internal_count=4780 98 54 44 44 4682 1296 977 63 319 150
is_linear=0
shrinkage=0.06


Tree=369
num_leaves=12
num_cat=0
split_feature=110 112 117 90 141 37 5 118 126 118 150
split_gain=0.0687031 0.351098 0.203434 0.285745 0.243019 0.225617 0.189022 0.129437 0.125194 0.122102 0.331716
threshold=0.024066280573606495 0.00082683752407319855 0.0056525857653468856 0.00046126570669002836 0.0010263677686452868 0.0011261500185355546 0.0019672545604407792 0.00017767510871635753 0.00017767510871635753 0.048151826485991485 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 7 4 5 -3 -4 -6 8 -2 -1 -11
right_child=1 2 3 -5 6 -7 -8 -9 -10 10 -12
leaf_value=9.0832454781595409e-06 -0.0027492169384225672 0.0061897186666616186 -0.0011085423761163775 -0.004923801566591275 -0.0022291131662051859 0.0034089302550232661 0.0043713862479619024 -0.0046324936865511394 0.0015588867476998341 -0.0019469136576286035 0.0027129111795336325
leaf_weight=8730.3538630008698 48.937150359153748 65.963043928146362 67.808492183685303 28.862052202224731 32.192288994789124 96.122529864311218 30.159485936164856 41.072920441627502 48.014426231384277 303.4403076171875 67.07312285900116
leaf_count=4356 36 19 53 26 29 30 11 37 19 144 20
internal_value=0 0.000715967 0.00180362 0.000570954 0.00365382 0.00154078 0.000965429 -0.00181389 -0.000616258 -3.61974e-05 -0.00110285
internal_weight=0 459.132 321.108 192.793 128.315 163.931 62.3518 138.024 96.9516 9100.87 370.513
internal_count=4780 260 168 109 59 83 40 92 55 4520 164
is_linear=0
shrinkage=0.06


Tree=370
num_leaves=12
num_cat=0
split_feature=100 21 42 34 42 109 113 47 11 99 1
split_gain=0.0676669 0.190763 0.19896 0.129223 0.142161 0.100746 0.391653 0.26406 0.223949 0.259566 0.219007
threshold=0.034632634371519096 0.0022975050378590827 0.0027679565828293566 0.064669914543628707 0.004017772153019906 0.029773407615721229 0.0005893622583243997 0.0032328735105693345 0.0087224207818508166 0.00017767510871635753 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1 -7 10 -9 -10 -8
right_child=1 2 3 -5 -6 6 7 8 9 -11 -12
leaf_value=2.1761002633743068e-05 0.0027390036153087465 -0.0043078677555990754 0.0026905986559680561 0.0031531217475795109 -0.0013405550911631311 -0.0050682500245705555 -0.0057918292262235114 0.00094899600254923959 4.5117145362860531e-05 -0.0062496624343384719 0.00081078197268231718
leaf_weight=8556.713162779808 121.84170007705688 35.522525787353516 42.464031577110291 51.438340425491333 120.99860346317291 67.808492183685303 51.063630819320679 381.7078971862793 65.869366526603699 36.632604718208313 27.939328074455261
leaf_count=4240 37 32 14 14 109 53 46 166 27 33 9
internal_value=0 0.000792855 -0.000154744 0.00053344 -0.000292344 -3.21975e-05 -0.000763768 -0.000244719 0.000280284 -0.00220844 -0.00345875
internal_weight=0 372.265 250.424 214.901 163.463 9187.73 631.021 563.213 484.21 102.502 79.003
internal_count=4780 206 169 137 123 4574 334 281 226 60 55
is_linear=0
shrinkage=0.06


Tree=371
num_leaves=12
num_cat=0
split_feature=46 0 60 109 140 59 142 27 88 89 26
split_gain=0.0733197 0.328364 0.26995 0.116226 0.105004 0.295051 0.36993 0.409449 0.293288 0.28262 0.237061
threshold=0.21471316367387774 0.0034400182776153092 0.0019672545604407792 0.0030382014811038975 0.0034400182776153092 0.0084566329605877417 0.0028552538715302949 0.0053125319536775359 0.0017376682371832433 0.013032016810029747 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 6 -1 10 -7 -6 -8
right_child=1 3 -4 -5 9 8 7 -9 -10 -11 -12
leaf_value=2.7086224149304394e-05 0.0037764591221678594 -0.00019906621098452073 -0.00044799893862754934 -0.004931918781952112 -0.00013440002415616089 -0.0042279650254526601 0.0013218428285802582 -0.0010905820214731834 -0.00036786013637028227 -0.0036266929182482426 0.0036933544049421994
leaf_weight=2244.7997245788574 134.14624571800232 38.023715853691101 91.588536739349365 36.632604718208313 5740.1665892601013 95.6541428565979 408.63082373142242 171.7015745639801 272.63912975788116 84.553353548049927 241.46324229240417
leaf_count=1141 40 10 34 33 2972 70 166 90 92 60 72
internal_value=0 0.000922316 0.00206301 -0.00252489 -2.99988e-05 0.000233108 0.000425833 0.0015149 -0.00137129 -0.000185157 0.00220312
internal_weight=0 300.391 225.735 74.6563 9259.61 3434.89 3066.6 821.796 368.293 5824.72 650.094
internal_count=4780 117 74 43 4663 1631 1469 328 162 3032 238
is_linear=0
shrinkage=0.06


Tree=372
num_leaves=12
num_cat=0
split_feature=16 11 21 141 47 45 19 23 60 108 40
split_gain=0.0698973 0.0737601 0.247765 0.363042 0.49384 0.524669 0.278546 0.549562 0.323395 0.257656 0.693555
threshold=0.012086483649909498 0.0012357163941487672 0.00040826165059115743 0.0011980500421486797 0.0032328735105693345 0.0045489775948226461 0.011880517937242987 0.010180860292166473 0.00017767510871635753 0.0016846025246195497 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 -3 -9 10 -4
right_child=-2 2 9 4 5 -7 -8 8 -10 -11 -12
leaf_value=0.00021334903529393885 0.002051687643639962 -0.0056723247642560901 0.002409922976768019 0.00042843572752034552 -0.0056781357746069827 0.0014955343932475807 0.00072984593883288558 -0.0057134149223012519 0.00077851511524529076 -0.00015105474504264026 -0.00089177069205268941
leaf_weight=3355.4032419919968 59.302570343017578 158.92864191532135 521.68556976318359 764.35256838798523 106.66125476360321 55.878656148910522 82.614227890968323 35.522525787353516 122.95177900791168 3888.5362108945847 408.16243672370911
leaf_count=1713 13 127 187 252 88 18 34 32 38 2072 206
internal_value=0 -1.28944e-05 -0.000136427 -0.000862383 -0.000210323 -0.00321254 -0.00237286 -0.00318041 -0.000679357 6.35033e-05 0.000960684
internal_weight=0 9500.7 6145.29 1326.91 926.892 162.54 400.017 317.403 158.474 4818.38 929.848
internal_count=4780 4767 3054 589 358 106 231 197 70 2465 393
is_linear=0
shrinkage=0.06


Tree=373
num_leaves=12
num_cat=0
split_feature=94 98 47 70 58 59 149 65 34 101 141
split_gain=0.0730041 0.202435 0.212368 0.126098 0.0935622 0.315018 0.429927 0.323996 0.370921 0.327834 0.396002
threshold=0.055838862434029586 0.0022975050378590827 0.00096484774257987748 0.0030382014811038975 0.0035485138650983576 0.011169348377734424 0.00042089859198313212 0.0022272822679951791 0.015200819820165636 0.010829726699739696 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 -6 8 9 10 -7
right_child=1 3 -4 -5 5 7 -8 -9 -10 -11 -12
leaf_value=0.0001226814702215614 -0.00059561187606986781 -0.003987103998158421 0.0036586128332877443 0.00090811387943996399 -0.0025717335550799075 0.001016085605388895 0.00019570366207789509 0.00053440586213933296 0.00010045659220846995 -0.0083845246663853436 -0.0043198855986643541
leaf_weight=5728.6536124944687 66.979445457458496 38.852762579917908 114.16482496261597 36.81995952129364 218.13753485679626 70.309682250022888 2730.920618891716 195.3879417181015 141.82312083244324 44.403157234191895 173.54702281951904
leaf_count=2614 28 35 22 17 148 31 1587 79 55 40 124
internal_value=0 0.000997662 0.00208612 -0.00160719 -2.76214e-05 -0.000268498 -9.0799e-06 -0.00149144 -0.0024117 -0.00364729 -0.00278161
internal_weight=0 256.817 181.144 75.6727 9303.18 3574.53 2949.06 625.471 430.083 288.26 243.857
internal_count=4780 102 50 52 4678 2064 1735 329 250 195 155
is_linear=0
shrinkage=0.06


Tree=374
num_leaves=12
num_cat=0
split_feature=112 13 147 102 122 11 53 32 39 91 141
split_gain=0.0731321 0.185025 0.352963 0.249275 0.238212 0.425417 0.15826 0.154472 0.152423 0.151196 0.129971
threshold=0.0033348383149132137 0.00044738779251929378 0.0038949446752667431 0.00017767510871635753 0.00099512818269431613 0.0010263677686452868 0.0081988852471113222 0.0023699469165876512 0.00017767510871635753 0.00075379351619631063 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 8 9 -5 -8 -10
right_child=1 -3 4 6 -6 -7 7 -9 10 -11 -12
leaf_value=-5.6605724695250835e-05 -0.001858410096020364 -0.0016956512766668718 0.0043591519631198949 0.0018202858627002709 0.0054120466981881507 -0.0034852234946608574 0.0029388963991787121 0.0038357159598755635 -0.0040478127120928851 -0.00040837060920069685 -0.00026184675678360718
leaf_weight=8565.9685038328171 166.60551702976227 122.48339200019836 60.412649273872375 73.63991904258728 86.225496888160706 42.1829993724823 76.970155835151672 87.241898417472839 48.843472957611084 131.36402344703674 98.061655521392822
leaf_count=4216 142 78 14 34 13 38 37 22 44 86 56
internal_value=0 0.000487053 0.000793959 0.000158806 0.0030892 0.00113362 0.000810204 0.00171753 -0.000406035 0.000829111 -0.00152251
internal_weight=0 994.031 871.548 682.727 188.821 102.596 516.121 295.576 220.545 208.334 146.905
internal_count=4780 564 486 421 65 52 279 145 134 123 100
is_linear=0
shrinkage=0.06


Tree=375
num_leaves=12
num_cat=0
split_feature=98 150 37 108 3 117 29 138 107 108 107
split_gain=0.0747494 0.171087 0.239537 0.193068 0.190166 0.185915 0.182157 0.172715 0.172506 0.15705 0.153619
threshold=0.049604203552007682 0.00043393640953581786 0.0037758676335215573 0.021960759535431865 0.00038414125447161501 0.0056525857653468856 0.015675474889576439 0.00044738779251929378 0.0079489401541650313 0.0013986918493174019 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 10 -4 -3 -6 -7
right_child=1 2 7 -5 9 6 -8 -9 -10 -11 -12
leaf_value=-4.7805628554148556e-05 -0.0027903238605061029 -0.0049880048568397891 -0.0061447513242533424 0.0042729963940787395 0.0047480420139347206 0.0033263817827136801 0.0022112968063303967 0.00069600878749324208 0.00051144002836314879 0.00070867728693130034 -0.0014812774173103725
leaf_weight=8843.9566235542297 50.047229290008545 43.293078303337097 28.862052202224731 64.852964997291565 69.386958122253418 29.049407005310059 164.39940905570984 24.515413880348206 38.946439981460571 69.199603319168091 133.49050390720367
leaf_count=4426 37 39 26 18 14 10 43 14 27 30 96
internal_value=0 0.000589522 0.000843886 0.00117989 0.000812969 0.000162138 0.000803679 -0.00300747 -0.00238616 0.00273306 -0.000620528
internal_weight=0 716.043 665.996 612.618 547.765 409.179 326.939 53.3775 82.2395 138.587 162.54
internal_count=4780 354 317 277 259 215 149 40 66 44 106
is_linear=0
shrinkage=0.06


Tree=376
num_leaves=12
num_cat=0
split_feature=141 117 150 103 12 21 107 77 121 146 105
split_gain=0.0684996 0.318826 0.435285 0.467038 0.294833 0.432336 0.425737 0.642713 0.407179 0.392736 0.358687
threshold=0.0023699469165876512 0.019431582652032379 0.007706565549597145 0.00899649551138282 0.0016846025246195497 0.0092791137285530585 0.0005893622583243997 0.004017772153019906 0.016164712607860569 0.0079489401541650313 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 -1 10 -10 -8
right_child=-2 2 -4 -5 -6 -7 8 -9 9 -11 -12
leaf_value=-0.0031137726631511931 -0.00015320148493933497 -0.0023167769667611364 0.0015030960369951786 0.003612590148499469 -0.00012167613295647311 -0.0020187175718082047 0.0026353059621651814 0.0024576651574229197 -0.0030902768204552162 0.0033243488257286569 0.00022556024812281212
leaf_weight=179.19109487533569 5007.3130902051926 522.76754891872406 195.29426431655884 52.54841935634613 1938.2165349721909 162.25887870788574 919.12192678451538 127.48577213287354 113.22805094718933 49.218182563781738 293.35591983795166
leaf_count=121 2425 382 87 15 978 130 351 34 102 12 143
internal_value=0 0.000168374 -0.000943901 -0.00177466 0.000395023 0.000938141 0.00122355 -0.000797676 0.00167441 -0.00114592 0.00205234
internal_weight=0 4552.69 770.61 575.316 3782.08 1843.86 1681.6 306.677 1374.92 162.446 1212.48
internal_count=4780 2355 484 397 1871 893 763 155 608 114 494
is_linear=0
shrinkage=0.06


Tree=377
num_leaves=12
num_cat=0
split_feature=92 71 15 98 15 10 131 37 69 119 26
split_gain=0.0719057 0.317371 0.437429 0.394788 0.353225 0.376126 0.329364 0.283163 0.273442 0.291829 0.534225
threshold=0.0034400182776153092 0.0033348383149132137 0.00017767510871635753 0.0072436286136507997 0.019431582652032379 0.0058306583669036635 0.040252277627587325 0.00099512818269431613 0.00017767510871635753 0.00050559637020342063 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 8 -6 -5 -10 -11
right_child=1 2 3 6 7 -7 -8 -9 9 10 -12
leaf_value=-0.00013768954972547093 0.0011243354590902066 -0.0049442934608979949 -0.00061512124930200693 -0.00043491283175798174 0.00047218225392665501 -0.0021354124843248131 -0.0043315117393575124 0.0058274290663187182 0.0010704794722018077 -0.00028306023871233372 0.0068200869517585144
leaf_weight=5624.8120578527451 839.28992116451263 66.698413252830505 1646.3313537836075 306.39583480358124 58.005136609077454 150.14168787002563 42.1829993724823 91.775891542434692 575.70472776889801 63.55553126335144 95.106128334999084
leaf_count=2860 271 52 901 179 28 111 38 18 268 33 21
internal_value=0 0.000196675 -0.000147275 -2.98677e-05 0.00104077 0.000629518 0.00085983 0.00375522 0.00107064 0.00169876 0.00397637
internal_weight=0 3935.19 2795.97 2729.28 1139.21 989.432 1082.95 149.781 1040.76 734.366 158.662
internal_count=4780 1920 1492 1440 428 382 539 46 501 322 54
is_linear=0
shrinkage=0.06


Tree=378
num_leaves=12
num_cat=0
split_feature=109 101 150 45 111 124 8 94 22 45 45
split_gain=0.0686601 0.357177 0.427465 0.416375 0.290372 0.353915 0.33062 0.577103 0.341413 0.339707 0.325181
threshold=0.016668972559273246 0.0049928687512874612 0.00017767510871635753 0.0066005610860884198 0.00035067093267571186 0.051876978948712356 0.00244467705488205 0.00093549740267917525 0.0014427106943912806 0.0014427106943912806 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 -4 9 -8 -9
right_child=1 3 4 -5 -6 -7 8 10 -10 -11 -12
leaf_value=7.4112274507548865e-05 -0.0057100831806256632 -0.0056316589859578374 -0.0021298302367366117 -0.00042972047168352798 0.0033267321102418519 0.0056446121131298339 -0.0070384383547877098 0.0040065199392970135 0.0013297602659419171 -0.001370609753108354 0.00053726784574519742
leaf_weight=7883.1341342926025 45.606913566589355 93.340307593345642 162.53991091251373 136.08537137508392 98.436365127563477 38.023715853691101 41.072920441627502 178.92411255836487 163.10197532176971 506.67842936515808 213.0555272102356
leaf_count=3900 33 76 106 66 24 10 37 48 58 319 103
internal_value=0 -0.000348676 1.9529e-08 -0.00254763 0.000186185 -5.12357e-05 -0.000222825 0.000875176 -0.00107935 -0.00179682 0.00212147
internal_weight=0 1676.87 1447.44 229.426 1401.83 1303.4 1265.37 554.52 710.853 547.751 391.98
internal_count=4780 880 738 142 705 681 671 257 414 356 151
is_linear=0
shrinkage=0.06


Tree=379
num_leaves=12
num_cat=0
split_feature=112 87 17 86 81 39 82 7 70 0 114
split_gain=0.0674052 0.187189 0.159724 0.2939 0.188636 0.14825 0.200806 0.171936 0.160771 0.153602 0.130493
threshold=0.0033348383149132137 0.0020292587578296666 0.0012357163941487672 0.00060774214216507982 0.0072436286136507997 0.00093549740267917525 0.0034400182776153092 0.0072436286136507997 0.0068083447404205808 0.00087947337306104611 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 10 -3 6 8 9 -2 -7 -4
right_child=1 2 3 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=-5.4325587963061728e-05 -0.0013464103894007605 0.0013398678871845253 0.0022159535121266481 -0.00070550861385237505 -0.0033218970415589033 0.0012442667282636175 0.0025884662825109237 0.0013671292983120065 0.0027545215601792071 -0.0028871593938963043 0.0055792495313573007
leaf_weight=8565.9685038328171 162.25887870788574 104.81580650806427 86.038142085075378 73.63991904258728 44.403157234191895 40.150196313858032 122.67074680328369 69.293280720710754 43.574110507965088 166.60551702976227 80.581424832344055
leaf_count=4216 130 54 29 34 40 20 62 22 15 142 16
internal_value=0 0.000467612 0.00149324 0.00245048 -4.86314e-05 -0.000193278 0.00066794 -0.00121802 -0.000477342 -0.00208466 0.0038449
internal_weight=0 994.031 389.478 240.259 149.219 604.553 328.504 276.049 205.833 206.756 166.62
internal_count=4780 564 173 79 94 391 207 184 145 162 45
is_linear=0
shrinkage=0.06


Tree=380
num_leaves=12
num_cat=0
split_feature=66 20 38 27 138 111 19 18 17 149 84
split_gain=0.06571 0.0873347 0.265607 0.390661 0.314655 0.281017 0.260323 0.259165 0.235498 0.194697 0.181943
threshold=0.030689206905663017 0.0042751494329422721 0.00037263428384903824 0.00017767510871635753 0.0011261500185355546 0.0015349716995842757 0.0084566329605877417 0.00096484774257987748 0.00017767510871635753 0.00085274505545385193 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 6 10 7 9 -3 -4 -6
right_child=-2 2 4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-6.4298233098460456e-05 -0.0022977757184173683 0.0054897872392872934 0.0014505638939903761 -0.00083216905705752364 -0.0048638885947015435 0.0029986881687513196 0.0036897265266533285 0.0027575247339881883 -0.00070094966431188835 -0.0040828536720162985 -0.00044298492837627814
leaf_weight=8130.5084309577942 44.496834635734558 61.429050803184509 41.353952646255493 657.19482684135437 49.953551888465881 58.192491412162781 225.92213726043701 103.8930823802948 34.506124258041382 51.063630819320679 101.48556971549988
leaf_count=4042 32 23 13 398 45 12 58 37 23 46 51
internal_value=0 1.07262e-05 0.000451125 -0.00030994 0.00135816 -0.000541906 0.00230141 0.000702617 0.00326468 -0.00160793 -0.00190351
internal_weight=0 9515.5 1384.99 753.13 631.864 209.632 422.233 196.311 95.9352 92.4176 151.439
internal_count=4780 4748 706 444 262 108 154 96 46 59 96
is_linear=0
shrinkage=0.06


Tree=381
num_leaves=12
num_cat=0
split_feature=118 45 143 19 52 147 45 105 143 124 79
split_gain=0.0688329 0.24041 0.263015 0.254639 0.362069 0.322711 0.30155 0.336732 0.407302 0.444729 0.36045
threshold=0.0014427106943912806 0.021960759535431865 0.0038949446752667431 0.0019672545604407792 0.0011615398107096555 0.00055427959887310873 0.0087224207818508166 0.0036604277556762104 0.028020657598972324 0.0038949446752667431 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 8 9 -5 -9
right_child=1 2 -4 6 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00012369127137381962 0.0026760847917336903 0.00060874921445949553 -0.0053906750112805366 -0.0035900661274851126 0.0013307891262806827 -0.0017870024763776146 0.0015480458675079885 -0.0020140251880674236 0.0022147753766685705 -0.0003111172213922321 0.00094059147205916114
leaf_weight=6012.9790239334106 73.733596444129944 49.030827760696411 56.614025473594666 322.76598656177521 1245.3258774280548 277.62746000289917 302.42390608787537 191.77667272090912 91.682214140892029 276.42370367050171 659.61638939380646
leaf_count=3145 26 28 51 218 467 145 135 100 26 152 287
internal_value=0 0.000209579 -0.00260834 0.000296158 0.000850887 -0.000849923 -0.000184013 -0.000523732 -0.00150782 -0.0020777 0.000274904
internal_weight=0 3547.02 105.645 3441.38 1596.69 351.361 1844.69 1542.26 690.872 599.19 851.393
internal_count=4780 1635 79 1556 638 171 918 783 396 370 387
is_linear=0
shrinkage=0.06


Tree=382
num_leaves=12
num_cat=0
split_feature=34 61 116 143 54 53 71 131 10 42 15
split_gain=0.0672882 0.133749 0.329789 0.396751 0.298965 0.363864 0.416989 0.496918 0.401495 0.371223 0.546396
threshold=0.02636832278221846 0.0019071503775194289 0.01884530205279589 0.013032016810029747 0.0062037324532866487 0.0095705352723598498 0.004017772153019906 0.0027679565828293566 0.0045489775948226461 0.00093549740267917525 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 -7 -8 9 10 -1
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.00024906057123271912 0.00045928946239239839 -0.00032661543279286545 -0.00098158010075008895 0.004745565487277695 0.0011507992379975155 -0.0048552054057434202 0.0001716953169573543 -0.0056609081575705843 -0.0018966077799497847 0.0011459532923079627 -0.0023964032358801427
leaf_weight=1571.0614410638809 1024.9400849342346 3701.4808861017227 69.105925917625427 117.49506175518036 749.34542798995972 113.41540575027466 338.22746407985687 62.164420127868652 337.00965785980225 1133.5545152425766 342.19939279556274
leaf_count=623 511 1952 38 25 384 86 143 56 247 528 187
internal_value=0 -5.52017e-05 0.000152645 0.00262518 5.33053e-05 -0.000157719 -0.00164529 -0.000735056 6.81981e-05 0.000285581 -0.000224199
internal_weight=0 8535.06 4833.58 186.601 4646.98 3897.63 513.807 400.392 3383.83 3046.82 1913.26
internal_count=4780 4269 2317 63 2254 1870 285 199 1585 1338 810
is_linear=0
shrinkage=0.06


Tree=383
num_leaves=12
num_cat=0
split_feature=98 107 27 32 135 101 1 42 135 117 80
split_gain=0.0670555 0.181162 0.298081 0.323899 0.236419 0.235516 0.147516 0.138083 0.13781 0.137105 0.808625
threshold=0.049604203552007682 0.0079489401541650313 0.0041444667149335155 0.00055427959887310873 0.0079489401541650313 0.0087224207818508166 0.0053125319536775359 0.0095705352723598498 0.00039601318712811922 0.014293605927377941 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 5 6 -2 -3 -5 -7 -1 -11
right_child=1 4 -4 7 -6 8 -8 -9 -10 10 -12
leaf_value=8.1048332970011522e-05 -0.0019610570106113941 -0.00079073222733058225 0.0026710337595964597 -0.0048961169048469541 0.0050618299632760608 -0.00071011424544640178 0.0026484039252578652 -1.3834367758114546e-05 0.003069869039942144 -0.00015419474633070136 -0.0049346076154952916
leaf_weight=6877.9084877967834 104.44109690189362 97.874300718307495 106.20691764354706 82.145840883255005 62.63280713558197 53.564820885658264 82.80158269405365 27.939328074455261 98.436365127563477 1829.2273950576782 136.82074069976807
leaf_count=3334 86 72 31 74 16 24 18 9 24 993 99
internal_value=0 0.000558379 -0.000126364 -0.00093746 0.0018883 0.000231442 0.000785976 -0.00365814 0.00173822 -4.52588e-05 -0.000487106
internal_weight=0 716.043 472.734 366.527 243.309 256.442 180.676 110.085 152.001 8843.96 1966.05
internal_count=4780 354 248 217 106 134 90 83 48 4426 1092
is_linear=0
shrinkage=0.06


Tree=384
num_leaves=12
num_cat=0
split_feature=4 83 77 14 20 147 60 47 107 95 22
split_gain=0.0676433 0.273032 0.295289 0.294333 0.326905 0.395288 0.286522 0.416368 0.360103 0.324847 0.337162
threshold=0.0021592099219560628 0.0032328735105693345 0.00057154725072905432 0.0022272822679951791 0.0022272822679951791 0.023343417793512348 0.0013146653072908523 0.029773407615721229 0.013032016810029747 0.0072436286136507997 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 8 9 -3 -8 -11
right_child=1 3 -4 4 -6 -7 7 -9 -10 10 -12
leaf_value=-0.00010882098761436617 0.0050623250920799794 0.0015642636511627608 0.00091659972041556893 -0.0031408138086765781 0.00077513647136428208 0.001034739865816048 -0.00039976688870715086 0.003685161104243659 -0.0010611486736782068 -0.0068046279290394588 -0.00022277344979089518
leaf_weight=6527.521683216095 72.71719491481781 860.19406604766846 411.22569119930267 320.45215129852295 217.77687513828278 109.44347703456879 609.38180530071259 77.157510638237 240.6201456785202 63.27449905872345 50.234584093093872
leaf_count=3463 17 306 136 224 83 42 266 21 144 57 21
internal_value=0 0.000234116 0.00154045 -1.39964e-05 -0.00111854 -0.0020778 0.00036239 -0.000501654 0.000990347 -0.00094898 -0.00389452
internal_weight=0 3032.48 483.943 2548.54 647.673 429.896 1900.86 800.048 1100.81 722.891 113.509
internal_count=4780 1317 153 1164 349 266 815 365 450 344 78
is_linear=0
shrinkage=0.06


Tree=385
num_leaves=12
num_cat=0
split_feature=141 60 65 5 80 81 93 46 123 106 9
split_gain=0.0656038 0.198633 0.401349 0.539655 0.29622 0.281222 0.479624 0.194353 0.329517 0.493592 0.41276
threshold=0.0023699469165876512 0.013860232196748258 0.0051502294372767219 0.00043393640953581786 0.00050559637020342063 0.0027679565828293566 0.0028552538715302949 0.0062037324532866487 0.00017767510871635753 0.0019071503775194289 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -2 9 10 -9
right_child=7 2 -4 5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00029527856260930599 0.00017116498647464203 -0.001183053475094071 0.0016713117536028836 -0.0083143628888452444 -0.0078667232663984614 0.0011277472190720321 0.0021802569273164196 -0.0070776534080010311 0.00011590694616327881 -0.00042165193165308442 -0.0020967644551540036
leaf_weight=4107.5168423652649 2881.4791660308838 35.709880590438843 136.36640357971191 35.522525787353516 72.155130505561829 137.47648251056671 27.939328074455261 77.705525159835815 1130.4116332530975 656.83416712284088 260.88259863853455
leaf_count=2148 1375 16 42 32 65 43 9 70 509 333 138
internal_value=0 0.0001648 -0.0010389 -0.00223588 -0.00565717 -0.000397408 -0.0036979 -0.000149905 -0.00058509 -0.00138108 -0.00324162
internal_weight=0 4552.69 445.17 308.803 107.865 200.938 63.4619 5007.31 2125.83 995.422 338.588
internal_count=4780 2355 207 165 81 84 41 2425 1050 541 208
is_linear=0
shrinkage=0.06


Tree=386
num_leaves=12
num_cat=0
split_feature=59 85 129 20 24 12 30 24 95 65 77
split_gain=0.0629998 0.253358 0.471614 0.409421 0.405527 0.386623 0.326359 0.30084 0.332981 0.276953 0.385227
threshold=0.0030382014811038975 0.0016331639490090313 0.00017767510871635753 0.00038414125447161501 0.0026012937305495147 0.0045489775948226461 0.0095705352723598498 0.002945306478068233 0.0027679565828293566 0.00038414125447161501 0.016164712607860569
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 9 -3 -4 -9 10 -1
right_child=-2 6 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=6.904514827533892e-05 -0.00014281540489564627 -0.0015873882550804378 0.0031622287838775202 -0.00109140035594329 0.0014703614547644287 -0.0048679025235377994 0.00037631284642471077 0.0015126318890659695 -0.0047530594022410439 -0.0013908712039612703 0.0040614580923771992
leaf_weight=1031.7738634347916 5142.0214003324509 587.62051391601562 461.74130749702454 396.40590560436249 506.69247925281525 63.27449905872345 632.59978544712067 180.86323821544647 36.632604718208313 425.45531260967255 94.918773531913757
leaf_count=598 2417 400 133 252 222 57 295 74 33 262 37
internal_value=0 0.000166119 0.000446791 0.00118299 0.000345906 -0.000274359 -0.000569398 0.00229575 0.000455608 -8.6798e-05 0.000405719
internal_weight=0 4417.98 3197.76 1582.34 903.098 1615.42 1220.22 679.237 217.496 1552.15 1126.69
internal_count=4780 2363 1668 714 474 954 695 240 107 897 635
is_linear=0
shrinkage=0.06


Tree=387
num_leaves=12
num_cat=0
split_feature=55 8 131 127 128 19 79 85 39 13 63
split_gain=0.06927 0.226893 0.303532 0.233398 0.223215 0.189486 0.214156 0.275132 0.220091 0.167317 0.162454
threshold=0.00075379351619631063 0.0060143163427710542 0.0023699469165876512 0.0025217677466571335 0.0026012937305495147 0.004017772153019906 0.0058306583669036635 0.0092791137285530585 0.00747153488919139 0.0051502294372767219 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 8 -8 -6 -4 -9
right_child=1 2 9 -5 5 -7 7 10 -10 -11 -12
leaf_value=6.1091278779837731e-05 -0.0042431974314810555 -0.0067054659085712945 -0.0029798487051637384 0.0012274124768243007 0.00014034780994504683 -0.0037291321856362082 -0.0051155536146344936 -0.0023441511279743209 0.0041081875292315016 0.001344027783810587 0.0018520391014302229
leaf_weight=8361.8732355833054 58.83418333530426 44.403157234191895 68.824893712997437 329.81521964073181 329.44051003456116 55.503946542739868 58.83418333530426 64.571932792663574 59.302570343017578 60.412649273872375 68.183201789855957
leaf_count=4210 53 40 62 95 127 50 53 42 13 14 21
internal_value=0 -0.0004267 -0.00243161 -8.66821e-05 -0.000710674 -0.000383192 -6.25937e-05 -0.0017039 0.000746541 -0.000959157 -0.000189211
internal_weight=0 1198.13 173.641 1024.49 694.671 635.836 580.332 191.589 388.743 129.238 132.755
internal_count=4780 570 116 454 359 306 256 116 140 76 63
is_linear=0
shrinkage=0.06


Tree=388
num_leaves=12
num_cat=0
split_feature=12 125 143 89 63 25 100 105 46 92 17
split_gain=0.0632167 0.299854 0.18982 0.171998 0.163074 0.123205 0.270873 0.130746 0.110298 0.29752 0.222539
threshold=0.032603342086076743 0.0015833032084628942 0.0056525857653468856 0.0026833302108570938 0.00042089859198313212 0.072653736919164671 0.00057154725072905432 0.00042089859198313212 0.0045489775948226461 0.17555952817201617 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 8 7 -7 9 -1 -10
right_child=1 2 -4 -5 -6 6 -8 -9 10 -11 -12
leaf_value=0.00024298005364530522 0.00014480830632163523 -0.0031108000984535083 0.002897326483020571 0.0012357925495389186 -0.003726680577489685 0.0018657439498488554 -0.0059395085067229184 -0.001845508572623548 -0.00073403207727211126 -0.0044596368600761677 0.00015191746396531184
leaf_weight=4642.7107141017914 90.384780406951904 43.386755704879761 190.30593407154083 132.94248938560486 69.012248516082764 57.082412481307983 39.962841510772705 84.834385752677917 1795.456640124321 48.843472957611084 2365.0770086050034
leaf_count=2331 41 31 34 47 46 11 36 36 1003 44 1120
internal_value=0 0.000639281 0.00158371 0.000165133 -0.00153267 -3.72874e-05 -0.00158267 -0.000352489 -5.51775e-06 0.000193927 -0.000230418
internal_weight=0 526.032 366.635 176.329 159.397 9033.97 181.88 141.917 8852.09 4691.55 4160.53
internal_count=4780 199 112 78 87 4581 83 47 4498 2375 2123
is_linear=0
shrinkage=0.06


Tree=389
num_leaves=12
num_cat=0
split_feature=84 87 72 75 11 87 138 46 9 80 14
split_gain=0.067027 0.251147 0.241517 0.263462 0.273746 0.334868 0.291771 0.307086 0.277817 0.245608 0.297359
threshold=0.0011261500185355546 0.052634395658969886 0.0020932231564074759 0.0010918468469753864 0.0062037324532866487 0.011519505176693203 0.0014881226234138014 0.0033348383149132137 0.0013560238294303419 0.029773407615721229 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -4 8 6 -6 -8 -5 10 -2
right_child=2 -3 3 4 5 -7 7 -9 -10 -11 -12
leaf_value=0.000126098043732241 0.00021869370155193233 -0.0036010151165560963 0.0018953881711089432 0.0005785151438072744 -0.0049990037026095635 0.0024040910376745203 -0.0057134911768735117 -0.00013068308788570548 -0.002842756088534782 -0.0063600755522907875 -0.0024138572480156112
leaf_weight=7094.9359437227249 335.63259661197662 65.588334321975708 250.25019633769989 998.57922279834747 101.01718270778656 64.852964997291565 43.293078303337097 194.2778627872467 93.340307593345642 32.192288994789124 286.03970444202423
leaf_count=3481 173 51 88 463 91 18 39 78 76 29 193
internal_value=0 9.1909e-05 -0.000274501 9.39294e-05 -0.000207653 -0.00154299 -0.0022995 -0.00115003 0.000285822 -0.00125796 -0.000992771
internal_weight=0 7160.52 2399.48 1745.61 1495.36 403.441 338.588 237.571 1091.92 653.865 621.672
internal_count=4780 3532 1248 853 765 226 208 117 539 395 366
is_linear=0
shrinkage=0.06


Tree=390
num_leaves=12
num_cat=0
split_feature=92 11 47 82 142 92 52 140 79 56 29
split_gain=0.0690908 0.219304 0.364806 0.437623 0.242766 0.441492 0.419925 0.352794 0.324521 0.288778 0.282989
threshold=0.0034400182776153092 0.020658296532928947 0.0014427106943912806 0.0044099434744566688 0.0011980500421486797 0.0072436286136507997 0.00096484774257987748 0.031632266007363803 0.00082683752407319855 0.0019672545604407792 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 7 8 9 -7 10 -6
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00013498251810428584 -0.00069251178714468606 0.00074607320116598392 -0.0044189886622660662 0.0011266592512905178 -0.0025443579499889088 0.0059445686741054363 -0.00020899260843509386 0.004145774194069321 0.0006445244750666098 0.0038642369288048569 0.0011168134106281119
leaf_weight=5624.8120578527451 649.33059692382812 213.61759161949158 162.44623351097107 74.749997973442078 87.883590340614319 72.71719491481781 1734.0416392087936 168.74604737758636 97.045253992080688 116.38498282432556 558.22449707984924
leaf_count=2860 399 55 114 35 63 17 883 55 47 24 228
internal_value=0 0.000192772 -0.00105233 -0.0026716 0.000353891 0.000593572 6.98861e-05 0.00166406 0.00291694 0.00111437 0.000618504
internal_weight=0 3935.19 450.814 237.196 3484.37 2835.04 1903.8 931.239 169.762 762.493 646.108
internal_count=4780 1920 204 149 1716 1317 947 370 64 315 291
is_linear=0
shrinkage=0.06


Tree=391
num_leaves=12
num_cat=0
split_feature=112 87 85 31 11 33 87 15 92 71 146
split_gain=0.0673326 0.162551 0.196845 0.253046 0.188901 0.13908 0.130542 0.147218 0.127318 0.273552 0.384808
threshold=0.0033348383149132137 0.0030382014811038975 0.0034400182776153092 0.00070876078098081063 0.0012357163941487672 0.00077738583786413084 0.004017772153019906 0.019431582652032379 0.0034400182776153092 0.0033348383149132137 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 6 5 -2 -3 -8 -1 10 -10
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00025262189068722083 -0.00083469954283032285 0.0037752314949166099 0.0041625137696376701 -0.0040204513054779741 -0.00088002488674765813 0.0020223438116055577 -0.0025008262526831303 0.0018702146939235317 0.0029138628584241158 -0.00012663790331122893 0.00034376673880652335
leaf_weight=4936.9893580675125 88.899991869926453 63.742886066436768 80.581424832344055 34.412446856498718 402.97270178794861 197.42074477672577 41.072920441627502 84.928063154220581 282.81719493865967 2535.3734221458435 810.78852868080139
leaf_count=2491 72 17 16 31 266 97 37 28 85 1330 310
internal_value=0 0.000467353 0.00162105 0.00070598 -4.286e-05 0.00113528 0.00156484 0.00044452 -5.43033e-05 0.000215496 0.00100862
internal_weight=0 994.031 304.738 224.156 689.293 286.321 189.744 126.001 8565.97 3628.98 1093.61
internal_count=4780 564 129 113 435 169 82 65 4216 1725 395
is_linear=0
shrinkage=0.06


Tree=392
num_leaves=12
num_cat=0
split_feature=97 27 127 99 79 40 30 19 48 108 46
split_gain=0.0697372 0.230318 0.457487 0.311028 0.229852 0.238884 0.186735 0.267659 0.187212 0.175783 0.365353
threshold=0.0016846025246195497 0.0010585968848317864 0.0005893622583243997 0.0030382014811038975 0.00055427959887310873 0.00047558375808876013 0.0010918468469753864 0.010180860292166473 0.0042751494329422721 0.00017767510871635753 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 -3 -6 7 -7 -8 10 -1
right_child=1 4 -4 -5 5 6 8 -9 -10 -11 -12
leaf_value=-0.0019441567714328283 -0.0024342595974177492 -0.0034759024320879205 -0.0060032024726700698 0.0015744380868611893 0.0022381872195999402 -0.0044446748952822754 1.2179437776998712e-05 -0.00017731353003219916 0.0038267737214588943 0.00016397859423619235 0.0018154268174630163
leaf_weight=372.26520133018494 153.56560206413269 66.698413252830505 71.045051574707031 127.39209473133087 170.96620523929596 82.145840883255005 1239.7614328861237 148.38991701602936 48.014426231384277 6955.7873178720474 123.96818053722382
leaf_count=206 106 52 64 42 57 74 559 69 19 3485 47
internal_value=0 -0.000304732 -0.00170527 -0.000616719 -2.38988e-05 0.000112596 -0.000126884 -0.00169915 0.000154692 8.61388e-05 -0.00100477
internal_weight=0 2107.98 352.003 280.958 1755.98 1689.28 1518.31 230.536 1287.78 7452.02 496.233
internal_count=4780 1042 212 148 830 778 721 143 578 3738 253
is_linear=0
shrinkage=0.06


Tree=393
num_leaves=12
num_cat=0
split_feature=18 10 150 58 31 141 132 118 52 96 39
split_gain=0.0632882 0.208185 0.331663 0.384318 0.330458 0.292318 0.471185 0.508317 0.39993 0.379594 0.375646
threshold=0.00047558375808876013 0.0023699469165876512 0.0015349716995842757 0.00046126570669002836 0.0038949446752667431 0.00070876078098081063 0.00017767510871635753 0.00017767510871635753 0.010500331409275534 0.0079489401541650313 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 7 10 -9 -10 -7
right_child=1 5 3 4 -6 6 -8 8 9 -11 -12
leaf_value=-0.00013301225782666055 0.00022419374810111551 0.0019172023711007628 0.0032950690617397451 -0.0013819581650284152 -0.005479541353519724 -0.003968212921848879 0.0010049711824004894 -0.0031186190561270214 -0.0019032898530907513 0.004021778895989289 0.0020147853406429009
leaf_weight=5488.6330090761185 1154.8474196195602 448.49998784065247 51.438340425491333 367.82488560676575 87.696235537528992 44.403157234191895 1144.4679497480392 360.22763800621033 97.045253992080688 64.852964997291565 250.06284153461456
leaf_count=2802 434 210 14 202 79 40 554 276 47 18 104
internal_value=0 0.000179189 -0.000337435 -0.00161661 -0.00217185 0.000535489 0.000219406 -0.000881565 -0.00200563 0.000471183 0.00111156
internal_weight=0 4071.37 1661.81 506.959 455.521 2409.56 1961.06 816.592 522.126 161.898 294.466
internal_count=4780 1978 729 295 281 1249 1039 485 341 65 144
is_linear=0
shrinkage=0.06


Tree=394
num_leaves=12
num_cat=0
split_feature=97 122 72 83 79 47 116 144 38 102 58
split_gain=0.0655508 0.216794 0.34923 0.290712 0.261155 0.237148 0.284705 0.212061 0.207994 0.368134 0.34382
threshold=0.0016846025246195497 0.0017376682371832433 0.0010263677686452868 0.0026833302108570938 0.00899649551138282 0.0020292587578296666 0.0022975050378590827 0.021960759535431865 0.00037263428384903824 0.00062670491752214741 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 7 6 -5 -3 -1 10 -10
right_child=1 4 3 5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00018818456978985412 -0.0042208939942921025 0.00084802348964408173 0.0007534707724934903 -0.0013349792528511613 -0.0028055473702966365 -0.00053893607789137245 -0.0062435989626467526 0.0047432006937640101 0.0031141584263603048 3.3950268639755574e-05 0.00065396502556987755
leaf_weight=4295.9492284059525 91.120149731636047 329.44051003456116 522.60829389095306 139.50928556919098 60.037939667701721 844.81221604347229 61.148018598556519 59.302570343017578 303.07964789867401 2224.4576441049576 628.53417932987213
leaf_count=2342 74 127 204 61 46 470 47 13 79 1058 259
internal_value=0 -0.000295447 -0.000611899 -0.000401926 0.000874389 -0.000979502 -0.00283319 0.0014433 8.35102e-05 0.000453327 0.00145458
internal_weight=0 2107.98 1659.2 1568.08 448.781 1045.47 200.657 388.743 7452.02 3156.07 931.614
internal_count=4780 1042 856 782 186 578 108 140 3738 1396 338
is_linear=0
shrinkage=0.06


Tree=395
num_leaves=12
num_cat=0
split_feature=94 47 47 95 150 115 24 12 30 78 92
split_gain=0.068333 0.166763 0.226898 0.195776 0.120178 0.0829434 0.144974 0.090272 0.141735 0.14339 0.185238
threshold=0.055838862434029586 0.00096484774257987748 0.0014427106943912806 0.0027679565828293566 0.0046923852059990176 0.099488973617553725 0.0015833032084628942 0.032603342086076743 0.0044099434744566688 0.029773407615721229 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -4 7 -7 -1 -9 -10 -11
right_child=1 2 4 -5 -6 6 -8 8 9 10 -12
leaf_value=-4.1692545828322339e-05 -0.0040256190183577036 0.0044768180369837889 -0.0016318953354201361 0.0017781779807100114 0.0026675434822738412 -0.00029427696082755944 -0.0039850163730825242 0.0034086803207982702 -0.0011503698489153031 -0.0011306411538235298 0.0025498264409606259
leaf_weight=8676.868669629097 43.386755704879761 76.141109108924866 57.91145920753479 40.243873715400696 39.133794784545898 151.81383121013641 51.157308220863342 65.963043928146362 135.8980165719986 73.733596444129944 147.74822509288788
leaf_count=4421 31 12 36 12 11 64 38 19 82 26 28
internal_value=0 0.000965231 0.00202732 -0.00123399 0.000102828 -2.67092e-05 -0.001226 5.30616e-08 0.000855482 0.000383406 0.0013246
internal_weight=0 256.817 173.186 83.6306 97.0453 9303.18 202.971 9100.21 423.343 357.38 221.482
internal_count=4780 102 59 43 47 4678 102 4576 155 136 54
is_linear=0
shrinkage=0.06


Tree=396
num_leaves=12
num_cat=0
split_feature=34 114 35 0 107 78 59 58 75 85 53
split_gain=0.0672539 0.122214 0.286936 0.60211 0.402677 0.379217 0.413182 0.397289 0.442566 0.392594 0.586721
threshold=0.02636832278221846 0.00082683752407319855 0.00057154725072905432 0.0030382014811038975 0.0005893622583243997 0.0092791137285530585 0.048151826485991485 0.0035485138650983576 0.00042089859198313212 0.00039601318712811922 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 8 -5 10 -7
right_child=-2 -3 3 5 -6 9 -8 -9 -10 -11 -12
leaf_value=-0.0025968298115979357 0.00045916305913416518 0.00012664088910474517 -0.0023130583022762238 -0.0024322917028373773 0.00083036587996818481 0.0011361949444564062 0.0060931500004954434 -0.00062589743633623672 0.0028613295870403305 -0.0045448674037388247 -0.0039389095978333106
leaf_weight=140.15097749233246 1024.9400849342346 5199.7455047369003 627.86438763141632 70.216004848480225 1028.3639991283417 248.0300384759903 45.887945771217346 639.52724134922028 297.24822103977203 115.63556361198425 122.3897145986557
leaf_count=102 511 2469 412 39 506 86 9 374 98 88 86
internal_value=0 -5.51968e-05 -0.000338677 -0.000747345 0.000419123 -0.000108446 0.000531494 0.000277473 0.00184942 -0.00149449 -0.000541272
internal_weight=0 8535.06 3335.31 2166.8 1168.51 1538.93 1052.88 1006.99 367.464 486.055 370.42
internal_count=4780 4269 1800 1192 608 780 520 511 137 260 172
is_linear=0
shrinkage=0.06


Tree=397
num_leaves=12
num_cat=0
split_feature=55 123 74 0 78 101 12 29 70 89 30
split_gain=0.0673111 0.193793 0.17077 0.336069 0.189396 0.146542 0.141295 0.223981 0.211269 0.132335 0.174198
threshold=0.00075379351619631063 0.0036604277556762104 0.0056525857653468856 0.0051502294372767219 0.010500331409275534 0.0042751494329422721 0.032603342086076743 0.0017376682371832433 0.0026012937305495147 0.0056525857653468856 0.019431582652032379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 9 8 -8 10 -1
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=2.9353173155765122e-05 -4.6703629135655813e-05 0.00043380500484030849 0.0002713456444657795 -0.001569247645548657 -0.0058132648274545062 -0.0039955980531179314 -0.0032778593537043242 0.0034054453943843954 0.0024570181880758874 -0.0014471083581750668 0.0025690943266604123
leaf_weight=7842.8762106895447 253.29940092563629 531.58260273933411 218.88695406913757 65.494656920433044 89.916393399238586 38.946439981460571 48.937150359153748 112.96106863021851 43.667787909507751 215.08833026885986 98.342687726020813
leaf_count=3985 115 204 84 59 81 27 36 29 7 121 32
internal_value=0 -0.000420625 -0.00110201 -0.00177344 -0.00402687 -0.000574144 6.02189e-05 0.00161342 -0.000573849 2.10539e-05 6.08368e-05
internal_weight=0 1198.13 666.544 447.657 155.411 292.246 8361.87 205.566 92.6049 8156.31 7941.22
internal_count=4780 570 366 282 140 142 4210 72 43 4138 4017
is_linear=0
shrinkage=0.06


Tree=398
num_leaves=12
num_cat=0
split_feature=118 42 30 3 103 62 46 37 117 25 17
split_gain=0.0654965 0.190438 0.451467 0.33742 0.186609 0.352055 0.29235 0.225543 0.481687 0.509541 0.626021
threshold=0.0014427106943912806 0.011519505176693203 0.0010918468469753864 0.00082683752407319855 0.00017767510871635753 0.0018488886416889729 0.0033348383149132137 0.00017767510871635753 0.019431582652032379 0.0022975050378590827 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 7 -6 -7 8 9 -2 -11
right_child=1 2 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=-0.00012066832712516356 0.0036644146676902143 -0.004052335868589863 0.005507083015856111 -0.00097206209215525943 -0.0018928361570514892 0.0037050625207537247 -0.0026523226771554506 3.4357933060241338e-05 -0.0037204305868075685 -0.00026377727924389654 0.0032743363079003542
leaf_weight=6012.9790239334106 273.93656349182129 120.07587933540344 41.353952646255493 95.747820258140564 315.08911144733429 89.462056279182434 36.632604718208313 1602.4106334447861 70.028650045394897 653.97231733798981 248.31107068061829
leaf_count=3145 77 92 13 62 203 24 33 724 55 290 62
internal_value=0 0.000204424 -0.00136768 0.000984829 0.000327358 -0.000820776 0.0018575 0.000505197 0.00111055 0.00139846 0.000710177
internal_weight=0 3547.02 257.178 137.102 3289.84 441.184 126.095 2848.66 1246.25 1176.22 902.283
internal_count=4780 1635 167 75 1468 260 57 1208 484 429 352
is_linear=0
shrinkage=0.06


Tree=399
num_leaves=12
num_cat=0
split_feature=106 117 42 42 38 1 82 107 145 20 98
split_gain=0.069241 0.234816 0.370685 0.332579 0.375041 0.368538 0.332419 0.320199 0.30452 0.313167 0.30298
threshold=0.0019071503775194289 0.0023699469165876512 0.0020932231564074759 0.00060774214216507982 0.000490355829242617 0.0037758676335215573 0.00047558375808876013 0.0010263677686452868 0.00055427959887310873 0.00017767510871635753 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 8 7 -2 9 -5 -8
right_child=1 2 -4 5 -6 -7 10 -9 -10 -11 -12
leaf_value=-0.00018902881750217277 0.0039704131303765471 -0.0021690111286278451 0.00023769082078148375 0.0018107466206881808 0.0029051516216718454 -5.2496688785028959e-05 -0.0019992854250657876 0.00084111696403682513 -0.0037520455737409491 -0.0037720137008210816 0.00081022481381722749
leaf_weight=4034.1064277887344 194.55889499187469 84.64703094959259 3335.0330617427826 88.258299946784973 137.47648251056671 310.19445860385895 190.29188418388367 297.98359036445618 322.48495435714722 61.148018598556519 503.81657958030701
leaf_count=1807 54 52 1824 31 43 142 131 131 242 47 276
internal_value=0 0.000137922 -6.66191e-05 -0.00107717 0.000971379 -0.00165904 0.000885811 0.00207777 -0.00271485 -0.000475123 3.98122e-05
internal_weight=0 5525.89 4339.24 1004.21 222.124 782.086 1186.65 492.542 471.891 149.406 694.108
internal_count=4780 2973 2381 557 95 462 592 185 320 78 407
is_linear=0
shrinkage=0.06


Tree=400
num_leaves=12
num_cat=0
split_feature=121 58 122 21 11 59 4 94 141 31 70
split_gain=0.0629621 0.291205 0.242767 0.27537 0.253318 0.275025 0.256652 0.244835 0.274648 0.289491 0.215677
threshold=0.0053125319536775359 0.085140593349933638 0.0012357163941487672 0.0015833032084628942 0.027182282879948619 0.0084566329605877417 0.0023699469165876512 0.0025217677466571335 0.007706565549597145 0.00039601318712811922 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -6 8 9 -2 -7
right_child=2 -3 3 -5 6 10 -8 -9 -10 -11 -12
leaf_value=-3.7352425785894827e-05 -0.00076158544227896395 -0.0039236935993138102 -0.0048251699267614131 -0.00029864441607386751 -4.0478047452478498e-05 -0.00061477890362528632 0.0048831081863996515 0.0017929086836754574 -0.0042033338326195741 0.0022201600243006423 -0.0052920257411929348
leaf_weight=7774.6274312734604 309.25768458843231 69.934972643852234 61.054341197013855 231.73951423168182 63.55553126335144 195.10690951347351 95.106128334999084 475.51659178733826 52.173709750175476 188.63379073143005 43.293078303337097
leaf_count=3778 222 63 55 136 33 103 21 202 47 81 39
internal_value=0 -7.20491e-05 0.000329221 -0.00124386 0.00065304 0.000369267 0.00291207 0.000795988 -6.59928e-05 0.000368313 -0.00146602
internal_weight=0 7844.56 1715.44 292.794 1422.64 1263.98 158.662 1025.58 550.065 497.891 238.4
internal_count=4780 3841 939 191 748 694 54 552 350 303 142
is_linear=0
shrinkage=0.06


Tree=401
num_leaves=12
num_cat=0
split_feature=93 107 112 126 17 105 38 107 33 39 8
split_gain=0.0623377 0.343093 0.218418 0.208033 0.334426 0.179937 0.26238 0.226629 0.167656 0.163846 0.156397
threshold=0.010829726699739696 0.0012357163941487672 0.00040826165059115743 0.00052132029668428015 0.040252277627587325 0.00042089859198313212 0.00093549740267917525 0.0019071503775194289 0.0011261500185355546 0.0035485138650983576 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 4 5 -4 -7 -8 -9 -2 -5
right_child=1 2 3 10 -6 6 7 8 -10 -11 -12
leaf_value=-6.3320726149637419e-05 0.0031132826619711062 -0.0043738418098104139 0.00094875352511767145 0.0019013067481076812 0.0039381938668090789 -0.0025709961906274217 0.0038982226812312231 0.002078252792255075 -0.0034579382434591207 -0.00049640813884930049 -0.00035573216080089353
leaf_weight=8167.1550855636597 205.65968430042267 41.072920441627502 124.70354986190796 287.71184778213501 52.454741954803467 313.41696810722351 48.108103632926941 32.379643797874451 49.953551888465881 58.005136609077454 179.37844967842102
leaf_count=3978 64 37 80 146 23 250 11 13 45 28 105
internal_value=0 0.000370944 -8.4159e-05 7.81513e-05 -0.000641309 -0.00106443 -0.00163012 0.000630795 -0.00128081 0.00231928 0.00103464
internal_weight=0 1392.84 1129.18 1088.11 621.017 568.562 443.858 130.441 82.3332 263.665 467.09
internal_count=4780 802 710 673 422 399 319 69 58 92 251
is_linear=0
shrinkage=0.06


Tree=402
num_leaves=12
num_cat=0
split_feature=106 77 33 67 129 36 46 17 131 68 142
split_gain=0.0636036 0.252108 0.422564 0.458821 0.372437 0.319734 0.225993 0.215929 0.646241 0.196576 0.356064
threshold=0.0019071503775194289 0.016164712607860569 0.00077738583786413084 0.0014427106943912806 0.0033348383149132137 0.0023699469165876512 0.015200819820165636 0.019431582652032379 0.0013146653072908523 0.015675474889576439 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 5 -3 9 -8 -9 -1 -11
right_child=1 2 3 -5 -6 -7 7 8 -10 10 -12
leaf_value=-0.00036257312749168191 5.5981402313494525e-06 0.0025832032536205612 -0.0050750205812781259 0.0013522112831421871 -0.00070105287344152231 0.0075401933309817756 0.00095335458650978378 -0.0068802789998150416 0.00082357303132565775 -0.00061979662304782279 -0.0082525419966421112
leaf_weight=2837.3570410013199 5034.741881608963 168.74604737758636 62.164420127868652 111.66363489627838 83.72430682182312 64.852964997291565 894.70019030570984 53.283788681030273 147.46719288825989 69.105925917625427 32.192288994789124
leaf_count=1311 2765 55 56 44 35 18 329 48 52 38 29
internal_value=0 0.000132189 0.0014296 -0.000947893 0.00273186 0.00396203 -0.000181169 0.000554332 -0.00122361 -0.000455354 -0.00305121
internal_weight=0 5525.89 491.151 173.828 317.323 233.599 4034.11 1095.45 200.751 2938.66 101.298
internal_count=4780 2973 208 100 108 73 1807 429 100 1378 67
is_linear=0
shrinkage=0.06


Tree=403
num_leaves=12
num_cat=0
split_feature=70 33 96 54 7 61 112 87 99 78 31
split_gain=0.05986 0.201551 0.50009 0.608067 0.505012 0.418646 0.49251 0.3882 0.383509 0.368266 0.356484
threshold=0.0012357163941487672 0.00244467705488205 0.0026833302108570938 0.0031340263085439806 0.0072436286136507997 0.0014881226234138014 0.00057154725072905432 0.00038414125447161501 0.0014881226234138014 0.0079489401541650313 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -5 -4 -7 -11
right_child=1 -3 4 7 -6 9 -8 -9 -10 10 -12
leaf_value=-0.0001275489501869987 -0.0021918999284307608 -0.00016443220960016508 0.0039805438772927363 -0.001744597816947591 -0.0032457871286775421 -0.0013519552761855019 0.006607620586162463 0.0023863959517326258 -0.0017018653238622919 -0.00044468404953124644 0.0040391743316652087
leaf_weight=5554.1557657718658 358.66322195529938 2438.6888278722763 111.85098969936371 114.52548468112946 66.792090654373169 155.78575992584229 134.23992311954498 286.78912365436554 69.105925917625427 103.79940497875214 165.6031653881073
leaf_count=2667 218 1348 28 87 44 108 32 129 38 45 36
internal_value=0 0.000176741 0.000707626 -0.000396956 0.00174754 0.00219838 0.00385514 0.00120737 0.00181074 0.00096958 0.00231204
internal_weight=0 4005.84 1567.16 759.978 807.177 740.385 315.197 401.315 180.957 425.188 269.403
internal_count=4780 2113 765 434 331 287 98 216 66 189 81
is_linear=0
shrinkage=0.06


Tree=404
num_leaves=12
num_cat=0
split_feature=112 87 87 82 81 11 100 52 112 80 112
split_gain=0.0609003 0.132803 0.155502 0.115016 0.20222 0.177382 0.11419 0.102921 0.107028 0.0983689 0.346601
threshold=0.0033348383149132137 0.0030382014811038975 0.0058306583669036635 0.0034400182776153092 0.0031340263085439806 0.0012357163941487672 0.0044099434744566688 0.0037758676335215573 0.0038949446752667431 0.052634395658969886 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 5 -5 6 -2 8 -7 -1 -11
right_child=1 2 -4 4 -6 7 -8 -9 -10 10 -12
leaf_value=-8.8349559802521467e-05 -0.00064707503433658999 0.0029172411087991647 0.00020290662500298777 0.0026010403998993361 -0.00078028499618430867 0.0029195149588097974 0.0021697238437823271 -0.0028838851529138501 -0.0015313124206077695 -0.00082358199984348306 0.0035032830759300542
leaf_weight=8295.4558545351028 112.30532681941986 144.1369560956955 160.60078525543213 133.86521351337433 121.2796356678009 26.829249143600464 96.028852462768555 129.05018818378448 69.934972643852234 151.90750861167908 118.60514068603516
leaf_count=4134 85 49 80 64 85 8 38 92 63 56 26
internal_value=0 0.000444487 0.00148729 -1.66854e-05 0.000994097 -0.000610805 0.000651709 -0.00177536 -0.000295518 -5.16271e-05 0.00107411
internal_weight=0 994.031 304.738 689.293 255.145 434.149 208.334 225.814 96.7642 8565.97 270.513
internal_count=4780 564 129 435 149 286 123 163 71 4216 82
is_linear=0
shrinkage=0.06


Tree=405
num_leaves=12
num_cat=0
split_feature=94 47 99 68 141 14 65 24 8 141 77
split_gain=0.0633091 0.144406 0.12128 0.257235 0.109696 0.0738926 0.288844 0.31587 0.405387 0.426888 0.338464
threshold=0.055838862434029586 0.00096484774257987748 0.0019672545604407792 0.00064626874518580746 0.0013986918493174019 0.00040826165059115743 0.0035485138650983576 0.002945306478068233 0.0048403022810816774 0.00899649551138282 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 -3 -4 -2 6 7 8 9 10 -1
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00074285922175998278 0.00085752498378700219 0.0036852041786374023 0.0029316890673690673 -0.0034558600135881873 -0.0035037192351242774 -0.00013621184886105565 0.0017546925468494103 0.00087551903615467241 -0.0029514474404383779 -0.0042021027072257121 -0.0015775314134275058
leaf_weight=891.71656334400177 45.794268369674683 77.251188039779663 59.302570343017578 36.632604718208313 37.836361050605774 6518.4817967414856 386.6165999174118 900.61124467849731 215.82369959354401 86.773511409759521 303.15927541255951
leaf_count=488 17 13 13 33 26 3277 130 399 154 62 168
internal_value=0 0.000929091 0.00191742 0.000491561 -0.00111743 -2.56893e-05 0.000233019 -1.2366e-05 -0.000546381 -0.000141181 0.000154056
internal_weight=0 256.817 173.186 95.9352 83.6306 9303.18 2784.7 2398.08 1497.47 1281.65 1194.88
internal_count=4780 102 59 46 43 4678 1401 1271 872 718 656
is_linear=0
shrinkage=0.06


Tree=406
num_leaves=12
num_cat=0
split_feature=34 126 99 95 106 109 141 46 146 21 142
split_gain=0.0575738 0.124635 0.179048 0.111675 0.250127 0.133794 0.143732 0.133894 0.172069 0.130182 0.135196
threshold=0.02636832278221846 0.0014881226234138014 0.0035485138650983576 0.00057154725072905432 0.0030382014811038975 0.014740333426743748 0.0034400182776153092 0.0013560238294303419 0.0051502294372767219 0.0020292587578296666 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 9 7 -7 -9 10 -5
right_child=1 2 -4 5 -6 6 -8 8 -10 -11 -12
leaf_value=-5.1058634571953596e-05 -0.0040259920235234141 3.2394812738800192e-05 -0.0041832261991153136 0.0017133383078935366 0.00081935613604119386 0.0033788476091128274 -0.00162901394284231 0.0020545228342200837 -0.0024794227545371782 0.00081867924331447772 0.0052514390489782582
leaf_weight=8535.0595986843109 52.173709750175476 177.06461441516876 45.513236165046692 90.478457808494568 143.94960129261017 65.963043928146362 98.061655521392822 67.166800260543823 54.487545013427734 161.80454158782959 68.276879191398621
leaf_count=4269 47 111 41 33 65 19 56 12 41 73 13
internal_value=0 0.000424847 -0.000831117 0.000773316 -0.000471023 0.00117588 0.000231528 0.00120432 2.34536e-05 0.00201714 0.00323734
internal_weight=0 1024.94 222.578 802.362 196.123 606.239 285.679 187.617 121.654 320.56 158.755
internal_count=4780 511 152 359 112 247 128 72 53 119 46
is_linear=0
shrinkage=0.06


Tree=407
num_leaves=12
num_cat=0
split_feature=98 68 47 117 145 44 17 52 85 68 117
split_gain=0.0580994 0.192786 0.259418 0.26971 0.187829 0.223533 0.217739 0.226344 0.159612 0.106254 0.10304
threshold=0.049604203552007682 0.024810968898236755 0.019431582652032379 0.0042751494329422721 0.0014427106943912806 0.0013146653072908523 0.0018488886416889729 0.0037758676335215573 0.00017767510871635753 0.0045489775948226461 0.014293605927377941
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 6 -6 7 -5 -3 -7 -1
right_child=1 8 -4 4 5 9 -8 -9 -10 -11 -12
leaf_value=6.7378316707481994e-05 -0.0036654118129516976 -0.0050263829766537087 0.0034300424047438447 -0.00080038381882073094 0.0044588174919507314 0.0019049784149165947 0.0016165314229040079 -0.0069235406290700232 0.0006207473188318529 -0.0011704330046287111 -0.00042516261357652068
leaf_weight=6877.9084877967834 55.503946542739868 38.852762579917908 115.08754909038544 99.078057050704956 81.691503763198853 97.232608795166016 98.249010324478149 27.751973271369934 33.489722728729248 69.105925917625427 1966.0481357574463
leaf_count=3334 50 35 39 65 17 31 40 25 14 38 1092
internal_value=0 0.000519763 0.000849899 0.000287618 0.000752053 0.00189058 -0.000502847 -0.00214461 -0.00241489 0.000627352 -4.21191e-05
internal_weight=0 716.043 643.701 528.613 473.109 248.03 225.079 126.83 72.3425 166.339 8843.96
internal_count=4780 354 305 266 216 86 130 90 49 69 4426
is_linear=0
shrinkage=0.06


Tree=408
num_leaves=12
num_cat=0
split_feature=52 100 47 102 128 80 146 114 135 18 39
split_gain=0.0591475 0.240818 0.473558 0.43185 0.374374 0.532574 0.436622 0.412721 0.326055 0.287359 0.27847
threshold=0.0060143163427710542 0.0018488886416889729 0.029773407615721229 0.0041444667149335155 0.0012745757703669371 0.0046923852059990176 0.0021592099219560628 0.0021592099219560628 0.0063990866765379914 0.00017767510871635753 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -3 -7 -6 -2 -5 -11
right_child=1 3 -4 9 7 6 -8 -9 -10 10 -12
leaf_value=0.00010358626235195744 -0.00028548768334776299 -0.0027995101686464348 -0.0053487965940560503 -0.00024438310647958316 0.0040175444343849981 0.0029261328042713181 -0.00038460046642797727 -3.9498854448604054e-05 -0.0041613459707137701 -0.0065337637198277622 -0.00049569066042972221
leaf_weight=6450.5515273809433 1499.8290346860886 173.54702281951904 75.485367298126221 194.2778627872467 230.3624529838562 243.77707755565643 348.03081965446472 148.38991701602936 82.333195686340332 66.604735851287842 46.810669898986816
leaf_count=3426 575 124 68 78 62 66 168 69 58 60 26
internal_value=0 -0.000214982 -0.000709116 0.000349224 0.000885877 0.000122279 0.000979418 0.00242846 -0.000487431 -0.00164587 -0.00404426
internal_weight=0 3109.45 1657.65 1451.8 1144.11 765.355 591.808 378.752 1582.16 307.693 113.415
internal_count=4780 1354 701 653 489 358 234 131 633 164 86
is_linear=0
shrinkage=0.06


Tree=409
num_leaves=12
num_cat=0
split_feature=1 33 92 37 89 127 31 104 44 79 59
split_gain=0.0594996 0.275756 0.161804 0.103959 0.305774 0.317023 0.252354 0.152997 0.114032 0.110474 0.0778003
threshold=0.091400381177663817 0.0020932231564074759 0.0092791137285530585 0.02129978779703379 0.0017376682371832433 0.0030382014811038975 0.02636832278221846 0.00046126570669002836 0.015675474889576439 0.00082683752407319855 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 10 5 6 8 -7 9 -5 -1
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 -12
leaf_value=0.00020408108913839851 0.00069895780252092032 0.0035098590414042374 -0.0031433923962388617 -0.0072371617997685541 0.0025237301781022917 0.003571400998096325 0.0019510308996775133 -0.0011277522081990343 -0.00073502128220685812 -0.003644516180887734 -0.00015129260980526043
leaf_weight=4171.7140655517578 128.59585106372833 93.902372002601624 56.801380276679993 45.513236165046692 71.419761180877686 43.667787909507751 29.049407005310059 57.91145920753479 30.159485936164856 96.576866984367371 4734.6880103349686
leaf_count=2222 35 28 35 41 32 7 10 36 11 87 2236
internal_value=0 0.000862652 -0.000479308 -2.6009e-05 -0.00100544 -0.00183819 -0.0032166 0.000893887 -0.00408874 -0.00479957 1.51631e-05
internal_weight=0 279.3 185.397 9280.7 374.298 302.878 201.299 101.579 172.25 142.09 8906.4
internal_count=4780 98 70 4682 224 192 149 43 139 128 4458
is_linear=0
shrinkage=0.06


Tree=410
num_leaves=12
num_cat=0
split_feature=118 118 59 101 14 33 91 61 128 59 60
split_gain=0.05894 0.422591 0.395335 0.320118 0.286129 0.286446 0.232124 0.283244 0.258044 0.378211 0.456356
threshold=0.0014427106943912806 0.00096484774257987748 0.01884530205279589 0.0035485138650983576 0.002945306478068233 0.00017767510871635753 0.0016331639490090313 0.00017767510871635753 0.0005375427135732026 0.0019672545604407792 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 -3 8 -8 9 -1 -11
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=2.6892939970691102e-06 0.00019393179261390964 0.0023296506521360808 -0.01062920981028709 -0.0021578535155850776 -0.0040351082934568716 -0.0013519296693994649 -0.0019762949767852421 0.00061738205334751573 0.00014057335575141163 -0.0012620366314835495 -0.0054994680088007852
leaf_weight=609.08672320842743 3547.0206596851349 102.78300344944 29.972131133079529 34.599801659584045 96.576866984367371 291.96480870246887 161.5235093832016 2438.9979598522186 1707.3997448682785 423.42250955104828 116.65196514129639
leaf_count=387 1635 36 27 15 87 166 97 1130 859 244 97
internal_value=0 -0.00011446 -0.00169028 -0.00610033 -0.00110957 -0.000392986 4.6092e-05 0.000456214 -0.000327273 -0.00102234 -0.00217814
internal_weight=0 6012.98 555.897 64.5719 491.325 394.748 5457.08 2600.52 2856.56 1149.16 540.074
internal_count=4780 3145 331 42 289 202 2814 1227 1587 728 341
is_linear=0
shrinkage=0.06


Tree=411
num_leaves=12
num_cat=0
split_feature=4 53 25 14 112 100 98 20 9 28 67
split_gain=0.0602488 0.283062 0.325131 0.347036 0.450282 0.252671 0.226175 0.408821 0.404336 0.440393 0.278724
threshold=0.0021592099219560628 0.0028552538715302949 0.0022975050378590827 0.0045489775948226461 0.00046126570669002836 0.0068083447404205808 0.0005375427135732026 0.00017767510871635753 0.00087947337306104611 0.0045489775948226461 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -3 -8 9 -9 -10
right_child=1 6 5 -5 -6 -7 7 8 10 -11 -12
leaf_value=-0.00010271475412760561 0.004693821856625765 0.00094764295941879328 -0.00049724797280395331 -0.0016354525815790635 -0.00087943145361905775 0.0036208928131140697 -0.0016974282141791845 0.0015757542085618598 -0.0027038912903353724 -0.0040960955868693466 0.00043304744236774946
leaf_weight=6527.521683216095 224.99941313266754 540.83794379234314 369.77806115150452 59.115215539932251 67.902169585227966 62.63280713558197 615.01182746887207 628.81521153450012 220.2640153169632 53.377466082572937 189.74386966228485
leaf_count=3463 41 180 131 29 45 16 360 235 158 40 82
internal_value=0 0.000220935 0.0012022 0.00255577 0.00340194 9.99458e-05 -0.000121502 -0.000460238 0.000236508 0.00113143 -0.00125242
internal_weight=0 3032.48 784.428 352.017 292.902 432.411 2248.05 1707.21 1092.2 682.193 410.008
internal_count=4780 1317 262 115 86 147 1055 875 515 275 240
is_linear=0
shrinkage=0.06


Tree=412
num_leaves=12
num_cat=0
split_feature=92 92 20 70 11 37 33 47 70 129 33
split_gain=0.0569885 0.216878 0.364084 0.600381 0.305251 0.301788 0.332695 0.267813 0.265604 0.305127 0.369783
threshold=0.0034400182776153092 0.0072436286136507997 0.00017767510871635753 0.0012357163941487672 0.020658296532928947 0.0045489775948226461 0.00093549740267917525 0.00096484774257987748 0.0016331639490090313 0.00017767510871635753 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 8 -4 5 -2 -7 -6 9 10 -3
right_child=1 2 3 -5 7 6 -8 -9 -10 -11 -12
leaf_value=-0.00012257723844906371 0.00058498675366442504 -0.0033091508658276334 -0.0020461886995940849 0.00028136195146703742 0.0013109151392323628 -0.00055530281611624872 0.0042048836413403883 -0.0046402994545784179 -0.0016400965960554491 0.0017735725124566858 0.0011629634531088752
leaf_weight=5624.8120578527451 804.39503741264343 108.97509002685547 681.42920851707458 962.21360039710999 46.998024702072144 72.529840111732483 194.55889499187469 64.478255391120911 148.20256221294403 680.72193896770477 170.68517303466797
leaf_count=2860 377 82 436 503 10 33 54 50 85 209 81
internal_value=0 0.000175091 -0.000116938 -0.000683671 0.000854466 0.00116538 0.0029125 -0.00213236 0.000723314 0.00108816 -0.000580243
internal_weight=0 3935.19 2752.23 1643.64 1182.96 1071.48 267.089 111.476 1108.58 960.382 279.66
internal_count=4780 1920 1396 939 524 464 87 60 457 372 163
is_linear=0
shrinkage=0.06


Tree=413
num_leaves=12
num_cat=0
split_feature=112 86 87 114 52 23 93 61 28 59 94
split_gain=0.0629146 0.132331 0.179621 0.225615 0.124179 0.125862 0.116714 0.100999 0.127073 0.0971662 0.135543
threshold=0.0033348383149132137 0.00073092587990686308 0.0020292587578296666 0.0016846025246195497 0.0079489401541650313 0.02636832278221846 0.045367386192083366 0.0014881226234138014 0.00075379351619631063 0.00080172589514404546 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 5 9 -6 -4 -9 10 -2
right_child=1 -3 3 -5 6 -7 -8 8 -10 -11 -12
leaf_value=-5.2481839531199145e-05 -0.00019768630059462583 -0.00087448185427758138 -0.0018145158684162947 0.0040483981424721729 -0.0033623920816734858 0.0028307583573892229 0.00092698916573556874 -0.00087589020435776958 0.0026961216050163032 -0.0010040392208725381 0.003709527839858894
leaf_weight=8565.9685038328171 91.120149731636047 212.7744950056076 44.403157234191895 114.16482496261597 63.368176460266113 71.513438582420349 35.616203188896179 55.597623944282532 100.65652298927307 155.69208252429962 49.124505162239075
leaf_count=4216 74 127 40 22 49 24 24 42 26 116 20
internal_value=0 0.00045177 0.00081304 0.00192017 6.55242e-05 0.000573706 -0.00181962 0.000707895 0.0014254 2.75146e-05 0.00117259
internal_weight=0 994.031 781.257 314.822 466.435 367.45 98.9844 200.657 156.254 295.937 140.245
internal_count=4780 564 437 130 307 234 73 108 68 210 94
is_linear=0
shrinkage=0.06


Tree=414
num_leaves=12
num_cat=0
split_feature=46 23 54 43 22 87 52 108 37 145 59
split_gain=0.0598465 0.179258 0.193933 0.116256 0.0995294 0.274983 0.26875 0.240222 0.402038 0.284573 0.335908
threshold=0.21471316367387774 0.0044099434744566688 0.00046126570669002836 0.00039601318712811922 0.00082683752407319855 0.0026833302108570938 0.0037758676335215573 0.0026833302108570938 0.0020932231564074759 0.0010918468469753864 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 6 -6 8 -1 -10 -11
right_child=1 2 3 -5 5 -7 -8 -9 9 10 -12
leaf_value=-1.6688169838823527e-05 -0.0023537207625248611 0.0043237402826791166 0.0016089750805137453 -0.0015645456372417998 -0.00014327595586030904 0.00019371618433868139 -0.00243143379330603 0.00036262763497975131 -0.003316322409148296 -0.0015852492324835595 0.0033396643610033557
leaf_weight=2629.6645536422729 52.361064553260803 64.852964997291565 119.62154221534729 63.55553126335144 360.78970241546631 1054.5515563488007 378.73832011222839 4284.3144744634628 246.07686293125153 242.8403035402298 62.63280713558197
leaf_count=1229 31 18 35 33 228 473 228 2186 157 146 16
internal_value=0 0.000833296 0.00150678 0.00050763 -2.70828e-05 -0.000428343 -0.00131529 6.93505e-05 -0.000325621 -0.00179827 -0.000574705
internal_weight=0 300.391 248.03 183.177 9259.61 1794.08 739.528 7465.53 3181.21 551.55 305.473
internal_count=4780 117 86 68 4663 929 456 3734 1548 319 162
is_linear=0
shrinkage=0.06


Tree=415
num_leaves=12
num_cat=0
split_feature=94 109 38 70 98 133 15 116 96 79 143
split_gain=0.059913 0.13611 0.100162 0.148392 0.0711722 0.20711 0.235996 0.268549 0.236559 0.345278 0.23706
threshold=0.055838862434029586 0.01884530205279589 0.00017767510871635753 0.0010918468469753864 0.00017767510871635753 0.044033329933881767 0.044033329933881767 0.0049928687512874612 0.0012357163941487672 0.00899649551138282 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 8 9 -1 -10
right_child=1 -3 -4 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.00014705377808901275 -0.0047453538678606817 0.003099702404143707 0.0010366316038645663 0.0011044999395233041 5.9494963836748786e-05 0.0026923687031403343 -0.0037618334931742189 -0.0017116597708957762 0.0037953238595814132 -0.0041399330318830077 0.00046646797233741081
leaf_weight=760.36658978462219 32.192288994789124 72.71719491481781 121.74802267551422 30.159485936164856 7388.0764089822769 77.157510638237 75.485367298126221 396.87429261207581 93.996049404144287 86.773511409759521 424.45296096801758
leaf_count=305 29 17 45 11 3834 21 68 212 20 62 156
internal_value=0 0.000903819 3.52594e-05 -0.00191855 -2.49992e-05 -0.000350946 -0.000478844 -0.00033803 6.1277e-05 -0.000556489 0.00107061
internal_weight=0 256.817 184.1 62.3518 9303.18 1915.11 1837.95 1762.46 1365.59 847.14 518.449
internal_count=4780 102 85 40 4678 844 823 755 543 367 176
is_linear=0
shrinkage=0.06


Tree=416
num_leaves=12
num_cat=0
split_feature=100 118 51 61 121 149 23 146 62 10 62
split_gain=0.0609808 0.2305 0.315107 0.418518 0.25809 0.280494 0.301954 0.284395 0.266959 0.25424 0.243932
threshold=0.00244467705488205 0.01884530205279589 0.00066645268816500913 0.0048403022810816774 0.012636432424187662 0.016164712607860569 0.045367386192083366 0.018276390619575981 0.00037263428384903824 0.0066005610860884198 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 -2 -7 -6 -8 -11
right_child=1 2 3 -5 8 7 9 -9 -10 10 -12
leaf_value=0.00012475490204660923 -0.00021938793384148204 -0.0027661153674989709 -0.0010793720724620673 0.0054261893463766302 -0.0019840101637696333 -0.0035031935016700908 -0.0079328223070347734 0.0026681425832739965 0.0010540734679912128 -0.0046765839740905406 0.00028066271931288827
leaf_weight=5696.6486783027649 2417.3162959814072 42.276676774024963 55.691301345825195 98.436365127563477 121.2796356678009 188.71341824531555 28.862052202224731 31.269564867019653 732.50688922405243 61.054341197013855 85.944464683532715
leaf_count=2569 1353 30 34 24 85 170 26 12 385 55 37
internal_value=0 -0.000184047 0.00181797 0.00307634 -0.000291323 -0.000568628 -0.000394075 -0.00262515 0.000622335 -0.00279377 -0.00178005
internal_weight=0 3863.35 196.404 154.128 3666.95 2813.16 2593.18 219.983 853.787 175.861 146.999
internal_count=4780 2211 88 58 2123 1653 1471 182 470 118 92
is_linear=0
shrinkage=0.06


Tree=417
num_leaves=12
num_cat=0
split_feature=98 46 1 81 142 46 23 115 39 131 103
split_gain=0.0559747 0.151804 0.14682 0.128052 0.221684 0.19848 0.139974 0.252285 0.15986 0.147735 0.110883
threshold=0.049604203552007682 0.0038949446752667431 0.0005375427135732026 0.013860232196748258 0.015675474889576439 0.0045489775948226461 0.022641776129603389 0.00017767510871635753 0.0016846025246195497 0.0011261500185355546 0.026392062194645408
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 5 -3 7 -7 9 -9 -1
right_child=1 3 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-2.3955347328564327e-05 0.00017143987753423141 0.0048641364052261051 -0.0033226343927951572 0.0034423264186090765 -0.0031584653970052369 -0.0040931569122940881 0.0024876297483987248 -0.0036394610854233551 0.0026745427418607393 0.0010426055030682859 -0.0026352244676747477
leaf_weight=8785.1224402189255 148.20256221294403 45.887945771217346 61.054341197013855 70.497037053108215 47.920748829841614 46.623315095901489 105.09683871269226 39.962841510772705 89.368378877639771 61.429050803184509 58.83418333530426
leaf_count=4373 85 9 55 15 27 42 30 36 32 23 53
internal_value=0 0.000510156 -0.000849117 0.00107147 0.000687678 0.00116294 0.000665757 -0.000141549 0.000825894 -0.000804563 -4.13563e-05
internal_weight=0 716.043 209.257 506.786 436.289 388.368 342.48 237.384 190.76 101.392 8843.96
internal_count=4780 354 140 214 199 172 163 133 91 59 4426
is_linear=0
shrinkage=0.06


Tree=418
num_leaves=12
num_cat=0
split_feature=108 112 146 130 99 34 33 70 43 72 10
split_gain=0.0584984 0.307175 0.27573 0.253565 0.36486 0.434321 0.251167 0.305788 0.49099 0.377105 0.283153
threshold=0.0068083447404205808 0.00046126570669002836 0.00244467705488205 0.00046126570669002836 0.0046923852059990176 0.02636832278221846 0.0027679565828293566 0.0013986918493174019 0.0022975050378590827 0.0010263677686452868 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 9 -9 -3 -8
right_child=1 6 3 -5 5 -7 10 8 -10 -11 -12
leaf_value=0.00010082060776358002 -0.0021343767180302688 0.001954211602041029 0.00056498081924817492 -0.0040873986511603157 -0.0033127721716660332 0.001584720867880492 -0.0015278266568463609 0.0039435565827570154 -0.0026063890002757067 -0.0023347005289145917 0.00067957162940661571
leaf_weight=6539.7887510061264 410.55589950084686 164.94742357730865 793.48160290718079 61.054341197013855 219.1539363861084 92.698615670204163 357.45946562290192 233.4116575717926 49.953551888465881 133.39682650566101 504.097611784935
leaf_count=3086 289 92 351 55 157 35 225 89 45 104 252
internal_value=0 -0.00021844 -0.000797299 -0.00032652 -0.000118433 -0.00185694 0.000414045 0.0013772 0.00278838 3.6397e-05 -0.000236347
internal_weight=0 3020.21 1576.94 1166.39 1105.33 311.853 1443.27 581.709 283.365 298.344 861.557
internal_count=4780 1694 887 598 543 192 807 330 134 196 477
is_linear=0
shrinkage=0.06


Tree=419
num_leaves=12
num_cat=0
split_feature=20 26 94 118 98 80 22 73 78 47 102
split_gain=0.0580139 0.206112 0.328541 0.295739 0.252314 0.243475 0.231226 0.232417 0.247431 0.203262 0.194008
threshold=0.0042751494329422721 0.00080172589514404546 0.0062037324532866487 0.0027679565828293566 0.02636832278221846 0.0036604277556762104 0.00052132029668428015 0.00017767510871635753 0.010500331409275534 0.0023699469165876512 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 5 -2 7 -7 -9 -8 -3
right_child=1 3 -4 -5 -6 6 9 8 -10 -11 -12
leaf_value=-6.202067094871425e-05 -0.0018847146299735119 -0.0022645338420312928 0.0016329776441410886 0.0060170212854245503 0.0027774223626153378 0.003120852501419909 0.00072829959736749462 -0.0031154101969998438 0.00215156615466336 -0.0046531585532435405 0.0019746305066638929
leaf_weight=8130.5084309577942 425.81597232818604 52.26738715171814 327.22035217285156 50.328261494636536 72.529840111732483 120.82529854774475 46.998024702072144 65.682011723518372 62.63280713558197 54.487545013427734 150.70375227928162
leaf_count=4042 327 39 125 13 33 28 10 43 16 41 63
internal_value=0 0.00035244 1.80426e-05 0.00190459 -0.000604523 -0.000920758 0.000250118 0.00123345 -0.000544829 -0.00216274 0.00088242
internal_weight=0 1429.49 1176.19 253.299 848.971 776.442 350.626 249.14 128.315 101.486 202.971
internal_count=4780 738 623 115 498 465 138 87 59 51 102
is_linear=0
shrinkage=0.06


Tree=420
num_leaves=12
num_cat=0
split_feature=25 60 34 102 11 8 97 47 109 143 108
split_gain=0.0513621 0.320589 0.113058 0.0903644 0.081105 0.15705 0.287782 0.233322 0.309767 0.150677 0.144141
threshold=0.072653736919164671 0.0013146653072908523 0.00055427959887310873 0.0028552538715302949 0.0014427106943912806 0.00017767510871635753 0.00038414125447161501 0.0011980500421486797 0.0058306583669036635 0.00899649551138282 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 10 6 7 -6 -9 -10 -1
right_child=1 3 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.00018299262229678654 -0.0018574918795659819 -0.00089696803912094471 -0.006236664192351124 0.001758559864054533 -0.0074194857791618097 -4.7553168247745031e-05 0.0012268501036805442 0.00039088840659452019 -0.002549260629577305 -0.0090980831399478188 0.00058951270902254233
leaf_weight=1550.5039060115814 46.90434730052948 82.707905292510986 38.852762579917908 104.08043718338013 34.412446856498718 5502.1553609371185 87.148221015930176 82.520550489425659 27.751973271369934 23.311657547950745 1979.6501151323318
leaf_count=750 18 26 35 21 31 2701 30 42 25 21 1080
internal_value=0 -0.000811728 -0.00384645 0.000582869 2.37907e-05 -0.000115049 -0.00156999 -0.00302072 -0.00188285 -0.00555088 0.00025022
internal_weight=0 272.545 85.7571 186.788 9287.45 5757.3 255.145 167.997 133.584 51.0636 3530.15
internal_count=4780 100 53 47 4680 2850 149 119 88 46 1830
is_linear=0
shrinkage=0.06


Tree=421
num_leaves=12
num_cat=0
split_feature=145 125 108 41 136 95 116 11 95 27 73
split_gain=0.0546437 0.158101 0.158845 0.150893 0.116415 0.105268 0.102736 0.0964173 0.205621 0.313237 0.251406
threshold=0.021960759535431865 0.00062670491752214741 0.0026833302108570938 0.00062670491752214741 0.000490355829242617 0.0021592099219560628 0.0016846025246195497 0.0014427106943912806 0.00066645268816500913 0.0013560238294303419 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 6 5 -4 -3 8 -1 10 -10
right_child=1 3 4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00021229992990956449 -0.002242510533553141 -0.0010798296826629022 -0.001786358664392723 0.0022481205210400277 0.0024130703235662942 0.0016864424868186631 -0.0038102555429000615 -0.00011457291363671403 0.002134047935790793 5.5748784246387851e-05 -0.00098229894486388672
leaf_weight=1549.4734545946121 68.9185711145401 104.72212910652161 69.934972643852234 29.049407005310059 113.97747015953064 56.895057678222656 94.356709122657776 5705.4075325727463 631.77073872089386 1026.2375186681747 109.25612223148346
leaf_count=838 54 62 63 10 38 27 85 2779 270 496 58
internal_value=0 -0.000587502 0.00029537 -0.00178577 0.00102234 -0.000228383 -0.00237522 3.49767e-05 0.000292226 0.000734562 0.00167451
internal_weight=0 537.854 309.726 228.128 240.808 126.83 199.079 9022.15 3316.74 1767.26 741.027
internal_count=4780 339 182 157 128 90 147 4441 1662 824 328
is_linear=0
shrinkage=0.06


Tree=422
num_leaves=12
num_cat=0
split_feature=46 0 37 68 38 94 63 10 58 54 61
split_gain=0.0550123 0.20903 0.158944 0.07973 0.0708037 0.0668518 0.131831 0.133696 0.0831879 0.248951 0.2982
threshold=0.21471316367387774 0.0034400182776153092 0.00057154725072905432 0.00082683752407319855 0.00040826165059115743 0.055838862434029586 0.00244467705488205 0.00090704852482303988 0.0053125319536775359 0.00087947337306104611 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -4 8 7 -7 -1 -10 -11
right_child=1 3 4 -5 -6 6 -8 -9 9 10 -12
leaf_value=6.3941902770059652e-05 0.0036945456509712782 -0.00018999056683742022 -0.00087643794433419242 -0.0041317692879188463 0.0018470465122622929 -0.0003576881901681997 -0.0013673292586075458 0.0029832148931193498 -0.001530258700589084 0.0017237372999585135 -0.0003369429353023943
leaf_weight=6385.7547619342804 88.258299946784973 41.353952646255493 71.419761180877686 33.302367925643921 66.056721329689026 68.089524388313293 65.775689125061035 117.4013843536377 507.78850829601288 293.44959723949432 1821.3491152524948
leaf_count=3020 31 13 32 30 11 29 35 33 320 135 1091
internal_value=0 0.000798922 0.00170902 -0.0019515 0.000432573 -2.59762e-05 0.000939136 0.00175731 -5.29058e-05 -0.000337411 -5.09348e-05
internal_weight=0 300.391 225.735 74.6563 137.476 9259.61 251.267 185.491 9008.34 2622.59 2114.8
internal_count=4780 117 74 43 43 4663 97 62 4566 1546 1226
is_linear=0
shrinkage=0.06


Tree=423
num_leaves=12
num_cat=0
split_feature=108 112 148 81 42 46 145 14 99 77 150
split_gain=0.0547241 0.272688 0.352812 0.525824 0.289098 0.276727 0.351033 0.327566 0.212746 0.498821 0.325376
threshold=0.0068083447404205808 0.00057154725072905432 0.00087947337306104611 0.0027679565828293566 0.001792412775103003 0.00087947337306104611 0.00017767510871635753 0.00082683752407319855 0.0046923852059990176 0.00899649551138282 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 6 -2 -8 10 -10 -7
right_child=1 2 4 -5 -6 8 7 -9 9 -11 -12
leaf_value=9.7510042405350112e-05 0.0016767636111340626 -0.00039405859929933615 -0.0020819782245416478 0.005981699279131939 0.00047920936258380497 0.0015327537228974552 -0.0014007116079722388 -0.0053932236690808159 -0.00074437897991567494 -0.0077163280363177333 -0.00073858497308893834
leaf_weight=6539.7887510061264 70.403359651565552 91.213827133178711 191.40196311473846 95.012450933456421 925.01893126964569 384.11540985107422 182.70868647098541 124.3288402557373 359.9606556892395 41.072920441627502 554.97388780117035
leaf_count=3086 23 66 132 29 518 152 108 112 203 37 314
internal_value=0 -0.00021128 0.000443351 0.00286031 3.99659e-05 -0.000707766 -0.0021426 -0.00301863 -0.000303522 -0.00146018 0.000190524
internal_weight=0 3020.21 1302.65 186.226 1116.42 1717.56 377.441 307.038 1340.12 401.034 939.089
internal_count=4780 1694 745 95 650 949 243 220 706 240 466
is_linear=0
shrinkage=0.06


Tree=424
num_leaves=12
num_cat=0
split_feature=110 100 33 11 142 126 118 142 21 29 70
split_gain=0.0524723 0.160447 0.19168 0.100594 0.106835 0.0941785 0.0928346 0.231527 0.166247 0.101965 0.134833
threshold=0.024066280573606495 0.00017767510871635753 0.0013146653072908523 0.027182282879948619 0.010180860292166473 0.0022272822679951791 0.048151826485991485 0.0056525857653468856 0.00017767510871635753 0.0032328735105693345 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -6 -1 9 -9 10 -8
right_child=1 2 3 -5 5 -7 7 8 -10 -11 -12
leaf_value=7.8594603092285987e-06 -0.0028920419949002062 0.0025354011517705038 0.000762016364746095 0.0030919901925606699 -0.0029799243681560999 0.0010780142791217728 -0.00012478910366896183 0.0019935745544795739 -0.0016918666472931184 -0.0042385521197346671 -0.0048000523620418158
leaf_weight=8730.3538630008698 42.276676774024963 169.66877150535583 110.27252376079559 31.269564867019653 77.705525159835815 27.939328074455261 84.928063154220581 111.94466710090637 72.529840111732483 71.138728976249695 29.972131133079529
leaf_count=4356 30 72 67 12 70 9 28 20 33 56 27
internal_value=0 0.000625716 0.000983088 -8.30118e-05 -0.00054404 -0.00190674 -3.16232e-05 -0.000961698 0.000544438 -0.00245466 -0.00134746
internal_weight=0 459.132 416.856 247.187 215.917 105.645 9100.87 370.513 184.475 186.039 114.9
internal_count=4780 260 230 158 146 79 4520 164 53 111 55
is_linear=0
shrinkage=0.06


Tree=425
num_leaves=12
num_cat=0
split_feature=109 116 13 8 45 53 14 58 36 85 133
split_gain=0.0550642 0.271254 0.279791 0.402439 0.35365 0.267014 0.275393 0.24878 0.284398 0.241639 0.241701
threshold=0.016668972559273246 0.00057154725072905432 0.00087947337306104611 0.00244467705488205 0.0014427106943912806 0.01884530205279589 0.00017767510871635753 0.0020932231564074759 0.00096484774257987748 0.0045489775948226461 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 -6 10 -9
right_child=1 2 -4 4 7 -7 -8 9 -10 -11 -12
leaf_value=6.6365389727973979e-05 -0.0031592106615671678 -0.0011457666724330514 0.0025723844852867934 -0.0053274131614242754 -0.0052189461210387662 -0.00052368309307944416 0.003051243016745715 0.0018526333425476485 0.00049433887428815303 0.003981536922480493 -0.0012098403094249674
leaf_weight=7883.1341342926025 112.30532681941986 73.546241641044617 128.59585106372833 67.808492183685303 86.586156606674194 265.4165917634964 239.05572962760925 113.97747015953064 49.124505162239075 43.574110507965088 496.87507379055023
leaf_count=3900 85 42 35 53 78 134 86 38 20 15 294
internal_value=0 -0.000312256 -0.000107711 -0.000347885 -0.00117229 0.000875762 0.00206376 -0.000815076 -0.00315201 -0.00033005 -0.000638211
internal_weight=0 1676.87 1564.56 1435.96 857.946 578.019 312.602 790.137 135.711 654.427 610.853
internal_count=4780 880 795 760 498 262 128 445 98 347 332
is_linear=0
shrinkage=0.06


Tree=426
num_leaves=12
num_cat=0
split_feature=18 99 17 93 140 23 12 63 82 27 86
split_gain=0.0534437 0.166352 0.346862 0.227384 0.254197 0.175871 0.483177 0.240915 0.251307 0.231916 0.261166
threshold=0.00047558375808876013 0.00017767510871635753 0.00093549740267917525 0.0011261500185355546 0.0038949446752667431 0.036783467978239066 0.0013986918493174019 0.0053125319536775359 0.0049928687512874612 0.0060143163427710542 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -3 9 -9 -11
right_child=1 5 -4 -5 -6 6 -8 8 -10 10 -12
leaf_value=-0.00012223039612142329 -0.0028274572242087191 -0.00023167747721054556 -0.0010025260717602773 0.00415389875075769 0.0026769823002979112 -0.0065901451732980317 0.00090396242502998095 0.0017515891464109261 -0.0019211824356077413 0.0045865109546656324 -0.00075514662725861847
leaf_weight=5488.6330090761185 46.716992497444153 2374.866314291954 154.86303579807281 147.56087028980255 85.021740555763245 52.173709750175476 75.953754305839539 689.2278608083725 107.95868849754333 36.913636922836304 300.11007082462311
leaf_count=2802 34 1242 91 44 20 47 28 249 73 9 141
internal_value=0 0.000164663 0.0012746 0.0025371 0.000724342 3.21424e-05 -0.00215041 0.000111893 0.000831236 0.00112094 -0.000168897
internal_weight=0 4071.37 434.163 279.3 131.739 3637.2 128.127 3509.08 1134.21 1026.25 337.024
internal_count=4780 1978 189 98 54 1789 75 1714 472 399 150
is_linear=0
shrinkage=0.06


Tree=427
num_leaves=12
num_cat=0
split_feature=84 59 20 79 137 140 7 129 105 16 63
split_gain=0.0542335 0.201656 0.160668 0.265587 0.337518 0.269122 0.187966 0.203984 0.241497 0.207543 0.2034
threshold=0.0011261500185355546 0.048151826485991485 0.00017767510871635753 0.0026012937305495147 0.0081988852471113222 0.031632266007363803 0.0013986918493174019 0.00244467705488205 0.007706565549597145 0.00093549740267917525 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -4 8 -8 10 -9
right_child=1 -3 6 4 -6 -7 7 9 -10 -11 -12
leaf_value=8.2680654760448823e-05 0.00080938185607794461 -0.0043445859100419001 -0.00063450963224338471 -0.0025556354306086452 0.0024901662771451192 -0.0037047865637803825 -0.00315442940539242 0.00197748215455549 0.001575040233846051 -0.0009985781453489067 -0.0015482373564408263
leaf_weight=7160.5242780447006 368.38695001602173 42.370354175567627 593.92032778263092 367.26282119750977 54.768577218055725 54.487545013427734 94.356709122657776 558.50552928447723 65.963043928146362 133.677858710289 65.775689125061035
leaf_count=3532 154 22 341 250 17 41 85 204 19 80 35
internal_value=0 -0.000246911 -0.000173072 -0.000835736 -0.00190039 0.000226991 0.000197208 0.000735153 -0.00120874 0.00114642 0.00160582
internal_weight=0 2399.48 2357.11 844.906 422.031 422.874 1512.2 918.279 160.32 757.959 624.281
internal_count=4780 1248 1226 462 267 195 764 423 104 319 239
is_linear=0
shrinkage=0.06


Tree=428
num_leaves=12
num_cat=0
split_feature=98 46 58 15 142 107 134 141 53 40 142
split_gain=0.0538217 0.128044 0.138913 0.179557 0.12009 0.122751 0.114046 0.208931 0.132517 0.105067 0.0970346
threshold=0.049604203552007682 0.0038949446752667431 0.011519505176693203 0.0098710241727530974 0.036783467978239066 0.0068083447404205808 0.0005893622583243997 0.0044099434744566688 0.00070876078098081063 0.0020932231564074759 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 9 5 10 7 8 -3 -4 -2
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-4.0559943893225776e-05 -0.00078209021587809843 0.0034738451200888101 0.0049206081789858799 -0.00015155060480189931 0.0027422934839325262 0.0002216152825314244 0.0024882313360825889 -0.0040551569764450922 -0.00044193886237000885 0.0016880640155595948 -0.0047578234143981308
leaf_weight=8843.9566235542297 41.166597843170166 40.243873715400696 76.047431707382202 80.394070029258728 30.25316333770752 90.103748202323914 58.192491412162781 46.716992497444153 135.8980165719986 69.293280720710754 47.733394026756287
leaf_count=4426 29 12 20 32 3 65 12 34 82 22 43
internal_value=0 0.000500241 0.00101576 0.00212382 -0.000748145 -0.00133926 0.000125344 -0.000492489 0.00045418 0.00338167 -0.00291974
internal_weight=0 716.043 506.786 225.735 209.257 179.004 281.051 222.859 176.142 145.341 88.9
internal_count=4780 354 214 74 140 137 140 128 94 42 72
is_linear=0
shrinkage=0.06


Tree=429
num_leaves=12
num_cat=0
split_feature=116 150 82 146 10 138 20 94 146 9 44
split_gain=0.05119 0.229416 0.249494 0.221406 0.244851 0.289169 0.197496 0.150655 0.131271 0.127266 0.0761741
threshold=0.01884530205279589 0.0017376682371832433 0.00017767510871635753 0.0021592099219560628 0.00899649551138282 0.0026833302108570938 0.00038414125447161501 0.0016846025246195497 0.0056525857653468856 0.0018488886416889729 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 6 -3 7 5 9 -2 -4 -6 -5 -1
right_child=1 2 3 4 8 -7 -8 -9 -10 -11 -12
leaf_value=-0.00024774280291589432 0.0034076786457617799 -0.0043207302258472446 0.00046425389630756699 -0.0053289223608998628 -0.0018801099279047338 0.0030814780231350181 -0.00037276849890354119 0.0044720637780441587 0.0014656328163274892 -0.0011572536311160566 0.00010991230456618468
leaf_weight=3713.893159031868 144.32431089878082 47.82707142829895 74.749997973442078 73.265209436416626 55.597623944282532 26.829249143600464 75.860076904296875 61.522728204727173 174.39011943340302 41.166597843170166 5070.5735393762589
leaf_count=1850 33 35 35 66 42 8 36 15 52 29 2579
internal_value=0 0.0004672 -0.000182664 0.000208067 -0.000551263 -0.00251647 0.00210562 0.0022756 0.000656362 -0.00383049 -4.12981e-05
internal_weight=0 775.533 555.349 507.522 371.249 141.261 220.184 136.273 229.988 114.432 8784.47
internal_count=4780 351 282 247 197 103 69 50 94 95 4429
is_linear=0
shrinkage=0.06


Tree=430
num_leaves=12
num_cat=0
split_feature=20 98 38 15 0 127 57 77 66 71 122
split_gain=0.0530014 0.195967 0.379957 0.309837 0.185233 0.354472 0.184946 0.220408 0.144475 0.354026 0.303034
threshold=0.0042751494329422721 0.0072436286136507997 0.0026012937305495147 0.0027679565828293566 0.0030382014811038975 0.0079489401541650313 0.00075379351619631063 0.040252277627587325 0.00057154725072905432 0.004017772153019906 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 -2 7 -6 -1 -10 -11
right_child=1 2 -4 -5 6 -7 -8 -9 9 10 -12
leaf_value=1.9056416832011668e-05 -0.0019182583463211464 0.003592220790698035 0.0066743480941712768 -0.00034372657870970573 -0.00040728658219650924 0.0027650685465207625 0.0023410235805287828 0.0044808159903562241 0.00057566721150790405 -0.0032602255650329547 0.00035424031683260477
leaf_weight=7418.9197365045547 332.94405174255371 101.67292451858521 44.777866840362549 246.07686293125153 442.29385137557983 70.403359651565552 155.51877760887146 35.803557991981506 326.93931996822357 262.1659824848175 122.48339200019836
leaf_count=3595 211 35 8 157 261 23 35 8 149 220 78
internal_value=0 0.000336872 0.00147851 0.000807743 -9.53794e-05 -0.00110031 0.000544413 -4.03679e-05 -5.92793e-05 -0.000875884 -0.00210948
internal_weight=0 1429.49 392.528 347.75 1036.96 403.347 633.616 478.097 8130.51 711.589 384.649
internal_count=4780 738 200 192 538 234 304 269 4042 447 298
is_linear=0
shrinkage=0.06


Tree=431
num_leaves=12
num_cat=0
split_feature=140 72 105 73 74 23 59 143 142 18 118
split_gain=0.050858 0.210355 0.23021 0.190876 0.220499 0.189761 0.182622 0.237857 0.187439 0.220886 0.264789
threshold=0.0034400182776153092 0.024066280573606495 0.0017376682371832433 0.00899649551138282 0.00044738779251929378 0.0025217677466571335 0.0072436286136507997 0.013032016810029747 0.0028552538715302949 0.0031340263085439806 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 5 -5 -2 7 8 -1 10 -10
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=1.0653849704185283e-05 -0.002452223313624536 -9.8651133535994235e-05 -0.0036059986387837581 -0.0021539157342515079 -5.2544766156115205e-05 0.00015588423305627815 -0.00096424691652071445 0.0046867935055545599 0.0018480100842699504 0.0025943736810510936 -0.00091129771996792668
leaf_weight=2269.3151384592056 102.40829384326935 143.94960129261017 126.5489981174469 308.33496046066284 430.92607975006104 4951.6077389717102 437.49287593364716 44.684189438819885 236.74189436435699 242.47964382171631 265.51026916503906
leaf_count=1155 68 65 114 205 178 2488 192 16 92 81 126
internal_value=0 -0.000105111 -0.00174024 -2.87347e-05 -0.000929169 0.000102989 0.000182221 0.000346227 0.000281724 0.0011076 0.00038944
internal_weight=0 6063.78 270.499 5793.28 739.261 5054.02 3496.22 3058.73 3014.05 744.732 502.252
internal_count=4780 3118 179 2939 383 2556 1662 1470 1454 299 218
is_linear=0
shrinkage=0.06


Tree=432
num_leaves=12
num_cat=0
split_feature=34 81 61 108 52 123 33 143 110 5 69
split_gain=0.0591752 0.11978 0.173834 0.284241 0.10701 0.102348 0.0885027 0.2257 0.257126 0.246087 0.281095
threshold=0.02636832278221846 0.0025217677466571335 0.00244467705488205 0.0016846025246195497 0.00080172589514404546 0.00066645268816500913 0.0098710241727530974 0.0038949446752667431 0.00039601318712811922 0.064669914543628707 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -3 -6 -1 -8 -9 10 -10
right_child=1 4 3 -5 5 -7 7 8 9 -11 -12
leaf_value=2.2643899293443061e-05 -0.0010368778810460005 -0.0022328088087139363 0.0068230337330715115 0.0011617864524284701 0.0005263662795961016 -0.0018681547081860748 0.00063127967605927269 -0.0032858916576396172 -0.002323397460544841 0.0043187595537599677 0.00044999720347383684
leaf_weight=7432.8823755979538 62.258097529411316 65.588334321975708 43.667787909507751 118.2304310798645 664.15038251876831 71.045051574707031 379.4877393245697 161.33615458011627 254.67646217346191 34.693479061126709 271.98338794708252
leaf_count=3648 48 51 7 58 283 64 164 113 189 7 148
internal_value=0 0.00043072 0.00165635 0.00269203 8.74778e-05 0.000294751 -5.17588e-05 -0.000553474 -0.00117559 -0.000568606 -0.000891317
internal_weight=0 1024.94 224.156 161.898 800.784 735.195 8535.06 1102.18 722.689 561.353 526.66
internal_count=4780 511 113 65 398 347 4269 621 457 344 337
is_linear=0
shrinkage=0.06


Tree=433
num_leaves=12
num_cat=0
split_feature=118 118 146 45 114 1 37 19 52 79 88
split_gain=0.0523008 0.340658 0.342894 0.34984 0.241216 0.344881 0.224009 0.166345 0.273656 0.229647 0.301818
threshold=0.0014427106943912806 0.00096484774257987748 0.0015349716995842757 0.00064626874518580746 0.0066005610860884198 0.0063990866765379914 0.0012745757703669371 0.0019672545604407792 0.0011615398107096555 0.0016846025246195497 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3 8 -2 10 -9
right_child=7 2 3 4 -6 -7 -8 9 -10 -11 -12
leaf_value=3.634075936219403e-05 -0.0008005488342371802 -0.00088218678658036895 -0.0081355333671783124 -0.0041663685679737593 0.00063018478626278296 0.00027994586547336624 0.004197003828740678 -0.00076356494897771271 0.0010410396024153198 0.00022005174452262684 -0.0054275472404782784
leaf_weight=5457.0824120044708 375.87647032737732 76.876478433609009 34.412446856498718 194.54484510421753 104.81580650806427 92.698615670204163 52.54841935634613 491.79306614398956 1277.6118438243866 1346.2353328466415 55.503946542739868
leaf_count=2814 185 45 31 151 54 35 15 249 488 663 50
internal_value=0 -0.00010781 -0.00152265 -0.00234344 -0.0018331 -0.00273187 0.00118169 0.000182694 0.00062238 -0.000201265 -0.00123747
internal_weight=0 6012.98 555.897 426.472 392.059 287.243 129.425 3547.02 1653.49 1893.53 547.297
internal_count=4780 3145 331 271 240 186 60 1635 673 962 299
is_linear=0
shrinkage=0.06


Tree=434
num_leaves=12
num_cat=0
split_feature=14 148 148 35 145 38 100 37 123 108 106
split_gain=0.0542848 0.258626 0.226749 0.249774 0.220373 0.342628 0.415089 0.311678 0.440123 0.292454 0.288838
threshold=0.00040826165059115743 0.041476719081401832 0.032603342086076743 0.0081988852471113222 0.0016331639490090313 0.0005375427135732026 0.00057154725072905432 0.0014427106943912806 0.00047558375808876013 0.0011615398107096555 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 10 -7 -1
right_child=-2 -3 -4 -5 -6 9 -8 -9 -10 -11 -12
leaf_value=-0.007261295723240962 -9.1821513576461632e-05 -0.0023994481572552208 0.0028652730146164949 0.0046095576012067955 0.00075661182399891936 0.0041578137335716407 -0.0001096858411536494 -0.0064690294438623048 0.0017864567407708091 0.00021584701684374035 -0.0018776444964961148
leaf_weight=52.173709750175476 6769.7483946084976 129.05018818378448 122.95177900791168 45.887945771217346 1150.0183444023132 90.572135210037231 669.59304988384247 64.478255391120911 82.707905292510986 268.10513663291931 114.71283948421478
leaf_count=47 3374 92 38 9 559 25 393 50 26 96 71
internal_value=0 0.000222667 0.000349907 0.000227956 0.000147103 -0.000375096 -0.00095392 -0.00275319 -0.00179107 0.00121214 -0.00356407
internal_weight=0 2790.25 2661.2 2538.25 2492.36 1342.34 983.666 314.073 249.594 358.677 166.887
internal_count=4780 1406 1314 1276 1267 708 587 194 144 121 118
is_linear=0
shrinkage=0.06


Tree=435
num_leaves=12
num_cat=0
split_feature=34 93 95 112 37 109 106 8 100 68 86
split_gain=0.0524825 0.0960928 0.159973 0.137504 0.169411 0.114117 0.128489 0.136154 0.117331 0.0940023 0.0837681
threshold=0.02636832278221846 0.00082683752407319855 0.014740333426743748 0.0019071503775194289 0.00017767510871635753 0.01884530205279589 0.0098710241727530974 0.0015833032084628942 0.0058306583669036635 0.011169348377734424 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 5 3 4 -3 6 7 -2 -7 -6 -1
right_child=1 2 -4 -5 9 8 -8 -9 -10 -11 -12
leaf_value=-0.00023609308398589478 0.0047737266866094939 -0.0031707563353419342 0.0027418996610274254 0.00079005497660881887 0.00043701667659902586 -0.0020192338241313522 -0.00043212634455051471 0.0015207345830698298 0.0012209521268260741 -0.0029408199475164016 0.00013984357523154619
leaf_weight=4281.7055571079254 62.63280713558197 109.89781415462494 61.429050803184509 182.9897186756134 153.94031167030334 74.56264317035675 77.986557364463806 177.72035622596741 87.148221015930176 36.632604718208313 4253.3540415763855
leaf_count=2313 16 99 23 84 74 51 46 55 30 33 1956
internal_value=0 0.000405627 -0.000139681 -0.000506309 -0.00129581 0.00102449 0.00168366 0.00237005 -0.000273377 -0.000213485 -4.87497e-05
internal_weight=0 1024.94 544.89 483.46 300.471 480.051 318.34 240.353 161.711 190.573 8535.06
internal_count=4780 511 313 290 206 198 117 71 81 107 4269
is_linear=0
shrinkage=0.06


Tree=436
num_leaves=12
num_cat=0
split_feature=100 19 91 83 42 118 83 63 98 13 69
split_gain=0.0535128 0.177837 0.21135 0.237947 0.322746 0.224664 0.315753 0.312197 0.255026 0.218449 0.208001
threshold=0.00244467705488205 0.04673989117145539 0.0014427106943912806 0.00093549740267917525 0.00047558375808876013 0.01884530205279589 0.076978169381618514 0.0014881226234138014 0.010180860292166473 0.000490355829242617 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 8 -7 -4 -6 -8
right_child=1 -3 5 4 9 7 10 -9 -10 -11 -12
leaf_value=0.00011687368729794707 0.0023054794793963699 -0.0018636167546211778 -0.0001815309956938134 -0.0051651209619526144 -0.00110160589881881 0.0065116741141645548 -0.0069449269628322234 5.884600634623672e-05 0.0011901708462580441 0.0012518536806772266 -0.00056188202487964011
leaf_weight=5696.6486783027649 86.038142085075378 211.47706127166748 1573.8951910734177 62.164420127868652 870.2363041639328 48.108103632926941 36.632604718208313 61.335373401641846 707.06875121593475 169.57509410381317 36.81995952129364
leaf_count=2569 29 142 860 56 598 11 33 31 354 80 17
internal_value=0 -0.000172402 -7.44171e-05 -0.000731725 -0.000969046 0.000242538 0.000118951 0.00289867 0.000243712 -0.000717714 -0.00375038
internal_weight=0 3863.35 3651.87 1188.01 1101.98 2463.86 2354.42 109.443 2280.96 1039.81 73.4526
internal_count=4780 2211 2069 763 734 1306 1264 42 1214 678 50
is_linear=0
shrinkage=0.06


Tree=437
num_leaves=12
num_cat=0
split_feature=112 81 82 121 101 141 91 54 71 50 22
split_gain=0.0527928 0.11398 0.155957 0.117767 0.108652 0.122281 0.118712 0.0931059 0.0968209 0.0973594 0.0930565
threshold=0.0033348383149132137 0.0031340263085439806 0.002945306478068233 0.0098710241727530974 0.000490355829242617 0.0023699469165876512 0.0022272822679951791 0.0098710241727530974 0.02129978779703379 0.0063990866765379914 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 6 -6 -3 8 9 -7 -2
right_child=1 4 3 -5 5 7 -8 -9 -10 -11 -12
leaf_value=-4.8061676819566456e-05 -0.00054666216721869804 -0.00057012270735936688 0.0036987512514439014 0.00040946552738740845 -0.002618585150195237 -0.0014616134418462936 0.0025209762314103604 0.0017063383464066344 -0.0026687160722634125 0.0012366503766554856 0.002396797170273194
leaf_weight=8565.9685038328171 165.6827929019928 81.223116755485535 112.86739122867584 60.037939667701721 87.789912939071655 87.883590340614319 99.359089255332947 78.267589569091797 64.384577989578247 106.20691764354706 50.328261494636536
leaf_count=4216 125 57 37 46 71 63 41 22 58 31 13
internal_value=0 0.00041385 0.00121512 0.00255751 -0.000101254 -0.0006256 0.0011311 -0.000105399 -0.00065445 1.47612e-05 0.000139924
internal_weight=0 994.031 388.916 172.905 605.115 424.533 180.582 336.743 258.475 194.091 216.011
internal_count=4780 564 221 83 343 245 98 174 152 94 138
is_linear=0
shrinkage=0.06


Tree=438
num_leaves=12
num_cat=0
split_feature=34 61 116 102 91 69 95 122 40 24 32
split_gain=0.0494616 0.106379 0.244737 0.31294 0.456808 0.294111 0.231313 0.303528 0.380559 0.292484 0.448337
threshold=0.02636832278221846 0.0019071503775194289 0.012636432424187662 0.00073092587990686308 0.0020292587578296666 0.0011261500185355546 0.011169348377734424 0.00017767510871635753 0.0020932231564074759 0.001792412775103003 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 7 8 9 10 -1
right_child=-2 -3 3 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0012630862812954495 0.00039378574296968058 -0.0002893756935358425 0.0027899626235789476 -2.9075991352396968e-05 -0.0064591240811481578 0.0042812105627075608 -0.0013627486337784247 -0.00067833193326053841 -0.00021409404515634417 0.0021685553057301434 -0.0017557760382441862
leaf_weight=668.5906982421875 1024.9400849342346 3701.4808861017227 40.243873715400696 88.16462254524231 36.632604718208313 161.06917226314545 395.38950407505035 1135.0252538919449 1465.6695202589035 601.98596239089966 240.80750048160553
leaf_count=287 511 1952 12 39 33 40 243 594 714 227 128
internal_value=0 -4.73199e-05 0.000138045 0.00172505 -0.00162001 0.00275708 2.31908e-05 0.000156483 0.000474775 0.00114278 0.00046359
internal_weight=0 8535.06 4833.58 326.11 76.8765 249.234 4507.47 4112.08 2977.05 1511.38 909.398
internal_count=4780 4269 2317 124 45 79 2193 1950 1356 642 415
is_linear=0
shrinkage=0.06


Tree=439
num_leaves=12
num_cat=0
split_feature=85 109 114 87 89 123 80 94 10 147 115
split_gain=0.0511157 0.21186 0.234284 0.142474 0.140418 0.14031 0.136439 0.0597354 0.119113 0.163456 0.0991961
threshold=0.02129978779703379 0.0058306583669036635 0.0054799309000372895 0.00017767510871635753 0.013032016810029747 0.0017376682371832433 0.00050559637020342063 0.055838862434029586 0.00090704852482303988 0.0013146653072908523 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 6 -5 -3 -4 -1 10 -10 -9
right_child=1 5 3 4 -6 -7 -8 8 9 -11 -12
leaf_value=-5.8768707931833588e-05 -0.0046179256764318109 0.00014222494269104454 0.0025932423392375299 -0.0045902160978422797 0.00016042917895749839 0.0035992716612886369 -0.00066760418483994123 0.00069923895159030647 -0.0006139444021261985 0.0033362217762031685 -0.0033875643504589605
leaf_weight=8805.3708432912827 39.962841510772705 69.199603319168091 110.64723336696625 35.522525787353516 60.318971872329712 108.52075290679932 79.190313696861267 55.878656148910522 60.225294470787048 100.65652298927307 34.506124258041382
leaf_count=4464 36 30 35 32 22 25 39 18 30 26 23
internal_value=0 0.00058841 -0.000321019 0.000281468 -0.00160329 0.00225403 0.00123335 -3.27341e-05 0.00087928 0.00185803 -0.000862996
internal_weight=0 503.362 325.642 285.679 95.8415 177.72 189.838 9056.64 251.267 160.882 90.3848
internal_count=4780 219 164 128 54 55 74 4561 97 56 41
is_linear=0
shrinkage=0.06


Tree=440
num_leaves=12
num_cat=0
split_feature=46 0 60 61 69 108 46 79 61 77 75
split_gain=0.0506314 0.17449 0.158495 0.114935 0.0725449 0.0597464 0.230268 0.32865 0.172734 0.266871 0.193351
threshold=0.21471316367387774 0.0034400182776153092 0.0019672545604407792 0.0019071503775194289 0.00085274505545385193 0.00017767510871635753 0.015200819820165636 0.0066005610860884198 0.0027679565828293566 0.0054799309000372895 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 -2 6 7 8 9 -1 -11
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0035324165230099873 0.0042823504501999414 -0.0042062218425540929 -0.00032608211018683768 0.00050254996967791449 0.0014889444353603353 1.8566014840695524e-05 0.0014478480961543376 -0.0058398677039187066 0.0016123832957107139 0.0017830969120207112 -0.0014941186151232835
leaf_weight=124.51619505882263 68.183201789855957 35.616203188896179 91.588536739349365 39.040117383003235 65.963043928146362 8563.265909075737 158.75533699989319 48.843472957611084 95.012450933456421 108.42707550525665 160.78814005851746
leaf_count=96 21 24 34 19 19 4351 46 44 29 33 64
internal_value=0 0.000766473 0.00159798 -0.00174648 0.0029109 -2.48979e-05 -0.000559321 -0.00115222 -0.000682652 -0.00123674 -0.00017404
internal_weight=0 300.391 225.735 74.6563 134.146 9259.61 696.343 537.587 488.744 393.731 269.215
internal_count=4780 117 74 43 40 4663 312 266 222 193 97
is_linear=0
shrinkage=0.06


Tree=441
num_leaves=12
num_cat=0
split_feature=141 99 94 74 122 52 1 54 25 10 0
split_gain=0.0505255 0.16231 0.151982 0.178266 0.148158 0.147212 0.318529 0.306366 0.34323 0.392966 0.289228
threshold=0.0023699469165876512 0.017188700847327713 0.0012745757703669371 0.00044738779251929378 0.0005375427135732026 0.0026012937305495147 0.00017767510871635753 0.00017767510871635753 0.00077738583786413084 0.0013986918493174019 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 10 -2 9 -9 -7
right_child=5 2 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=1.8037175772539224e-05 -0.0014931382791234455 -0.0017986616294101984 0.0024480208567082794 -0.0017251358371262447 -0.00081148196041911378 0.00039783691622821758 -0.00014098538979981807 0.0058644581247978226 9.2952028421645842e-05 0.0012081941083925971 -0.0029776248790718144
leaf_weight=4047.3852252960205 283.17785465717316 55.597623944282532 337.3047399520874 53.471143484115601 58.927860736846924 133.77153611183167 2838.935506939888 81.597826361656189 1057.1323739290237 324.53180730342865 288.16618490219116
leaf_count=2110 150 42 126 32 45 72 1272 25 540 163 203
internal_value=0 0.000144632 0.00115844 0.00152435 0.00196318 -0.000131549 -0.00036963 0.000312979 0.000662586 0.00214492 -0.00190762
internal_weight=0 4552.69 505.301 449.704 396.233 5007.31 3260.87 1746.44 1463.26 406.13 421.938
internal_count=4780 2355 245 203 171 2425 1547 878 728 188 275
is_linear=0
shrinkage=0.06


Tree=442
num_leaves=12
num_cat=0
split_feature=100 118 23 40 119 38 84 91 34 116 83
split_gain=0.0508067 0.192001 0.280056 0.307023 0.226284 0.216531 0.215044 0.21358 0.24851 0.270877 0.235233
threshold=0.00244467705488205 0.01884530205279589 0.045367386192083366 0.00080172589514404546 0.00038414125447161501 0.0022272822679951791 0.000490355829242617 0.0014427106943912806 0.02636832278221846 0.0081988852471113222 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 6 -3 8 9 10 -2
right_child=1 5 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0001138844936914391 0.0016273052866439227 0.00027034004912494499 -0.0025990048491726101 -0.0047625691513264916 0.0023400301059574276 -0.0011861620356799062 0.0051620240859607588 0.00018166784407654154 0.0010174456631859233 0.0022746288874307659 -0.0019875720899736157
leaf_weight=5696.6486783027649 71.513438582420349 56.895057678222656 74.56264317035675 101.11086010932922 60.318971872329712 64.571932792663574 74.937352776527405 2401.2271764278412 205.09761989116669 69.199603319168091 683.916348695755
leaf_count=2569 24 27 51 83 22 42 19 1290 112 30 511
internal_value=0 -0.000167982 -0.00026589 -0.00226475 -0.000390174 0.00165921 0.00305272 -0.00012834 -0.000851198 -0.00131602 -0.0016452
internal_weight=0 3863.35 3666.95 235.992 134.882 196.404 131.832 3430.95 1029.73 824.629 755.43
internal_count=4780 2211 2123 156 73 88 46 1967 677 565 535
is_linear=0
shrinkage=0.06


Tree=443
num_leaves=12
num_cat=0
split_feature=112 86 17 1 40 60 52 92 97 73 95
split_gain=0.0508628 0.11293 0.152563 0.174918 0.113919 0.123017 0.106335 0.0984585 0.159163 0.313956 0.266011
threshold=0.0033348383149132137 0.00073092587990686308 0.0012357163941487672 0.00093549740267917525 0.00099512818269431613 0.00055427959887310873 0.0070226341485977182 0.0034400182776153092 0.00038414125447161501 0.00060774214216507982 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 -6 -5 -1 10 -10 -9
right_child=1 -3 3 6 5 -7 -8 8 9 -11 -12
leaf_value=-0.00022156633129342566 0.00072898977833738476 -0.00081895363102968063 -0.0011107170619930409 0.0034075529089855534 -1.2436615919546872e-05 -0.0034890525198983048 0.00084945947213526404 -0.00024198851254114952 -0.0037694136141340436 -5.7619711379311474e-05 0.0011399065419300993
leaf_weight=4936.9893580675125 308.42863786220551 212.7744950056076 61.148018598556519 158.84901440143585 103.51837277412415 56.614025473594666 92.698615670204163 885.61815416812897 86.679834008216858 1500.7377089262009 1155.9434486627579
leaf_count=2491 197 127 47 38 69 51 35 434 70 689 532
internal_value=0 0.000406224 0.000739962 0.00176609 5.49381e-05 -0.00124299 0.00246557 -4.71665e-05 0.000190093 -0.000260524 0.000540466
internal_weight=0 994.031 781.257 312.696 468.561 160.132 251.548 8565.97 3628.98 1587.42 2041.56
internal_count=4780 564 437 120 317 120 73 4216 1725 759 966
is_linear=0
shrinkage=0.06


Tree=444
num_leaves=12
num_cat=0
split_feature=53 50 130 101 4 43 47 114 38 4 51
split_gain=0.0487255 0.226125 0.365295 0.286653 0.186124 0.179421 0.174239 0.292159 0.360634 0.304434 0.248551
threshold=0.0095705352723598498 0.0016846025246195497 0.00043393640953581786 0.00055427959887310873 0.0060143163427710542 0.00039601318712811922 0.0036604277556762104 0.0011261500185355546 0.0012745757703669371 0.0021592099219560628 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -3 8 -8 -10 -9
right_child=1 6 -4 4 -6 -7 7 10 9 -11 -12
leaf_value=8.5112756180739398e-05 -0.0018613825323060746 -0.0010943634099103827 0.0029869215163795676 -0.004709814537661141 -0.00041182317420877167 0.0006584022730564829 0.00017272249302505895 -0.0024555692735029637 -0.0001707446447907841 -0.0056618045260785933 0.0016521195859379725
leaf_weight=6853.0183643102646 232.75591576099396 362.1808135509491 68.183201789855957 138.75986635684967 49.124505162239075 180.58220601081848 842.13772106170654 57.817781805992126 69.105925917625427 76.595446228981018 629.73793566226959
leaf_count=3352 145 205 21 125 20 98 411 44 38 69 252
internal_value=0 -0.000215542 -0.0011722 -0.00164429 -0.00358687 -0.000760627 9.87899e-05 0.000356771 -0.000304247 -0.00305931 0.00130639
internal_weight=0 2706.98 669.406 601.222 187.884 413.338 2037.58 1675.39 987.839 145.701 687.556
internal_count=4780 1428 409 388 145 243 1019 814 518 107 296
is_linear=0
shrinkage=0.06


Tree=445
num_leaves=12
num_cat=0
split_feature=58 109 5 37 75 45 77 118 101 29 83
split_gain=0.0543297 0.182881 0.212694 0.263132 0.259339 0.194706 0.215852 0.251442 0.313574 0.237972 0.288037
threshold=0.00060774214216507982 0.024810968898236755 0.0031340263085439806 0.0098710241727530974 0.00042089859198313212 0.041476719081401832 0.0011261500185355546 0.01884530205279589 0.00096484774257987748 0.0053125319536775359 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 9 -9 10 -8
right_child=-2 -3 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0010908344457996623 -7.3074247380260711e-05 -0.0029780228024113829 0.0024073027698548709 0.0011334225981812528 -0.0055668414147089897 0.0037978434381053658 0.00075193144314565912 -0.0048837594572478174 0.00045452220288450939 -0.00085727307485796626 0.0032873067611348958
leaf_weight=347.65611004829407 7582.4338992834091 60.037939667701721 170.04348111152649 33.583400130271912 54.393867611885071 56.98873507976532 658.23932814598083 63.461853861808777 105.09683871269226 214.44663834571838 213.61759161949158
leaf_count=200 4001 46 40 6 49 19 213 41 30 80 55
internal_value=0 0.000280044 0.000382204 0.00018502 -0.00301078 0.000354614 0.000231936 0.000598464 -0.00155703 0.000933038 0.00137344
internal_weight=0 1977.57 1917.53 1747.48 87.9773 1659.51 1602.52 1254.86 168.559 1086.3 871.857
internal_count=4780 779 733 693 55 638 619 419 71 348 268
is_linear=0
shrinkage=0.06


Tree=446
num_leaves=12
num_cat=0
split_feature=16 55 88 119 101 27 127 104 79 142 91
split_gain=0.0497904 0.0674708 0.156608 0.225314 0.16718 0.166992 0.227869 0.153655 0.145806 0.135338 0.109499
threshold=0.012086483649909498 0.00075379351619631063 0.018276390619575981 0.001792412775103003 0.0060143163427710542 0.001792412775103003 0.0021592099219560628 0.0021592099219560628 0.00899649551138282 0.0037758676335215573 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -4 -9 -10
right_child=-2 2 8 -5 -6 6 -8 9 10 -11 -12
leaf_value=4.825281482826733e-05 0.0017316548146263295 -0.0041431912468848147 0.00092153578863891851 0.0015432337325962345 -0.0049418269665071233 -0.0043709402899456172 0.00066862470663705729 0.00041235895750902729 -0.004522273703446226 -0.0036905019792100513 -0.00047034219980899927
leaf_weight=8358.542998790741 59.302570343017578 62.164420127868652 385.60019838809967 97.232608795166016 48.843472957611084 74.468965768814087 194.46521759033203 86.867188811302185 29.972131133079529 43.293078303337097 119.24683260917664
leaf_count=4207 13 56 121 31 44 59 62 54 27 39 67
internal_value=0 -1.08545e-05 -0.000443381 -0.00110261 -0.00160715 -0.00125304 -0.00080193 -0.00219909 0.000305295 -0.000954094 -0.0012867
internal_weight=0 9500.7 1142.15 607.335 510.102 461.259 399.094 204.629 534.819 130.16 149.219
internal_count=4780 4767 560 345 314 270 214 152 215 93 94
is_linear=0
shrinkage=0.06


Tree=447
num_leaves=12
num_cat=0
split_feature=8 8 101 62 11 142 4 58 150 62 117
split_gain=0.0481936 0.1112 0.234575 0.218698 0.256009 0.202272 0.151375 0.110336 0.0837356 0.128115 0.0749147
threshold=0.033603202551603324 0.017724351026117805 0.000490355829242617 0.00046126570669002836 0.0054799309000372895 0.0028552538715302949 0.0013986918493174019 0.0031340263085439806 0.00068727668258361529 0.0005375427135732026 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 7 4 5 -4 -5 -3 -2 -10 -1
right_child=8 2 3 6 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00024272118155491915 0.0021595863765285625 -0.0062809179249053645 0.00064902944736961539 -0.00063755113750791064 0.0035959832543664637 -0.0045898165954534271 -0.0048425207456059185 -0.0017255769822746105 -0.0024123641122035899 0.0011313362843137372 -0.00011557063248421278
leaf_weight=3418.7058408260345 100.65652298927307 37.74268364906311 103.8930823802948 80.300392627716064 78.36126697063446 35.522525787353516 49.953551888465881 38.946439981460571 54.581222414970398 111.75731229782104 5449.5788418054581
leaf_count=1576 26 34 37 40 14 32 45 27 33 36 2880
internal_value=0 -2.28746e-05 -0.000971164 -0.000308808 0.000854332 -0.00068814 -0.00225267 -0.00397276 0.000794585 -3.22208e-05 2.25513e-05
internal_weight=0 9293 424.72 348.031 217.777 139.416 130.254 76.6891 266.995 166.339 8868.28
internal_count=4780 4685 229 168 83 69 85 61 95 69 4456
is_linear=0
shrinkage=0.06


Tree=448
num_leaves=12
num_cat=0
split_feature=70 149 124 45 49 88 88 66 60 19 63
split_gain=0.048711 0.0988371 0.148531 0.13204 0.0858033 0.0543048 0.207235 0.343563 0.294025 0.398522 0.364861
threshold=0.034632634371519096 0.016164712607860569 0.013860232196748258 0.0019672545604407792 0.00096484774257987748 0.00093549740267917525 0.00039601318712811922 0.00087947337306104611 0.0019672545604407792 0.0011615398107096555 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 -1 8 9 -8 -11
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 -12
leaf_value=-6.4673549786699994e-05 -0.0054189333715427557 0.0014021688501586074 0.0016412519284469381 -0.0023591825556145414 0.00080359421923723766 -0.00012957997380953355 -0.0015770821151554746 0.0030745094746583092 -0.0011884767849030288 0.005571611451983355 0.001179886826792128
leaf_weight=3663.5648975372314 35.522525787353516 59.115215539932251 46.90434730052948 94.450386524200439 45.794268369674683 4390.8024243116379 161.5235093832016 205.47232949733734 300.93911755084991 79.377668499946594 476.53299331665039
leaf_count=1837 32 29 18 77 17 2193 97 80 166 23 211
internal_value=0 -0.000777055 -0.00135597 -0.00215627 -0.0013266 2.35645e-05 0.000161148 0.000837091 0.000385401 0.00104566 0.00180786
internal_weight=0 281.787 222.672 175.767 140.245 9278.21 4887.41 1223.85 1018.37 717.434 555.911
internal_count=4780 173 144 126 94 4607 2414 577 497 331 234
is_linear=0
shrinkage=0.06


Tree=449
num_leaves=12
num_cat=0
split_feature=110 93 76 2 63 124 53 51 91 11 36
split_gain=0.051295 0.189531 0.26467 0.120723 0.131676 0.113885 0.085662 0.232492 0.261002 0.207117 0.274136
threshold=0.024066280573606495 0.0023699469165876512 0.00040826165059115743 0.00070876078098081063 0.0079489401541650313 0.013860232196748258 0.0081988852471113222 0.0013560238294303419 0.00040826165059115743 0.0014427106943912806 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -3 -1 9 -9 -8 -11
right_child=1 3 -4 -5 -6 -7 7 8 -10 10 -12
leaf_value=8.6516216934143077e-05 -0.0037012397242994731 -0.00097623677745486666 0.0012042161773703406 0.003158059606515272 0.0036838945189468422 0.0030687782273377063 -5.8026009432942481e-05 -0.0023471620644498949 0.00033770289577212412 -0.0027728254422908789 7.6803649599602384e-05
leaf_weight=6457.5351828336716 73.265209436416626 124.42251765727997 85.944464683532715 103.98675978183746 40.243873715400696 31.269564867019653 421.29602909088135 142.37113535404205 1531.6325641870499 366.15274226665497 181.87963974475861
leaf_count=3117 66 104 37 29 12 12 234 104 733 249 83
internal_value=0 0.000618666 -0.00105409 0.00150668 0.000629096 -0.000162378 -3.12574e-05 -0.000318965 0.000109233 -0.00105839 -0.00182726
internal_weight=0 459.132 159.21 299.923 195.936 155.692 9100.87 2643.33 1674 969.328 548.032
internal_count=4780 260 103 157 128 116 4520 1403 837 566 332
is_linear=0
shrinkage=0.06


Tree=450
num_leaves=12
num_cat=0
split_feature=14 107 77 117 35 32 8 144 19 50 70
split_gain=0.0533111 0.218371 0.534534 0.258323 0.287545 0.252222 0.27139 0.277894 0.246544 0.241836 0.278455
threshold=0.00040826165059115743 0.0005893622583243997 0.0063990866765379914 0.027182282879948619 0.0014427106943912806 0.00068727668258361529 0.0021592099219560628 0.0045489775948226461 0.0084566329605877417 0.076978169381618514 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 8 9 -7 10 -8
right_child=-2 5 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0046162531425151428 -9.0997740801890042e-05 -1.5516765215013897e-05 0.0029054353948372771 0.0011615601474978337 -0.00035897605327251487 0.0018003341868058807 -0.0022584949960467913 0.00397008464189357 0.0060881571273260736 0.0028012004093705355 0.00084144121303300753
leaf_weight=162.16520130634308 6769.7483946084976 1541.7965794801712 93.996049404144287 63.649208664894104 88.16462254524231 179.84683668613434 187.1490021944046 75.953754305839539 65.963043928146362 96.122529864311218 235.44446063041687
leaf_count=138 3374 823 20 25 39 65 112 28 19 30 107
internal_value=0 0.000220658 -0.00106182 -0.00225005 -0.00311761 0.000440323 0.00127643 0.00058304 0.00295298 8.64169e-05 -0.000531601
internal_weight=0 2790.25 407.975 313.979 250.33 2382.28 840.48 594.67 245.81 518.716 422.593
internal_count=4780 1406 222 202 177 1184 361 277 84 249 219
is_linear=0
shrinkage=0.06


Tree=451
num_leaves=12
num_cat=0
split_feature=98 46 54 39 106 27 42 0 143 142 110
split_gain=0.0501183 0.0963932 0.146323 0.095452 0.317689 0.171109 0.155631 0.0807879 0.0794651 0.105711 0.096838
threshold=0.049604203552007682 0.0038949446752667431 0.011880517937242987 0.00017767510871635753 0.0063990866765379914 0.0020292587578296666 0.0020932231564074759 0.00017767510871635753 0.035692447796463973 0.0020932231564074759 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 6 -5 -4 9 -2 -11
right_child=1 2 7 5 -6 -7 -8 -9 -10 10 -12
leaf_value=-3.9116852750997436e-05 0.00033436097708484323 0.00011478175409941689 0.00033549616234084477 -0.0038197966552337777 0.0060375019446387143 0.0019018772254266653 0.00059226755117351411 -0.0039424611846184572 0.0021797026264174998 -0.0050575300680042023 -0.00095990329302919641
leaf_weight=8843.9566235542297 91.213827133178711 75.860076904296875 32.379643797874451 44.403157234191895 57.082412481307983 184.56818461418152 81.410471558570862 31.082210063934326 31.363242268562317 34.412446856498718 52.26738715171814
leaf_count=4426 66 36 13 40 11 45 41 28 4 31 39
internal_value=0 0.000482747 0.00093003 0.0013158 0.00266049 0.000739171 -0.000966671 -0.00176266 -0.000600425 -0.00109152 -0.00259064
internal_weight=0 716.043 506.786 443.324 132.942 310.382 125.814 63.4619 209.257 177.894 86.6798
internal_count=4780 354 214 173 47 126 81 41 140 136 70
is_linear=0
shrinkage=0.06


Tree=452
num_leaves=12
num_cat=0
split_feature=141 141 104 135 44 110 23 50 136 47 88
split_gain=0.0486614 0.155158 0.335951 0.447349 0.272656 0.325377 0.253888 0.30348 0.249365 0.216858 0.216503
threshold=0.0023699469165876512 0.0013986918493174019 0.0079489401541650313 0.00075379351619631063 0.0013146653072908523 0.00096484774257987748 0.017724351026117805 0.00899649551138282 0.0005375427135732026 0.019431582652032379 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 5 10 7 -6 -5 -4 -3
right_child=-2 2 3 8 6 -7 -8 -9 -10 -11 -12
leaf_value=-9.165570966882974e-05 -0.00012909957730040594 0.0026146869204322441 0.0051139113018367219 -0.0022412890723913091 -0.0021438102011497309 -0.0030193750110414832 -0.0039088175920473939 0.00099207698584373775 0.0021960118524391565 0.0013249254581836941 -0.00073406981468443868
leaf_weight=3151.2142963409424 5007.3130902051926 288.55494439601898 155.51877760887146 96.764221787452698 188.07172632217407 57.817781805992126 82.333195686340332 271.15434122085571 86.038142085075378 83.72430682182312 91.494859337806702
leaf_count=1715 2425 74 35 71 129 44 58 123 29 35 42
internal_value=0 0.000141939 0.000667147 0.00208208 5.7287e-05 0.00117047 -0.00084281 -0.000292383 -0.000152761 0.00378904 0.00180851
internal_weight=0 4552.69 1401.47 422.045 979.427 437.868 541.559 459.226 182.802 239.243 380.05
internal_count=4780 2355 640 170 470 160 310 252 100 70 116
is_linear=0
shrinkage=0.06


Tree=453
num_leaves=12
num_cat=0
split_feature=140 32 125 72 126 124 17 71 100 150 128
split_gain=0.0488697 0.128128 0.416209 0.365551 0.438909 0.334098 0.291004 0.27876 0.277721 0.267033 0.265358
threshold=0.0034400182776153092 0.0012357163941487672 0.0056525857653468856 0.0014881226234138014 0.00017767510871635753 0.0018488886416889729 0.040252277627587325 0.045367386192083366 0.0018488886416889729 0.0036604277556762104 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 8 -7 -6 10 -4 -5
right_child=1 3 9 5 7 6 -8 -9 -10 -11 -12
leaf_value=0.00017862840014951117 -0.00011938026851265203 0.0024118678817085732 -0.0035034912445398442 -0.0012126162018436101 -0.0048748709519550954 0.00027519359698634254 0.0038079233430307327 0.0022267167585495111 -0.00027675605497281609 2.1187792397990701e-05 -0.0051058195156350912
leaf_weight=3496.224011182785 3353.731098651886 437.038538813591 227.94089043140411 180.67588341236115 54.393867611885071 871.46816027164459 92.792293071746826 31.269564867019653 600.5808013677597 117.1203521490097 96.764221787452698
leaf_count=1662 1760 135 173 90 49 397 27 12 347 57 71
internal_value=0 -0.000103031 -0.000323566 0.000241883 0.00164215 -0.000155477 0.000615513 -0.00228302 -0.00100217 -0.00230749 -0.00257182
internal_weight=0 6063.78 3698.79 2364.98 522.702 1842.28 964.26 85.6634 878.021 345.061 277.44
internal_count=4780 3118 1990 1128 196 932 424 61 508 230 161
is_linear=0
shrinkage=0.06


Tree=454
num_leaves=12
num_cat=0
split_feature=120 58 140 121 25 36 108 117 59 138 87
split_gain=0.0473964 0.273255 0.210142 0.165424 0.220636 0.159555 0.167691 0.152585 0.254717 0.237458 0.171351
threshold=0.00040826165059115743 0.0095705352723598498 0.013860232196748258 0.0063990866765379914 0.0012745757703669371 0.0010918468469753864 0.013032016810029747 0.0095705352723598498 0.0030382014811038975 0.0026833302108570938 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 7 -5 -3 -7 -2 10 -10 -9
right_child=1 2 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=-6.0804142998638331e-05 -0.00034376025322434999 -0.0023730952305014309 -0.0048402084379314684 0.00018603911975630092 0.0038685448606551372 -0.0010673979662532893 0.0036568667808473958 0.0036192487546484772 -0.001125693018048855 0.0022362336612306191 -0.00020630974971385321
leaf_weight=7920.6894631385803 584.3043270111084 98.797024846076965 53.283788681030273 113.69643795490265 120.73162114620209 63.461853861808777 46.998024702072144 163.19565272331238 223.96896171569824 114.0711475610733 56.801380276679993
leaf_count=3950 300 89 48 62 36 41 10 50 129 30 35
internal_value=0 0.000293625 -0.00147995 0.000631917 0.00208339 -0.000622414 0.000944153 0.000333894 0.00104338 9.11012e-06 0.00263188
internal_weight=0 1639.31 262.541 1376.77 234.428 209.257 110.46 1142.34 558.037 338.04 219.997
internal_count=4780 830 188 642 98 140 51 544 244 159 85
is_linear=0
shrinkage=0.06


Tree=455
num_leaves=12
num_cat=0
split_feature=112 86 18 87 37 17 58 95 23 12 96
split_gain=0.0487876 0.104775 0.125132 0.120312 0.140556 0.131639 0.0791647 0.245729 0.472843 0.286383 0.421424
threshold=0.0033348383149132137 0.00073092587990686308 0.0010585968848317864 0.0020292587578296666 0.0016331639490090313 0.0012357163941487672 0.0045489775948226461 0.00047558375808876013 0.030689206905663017 0.00017767510871635753 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 -2 -5 -1 -8 9 10 -9
right_child=1 2 -4 5 -6 -7 7 8 -10 -11 -12
leaf_value=7.8824475135026107e-05 0.00057364547617295449 8.2659008321349966e-05 -0.003228759069961968 3.7560446496769489e-06 -0.0022187092902130239 0.0025533591878250965 0.00053192012271773242 0.0014512603315582719 -0.0034424684638872717 -0.0008653156516612437 -0.004419405335842186
leaf_weight=5828.0127017498016 388.63535308837891 157.27054846286774 55.503946542739868 114.61916208267212 77.799202561378479 200.20296704769135 853.97387969493866 437.68023073673248 201.29899609088898 1196.1592226028442 48.843472957611084
leaf_count=2655 245 77 50 79 62 51 454 176 149 738 44
internal_value=0 0.000397848 -0.000782262 0.000719309 0.000107517 0.00162541 -4.61965e-05 -0.000312309 -0.000694991 -0.000366126 0.000861101
internal_weight=0 994.031 212.774 781.257 466.435 314.822 8565.97 2737.96 1883.98 1682.68 486.524
internal_count=4780 564 127 437 307 130 4216 1561 1107 958 220
is_linear=0
shrinkage=0.06


Tree=456
num_leaves=12
num_cat=0
split_feature=37 0 107 51 137 115 122 104 105 116 113
split_gain=0.0479402 0.299186 0.0954281 0.0616144 0.179026 0.268576 0.367 0.274694 0.390025 0.290787 0.25605
threshold=0.11766931414604188 0.0026833302108570938 0.00046126570669002836 0.0038949446752667431 0.00070876078098081063 0.00044738779251929378 0.00082683752407319855 0.0018488886416889729 0.0013146653072908523 0.0014427106943912806 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 7 8 -7 -10 -9
right_child=1 -3 -4 4 -6 6 -8 10 9 -11 -12
leaf_value=8.5644049572841568e-05 0.00058932301032844935 0.0032056946924929213 -0.0038772675013235302 0.0012620834139267338 -0.00097216770971607803 -0.0023026948284072947 0.0010647800734679652 -0.004112139215949215 0.0034880983220757552 -0.00011322220203410971 -0.0011331560151133251
leaf_weight=6463.0855774879456 30.159485936164856 95.012450933456421 39.962841510772705 503.45591986179352 862.47980153560638 166.88654923439026 473.202756524086 135.42962956428528 128.59585106372833 216.47944140434265 445.24937856197357
leaf_count=3122 11 29 36 211 494 118 208 122 35 98 296
internal_value=0 0.0010131 -0.00195809 -1.78446e-05 -0.00024598 5.67261e-05 -0.000330881 -0.000935358 7.78482e-05 0.00122947 -0.00182852
internal_weight=0 165.135 70.1223 9394.86 2931.78 2069.3 1565.84 1092.64 511.962 345.075 580.679
internal_count=4780 76 47 4704 1582 1088 877 669 251 133 418
is_linear=0
shrinkage=0.06


Tree=457
num_leaves=12
num_cat=0
split_feature=118 94 118 122 107 75 124 52 136 47 44
split_gain=0.052651 0.170493 0.23412 0.244855 0.220906 0.286264 0.208676 0.206525 0.196909 0.269377 0.416554
threshold=0.0014427106943912806 0.00043393640953581786 0.0011261500185355546 0.00099512818269431613 0.0005893622583243997 0.0042751494329422721 0.0005893622583243997 0.0042751494329422721 0.0012357163941487672 0.011519505176693203 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 -1 9 10 -6
right_child=-2 2 3 -5 8 -7 -8 -9 -10 -11 -12
leaf_value=-0.0035989345339864235 0.00018330278529032763 -0.00016555486498826704 -0.0032687185324918122 0.00019195670140179804 0.0026389801621991595 0.0012490760172591019 -0.0058955472962533961 0.0025347465814557855 -0.003332707470419896 -6.0500712547323771e-05 -0.001524226400367726
leaf_weight=47.733394026756287 3547.0206596851349 4387.6454924345016 183.44405579566956 122.85810160636902 472.65474200248718 100.56284558773041 53.283788681030273 33.583400130271912 38.852762579917908 466.52823305130005 105.8322080373764
leaf_count=43 1635 2271 141 46 159 34 48 6 35 299 63
internal_value=0 -0.000108172 -0.000277535 -0.00188103 0.000494503 -0.00117214 -0.00298066 -0.00106576 0.000856184 0.00101223 0.0018772
internal_weight=0 6012.98 4693.95 306.302 1319.03 235.163 134.601 81.3168 1083.87 1045.02 578.487
internal_count=4780 3145 2458 187 687 131 97 49 556 521 222
is_linear=0
shrinkage=0.06


Tree=458
num_leaves=12
num_cat=0
split_feature=110 90 76 53 5 63 54 18 125 62 27
split_gain=0.0469916 0.137992 0.179273 0.116768 0.141842 0.109238 0.118964 0.0596069 0.175749 0.230606 0.273539
threshold=0.024066280573606495 0.00068727668258361529 0.00017767510871635753 0.12945349514484408 0.00075379351619631063 0.0079489401541650313 0.0084566329605877417 0.00052132029668428015 0.027182282879948619 0.0005375427135732026 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 4 -4 6 -2 -1 -9 10 -10
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00015957791290888428 -0.0018642682183108662 -0.0023423927291991004 -0.0011138630925866778 0.0045947282712865117 0.0027663975023476603 0.0021188736956338871 0.0023873292167812671 0.00026559645734280962 0.0024437637338402258 0.0017374327848234145 -0.003323558572600846
leaf_weight=5312.5847961902618 126.64267551898956 51.157308220863342 53.377466082572937 54.862254619598389 92.698615670204163 51.344663023948669 29.049407005310059 3516.2991093397141 35.803557991981506 66.979445457458496 169.20038449764252
leaf_count=2700 106 38 40 9 35 22 10 1672 8 28 112
internal_value=0 0.000592151 0.000960606 0.00223683 0.00134872 -0.000278504 -0.00106997 -2.99131e-05 0.000151925 -0.00131722 -0.00231561
internal_weight=0 459.132 407.975 200.938 146.076 207.037 155.692 9100.87 3788.28 271.983 205.004
internal_count=4780 260 222 84 75 138 116 4520 1820 148 120
is_linear=0
shrinkage=0.06


Tree=459
num_leaves=12
num_cat=0
split_feature=34 81 47 11 74 33 73 20 44 67 108
split_gain=0.0488377 0.0976776 0.150273 0.0982779 0.090639 0.111212 0.14307 0.125598 0.106638 0.0822336 0.07723
threshold=0.02636832278221846 0.0025217677466571335 0.0056525857653468856 0.0016846025246195497 0.0014881226234138014 0.0015349716995842757 0.0027679565828293566 0.0026833302108570938 0.0028552538715302949 0.00040826165059115743 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 -4 5 7 -7 9 -8 -3 -1
right_child=1 4 3 -5 -6 6 8 -9 -10 -11 -12
leaf_value=7.5863263310683873e-05 0.0048144327991339808 -0.0015768806458560684 0.0020487631510353599 -0.00073295356268288927 0.0023383884786611409 0.00058194855329155818 0.00037778087347927348 0.0010253443280561112 -0.0036000284788567662 -0.0057594805740040647 -0.00031210102535835052
leaf_weight=5831.7035982608795 40.243873715400696 38.946439981460571 99.359089255332947 84.553353548049927 59.208892941474915 539.0721230506897 42.370354175567627 34.599801659584045 56.614025473594666 29.972131133079529 2703.3560004234314
leaf_count=2723 12 27 41 60 21 235 22 15 51 27 1546
internal_value=0 0.000391294 0.00149808 0.000770172 8.13325e-05 -9.91666e-05 0.000196884 -0.00192236 -0.00189866 -0.00340157 -4.7021e-05
internal_weight=0 1024.94 224.156 183.912 800.784 741.575 638.057 103.518 98.9844 68.9186 8535.06
internal_count=4780 511 113 101 398 377 308 69 73 54 4269
is_linear=0
shrinkage=0.06


Tree=460
num_leaves=12
num_cat=0
split_feature=118 94 92 137 59 106 10 109 105 114 142
split_gain=0.0488211 0.151554 0.38002 0.311466 0.247785 0.21919 0.217625 0.223789 0.214763 0.170002 0.263287
threshold=0.0014427106943912806 0.00043393640953581786 0.00043393640953581786 0.00077738583786413084 0.023343417793512348 0.020035739988088611 0.0011615398107096555 0.00066645268816500913 0.00062670491752214741 0.0021592099219560628 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 7 -4 -1 -3 -11
right_child=-2 9 4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0006515606205013128 0.00017651151002506449 -2.2734851190942962e-05 -0.003725119661289663 0.0022287626065274346 -0.0022001714291848933 -0.001140678722876778 0.0025938416590850742 0.0014897863493105517 -0.0036489582580544601 -0.00037851621177001664 -0.0023415286975854671
leaf_weight=303.89464473724365 3547.0206596851349 3246.521829366684 42.276676774024963 99.45276665687561 66.979445457458496 91.120149731636047 496.98280107975006 98.342687726020813 119.98220193386078 1133.3531105518341 314.07270991802216
leaf_count=201 1635 1623 30 33 28 74 189 32 100 641 194
internal_value=0 -0.000104163 0.000464055 -0.000791637 0.00128991 0.00161096 0.00200431 -7.95883e-05 -0.00150066 -0.000263842 -0.000804597
internal_weight=0 6012.98 1319.03 523.33 795.702 728.722 637.602 140.619 423.877 4693.95 1447.43
internal_count=4780 3145 687 334 353 325 251 62 301 2458 835
is_linear=0
shrinkage=0.06


Tree=461
num_leaves=12
num_cat=0
split_feature=120 58 80 121 57 71 99 81 51 37 106
split_gain=0.0474224 0.229331 0.280222 0.149669 0.186411 0.159524 0.174489 0.210652 0.15151 0.164149 0.202665
threshold=0.00040826165059115743 0.0095705352723598498 0.0054799309000372895 0.0063990866765379914 0.00038414125447161501 0.010829726699739696 0.00040826165059115743 0.0048403022810816774 0.0030382014811038975 0.0053125319536775359 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 8 -7 -8 -2 10 -10
right_child=1 2 -4 4 -6 6 7 -9 9 -11 -12
leaf_value=-6.082254007412209e-05 -8.5767228169706593e-05 -0.00040606038805564775 -0.0054842939804325306 8.008686086842651e-06 0.0034321579346834382 0.0032264109071733064 -2.8909440610596518e-05 -0.0039867701600571131 0.003630206271577105 0.0043346003315181576 0.00028678578020594088
leaf_weight=7920.6894631385803 466.26125073432922 214.80729806423187 47.733394026756287 99.17173445224762 135.25632464885712 29.049407005310059 111.47628009319305 85.476077675819397 82.895260095596313 61.522728204727173 305.66046547889709
leaf_count=3950 226 145 43 57 41 10 60 77 10 15 146
internal_value=0 0.000293704 -0.00133109 0.000603615 0.00198424 0.000320138 -0.00110724 -0.00174775 0.000672264 0.00145739 0.00100083
internal_weight=0 1639.31 262.541 1376.77 234.428 1142.34 226.002 196.952 916.34 450.078 388.556
internal_count=4780 830 188 642 98 544 147 137 397 171 156
is_linear=0
shrinkage=0.06


Tree=462
num_leaves=12
num_cat=0
split_feature=142 127 144 102 5 44 78 11 146 126 60
split_gain=0.0459319 0.277251 0.288881 0.295161 0.376547 0.211873 0.274629 0.199535 0.195721 0.193141 0.311249
threshold=0.027182282879948619 0.00017767510871635753 0.0011261500185355546 0.00073092587990686308 0.0014881226234138014 0.0084566329605877417 0.00068727668258361529 0.020658296532928947 0.010180860292166473 0.00017767510871635753 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 9 -7 -2 -8 10 -3
right_child=1 5 -4 4 -6 6 8 -9 -10 -11 -12
leaf_value=-4.8415335723779055e-05 -0.0034707202078487084 -0.00076339300035728952 0.00064081320387394957 -0.0087963897926429738 0.00016095103062574285 0.0023009342377416039 -0.0057965827097758915 0.001005923607023647 -0.00010493148918533673 -0.00066105911435317979 0.003135612225638284
leaf_weight=8420.0376272201538 60.131617069244385 94.918773531913757 249.23379480838776 45.513236165046692 26.829249143600464 58.192491412162781 44.496834635734558 88.4456547498703 42.464031577110291 100.56284558773041 329.17352771759033
leaf_count=4416 38 37 79 41 8 12 32 15 14 34 54
internal_value=0 0.00035739 -0.000759373 -0.00233859 -0.00547879 0.00114127 -0.000887059 -0.000806962 -0.00302059 0.0017025 0.00226298
internal_weight=0 1139.96 470.154 220.92 72.3425 669.809 145.153 148.577 86.9609 524.655 424.092
internal_count=4780 364 181 102 49 183 58 53 46 125 91
is_linear=0
shrinkage=0.06


Tree=463
num_leaves=12
num_cat=0
split_feature=94 5 19 80 35 91 96 19 24 106 18
split_gain=0.0493046 0.199211 0.265248 0.276622 0.225891 0.332336 0.319929 0.209354 0.246021 0.332429 0.242227
threshold=0.0028552538715302949 0.00075379351619631063 0.086341444402933135 0.0010585968848317864 0.025578102096915249 0.00017767510871635753 0.00093549740267917525 0.00060774214216507982 0.0044099434744566688 0.00099512818269431613 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -8 9 -9 -10
right_child=1 2 -4 4 -6 6 7 8 10 -11 -12
leaf_value=-0.00011938860798230819 0.00049047563939895716 -0.0019926747126026716 0.0026218741218138461 -0.0057917718297765724 0.0042455975443802642 0.0029006247227282072 0.0024363251359783545 0.0015724207875307038 -0.0010845607693644105 -0.0031529240371238362 0.0013742678518939451
leaf_weight=5409.2553405761719 2516.5301800966263 366.98178899288177 100.65652298927307 37.74268364906311 41.353952646255493 116.2913054227829 83.817984223365784 69.293280720710754 319.81045937538147 235.7114429473877 262.55474197864532
leaf_count=2779 1119 274 26 34 13 32 27 22 183 180 91
internal_value=0 0.000155519 -0.000360279 -0.000556173 -0.000104146 -0.00026437 -7.20182e-05 -0.000428228 -0.000699048 -0.00207922 2.40283e-05
internal_weight=0 4150.74 1634.21 1533.56 1166.58 1125.22 1087.48 971.188 887.37 305.005 582.365
internal_count=4780 2001 882 856 582 569 535 503 476 202 274
is_linear=0
shrinkage=0.06


Tree=464
num_leaves=12
num_cat=0
split_feature=11 108 71 99 54 133 86 137 39 44 108
split_gain=0.047799 0.131991 0.208533 0.345854 0.306926 0.210845 0.194035 0.224258 0.192967 0.184373 0.209016
threshold=0.0014427106943912806 0.0019672545604407792 0.00099512818269431613 0.00017767510871635753 0.00046126570669002836 0.0015349716995842757 0.0005375427135732026 0.00044738779251929378 0.0010918468469753864 0.015675474889576439 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 -7 -8 9 10 -4
right_child=-2 2 5 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00023116137524546672 -0.00010500514586435789 0.0042257943092955438 0.0029344969006996307 -0.0042934483644275073 -0.0019831630944437671 -0.00020269626765126884 0.0029034762993712078 -5.3557738320511116e-05 -0.0013615323626556925 0.0046175211030884617 0.00016600530155853703
leaf_weight=1621.9236671924591 5929.4701716899872 51.438340425491333 196.59169805049896 83.255919814109802 64.478255391120911 895.78216946125031 185.39723134040833 183.81876540184021 65.682011723518372 86.131819486618042 196.02963364124298
leaf_count=782 2900 14 72 75 50 524 70 109 43 21 120
internal_value=0 0.000171429 0.000496511 -0.00134571 0.000773348 0.000699356 0.000274401 0.00143166 0.00168651 0.00210488 0.00155263
internal_weight=0 3630.53 2008.61 199.173 115.917 1809.43 1265 369.216 544.435 478.753 392.621
internal_count=4780 1880 1098 139 64 959 703 179 256 213 192
is_linear=0
shrinkage=0.06


Tree=465
num_leaves=12
num_cat=0
split_feature=110 93 146 147 53 91 60 150 24 143 150
split_gain=0.0496642 0.157039 0.170348 0.0935824 0.0682882 0.225986 0.250581 0.161838 0.155853 0.254374 0.194561
threshold=0.024066280573606495 0.0023699469165876512 0.0015349716995842757 0.0027679565828293566 0.0081988852471113222 0.00017767510871635753 0.0025217677466571335 0.00017767510871635753 0.00073092587990686308 0.010180860292166473 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 7 -6 9 -7 -10
right_child=1 -3 3 -5 5 8 -8 -9 10 -11 -12
leaf_value=7.4415378946193989e-05 0.0020213849581158811 0.0014170822995135559 -0.0045892588417939268 -0.00092983457779270012 -0.0041186312032252008 -0.0011174229327192168 -0.0065098583455289478 -0.00058428432266838747 -0.001066088501194444 0.0027862947359181783 0.00018318668559241783
leaf_weight=6457.5351828336716 49.124505162239075 299.92271602153778 38.852762579917908 71.232406377792358 55.503946542739868 95.747820258140564 34.506124258041382 289.65097343921661 677.36360239982605 161.06917226314545 1329.4904714822769
leaf_count=3117 20 157 35 48 50 62 23 172 400 40 656
internal_value=0 0.00060877 -0.00091388 -0.00222436 -3.07389e-05 -0.000287619 -0.00164206 -0.00115367 -6.03907e-05 0.00133102 -0.000238507
internal_weight=0 459.132 159.21 110.085 9100.87 2643.33 379.661 345.155 2263.67 256.817 2006.85
internal_count=4780 260 103 83 4520 1403 245 222 1158 102 1056
is_linear=0
shrinkage=0.06


Tree=466
num_leaves=12
num_cat=0
split_feature=11 136 58 101 149 31 52 117 11 145 150
split_gain=0.0440586 0.20939 0.161967 0.257257 0.279936 0.213004 0.27545 0.269577 0.350447 0.501306 0.283081
threshold=0.0014427106943912806 0.013032016810029747 0.044033329933881767 0.0011261500185355546 0.028020657598972324 0.00017767510871635753 0.00080172589514404546 0.019431582652032379 0.0022272822679951791 0.0053125319536775359 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 -2 8 9 -8 -9
right_child=2 -3 3 4 -6 -7 7 10 -10 -11 -12
leaf_value=9.7845551573626382e-05 -0.002574414589600899 0.0032757738891096033 -0.0020828084852053223 0.0053441624419097652 0.00040563405498929007 0.00017459895129627435 -0.0047457610583780977 -0.0024537386005588895 0.00025618212011822882 0.0012463563612215907 0.0006403407830778417
leaf_weight=3554.3884028196335 223.59425210952759 76.141109108924866 54.487545013427734 76.047431707382202 90.384780406951904 3092.3145353794098 125.53259658813477 375.03337371349335 1659.774078130722 83.72430682182312 148.57727181911469
leaf_count=1868 161 12 41 20 41 1476 105 257 711 35 53
internal_value=0 0.000164583 -0.000100815 0.00149286 0.00266404 -0.000162515 -0.000560965 -0.000372707 -3.55873e-05 -0.00234885 -0.00157582
internal_weight=0 3630.53 5929.47 220.92 166.432 5708.55 2616.24 2392.64 1869.03 209.257 523.611
internal_count=4780 1880 2900 102 61 2798 1322 1161 851 140 310
is_linear=0
shrinkage=0.06


Tree=467
num_leaves=12
num_cat=0
split_feature=52 1 0 131 0 32 30 138 35 38 121
split_gain=0.0454132 0.183167 0.332438 0.400122 0.258464 0.237081 0.267639 0.403168 0.349354 0.259666 0.273911
threshold=0.0060143163427710542 0.0032328735105693345 0.0013146653072908523 0.015200819820165636 0.0038949446752667431 0.0017376682371832433 0.00057154725072905432 0.00039601318712811922 0.00057154725072905432 0.00093549740267917525 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 -8 9 10 -3
right_child=1 4 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=9.0768831920607105e-05 0.00045924247564088053 -0.0005880525996215688 -0.0010220835719771321 -0.0064137675449396558 0.0011862632200567332 0.00088220963640906803 0.0022351396218100788 -0.0026021506372372206 -0.0060726065042680643 0.0027293778204978253 -0.0062795511890472722
leaf_weight=6450.5515273809433 625.39129734039307 91.588536739349365 953.14561414718628 52.173709750175476 653.70533502101898 315.29051613807678 145.34071242809296 108.052365899086 73.35888683795929 45.887945771217346 45.513236165046692
leaf_count=3426 240 34 511 47 217 90 42 65 58 9 41
internal_value=0 -0.000188373 -0.000626876 -0.00130251 0.000295205 -0.000410873 -0.0012107 0.0001722 -0.00257719 -0.00117336 -0.00248064
internal_weight=0 3109.45 1630.71 1005.32 1478.74 825.032 509.742 253.393 256.349 182.99 137.102
internal_count=4780 1354 798 558 556 339 249 107 142 84 75
is_linear=0
shrinkage=0.06


Tree=468
num_leaves=12
num_cat=0
split_feature=112 81 58 5 118 125 4 81 109 80 36
split_gain=0.0454122 0.0678375 0.0506063 0.179006 0.160403 0.221807 0.212858 0.251396 0.187341 0.150245 0.232875
threshold=0.010829726699739696 0.0048403022810816774 0.00060774214216507982 0.0031340263085439806 0.01884530205279589 0.04273676127195359 0.0013986918493174019 0.0079489401541650313 0.02129978779703379 0.00017767510871635753 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 8 7 -6 9 10 -1
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=0.0018355368609038469 0.0012684038617005945 -0.00057677509746184216 -9.7411501247835129e-05 0.0021062331229055702 -0.0064560299932056361 0.0033989710272079084 0.00039141845205258491 -6.7169684017872772e-05 -0.0030035888766071438 -0.00017280119457050165 -0.0014709163228111546
leaf_weight=364.22766649723053 228.12824523448944 104.53477430343628 7285.3870829343796 170.04348111152649 51.063630819320679 77.157510638237 93.996049404144287 39.133794784545898 66.698413252830505 982.58378064632416 97.045253992080688
leaf_count=126 157 78 3790 40 46 21 20 11 52 392 47
internal_value=0 0.000688583 -2.48661e-05 0.000247285 6.87797e-05 0.000263253 -0.00160678 -0.00368725 0.00010287 0.000246569 0.00113974
internal_weight=0 332.663 9227.34 1941.95 1771.91 1587.71 184.193 90.1974 1510.56 1443.86 461.273
internal_count=4780 235 4545 755 715 638 77 57 617 565 173
is_linear=0
shrinkage=0.06


Tree=469
num_leaves=12
num_cat=0
split_feature=106 77 148 18 136 86 11 30 30 100 77
split_gain=0.0462127 0.206141 0.312059 0.261633 0.316085 0.181144 0.399171 0.268434 0.305285 0.249881 0.221877
threshold=0.0019071503775194289 0.016164712607860569 0.00017767510871635753 0.00075379351619631063 0.00038414125447161501 0.00017767510871635753 0.0016846025246195497 0.00017767510871635753 0.00057154725072905432 0.00099512818269431613 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 -1 9 -9 10 -8
right_child=1 2 3 4 -6 -7 7 8 -10 -11 -12
leaf_value=0.0001607888179708491 -1.7901069045175834e-06 0.0055999619097164294 0.0016708681566413063 -0.0054785809933756823 0.00079236985700589021 0.00022121908531294116 -0.0086872260683328005 0.0018854364750143379 -0.001610986458745859 -0.0015407467750969419 -0.0033359725065289685
leaf_weight=1088.5892935991287 5034.741881608963 53.658498287200928 314.91580653190613 46.623315095901489 75.953754305839539 2153.895029425621 38.852762579917908 124.06185793876648 325.73556363582611 203.80018615722656 99.17173445224762
leaf_count=536 2765 16 122 42 28 857 35 39 156 127 57
internal_value=0 0.00011268 0.00128586 0.000755577 -0.00159537 -0.000154425 -0.000584736 -0.00160983 -0.000646408 -0.002877 -0.00484751
internal_weight=0 5525.89 491.151 437.493 122.577 4034.11 1880.21 791.622 449.797 341.825 138.024
internal_count=4780 2973 208 192 70 1807 950 414 195 219 92
is_linear=0
shrinkage=0.06


Tree=470
num_leaves=12
num_cat=0
split_feature=142 44 51 21 77 69 145 105 68 86 133
split_gain=0.0451221 0.233792 0.253194 0.292074 0.251226 0.176404 0.244324 0.237706 0.410589 0.245511 0.137293
threshold=0.027182282879948619 0.0084566329605877417 0.0011261500185355546 0.0015833032084628942 0.00044738779251929378 0.00039601318712811922 0.0020932231564074759 0.0028552538715302949 0.0023699469165876512 0.00060774214216507982 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 6 -6 10 -9 -10 -7
right_child=1 2 3 -5 5 7 -8 8 9 -11 -12
leaf_value=-4.8001489682331871e-05 -0.0026385337878581912 0.00040091328313534387 -0.00055840263823977022 -0.0066361956065594504 0.0009799547750073041 0.0017329933343936583 -0.0028828330460579027 0.0021534215156331993 0.00064510193744657276 -0.0064471229240444178 0.0045060175389276718
leaf_weight=8420.0376272201538 69.105925917625427 153.11126494407654 62.539129734039307 52.173709750175476 239.52411663532257 130.90968632698059 78.08023476600647 156.72253394126892 31.269564867019653 39.962841510772705 126.56304800510406
leaf_count=4416 38 49 24 47 46 29 38 28 12 36 17
internal_value=0 0.000354211 -0.00119606 -0.00332608 0.000830363 0.00112917 2.97139e-05 0.00184837 0.000436963 -0.00333724 0.00309732
internal_weight=0 1139.96 267.824 114.713 872.138 803.032 317.604 485.428 227.955 71.2324 257.473
internal_count=4780 364 120 71 244 206 84 122 76 48 46
is_linear=0
shrinkage=0.06


Tree=471
num_leaves=12
num_cat=0
split_feature=44 113 46 40 131 72 50 95 89 141 104
split_gain=0.0468556 0.160592 0.250279 0.25508 0.207241 0.220783 0.229818 0.214389 0.206506 0.255022 0.30165
threshold=0.001792412775103003 0.00080172589514404546 0.0053125319536775359 0.0011980500421486797 0.00017767510871635753 0.0020932231564074759 0.0045489775948226461 0.0058306583669036635 0.0013560238294303419 0.00046126570669002836 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 -8 9 -5 -11
right_child=1 -3 4 8 5 6 7 -9 -10 10 -12
leaf_value=-0.00015575979116252671 -0.00010225122652085957 -0.00010955467031235448 -0.0024982871826221159 -0.0026956498228464108 0.0015702106474706234 0.00062658963352986365 -0.0039504436998914396 0.00034241393657262335 0.0038523812250586429 0.0027537895317622878 -0.00060974096241808631
leaf_weight=4026.4014528989792 353.76856911182404 3751.0597283840179 122.48339200019836 51.157308220863342 253.76778793334961 212.32015788555145 108.88141262531281 67.99584698677063 149.78102815151215 326.48498284816742 135.8980165719986
leaf_count=1986 157 2029 78 38 75 70 90 37 46 92 82
internal_value=0 0.000113266 0.000582135 0.00119886 -0.000237386 0.000193632 -0.000704109 -0.00230091 0.00189269 0.00132048 0.0017653
internal_weight=0 5533.6 1782.54 1017.09 765.449 642.965 389.197 176.877 663.321 513.54 462.383
internal_count=4780 2794 765 415 350 272 197 127 258 212 174
is_linear=0
shrinkage=0.06


Tree=472
num_leaves=12
num_cat=0
split_feature=4 127 148 20 150 81 73 50 142 127 95
split_gain=0.043952 0.197889 0.448023 0.223932 0.303314 0.223087 0.199617 0.35082 0.175325 0.278438 0.394878
threshold=0.0021592099219560628 0.0036604277556762104 0.0020292587578296666 0.0011615398107096555 0.0011615398107096555 0.00080172589514404546 0.00017767510871635753 0.0063990866765379914 0.00899649551138282 0.0066005610860884198 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 4 -3 -2 -4 -8 -1 -10 -11
right_child=1 2 6 -5 -6 -7 7 -9 9 10 -12
leaf_value=6.9051276716813675e-05 0.0031043578290377398 -0.0019668891490733672 0.0023412646864838303 -0.00060993951527679811 -0.0081564117191650388 0.00033078480838163543 0.00053493264880733035 -0.0035397111753039164 -0.0010946043862666095 -0.00037719500446390406 0.005213849850035957
leaf_weight=5204.5980079174042 109.53715443611145 61.335373401641846 121.84170007705688 73.733596444129944 53.283788681030273 2186.354300737381 327.40770697593689 98.984379649162292 1101.6292085647583 157.45790326595306 63.836563467979431
leaf_count=2821 34 31 37 26 48 959 109 73 572 61 9
internal_value=0 0.000188708 -0.000666944 -0.00319067 -0.00484886 0.000463242 0.000200539 -0.00041158 -8.77258e-05 -0.000704471 0.00123727
internal_weight=0 3032.48 736.587 188.353 114.619 2295.89 548.234 426.392 6527.52 1322.92 221.294
internal_count=4780 1317 324 105 79 993 219 182 3463 642 70
is_linear=0
shrinkage=0.06


Tree=473
num_leaves=12
num_cat=0
split_feature=93 4 95 129 27 87 128 107 96 149 142
split_gain=0.0455839 0.223752 0.14621 0.220239 0.144187 0.177641 0.119075 0.117685 0.120525 0.108838 0.106925
threshold=0.010829726699739696 0.00039601318712811922 0.0012745757703669371 0.00017767510871635753 0.0046923852059990176 0.00017767510871635753 0.0035485138650983576 0.0027679565828293566 0.0042751494329422721 0.13848232477903369 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 7 -4 5 10 -7 8 -2 -1 -3
right_child=1 4 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-3.2806894728078638e-05 0.0021589494912571251 -2.9909101726180004e-06 -0.0037329249808027445 0.0017913639203667633 -0.002026626456451415 0.00021949454987699226 0.0023289503664901722 0.00044647480592390371 0.0055105480989725165 -0.0023023731117114352 -0.0028696264384401428
leaf_weight=8090.465961933136 124.98458206653595 88.993669271469116 41.072920441627502 70.309682250022888 127.84643185138702 588.74464273452759 115.08754909038544 81.035761952400208 55.972333550453186 76.689123630523682 98.797024846076965
leaf_count=3917 56 64 37 31 99 304 39 73 10 61 89
internal_value=0 0.000317206 0.0015736 -0.000247268 -0.00014305 0.000127226 0.000564705 0.00234751 0.00319811 -5.41459e-05 -0.00151186
internal_weight=0 1392.84 373.375 111.383 1019.47 891.623 703.832 261.993 180.957 8167.16 187.791
internal_count=4780 802 207 68 595 496 343 139 66 3978 153
is_linear=0
shrinkage=0.06


Tree=474
num_leaves=12
num_cat=0
split_feature=15 135 146 34 58 98 137 1 70 109 47
split_gain=0.0438904 0.229661 0.275587 0.249821 0.218203 0.2344 0.202591 0.194916 0.167975 0.149184 0.148663
threshold=0.023343417793512348 0.00075379351619631063 0.0051502294372767219 0.011519505176693203 0.0062037324532866487 0.00017767510871635753 0.0005893622583243997 0.0018488886416889729 0.00073092587990686308 0.029773407615721229 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -3 -8 10 -9 -7
right_child=1 6 3 -5 -6 8 7 9 -10 -11 -12
leaf_value=-5.6667110507805934e-05 -0.0019453430961010186 -0.0015336673492425859 0.0040755792783264792 0.0004673280705931544 -0.0019193703781112538 0.0019979012456735243 0.0020529075028331268 -0.0038302453626187388 0.0029157155038453102 0.00066341840869264107 -0.00084007256553758332
leaf_weight=8006.4465730190277 93.527662396430969 357.27211081981659 154.40869867801666 124.98458206653595 136.7270632982254 121.93537747859955 151.90750861167908 46.716992497444153 158.75533699989319 61.522728204727173 145.79504954814911
leaf_count=4003 60 241 34 56 107 29 56 34 46 15 99
internal_value=0 0.000291806 0.000884221 0.0024622 0.000212638 0.000773468 -0.000606413 0.000667129 0.00137002 -0.00127782 0.00045272
internal_weight=0 1553.55 936.134 279.393 656.74 520.013 617.419 260.147 426.486 108.24 267.73
internal_count=4780 777 431 90 341 234 346 105 174 49 128
is_linear=0
shrinkage=0.06


Tree=475
num_leaves=12
num_cat=0
split_feature=141 115 99 122 26 117 148 145 11 81 100
split_gain=0.0472706 0.128947 0.198032 0.200585 0.173182 0.161255 0.235279 0.206561 0.187232 0.283461 0.354993
threshold=0.0023699469165876512 0.00044738779251929378 0.013439828064292671 0.007706565549597145 0.0010918468469753864 0.0027679565828293566 0.032603342086076743 0.033603202551603324 0.00057154725072905432 0.0013146653072908523 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 8 -7 -3 -10 -11
right_child=-2 2 4 -5 -6 7 -8 -9 9 10 -12
leaf_value=0.00068782585846155931 -0.0001272493090804021 -0.0013956325559162487 0.00065987463815062606 0.0017735344977549419 0.0041759415090092461 -0.00094056136277334719 0.0019414965031373519 0.0019811344807376028 -0.0019955535081946376 0.0018616961039189777 -0.0019715099954489604
leaf_weight=1154.0839505195618 5007.3130902051926 330.81757128238678 432.9588828086853 168.6523699760437 56.98873507976532 1445.8473545312881 218.88695406913757 92.604938268661499 143.66856908798218 396.88834249973297 111.28892529010773
leaf_count=595 2425 201 196 63 19 874 84 43 89 115 76
internal_value=0 0.000139888 -4.61932e-05 -0.000234176 0.00106962 -0.000357815 0.00016302 -0.000764577 -0.000233291 0.000356731 0.00102202
internal_weight=0 4552.69 3398.6 2908.66 489.948 2740 1201.55 1538.45 982.663 651.846 508.177
internal_count=4780 2355 1760 1545 215 1482 565 917 481 280 191
is_linear=0
shrinkage=0.06


Tree=476
num_leaves=12
num_cat=0
split_feature=90 101 76 4 1 7 148 144 93 142 60
split_gain=0.0494679 0.238246 0.0861115 0.182447 0.233323 0.208728 0.2698 0.135496 0.168006 0.152425 0.129865
threshold=0.001792412775103003 0.0026012937305495147 0.0011615398107096555 0.0012745757703669371 0.0098710241727530974 0.0012357163941487672 0.00087947337306104611 0.00096484774257987748 0.0020292587578296666 0.0028552538715302949 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 5 6 -5 8 9 -4 -8
right_child=1 -3 3 4 -6 -7 10 -9 -10 -11 -12
leaf_value=3.4460090471347955e-05 -0.00049497258851718777 0.0029611328775024826 -0.0010683294504466657 0.0013116002102582438 -0.005787045985525683 0.00044371810155338919 -0.0019077448413950531 0.0011381073563182353 0.00072396184316904106 -0.0056909682147005328 -0.005854305874374301
leaf_weight=8362.6367046833038 200.46994936466217 111.75731229782104 92.230228662490845 46.90434730052948 42.1829993724823 167.26125884056091 55.597623944282532 253.0183687210083 126.92370772361755 35.522525787353516 65.494656920433044
leaf_count=4049 124 36 75 18 38 86 42 139 82 32 59
internal_value=0 0.000742643 -2.51083e-05 -0.000587842 -0.00158671 -0.00105665 -0.00254983 0.000154926 -0.000821918 -0.00235713 -0.00404537
internal_weight=0 312.227 9247.77 885.136 377.441 335.258 167.997 507.695 254.676 127.753 121.092
internal_count=4780 160 4620 571 243 205 119 328 189 107 101
is_linear=0
shrinkage=0.06


Tree=477
num_leaves=12
num_cat=0
split_feature=14 24 8 54 101 1 59 123 4 114 73
split_gain=0.0471688 0.177916 0.330019 0.231566 0.265896 0.235887 0.248557 0.277871 0.23041 0.290362 0.203353
threshold=0.00040826165059115743 0.0026012937305495147 0.0095705352723598498 0.00073092587990686308 0.14610802382230761 0.00062670491752214741 0.0019672545604407792 0.00038414125447161501 0.0019672545604407792 0.0014881226234138014 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 -8 9 -1 -5
right_child=-2 -3 -4 10 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0034675069373044996 -8.559640792894919e-05 0.00079529628900125503 -0.0040873179939144993 -0.0013483498385987449 0.0050942690843325845 0.0049859089604749858 -0.0028353550850245181 0.0028216330943712999 0.002100758490840213 0.0034518226765680327 0.00026268588171389251
leaf_weight=115.54188621044159 6769.7483946084976 1113.8541266918182 74.375288367271423 511.85411441326141 53.752175688743591 69.293280720710754 52.361064553260803 77.251188039779663 67.07312285900116 26.829249143600464 628.06579232215881
leaf_count=96 3374 486 67 356 8 22 31 13 20 8 299
internal_value=0 0.000207556 -0.000182983 -1.47649e-06 0.00113136 0.000608594 0.00208788 0.000535886 -0.000796584 -0.00216208 -0.000460766
internal_weight=0 2790.25 1676.4 1602.02 462.102 408.35 198.906 129.612 209.444 142.371 1139.92
internal_count=4780 1406 920 853 198 190 66 44 124 104 655
is_linear=0
shrinkage=0.06


Tree=478
num_leaves=12
num_cat=0
split_feature=34 81 4 4 93 54 69 108 75 46 106
split_gain=0.0515463 0.092445 0.148939 0.146591 0.147514 0.0972207 0.0879082 0.121449 0.0851802 0.0829584 0.0666199
threshold=0.02636832278221846 0.0058306583669036635 0.0019672545604407792 0.0010585968848317864 0.00017767510871635753 0.0014881226234138014 0.00046126570669002836 0.0038949446752667431 0.0054799309000372895 0.0020292587578296666 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 5 4 -3 -2 7 -7 -4 -5 -1
right_child=1 3 8 9 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00012644335747416118 0.0034108939085060884 0.00052681687322051905 -0.0031790014393287061 0.0014955255166423194 -0.0032464341753443218 0.0043369051353635106 -1.3502462916014512e-05 0.00075772437528252715 0.0012012770724132416 -0.00020218636514911031 0.00031130999197027178
leaf_weight=7011.6800239086151 78.173912167549133 63.649208664894104 42.1829993724823 172.16996157169342 89.916393399238586 53.658498287200928 145.98240435123444 93.621339797973633 25.625492811203003 259.95987451076508 1523.3795747756958
leaf_count=3406 30 25 38 50 81 16 83 52 15 121 863
internal_value=0 0.000401997 0.00105989 -9.14903e-05 -0.00168319 0.00153194 0.00103008 0.00206379 -0.00152432 0.000474409 -4.83082e-05
internal_weight=0 1024.94 439.245 585.695 153.566 371.436 293.262 147.28 67.8085 432.13 8535.06
internal_count=4780 511 234 277 106 181 151 68 53 171 4269
is_linear=0
shrinkage=0.06


Tree=479
num_leaves=12
num_cat=0
split_feature=55 25 27 55 88 42 137 45 80 87 74
split_gain=0.0492383 0.0875315 0.164338 0.0973262 0.127108 0.199532 0.19719 0.142609 0.119613 0.109593 0.091514
threshold=0.0048403022810816774 0.072653736919164671 0.0010585968848317864 0.00099512818269431613 0.018276390619575981 0.00093549740267917525 0.0026833302108570938 0.00082683752407319855 0.0036604277556762104 0.0011615398107096555 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 6 -6 8 -7 -5 -9 -1
right_child=-2 2 -4 4 5 7 -8 9 -10 -11 -12
leaf_value=-1.8461750050225018e-05 0.00072443955248215422 -0.0042285279461962795 -0.00031036705556048197 -0.001770839585260294 -0.0025166010466554489 0.0035978913431950121 0.00012622211429624686 -0.0017503933025596657 -0.0050321603700541947 0.0019014637218277123 0.00058665936467121684
leaf_weight=7406.025026679039 326.11027324199677 50.047229290008545 166.52588951587677 129.97291231155396 66.792090654373169 63.836563467979431 149.68735074996948 58.927860736846924 58.83418333530426 59.208892941474915 1024.0314106941223
leaf_count=3834 124 37 53 109 44 9 54 45 53 21 397
internal_value=0 -2.56149e-05 -0.00121734 3.02038e-06 -0.000743752 0.000285889 -0.00150031 0.00131534 -0.00278923 7.99391e-05 5.50507e-05
internal_weight=0 9233.89 216.573 9017.32 587.26 248.765 338.494 181.973 188.807 118.137 8430.06
internal_count=4780 4656 90 4566 335 119 216 75 162 66 4231
is_linear=0
shrinkage=0.06


Tree=480
num_leaves=12
num_cat=0
split_feature=23 51 23 141 19 24 89 83 38 79 129
split_gain=0.0455551 0.17878 0.157381 0.330769 0.182316 0.172581 0.161094 0.241716 0.276281 0.288555 0.190697
threshold=0.0031340263085439806 0.027182282879948619 0.0049928687512874612 0.016668972559273246 0.04673989117145539 0.00073092587990686308 0.013032016810029747 0.0063990866765379914 0.00070876078098081063 0.0016846025246195497 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -2 7 8 9 -4 -11
right_child=2 -3 4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00015348447793390663 -0.0011221477735208767 -0.0036001848360420513 -0.003179370008970579 -0.0034316817500960224 -0.001856184819484403 0.0012186072023223737 -0.0029463380733073361 0.00015225532967937211 -0.0035660612240103039 0.003026503860309566 -0.00051789852148591221
leaf_weight=2111.8712850809097 128.03378665447235 55.503946542739868 92.230228662490845 65.588334321975708 194.73219990730286 986.74306416511536 65.588334321975708 5489.8508152961731 134.41322803497314 86.038142085075378 149.40631854534149
leaf_count=997 83 50 75 51 135 420 51 2698 113 29 78
internal_value=0 -0.000241912 7.08928e-05 0.000705965 -4.9784e-05 0.000949691 8.70246e-06 4.1315e-05 -0.00127646 -0.000336462 0.000778063
internal_weight=0 2167.38 7392.62 1180.37 6212.26 1114.78 6017.53 5951.94 462.088 327.675 235.444
internal_count=4780 1047 3733 554 3179 503 3044 2993 295 182 107
is_linear=0
shrinkage=0.06


Tree=481
num_leaves=12
num_cat=0
split_feature=14 148 65 11 145 15 7 118 144 77 98
split_gain=0.0402667 0.17546 0.1687 0.230418 0.149039 0.148748 0.145028 0.245087 0.201784 0.369963 0.240949
threshold=0.00040826165059115743 0.041476719081401832 0.0035485138650983576 0.0062037324532866487 0.0014427106943912806 0.023343417793512348 0.00073092587990686308 0.00017767510871635753 0.0072436286136507997 0.012636432424187662 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -3 8 -8 9 10 -1
right_child=-2 5 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00073781053965049919 -7.9089661081899767e-05 -0.0036520104588694032 -0.0025614302866191615 0.0026670742659169748 0.0012108295756824174 0.00049330756569706689 0.00039465621620885899 -0.0021845220916101786 0.0033633214237731341 0.0054683943630203704 0.00073524687592090617
leaf_weight=725.56538343429565 6769.7483946084976 76.595446228981018 63.368176460266113 229.34605145454407 92.792293071746826 52.454741954803467 295.48240029811859 240.52646827697754 77.157510638237 46.998024702072144 889.96479249000549
leaf_count=403 3374 69 49 53 27 23 153 152 21 10 446
internal_value=0 0.000191767 0.00029657 0.00145707 -0.000320571 -0.00196799 9.99237e-05 -0.000762905 0.000365796 0.000226487 7.3664e-05
internal_weight=0 2790.25 2661.2 385.507 156.16 129.05 2275.69 536.009 1739.69 1662.53 1615.53
internal_count=4780 1406 1314 129 76 92 1185 305 880 859 849
is_linear=0
shrinkage=0.06


Tree=482
num_leaves=12
num_cat=0
split_feature=112 19 150 91 22 73 141 19 13 83 13
split_gain=0.0476485 0.0483353 0.214818 0.111727 0.096146 0.0723525 0.0590612 0.192419 0.18538 0.150094 0.179399
threshold=0.015923793427646164 0.086341444402933135 0.0013560238294303419 0.0042751494329422721 0.00052132029668428015 0.0017376682371832433 0.0023699469165876512 0.034632634371519096 0.00044738779251929378 0.00040826165059115743 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -4 -3 -1 9 -9 10 -8
right_child=-2 2 4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=0.00011498544351993879 0.00085262258051621153 -0.00050254055256131311 -0.00024262800927288974 0.0039348158001128192 -0.0045354526248063192 0.0025479513452791279 -0.0056425988999769285 -0.0030766230065385285 0.0010305593391604366 -5.5658985091327149e-05 -0.00052220369063135695
leaf_weight=4356.7506371736526 230.16104829311371 64.665610194206238 53.471143484115601 64.946642398834229 28.862052202224731 49.218182563781738 37.836361050605774 150.04801046848297 53.658498287200928 4400.0718152523041 70.309682250022888
leaf_count=2227 175 34 32 10 26 12 26 119 16 2072 31
internal_value=0 -2.10724e-05 0.000783521 0.00195081 -0.00175116 0.000816897 -4.42518e-05 -0.000191486 -0.00199477 -0.000109961 -0.0023172
internal_weight=0 9329.84 261.164 178.83 82.3332 113.884 9068.68 4711.92 203.707 4508.22 108.146
internal_count=4780 4605 114 56 58 46 4491 2264 135 2129 57
is_linear=0
shrinkage=0.06


Tree=483
num_leaves=12
num_cat=0
split_feature=135 29 58 111 80 39 114 117 89 33 15
split_gain=0.0461486 0.278794 0.264055 0.229303 0.373526 0.263949 0.212032 0.17939 0.170175 0.16975 0.150953
threshold=0.0018488886416889729 0.018276390619575981 0.029773407615721229 0.00047558375808876013 0.0098710241727530974 0.00093549740267917525 0.00096484774257987748 0.0012357163941487672 0.00096484774257987748 0.00042089859198313212 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 7 -6 -5 -2 -8 -3 -9
right_child=1 2 -4 6 5 -7 8 10 -10 -11 -12
leaf_value=-7.7923664745882166e-05 -0.0034079793119703777 0.0039784067268568996 0.0053472903752915116 0.0048063320774328977 -0.0089153841800085273 -0.0021214714975008094 -0.0022631224236183216 0.0012929410167901059 0.0018560313113794808 0.000586488828713087 -0.00027002040631306018
leaf_weight=7086.0553122758865 56.614025473594666 59.302570343017578 53.658498287200928 57.082412481307983 24.421736478805542 129.05018818378448 52.26738715171814 275.87568914890289 116.19762802124023 502.43951833248138 1147.0347174406052
leaf_count=3473 51 13 16 11 22 92 39 103 40 202 718
internal_value=0 0.000223068 0.00132985 -0.000143461 -0.00039117 -0.00320768 0.00164937 -9.88154e-05 0.000577452 0.000945215 3.30781e-05
internal_weight=0 2473.94 615.401 1858.54 1633 153.472 225.547 1479.52 168.465 561.742 1422.91
internal_count=4780 1307 231 1076 986 114 90 872 79 215 821
is_linear=0
shrinkage=0.06


Tree=484
num_leaves=12
num_cat=0
split_feature=93 107 51 27 70 80 110 23 94 141 0
split_gain=0.0443892 0.169362 0.0956457 0.0955334 0.093752 0.198301 0.133663 0.109741 0.0963052 0.248364 0.478495
threshold=0.010829726699739696 0.0012357163941487672 0.0013560238294303419 0.012252715881913902 0.023343417793512348 0.0025217677466571335 0.0019071503775194289 0.0031340263085439806 0.0037758676335215573 0.010829726699739696 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 8 6 7 -6 9 -1 -11
right_child=1 3 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-2.1492944035864936e-05 0.0026778696791423138 8.9614196173529e-05 0.00037081336040956596 -0.003167699232938909 -0.0041177338124397675 -0.0044374018110175609 0.0021679034426059832 -0.00032604218821624469 0.00025753569963380069 1.8191650233855718e-05 -0.0034841324835210141
leaf_weight=4409.2194290161133 149.78102815151215 1095.8774092197418 113.88379275798798 33.302367925643921 36.632604718208313 53.283788681030273 55.878656148910522 109.1624448299408 2909.7932037115097 365.05671322345734 228.12824523448944
leaf_count=2153 46 680 46 30 33 48 18 66 1352 151 157
internal_value=0 0.000313031 0.00168191 -6.72422e-06 -5.3422e-05 -0.00118565 -0.000324735 -0.00128092 -1.69233e-05 -0.000176572 -0.0013291
internal_weight=0 1392.84 263.665 1129.18 8167.16 254.957 201.674 145.795 7912.2 5002.4 593.185
internal_count=4780 802 92 710 3978 165 117 99 3813 2461 308
is_linear=0
shrinkage=0.06


Tree=485
num_leaves=12
num_cat=0
split_feature=92 95 97 131 149 71 47 101 59 17 83
split_gain=0.0428632 0.154758 0.202617 0.183533 0.1666 0.29774 0.281256 0.2592 0.223641 0.236589 0.207019
threshold=0.0034400182776153092 0.0042751494329422721 0.00057154725072905432 0.0020292587578296666 0.02129978779703379 0.004017772153019906 0.0005375427135732026 0.0016846025246195497 0.00080172589514404546 0.0033348383149132137 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 8 -7 -6 9 -2 -10
right_child=1 2 3 -5 7 6 -8 -9 10 -11 -12
leaf_value=-0.00010629837380944175 -0.0027255790717518494 0.0012920051303758908 -0.0028956793464632547 0.00034584397568308958 -0.0024110696905598624 -0.0042154207199359261 -0.00054383862552636404 0.0025787746349436964 0.0019337060522417722 0.0017661372504757505 3.1284964824771936e-05
leaf_weight=5624.8120578527451 129.05018818378448 766.65235376358032 84.553353548049927 244.41876947879791 47.733394026756287 78.909281492233276 1523.3795747756958 173.18636310100555 427.23518323898315 62.63280713558197 397.43635702133179
leaf_count=2860 92 343 60 107 43 63 863 59 110 16 164
internal_value=0 0.000151857 0.000757567 -0.000487928 -8.18704e-05 -0.000215379 -0.000724908 0.00150003 0.00058789 -0.00125775 0.00101698
internal_weight=0 3935.19 1095.62 328.972 2839.56 2618.64 1602.29 220.92 1016.35 191.683 824.672
internal_count=4780 1920 510 167 1410 1308 926 102 382 108 274
is_linear=0
shrinkage=0.06


Tree=486
num_leaves=12
num_cat=0
split_feature=34 24 109 129 115 93 136 31 18 71 70
split_gain=0.0475549 0.0800567 0.0910771 0.0880092 0.0685878 0.0789505 0.101312 0.0807469 0.0769424 0.0731118 0.0801252
threshold=0.02636832278221846 0.011519505176693203 0.054214311763644225 0.0018488886416889729 0.0033348383149132137 0.00082683752407319855 0.0036604277556762104 0.00039601318712811922 0.0010585968848317864 0.045367386192083366 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 8 7 -7 9 10 -2
right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-4.6409053889748962e-05 -0.0014725872018089333 -0.0033692456873095225 -0.0013486298236924854 0.00060327207848613954 -0.0001728229539766568 -0.0011775337034799769 0.002939041355855493 0.00087013805857018419 0.0032038319629391298 0.0026848988110584225 0.0014437807927144021
leaf_weight=8535.0595986843109 54.487545013427734 41.072920441627502 83.630629420280457 39.133794784545898 226.18911957740784 124.51619505882263 48.108103632926941 156.16046953201294 90.572135210037231 71.607115983963013 89.462056279182434
leaf_count=4269 41 37 43 11 131 96 11 76 25 16 24
internal_value=0 0.000386111 0.000540658 -0.00143267 0.000724282 0.00104385 0.000398054 -3.83635e-05 0.00173709 0.0011196 0.000339626
internal_weight=0 1024.94 944.733 80.2067 861.103 634.914 328.785 280.677 306.129 215.557 143.95
internal_count=4780 511 463 48 420 289 183 172 106 81 65
is_linear=0
shrinkage=0.06


Tree=487
num_leaves=12
num_cat=0
split_feature=12 79 73 144 40 122 0 81 64 67 96
split_gain=0.0426094 0.0895828 0.166905 0.161136 0.175857 0.11401 0.102168 0.147144 0.0843713 0.106405 0.205694
threshold=0.024810968898236755 0.010500331409275534 0.010829726699739696 0.0053125319536775359 0.022641776129603389 0.0005893622583243997 0.0023699469165876512 0.0048403022810816774 0.0016846025246195497 0.0044099434744566688 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -3 5 -5 -4 -8 9 -1 -11
right_child=1 3 6 4 -6 -7 7 -9 -10 10 -12
leaf_value=-7.0775957785499606e-05 0.0024576462133907742 -0.0041187151041740602 0.00095432090212195877 -0.0023080329181937535 0.0034346497154099471 0.0015259067418441888 0.0002254690977986495 -0.0036514262636650244 -0.0018621688971742884 -0.00019901626576788266 0.0022538179289308628
leaf_weight=8192.284091591835 160.05277073383331 38.852762579917908 241.55691969394684 81.129439353942871 43.667787909507751 42.464031577110291 112.77371382713318 51.157308220863342 90.197425603866577 294.55967617034912 211.30375635623932
leaf_count=4227 31 35 64 65 7 14 45 38 57 136 61
internal_value=0 0.000427421 0.000817665 -0.000643214 0.000166081 -0.000990606 0.00016989 -0.000985867 -3.75663e-05 -1.86245e-05 0.000825798
internal_weight=0 771.655 565.541 206.114 167.261 123.593 405.488 163.931 8788.34 8698.15 505.863
internal_count=4780 299 178 121 86 79 147 83 4481 4424 197
is_linear=0
shrinkage=0.06


Tree=488
num_leaves=12
num_cat=0
split_feature=110 78 76 112 100 136 148 52 53 5 118
split_gain=0.0411581 0.0949961 0.103464 0.103425 0.146559 0.101879 0.0889046 0.078054 0.0726487 0.075466 0.0538426
threshold=0.024066280573606495 0.037906534969806678 0.00017767510871635753 0.0033348383149132137 0.0049928687512874612 0.00057154725072905432 0.013032016810029747 0.0033348383149132137 0.12945349514484408 0.0014881226234138014 0.048151826485991485
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 6 8 -2 -7 9 -4 -1
right_child=1 -3 5 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=2.0746740468540302e-06 -0.0056300116717936484 0.0036215111215739892 -0.00043850875834704878 0.00091111705660065301 0.00048066769404558234 0.0012346600302244393 -0.0010433147599639837 -0.0027979784822008218 0.0038383903303365096 0.0028576921613889133 -0.00073630830675377155
leaf_weight=8730.3538630008698 37.74268364906311 33.583400130271912 53.377466082572937 85.757109880447388 53.471143484115601 35.709880590438843 25.531815409660339 33.302367925643921 53.752175688743591 46.90434730052948 370.51343047618866
leaf_count=4356 34 6 40 53 32 16 23 30 8 18 164
internal_value=0 0.000554179 0.000311318 -0.000670381 -0.00183188 0.0012025 -0.00378381 -0.000712552 0.00206041 0.00110452 -2.7994e-05
internal_weight=0 459.132 425.549 202.503 116.746 223.046 63.2745 69.0122 154.034 100.282 9100.87
internal_count=4780 260 254 142 89 112 57 46 66 58 4520
is_linear=0
shrinkage=0.06


Tree=489
num_leaves=12
num_cat=0
split_feature=112 71 40 147 47 63 82 29 53 50 21
split_gain=0.0470761 0.0711177 0.14991 0.100869 0.0998319 0.0899851 0.0896444 0.075491 0.0700369 0.210638 0.203654
threshold=0.0033348383149132137 0.0068083447404205808 0.00080172589514404546 0.0038949446752667431 0.0017376682371832433 0.00099512818269431613 0.002945306478068233 0.015675474889576439 0.0081988852471113222 0.0016846025246195497 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 -3 6 -6 -8 -1 10 -10
right_child=1 3 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=6.581859618004725e-05 0.00096097007431299305 -0.0019816568567231707 -0.0018183042564062428 0.001868973628395051 0.00015211390404212612 -0.00021295687092414502 0.0014575088322521326 0.0046624753358558771 -0.0027287452411844074 6.9405265349960707e-06 -0.00047356494094560425
leaf_weight=6031.8925154209137 140.43200969696045 62.258097529411316 138.85354375839233 195.57529652118683 99.17173445224762 242.8403035402298 73.546241641044617 41.353952646255493 220.35769271850586 1897.0499371290207 416.66835856437683
leaf_count=2871 78 48 117 63 57 146 42 13 150 949 246
internal_value=0 0.000390803 -0.000420969 0.000708017 0.0002704 0.000577628 0.00147414 0.00261407 -4.53832e-05 -0.00031007 -0.00125397
internal_weight=0 994.031 279.286 714.746 519.17 456.912 214.072 114.9 8565.97 2534.08 637.026
internal_count=4780 564 195 369 306 258 112 55 4216 1345 396
is_linear=0
shrinkage=0.06


Tree=490
num_leaves=12
num_cat=0
split_feature=16 106 38 123 80 46 0 53 142 45 109
split_gain=0.0424159 0.049803 0.170867 0.198402 0.270143 0.226755 0.239024 0.227781 0.2434 0.199641 0.269697
threshold=0.012086483649909498 0.0019071503775194289 0.00070876078098081063 0.00038414125447161501 0.01884530205279589 0.0095705352723598498 0.011519505176693203 0.0048403022810816774 0.0049928687512874612 0.0035485138650983576 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 7 8 -5 10 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00061895340112634015 0.0015982809844788178 0.00010654765506679582 -0.00089179881731151584 -2.4231779984582363e-05 0.0034419759177781264 0.0011996681680904553 -0.0040766345263627789 0.0028058890016520446 -0.003830178577861536 0.00068466047907386437 -0.0057620071512288493
leaf_weight=1224.3936327695847 59.302570343017578 5523.6730979681015 914.02586925029755 436.57015180587769 109.72450923919678 578.9553370475769 58.83418333530426 84.834385752677917 70.122327446937561 461.82093501091003 37.74268364906311
leaf_count=626 13 2971 403 175 18 182 53 36 47 222 34
internal_value=0 -1.00161e-05 -0.00017191 4.29337e-05 0.000590831 0.000336088 -0.000432742 -6.96873e-05 -0.000551597 -0.000382641 -0.000773195
internal_weight=0 9500.7 3977.02 3063 1339.04 1229.32 650.361 591.527 506.692 1723.96 1262.14
internal_count=4780 4767 1796 1393 511 493 311 258 222 882 660
is_linear=0
shrinkage=0.06


Tree=491
num_leaves=12
num_cat=0
split_feature=34 117 108 39 86 87 92 38 51 133 130
split_gain=0.0422516 0.0734251 0.150007 0.0703522 0.307362 0.267365 0.259913 0.21688 0.20392 0.246381 0.199859
threshold=0.02636832278221846 0.0012357163941487672 0.00073092587990686308 0.0014881226234138014 0.00037263428384903824 0.0026833302108570938 0.0049928687512874612 0.0022272822679951791 0.00043393640953581786 0.010829726699739696 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 -7 9 10 -5
right_child=1 2 -4 8 -6 6 -8 -9 -10 -11 -12
leaf_value=5.2103449797333086e-05 -0.001986739190407484 0.0031155243968058774 0.00026488382199334328 -0.0034340717034531494 0.0010434309248138248 -0.0040174435280314804 2.4846513135535398e-05 0.00077763373055781987 -9.2258762274911537e-05 0.0011284243403186299 0.00072214264677041408
leaf_weight=2703.6510825157166 45.606913566589355 71.607115983963013 907.72605538368225 200.18891716003418 1010.8978183269501 168.82567489147186 185.209876537323 42.464031577110291 4084.1255573034286 87.148221015930176 52.54841935634613
leaf_count=1425 33 16 462 148 369 144 86 14 2038 30 15
internal_value=0 0.000363953 0.000473614 -4.37372e-05 0.000134959 -0.0001613 -0.0016161 -0.00305384 -0.000209791 -0.00162164 -0.00256998
internal_weight=0 1024.94 979.333 8535.06 4111.05 3100.15 396.5 211.29 4424.01 339.886 252.737
internal_count=4780 511 478 4269 2038 1669 244 158 2231 193 163
is_linear=0
shrinkage=0.06


Tree=492
num_leaves=12
num_cat=0
split_feature=112 117 108 105 114 55 38 61 0 31 123
split_gain=0.042777 0.0481803 0.20588 0.174516 0.16132 0.143386 0.191096 0.298007 0.45443 0.418404 0.291252
threshold=0.015923793427646164 0.0023699469165876512 0.044033329933881767 0.013860232196748258 0.0011261500185355546 0.000490355829242617 0.00044738779251929378 0.00017767510871635753 0.011519505176693203 0.00044738779251929378 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 9 10 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0058680893543098314 0.0008078644227790927 -0.00011292050014857514 -0.0035520506569134964 -0.0045841104601457945 -0.00034559619169293793 -0.00033060541093067402 0.0014849885554372754 0.00076098333926664626 0.0020578276881983077 0.0004617603176897774 0.00051852533584394362
leaf_weight=124.3288402557373 230.16104829311371 6369.3424605131149 52.173709750175476 48.937150359153748 94.918773531913757 788.94760978221893 633.5365594625473 983.03811776638031 105.09683871269226 97.138931393623352 32.379643797874451
leaf_count=112 175 3272 47 36 37 355 215 449 30 39 13
internal_value=0 -1.99635e-05 0.000180025 0.000247097 -0.00178964 0.000353144 0.000626211 0.000220711 -0.00125873 -0.00263211 -0.00454898
internal_weight=0 9329.84 2960.5 2908.32 143.856 2764.47 1975.52 1341.98 358.944 253.847 156.708
internal_count=4780 4605 1333 1286 73 1213 858 643 194 164 125
is_linear=0
shrinkage=0.06


Tree=493
num_leaves=12
num_cat=0
split_feature=102 11 108 115 93 65 61 59 101 118 31
split_gain=0.0417839 0.306417 0.262743 0.332981 0.186518 0.215492 0.342568 0.177753 0.190368 0.487471 0.1647
threshold=0.00052132029668428015 0.00747153488919139 0.00093549740267917525 0.0028552538715302949 0.000490355829242617 0.0022272822679951791 0.00087947337306104611 0.023343417793512348 0.05109804309904576 0.0054799309000372895 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -4 6 10 8 -1 -10 -6
right_child=-2 2 4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=2.4847708706604498e-05 -7.5931296148978484e-05 -0.0051099270206012536 0.0032933471378445347 0.0013478281913405514 0.0023746086948987395 0.0034755040389733566 -0.0038578875350192806 -0.0037629369498512854 -0.0066124175564315733 0.0034412345846390377 -0.00085409496204355258
leaf_weight=1718.9548712968826 6997.7829624414444 48.937150359153748 194.74624979496002 69.386958122253418 159.95909333229065 98.436365127563477 58.927860736846924 49.030827760696411 48.843472957611084 26.829249143600464 88.16462254524231
leaf_count=926 3539 36 38 14 39 24 45 28 44 8 39
internal_value=0 0.000207266 0.00125819 -0.00132507 0.00176756 0.00103413 0.000250588 -0.000202373 -0.000104891 -0.00304813 0.00122749
internal_weight=0 2562.22 718.558 118.324 600.234 405.488 307.052 1843.66 1794.63 75.6727 248.124
internal_count=4780 1241 235 50 185 147 123 1006 978 52 78
is_linear=0
shrinkage=0.06


Tree=494
num_leaves=12
num_cat=0
split_feature=6 114 39 1 90 15 106 44 80 128 149
split_gain=0.0425598 0.119206 0.0826241 0.0778959 0.115686 0.096461 0.0778134 0.0734896 0.182357 0.171609 0.196554
threshold=0.00068727668258361529 0.0028552538715302949 0.0035485138650983576 0.0027679565828293566 0.00017767510871635753 0.028020657598972324 0.0030382014811038975 0.001792412775103003 0.01884530205279589 0.0058306583669036635 0.02129978779703379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 -6 -4 8 9 10 -1
right_child=1 2 6 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00087202365637146628 -0.0016460451829604452 0.001731782989649945 0.00080813047966601058 -0.0017662197707526582 -0.0012659664737536629 0.0021242109054256469 0.0032717951385330918 0.00010612244626903924 0.0010234427345306031 0.00025896805792403524 0.0010738894798462688
leaf_weight=1984.6384453773499 84.553353548049927 167.72964584827423 117.4013843536377 57.91145920753479 131.36402344703674 39.133794784545898 76.047431707382202 5327.2968544960022 365.43142282962799 1002.2841691970825 206.20769882202148
leaf_count=1133 60 46 33 36 86 11 20 2689 119 434 113
internal_value=0 0.00045955 0.000761743 0.000265232 0.000613478 -0.000487041 0.00177782 -3.49028e-05 -0.00024602 -0.000391328 -0.000688829
internal_weight=0 674.141 589.588 396.139 338.227 170.498 193.449 8885.86 3558.56 3193.13 2190.85
internal_count=4780 292 232 179 143 97 53 4488 1799 1680 1246
is_linear=0
shrinkage=0.06


Tree=495
num_leaves=12
num_cat=0
split_feature=63 100 12 125 53 102 101 105 148 53 8
split_gain=0.0451944 0.110019 0.116264 0.196455 0.221374 0.171916 0.229265 0.185024 0.16316 0.206582 0.215734
threshold=0.00042089859198313212 0.0058306583669036635 0.0019071503775194289 0.0041444667149335155 0.00017767510871635753 0.00017767510871635753 0.00064626874518580746 0.00052132029668428015 0.0079489401541650313 0.00070876078098081063 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -7 9 -6 -11
right_child=-2 -3 -4 5 8 7 -8 -9 -10 10 -12
leaf_value=-0.0029136666946238342 -6.6061240067502014e-05 -0.001104386205616954 -0.00021073597425453266 0.00093138028188635583 0.0029950769172268901 0.0019210370641204446 0.0052727586258790992 -0.0033630781872865932 0.002816216714015521 0.00037736887461675337 -0.0027527259609989524
leaf_weight=70.028650045394897 7610.1343448162079 192.32468724250793 675.61183154582977 80.394070029258728 84.928063154220581 77.157510638237 96.216207265853882 34.412446856498718 103.8930823802948 438.2282452583313 96.670544385910034
leaf_count=55 3743 149 358 32 28 21 22 31 37 225 79
internal_value=0 0.000257692 0.000406797 0.000792399 0.000305133 0.00213393 0.00329818 0.000289661 0.000616951 0.000247923 -0.000188732
internal_weight=0 1949.87 1757.54 1081.93 793.749 288.18 176.61 111.57 723.72 619.827 534.899
internal_count=4780 1037 888 530 424 106 54 52 369 332 304
is_linear=0
shrinkage=0.06


Tree=496
num_leaves=12
num_cat=0
split_feature=120 58 140 59 9 71 93 117 19 149 62
split_gain=0.0413634 0.172941 0.149946 0.109299 0.10701 0.104184 0.204352 0.172703 0.15452 0.11162 0.13626
threshold=0.00040826165059115743 0.0095705352723598498 0.013860232196748258 0.048151826485991485 0.0011261500185355546 0.010829726699739696 0.0020292587578296666 0.012636432424187662 0.002945306478068233 0.0026012937305495147 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 5 -3 9 -7 -8 -9 10 -2
right_child=1 2 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=-5.6800919644186851e-05 0.00059638557625721952 -0.0018309435985254918 -0.003975098648360896 0.0031116211341951049 0.00088423406519113994 -0.0029837242932837745 -0.0021981504024743692 0.0032410974882988953 -0.00065031558692925395 0.0016050829115933341 -0.0019766757217081418
leaf_weight=7920.6894631385803 593.84070026874542 99.907103776931763 53.283788681030273 57.082412481307983 109.34979963302612 87.789912939071655 62.164420127868652 85.021740555763245 64.571932792663574 341.74505567550659 84.553353548049927
leaf_count=3950 252 90 48 11 50 71 56 20 42 130 60
internal_value=0 0.000274304 -0.00113666 0.000543428 -0.000412349 0.000432115 -0.000551564 0.000457684 0.00156206 0.000720983 0.000275442
internal_weight=0 1639.31 262.541 1376.77 209.257 1319.69 299.548 211.758 149.594 1020.14 678.394
internal_count=4780 830 188 642 140 631 189 118 62 442 312
is_linear=0
shrinkage=0.06


Tree=497
num_leaves=12
num_cat=0
split_feature=59 86 142 80 8 61 116 54 87 81 99
split_gain=0.0413656 0.152073 0.366666 0.251432 0.193045 0.157702 0.238851 0.306445 0.198786 0.247822 0.265887
threshold=0.0030382014811038975 0.00017767510871635753 0.0037758676335215573 0.0025217677466571335 0.0031340263085439806 0.0048403022810816774 0.0016846025246195497 0.035692447796463973 0.0026833302108570938 0.011880517937242987 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 8 -8 9 -1 -11
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-5.2646042423158713e-05 -0.00011571002805009719 0.0002043946208143071 0.0058566384698737874 -0.00039103917309476355 0.0020182194774560668 0.00056065375274906202 -0.0018184328341344013 0.0023127908502000756 -0.0019402573392511362 0.0044609095059092094 -0.00036851378434795209
leaf_weight=912.52703082561493 5142.0214003324509 1456.7888888120651 87.335575819015503 71.419761180877686 102.78300344944 799.58001208305359 588.35588324069977 72.529840111732483 157.91224038600922 98.436365127563477 70.309682250022888
leaf_count=531 2417 706 14 32 36 405 433 33 118 24 31
internal_value=0 0.000134622 0.000575836 0.00264392 0.00378364 -0.000146222 -0.0004437 -0.00136476 4.75954e-05 0.00033806 0.00244966
internal_weight=0 4417.98 1718.33 261.538 190.119 2699.65 1900.07 660.886 1239.19 1081.27 168.746
internal_count=4780 2363 788 82 50 1575 1170 466 704 586 55
is_linear=0
shrinkage=0.06


Tree=498
num_leaves=12
num_cat=0
split_feature=34 91 27 81 140 65 83 61 4 100 50
split_gain=0.0406714 0.0662629 0.0908007 0.101453 0.0757981 0.0849221 0.0679303 0.0874641 0.0780679 0.0623982 0.207625
threshold=0.02636832278221846 0.0011261500185355546 0.0013560238294303419 0.0058306583669036635 0.0012357163941487672 0.0051502294372767219 0.030689206905663017 0.012636432424187662 0.001792412775103003 0.00017767510871635753 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 -3 6 -6 8 -8 -1 -11
right_child=1 4 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=0.00022660668776304787 0.00089418177556994157 -0.0023573010644697156 0.0021290081143774259 -0.0027391484252035233 0.00025244627185291055 0.001835633773794655 -0.0011862913376570112 0.00057094607666136759 -0.0053664752623129378 -0.00054479064685108438 0.0001545726156903779
leaf_weight=2269.9989800453186 123.78082573413849 44.496834635734558 153.01758754253387 35.522525787353516 452.84662616252899 97.232608795166016 43.386755704879761 49.124505162239075 25.531815409660339 2643.786447763443 3621.2741708755493
leaf_count=905 63 32 57 32 222 31 31 20 23 1460 1904
internal_value=0 0.000357091 0.00108567 8.27874e-05 3.76693e-05 0.000197503 -8.17725e-05 -0.00136306 -0.00274043 -4.29025e-05 -0.000140555
internal_weight=0 1024.94 312.321 159.303 712.619 668.122 570.89 118.043 68.9186 8535.06 6265.06
internal_count=4780 511 152 95 359 327 296 74 54 4269 3364
is_linear=0
shrinkage=0.06


Tree=499
num_leaves=12
num_cat=0
split_feature=20 57 98 32 126 52 87 15 128 8 99
split_gain=0.042875 0.134118 0.200809 0.158729 0.144239 0.19237 0.144607 0.133132 0.144351 0.125078 0.138464
threshold=0.0042751494329422721 0.00075379351619631063 0.02636832278221846 0.0015833032084628942 0.00039601318712811922 0.0046923852059990176 0.0017376682371832433 0.0022975050378590827 0.00046126570669002836 0.0018488886416889729 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 -5 -6 -7 -9 10 -2
right_child=1 -3 -4 4 6 7 -8 8 -10 -11 -12
leaf_value=-5.3298276469290356e-05 0.00074946798715665142 0.001613923651947473 0.0021830441963203986 -0.0025857843492603175 0.00305040601348768 0.003077692863859084 -0.00051823255446735905 0.0015032003807270398 -0.00362895979166561 -0.0015752796040006238 -0.0027008276661849889
leaf_weight=8130.5084309577942 228.59663224220276 234.70909130573273 139.60296297073364 85.663432478904724 127.39209473133087 62.726484537124634 60.131617069244385 48.108103632926941 33.302367925643921 358.1011575460434 51.157308220863342
leaf_count=4042 117 74 53 61 42 8 38 11 30 266 38
internal_value=0 0.000303004 4.53673e-05 -0.000237633 0.00067206 -0.0003356 0.00190642 0.00100259 -0.000598075 -0.000832822 0.000117789
internal_weight=0 1429.49 1194.78 1055.18 417.324 229.8 187.524 144.137 81.4105 637.855 279.754
internal_count=4780 738 664 611 190 110 80 49 41 421 155
is_linear=0
shrinkage=0.06


Tree=500
num_leaves=12
num_cat=0
split_feature=93 53 33 148 54 110 62 8 142 112 141
split_gain=0.0393495 0.108166 0.166301 0.194952 0.122042 0.120493 0.104996 0.116858 0.143145 0.0813854 0.0804832
threshold=0.010829726699739696 0.00017767510871635753 0.00244467705488205 0.017188700847327713 0.0014881226234138014 0.011519505176693203 0.0011980500421486797 0.012252715881913902 0.013439828064292671 0.0048403022810816774 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 9 7 8 -6 -4 -8
right_child=1 2 4 -5 6 -7 10 -9 -10 -11 -12
leaf_value=-5.0287330983803321e-05 0.0018504251770410376 0.00044641901425388522 -0.0037326106270104196 0.0036863022419217069 -0.00069861343926280316 0.00070581395870445698 -0.00076791430812474747 0.0021271578024705208 -0.0047699547505363673 -0.00090175893669029684 0.0013337783379818256
leaf_weight=8167.1550855636597 144.1369560956955 347.37507784366608 86.586156606674194 82.707905292510986 202.69010722637177 56.801380276679993 90.01007080078125 41.353952646255493 36.632604718208313 63.368176460266113 241.18221008777618
leaf_count=3978 49 224 78 26 126 35 73 13 33 49 96
internal_value=0 0.000294737 0.000115031 0.00107018 -0.000386848 -0.00164674 3.9078e-05 -0.000814547 -0.00132354 -0.00253774 0.00076253
internal_weight=0 1392.84 1248.71 430.083 818.625 206.756 611.869 280.677 239.323 149.954 331.192
internal_count=4780 802 753 250 503 162 341 172 159 127 169
is_linear=0
shrinkage=0.06


Tree=501
num_leaves=12
num_cat=0
split_feature=37 86 37 127 105 5 0 102 67 4 18
split_gain=0.0445051 0.181494 0.1144 0.317068 0.0936809 0.0652817 0.0610173 0.182955 0.204006 0.175318 0.190061
threshold=0.11766931414604188 0.00066645268816500913 0.02129978779703379 0.0025217677466571335 0.00099512818269431613 0.00066645268816500913 0.0034400182776153092 0.00082683752407319855 0.00040826165059115743 0.0021592099219560628 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 -2 -4 7 8 9 10 -1
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00076623326716640169 0.0007244973842259997 0.0033131855928567613 -0.0021269309633946752 0.0013366510748325116 -0.0031551318343848475 -0.0048124982822208388 -0.00014142625486864661 -0.00020535768054022769 0.0015424467359709433 0.0010806894786108542 0.00082227344051669386
leaf_weight=751.55153596401215 60.318971872329712 69.293280720710754 84.459676146507263 94.918773531913757 35.522525787353516 53.283788681030273 4499.6838369369507 2344.8941831588745 560.91304194927216 581.08181750774384 424.07825136184692
leaf_count=483 22 22 68 37 32 48 2283 1215 190 192 188
internal_value=0 0.000976141 -1.71842e-05 -0.00133078 -0.000715231 -0.00316854 1.6187e-05 0.000168295 0.000546338 0.000228213 -0.000193199
internal_weight=0 165.135 9394.86 232.662 95.8415 137.743 9162.2 4662.52 2317.62 1756.71 1175.63
internal_count=4780 76 4704 153 54 116 4551 2268 1053 863 671
is_linear=0
shrinkage=0.06


Tree=502
num_leaves=12
num_cat=0
split_feature=63 92 92 39 136 17 71 148 44 131 96
split_gain=0.0409942 0.153571 0.256846 0.207837 0.178293 0.195345 0.149041 0.169998 0.280324 0.227205 0.218676
threshold=0.00042089859198313212 0.0014427106943912806 0.0041444667149335155 0.0021592099219560628 0.00017767510871635753 0.0018488886416889729 0.045367386192083366 0.00017767510871635753 0.0060143163427710542 0.0020292587578296666 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 10 9 -9 -1
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.0012351905025651852 -6.2908234664620175e-05 -0.003598951069569829 0.00018955884089442692 0.00099985798450075982 0.0023923324156000223 -0.0033730063684473928 -0.0017457165152091282 -0.0011418660992966315 0.0029220880610228805 0.0019363649187999256 0.0057076536499343546
leaf_weight=195.29426431655884 7610.1343448162079 133.20947170257568 616.30926120281219 48.108103632926941 185.39723134040833 47.82707142829895 91.120149731636047 355.61401736736298 113.88379275798798 113.88379275798798 49.218182563781738
leaf_count=87 3743 120 345 11 70 35 74 191 46 46 12
internal_value=0 0.000245434 -0.00039453 -0.00237889 0.00068844 0.000361495 0.000556191 0.000809725 0.000252976 -0.000394941 0.00213742
internal_weight=0 1949.87 797.627 181.318 1152.24 966.841 919.014 827.894 583.382 469.498 244.512
internal_count=4780 1037 476 131 561 491 456 382 283 237 99
is_linear=0
shrinkage=0.06


Tree=503
num_leaves=12
num_cat=0
split_feature=11 33 83 49 79 117 25 86 24 20 71
split_gain=0.0431163 0.141889 0.322118 0.234382 0.282004 0.371117 0.256128 0.202968 0.202698 0.33631 0.253643
threshold=0.0014427106943912806 0.00077738583786413084 0.057509137317538268 0.00017767510871635753 0.0013146653072908523 0.0084566329605877417 0.011519505176693203 0.00040826165059115743 0.0035485138650983576 0.00055427959887310873 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -5 -2 9 10 -6
right_child=1 -3 -4 6 8 -7 -8 -9 -10 -11 -12
leaf_value=0.000162827168692721 -0.0010309405353333915 5.8275721781296298e-05 0.0013269793644129755 -0.0021057266270802641 -0.0084452428925086455 -0.0038629330754564339 0.0014600121964389002 0.0018567438757881207 -0.0064515146126663016 -0.000706735110113707 -0.0019917017636504938
leaf_weight=3630.5295119285583 208.52153408527374 4597.38483273983 243.58972275257111 109.06876742839813 45.513236165046692 105.55117583274841 215.93142688274384 150.98478448390961 53.283788681030273 157.27054846286774 42.370354175567627
leaf_count=1880 107 2274 82 74 41 87 49 39 48 77 22
internal_value=0 -9.97173e-05 -0.000644957 -0.00108633 -0.0016607 -0.000736684 0.000263085 0.000182003 -0.00309987 -0.00236906 -0.00533967
internal_weight=0 5929.47 1332.09 1088.5 763.495 465.057 325 359.506 298.438 245.154 87.8836
internal_count=4780 2900 626 544 421 233 123 146 188 140 63
is_linear=0
shrinkage=0.06


Tree=504
num_leaves=12
num_cat=0
split_feature=94 98 10 142 98 30 106 109 146 67 94
split_gain=0.0445662 0.0771937 0.0869691 0.0566959 0.0452146 0.0667354 0.130501 0.116012 0.141802 0.0815537 0.0817764
threshold=0.055838862434029586 0.0022975050378590827 0.0011615398107096555 0.00244467705488205 0.049604203552007682 0.00057154725072905432 0.032603342086076743 0.013032016810029747 0.0079489401541650313 0.00073092587990686308 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 7 -6 -9 10 -7
right_child=1 3 -4 -5 5 9 -8 8 -10 -11 -12
leaf_value=-5.9198785547424931e-05 -0.00013525774550541606 0.00067043724794532927 0.0025400810359215982 -0.0026238657165863839 0.00014909015190509649 0.00066659100502854704 0.003117294672315462 -0.0052168832216290973 0.00047059324953838442 -0.00050678792150990362 0.003548261478036629
leaf_weight=8606.1046502590179 73.733596444129944 41.26027524471283 107.41067397594452 34.412446856498718 386.78990483283997 69.199603319168091 45.794268369674683 34.412446856498718 29.049407005310059 59.115215539932251 72.71719491481781
leaf_count=4333 26 21 24 31 211 30 17 31 10 29 17
internal_value=0 0.000779523 0.00145163 -0.000829145 -2.15515e-05 0.000443182 6.93698e-05 -0.000241252 -0.00261682 0.00136507 0.0021446
internal_weight=0 256.817 181.144 75.6727 9303.18 697.078 496.046 450.252 63.4619 201.032 141.917
internal_count=4780 102 50 52 4678 345 269 252 41 76 47
is_linear=0
shrinkage=0.06


Tree=505
num_leaves=12
num_cat=0
split_feature=127 127 47 92 59 143 71 3 25 33 76
split_gain=0.0416306 0.181189 0.218973 0.195208 0.169648 0.159913 0.151688 0.327358 0.311709 0.210457 0.207302
threshold=0.00044738779251929378 0.00017767510871635753 0.011519505176693203 0.017188700847327713 0.0038949446752667431 0.022641776129603389 0.001792412775103003 0.00096484774257987748 0.0045489775948226461 0.0015349716995842757 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 9 -2 -8
right_child=6 2 -4 -5 5 -7 10 -9 -10 -11 -12
leaf_value=4.4929575006830444e-06 0.0010657460892975954 0.0037085097576454846 -0.0018475581305336312 -0.0011785951421665504 -0.0012992783353285282 0.0027180406026033996 -0.00060181041174353135 -0.00054174438229017004 -0.0013876143681979909 0.0044469746951692844 0.00050821460503322079
leaf_weight=5122.1055572032928 119.52786481380463 172.16996157169342 69.012248516082764 64.665610194206238 64.571932792663574 79.471345901489258 2434.7168991565704 401.78299534320831 76.970155835151672 148.85830402374268 806.14680826663971
leaf_count=2585 43 50 46 34 42 15 1304 176 37 29 419
internal_value=0 0.000105904 0.00126024 0.00182368 0.00243782 0.000917499 -0.000148017 0.000622619 0.00197699 0.00294208 -0.000325691
internal_weight=0 5572 449.891 380.879 316.213 144.043 3988 747.139 345.356 268.386 3240.86
internal_count=4780 2772 187 141 107 57 2008 285 109 72 1723
is_linear=0
shrinkage=0.06


Tree=506
num_leaves=12
num_cat=0
split_feature=92 11 31 68 95 47 130 121 60 14 44
split_gain=0.0446209 0.161773 0.205131 0.146677 0.188768 0.210463 0.138924 0.21321 0.144088 0.119891 0.200846
threshold=0.0034400182776153092 0.020658296532928947 0.0081988852471113222 0.0010263677686452868 0.011169348377734424 0.0017376682371832433 0.0013560238294303419 0.00039601318712811922 0.079227816313505187 0.00040826165059115743 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 -5 8 -8 9 10 -2
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00010843793379972818 -0.0018459541270512087 0.00086640763871631435 -0.0048928425746800298 5.4122525754233106e-05 0.0013908374818869728 -0.0041310345452502915 -0.0046974877267659731 0.00043983425330659668 0.0025031561907137836 9.1299719129104865e-05 0.0012903365969222009
leaf_weight=5624.8120578527451 82.333195686340332 166.7132443189621 42.1829993724823 72.71719491481781 62.539129734039307 106.66125476360321 50.047229290008545 69.199603319168091 109.63083183765411 2493.5651323795319 679.59781014919281
leaf_count=2860 58 37 38 17 24 88 37 30 26 1260 305
internal_value=0 0.000154957 -0.000914428 -0.00050264 -0.00144606 -0.00243535 0.000293338 -0.0017184 0.000364675 0.000292586 0.000951236
internal_weight=0 3935.19 450.814 408.631 241.918 179.378 3484.37 119.247 3365.13 3255.5 761.931
internal_count=4780 1920 204 166 129 105 1716 67 1649 1623 363
is_linear=0
shrinkage=0.06


Tree=507
num_leaves=12
num_cat=0
split_feature=52 27 100 23 2 143 10 81 133 21 94
split_gain=0.0422643 0.177478 0.138233 0.19376 0.200352 0.180959 0.172376 0.222608 0.192696 0.269696 0.190119
threshold=0.0060143163427710542 0.037906534969806678 0.0021592099219560628 0.0031340263085439806 0.0016331639490090313 0.028020657598972324 0.037906534969806678 0.0015833032084628942 0.00080172589514404546 0.0079489401541650313 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 8 -8 -5 10 -10
right_child=-2 -3 5 4 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00024908162944582826 -0.00018172186104301451 -0.0031847203588962884 -0.00012025132360392126 0.0020076680619394278 -0.001445290037100089 -0.003072620108201426 -0.0003755139129125129 0.0045262152999849823 -8.3943821305730801e-05 0.0049648765482780306 0.0013184320645338175
leaf_weight=1237.0728880167007 3109.4481562376022 59.021538138389587 2679.5619059801102 330.73794376850128 150.2353652715683 76.782801032066345 51.344663023948669 95.012450933456421 1241.4195263385773 45.887945771217346 483.47449910640717
leaf_count=597 1354 37 1662 112 103 53 22 29 609 9 193
internal_value=0 8.75687e-05 0.000117836 0.000360804 0.000675412 -0.000202603 0.000817206 0.00280752 0.000678467 0.000430106 0.000309185
internal_weight=0 6450.55 6391.53 3635.19 2398.11 2756.34 2247.88 146.357 2101.52 1770.78 1724.89
internal_count=4780 3426 3389 1674 1077 1715 974 51 923 811 802
is_linear=0
shrinkage=0.06


Tree=508
num_leaves=12
num_cat=0
split_feature=6 132 144 133 88 13 77 4 35 125 125
split_gain=0.0436298 0.0878007 0.0741432 0.103861 0.0720198 0.160198 0.296112 0.162545 0.207363 0.128612 0.398015
threshold=0.00068727668258361529 0.00062670491752214741 0.0072436286136507997 0.0062037324532866487 0.00093549740267917525 0.00044738779251929378 0.00899649551138282 0.0021592099219560628 0.002945306478068233 0.0041444667149335155 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 9 -7 8 -8 10 -1
right_child=1 2 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=3.053493265448233e-07 -0.0015254075136485171 -0.00021428157335309512 0.00062243416978797973 0.0028717390804588179 -0.00022804132646766538 0.0027411763341636157 0.00022628308111819251 0.0012194886707389428 -0.0066924924965721276 0.00050599598308727854 -0.002593558043905991
leaf_weight=3014.9556200504303 71.232406377792358 208.52153408527374 295.95078730583191 98.436365127563477 3909.4544056653976 212.41383528709412 32.379643797874451 62.63280713558197 29.972131133079529 1394.9991782903671 229.05096936225891
leaf_count=1568 48 107 113 24 2010 62 13 16 27 618 174
internal_value=0 0.000465306 0.000700718 0.00118443 -3.53242e-05 0.000116076 0.00137818 -0.000938613 -0.00310492 2.42544e-05 -0.000182915
internal_weight=0 674.141 602.909 394.387 8885.86 4976.4 337.398 124.985 62.3518 4639.01 3244.01
internal_count=4780 292 244 137 4488 2478 118 56 40 2360 1742
is_linear=0
shrinkage=0.06


Tree=509
num_leaves=12
num_cat=0
split_feature=112 53 21 99 131 21 44 126 24 53 36
split_gain=0.0416225 0.0575871 0.149591 0.389503 0.282594 0.21828 0.187608 0.162014 0.155164 0.153588 0.23796
threshold=0.0033348383149132137 0.0081988852471113222 0.0012745757703669371 0.00085274505545385193 0.0015349716995842757 0.0020292587578296666 0.015675474889576439 0.0011980500421486797 0.00073092587990686308 0.01884530205279589 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 -4 -6 9 -3 -7 -11
right_child=-2 2 5 4 6 7 -8 -9 -10 10 -12
leaf_value=5.8167705009648406e-05 0.00036747685223074972 -0.0014129418307880618 0.0011399104856233088 0.00054188297548163594 -0.0047331694700974971 -0.0021390556462030255 0.00080153245822419685 0.0002504855234144376 -0.0044936553867302052 -0.0010825245167484789 0.0028686423611005802
leaf_weight=6031.8925154209137 994.03117978572845 113.79011535644531 465.52588140964508 453.22133576869965 68.824893712997437 275.76796185970306 32.379643797874451 685.69621932506561 122.10868239402771 246.26421773433685 70.497037053108215
leaf_count=2871 564 54 193 190 62 208 13 359 110 141 15
internal_value=0 -4.26672e-05 -0.000282679 -0.000967374 -9.8377e-05 2.76854e-05 -0.00296334 -0.000377441 -0.00300885 -0.00110402 -0.000202542
internal_weight=0 8565.97 2534.08 790.325 554.426 1743.75 101.205 1278.23 235.899 592.529 316.761
internal_count=4780 4216 1345 429 265 916 75 723 164 364 156
is_linear=0
shrinkage=0.06


Tree=510
num_leaves=12
num_cat=0
split_feature=116 137 77 35 4 112 36 40 58 146 79
split_gain=0.042731 0.20878 0.14302 0.141137 0.143655 0.126653 0.12637 0.118319 0.101729 0.19363 0.147965
threshold=0.01884530205279589 0.00017767510871635753 0.0046923852059990176 0.0033348383149132137 0.00077738583786413084 0.0019071503775194289 0.0048403022810816774 0.0017376682371832433 0.00017767510871635753 0.0018488886416889729 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -5 -3 -10 -11
right_child=1 5 -4 7 -6 -7 -8 -9 9 10 -12
leaf_value=-3.7714294225195177e-05 -0.00048196785154151517 0.0009378643917259472 0.0038096789040388298 0.0013183849533960096 0.0030569062303147788 0.0013498378944381243 0.002463198593307403 -0.003930342608614355 0.00077594696706018357 -0.0048147550968742747 -0.0013657714474030573
leaf_weight=8784.4666984081268 65.775689125061035 56.98873507976532 79.471345901489258 27.939328074455261 110.74091076850891 112.77371382713318 34.693479061126709 34.412446856498718 71.513438582420349 81.035761952400208 100.18813598155975
leaf_count=4429 35 19 15 9 27 45 7 31 24 73 66
internal_value=0 0.000426873 0.0016064 0.000872087 0.00173868 -0.000394594 -0.000966002 -0.00158008 -0.00135079 -0.00186702 -0.00290982
internal_weight=0 775.533 318.34 238.868 176.517 457.193 344.42 62.3518 309.726 252.737 181.224
internal_count=4780 351 117 102 62 234 189 40 182 163 139
is_linear=0
shrinkage=0.06


Tree=511
num_leaves=12
num_cat=0
split_feature=92 143 29 94 26 68 143 12 116 19 45
split_gain=0.0404979 0.155267 0.19318 0.211787 0.231246 0.214845 0.205098 0.202046 0.195829 0.268042 0.218811
threshold=0.0034400182776153092 0.0025217677466571335 0.021960759535431865 0.00066645268816500913 0.00017767510871635753 0.013032016810029747 0.002945306478068233 0.0022272822679951791 0.0092791137285530585 0.0084566329605877417 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 5 -5 -4 -3 -7 -8 10 -10
right_child=-2 2 3 4 -6 7 8 -9 9 -11 -12
leaf_value=0.00034061757183356816 0.00014762150295458091 -0.0028102708380707024 0.00024806639351326984 0.0017139327756381859 -0.00099048624004449671 -0.0055934715840393742 -0.00071216449487122261 0.00065855439600362984 -0.0049858253082378989 0.0019647507607935899 -6.6155448475680725e-05
leaf_weight=1885.4807608127594 3935.1876257658005 139.04089856147766 160.97549486160278 466.08794581890106 150.51639747619629 55.503946542739868 2157.9184858798981 27.939328074455261 36.632604718208313 259.13082778453827 285.58536732196808
leaf_count=979 1920 101 48 145 79 50 1184 9 33 96 136
internal_value=0 -0.00010331 -0.000327154 0.000461299 0.00105372 -0.00103303 -0.000563022 -0.00350182 -0.000448856 0.000528476 -0.000626841
internal_weight=0 5624.81 3739.33 861.023 616.604 244.419 2878.31 83.4433 2739.27 581.349 322.218
internal_count=4780 2860 1881 331 224 107 1550 59 1449 265 169
is_linear=0
shrinkage=0.06


Tree=512
num_leaves=12
num_cat=0
split_feature=127 76 98 5 77 94 78 65 71 101 19
split_gain=0.0385263 0.118633 0.205336 0.277879 0.302734 0.194901 0.189823 0.182267 0.2061 0.202716 0.327442
threshold=0.00052132029668428015 0.00077738583786413084 0.0011261500185355546 0.0026833302108570938 0.0026833302108570938 0.0098710241727530974 0.0092791137285530585 0.0035485138650983576 0.004017772153019906 0.0042751494329422721 0.014293605927377941
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6 9 -9 -4 -11
right_child=1 -3 7 4 6 -7 -8 8 -10 10 -12
leaf_value=9.7774806148746854e-05 -0.0007247095006874168 0.00045284019708437891 -5.2889766830324828e-06 0.0034575575688100455 0.0013626812859941551 0.0014557972029844736 -0.0028966110548165457 -0.0063862156254668682 -0.001548527415186507 -0.0030048787107348506 0.00038844717252600812
leaf_weight=5761.5531710386276 754.25413072109222 901.15925920009613 930.756680727005 173.37371790409088 107.31699657440186 183.36442828178406 57.91145920753479 36.632604718208313 232.56856095790863 245.70215332508087 175.40652096271515
leaf_count=2870 348 448 507 43 32 52 36 33 161 189 61
internal_value=0 -0.000148365 -0.00033537 0.000233901 0.00170691 -0.000298171 -0.000131021 -0.000783528 -0.00220896 -0.000499535 -0.00159168
internal_weight=0 3798.45 2897.29 1276.22 338.602 937.619 165.228 1621.07 269.201 1351.87 421.109
internal_count=4780 1910 1462 511 111 400 68 951 194 757 250
is_linear=0
shrinkage=0.06


Tree=513
num_leaves=12
num_cat=0
split_feature=34 109 102 82 81 95 138 1 137 105 61
split_gain=0.0385644 0.0673038 0.089246 0.0652066 0.106359 0.150007 0.0918817 0.0603159 0.0588726 0.0740778 0.0575168
threshold=0.02636832278221846 0.054214311763644225 0.010829726699739696 0.002945306478068233 0.010180860292166473 0.00077738583786413084 0.00017767510871635753 0.00062670491752214741 0.00077738583786413084 0.0017376682371832433 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 6 -6 7 -2 9 -5 -1
right_child=1 2 -4 8 5 -7 -8 -9 -10 -11 -12
leaf_value=9.4512058104079916e-05 0.001127649345605301 -0.0029992658379715135 0.0005983366086100405 0.00015955472656361015 -0.0030735954478299005 0.00062725341454600899 0.00052585757429814313 0.0032929346580900785 0.0009948464289804078 -0.0021546567539035746 -0.00021977374624785316
leaf_weight=4833.5787125825882 78.173912167549133 47.82707142829895 51.438340425491333 121.2796356678009 48.937150359153748 201.12569117546082 179.56580448150635 114.0711475610733 98.155332922935486 84.3659987449646 3701.4808861017227
leaf_count=2317 30 35 14 85 36 68 89 30 48 76 1952
internal_value=0 0.000347706 -0.0011363 0.00050695 0.000858881 -9.79396e-05 0.00150225 0.00241349 -0.000213489 -0.000790435 -4.17882e-05
internal_weight=0 1024.94 99.2654 925.675 621.874 250.063 371.811 192.245 303.801 205.646 8535.06
internal_count=4780 511 49 462 253 104 149 60 209 161 4269
is_linear=0
shrinkage=0.06


Tree=514
num_leaves=12
num_cat=0
split_feature=90 109 55 150 24 117 0 21 91 150 92
split_gain=0.0395045 0.119351 0.107936 0.0870618 0.0705189 0.0503183 0.203282 0.355471 0.30124 0.233008 0.315459
threshold=0.001792412775103003 0.011519505176693203 0.0063990866765379914 0.0019672545604407792 0.0015833032084628942 0.0027679565828293566 0.0087224207818508166 0.00017767510871635753 0.00099512818269431613 0.00043393640953581786 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 6 -1 8 -8 -9 -11
right_child=1 4 -4 -5 -6 -7 7 9 -10 10 -12
leaf_value=-0.00013914247821880942 -0.0031714210894487273 0.0043300773242640174 0.0020257039848717451 -4.3252030011336452e-05 0.0011486210599707921 -0.00012600011190876001 0.0011590480474628208 -0.0041816597370064766 0.0045715633580091031 0.00073662033813088929 -0.0045988469495252572
leaf_weight=2307.0718719959259 47.733394026756287 38.023715853691101 55.878656148910522 96.951576590538025 73.63991904258728 5975.878032207489 360.9911071062088 48.937150359153748 125.45296907424927 385.03813397884369 44.403157234191895
leaf_count=1092 43 10 18 55 34 3152 115 36 16 169 40
internal_value=0 0.000663652 -0.000211804 -0.00107675 0.00223488 -2.24401e-05 0.000166703 0.000897975 0.00203989 -0.000263375 0.000184004
internal_weight=0 312.227 200.564 144.685 111.664 9247.77 3271.89 964.823 486.444 478.378 429.441
internal_count=4780 160 116 98 44 4620 1468 376 131 245 209
is_linear=0
shrinkage=0.06


Tree=515
num_leaves=12
num_cat=0
split_feature=37 0 117 20 133 71 42 104 119 85 77
split_gain=0.0405643 0.213837 0.0715752 0.0557733 0.160227 0.10493 0.183412 0.168536 0.145422 0.135 0.109741
threshold=0.11766931414604188 0.0026833302108570938 0.0012357163941487672 0.0042751494329422721 0.00055427959887310873 0.025578102096915249 0.0023699469165876512 0.015200819820165636 0.00096484774257987748 0.00046126570669002836 0.040252277627587325
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 7 -7 8 10 -9 -6
right_child=1 -3 -4 4 5 6 -8 9 -10 -11 -12
leaf_value=-7.7347302092084587e-05 0.00036261017103592861 0.002785541005522404 -0.0034679602227876594 -0.0029987985749300697 -0.00068328359025348457 0.0029178480722540376 0.00018933150116956428 -0.00029954115752327699 0.0020629777507683166 0.0032521965237894395 0.0024963516748717119
leaf_weight=8004.3200925588608 34.599801659584045 95.012450933456421 35.522525787353516 49.953551888465881 682.08495032787323 152.00118601322174 212.7744950056076 62.351774930953979 89.368378877639771 100.65652298927307 41.353952646255493
leaf_count=3993 15 29 32 45 380 48 127 40 32 26 13
internal_value=0 0.000931914 -0.00158005 -1.64137e-05 0.000334315 0.000458729 0.00132679 0.000134133 -0.000219054 0.00189428 -0.000501206
internal_weight=0 165.135 70.1223 9394.86 1390.54 1340.59 364.776 975.816 812.807 163.008 723.439
internal_count=4780 76 47 4704 711 666 175 491 425 66 393
is_linear=0
shrinkage=0.06


Tree=516
num_leaves=12
num_cat=0
split_feature=135 58 29 114 93 19 10 34 11 141 52
split_gain=0.0397127 0.13982 0.198861 0.137087 0.177322 0.324557 0.269756 0.291491 0.360897 0.247153 0.223039
threshold=0.0018488886416889729 0.044033329933881767 0.015675474889576439 0.0012745757703669371 0.00040826165059115743 0.004017772153019906 0.0045489775948226461 0.02636832278221846 0.0054799309000372895 0.0034400182776153092 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 9 8 -8 -1 -11
right_child=1 2 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=0.0013372233285735826 8.6233705432877652e-05 0.00031108333364149993 0.0046312029264115482 0.00016303245395265015 -0.00017544109714996337 -0.0019377385917874242 -0.0034452583539661234 0.0011195936347206019 0.0013519931442701057 -0.001724461224679635 0.0011677513237637871
leaf_weight=658.14565074443817 2308.7159155607224 104.81580650806427 60.412649273872375 3947.5998986959457 1066.2799876928329 581.24107253551483 220.07666051387787 138.39920663833618 75.860076904296875 237.47726368904114 160.97549486160278
leaf_count=221 1239 54 14 1818 621 370 174 60 36 125 48
internal_value=0 0.000206941 0.0018925 -7.22749e-05 -0.000368244 -0.000797255 0.000105846 -0.00115277 -0.0022155 0.000623285 -0.000556003
internal_weight=0 2473.94 165.228 7086.06 3138.46 1647.52 1490.93 434.336 295.937 1056.6 398.453
internal_count=4780 1307 68 3473 1655 991 664 270 210 394 173
is_linear=0
shrinkage=0.06


Tree=517
num_leaves=12
num_cat=0
split_feature=46 37 145 94 135 142 140 19 29 122 102
split_gain=0.0353934 0.0862285 0.079012 0.15752 0.155546 0.0523626 0.161321 0.296644 0.311403 0.283642 0.23475
threshold=0.21471316367387774 0.0045489775948226461 0.00055427959887310873 0.012252715881913902 0.00057154725072905432 0.00899649551138282 0.010180860292166473 0.017188700847327713 0.0053125319536775359 0.0015349716995842757 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 9 10 -9 -7 -8
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 -12
leaf_value=7.6413718432762922e-05 0.0031179745828964541 -0.001178190452094507 -0.0034442788483343713 0.002700749319043304 0.0013043713325051965 -0.00051517718463021619 5.9619782707481131e-05 0.004844529213554564 0.0006660568577528085 -0.0038548487947858336 -0.0017912330086153343
leaf_weight=6323.4404648542404 58.098814010620117 71.419761180877686 47.920748829841614 71.607115983963013 51.344663023948669 797.54720902442932 1366.6055130958557 82.80158269405365 284.9436753988266 103.33101797103882 300.93911755084991
leaf_count=3360 20 32 27 16 22 387 552 18 95 85 166
internal_value=0 0.000640843 0.00120849 0.000557803 -0.000989217 -2.08116e-05 -0.000230195 6.57004e-05 0.00160794 -0.000898624 -0.000274488
internal_weight=0 300.391 228.971 170.873 99.2654 9259.61 2936.17 2035.29 367.745 900.878 1667.54
internal_count=4780 117 85 65 49 4663 1303 831 113 472 718
is_linear=0
shrinkage=0.06


Tree=518
num_leaves=12
num_cat=0
split_feature=121 122 136 31 81 17 11 58 106 91 104
split_gain=0.0387815 0.151323 0.177947 0.151395 0.123998 0.11635 0.227975 0.153028 0.127878 0.1011 0.0885468
threshold=0.012636432424187662 0.0012357163941487672 0.00017767510871635753 0.0046923852059990176 0.010180860292166473 0.00066645268816500913 0.004017772153019906 0.0053125319536775359 0.0046923852059990176 0.000490355829242617 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 6 -4 -7 -9 -2 -3
right_child=1 10 5 -5 -6 7 -8 8 -10 -11 -12
leaf_value=-4.1952690007470128e-05 0.00013292511077355997 -0.0032311561460834099 0.0017387594912492465 0.0029876779651307711 0.0014138888716216525 0.0036086605738763064 -0.0028637249421103227 0.0026287093932612052 -0.0010177963236762213 -0.0022130322731332606 -0.00031382268859377066
leaf_weight=8532.3851037025452 110.08516895771027 56.614025473594666 121.74802267551422 45.794268369674683 79.377668499946594 143.12055456638336 56.707702875137329 69.293280720710754 69.012248516082764 165.49543809890747 110.36620116233826
leaf_count=4210 83 51 45 17 23 40 43 22 46 141 59
internal_value=0 0.000348189 0.000668915 -0.000255285 -0.000674394 0.00147417 0.000275448 0.00223392 0.000809741 -0.00127619 -0.00130428
internal_weight=0 1027.61 860.634 400.753 354.958 459.882 178.456 281.426 138.306 275.581 166.98
internal_count=4780 570 460 264 247 196 88 108 68 224 110
is_linear=0
shrinkage=0.06


Tree=519
num_leaves=12
num_cat=0
split_feature=112 10 107 136 141 129 48 144 78 12 30
split_gain=0.0408165 0.0599629 0.0711162 0.0692918 0.0521639 0.0495838 0.119471 0.138311 0.185281 0.108046 0.170547
threshold=0.0033348383149132137 0.0016846025246195497 0.0058306583669036635 0.00040826165059115743 0.0044099434744566688 0.0063990866765379914 0.00017767510871635753 0.0087224207818508166 0.029773407615721229 0.0022272822679951791 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 9 8 -8 -7 -11
right_child=1 -3 -4 -5 -6 6 7 -9 -10 10 -12
leaf_value=-0.00012897872863974253 -0.0017159787823558495 0.00059235351548928342 0.00076044105725326717 -0.0039142199035186879 0.0015376256080031215 0.00117467639150782 -0.0011014886096316844 0.00050794488139954078 -0.006682551450946218 -0.0017773186597009785 0.00030681291178399716
leaf_weight=6293.8430433273315 52.26738715171814 801.42546033859253 81.410471558570862 32.192288994789124 26.7355717420578 432.50454568862915 74.56264317035675 89.274701476097107 29.972131133079529 156.06679213047028 1489.7446469068527
leaf_count=3301 39 439 41 29 16 139 51 40 27 84 574
internal_value=0 0.000363909 -0.000586456 -0.00157237 -0.000614367 -4.22446e-05 0.000198006 -0.00122635 -0.00270654 0.000330885 0.000109086
internal_weight=0 994.031 192.606 111.195 79.003 8565.97 2272.13 193.809 104.535 2078.32 1645.81
internal_count=4780 564 125 84 55 4216 915 118 78 797 658
is_linear=0
shrinkage=0.06


Tree=520
num_leaves=12
num_cat=0
split_feature=10 104 21 129 57 93 50 99 113 46 106
split_gain=0.0409054 0.232929 0.259927 0.192373 0.175431 0.142669 0.26404 0.226664 0.210928 0.198112 0.257656
threshold=0.0023699469165876512 0.0018488886416889729 0.00066645268816500913 0.00066645268816500913 0.0003614811430452392 0.0033348383149132137 0.0028552538715302949 0.0014881226234138014 0.00068727668258361529 0.01884530205279589 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 8 9 -1 -8 -11
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.00063527677140125531 0.00010255065496404415 0.0012353652841118924 -0.0057312805170880426 -0.0012263889386570385 -0.00061130345402633118 0.0007289431242293613 -0.0041480166092436408 -0.00043771806417920283 -0.0015117817772113211 -0.0039531904467654359 0.0018300652714709896
leaf_weight=1252.9231250286102 5680.4752594232559 105.0031613111496 79.92568302154541 253.94109284877777 34.506124258041382 791.35512244701385 125.62627398967743 934.0072900056839 189.55651485919952 48.937150359153748 63.742886066436768
leaf_count=393 3088 38 72 156 23 341 97 421 98 36 17
internal_value=0 -0.000150195 -0.00139715 -0.00214767 -0.00418927 2.31387e-05 -0.000190489 -0.000859259 0.000353046 -0.00251055 -0.000682892
internal_weight=0 3879.52 473.376 368.373 114.432 3406.15 2614.79 1172.31 1442.48 238.306 112.68
internal_count=4780 1692 289 251 95 1403 1062 571 491 150 53
is_linear=0
shrinkage=0.06


Tree=521
num_leaves=12
num_cat=0
split_feature=94 109 95 133 109 104 118 104 58 50 122
split_gain=0.0385554 0.0802809 0.107595 0.0532167 0.048535 0.15935 0.199292 0.141363 0.17889 0.130579 0.149747
threshold=0.055838862434029586 0.01884530205279589 0.00087947337306104611 0.0079489401541650313 0.016668972559273246 0.0013146653072908523 0.0023699469165876512 0.0018488886416889729 0.0011615398107096555 0.076978169381618514 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 -6 -7 -9 10 -10
right_child=1 -3 3 -5 5 7 -8 8 9 -11 -12
leaf_value=4.2457703904306605e-05 -0.0023498040668288203 0.0024114899039854522 -0.00017574584991246784 0.0022105150977150966 -0.004574032446742469 0.001926494920419269 0.00023745957944497294 -0.0022824120840568935 -0.00032102800148133334 -0.0028242102970781344 0.001264871796754405
leaf_weight=7701.2544945478439 48.937150359153748 72.71719491481781 72.529840111732483 62.63280713558197 67.808492183685303 109.53715443611145 56.98873507976532 147.92153000831604 877.09818243980408 59.021538138389587 283.55256426334381
leaf_count=3817 36 17 33 16 53 34 19 109 491 37 118
internal_value=0 0.00072505 5.7979e-05 0.000930837 -2.00468e-05 -0.00032052 -0.00237843 -0.000146506 -0.000312671 -7.36143e-05 6.64905e-05
internal_weight=0 256.817 184.1 135.163 9303.18 1601.93 124.797 1477.13 1367.59 1219.67 1160.65
internal_count=4780 102 85 49 4678 861 72 789 755 646 609
is_linear=0
shrinkage=0.06


Tree=522
num_leaves=12
num_cat=0
split_feature=93 4 87 112 27 107 24 78 118 91 96
split_gain=0.0388862 0.149993 0.131079 0.157613 0.109354 0.0976347 0.114496 0.102985 0.096859 0.0961618 0.0899796
threshold=0.010829726699739696 0.00039601318712811922 0.00017767510871635753 0.0048403022810816774 0.0046923852059990176 0.0012357163941487672 0.00060774214216507982 0.0019071503775194289 0.0016846025246195497 0.0018488886416889729 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 8 9 7 -7 -4 -2 -8
right_child=1 2 4 -5 -6 6 10 -9 -10 -11 -12
leaf_value=-4.9998747191451958e-05 0.00057882738240964948 -0.0033504995440303414 6.559078466683231e-05 -7.7325404309297355e-05 -0.0016416293257197079 0.00037332719152411461 -0.0014573659690423396 0.005064351645529477 0.0015945794161765225 0.0034366531637679298 0.0026599325059649959
leaf_weight=8167.1550855636597 69.105925917625427 87.696235537528992 489.38555347919464 133.49050390720367 94.450386524200439 39.962841510772705 102.12726163864136 29.049407005310059 214.44663834571838 109.72450923919678 23.405334949493408
leaf_count=3978 38 79 263 96 77 36 92 10 80 18 13
internal_value=0 0.000292988 -8.38496e-05 -0.001376 0.000274305 0.00132166 0.000391069 0.0023524 0.00053161 0.00233324 -0.000688197
internal_weight=0 1392.84 1019.47 221.187 798.283 373.375 194.545 69.0122 703.832 178.83 125.533
internal_count=4780 802 595 175 420 207 151 46 343 56 105
is_linear=0
shrinkage=0.06


Tree=523
num_leaves=12
num_cat=0
split_feature=34 19 126 11 19 131 108 38 65 46 116
split_gain=0.0371861 0.0503677 0.0675154 0.0850464 0.0707104 0.141412 0.077369 0.0661889 0.0533477 0.0491095 0.0505586
threshold=0.02636832278221846 0.04673989117145539 0.0014881226234138014 0.039062514901161201 0.0011615398107096555 0.00040826165059115743 0.00093549740267917525 0.0010263677686452868 0.00017767510871635753 0.0028552538715302949 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -4 -8 -10 -11
right_child=1 -3 7 -5 6 -7 8 -9 9 10 -12
leaf_value=-4.1027130115263458e-05 -0.0035462187532511883 -0.0015577158010531373 -2.4669530350371652e-05 -0.0015273431893721406 0.0029665351676852578 0.00095633870090967702 0.00025293031289110333 -0.0028146330848500324 0.0021247167115922313 0.0014029058925321841 -0.001423399232475718
leaf_weight=8535.0595986843109 36.632604718208313 47.82707142829895 183.72508800029755 56.801380276679993 73.920951247215271 79.283991098403931 245.43517100811005 36.632604718208313 163.28933012485504 66.979445457458496 34.412446856498718
leaf_count=4269 33 35 117 35 10 31 116 33 42 28 31
internal_value=0 0.000341444 0.000434553 0.000703667 0.000884907 -0.000468415 0.00115354 -0.000489544 0.00089029 0.00148099 0.0004432
internal_weight=0 1024.94 977.113 756.755 699.954 115.917 584.037 220.358 510.116 264.681 101.392
internal_count=4780 511 476 326 291 64 227 150 217 101 59
is_linear=0
shrinkage=0.06


Tree=524
num_leaves=12
num_cat=0
split_feature=104 99 58 118 118 138 4 129 110 122 91
split_gain=0.038347 0.153323 0.137312 0.260708 0.163418 0.162543 0.160806 0.236984 0.269798 0.159271 0.151547
threshold=0.00060774214216507982 0.0035485138650983576 0.00046126570669002836 0.0046923852059990176 0.0032328735105693345 0.0066005610860884198 0.0015833032084628942 0.0063990866765379914 0.0025217677466571335 0.00040826165059115743 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 9 7 8 -4 -1 -8
right_child=-2 -3 4 -5 -6 -7 10 -9 -10 -11 -12
leaf_value=-0.0015766816029917502 6.1208537606220081e-05 0.00031181401834856799 -0.0038062425015957203 0.0015994188019353289 -0.0044016186693803172 -0.0041773166063238561 0.0026285645361905745 0.0011998349127337953 0.00090864359908509533 0.0017460302597624977 -0.0012477531540943507
leaf_weight=162.82094311714172 7589.6564372777939 951.50157058238983 186.68061518669128 205.94071650505066 58.927860736846924 53.377466082572937 69.386958122253418 72.623517513275146 56.98873507976532 76.141109108924866 75.953754305839539
leaf_count=82 3959 364 152 40 45 40 14 25 19 12 28
internal_value=0 -0.000235858 -0.000747313 -3.53186e-05 -0.00142869 -0.00118707 -0.00104833 -0.00180726 -0.00270362 -0.00051767 0.000603371
internal_weight=0 1970.34 1018.84 498.28 520.561 292.34 461.634 316.293 243.669 238.962 145.341
internal_count=4780 821 457 174 283 134 238 196 171 94 42
is_linear=0
shrinkage=0.06


Tree=525
num_leaves=12
num_cat=0
split_feature=8 127 5 52 42 53 53 19 27 89 84
split_gain=0.0365574 0.0954546 0.127837 0.0547644 0.0460178 0.239382 0.338083 0.222319 0.220195 0.245498 0.275537
threshold=0.033603202551603324 0.00052132029668428015 0.00038414125447161501 0.0022975050378590827 0.00093549740267917525 0.0063990866765379914 0.00093549740267917525 0.0034400182776153092 0.0053125319536775359 0.00038414125447161501 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 -1 8 9 10 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.000103625411401234 0.00036092513258355216 0.00079598929436229288 -0.0037367929790940958 0.0025330880102526353 7.0913604522491029e-05 0.00095126209712124488 -0.0045845754998898999 -0.0024955951399768541 0.00074307133231461928 0.0002583620179818501 0.00031795736996017209
leaf_weight=1468.3721150159836 75.953754305839539 63.742886066436768 34.412446856498718 92.88597047328949 6353.0378863811493 520.29445862770081 130.06658971309662 370.87409019470215 246.9199595451355 143.0268771648407 60.412649273872375
leaf_count=579 28 17 31 19 3419 210 101 229 85 48 14
internal_value=0 0.000692052 -0.000795352 0.00155672 -1.99138e-05 -0.00021618 -0.000467241 -0.00134832 -0.000614936 -0.00162029 -0.00303033
internal_weight=0 266.995 98.1553 168.84 9293 2939.97 2419.67 951.3 580.426 333.506 190.479
internal_count=4780 95 48 47 4685 1266 1056 477 248 163 115
is_linear=0
shrinkage=0.06


Tree=526
num_leaves=12
num_cat=0
split_feature=37 0 37 136 32 127 72 20 26 59 115
split_gain=0.0377032 0.183142 0.0828663 0.231163 0.0853172 0.0712349 0.0713025 0.0599355 0.109408 0.190008 0.136237
threshold=0.11766931414604188 0.0026833302108570938 0.02129978779703379 0.0012357163941487672 0.0026833302108570938 0.001792412775103003 0.001792412775103003 0.0042751494329422721 0.00080172589514404546 0.0022975050378590827 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 6 -4 -1 10 -10 -9
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-5.0801157829769826e-05 -0.0014262831973011292 0.0026138684258978796 -0.0048753000589617226 0.0019832703974355793 -0.0051813295466742477 0.00032338627527119554 -0.0014076830282155385 0.0016848024470722985 -0.0014228197826139115 0.0024522380581754964 -0.00016520824300390112
leaf_weight=7827.255478143692 70.122327446937561 95.012450933456421 32.192288994789124 62.539129734039307 29.972131133079529 44.590512037277222 63.368176460266113 169.7624489068985 59.944262266159058 188.91482293605804 916.32565462589264
leaf_count=3882 47 29 29 24 27 24 49 64 54 57 494
internal_value=0 0.000898446 -1.58262e-05 -0.00113381 -0.00228018 -0.0016565 -0.00257972 1.25757e-05 0.000384152 0.00151863 0.000124089
internal_weight=0 165.135 9394.86 232.662 170.123 140.151 95.5605 9162.2 1334.95 248.859 1086.09
internal_count=4780 76 4704 153 129 102 78 4551 669 111 558
is_linear=0
shrinkage=0.06


Tree=527
num_leaves=12
num_cat=0
split_feature=98 69 109 150 141 113 135 58 80 107 135
split_gain=0.037099 0.0785733 0.106417 0.0861946 0.0738014 0.106549 0.0835411 0.0942041 0.064885 0.0543709 0.0515807
threshold=0.049604203552007682 0.0045489775948226461 0.0066005610860884198 0.00055427959887310873 0.0049928687512874612 0.0010585968848317864 0.0023699469165876512 0.017188700847327713 0.0025217677466571335 0.0068083447404205808 0.1067372113466263
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 8 5 -5 7 -6 -2 -7 -1
right_child=1 2 -4 4 6 9 -8 -9 -10 -11 -12
leaf_value=-2.039859957481636e-05 0.00032984735759506741 0.00071639292341779594 -0.0029387784898769545 0.0015923091029703307 -0.0013303836887727457 -0.0019093878439983311 0.003032819795724442 0.0022447986644325776 -0.0033163272183150236 0.00024547993582618201 -0.0016169543601345564
leaf_weight=8770.5977367162704 40.056518912315369 60.225294470787048 54.581222414970398 143.0268771648407 47.920748829841614 69.934972643852234 104.08043718338013 59.208892941474915 31.17588746547699 105.8322080373764 73.35888683795929
leaf_count=4368 28 30 33 48 27 63 21 21 20 63 58
internal_value=0 0.000415334 -0.00102239 0.000689993 0.000953385 0.000376873 0.00182297 0.000645815 -0.00126837 -0.000612506 -3.36598e-05
internal_weight=0 716.043 114.807 601.237 530.004 318.794 211.21 107.13 71.2324 175.767 8843.96
internal_count=4780 354 63 291 243 174 69 48 48 126 4426
is_linear=0
shrinkage=0.06


Tree=528
num_leaves=12
num_cat=0
split_feature=14 94 5 109 125 60 66 91 148 24 21
split_gain=0.0369329 0.154877 0.214298 0.254567 0.301298 0.221811 0.21412 0.169762 0.276316 0.191056 0.123586
threshold=0.00040826165059115743 0.00093549740267917525 0.0011261500185355546 0.0092791137285530585 0.0066005610860884198 0.010829726699739696 0.00017767510871635753 0.00066645268816500913 0.010180860292166473 0.00060774214216507982 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 10 9 -9 -1 -5
right_child=-2 -3 -4 6 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00036338654208776936 -7.5738510442369483e-05 0.00066445675448664591 0.00071282084480560912 -0.0049799746065155 -0.004611592719655438 -0.0039092551686913625 0.00069475524205320173 -0.002830013918867229 0.0012448550812577356 0.0033458624747851949 -0.0019458053227512223
leaf_weight=245.15413880348206 6769.7483946084976 1293.6072859764099 547.85907709598541 91.120149731636047 51.063630819320679 44.496834635734558 61.335373401641846 117.76204407215118 121.74802267551422 112.86739122867584 103.23734056949615
leaf_count=140 3374 559 251 74 46 32 31 98 45 37 93
internal_value=0 0.000183663 -0.000231922 -0.000777465 -0.00018041 0.000172686 -0.00239516 0.000477263 -0.000759017 0.00130429 -0.00337014
internal_weight=0 2790.25 1496.64 948.785 693.092 642.028 255.693 597.532 239.51 358.022 194.357
internal_count=4780 1406 847 596 398 352 198 320 143 177 167
is_linear=0
shrinkage=0.06


Tree=529
num_leaves=12
num_cat=0
split_feature=110 100 92 33 93 114 31 18 108 77 72
split_gain=0.0366976 0.0972817 0.062446 0.117719 0.113247 0.061916 0.0557937 0.0534903 0.0507501 0.171787 0.101049
threshold=0.024066280573606495 0.00017767510871635753 0.00082683752407319855 0.0011261500185355546 0.0038949446752667431 0.0016846025246195497 0.00017767510871635753 0.00047558375808876013 0.028884131461381916 0.010500331409275534 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 -4 7 -5 -1 -10 -11
right_child=1 2 4 6 -6 -7 -8 -9 9 10 -12
leaf_value=6.5889014232544075e-06 -0.0022158915060349043 0.0030633863042815899 -0.0034725640715377684 -0.0023352476127534373 0.0011191767451916698 0.00016852120821537071 0.0016067742957302606 0.00096267658834232037 -0.0001753882118528755 -0.0054330691829094719 -0.00057932270421927703
leaf_weight=8631.9315477609634 42.276676774024963 96.122529864311218 39.962841510772705 38.852762579917908 117.02667474746704 28.955729603767395 63.55553126335144 32.379643797874451 404.45749032497406 38.852762579917908 25.625492811203003
leaf_count=4235 30 30 36 35 65 18 33 13 235 35 15
internal_value=0 0.000523284 0.000801551 0.00146032 -1.68713e-05 -0.00194476 0.000315693 -0.000836884 -2.64384e-05 -0.000634261 -0.00350794
internal_weight=0 459.132 416.856 230.91 185.945 68.9186 134.788 71.2324 9100.87 468.936 64.4783
internal_count=4780 260 230 111 119 54 81 48 4520 285 50
is_linear=0
shrinkage=0.06


Tree=530
num_leaves=12
num_cat=0
split_feature=52 1 99 131 33 102 21 86 46 86 127
split_gain=0.0357794 0.13321 0.188968 0.177135 0.19154 0.189549 0.270534 0.253513 0.157759 0.144739 0.258932
threshold=0.0060143163427710542 0.0032328735105693345 0.0035485138650983576 0.0037758676335215573 0.00244467705488205 0.0041444667149335155 0.00040826165059115743 0.00060774214216507982 0.0070226341485977182 0.0019071503775194289 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -7 -6 10 -4
right_child=1 -3 9 4 8 7 -8 -9 -10 -11 -12
leaf_value=8.0555328415133457e-05 -0.001573538667255931 0.00024517796172657675 -0.0024882580436826588 -0.0052179002692911815 0.0011946083719590501 -0.00037306514166627458 0.0010944005793878243 -0.0052405882468506207 -0.0035943450566897532 -0.0052970240913902972 0.00073817149081081813
leaf_weight=6450.5515273809433 172.8116534948349 1478.7375349998474 242.65294873714447 47.733394026756287 64.759287595748901 180.95691561698914 655.64446067810059 48.843472957611084 39.962841510772705 35.522525787353516 141.82312083244324
leaf_count=3426 91 556 162 43 26 66 243 44 36 32 55
internal_value=0 -0.000167216 -0.000541169 -0.000160704 -0.00207209 0.000114825 0.00053776 -0.00140947 -0.000634582 -0.00163762 -0.00129823
internal_weight=0 3109.45 1630.71 1210.71 152.456 1058.26 828.456 229.8 104.722 419.999 384.476
internal_count=4780 1354 798 549 105 444 334 110 62 249 217
is_linear=0
shrinkage=0.06


Tree=531
num_leaves=12
num_cat=0
split_feature=127 142 119 34 140 117 90 112 63 27 19
split_gain=0.0349972 0.166761 0.186165 0.155199 0.17871 0.194223 0.197473 0.189252 0.214581 0.212802 0.225092
threshold=0.00052132029668428015 0.027182282879948619 0.00042089859198313212 0.017724351026117805 0.002945306478068233 0.016668972559273246 0.0014427106943912806 0.0038949446752667431 0.0060143163427710542 0.0032328735105693345 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 9 -6 -11
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=9.3166006590830023e-05 0.00016272344126895487 0.0012749101222847348 -0.0017406180227535453 0.0005900793373214225 -0.0023716734406681911 0.00010397666827243886 0.00091668978066058516 0.00043669941360728755 -0.0042916821731375588 0.00082174926202542456 -0.0023258852830582797
leaf_weight=5761.5531710386276 944.92072451114655 477.65712213516235 87.054543614387512 570.88970243930817 459.58672726154327 519.82607161998749 130.6286541223526 148.0152074098587 115.54188621044159 210.835369348526 133.49050390720367
leaf_count=2870 447 115 38 296 317 250 53 101 96 101 96
internal_value=0 -0.000141429 0.000809818 -0.000307567 -0.000500029 -0.000864554 -0.00128475 -0.00155421 -0.00187472 -0.00152685 -0.000398867
internal_weight=0 3798.45 564.712 3233.73 2662.85 1717.92 1198.1 1067.47 919.454 803.913 344.326
internal_count=4780 1910 153 1757 1461 1014 764 711 610 514 197
is_linear=0
shrinkage=0.06


Tree=532
num_leaves=12
num_cat=0
split_feature=118 122 47 42 143 125 37 84 25 38 25
split_gain=0.0335155 0.122307 0.285999 0.116051 0.218117 0.167002 0.114257 0.235911 0.189826 0.163548 0.217724
threshold=0.0014427106943912806 0.0032328735105693345 0.0042751494329422721 0.011519505176693203 0.010180860292166473 0.0026833302108570938 0.00038414125447161501 0.00017767510871635753 0.0038949446752667431 0.00093549740267917525 0.044033329933881767
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 9 -8 -9 10 -2
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=-8.6330721563388299e-05 0.0016198189448196714 -0.0042092438499557469 0.0010037995723692196 0.0018033288281861825 -0.0041343456292571058 -0.0017591660998089234 -0.00088946160265424381 -0.0010763895298525718 0.0009082288144910837 -6.7489963346258793e-05 -0.0015926929435826946
leaf_weight=6012.9790239334106 719.19999194145203 73.35888683795929 78.173912167549133 92.698615670204163 61.148018598556519 96.670544385910034 665.80847597122192 213.79089653491974 918.93457198143005 542.40235984325409 84.834385752677917
leaf_count=3145 276 58 30 35 47 79 333 136 367 238 36
internal_value=0 0.000146222 -0.00152101 0.000220669 -0.00102192 -1.52481e-05 0.000319679 6.76276e-06 0.000533589 0.000737631 0.00128071
internal_weight=0 3547.02 151.533 3395.49 250.517 189.369 3144.97 1798.53 1132.73 1346.44 804.034
internal_count=4780 1635 88 1547 161 114 1386 836 503 550 312
is_linear=0
shrinkage=0.06


Tree=533
num_leaves=12
num_cat=0
split_feature=112 67 128 15 52 19 63 58 53 36 82
split_gain=0.0364503 0.0344837 0.247577 0.138663 0.114957 0.173913 0.117908 0.0897497 0.0879436 0.117818 0.114787
threshold=0.015923793427646164 0.0044099434744566688 0.00017767510871635753 0.0087224207818508166 0.0042751494329422721 0.0063990866765379914 0.0027679565828293566 0.00060774214216507982 0.00017767510871635753 0.0095705352723598498 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 8 -8 9 10 -4
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-5.3523407815471662e-05 0.00074570839735229439 0.0047466958195439201 -0.0059647364164143943 0.0020511722941661953 -0.0054874167968159433 0.00019716615186378736 0.0030615656792967196 0.00034480622255788739 5.8583128758055804e-05 5.8291088981064922e-05 -0.00062747843191191357
leaf_weight=8540.5163159370422 230.16104829311371 43.667787909507751 35.522525787353516 111.75731229782104 35.522525787353516 42.464031577110291 64.946642398834229 133.95889091491699 242.29228901863098 54.674899816513062 24.515413880348206
leaf_count=4282 175 7 32 36 32 14 10 56 97 25 14
internal_value=0 -1.84544e-05 0.000360954 0.000103509 -0.000240137 -0.00239585 6.26558e-05 0.00123298 -0.000589551 -0.00195737 -0.00379003
internal_weight=0 9329.84 789.322 745.655 633.897 77.9866 555.911 198.906 357.005 114.713 60.0379
internal_count=4780 4605 323 316 280 46 234 66 168 71 46
is_linear=0
shrinkage=0.06


Tree=534
num_leaves=12
num_cat=0
split_feature=92 143 142 54 50 53 108 99 54 44 55
split_gain=0.0375166 0.122029 0.132069 0.35029 0.256486 0.247552 0.234165 0.245223 0.223909 0.314793 0.19814
threshold=0.0034400182776153092 0.0025217677466571335 0.027182282879948619 0.00087947337306104611 0.00066645268816500913 0.0037758676335215573 0.0030382014811038975 0.00017767510871635753 0.0017376682371832433 0.0015349716995842757 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 8 -4 10 -8 -5 -10 -3
right_child=-2 2 5 4 -6 -7 7 -9 9 -11 -12
leaf_value=0.00029408992822807549 0.00014205490189303437 -0.0041624382458492334 0.0019274954915940773 -0.0057579572358991372 6.4405933588133346e-05 -0.00038153505134944473 0.0018914412224993345 -0.0018559606781811747 0.00010554319634194351 -0.0044031732488991442 0.00065118343604922239
leaf_weight=1885.4807608127594 3935.1876257658005 184.55413472652435 256.26897799968719 43.293078303337097 2145.3469579219818 480.23793971538544 87.148221015930176 224.89168584346771 204.08121836185455 76.595446228981018 36.913636922836304
leaf_count=979 1920 142 53 39 1108 182 30 146 103 69 9
internal_value=0 -9.94637e-05 -0.000297908 -0.0004745 -0.000173251 0.000422049 -0.00186853 -0.000809095 -0.00174657 -0.001126 -0.00336019
internal_weight=0 5624.81 3739.33 3002.82 2469.32 736.507 533.508 312.04 323.97 280.677 221.468
internal_count=4780 2860 1881 1646 1319 235 327 176 211 172 151
is_linear=0
shrinkage=0.06


Tree=535
num_leaves=12
num_cat=0
split_feature=23 46 132 105 145 15 54 142 81 47 116
split_gain=0.0359601 0.119532 0.137509 0.103247 0.175648 0.16875 0.114566 0.134523 0.143785 0.212894 0.111381
threshold=0.0031340263085439806 0.040252277627587325 0.0030382014811038975 0.00042089859198313212 0.00066645268816500913 0.007706565549597145 0.004017772153019906 0.0017376682371832433 0.00017767510871635753 0.0023699469165876512 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 10 -6 7 8 -1 -10 -5
right_child=-2 2 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-6.2210800759816344e-06 6.2957895890151141e-05 -0.0035272489168869806 0.00066976306990965378 0.0013470764620277468 -0.0007480943935752576 0.0019621931091859564 0.00093085420557406499 0.00055899574078148548 -0.0044928406513682047 -0.00035374462816616765 -0.00024092244153117869
leaf_weight=86.773511409759521 7392.6244519948959 78.909281492233276 43.574110507965088 479.40889298915863 760.25886249542236 92.698615670204163 99.265411853790283 97.326286196708679 119.98220193386078 71.326083779335022 237.85197329521179
leaf_count=62 3733 63 15 157 410 35 49 23 100 40 93
internal_value=0 -0.00021496 -0.00203481 -0.000105861 0.000128557 -0.000453347 -0.000881182 -0.00136044 -0.00203219 -0.00295064 0.000820518
internal_weight=0 2167.38 122.483 2044.89 1570.22 852.957 474.673 375.408 278.082 191.308 717.261
internal_count=4780 1047 78 969 695 445 274 225 202 140 250
is_linear=0
shrinkage=0.06


Tree=536
num_leaves=12
num_cat=0
split_feature=4 145 20 92 27 0 142 117 51 32 11
split_gain=0.0356834 0.136297 0.1683 0.130487 0.197911 0.214538 0.19015 0.200314 0.198894 0.16628 0.230086
threshold=0.0005375427135732026 0.0045489775948226461 0.0092791137285530585 0.00043393640953581786 0.021960759535431865 0.001792412775103003 0.011519505176693203 0.00062670491752214741 0.00096484774257987748 0.00038414125447161501 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 9 -9 -1 -11
right_child=-2 -3 -4 4 5 -7 -8 8 -10 10 -12
leaf_value=0.0026421994101059605 -8.3884193466481766e-05 0.0007856502087584175 -0.0020078177220850865 0.00052846135197762254 -3.240123139037365e-06 -0.0060922629245903012 -0.0044729309062949722 -0.0027528449190792966 -5.4450044548156798e-05 -0.002349142898719056 0.0030201803261933535
leaf_weight=114.99387168884277 6276.9529768228531 907.53870058059692 152.26816833019257 1447.6272251605988 52.54841935634613 34.412446856498718 43.386755704879761 170.02943122386932 233.03694796562195 83.536952018737793 43.667787909507751
leaf_count=47 3019 478 121 722 15 31 31 137 121 51 7
internal_value=0 0.000160231 -7.87269e-05 5.34796e-05 0.000361401 -0.00241704 -0.000632645 -0.000373776 -0.00119314 0.000989739 -0.000504997
internal_weight=0 3283.05 2375.51 2223.24 1534.59 86.9609 688.652 645.265 403.066 242.199 127.205
internal_count=4780 1761 1283 1162 768 46 394 363 258 105 58
is_linear=0
shrinkage=0.06


Tree=537
num_leaves=12
num_cat=0
split_feature=46 33 104 69 116 75 138 102 47 144 52
split_gain=0.0359685 0.0925991 0.154014 0.116775 0.0677591 0.0523453 0.0449239 0.133508 0.230298 0.229452 0.117129
threshold=0.21471316367387774 0.0011261500185355546 0.002945306478068233 0.00085274505545385193 0.0010585968848317864 0.0048403022810816774 0.0020292587578296666 0.013439828064292671 0.0066005610860884198 0.0038949446752667431 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -3 -2 -5 7 -1 -9 -10 -8
right_child=1 3 -4 5 -6 -7 10 8 9 -11 -12
leaf_value=-4.0646585840449289e-05 -0.00085817259584760447 0.0036813049532282757 0.001848160912809762 -0.00053788943485980859 -0.004824453627509267 0.0018786390435466167 -0.001329315545292163 -0.0036203474143857413 -0.0016997153461274744 0.0020239269313207416 0.00029177075990097451
leaf_weight=6246.7653911113739 33.489722728729248 58.192491412162781 46.90434730052948 78.08023476600647 28.862052202224731 54.862254619598389 171.42054235935211 103.33101797103882 153.47192466259003 97.232608795166016 2487.3870956897736
leaf_count=3202 14 12 18 38 26 9 114 85 114 31 1117
internal_value=0 0.000645989 -0.00074692 0.00144218 -0.00269891 0.000460018 -2.10194e-05 -0.000104895 -0.0012382 -0.000255316 0.000187209
internal_weight=0 300.391 109.256 191.135 62.3518 132.942 9259.61 6600.8 354.036 250.705 2658.81
internal_count=4780 117 58 59 40 47 4663 3432 230 145 1231
is_linear=0
shrinkage=0.06


Tree=538
num_leaves=12
num_cat=0
split_feature=102 95 11 59 93 117 131 144 78 127 91
split_gain=0.0338346 0.150504 0.1941 0.197532 0.18692 0.268077 0.251156 0.221399 0.534336 0.219137 0.198342
threshold=0.00052132029668428015 0.0036604277556762104 0.00747153488919139 0.0084566329605877417 0.00082683752407319855 0.012636432424187662 0.0013146653072908523 0.00017767510871635753 0.0058306583669036635 0.0036604277556762104 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 7 6 -6 8 9 -1 -7
right_child=-2 2 3 -5 5 10 -8 -9 -10 -11 -12
leaf_value=-0.00035912643498151156 -6.8354740587008362e-05 8.456178288546035e-05 0.0036198488441854821 0.00036603345486316253 0.0016225851124642492 0.001137224569110826 -0.0010807324518434249 0.0001755805477811574 -0.0072162846092131546 -0.0051310977609702879 -0.0021168824231382255
leaf_weight=313.33734059333801 6997.7829624414444 369.02864193916321 153.29861974716187 119.52786481380463 597.17093706130981 100.46916818618774 155.97311472892761 454.42509210109711 55.503946542739868 38.852762579917908 204.62923288345337
leaf_count=161 3539 195 33 43 255 42 92 183 50 35 152
internal_value=0 0.000186484 0.000981816 0.00219498 -7.93822e-05 0.000454892 0.00106267 -0.000735175 -0.00175012 -0.000886866 -0.00104528
internal_weight=0 2562.22 641.855 272.826 1920.36 1058.24 753.144 862.119 407.694 352.19 305.098
internal_count=4780 1241 271 76 970 541 347 429 246 196 194
is_linear=0
shrinkage=0.06


Tree=539
num_leaves=12
num_cat=0
split_feature=94 47 8 107 14 94 148 91 100 24 17
split_gain=0.0384605 0.0646288 0.0607612 0.0533174 0.0458281 0.142383 0.213309 0.192286 0.382973 0.192457 0.162466
threshold=0.055838862434029586 0.00096484774257987748 0.0021592099219560628 0.0027679565828293566 0.00040826165059115743 0.00093549740267917525 0.0070226341485977182 0.00017767510871635753 0.0021592099219560628 0.00017767510871635753 0.074787221848964705
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 7 8 9 -7 -8
right_child=1 3 -4 -5 -6 6 10 -9 -10 -11 -12
leaf_value=-0.0002143241509381432 0.00078563862627701458 0.0021318358481794567 -0.0024694210879370976 -9.8260318518584593e-05 -0.00010709377296709403 2.4991952977858449e-05 -0.00081898530229541238 0.0016202850694071757 0.0035689326633178827 -0.0057961576415079749 0.0024886717541640541
leaf_weight=1496.644003033638 46.90434730052948 115.1812264919281 36.726282119750977 58.005136609077454 6518.4817967414856 35.709880590438843 403.53476619720459 694.87193286418915 44.684189438819885 47.733394026756287 61.522728204727173
leaf_count=847 18 31 25 28 3277 16 218 246 16 43 15
internal_value=0 0.000724125 -0.000645059 0.00138529 -2.00543e-05 0.000183686 0.00064613 0.0012265 -0.000908722 -0.00330793 -0.000380972
internal_weight=0 256.817 83.6306 173.186 9303.18 2784.7 1288.06 822.999 128.127 83.4433 465.057
internal_count=4780 102 43 59 4678 1401 554 321 75 59 233
is_linear=0
shrinkage=0.06


Tree=540
num_leaves=12
num_cat=0
split_feature=4 11 42 15 54 14 38 32 45 42 141
split_gain=0.0341308 0.176181 0.11801 0.24782 0.185082 0.282971 0.199721 0.198346 0.181738 0.152203 0.193825
threshold=0.0005375427135732026 0.020658296532928947 0.00093549740267917525 0.0037758676335215573 0.0023699469165876512 0.011880517937242987 0.0036604277556762104 0.0026833302108570938 0.0031340263085439806 0.00017767510871635753 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00019702758757406081 -8.2040967644742823e-05 -0.0021081537389055238 0.00051614154183536023 -0.0034178370970736355 0.0018568949770053349 -0.0031218371476942021 0.002965629639581475 0.0011073362306057014 0.0017687420789451215 -0.0034061014573840711 -0.0034940257694644596
leaf_weight=198.53082370758057 6276.9529768228531 119.05947780609131 2028.4935880899429 82.239518284797668 163.19565272331238 114.61916208267212 77.157510638237 249.32747220993042 71.513438582420349 109.9914915561676 68.9185711145401
leaf_count=98 3019 83 1124 66 50 79 21 71 24 91 54
internal_value=0 0.000156704 0.000241994 -0.000247757 6.79489e-08 -0.000340559 7.08968e-05 -0.000249339 -0.00100285 -0.00152831 -0.000755064
internal_weight=0 3283.05 3163.99 1135.49 1053.25 890.058 775.439 698.282 448.954 377.441 267.449
internal_count=4780 1761 1678 554 488 438 359 338 267 243 152
is_linear=0
shrinkage=0.06


Tree=541
num_leaves=12
num_cat=0
split_feature=94 12 145 121 123 117 2 1 40 30 99
split_gain=0.035259 0.0632104 0.0795449 0.042731 0.0965825 0.131521 0.111949 0.0955604 0.191605 0.132661 0.11159
threshold=0.055838862434029586 0.00040826165059115743 0.0087224207818508166 0.012636432424187662 0.00038414125447161501 0.066585760563611998 0.0026833302108570938 0.00093549740267917525 0.0036604277556762104 0.00057154725072905432 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 7 -6 -5 9 10 -9
right_child=1 2 -4 4 6 -7 -8 8 -10 -11 -12
leaf_value=-6.4322715655169103e-05 0.0018036166312461145 -0.0018986669615391049 0.00096177367310658834 -0.00026953567041954589 -0.0020271623238292502 0.0024867225228919934 0.0009592992128736634 0.0033187695622704425 -0.0021184387574302286 0.0035834798989909664 -0.00031790191882449039
leaf_weight=8283.3386636972427 107.31699657440186 55.691301345825195 93.80869460105896 414.16716849803925 116.65196514129639 117.4013843536377 73.63991904258728 42.464031577110291 53.283788681030273 96.216207265853882 106.01956284046173
leaf_count=4115 32 34 36 268 97 33 34 14 48 22 47
internal_value=0 0.000693332 -0.000104346 -1.92013e-05 0.000347253 0.000626907 -0.000871553 0.000320002 0.00113922 0.00184915 0.000723664
internal_weight=0 256.817 149.5 9303.18 1019.84 829.552 190.292 712.151 297.984 244.7 148.484
internal_count=4780 102 70 4678 563 432 131 399 131 83 61
is_linear=0
shrinkage=0.06


Tree=542
num_leaves=12
num_cat=0
split_feature=67 12 102 63 85 54 24 102 78 41 150
split_gain=0.0323871 0.198707 0.155514 0.109872 0.10087 0.0852973 0.0840724 0.0707792 0.0778653 0.06866 0.0545946
threshold=0.0044099434744566688 0.0010263677686452868 0.00052132029668428015 0.0046923852059990176 0.0014427106943912806 0.00087947337306104611 0.0013986918493174019 0.0056525857653468856 0.0079489401541650313 0.0003614811430452392 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 10 -4 -7 -9 -5 -6
right_child=1 2 3 9 5 7 -8 8 -10 -11 -12
leaf_value=-3.3253189215965075e-05 0.0024384912275348266 -0.0032414141286756007 -0.00061209536629404327 0.002499087214198802 -0.0027940016250083575 0.0013068735631266279 -0.0050120713829080281 0.00096768024815982619 -0.0025106662306905387 0.00019406095337440668 0.00024677120685355182
leaf_weight=8767.3471274375916 137.66383731365204 51.157308220863342 35.709880590438843 98.436365127563477 52.361064553260803 173.18636310100555 27.751973271369934 46.90434730052948 45.606913566589355 88.16462254524231 35.709880590438843
leaf_count=4454 27 38 16 24 31 59 25 18 33 39 16
internal_value=0 0.000367212 -6.84294e-05 0.000200882 -0.000340404 5.4976e-05 -0.00254107 0.000591404 -0.000747961 0.0014107 -0.00156219
internal_weight=0 792.653 654.989 603.831 417.23 353.769 63.4619 265.698 92.5113 186.601 88.0709
internal_count=4780 326 299 261 198 157 41 110 51 63 47
is_linear=0
shrinkage=0.06


Tree=543
num_leaves=12
num_cat=0
split_feature=52 100 10 101 47 135 29 146 128 24 108
split_gain=0.0317945 0.155828 0.245586 0.245054 0.257265 0.247759 0.177696 0.170876 0.209025 0.23982 0.230502
threshold=0.0060143163427710542 0.0021592099219560628 0.017724351026117805 0.0087224207818508166 0.0011980500421486797 0.00057154725072905432 0.011519505176693203 0.0021592099219560628 0.00017767510871635753 0.0022975050378590827 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -4 -3 9 -9 -10
right_child=1 7 6 4 5 -7 -8 8 10 -11 -12
leaf_value=7.5922684840009093e-05 -5.5758700660207334e-05 0.0014337571531210251 -0.0010381235687084774 0.00023064305453143576 -0.0019995058517224763 -0.0072306687232470603 -0.0063433372079313597 -0.0056324211147206872 0.0024163736334561511 -0.00073091285355525882 -0.0001329374494399048
leaf_weight=6450.5515273809433 1406.0203400850296 365.33774542808533 47.82707142829895 102.78300344944 102.68932604789734 47.733394026756287 43.293078303337097 42.1829993724823 166.61956691741943 239.69742155075073 545.26420962810516
leaf_count=3426 539 127 35 36 44 43 39 38 45 127 281
internal_value=0 -0.000157644 -0.00053191 -0.00036525 -0.00208312 -0.0036632 -0.00356293 0.000324367 -8.35821e-05 -0.00146615 0.000463996
internal_weight=0 3109.45 1750.35 1659.23 253.206 150.423 91.1201 1359.1 993.764 281.88 711.884
internal_count=4780 1354 736 662 123 87 74 618 491 165 326
is_linear=0
shrinkage=0.06


Tree=544
num_leaves=12
num_cat=0
split_feature=20 133 98 121 104 120 5 129 118 94 80
split_gain=0.0368366 0.127308 0.0894934 0.110603 0.12111 0.100219 0.11001 0.149508 0.089026 0.0787647 0.192057
threshold=0.0042751494329422721 0.00055427959887310873 0.0072436286136507997 0.00064626874518580746 0.024810968898236755 0.0010263677686452868 0.0011261500185355546 0.000490355829242617 0.0019672545604407792 0.0062037324532866487 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 8 6 -4 -8 -5 10 -3
right_child=1 2 5 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-4.9441975263432522e-05 -0.0026255861569557475 -0.0013691116919898091 -0.0006433418594472154 -0.00092295249190726817 0.001447141515579312 0.0039952760712967262 0.0029155870835760856 -0.00019791182062470515 -0.0038192461024156169 0.0014123846438936726 0.0010693005826573393
leaf_weight=8130.5084309577942 52.173709750175476 198.98516082763672 118.96580040454865 174.65710175037384 61.522728204727173 40.243873715400696 132.01976525783539 95.747820258140564 48.843472957611084 226.84486138820648 279.48695814609528
leaf_count=4042 47 155 91 125 15 12 30 62 44 75 82
internal_value=0 0.000280819 0.000391098 8.87315e-05 -0.000908529 0.00116468 0.00083509 0.00160724 -0.00155733 0.000491803 5.51488e-05
internal_weight=0 1429.49 1377.32 990.34 285.023 386.977 346.733 227.768 223.501 705.317 478.472
internal_count=4780 738 691 496 184 195 183 92 169 312 237
is_linear=0
shrinkage=0.06


Tree=545
num_leaves=12
num_cat=0
split_feature=75 131 89 98 56 145 67 89 18 124 14
split_gain=0.0355038 0.14472 0.11434 0.108655 0.165721 0.0752491 0.0655193 0.0613131 0.0904635 0.0658243 0.0515446
threshold=0.023343417793512348 0.0063990866765379914 0.0030382014811038975 0.00017767510871635753 0.00096484774257987748 0.0016331639490090313 0.0054799309000372895 0.0056525857653468856 0.0010585968848317864 0.0026012937305495147 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 7 5 -5 -6 8 9 -2 -1
right_child=1 2 -4 4 6 -7 -8 -9 -10 -11 -12
leaf_value=0.00018131839297856085 -2.6828266257285074e-05 -0.0030870568263250608 0.00058635351554136184 0.0030614574117019595 -0.0027062640026630147 0.00096365413115457525 0.00076963889690264287 0.0010201809172255248 0.0011809451819307891 -0.0031032330986897148 -0.00013088372061610101
leaf_weight=2773.600105047226 41.353952646255493 68.824893712997437 54.674899816513062 156.62885653972626 37.836361050605774 101.57924711704254 40.150196313858032 100.65652298927307 51.438340425491333 63.368176460266113 6069.8881314992905
leaf_count=1391 13 62 25 36 26 43 20 26 14 49 3075
internal_value=0 0.000406137 -0.00146163 0.000795297 0.00150497 0.00223687 -0.000918054 -0.000133953 -0.000878051 -0.00188957 -3.29662e-05
internal_weight=0 716.511 123.5 593.012 336.195 258.208 77.9866 256.817 156.16 104.722 8843.49
internal_count=4780 314 87 227 125 79 46 102 76 62 4466
is_linear=0
shrinkage=0.06


Tree=546
num_leaves=12
num_cat=0
split_feature=116 141 94 0 34 100 142 31 81 94 50
split_gain=0.0331566 0.132438 0.138617 0.0964951 0.138219 0.246685 0.0836449 0.0783183 0.0816649 0.0632949 0.153491
threshold=0.01884530205279589 0.00085274505545385193 0.00080172589514404546 0.0066005610860884198 0.0046923852059990176 0.0092791137285530585 0.018276390619575981 0.00052132029668428015 0.013860232196748258 0.00017767510871635753 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 -3 6 -6 8 -5 10 -1
right_child=1 3 -4 7 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00069301652744259499 -0.00037016790656435892 0.0010276295206136145 0.0032317028392997043 0.0022226962373554163 -0.0026898253415896856 0.00095761150050975455 -0.0065677063122458901 -0.00077404730153540064 2.4594132848235781e-05 -0.00010156790442394008 0.00074323384181614787
leaf_weight=370.04504346847534 61.335373401641846 89.462056279182434 102.97035825252533 131.92608785629272 81.035761952400208 68.089524388313293 26.641894340515137 101.20453751087189 112.86739122867584 7444.9855165481567 969.43613839149475
leaf_count=204 31 24 20 38 73 29 24 75 37 3764 461
internal_value=0 0.000375991 0.00188772 -3.06228e-05 -0.00089149 -0.00186831 -0.0036545 0.000629353 0.00120964 -3.32522e-05 0.000346433
internal_weight=0 775.533 164.306 611.227 265.229 175.767 107.678 345.998 244.793 8784.47 1339.48
internal_count=4780 351 51 300 150 126 97 150 75 4429 665
is_linear=0
shrinkage=0.06


Tree=547
num_leaves=12
num_cat=0
split_feature=63 92 85 27 115 92 121 148 3 33 39
split_gain=0.0339881 0.121089 0.142323 0.11936 0.106953 0.129972 0.124504 0.118098 0.124425 0.114473 0.1064
threshold=0.00042089859198313212 0.0014427106943912806 0.0038949446752667431 0.0013560238294303419 0.0020292587578296666 0.0049928687512874612 0.0053125319536775359 0.0034400182776153092 0.00064626874518580746 0.0046923852059990176 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 8 -6 -7 -2
right_child=10 4 -4 -5 7 9 -8 -9 -10 -11 -12
leaf_value=0.0011758759041374332 -0.00072900634091199929 -0.0044582059463647086 -0.0011189362060171557 -0.00053927258880046589 0.00092469448968830444 -0.00096915409969847675 0.00038646950499682129 0.0011262081461121396 -0.0019564718003394418 0.0028188418087727539 1.7618483955334147e-05
leaf_weight=826.78397083282471 763.68277668952942 66.604735851287842 148.10888481140137 177.34564661979675 91.494859337806702 198.06243669986725 26.7355717420578 249.9691641330719 131.27034604549408 33.489722728729248 6846.4515681266785
leaf_count=381 405 60 93 87 42 138 16 112 94 14 3338
internal_value=0 0.000223446 0.00061682 0.000872929 -0.000344821 -0.00118273 -0.00307161 0.000231169 -0.000773226 -0.00042031 -5.73145e-05
internal_weight=0 1949.87 1152.24 1004.13 797.627 324.892 93.3403 472.734 222.765 231.552 7610.13
internal_count=4780 1037 561 468 476 228 76 248 136 152 3743
is_linear=0
shrinkage=0.06


Tree=548
num_leaves=12
num_cat=0
split_feature=20 111 57 94 98 80 46 25 105 4 53
split_gain=0.0353841 0.0963167 0.0924029 0.138035 0.125223 0.13947 0.241102 0.150697 0.0897627 0.0878057 0.147077
threshold=0.0042751494329422721 0.0087224207818508166 0.00075379351619631063 0.0062037324532866487 0.02636832278221846 0.0036604277556762104 0.0081988852471113222 0.00062670491752214741 0.0036604277556762104 0.0005375427135732026 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 -2 -7 -8 -9 10 -1
right_child=2 -3 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=0.00041367933231649964 -0.0013188589299005565 -0.00266740198816147 0.0013633505848560654 0.0011041886569716321 0.0016654436339354481 0.0014681070695271665 0.00066487813174478916 -0.0060941701256178983 -0.0017100971416724492 -0.00017737941215245759 -0.00082290383183798851
leaf_weight=2426.3187046051025 426.73869645595551 50.140906691551208 234.70909130573273 330.45691156387329 99.359089255332947 222.40454566478729 48.014426231384277 31.082210063934326 36.726282119750977 5250.247071146965 403.80174851417542
leaf_count=1159 344 29 74 136 41 71 19 28 25 2563 291
internal_value=0 -4.84502e-05 0.000275234 6.13828e-05 -0.000337394 -0.00059772 0.000312255 -0.00190658 -0.00372569 -3.2166e-05 0.000237221
internal_weight=0 8130.51 1429.49 1194.78 864.325 764.966 338.227 115.823 67.8085 8080.37 2830.12
internal_count=4780 4042 738 664 528 487 143 72 53 4013 1450
is_linear=0
shrinkage=0.06


Tree=549
num_leaves=12
num_cat=0
split_feature=10 116 3 53 42 24 61 93 47 123 100
split_gain=0.0317931 0.116235 0.148692 0.145475 0.12085 0.107622 0.136012 0.117365 0.0919776 0.0849105 0.0635692
threshold=0.037906534969806678 0.0044099434744566688 0.00082683752407319855 0.059226244688034065 0.014293605927377941 0.00060774214216507982 0.012636432424187662 0.0070226341485977182 0.029773407615721229 0.0044099434744566688 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 8 -4 7 10 9 -3 -2 -7
right_child=1 2 4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-3.1121226232883876e-05 -0.0012233056783104326 0.00047305881908880638 0.0041698086194293209 0.0020997156606772848 0.00079572469057992976 -0.0044353789768489423 0.0010453024836946992 0.0036059992566425743 -0.0025973814853513552 0.0026130053006426634 -0.0015644176430916262
leaf_weight=8846.6451684236526 80.019360423088074 70.403359651565552 79.471345901489258 83.817984223365784 73.63991904258728 39.962841510772705 58.005136609077454 39.040117383003235 69.934972643852234 27.939328074455261 91.120149731636047
leaf_count=4388 64 23 15 27 34 36 28 19 63 9 74
internal_value=0 0.000385246 0.001108 0.00012329 0.0025486 -0.000426153 -0.00137251 0.000791275 -0.0010578 -0.000228983 -0.00244239
internal_weight=0 713.355 377.268 224.156 153.111 336.087 189.088 146.999 140.338 107.959 131.083
internal_count=4780 392 162 113 49 230 138 92 86 73 110
is_linear=0
shrinkage=0.06


Tree=550
num_leaves=12
num_cat=0
split_feature=94 12 65 72 78 8 100 43 68 52 8
split_gain=0.0329303 0.0536865 0.0787353 0.0584789 0.0403314 0.217753 0.254699 0.14136 0.138931 0.134848 0.112736
threshold=0.055838862434029586 0.00040826165059115743 0.00060774214216507982 0.0072436286136507997 0.037906534969806678 0.00244467705488205 0.00070876078098081063 0.00064626874518580746 0.0058306583669036635 0.0022975050378590827 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 10 -7 -8 -9 -6
right_child=1 2 -4 -5 5 7 8 9 -10 -11 -12
leaf_value=3.0361040910142684e-05 0.001693280218895712 -0.00073956515625727369 -0.0023377485074339921 0.0020418868937532543 0.00029890981432536271 0.00059199409828861519 -0.0046506238445122236 -8.2830315134955923e-05 -0.0002517623894477477 -0.0045814860482780405 -0.0021106477094787511
leaf_weight=8066.8311225175858 107.31699657440186 50.140906691551208 40.056518912315369 59.302570343017578 223.60830199718475 673.04506385326385 102.22093904018402 62.445452332496643 34.599801659584045 38.852762579917908 101.57924711704254
leaf_count=4211 32 29 28 13 64 194 84 32 15 35 43
internal_value=0 0.000670054 -6.50998e-05 0.000768069 -1.85479e-05 -0.000337641 -0.00136836 0.000277432 -0.00353922 -0.0018111 -0.000454184
internal_weight=0 256.817 149.5 109.443 9303.18 1236.35 462.008 774.343 136.821 101.298 325.188
internal_count=4780 102 70 42 4678 467 206 261 99 67 107
is_linear=0
shrinkage=0.06


Tree=551
num_leaves=12
num_cat=0
split_feature=124 69 92 19 105 148 20 38 129 88 148
split_gain=0.0338445 0.10662 0.112175 0.13457 0.123845 0.089301 0.0809342 0.0846146 0.106299 0.0684611 0.0696803
threshold=0.028884131461381916 0.0045489775948226461 0.037906534969806678 0.0013986918493174019 0.0036604277556762104 0.0070226341485977182 0.000490355829242617 0.0013986918493174019 0.059226244688034065 0.018276390619575981 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 9 -6 7 8 -2 -5 -11
right_child=1 -3 -4 4 5 -7 -8 -9 -10 10 -12
leaf_value=-3.554830095857486e-05 -0.0020669534546661592 0.0024379673607856419 0.001922663207372224 -0.0010731701294264197 0.0025339174401455347 -0.0013345651563733173 0.001359363819774992 0.0014839873208239869 0.0012533124179058366 -0.0060746045287239274 -0.002240428082120406
leaf_weight=8699.7259900569916 111.38260269165039 80.394070029258728 109.63083183765411 77.799202561378479 41.353952646255493 44.496834635734558 202.23577010631561 68.276879191398621 50.328261494636536 26.641894340515137 47.733394026756287
leaf_count=4385 68 32 26 62 13 32 69 13 13 24 43
internal_value=0 0.000358936 0.000144334 -0.000146786 -0.00129213 0.000529646 0.000484108 -0.000285789 -0.00103347 -0.00231958 -0.00362018
internal_weight=0 860.274 779.88 670.249 238.025 85.8508 432.224 229.988 161.711 152.174 74.3753
internal_count=4780 395 363 337 174 45 163 94 81 129 67
is_linear=0
shrinkage=0.06


Tree=552
num_leaves=12
num_cat=0
split_feature=112 42 77 87 7 28 11 106 15 19 17
split_gain=0.0334283 0.0347817 0.179454 0.116248 0.182762 0.112424 0.0921145 0.0937745 0.0918073 0.172157 0.136477
threshold=0.010829726699739696 0.011519505176693203 0.001792412775103003 0.0020292587578296666 0.00047558375808876013 0.0053125319536775359 0.0046923852059990176 0.0098710241727530974 0.060991313308477409 0.0084566329605877417 0.014740333426743748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 8 7 -6 10 -10 -3
right_child=-2 2 3 -5 6 -7 -8 -9 9 -11 -12
leaf_value=2.6006222245338823e-05 0.0005907655826263257 -0.00070981302105661305 -0.0036008563922736185 -0.0032472700164391691 -0.0017250524343973899 0.0034144642677464399 -0.0024139483909360552 0.0016456512573590166 0.00022012165893114233 0.0042293668458231381 0.0019117796609808989
leaf_weight=7918.6847598552704 332.66301953792572 576.70707941055298 63.27449905872345 95.560465455055237 39.962841510772705 35.803557991981506 41.166597843170166 114.99387168884277 212.68081760406494 46.998024702072144 81.504148960113525
leaf_count=3738 235 374 57 78 36 8 29 47 135 10 33
internal_value=0 -2.13509e-05 -0.00030789 -0.00145936 -0.000799714 0.000120789 0.000105382 0.000775806 -8.04315e-06 0.000947084 -0.000384949
internal_weight=0 9227.34 1308.65 354.958 259.398 953.694 196.123 154.957 917.89 259.679 658.211
internal_count=4780 4545 807 247 169 560 112 83 552 145 407
is_linear=0
shrinkage=0.06


Tree=553
num_leaves=12
num_cat=0
split_feature=118 94 92 105 80 78 133 73 118 37 92
split_gain=0.0332762 0.109569 0.221283 0.146593 0.176142 0.17319 0.143005 0.158112 0.167987 0.22687 0.175689
threshold=0.0014427106943912806 0.00043393640953581786 0.00043393640953581786 0.00062670491752214741 0.0062037324532866487 0.0011980500421486797 0.00055427959887310873 0.00017767510871635753 0.00096484774257987748 0.0018488886416889729 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -3 8 9 -8 -11
right_child=-2 6 -4 4 -6 -7 7 -9 -10 10 -12
leaf_value=-0.00098710645161115577 0.00014570356047887594 -0.001534755521235872 0.0010273202550716723 -0.0037293002593467568 0.00039947155026078229 0.001662509120100536 0.00010592743225380652 -0.00035736800982164778 -0.0026706779623233267 -0.00022197644092166309 0.0029671411298450435
leaf_weight=217.85650265216827 3547.0206596851349 280.67666459083557 795.70176076889038 94.356709122657776 61.335373401641846 149.78102815151215 838.80748426914215 3216.0672613382339 58.927860736846924 88.070945143699646 211.39743375778198
leaf_count=172 1635 172 353 85 31 46 408 1733 45 47 53
internal_value=0 -8.60174e-05 0.000397125 -0.000561075 -0.00210355 9.25451e-05 -0.000221789 -0.000138254 0.000450337 0.00061213 0.00202949
internal_weight=0 6012.98 1319.03 523.33 155.692 367.638 4693.95 4413.27 1197.2 1138.28 299.468
internal_count=4780 3145 687 334 116 218 2458 2286 553 508 100
is_linear=0
shrinkage=0.06


Tree=554
num_leaves=12
num_cat=0
split_feature=63 108 92 44 36 14 133 54 94 21 142
split_gain=0.0326877 0.0829063 0.203692 0.126316 0.145306 0.146402 0.142772 0.133937 0.116296 0.165843 0.143537
threshold=0.00042089859198313212 0.0019672545604407792 0.0014427106943912806 0.001792412775103003 0.00075379351619631063 0.00062670491752214741 0.0022272822679951791 0.024810968898236755 0.00093549740267917525 0.00040826165059115743 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 9 -4 -10
right_child=-2 2 8 4 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.0002039581913920167 -5.6201125714847982e-05 0.00045986026064198882 0.0021514185392781178 -0.0028909078523524311 0.0039235677621440477 -0.001847055072257761 0.0039068385119725019 0.0023714080468656951 -0.00078549212059403968 -0.0013402809638965462 -0.0052471001352972953
leaf_weight=898.75174653530121 7610.1343448162079 334.61619508266449 110.64723336696625 29.972131133079529 107.31699657440186 44.496834635734558 74.937352776527405 41.26027524471283 190.198206782341 87.696235537528992 29.972131133079529
leaf_count=462 3743 164 35 27 32 32 19 21 139 79 27
internal_value=0 0.000219136 0.000580886 0.00126018 0.00215842 0.00116337 0.00208044 0.000156259 -0.000445941 0.00060769 -0.00139496
internal_weight=0 1949.87 1051.11 632.6 297.984 190.667 146.17 71.2324 418.514 198.343 220.17
internal_count=4780 1037 575 295 131 99 67 48 280 114 166
is_linear=0
shrinkage=0.06


Tree=555
num_leaves=12
num_cat=0
split_feature=120 58 36 51 149 34 106 104 135 135 36
split_gain=0.0321143 0.121812 0.123935 0.10857 0.137465 0.123407 0.131826 0.135843 0.101497 0.0997918 0.123686
threshold=0.00040826165059115743 0.0095705352723598498 0.0012357163941487672 0.0026012937305495147 0.00042089859198313212 0.0041444667149335155 0.0011980500421486797 0.0025217677466571335 0.00057154725072905432 0.0027679565828293566 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 -5 -7 -8 -2 10 -6
right_child=1 2 -4 5 9 6 7 -9 -10 -11 -12
leaf_value=-5.0068257423590002e-05 -0.00071170224254109434 -0.0021118064058136187 0.00050994195625792438 0.0022187519105490404 0.0012908222574827351 0.003699705597147435 -0.002183961919599073 0.00061210563646970598 -0.0045109135116228518 -0.0013252012306523083 -0.0014009458446945168
leaf_weight=7920.6894631385803 72.436162710189819 145.42033994197845 117.1203521490097 200.20296704769135 304.83141875267029 42.557708978652954 72.248807907104492 461.9146124124527 38.852762579917908 106.84860956668854 76.876478433609009
leaf_count=3950 41 131 57 51 121 6 57 214 35 72 45
internal_value=0 0.000241679 -0.000942486 0.000467543 -0.000138834 0.00093567 0.000489954 0.000233583 -0.00204093 0.000294775 0.000748472
internal_weight=0 1639.31 262.541 1376.77 599.845 776.924 576.721 534.163 111.289 488.557 381.708
internal_count=4780 830 188 642 314 328 277 271 76 238 166
is_linear=0
shrinkage=0.06


Tree=556
num_leaves=12
num_cat=0
split_feature=6 28 28 136 124 150 58 4 82 67 97
split_gain=0.032831 0.0682928 0.0879782 0.0876053 0.0771314 0.130603 0.0703823 0.0644243 0.0634549 0.0669554 0.0578083
threshold=0.00068727668258361529 0.002945306478068233 0.004017772153019906 0.0003614811430452392 0.011169348377734424 0.00068727668258361529 0.0015349716995842757 0.0019672545604407792 0.00096484774257987748 0.0014427106943912806 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 -3 -4 5 -2 -7 -8 9 -6 -1
right_child=1 2 3 -5 8 6 7 -9 -10 -11 -12
leaf_value=-1.0388633995348283e-06 -0.0040213632134637406 0.0024744505020612875 0.0011641199686759428 -0.0018928718958166812 0.0011023453780663211 0.001364878777375523 -6.7797180279207569e-06 -0.0034484376277060871 0.001853370346245848 -0.001677184788763144 -0.00082114486930641027
leaf_weight=8564.9380524158478 39.962841510772705 107.41067397594452 113.97747015953064 47.82707142829895 65.963043928146362 62.63280713558197 52.361064553260803 31.17588746547699 93.80869460105896 59.021538138389587 320.92053830623627
leaf_count=4304 36 24 38 35 19 16 31 20 36 37 184
internal_value=0 0.000403611 0.00114405 0.000259907 -8.88315e-05 -0.000986364 -0.000154413 -0.00129379 0.000674823 -0.000210525 -3.06666e-05
internal_weight=0 674.141 269.215 161.805 404.926 186.133 146.17 83.537 218.793 124.985 8885.86
internal_count=4780 292 97 73 195 103 67 51 92 56 4488
is_linear=0
shrinkage=0.06


Tree=557
num_leaves=12
num_cat=0
split_feature=135 29 21 127 23 15 96 87 29 0 113
split_gain=0.0329568 0.18542 0.14441 0.137108 0.133649 0.0958519 0.157846 0.223863 0.143257 0.137923 0.133722
threshold=0.0018488886416889729 0.018276390619575981 0.001792412775103003 0.00066645268816500913 0.045367386192083366 0.023343417793512348 0.0042751494329422721 0.00090704852482303988 0.007706565549597145 0.007706565549597145 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 10 8 9 -7 -8 -1
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=6.9601233604287769e-05 -2.3784992828144944e-05 0.0029596374158414591 0.00025282219632733605 4.7244118786066551e-05 -0.0030985316731893882 -0.00089498819407495738 0.001276039090574191 -0.0010241273440187374 0.00066715742638781713 0.0046845384907063421 -0.00051123980911688767
leaf_weight=3572.7538797855377 1806.276397228241 196.77905285358429 336.00730621814728 82.614227890968323 52.26738715171814 341.73100578784943 85.944464683532715 71.419761180877686 553.50314915180206 85.115417957305908 2375.587633728981
leaf_count=1545 1037 56 141 34 39 227 37 32 248 12 1372
internal_value=0 0.000188496 0.0010911 0.00209879 -0.000110417 -6.58636e-05 0.000438693 0.0017963 7.0818e-05 0.00297378 -0.000162374
internal_weight=0 2473.94 615.401 279.393 1858.54 7086.06 1137.71 242.48 895.234 171.06 5948.34
internal_count=4780 1307 231 90 1076 3473 556 81 475 49 2917
is_linear=0
shrinkage=0.06


Tree=558
num_leaves=12
num_cat=0
split_feature=34 61 116 59 102 105 1 122 69 53 69
split_gain=0.0321986 0.0505006 0.140772 0.220415 0.16854 0.131245 0.0975417 0.224664 0.204297 0.169734 0.236242
threshold=0.02636832278221846 0.0019071503775194289 0.012636432424187662 0.0016846025246195497 0.0010918468469753864 0.0025217677466571335 0.00093549740267917525 0.00017767510871635753 0.00039601318712811922 0.0095705352723598498 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 7 9 -8 10 -1
right_child=-2 -3 3 4 -6 -7 8 -9 -10 -11 -12
leaf_value=0.0010497683698178057 0.00031770581623073458 -0.00020496983702677552 -0.0019485736263251026 0.002445269860872277 0.0032362788745341985 -0.0018759098931915444 -0.00097677951511442886 -0.00095598835055016231 0.00017950657259885891 -0.0009582915779462526 -0.0014788045140071092
leaf_weight=1398.9851568937302 1024.9400849342346 3701.4808861017227 61.241696000099182 46.998024702072144 163.28933012485504 54.581222414970398 898.56439173221588 421.10867428779602 1418.1234810352325 223.78160691261292 146.90512847900391
leaf_count=565 511 1952 39 10 42 33 478 250 655 145 100
internal_value=0 -3.81932e-05 8.95234e-05 0.00129314 0.00204312 0.000123824 2.4165e-06 0.000289431 -0.000269 0.000585827 0.000809399
internal_weight=0 8535.06 4833.58 326.11 264.869 101.579 4507.47 2190.78 2316.69 1769.67 1545.89
internal_count=4780 4269 2317 124 85 43 2193 1060 1133 810 665
is_linear=0
shrinkage=0.06


Tree=559
num_leaves=12
num_cat=0
split_feature=138 52 97 82 32 70 146 129 128 98 39
split_gain=0.033058 0.0959699 0.131825 0.0968713 0.178922 0.180888 0.115315 0.113505 0.137863 0.111851 0.222815
threshold=0.0020292587578296666 0.00017767510871635753 0.0098710241727530974 0.00017767510871635753 0.0012357163941487672 0.00082683752407319855 0.0063990866765379914 0.00017767510871635753 0.0014427106943912806 0.00066645268816500913 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 8 -5 10 -6
right_child=1 3 -4 7 9 6 -8 -9 -10 -11 -12
leaf_value=-7.0111275251701579e-05 -0.0024064328424211493 0.00079813300376052284 0.001069729662482907 0.0033699515495533841 -0.001088497932010164 0.0016213434387024942 0.0050441913316220258 -0.00012287161154392488 -0.00081239874411246954 -0.0022589718053070522 0.0026447233775931745
leaf_weight=6855.4914546012878 112.2116494178772 363.2112649679184 60.318971872329712 74.843675374984741 150.70375227928162 71.419761180877686 70.497037053108215 1583.61891913414 45.606913566589355 79.096636295318604 92.979647874832153
leaf_count=3524 93 117 22 27 63 32 15 796 33 47 11
internal_value=0 0.000177602 -0.00119121 0.000270916 0.000803315 0.0015083 0.00332399 1.22231e-05 0.001787 -0.000300058 0.000336448
internal_weight=0 2704.51 172.531 2531.98 827.908 505.128 141.917 1704.07 120.451 322.78 243.683
internal_count=4780 1256 115 1141 285 164 47 856 60 121 74
is_linear=0
shrinkage=0.06


Tree=560
num_leaves=12
num_cat=0
split_feature=11 101 143 65 5 40 58 5 138 20 17
split_gain=0.0330163 0.107943 0.234646 0.147337 0.127165 0.11855 0.109624 0.149377 0.0849085 0.178825 0.241368
threshold=0.0014427106943912806 0.05109804309904576 0.0070226341485977182 0.011169348377734424 0.0014881226234138014 0.00244467705488205 0.044033329933881767 0.00057154725072905432 0.00096484774257987748 0.0022272822679951791 0.040252277627587325
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 5 -4 -3 8 -8 9 10 -2
right_child=1 2 4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00014247025192660012 -0.00047176936136348056 -0.0082304772373593994 -0.0021138488044247731 0.00011553489303567157 0.0010649746256002023 -0.003179325698736326 0.002969166994709652 -0.00020245751326516644 0.00018560995608338015 0.00042290950072523901 -0.0040003312392225604
leaf_weight=3630.5295119285583 2046.9105927944183 25.531815409660339 67.99584698677063 29.049407005310059 135.25632464885712 48.843472957611084 101.67292451858521 112.58635902404785 2403.3817566633224 886.08654117584229 72.155130505561829
leaf_count=1880 1084 23 37 10 41 44 35 61 1106 394 65
internal_value=0 -8.72749e-05 -0.00118325 -0.00350836 1.01659e-06 -0.00492203 -2.74784e-05 0.00130326 -8.02189e-05 -0.000292816 -0.000592102
internal_weight=0 5929.47 306.677 103.425 203.252 74.3753 5622.79 214.259 5408.53 3005.15 2119.07
internal_count=4780 2900 155 77 78 67 2745 96 2649 1543 1149
is_linear=0
shrinkage=0.06


Tree=561
num_leaves=12
num_cat=0
split_feature=110 93 71 13 100 112 98 58 142 100 95
split_gain=0.0327579 0.0687246 0.0786004 0.074489 0.0672701 0.0450977 0.0373944 0.0647495 0.189536 0.345425 0.237738
threshold=0.024066280573606495 0.0023699469165876512 0.010829726699739696 0.00040826165059115743 0.0016331639490090313 0.0021592099219560628 0.049604203552007682 0.0035485138650983576 0.013439828064292671 0.0018488886416889729 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -3 7 -1 -9 10 -10
right_child=1 5 -4 -5 -6 -7 -8 8 9 -11 -12
leaf_value=6.4915812530120617e-05 -0.0048242634143326763 0.0019051901449658108 0.0012205288098159888 0.00095889468589814943 -0.0010466817538122924 0.00041113924549534251 0.00039436006453774338 -8.2531086131852898e-05 -0.00096791717199205818 -0.00039472209256105487 -0.0062931209694208588
leaf_weight=5366.6601537466049 28.862052202224731 123.96818053722382 59.115215539932251 30.065808534622192 41.166597843170166 175.95453548431396 706.05234968662262 2573.4627156257629 51.344663023948669 330.08220195770264 73.265209436416626
leaf_count=2393 26 47 29 19 29 110 345 1526 22 168 66
internal_value=0 0.000494396 -0.000512925 -0.00153689 -0.00260826 0.00102911 -2.49813e-05 -6.02546e-05 -0.000282083 -0.00141124 -0.00410144
internal_weight=0 459.132 159.21 100.094 70.0287 299.923 9100.87 8394.81 3028.15 454.692 124.61
internal_count=4780 260 103 74 55 157 4520 4175 1782 256 88
is_linear=0
shrinkage=0.06


Tree=562
num_leaves=12
num_cat=0
split_feature=75 37 71 124 9 23 89 23 77 1 138
split_gain=0.0298051 0.152594 0.10175 0.135636 0.0867253 0.0676804 0.0649361 0.123652 0.0982584 0.0713561 0.100309
threshold=0.023343417793512348 0.0027679565828293566 0.00017767510871635753 0.00899649551138282 0.00040826165059115743 0.0044099434744566688 0.0048403022810816774 0.013860232196748258 0.016164712607860569 0.00062670491752214741 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -5 -1 9 -9 10 -8
right_child=1 -3 3 5 -6 -7 7 8 -10 -11 -12
leaf_value=1.4335070059917795e-05 -0.00069889677690361063 -0.0020040420790819287 0.002880647923240449 0.00041339005126316859 0.00076043852382211557 -0.002541197116371032 -0.0035850765947888345 -0.0045990498853162344 -0.0003431207634625803 0.00010084693723340406 -0.0001945797897739427
leaf_weight=8226.5232335329056 145.15335762500763 85.569755077362061 159.95909333229065 169.66877150535583 122.85810160636902 33.302367925643921 51.063630819320679 46.623315095901489 33.583400130271912 404.2841854095459 81.410471558570862
leaf_count=4177 58 69 39 72 46 30 46 42 6 154 41
internal_value=0 0.000372129 0.000694657 0.00111111 0.00196021 -7.23947e-05 -3.01932e-05 -0.000623833 -0.00281969 -0.000295245 -0.0015032
internal_weight=0 716.511 630.942 485.788 282.817 202.971 8843.49 616.965 80.2067 536.758 132.474
internal_count=4780 314 245 187 85 102 4466 289 48 241 87
is_linear=0
shrinkage=0.06


Tree=563
num_leaves=12
num_cat=0
split_feature=90 7 4 90 2 17 9 118 87 90 137
split_gain=0.0324498 0.0802976 0.103782 0.0529175 0.108997 0.0923352 0.132181 0.112891 0.0963724 0.0644008 0.0510524
threshold=0.0020932231564074759 0.00062670491752214741 0.0005375427135732026 0.00090704852482303988 0.015200819820165636 0.0033348383149132137 0.0011261500185355546 0.0032328735105693345 0.00017767510871635753 0.00082683752407319855 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 5 7 -7 10 -9 -1 -5
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-5.1058755682562148e-06 0.0011053305084191135 0.0013483553869133044 -0.0029958303128235454 -0.00036863097774902947 0.0021827269786282269 -0.0057847171067579375 -8.0541128011596156e-05 -0.00047850706002486987 -0.0046112074145303649 0.0015933197665812992 0.0018795481268518012
leaf_weight=8790.8601896762848 46.716992497444153 186.60098767280579 42.1829993724823 173.64070022106171 42.370354175567627 32.192288994789124 26.7355717420578 41.26027524471283 39.962841510772705 91.588536739349365 45.887945771217346
leaf_count=4362 34 63 38 116 22 29 16 21 36 34 9
internal_value=0 0.000641561 -0.000841848 -1.90851e-05 -0.000692281 -0.00103147 -0.00320125 -0.000605411 -0.00251502 1.13935e-05 0.000101946
internal_weight=0 275.501 88.9 9284.5 402.05 359.68 58.9279 300.752 81.2231 8882.45 219.529
internal_count=4780 135 72 4645 249 227 45 182 57 4396 125
is_linear=0
shrinkage=0.06


Tree=564
num_leaves=12
num_cat=0
split_feature=93 107 112 4 91 112 40 77 88 42 84
split_gain=0.0305346 0.0968267 0.0979544 0.0888528 0.0843138 0.0744537 0.0699053 0.0729312 0.0803766 0.0876231 0.0677208
threshold=0.010829726699739696 0.0012357163941487672 0.00040826165059115743 0.00017767510871635753 0.0018488886416889729 0.00057154725072905432 0.028884131461381916 0.012636432424187662 0.0012745757703669371 0.049604203552007682 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -4 7 8 9 10 -7
right_child=1 2 5 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-4.4325046519194021e-05 0.00042089825616703741 -0.0028548897639517935 0.0028611215132808951 -0.00028906131178714272 0.0031019275777872083 -0.0011392717142498807 0.0024513920343117485 -0.0025358019260823248 0.00081871781727594197 0.002414372955903982 0.00012415555158060701
leaf_weight=8167.1550855636597 69.105925917625427 41.072920441627502 34.599801659584045 85.944464683532715 108.61443030834198 310.18040871620178 41.353952646255493 41.072920441627502 321.20157051086426 38.946439981460571 300.75176274776459
leaf_count=3978 38 37 15 37 17 239 13 37 160 27 182
internal_value=0 0.000259606 1.78312e-05 0.00129464 0.00206024 0.000126521 3.64464e-05 -6.24544e-05 4.24089e-05 -0.000341348 -0.000517389
internal_weight=0 1392.84 1129.18 263.665 177.72 1088.11 1053.51 1012.15 971.08 649.879 610.932
internal_count=4780 802 710 92 55 673 658 645 608 448 421
is_linear=0
shrinkage=0.06


Tree=565
num_leaves=12
num_cat=0
split_feature=121 56 5 47 101 31 103 18 144 8 2
split_gain=0.0302393 0.132723 0.0955772 0.0901982 0.139293 0.135818 0.114946 0.102959 0.0990541 0.0772876 0.152902
threshold=0.0063990866765379914 0.0015833032084628942 0.1710825711488724 0.0042751494329422721 0.0087224207818508166 0.00082683752407319855 0.0012357163941487672 0.0037758676335215573 0.0023699469165876512 0.0021592099219560628 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 7 6 -6 -2 -7 -5 -11
right_child=1 -3 -4 9 5 8 -8 -9 -10 10 -12
leaf_value=-3.211012649483881e-05 -0.0018879958249048826 0.0029738855753650806 -0.0029666528644736161 -0.00028501987488643334 -6.3840655381339055e-05 -0.0038997305910767697 0.0030984334867539751 0.00080433288949192429 0.0011527681965229593 0.00060917233767550372 0.0042853991000855619
leaf_weight=7979.5376963615417 243.38831806182861 61.429050803184509 40.056518912315369 316.19919037818909 82.614227890968323 34.412446856498718 82.80158269405365 64.665610194206238 23.405334949493408 587.82191860675812 43.667787909507751
leaf_count=3906 195 23 28 204 34 31 18 34 13 287 7
internal_value=0 0.000243437 -4.68045e-05 0.000129835 -0.00049591 0.000645185 0.00152 -0.00132275 -0.00185596 0.000480652 0.000864023
internal_weight=0 1540.41 8019.59 1478.98 531.288 223.234 165.416 308.054 57.8178 947.689 631.49
internal_count=4780 846 3934 823 325 96 52 229 44 498 294
is_linear=0
shrinkage=0.06


Tree=566
num_leaves=12
num_cat=0
split_feature=63 85 72 108 71 81 100 133 107 141 118
split_gain=0.0301719 0.0959803 0.126684 0.122285 0.0916048 0.111805 0.225464 0.160083 0.154233 0.14485 0.143376
threshold=0.00042089859198313212 0.00046126570669002836 0.00064626874518580746 0.0030382014811038975 0.030689206905663017 0.0025217677466571335 0.0013986918493174019 0.0095705352723598498 0.00087947337306104611 0.00085274505545385193 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 8 -7 -8 9 10 -1
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0014968716277514455 -5.3986414430519166e-05 -0.0039809554573491009 3.8513277262456309e-05 -0.00032387552996481118 -0.00032458133269532344 0.0024233344142272706 -0.0042965186125842368 0.001743659530086609 0.00097068653112429787 -0.0038303592493695595 0.0031171530694801206
leaf_weight=74.56264317035675 7610.1343448162079 61.054341197013855 597.5315967798233 71.326083779335022 326.0962233543396 281.80079340934753 34.412446856498718 29.049407005310059 385.96085810661316 52.26738715171814 35.803557991981506
leaf_count=51 3743 55 320 40 221 76 31 10 186 39 8
internal_value=0 0.000210543 -0.000333651 -0.00201227 0.000536141 0.00085015 0.00169585 -0.00153326 0.00031769 -0.00123164 1.41667e-06
internal_weight=0 1949.87 729.912 132.38 1219.95 893.857 345.263 63.4619 548.594 162.634 110.366
internal_count=4780 1037 415 95 622 401 117 41 284 98 59
is_linear=0
shrinkage=0.06


Tree=567
num_leaves=12
num_cat=0
split_feature=112 3 128 14 73 147 83 101 99 85 77
split_gain=0.0330377 0.0354318 0.177982 0.179261 0.155606 0.119792 0.148179 0.100372 0.10797 0.14633 0.0931097
threshold=0.010829726699739696 0.00244467705488205 0.0084566329605877417 0.0034400182776153092 0.0010585968848317864 0.05109804309904576 0.0026833302108570938 0.00017767510871635753 0.0056525857653468856 0.00080172589514404546 0.02636832278221846
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 -1 -7 8 9 -6 -11
right_child=-2 4 3 -5 7 6 -8 -9 -10 10 -12
leaf_value=-8.9938379412054866e-05 0.00058731523519747731 0.002456832921978006 -0.0054096886466686459 -0.00057038698849307362 -0.0027606487789460796 0.0035955214581059728 -0.00018198179835834444 -0.0002386358459798203 0.0019803409943323501 8.0445056157587864e-05 0.0016432033405118854
leaf_weight=6501.455903172493 332.66301953792572 102.87668085098267 44.403157234191895 72.436162710189819 53.377466082572937 71.607115983963013 78.08023476600647 1438.9339485168457 159.95909333229065 517.51223635673523 186.69466507434845
leaf_count=3294 235 28 40 41 40 16 38 698 39 256 55
internal_value=0 -2.12142e-05 -9.20887e-05 -0.00241255 0.000173824 -5.129e-05 0.00162629 7.40544e-05 0.000564402 0.000265214 0.000494928
internal_weight=0 9227.34 6767.98 116.839 2459.35 6651.14 149.687 2356.48 917.543 757.584 704.207
internal_count=4780 4545 3429 81 1116 3348 54 1088 390 351 311
is_linear=0
shrinkage=0.06


Tree=568
num_leaves=12
num_cat=0
split_feature=98 37 101 22 28 23 68 81 144 60 95
split_gain=0.0309431 0.10543 0.149396 0.126687 0.0924196 0.0823423 0.219248 0.186383 0.239724 0.184263 0.127456
threshold=0.00017767510871635753 0.0018488886416889729 0.0013146653072908523 0.00052132029668428015 0.0045489775948226461 0.011169348377734424 0.00064626874518580746 0.016668972559273246 0.00017767510871635753 0.0022272822679951791 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 -1 8 -8 -10 -7
right_child=-2 2 -4 -5 -6 10 7 -9 9 -11 -12
leaf_value=0.00037842650788626046 5.5374903038981661e-05 -0.0052044197419047391 0.00050984653906191771 -0.00046019874963562949 -0.0011083519290219163 -0.00044788347179881301 -0.0045086467686968621 -0.0054024617226501072 0.00013091725740557288 -0.0038258406611320441 0.0011945520555192541
leaf_weight=596.622922539711 7566.6258119344711 63.27449905872345 96.028852462768555 64.852964997291565 28.955729603767395 305.66046547889709 60.037939667701721 37.74268364906311 307.88062334060669 49.030827760696411 383.28636312484741
leaf_count=206 3914 57 38 18 18 146 46 34 148 28 127
internal_value=0 -0.000210335 -0.00135425 -0.00249341 -0.00392105 -4.38905e-05 -0.000377981 -0.00137036 -0.00100417 -0.000413563 0.000465904
internal_weight=0 1993.37 253.112 157.083 92.2302 1740.26 1051.31 454.692 416.949 356.911 688.947
internal_count=4780 866 131 93 75 735 462 256 222 176 273
is_linear=0
shrinkage=0.06


Tree=569
num_leaves=12
num_cat=0
split_feature=146 19 44 80 77 35 59 128 15 24 12
split_gain=0.0305961 0.110841 0.127227 0.117546 0.148786 0.168791 0.143236 0.154104 0.0986113 0.104942 0.104581
threshold=0.0010263677686452868 0.011880517937242987 0.0010918468469753864 0.01884530205279589 0.016164712607860569 0.0014427106943912806 0.0019672545604407792 0.00093549740267917525 0.0022975050378590827 0.0095705352723598498 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8 -4 10 -10
right_child=-2 -3 8 -5 5 -7 7 -9 9 -11 -12
leaf_value=3.6184374757131114e-05 -4.6365050933047826e-05 0.0019102373869390916 -0.003467509915802254 0.0018163246727620343 0.0037340462267124231 0.00029531167889321224 -0.0060145938728571003 -0.0008150994963791767 -0.002038497628075731 0.0016037152399802626 0.00011912634706241186
leaf_weight=409.91420757770538 8058.9949923753738 131.7387330532074 43.293078303337097 190.21225666999817 74.937352776527405 163.10197532176971 31.082210063934326 60.131617069244385 155.50472772121429 72.71719491481781 168.37133777141571
leaf_count=248 4018 54 39 42 19 58 28 38 132 17 87
internal_value=0 0.000248667 8.86774e-05 0.000486563 0.000144172 0.00137898 -0.000442527 -0.00259154 -0.000751883 -0.00045464 -0.000917137
internal_weight=0 1501 1369.27 929.38 739.167 238.039 501.128 91.2138 439.886 396.593 323.876
internal_count=4780 762 708 433 391 77 314 66 275 236 219
is_linear=0
shrinkage=0.06


Tree=570
num_leaves=12
num_cat=0
split_feature=25 51 114 38 92 96 87 121 53 42 25
split_gain=0.0322047 0.161473 0.147846 0.19067 0.177649 0.15492 0.121336 0.120492 0.132004 0.176434 0.21826
threshold=0.0017376682371832433 0.00043393640953581786 0.0012745757703669371 0.000490355829242617 0.0049928687512874612 0.00043393640953581786 0.0014881226234138014 0.00039601318712811922 0.0081988852471113222 0.00060774214216507982 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -5 -4 8 9 10 -1
right_child=1 -3 6 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0014672265831243846 -0.0062589570428309912 4.4785339420038434e-05 -0.00013447148801921396 0.0017813701861283393 -0.0010373119252991524 -0.0025774540984943427 -0.0032174162860258656 -0.00012545546616073887 -0.00026335323808805971 0.0014551856374662242 0.001189936057848294
leaf_weight=210.55433714389801 58.83418333530426 4243.457008600235 550.26658976078033 53.658498287200928 39.040117383003235 64.571932792663574 50.047229290008545 2797.7127095460892 537.21262490749359 718.82528233528137 235.81917023658752
leaf_count=125 53 1939 237 16 19 42 37 1631 298 308 75
internal_value=0 -0.000103893 -0.000876582 -0.00222193 -0.00417933 -0.000599382 -0.000391985 0.000116731 0.000514721 0.000873442 -6.34952e-05
internal_weight=0 5059.88 816.419 216.105 97.8743 118.23 600.314 4500.12 1702.41 1165.2 446.374
internal_count=4780 2343 404 130 72 58 274 2437 806 508 200
is_linear=0
shrinkage=0.06


Tree=571
num_leaves=12
num_cat=0
split_feature=92 59 79 138 143 68 107 59 104 101 31
split_gain=0.0305396 0.100609 0.150903 0.18711 0.0988063 0.09579 0.173101 0.23068 0.171769 0.170483 0.170313
threshold=0.0034400182776153092 0.031632266007363803 0.00082683752407319855 0.0014881226234138014 0.001792412775103003 0.015675474889576439 0.00046126570669002836 0.023343417793512348 0.0049928687512874612 0.013860232196748258 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 9 -7 10 -6
right_child=1 2 3 -5 5 8 -8 -9 -10 -11 -12
leaf_value=0.00033484077340968893 0.00020019233465764448 3.1196361612943329e-05 -0.0060239414574070824 7.2000613562591523e-05 -0.0038489496272260228 -0.0034734861102605689 3.2793987366117993e-05 0.00057747096387511531 -0.00053577103683761877 0.0015756072850885029 0.00038704442083678747
leaf_weight=1460.6671401262283 3725.2749805450439 136.46008098125458 41.072920441627502 32.379643797874451 174.46974694728851 82.333195686340332 3134.3101799488068 148.76462662220001 548.31341421604156 33.489722728729248 42.464031577110291
leaf_count=758 1836 34 37 13 141 58 1530 37 308 14 14
internal_value=0 0.000128165 -0.00114957 -0.00334026 -8.97413e-05 -0.000238677 -0.000117092 -0.00129367 -0.00091979 -0.00240501 -0.00301997
internal_weight=0 3935.19 209.913 73.4526 5624.81 4164.14 3533.5 399.188 630.647 250.424 216.934
internal_count=4780 1920 84 50 2860 2102 1736 206 366 169 155
is_linear=0
shrinkage=0.06


Tree=572
num_leaves=12
num_cat=0
split_feature=23 52 83 19 109 113 44 80 141 50 79
split_gain=0.0305215 0.0992334 0.169908 0.144001 0.123288 0.109455 0.157786 0.165411 0.273341 0.13547 0.152691
threshold=0.0031340263085439806 0.0026012937305495147 0.0032328735105693345 0.04673989117145539 0.00099512818269431613 0.00080172589514404546 0.001792412775103003 0.0028552538715302949 0.0044099434744566688 0.00047558375808876013 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -4 6 9 8 -8 10 -2
right_child=1 2 4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00019803923382494541 0.0028226019505304218 0.0016420068700831567 -0.0022420214658014906 -0.0020583039504070261 -0.00013607435777539123 9.5898420862783923e-05 -0.00014353523984364495 0.0032106818468904011 0.0039990157076883843 -0.00044343822466748735 -0.00019076488020355772
leaf_weight=2167.3752316236496 125.17193686962128 191.13498079776764 102.31461644172668 86.679834008216858 4383.7812910079956 1522.7238329648972 233.03694796562195 168.93340218067169 75.953754305839539 385.77350330352783 117.1203521490097
leaf_count=1047 40 59 76 70 2122 919 121 39 28 202 57
internal_value=0 5.80011e-05 -0.000109494 0.000346503 -0.000184154 0.000425875 0.000880136 0.00170157 0.00087572 0.000254901 0.00136651
internal_weight=0 7392.62 4677.23 2715.39 4486.1 2628.71 1105.99 477.924 308.991 628.066 242.292
internal_count=4780 3733 2257 1476 2198 1406 487 188 149 299 97
is_linear=0
shrinkage=0.06


Tree=573
num_leaves=12
num_cat=0
split_feature=34 20 20 117 21 0 108 10 100 83 49
split_gain=0.0310209 0.0459352 0.0802549 0.072582 0.0640658 0.0953406 0.04364 0.143574 0.116964 0.233861 0.154085
threshold=0.02636832278221846 0.00080172589514404546 0.00043393640953581786 0.0023699469165876512 0.002945306478068233 0.0034400182776153092 0.0060143163427710542 0.022641776129603389 0.015675474889576439 0.076978169381618514 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -3 -1 8 9 10 -8
right_child=1 4 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=5.4877068876795113e-05 -0.0020465380041269116 0.0034394531249042439 -0.0019752862058702515 0.00048975872300540855 0.00012192832211533893 0.00070627271255193616 -0.00078563648145973648 0.00068806026931019361 0.00067695124260154515 -0.0053550147805956089 0.00059261284365143057
leaf_weight=5831.7035982608795 45.606913566589355 62.63280713558197 71.045051574707031 364.86935842037201 308.80334746837616 171.98260676860809 1520.4099977016449 493.82586920261383 291.13576197624207 36.632604718208313 361.35176682472229
leaf_count=2723 33 16 64 167 165 66 925 267 141 33 180
internal_value=0 0.000311834 -0.000114874 0.000207528 0.000689889 0.00143708 -3.74961e-05 -0.000236759 -0.000443476 -0.000613539 -0.000520956
internal_weight=0 1024.94 481.521 410.476 543.419 234.615 8535.06 2703.36 2209.53 1918.39 1881.76
internal_count=4780 511 264 200 247 82 4269 1546 1279 1138 1105
is_linear=0
shrinkage=0.06


Tree=574
num_leaves=12
num_cat=0
split_feature=98 68 47 0 38 27 30 117 148 121 52
split_gain=0.0296856 0.0792356 0.0883977 0.0636571 0.0795134 0.0746512 0.061573 0.0600529 0.0621211 0.0540506 0.0702068
threshold=0.049604203552007682 0.024810968898236755 0.019431582652032379 0.0020932231564074759 0.00017767510871635753 0.0046923852059990176 0.00057154725072905432 0.0056525857653468856 0.00017767510871635753 0.012636432424187662 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -3 -2 -9 10 -10
right_child=1 6 -4 4 -6 -7 -8 8 9 -11 -12
leaf_value=-3.012680102876572e-05 -0.001492221890618184 -0.0030825537240870581 0.0020892970203910126 -0.0030878665636840906 4.9753066697808907e-05 0.002616578517833998 0.00043458092163996666 0.002289654820682305 0.00058241546705449119 0.00078388048539270697 -0.0035610666946267046
leaf_weight=8843.9566235542297 55.503946542739868 39.962841510772705 115.08754909038544 39.962841510772705 106.01956284046173 59.302570343017578 32.379643797874451 64.852964997291565 31.17588746547699 144.04327869415283 27.751973271369934
leaf_count=4426 50 36 39 36 47 13 13 18 20 57 25
internal_value=0 0.000371508 0.000583153 0.000254908 -0.0008107 0.000661567 -0.0015099 0.000302294 0.000674608 0.000157698 -0.00137168
internal_weight=0 716.043 643.701 528.613 145.982 382.631 72.3425 323.328 267.824 202.971 58.9279
internal_count=4780 354 305 266 83 183 49 170 120 102 45
is_linear=0
shrinkage=0.06


Tree=575
num_leaves=12
num_cat=0
split_feature=110 100 146 90 88 40 60 46 94 147 96
split_gain=0.0294638 0.078027 0.0501135 0.0490168 0.0438845 0.0526699 0.0561434 0.0377661 0.107197 0.0772862 0.0740317
threshold=0.024066280573606495 0.00017767510871635753 0.00077738583786413084 0.00068727668258361529 0.0041444667149335155 0.0031340263085439806 0.0025217677466571335 0.21471316367387774 0.00066645268816500913 0.0038949446752667431 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 5 6 -4 -1 -9 10 -10
right_child=1 2 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-4.6025357302103581e-05 -0.0019842945849513289 0.002017778529782137 4.8677798678698272e-05 -0.0014659716555278075 0.0020014506761760879 -0.0010684212192971628 0.0025038361052851965 0.0023163663998542936 -0.00073801118687287645 -0.0019372043920083484 0.0020227493213987547
leaf_weight=8807.1366640329361 42.276676774024963 84.928063154220581 95.6541428565979 44.496834635734558 68.089524388313293 72.155130505561829 51.532017827033997 93.902372002601624 70.309682250022888 60.131617069244385 69.386958122253418
leaf_count=4409 30 28 70 32 29 65 6 28 31 38 14
internal_value=0 0.000468871 0.000718082 0.00038503 0.000671992 0.000258567 0.000909381 -2.3701e-05 0.000645455 -0.000140497 0.000633717
internal_weight=0 459.132 416.856 331.928 287.431 219.341 147.186 9100.87 293.731 199.828 139.697
internal_count=4780 260 230 202 170 141 76 4520 111 83 45
is_linear=0
shrinkage=0.06


Tree=576
num_leaves=12
num_cat=0
split_feature=94 141 14 113 71 94 81 54 83 40 116
split_gain=0.031755 0.14665 0.198499 0.283077 0.246107 0.219727 0.166711 0.159006 0.149672 0.131343 0.123201
threshold=0.0028552538715302949 0.0016331639490090313 0.0011980500421486797 0.00050559637020342063 0.045367386192083366 0.012252715881913902 0.016668972559273246 0.00046126570669002836 0.010180860292166473 0.00047558375808876013 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 8 10 -8 -5 -10 -2
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=-9.5824943909960281e-05 0.00066437378695242955 -0.0041191377906080132 0.00015462031749761328 -0.00052360565583684567 0.0009708571210000303 0.0017135644806201742 0.00039931753442628588 -0.0050040889958434609 0.00013358609507611028 -0.0042469580993223814 0.003263348311718448
leaf_weight=5409.2553405761719 1195.9062901735306 92.230228662490845 2157.7592308521271 102.50197124481201 230.08142077922821 59.208892941474915 43.574110507965088 35.522525787353516 30.159485936164856 134.41322803497314 69.386958122253418
leaf_count=2779 568 75 1006 60 86 21 15 32 11 113 14
internal_value=0 0.000124797 -0.000122048 -0.00104236 -0.000531659 -0.00159114 0.000640047 -0.00203062 -0.00232415 -0.00344459 0.000807145
internal_weight=0 4150.74 2806.35 648.595 556.365 326.284 1344.39 79.0966 267.075 164.573 1265.29
internal_count=4780 2001 1372 366 291 205 629 47 184 124 582
is_linear=0
shrinkage=0.06


Tree=577
num_leaves=12
num_cat=0
split_feature=93 138 70 30 95 8 107 81 29 125 83
split_gain=0.0307957 0.0886497 0.141837 0.138498 0.1344 0.178733 0.103963 0.084958 0.0776169 0.0566391 0.21612
threshold=0.010829726699739696 0.00044738779251929378 0.0013986918493174019 0.00038414125447161501 0.0012745757703669371 0.00244467705488205 0.020035739988088611 0.0015833032084628942 0.0036604277556762104 0.0041444667149335155 0.045367386192083366
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 6 4 5 -4 7 -2 -6 -1 -11
right_child=1 -3 3 -5 8 -7 -8 -9 -10 10 -12
leaf_value=-0.00016120062378437375 -0.00037685437018770697 0.00073876414271778382 0.0047585512167900986 -0.0016426292190030289 -0.0023542948807085029 0.00054163882513531456 0.00041600014224203253 -0.0028842513547637362 0.00069138693303261872 3.1806432831704248e-05 0.00213064135477795
leaf_weight=5284.7391455173492 77.799202561378479 697.2653956413269 65.869366526603699 82.239518284797668 40.056518912315369 80.206715226173401 99.078057050704956 129.87923491001129 120.4505889415741 2693.5011171102524 188.91482293605804
leaf_count=2683 62 329 27 66 28 48 65 117 60 1238 57
internal_value=0 0.000260719 -0.000218523 0.000542445 0.00112893 0.0024451 -0.00118294 -0.00194558 -6.9693e-05 -4.45098e-05 0.000169434
internal_weight=0 1392.84 695.579 388.823 306.583 146.076 306.756 207.678 160.507 8167.16 2882.42
internal_count=4780 802 473 229 163 75 244 179 88 3978 1295
is_linear=0
shrinkage=0.06


Tree=578
num_leaves=12
num_cat=0
split_feature=100 61 90 51 146 72 102 33 11 100 93
split_gain=0.028602 0.0532691 0.0684255 0.092797 0.0665376 0.0415258 0.0365187 0.14017 0.169395 0.178287 0.136521
threshold=0.034632634371519096 0.00087947337306104611 0.000490355829242617 0.016164712607860569 0.00899649551138282 0.0012357163941487672 0.00052132029668428015 0.013860232196748258 0.00747153488919139 0.0016331639490090313 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 7 8 -1 -10 -11
right_child=1 2 -4 -5 -6 -7 -8 -9 9 10 -12
leaf_value=-3.0144749248930541e-06 0.0017915785405860679 -0.0020867482042540315 0.0015929332499925886 0.0022918448656256071 -0.0035701908856698252 0.00019572364615352882 -9.3456402589783689e-05 -0.0013868221920199902 0.00032904124744418187 0.004237355997048946 0.0012999223190307688
leaf_weight=1676.865549325943 89.368378877639771 41.072920441627502 80.300392627716064 35.803557991981506 31.082210063934326 94.637741327285767 6717.9353445768356 190.47923898696899 362.19486343860626 92.88597047328949 147.37351548671722
leaf_count=880 32 37 40 8 28 61 3392 115 108 19 60
internal_value=0 0.000515478 0.000111861 -0.000475668 -0.00107076 -0.000496096 -2.09265e-05 0.000176353 0.00030704 0.0011699 0.00243684
internal_weight=0 372.265 282.897 202.596 166.793 135.711 9187.73 2469.8 2279.32 602.454 240.259
internal_count=4780 206 174 134 126 98 4574 1182 1067 187 79
is_linear=0
shrinkage=0.06


Tree=579
num_leaves=12
num_cat=0
split_feature=112 144 96 118 70 132 13 144 114 50 55
split_gain=0.0333272 0.0308447 0.0998204 0.138615 0.126132 0.104273 0.10568 0.188453 0.110741 0.158456 0.104075
threshold=0.015923793427646164 0.0087224207818508166 0.0033348383149132137 0.0054799309000372895 0.00093549740267917525 0.036783467978239066 0.00040826165059115743 0.010829726699739696 0.0066005610860884198 0.00066645268816500913 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 -3 9 -9 -8
right_child=-2 2 3 -5 -6 -7 10 8 -10 -11 -12
leaf_value=-6.3759507223117129e-05 0.00071306418755630655 0.003712553482943577 -0.0023271752215284665 -0.0035691817850438496 0.00081951416150458805 -0.0017537525489108256 -0.00035323905753453577 0.0037226116480993058 -0.001065493870417008 0.00027925441199093013 0.0012431709254980424
leaf_weight=7914.670681476593 230.16104829311371 96.216207265853882 65.588334321975708 52.26738715171814 151.81383121013641 70.216004848480225 450.72014570236206 71.607115983963013 92.417583465576172 146.26343655586243 218.05790734291077
leaf_count=3985 175 22 51 39 64 39 212 16 59 59 59
internal_value=0 -1.76279e-05 0.00024036 -0.00079802 -0.000130448 0.000484861 0.000631192 0.00139401 0.000674103 0.00141216 0.000167385
internal_weight=0 9329.84 1415.17 269.67 217.402 1145.5 1075.28 406.504 310.288 217.871 668.778
internal_count=4780 4605 620 154 115 466 427 156 134 75 271
is_linear=0
shrinkage=0.06


Tree=580
num_leaves=12
num_cat=0
split_feature=37 20 37 127 135 20 105 23 89 3 144
split_gain=0.028233 0.130743 0.0534903 0.205844 0.069516 0.0589015 0.0499604 0.040112 0.108729 0.122512 0.18416
threshold=0.11766931414604188 0.0011615398107096555 0.02129978779703379 0.001792412775103003 0.00057154725072905432 0.00038414125447161501 0.0025217677466571335 0.017724351026117805 0.0030382014811038975 0.0020932231564074759 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 6 -5 -4 -1 9 -9 -11
right_child=1 -3 3 5 -6 -7 -8 8 -10 10 -12
leaf_value=8.4881514866720726e-05 0.0020160043269077531 -0.0015209438214927079 -0.0025800179977075476 0.0027759692250832252 -0.0010753274414932773 -0.00014036174826179533 -0.0059980823858925524 -0.0002843214716388716 -0.0020894482570107432 -0.0012330791932266552 0.0019483495358119623
leaf_weight=6716.1835737228394 107.31699657440186 57.817781805992126 42.1829993724823 43.667787909507751 64.478255391120911 57.91145920753479 24.421736478805542 2029.7113943099976 104.72212910652161 93.527662396430969 218.05790734291077
leaf_count=3350 32 44 38 7 50 36 22 1020 62 60 59
internal_value=0 0.00077746 -1.37004e-05 -0.000911925 -0.00248216 0.00111483 -0.00384042 9.1185e-06 -0.000198904 -0.000114257 0.000993301
internal_weight=0 165.135 9394.86 232.662 131.083 101.579 66.6047 9162.2 2446.02 2341.3 311.586
internal_count=4780 76 4704 153 110 43 60 4551 1201 1139 119
is_linear=0
shrinkage=0.06


Tree=581
num_leaves=12
num_cat=0
split_feature=19 150 5 9 70 45 26 26 117 122 135
split_gain=0.0300513 0.133343 0.0885355 0.0721777 0.0486558 0.0455598 0.112305 0.121944 0.118064 0.118469 0.13214
threshold=0.086341444402933135 0.0013560238294303419 0.0012745757703669371 0.0012357163941487672 0.00062670491752214741 0.0035485138650983576 0.00066645268816500913 0.0016846025246195497 0.0042751494329422721 0.000490355829242617 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 -2 6 -1 8 -8 10 -10
right_child=1 3 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00025355101591041711 0.001857973781943949 -0.00017274741555718128 0.0030620470490294537 -0.0040086849477972697 -0.00078495257646417013 0.00012810596708612087 0.0024902674015007272 -0.00036443242053349478 -0.0037391535566202879 0.0016639015508317248 0.00042951664501011304
leaf_weight=4363.6265653371811 44.684189438819885 56.801380276679993 78.36126697063446 25.531815409660339 56.895057678222656 4210.0047637224197 160.97549486160278 303.06559801101685 40.056518912315369 134.05256831645966 85.944464683532715
leaf_count=2023 16 35 14 23 27 2305 48 176 28 48 37
internal_value=0 0.000633227 0.0015481 -0.00136571 0.000378341 -1.78996e-05 -0.000138717 0.00055325 0.00121375 0.000422915 -0.000897645
internal_weight=0 262.274 179.941 82.3332 101.579 9297.73 5087.72 724.095 421.029 260.054 126.001
internal_count=4780 115 57 58 43 4665 2360 337 161 113 65
is_linear=0
shrinkage=0.06


Tree=582
num_leaves=12
num_cat=0
split_feature=88 8 55 106 77 34 29 42 127 68 85
split_gain=0.0284295 0.0826305 0.0632699 0.0415393 0.139884 0.1649 0.153245 0.12836 0.155056 0.152228 0.13905
threshold=0.1242329850792885 0.0018488886416889729 0.000490355829242617 0.0019071503775194289 0.020035739988088611 0.0025217677466571335 0.011519505176693203 0.0023699469165876512 0.062805486842989935 0.011169348377734424 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -5 -6 -7 8 9 -1 -9
right_child=1 -3 -4 4 5 6 -8 10 -10 -11 -12
leaf_value=-3.829909010291516e-05 -0.0025376832605065233 0.001701028182896046 0.00050988692400422196 8.8601283073481157e-06 0.0021034250063655417 -0.0025857888693647012 0.0018015313500175649 -0.0022222463628822891 -0.0031360869251814581 0.0026573503560449125 -0.00024202816557438486
leaf_weight=3165.7015219926834 37.836361050605774 125.26561427116394 69.293280720710754 5132.8972145318985 247.01363694667816 64.478255391120911 51.438340425491333 212.39978539943695 56.707702875137329 77.157510638237 319.81045937538147
leaf_count=1340 26 32 22 2813 77 50 14 159 43 21 183
internal_value=0 0.000655337 -0.000567826 -1.6363e-05 8.93618e-05 0.00122758 -0.000639028 -0.000168 -2.85183e-05 2.59186e-05 -0.00103258
internal_weight=0 232.395 107.13 9327.6 5495.83 362.93 115.917 3831.78 3299.57 3242.86 532.21
internal_count=4780 80 48 4700 2954 141 64 1746 1404 1361 342
is_linear=0
shrinkage=0.06


Tree=583
num_leaves=12
num_cat=0
split_feature=112 94 5 32 130 74 115 72 92 93 71
split_gain=0.0306986 0.0338102 0.122275 0.138244 0.214795 0.171269 0.20187 0.237227 0.164691 0.14681 0.13666
threshold=0.010829726699739696 0.0028552538715302949 0.00075379351619631063 0.0042751494329422721 0.00055427959887310873 0.00040826165059115743 0.00244467705488205 0.000490355829242617 0.0060143163427710542 0.0048403022810816774 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 9 6 7 -4 -7 -5 -10
right_child=-2 2 3 4 -6 8 -8 -9 10 -11 -12
leaf_value=-0.000121863558357268 0.0005661467444579571 0.00037570370578078095 -0.0037572081032809807 -0.004213119593646444 8.944236940137787e-05 0.0018617889291269031 -0.0021452080154695731 0.00038285255338375894 -0.001938607821608308 -0.00034908265170462903 0.0017011975231535602
leaf_weight=5184.5510095357895 332.66301953792572 2449.7380894422531 54.487545013427734 108.88141262531281 171.98260676860809 270.32529449462891 205.55195701122284 571.07705724239349 98.984379649162292 52.454741954803467 59.302570343017578
leaf_count=2617 235 1075 41 90 66 98 169 280 73 23 13
internal_value=0 -2.0445e-05 0.000109616 -0.000299563 -0.00138596 -1.2019e-05 -0.00051441 2.17046e-05 0.000962055 -0.00295781 -0.000574733
internal_weight=0 9227.34 4042.79 1593.05 333.319 1259.73 831.117 625.565 428.612 161.336 158.287
internal_count=4780 4545 1928 853 179 674 490 321 184 113 86
is_linear=0
shrinkage=0.06


Tree=584
num_leaves=12
num_cat=0
split_feature=20 82 150 133 148 135 125 28 125 20 46
split_gain=0.0300522 0.0720161 0.0923819 0.0852692 0.0928297 0.0832201 0.0831378 0.0725328 0.122538 0.0706117 0.174314
threshold=0.0042751494329422721 0.0038949446752667431 0.0041444667149335155 0.00055427959887310873 0.00244467705488205 0.00050559637020342063 0.0066005610860884198 0.0045489775948226461 0.0056525857653468856 0.0019071503775194289 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 5 -2 6 -3 -5 8 -6 -1 -11
right_child=1 2 -4 4 7 -7 -8 -9 -10 10 -12
leaf_value=1.6972419163233609e-05 -0.002503680680353954 -6.4286460933427861e-05 0.00011048310105865001 0.00055607405651365437 -0.00023166612422439615 0.0028766401459994402 0.0032696545058267055 0.00061637855791844148 -0.0028779015762249644 5.929021250200236e-05 -0.0017181148105724984
leaf_weight=7250.3610439300537 46.623315095901489 48.937150359153748 201.67370569705963 178.54940295219421 445.90512037277222 118.41778588294983 52.54841935634613 263.57114350795746 73.265209436416626 577.45649862289429 302.69088840484619
leaf_count=3524 42 36 117 80 240 42 15 100 66 310 208
internal_value=0 0.000253664 0.000975468 2.41691e-06 0.0001179 0.00201714 0.00117425 -0.000194089 -0.000605585 -4.46373e-05 -0.000552102
internal_weight=0 1429.49 369.029 1060.46 1013.84 167.355 231.098 782.741 519.17 8130.51 880.147
internal_count=4780 738 195 543 501 78 95 406 306 4042 518
is_linear=0
shrinkage=0.06


Tree=585
num_leaves=12
num_cat=0
split_feature=98 7 40 93 44 58 114 149 5 80 50
split_gain=0.0297962 0.0523497 0.0789192 0.13721 0.130111 0.0645772 0.0570078 0.0538848 0.0652978 0.0512582 0.046673
threshold=0.049604203552007682 0.00073092587990686308 0.00047558375808876013 0.0020292587578296666 0.001792412775103003 0.0045489775948226461 0.00017767510871635753 0.0035485138650983576 0.0084566329605877417 0.0041444667149335155 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 10 -3 -9 -6 -2
right_child=1 7 3 5 9 -7 -8 8 -10 -11 -12
leaf_value=-3.0170617304557613e-05 -0.0012370578244463464 0.002780537897181377 0.0006067879918673167 -0.0016319594215508408 -0.0025761374418110565 0.00079640609673401971 0.0032174845597795817 -0.0010582538073483443 0.0019506902346666552 -0.0060215579510298481 0.0011393961106246396
leaf_weight=8843.9566235542297 38.946439981460571 58.192491412162781 36.726282119750977 48.937150359153748 43.293078303337097 201.03201377391815 35.709880590438843 50.047229290008545 53.752175688743591 24.421736478805542 124.98458206653595
leaf_count=4426 27 12 25 36 39 76 16 37 8 22 56
internal_value=0 0.000372212 9.47254e-05 -0.000442706 -0.00226801 0.000320536 0.00104854 0.00132064 0.000500296 -0.0038258 0.000574392
internal_weight=0 716.043 554.051 354.41 104.441 249.969 199.641 161.992 103.799 67.7148 163.931
internal_count=4780 354 297 198 86 112 99 57 45 61 83
is_linear=0
shrinkage=0.06


Tree=586
num_leaves=12
num_cat=0
split_feature=57 113 75 81 115 85 138 50 24 108 14
split_gain=0.0266861 0.053425 0.0468733 0.0361228 0.129081 0.193 0.20921 0.13732 0.12587 0.100605 0.0921252
threshold=0.0046923852059990176 0.0014881226234138014 0.0013146653072908523 0.020658296532928947 0.0038949446752667431 0.0014427106943912806 0.0066005610860884198 0.0063990866765379914 0.004017772153019906 0.0034400182776153092 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 7 6 -6 -5 -7 -9 -11
right_child=1 2 -4 4 5 8 -8 9 -10 10 -12
leaf_value=2.1951230243490215e-05 0.0014130815685939873 0.00070824470810922167 -0.0023235773052840275 0.00064107791993855317 -0.0057398348964502405 -0.0024430613913720856 0.00052517457811031894 -0.0039432684709992246 0.0010369312142716797 -0.0022756557513266924 0.0012037751420177663
leaf_weight=8524.9611610174179 129.79960739612579 42.464031577110291 32.192288994789124 431.30078935623169 61.054341197013855 60.225294470787048 27.939328074455261 42.1829993724823 98.436365127563477 53.471143484115601 55.972333550453186
leaf_count=4365 28 14 29 146 55 30 9 38 24 32 10
internal_value=0 0.000677912 -0.000600456 -1.4851e-05 -0.00039254 -0.0015398 -0.00377457 9.5051e-05 -0.000284722 -0.00145752 -0.000496707
internal_weight=0 204.456 74.6563 9355.54 830.583 247.655 88.9937 582.927 158.662 151.626 109.443
internal_count=4780 71 43 4709 344 118 64 226 54 80 42
is_linear=0
shrinkage=0.06


Tree=587
num_leaves=12
num_cat=0
split_feature=112 112 142 71 39 29 81 109 33 83 82
split_gain=0.0280779 0.0602116 0.236325 0.206848 0.086443 0.0589263 0.0517358 0.068728 0.0641502 0.073163 0.0637082
threshold=0.0033348383149132137 0.0021592099219560628 0.015675474889576439 0.012636432424187662 0.0041444667149335155 0.0053125319536775359 0.0031340263085439806 0.011519505176693203 0.022641776129603389 0.013032016810029747 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 10 8 9 -8 -2
right_child=6 2 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-3.5102092449114544e-06 0.00015440172746031353 -0.00071208163619478136 -0.0052932969446613937 -0.0034803446620998062 0.00049517426045143052 0.0016338359283745911 -0.00041022849173628077 0.00060682804486582168 0.0010618814829743033 -0.0026411596137191095 0.0016996114284807129
leaf_weight=8241.8114061355591 216.01105439662933 54.581222414970398 37.74268364906311 74.375288367271423 26.7355717420578 130.72233152389526 170.40414083003998 296.59247922897339 61.429050803184509 76.689123630523682 172.90533089637756
leaf_count=4021 138 33 34 67 16 45 105 154 23 61 83
internal_value=0 -3.50628e-05 -0.000837049 -0.000248178 -0.00242969 0.000942834 0.000301801 -4.52403e-05 -0.000672088 -0.00110342 0.000841635
internal_weight=0 8565.97 324.157 286.414 101.111 185.304 994.031 605.115 308.522 247.093 388.916
internal_count=4780 4216 195 161 83 78 564 343 189 166 221
is_linear=0
shrinkage=0.06


Tree=588
num_leaves=12
num_cat=0
split_feature=92 97 80 145 37 65 38 95 107 59 46
split_gain=0.0291786 0.0968012 0.133516 0.144641 0.120996 0.109603 0.147367 0.136976 0.140881 0.156145 0.168695
threshold=0.0034400182776153092 0.00038414125447161501 0.015200819820165636 0.0014427106943912806 0.11766931414604188 0.0041444667149335155 0.000490355829242617 0.0072436286136507997 0.0021592099219560628 0.0014427106943912806 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 7 -7 8 9 -2 -11
right_child=1 2 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-8.7711677657271268e-05 -0.00066624581689595798 -6.0415137088586505e-05 -1.8459751994742644e-05 -0.0039476556263121233 0.0023381025856764868 -0.0039383002083343173 -0.00015877885337918507 0.0014267088222470524 -0.00047948426431843782 0.0020814681807338259 0.00011045503206996039
leaf_weight=5624.8120578527451 227.29919850826263 1557.2580569982529 65.963043928146362 68.9185711145401 108.42707550525665 47.733394026756287 166.15117990970612 392.9960412979126 671.81320774555206 337.39841735363007 291.22943937778473
leaf_count=2860 132 748 19 54 33 43 85 160 395 118 133
internal_value=0 0.000125284 -0.000217327 -0.00202754 0.000383745 0.00028437 -0.00100371 0.00042785 0.000170826 0.000681249 0.0011685
internal_weight=0 3935.19 1692.14 134.882 2243.05 2134.62 213.885 1920.74 1527.74 855.927 628.628
internal_count=4780 1920 821 73 1099 1066 128 938 778 383 251
is_linear=0
shrinkage=0.06


Tree=589
num_leaves=12
num_cat=0
split_feature=102 11 143 108 67 122 44 58 59 24 59
split_gain=0.0275087 0.148278 0.234445 0.158186 0.187517 0.142346 0.149704 0.130135 0.215089 0.14351 0.132192
threshold=0.00052132029668428015 0.00747153488919139 0.035692447796463973 0.00093549740267917525 0.00040826165059115743 0.0005893622583243997 0.019431582652032379 0.0011615398107096555 0.00099512818269431613 0.0020292587578296666 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 -5 -7 8 -1 -10 -9
right_child=-2 3 -4 5 -6 6 -8 10 9 -11 -12
leaf_value=-0.0010061326948971484 -6.1622398284416841e-05 -0.0037868674124967483 -0.0046511160407917904 0.0017602411204957773 0.0010192789578243764 -0.0023045142406289592 0.0019655496913311972 -0.00022242421455687369 0.0021873417166459633 -0.00023470500284716419 -0.0029477852485274075
leaf_weight=183.72508800029755 6997.7829624414444 52.26738715171814 40.056518912315369 478.57984626293182 66.056721329689026 71.326083779335022 50.328261494636536 1134.1821572780609 291.79150378704071 126.09466099739075 67.808492183685303
leaf_count=117 3539 39 28 132 11 40 13 666 85 57 53
internal_value=0 0.000168162 -0.000116799 0.000899221 -0.00110515 0.00129446 -0.00053783 -1.58429e-05 0.000704483 0.00145662 -0.000376404
internal_weight=0 2562.22 1843.66 718.558 118.324 600.234 121.654 1803.6 601.611 417.886 1201.99
internal_count=4780 1241 1006 235 50 185 53 978 259 142 719
is_linear=0
shrinkage=0.06


Tree=590
num_leaves=12
num_cat=0
split_feature=25 26 79 114 52 128 116 87 94 127 145
split_gain=0.0283195 0.115614 0.197811 0.187128 0.199317 0.236135 0.344308 0.231153 0.193487 0.174738 0.173521
threshold=0.0017376682371832433 0.00066645268816500913 0.0066005610860884198 0.00096484774257987748 0.0026012937305495147 0.00039601318712811922 0.0019672545604407792 0.0010263677686452868 0.0025217677466571335 0.00017767510871635753 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 5 6 -2 8 -6 -3 -7
right_child=1 2 -4 -5 7 10 -8 -9 -10 -11 -12
leaf_value=0.00010946210578657946 0.0014042735112316323 -0.0004908696105804174 -0.0015954151226810858 1.5795189308896755e-09 -0.0012102432479893035 -0.0051161513936782343 -0.0052053511498843658 -0.0018488188037335675 0.0015218251833683902 0.0021926781609624903 1.5523035016399621e-05
leaf_weight=4500.1241241693497 97.138931393623352 127.01738512516022 102.40829384326935 3633.6208661794662 148.29623961448669 111.00789308547974 39.962841510772705 239.51006674766541 251.36027526855469 279.39328074455261 30.159485936164856
leaf_count=2437 39 74 68 1616 77 100 36 143 89 90 11
internal_value=0 -9.74265e-05 0.000760234 -0.00019333 -0.000958959 -0.00229898 -0.00052471 -0.000375293 0.000508017 0.00135406 -0.00402057
internal_weight=0 5059.88 508.819 4551.06 917.436 278.269 137.102 639.167 399.657 406.411 141.167
internal_count=4780 2343 232 2111 495 186 75 309 166 164 111
is_linear=0
shrinkage=0.06


Tree=591
num_leaves=12
num_cat=0
split_feature=146 5 126 100 19 77 124 52 144 59 51
split_gain=0.0291964 0.0617493 0.129886 0.0489926 0.0728087 0.0671537 0.111246 0.0910166 0.0857685 0.0846527 0.0893278
threshold=0.0010263677686452868 0.033603202551603324 0.00047558375808876013 0.010829726699739696 0.014293605927377941 0.016164712607860569 0.0018488886416889729 0.016164712607860569 0.00052132029668428015 0.0044099434744566688 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 9 -9 -1 -11
right_child=-2 2 -4 -5 -6 6 -8 8 -10 10 -12
leaf_value=0.00011054445831276261 -4.5295699838927653e-05 -0.0032204529028382048 0.0016343842586601261 -0.001084190943168148 0.0020146167216901862 0.0030643692569644735 0.0003567456416887939 0.00032318536613616623 0.0029311615501165936 -0.0025876598450345636 0.00016553343790935764
leaf_weight=599.37704503536224 8058.9949923753738 51.157308220863342 32.285966396331787 82.239518284797668 96.028852462768555 77.157510638237 186.60098767280579 135.16264724731445 68.276879191398621 97.967978119850159 74.749997973442078
leaf_count=354 4018 38 21 66 38 21 63 49 13 64 35
internal_value=0 0.000242909 -0.00134231 0.000336309 0.000423869 0.000300455 0.00114967 7.0755e-05 0.00119947 -0.000226766 -0.00139671
internal_weight=0 1501 83.4433 1417.56 1335.32 1239.29 263.758 975.535 203.44 772.095 172.718
internal_count=4780 762 59 703 637 599 84 515 62 453 99
is_linear=0
shrinkage=0.06


Tree=592
num_leaves=12
num_cat=0
split_feature=118 118 142 136 122 81 65 60 80 98 91
split_gain=0.0282048 0.151306 0.105626 0.118176 0.151559 0.129422 0.0951781 0.195471 0.195348 0.170796 0.129522
threshold=0.0014427106943912806 0.0011261500185355546 0.00244467705488205 0.00017767510871635753 0.0011261500185355546 0.0031340263085439806 0.0035485138650983576 0.018276390619575981 0.0022272822679951791 0.0022975050378590827 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -4 7 -1 9 -9 -10
right_child=-2 2 3 4 -6 -7 -8 8 10 -11 -12
leaf_value=2.658708053905767e-05 0.00013414246221641929 7.3785084685510827e-05 -0.0014389817688757415 -0.0029646676660960974 0.0013977220393290228 -0.0054377084595063291 0.00091798896681861367 -0.007477442671928923 -0.0017529159797851016 -0.0019262156920617057 0.0010432016428829642
leaf_weight=4935.6778744459152 3547.0206596851349 134.97529244422913 60.131617069244385 54.393867611885071 60.412649273872375 56.614025473594666 377.26758146286011 31.082210063934326 146.0760817527771 55.691301345825195 100.65652298927307
leaf_count=2603 1635 65 38 49 14 51 162 28 75 34 26
internal_value=0 -7.91913e-05 -0.00126034 -0.00203772 -0.000669904 -0.0033811 -2.49835e-06 -6.84204e-05 -0.00147406 -0.00392098 -0.000612257
internal_weight=0 6012.98 366.527 231.552 114.807 116.746 5646.45 5269.18 333.506 86.7735 246.733
internal_count=4780 3145 217 152 63 89 2928 2766 163 62 101
is_linear=0
shrinkage=0.06


Tree=593
num_leaves=12
num_cat=0
split_feature=90 101 111 90 145 2 145 55 134 4 34
split_gain=0.0275378 0.0886712 0.0517784 0.046842 0.102495 0.144152 0.0557819 0.0989092 0.0428226 0.0419177 0.0412768
threshold=0.0020932231564074759 0.0026012937305495147 0.0087224207818508166 0.00090704852482303988 0.0087224207818508166 0.0070226341485977182 0.0010918468469753864 0.0020292587578296666 0.0015349716995842757 0.001792412775103003 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 5 6 -5 8 9 -8 -2
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=2.3165639309059741e-05 -0.001159287402360393 0.00206044152176098 -0.0017081613203536676 0.00098260384385033582 -0.0025607808008306044 0.0034861698014856941 5.8138659097752224e-05 -0.0034975100234838226 0.00099689050533456418 -0.0021524638937075991 0.00066292447827702645
leaf_weight=8817.7831162214279 84.64703094959259 96.122529864311218 64.665610194206238 62.445452332496643 79.92568302154541 34.693479061126709 63.461853861808777 46.716992497444153 54.768577218055725 60.037939667701721 94.73141872882843
leaf_count=4362 52 30 34 32 72 7 41 34 17 46 53
internal_value=0 0.000591002 -1.75912e-05 -5.71558e-06 -0.000638988 -0.000161505 -0.000602846 -0.00104313 -0.000398341 -0.00101739 -0.000197127
internal_weight=0 275.501 9284.5 9219.83 402.05 322.124 287.431 224.985 178.268 123.5 179.378
internal_count=4780 135 4645 4611 249 177 170 138 104 87 105
is_linear=0
shrinkage=0.06


Tree=594
num_leaves=12
num_cat=0
split_feature=77 133 133 131 138 58 33 140 147 106 112
split_gain=0.0274151 0.0897073 0.25413 0.148659 0.138803 0.14012 0.13227 0.136057 0.116678 0.107847 0.0997469
threshold=0.00017767510871635753 0.0037758676335215573 0.0022272822679951791 0.00070876078098081063 0.00096484774257987748 0.0015349716995842757 0.0046923852059990176 0.031632266007363803 0.0015833032084628942 0.004017772153019906 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 10 7 -4 -6 -3 -1
right_child=-2 3 6 -5 8 -7 -8 -9 -10 -11 -12
leaf_value=-0.002405651605013753 -4.2196853807876166e-05 0.0011772642600643996 0.0015107379546966998 -0.0016589881468540182 0.0047089435773032297 0.000349027152436729 0.00020907465517438814 0.0050517664780565805 -0.00011969355203402191 -0.0012744048185980654 0.00075162971948864571
leaf_weight=144.49761581420898 8156.3353284597397 214.44663834571838 76.970155835151672 201.20531868934631 39.133794784545898 402.04997766017914 72.342485308647156 79.471345901489258 33.302367925643921 92.323906064033508 47.920748829841614
leaf_count=114 3944 80 37 157 11 249 49 15 30 67 27
internal_value=0 0.00024487 0.000606069 -0.000392009 1.40258e-05 -0.00028827 0.00233111 0.00331164 0.00249188 0.000439249 -0.00161937
internal_weight=0 1403.66 895.688 507.976 666.905 594.468 228.784 156.442 72.4362 306.771 192.418
internal_count=4780 836 532 304 431 390 101 52 41 147 141
is_linear=0
shrinkage=0.06


Tree=595
num_leaves=12
num_cat=0
split_feature=51 72 33 11 121 85 127 145 110 81 51
split_gain=0.0281409 0.156674 0.0922347 0.121421 0.0856 0.0593627 0.0467154 0.207307 0.114755 0.0891657 0.0757352
threshold=0.027182282879948619 0.0048403022810816774 0.00093549740267917525 0.0087224207818508166 0.00017767510871635753 0.0019071503775194289 0.062805486842989935 0.0023699469165876512 0.0019071503775194289 0.0058306583669036635 0.016164712607860569
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 10 8 9 -8 -1
right_child=1 4 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=3.464559472208609e-05 -0.0019258460091937425 -0.0039288281523240393 0.0019916066081016016 0.0026238542174608585 -0.0019021180722466589 0.0019612046067124128 -0.002706860481465435 0.00082441917941541488 -6.9403046265652997e-05 -0.0075526822736316874 -0.00085110294523242733
leaf_weight=8634.151705622673 59.944262266159058 35.522525787353516 186.41363286972046 32.473321199417114 32.192288994789124 25.625492811203003 33.302367925643921 106.11324024200439 28.955729603767395 23.311657547950745 361.99345874786377
leaf_count=4237 54 32 79 5 29 15 30 39 18 21 221
internal_value=0 0.000511368 0.00122358 -0.000326082 -0.00161521 -0.00018942 -2.07586e-05 -0.000947366 -0.00314292 -0.004712 -1.00487e-06
internal_weight=0 372.172 278.831 92.4176 93.3403 57.8178 9187.83 191.683 85.5698 56.614 8996.15
internal_count=4780 214 138 59 76 44 4566 108 69 51 4458
is_linear=0
shrinkage=0.06


Tree=596
num_leaves=12
num_cat=0
split_feature=31 147 4 75 78 23 25 92 108 0 97
split_gain=0.0299048 0.0948438 0.138235 0.173607 0.218503 0.231244 0.270778 0.22504 0.279075 0.178147 0.177026
threshold=0.00017767510871635753 0.05109804309904576 0.0026012937305495147 0.013860232196748258 0.0092791137285530585 0.0072436286136507997 0.0045489775948226461 0.002945306478068233 0.0051502294372767219 0.0026833302108570938 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 -6 -9 -10
right_child=-2 -3 -4 -5 5 6 -8 9 10 -11 -12
leaf_value=-0.00019381809348985413 0.0001142887637754263 0.000743792330172839 0.00034539986902520876 0.00091363062096573035 -0.0063339251652967986 -0.0026540254873225707 0.00030173823151614395 0.0010289053271080764 -0.0036656853584420231 -0.0029431565519783842 0.001572164459401207
leaf_weight=2147.1783562898636 4424.2921470403671 439.90038859844208 1311.7432584762573 336.1946610212326 89.916393399238586 155.69208252429962 393.08971869945526 84.928063154220581 62.351774930953979 77.799202561378479 36.913636922836304
leaf_count=1239 2207 178 543 125 81 116 152 28 40 62 9
internal_value=0 -9.85369e-05 -0.00017746 -0.000380137 -0.000522871 -0.0013072 -0.000537157 -0.00250754 -0.00391424 -0.000870762 -0.00171827
internal_weight=0 5135.71 4695.81 3384.06 3047.87 900.691 548.782 351.909 189.182 162.727 99.2654
internal_count=4780 2573 2395 1852 1727 488 268 220 130 90 49
is_linear=0
shrinkage=0.06


Tree=597
num_leaves=12
num_cat=0
split_feature=11 17 133 101 10 39 83 24 95 150 96
split_gain=0.0283548 0.0739654 0.0758299 0.0931925 0.116184 0.0933831 0.0911739 0.110605 0.195038 0.166365 0.151365
threshold=0.0014427106943912806 0.040252277627587325 0.0037758676335215573 0.05109804309904576 0.00017767510871635753 0.00017767510871635753 0.057509137317538268 0.0020292587578296666 0.00017767510871635753 0.0025217677466571335 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 -4 -10
right_child=-2 -3 6 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.0028907017177596506 -8.0902492897244591e-05 0.0015580409656772499 -0.0021320777264978064 0.003054382618924103 0.00044923812756610842 -9.7599281905459898e-05 -0.0031190641212941873 -0.00053687741619066164 0.00048293123599300772 0.0013330194613182106 0.0029422581818635812
leaf_weight=68.824893712997437 5929.4701716899872 126.28201580047607 149.1252863407135 44.684189438819885 1575.6610118150711 114.99387168884277 37.74268364906311 1004.1155675649643 306.77054440975189 74.843675374984741 127.48577213287354
leaf_count=62 2900 41 102 16 805 47 34 565 147 27 34
internal_value=0 0.000132007 8.05743e-05 0.000351504 0.000282691 -0.00114439 -0.000206945 -0.000140644 0.000463797 -0.000974069 0.00120543
internal_weight=0 3630.53 3504.25 1804.16 1759.48 183.819 1700.08 1662.34 658.225 223.969 434.256
internal_count=4780 1880 1839 930 914 109 909 875 310 129 181
is_linear=0
shrinkage=0.06


Tree=598
num_leaves=12
num_cat=0
split_feature=63 93 125 9 80 54 3 47 133 80 40
split_gain=0.0289149 0.0973545 0.142935 0.0787022 0.0736749 0.116245 0.23928 0.132843 0.135468 0.109246 0.0884854
threshold=0.00042089859198313212 0.0011261500185355546 0.020035739988088611 0.0012357163941487672 0.00017767510871635753 0.00073092587990686308 0.00038414125447161501 0.057509137317538268 0.00055427959887310873 0.00090704852482303988 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 9 7 8 -7 -6 -1
right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=0.0011293855702006654 -5.2862814920249747e-05 0.00056789470986768774 0.0039774523117185262 -0.0028163831164290049 -0.0017912509638402592 -0.0082753051986268599 -6.8115189243737049e-05 -0.00022793297547423443 -0.0030234336154876707 0.0013461306310175209 -0.00028465191439752685
leaf_weight=336.83635294437408 7610.1343448162079 553.86380887031555 48.014426231384277 36.632604718208313 51.250985622406006 23.311657547950745 303.34663021564484 41.166597843170166 73.265209436416626 180.03419148921967 302.14287388324738
leaf_count=166 3743 313 19 33 30 21 152 29 66 49 159
internal_value=0 0.000206097 0.000840505 -7.72081e-05 -4.80461e-07 -0.000438867 -0.00101006 -0.00308291 -0.00429838 0.000650438 0.000460815
internal_weight=0 1949.87 601.878 1347.99 1311.35 672.375 441.09 137.743 96.5769 231.285 638.979
internal_count=4780 1037 332 705 672 347 268 116 87 79 325
is_linear=0
shrinkage=0.06


Tree=599
num_leaves=12
num_cat=0
split_feature=34 114 128 0 52 0 144 140 79 78 4
split_gain=0.0282816 0.043795 0.108062 0.206045 0.203392 0.146864 0.0999399 0.142217 0.139141 0.324627 0.186602
threshold=0.02636832278221846 0.00082683752407319855 0.00017767510871635753 0.0087224207818508166 0.0020292587578296666 0.0013146653072908523 0.0038949446752667431 0.0045489775948226461 0.028884131461381916 0.0092791137285530585 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 8 -8 9 -1 -11
right_child=-2 2 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=-8.5383358086401885e-05 0.00029773967118413587 0.0019695347082185183 -9.7552667904481563e-06 0.0039725561911148352 0.00010150421972583327 -0.0035678543397934868 -0.0014477970569250452 0.0020191668799285664 0.0022052357641408754 -0.00077298785908498451 -0.0031545342344974467
leaf_weight=2559.3267716169357 1024.9400849342346 165.22845578193665 4763.362707734108 69.386958122253418 148.48359441757202 53.283788681030273 58.927860736846924 153.01758754253387 78.267589569091797 281.05137419700623 204.72291028499603
leaf_count=1392 511 68 2278 14 61 48 45 57 22 140 144
internal_value=0 -3.58099e-05 7.30422e-05 0.000976619 0.000409257 -0.000868807 -0.000205507 0.00105501 -0.000291074 -0.000355307 -0.0017771
internal_weight=0 8535.06 5199.75 436.383 366.996 201.767 3335.31 211.945 3123.37 3045.1 485.774
internal_count=4780 4269 2469 191 177 109 1800 102 1698 1676 284
is_linear=0
shrinkage=0.06


Tree=600
num_leaves=12
num_cat=0
split_feature=94 5 95 113 70 19 150 25 140 72 4
split_gain=0.0277831 0.101698 0.118895 0.153759 0.190942 0.160054 0.171225 0.146346 0.144394 0.118119 0.114643
threshold=0.0028552538715302949 0.00075379351619631063 0.00066645268816500913 0.00050559637020342063 0.010500331409275534 0.00060774214216507982 0.0015349716995842757 0.0051502294372767219 0.00244467705488205 0.0062037324532866487 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 4 -4 -5 -7 -8 -9 10 -3
right_child=1 2 3 5 -6 6 7 8 -10 -11 -12
leaf_value=-8.9642170084422193e-05 0.00035604716900154986 -0.0028663157064541377 -0.0023376823410594756 0.002664821075341336 0.0021924254550705229 0.0015819657648489091 7.831761207245178e-05 0.00037349165522073633 -0.0032635431199304903 -0.0032976446258454646 0.00018943581655246242
leaf_weight=5409.2553405761719 2516.5301800966263 59.944262266159058 174.65710175037384 92.698615670204163 41.353952646255493 211.30375635623932 638.79187202453613 62.539129734039307 105.55117583274841 79.92568302154541 167.44861364364624
leaf_count=2779 1119 54 125 35 13 61 341 24 87 72 70
internal_value=0 0.000116722 -0.000251815 -5.48771e-06 -0.00146981 0.000279356 6.19355e-05 -0.000336272 -0.00191094 -0.00131502 -0.000617013
internal_weight=0 4150.74 1634.21 1326.9 216.011 1110.88 1018.19 806.882 168.09 307.319 227.393
internal_count=4780 2001 882 686 138 548 513 452 111 196 124
is_linear=0
shrinkage=0.06


Tree=601
num_leaves=12
num_cat=0
split_feature=120 117 58 58 29 145 92 84 140 120 23
split_gain=0.0261967 0.0896645 0.101433 0.104188 0.108232 0.108248 0.169994 0.10686 0.0784683 0.0778101 0.0948854
threshold=0.00040826165059115743 0.016668972559273246 0.0095705352723598498 0.0011615398107096555 0.0060143163427710542 0.0072436286136507997 0.00068727668258361529 0.00017767510871635753 0.013860232196748258 0.000490355829242617 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 8 -7 -5 -6 -3 -11
right_child=1 9 -4 4 5 6 -8 -9 -10 10 -12
leaf_value=-4.5228892298498383e-05 -0.0011860212178163242 0.0026013840733429177 -0.001412856383113049 0.0014410669040866976 0.0020777532442754275 0.0010637436235102775 -0.0045071192867510712 -0.0013047030931693131 0.00041554164500148751 0.0014808008596423267 -0.00024926121002025528
leaf_weight=7920.6894631385803 169.29406189918518 78.267589569091797 175.67350327968597 70.403359651565552 239.14940702915192 53.564820885658264 31.082210063934326 184.64781212806702 178.64308035373688 213.24288201332092 245.34149360656738
leaf_count=3950 104 22 134 23 78 24 28 134 72 87 124
internal_value=0 0.000218271 -9.13952e-05 0.000159215 0.000459983 0.000970909 -0.00098477 -0.000546503 0.00136728 0.000854087 0.000555369
internal_weight=0 1639.31 1102.46 926.785 757.491 502.44 84.647 255.051 417.792 536.852 458.584
internal_count=4780 830 597 463 359 202 52 157 150 233 211
is_linear=0
shrinkage=0.06


Tree=602
num_leaves=12
num_cat=0
split_feature=98 68 106 39 28 63 34 93 85 94 144
split_gain=0.026509 0.0664505 0.0581156 0.0926101 0.04924 0.0938945 0.127587 0.0663936 0.0488497 0.0371145 0.0369384
threshold=0.049604203552007682 0.024810968898236755 0.0098710241727530974 0.00017767510871635753 0.0013986918493174019 0.00052132029668428015 0.0068083447404205808 0.013032016810029747 0.00017767510871635753 0.0014427106943912806 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 9 7 -7 -3 -2 -6
right_child=1 8 3 -5 10 6 -8 -9 -10 -11 -12
leaf_value=-2.8471176747894626e-05 0.0014150348331648075 -0.0028166033087304288 0.0030705778762833542 0.00011777483018042229 0.00017636558136326753 -0.0040031136484748268 0.00073063073729820298 -0.00088327376607027195 0.00030759095319291344 -0.00068196937545690183 0.001993291889636763
leaf_weight=8843.9566235542297 116.10395061969757 38.852762579917908 74.937352776527405 77.986557364463806 80.487747430801392 53.283788681030273 73.63991904258728 45.606913566589355 33.489722728729248 41.072920441627502 80.581424832344055
leaf_count=4426 48 35 19 46 24 48 34 33 14 37 16
internal_value=0 0.000351067 0.000544884 0.0015658 0.000226517 -0.000193575 -0.00115968 -0.00256664 -0.00137188 0.000866968 0.00108603
internal_weight=0 716.043 643.701 152.924 490.777 329.707 172.531 98.8907 72.3425 157.177 161.069
internal_count=4780 354 305 65 240 200 115 81 49 85 40
is_linear=0
shrinkage=0.06


Tree=603
num_leaves=12
num_cat=0
split_feature=31 116 95 120 96 100 140 61 94 117 35
split_gain=0.0273971 0.0864536 0.150007 0.159997 0.155973 0.242699 0.163647 0.139698 0.127597 0.124769 0.116056
threshold=0.00017767510871635753 0.00017767510871635753 0.0012745757703669371 0.00043393640953581786 0.0010918468469753864 0.0068083447404205808 0.00899649551138282 0.0005375427135732026 0.00066645268816500913 0.034632634371519096 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 10 -8 -7 -10 -6
right_child=1 2 -4 -5 5 8 7 -9 9 -11 -12
leaf_value=-9.4312442858970864e-05 0.0010900019984916632 4.8662656361648452e-05 0.00034267093511723213 0.00067681360322629158 -6.621242434867585e-05 0.0026765014345516247 -0.00086893236791684152 -0.00470753649681798 -0.0017112410302322684 0.0020649153631334006 -0.0021663796171737569
leaf_weight=5135.7075365781784 301.5011819601059 564.41658365726471 2410.59024477005 389.57212710380554 166.15117990970612 64.759287595748901 49.124505162239075 112.11797201633453 99.907103776931763 45.887945771217346 220.2640153169632
leaf_count=2573 118 274 1161 165 85 26 20 101 90 9 158
internal_value=0 0.000109394 3.76575e-05 -0.000391763 -0.000706533 -0.00126864 -0.00193415 -0.00353932 0.000462468 -0.000522122 -0.0012636
internal_weight=0 4424.29 4122.79 1712.2 1322.63 758.212 547.658 161.242 210.554 145.795 386.415
internal_count=4780 2207 2089 928 763 489 364 121 125 99 243
is_linear=0
shrinkage=0.06


Tree=604
num_leaves=12
num_cat=0
split_feature=102 11 133 133 51 69 50 127 110 24 101
split_gain=0.0265089 0.132631 0.132412 0.116249 0.0892139 0.082243 0.163193 0.193676 0.122694 0.118469 0.21834
threshold=0.00052132029668428015 0.00747153488919139 0.0070226341485977182 0.0095705352723598498 0.0038949446752667431 0.00899649551138282 0.0016846025246195497 0.0011261500185355546 0.0021592099219560628 0.0020292587578296666 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 8 -1 -8 -11
right_child=-2 2 3 4 -6 -7 9 -9 -10 10 -12
leaf_value=-6.4271367839358672e-05 -6.0494854742731895e-05 0.00012921184090338748 0.0032120030788506146 -0.00062223818510224885 0.0019665542228274003 -0.0015782023245875549 0.00087626725232275418 -0.0040213347267281634 -0.0033116052182095095 0.00013045859092732746 -0.0035747383256751761
leaf_weight=336.93003034591675 6997.7829624414444 399.84386968612671 123.13913381099701 83.72430682182312 111.85098969936371 126.83003032207489 698.46915197372437 64.384577989578247 47.733394026756287 504.83298110961914 64.478255391120911
leaf_count=158 3539 150 22 35 28 90 322 58 43 285 50
internal_value=0 0.000165075 0.000856486 0.00176856 0.00085856 -0.000104431 4.52842e-06 -0.000978254 -0.000467993 0.00035268 -0.000289734
internal_weight=0 2562.22 718.558 318.714 195.575 1843.66 1716.83 449.048 384.663 1267.78 569.311
internal_count=4780 1241 235 85 63 1006 916 259 201 657 335
is_linear=0
shrinkage=0.06


Tree=605
num_leaves=12
num_cat=0
split_feature=51 23 92 81 10 32 51 34 35 31 63
split_gain=0.0265829 0.186177 0.116992 0.0670233 0.0669459 0.063721 0.0557073 0.129804 0.228385 0.0819901 0.0663851
threshold=0.027182282879948619 0.0025217677466571335 0.037906534969806678 0.00899649551138282 0.0066005610860884198 0.0013986918493174019 0.016164712607860569 0.02636832278221846 0.0042751494329422721 0.0022975050378590827 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 4 -3 -2 -1 8 9 10 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=1.036511990297808e-05 -0.00082069446085676742 0.0024255874821885043 -0.0020320221607113449 -0.00077297777296833159 0.00019528721591839901 -0.0052564286295889032 0.00016970526268787024 0.0010059248548997255 -0.0036564448267542458 0.0014694894025687633 -0.003073652770439788
leaf_weight=8811.3099974393845 23.311657547950745 176.51659989356995 39.962841510772705 42.276676774024963 66.792090654373169 23.311657547950745 52.454741954803467 109.34979963302612 103.23734056949615 71.513438582420349 39.962841510772705
leaf_count=4340 21 62 36 30 44 21 23 50 93 24 36
internal_value=0 0.000497008 0.00100506 0.00143062 0.00181367 -0.00304506 -2.0179e-05 -0.000734787 -0.00144736 -5.47778e-05 -0.00123458
internal_weight=0 372.172 325.548 285.585 243.309 46.6233 9187.83 376.518 267.168 163.931 92.4176
internal_count=4780 214 172 136 106 42 4566 226 176 83 59
is_linear=0
shrinkage=0.06


Tree=606
num_leaves=12
num_cat=0
split_feature=67 128 15 128 108 102 38 0 148 60 5
split_gain=0.0273957 0.146183 0.0976509 0.0595688 0.110802 0.0506057 0.170302 0.159382 0.183206 0.222554 0.181678
threshold=0.0044099434744566688 0.00017767510871635753 0.0087224207818508166 0.05109804309904576 0.0005375427135732026 0.00052132029668428015 0.00044738779251929378 0.0034400182776153092 0.0020292587578296666 0.0011261500185355546 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 7 8 9 -1 -11
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 -12
leaf_value=5.7990868728061771e-06 0.0037082014601640982 -0.00014791366165691749 0.0017663680043764696 0.0023500253263067732 -0.00076796772014851497 -0.0001440770569533321 0.0009555902797791034 -0.0012002346391350404 0.00077950752206466551 -0.0050481679902245708 -0.00056553609308872342
leaf_weight=432.39681839942932 43.667787909507751 636.11737704277039 112.86739122867584 100.75020039081573 69.105925917625427 6162.4790198802948 717.0735114812851 396.40590560436249 758.9754786491394 65.494656920433044 64.665610194206238
leaf_count=244 7 282 37 18 38 3215 266 252 328 59 34
internal_value=0 0.00033773 0.000140754 -3.05855e-05 0.00108177 -5.2574e-05 0.000178997 -0.000145193 0.000171343 -0.000649156 -0.00282327
internal_weight=0 792.653 748.985 8767.35 169.856 8597.49 2435.01 1717.94 1321.53 562.557 130.16
internal_count=4780 326 319 4454 56 4398 1183 917 665 337 93
is_linear=0
shrinkage=0.06


Tree=607
num_leaves=12
num_cat=0
split_feature=92 11 97 25 95 5 71 54 4 24 4
split_gain=0.0274043 0.0836989 0.108819 0.113877 0.127898 0.183512 0.179402 0.148344 0.130359 0.169969 0.129737
threshold=0.0034400182776153092 0.020658296532928947 0.00038414125447161501 0.0012745757703669371 0.0042751494329422721 0.000490355829242617 0.004017772153019906 0.0062037324532866487 0.00017767510871635753 0.0054799309000372895 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 -7 -8 9 -5 -6
right_child=1 -3 -4 4 10 6 7 -9 -10 -11 -12
leaf_value=-8.5008614754662537e-05 0.00098281673106434151 -0.00064779557034157133 -0.00016619966509094427 -0.0022612291977272226 -0.00032723013081576254 0.0019517455348363251 -0.0019827356375007273 0.00082504446108684387 -0.0029228894751693788 0.0022881997491761047 0.0020206658951528625
leaf_weight=5624.8120578527451 957.31894755363464 450.81382310390472 1493.4214935302734 65.588334321975708 148.10888481140137 159.86541593074799 135.71066176891327 135.06896984577179 137.8371422290802 53.658498287200928 197.79545438289642
leaf_count=2860 442 204 739 51 93 47 98 57 108 16 65
internal_value=0 0.000121409 0.000220946 0.00051134 7.46194e-05 -0.000398712 0.000358578 -0.000582385 -0.0016669 -0.000213882 0.00101554
internal_weight=0 3935.19 3484.37 1990.95 1033.63 687.729 430.645 270.78 257.084 119.247 345.904
internal_count=4780 1920 1716 977 535 377 202 155 175 67 158
is_linear=0
shrinkage=0.06


Tree=608
num_leaves=12
num_cat=0
split_feature=52 100 121 30 18 148 67 88 101 10 145
split_gain=0.0263909 0.107523 0.174278 0.161361 0.130617 0.138411 0.161842 0.128382 0.123647 0.249255 0.18174
threshold=0.0060143163427710542 0.0021592099219560628 0.029773407615721229 0.00050559637020342063 0.0054799309000372895 0.0060143163427710542 0.00017767510871635753 0.00093549740267917525 0.0087224207818508166 0.017724351026117805 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 4 -4 5 6 -3 -8 9 -2 -10
right_child=1 2 3 -5 -6 -7 7 -9 10 -11 -12
leaf_value=6.9175547883726859e-05 -5.9934091079892183e-05 0.00042820595024148448 -0.0045605605912330044 0.00043003811764572063 -0.001520566359637031 -8.8763407679310351e-06 0.003496646285196664 0.00057296109531658913 -0.0023600391757757702 -0.0036217832856552754 0.0017052202667330902
leaf_weight=6450.5515273809433 1406.0203400850296 322.49900424480438 50.047229290008545 43.574110507965088 111.28892529010773 592.44958913326263 156.62885653972626 82.614227890968323 221.84248125553131 74.375288367271423 48.108103632926941
leaf_count=3426 539 145 37 15 76 275 36 34 119 67 11
internal_value=0 -0.000143619 0.000256772 -0.00223981 0.000441633 0.000630947 0.00130563 0.00248772 -0.00045451 -0.000239114 -0.0016352
internal_weight=0 3109.45 1359.1 93.6213 1265.48 1154.19 561.742 239.243 1750.35 1480.4 269.951
internal_count=4780 1354 618 52 566 490 215 70 736 606 130
is_linear=0
shrinkage=0.06


Tree=609
num_leaves=12
num_cat=0
split_feature=20 32 86 126 77 125 58 20 0 71 95
split_gain=0.0267961 0.0654303 0.0743484 0.111459 0.0874804 0.0823297 0.0702256 0.0857471 0.0696603 0.0728793 0.0609143
threshold=0.0042751494329422721 0.0026833302108570938 0.00080172589514404546 0.00017767510871635753 0.040252277627587325 0.0056525857653468856 0.0011615398107096555 0.0058306583669036635 0.0051502294372767219 0.0058306583669036635 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 10 -3 -8 -9 -10 -2
right_child=1 6 3 -5 -6 -7 7 8 9 -11 -12
leaf_value=-4.2160065818187478e-05 -2.1699566063462458e-05 -0.00053655514242912337 -0.00258875183740078 0.0001228734465955922 0.0029459761731769284 -0.0020840137363350056 0.002680828234035293 0.0015031001037255972 0.0013066966730416458 -0.0025951287036377973 0.0012633741874473216
leaf_weight=8130.5084309577942 547.39069008827209 91.588536739349365 91.120149731636047 135.80433917045593 41.353952646255493 56.614025473594666 110.74091076850891 109.53715443611145 30.159485936164856 39.962841510772705 175.21916615962982
leaf_count=4042 291 34 74 90 13 51 27 34 11 36 77
internal_value=0 0.000239518 -5.63606e-06 -0.000966624 0.000260203 0.000117308 0.000911612 0.00136837 0.000558342 -0.00091749 0.000290038
internal_weight=0 1429.49 1047.5 226.924 820.578 779.224 381.989 290.4 179.659 70.1223 722.61
internal_count=4780 738 596 164 432 419 142 108 81 47 368
is_linear=0
shrinkage=0.06


Tree=610
num_leaves=12
num_cat=0
split_feature=124 125 133 144 7 131 24 92 71 107 58
split_gain=0.0265525 0.0888667 0.106428 0.109522 0.110697 0.0605936 0.0565373 0.102108 0.0882971 0.105998 0.137457
threshold=0.02129978779703379 0.00042089859198313212 0.010829726699739696 0.0017376682371832433 0.0015833032084628942 0.000490355829242617 0.0015833032084628942 0.037906534969806678 0.001792412775103003 0.00017767510871635753 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2 8 -8 9 -5 -11
right_child=1 2 -4 6 -6 -7 7 -9 -10 10 -12
leaf_value=-3.5929868881379099e-05 -0.0026649895734163777 0.0003450824073103844 -0.0018879870326554533 0.0010087144953627436 0.0039485036948746647 -0.00020543189435053827 -0.00079397772467131988 0.0020087260783144953 0.0016214143396042627 -0.0040076716393624805 0.00094247780743491509
leaf_weight=8468.8155225515366 53.471143484115601 55.784978747367859 62.258097529411316 127.48577213287354 68.183201789855957 110.36620116233826 237.19623148441315 58.192491412162781 236.92924916744232 44.403157234191895 36.913636922836304
leaf_count=4274 32 26 48 34 21 59 149 12 76 40 9
internal_value=0 0.000278522 0.000506128 0.000678624 0.00232857 -0.00100929 0.000402359 -0.000241343 0.000828902 -7.07119e-05 -0.00176216
internal_weight=0 1091.18 927.347 865.089 123.968 163.837 741.121 295.389 445.732 208.803 81.3168
internal_count=4780 506 415 367 47 91 320 161 159 83 49
is_linear=0
shrinkage=0.06


Tree=611
num_leaves=12
num_cat=0
split_feature=116 86 40 139 11 1 106 31 81 148 25
split_gain=0.0276719 0.0895015 0.105345 0.0797021 0.0823762 0.076346 0.0821925 0.0728854 0.0561033 0.0910064 0.072761
threshold=0.01884530205279589 0.00087947337306104611 0.0048403022810816774 0.00085274505545385193 0.0030382014811038975 0.0013986918493174019 0.0054799309000372895 0.00044738779251929378 0.0021592099219560628 0.0034400182776153092 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -3 -4 -7 -6 -2 -10 -11
right_child=1 3 5 -5 7 6 -8 -9 9 10 -12
leaf_value=-3.0365588402341595e-05 -0.0021221473418977918 -0.0038788053102329209 0.00048185088695468838 0.0010150873555710349 0.00083567168331728553 0.0037526652518288903 0.00094994583727663333 -0.0022166490533166651 0.002084894977842778 0.00010038637470779289 -0.0031581227184190081
leaf_weight=8784.4666984081268 41.072920441627502 37.74268364906311 126.28201580047607 68.183201789855957 58.098814010620117 82.80158269405365 69.199603319168091 54.487545013427734 70.403359651565552 137.28912770748138 29.972131133079529
leaf_count=4429 37 34 41 21 20 18 30 41 23 59 27
internal_value=0 0.000343501 0.000747177 -0.000685402 -0.00145684 0.00157276 0.00247817 -0.000642192 -7.73296e-05 0.000276797 -0.000485055
internal_weight=0 775.533 557.021 218.512 150.329 278.283 152.001 112.586 278.738 237.665 167.261
internal_count=4780 351 235 116 95 89 48 61 146 109 86
is_linear=0
shrinkage=0.06


Tree=612
num_leaves=12
num_cat=0
split_feature=57 41 86 4 11 29 27 75 123 143 117
split_gain=0.0265431 0.0592526 0.0884463 0.0315522 0.115874 0.10909 0.113163 0.227298 0.138261 0.0928656 0.0647318
threshold=0.0046923852059990176 0.00066645268816500913 0.00073092587990686308 0.0005375427135732026 0.020658296532928947 0.04673989117145539 0.021960759535431865 0.0020932231564074759 0.0036604277556762104 0.0079489401541650313 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 10 -8 -9 -6 -1
right_child=1 -3 -4 -5 9 -7 7 8 -10 -11 -12
leaf_value=0.00058019417092827904 0.0012768856869245955 0.0022313192856980549 -0.001744232088808687 -9.5749700966593859e-05 -0.00063117644131673067 -0.0029976778173607679 0.0012366515041216911 -0.004784270905584238 0.00020033555997669205 -0.0043248861295040481 1.5167658770634108e-05
leaf_weight=1641.1697186231613 82.80158269405365 61.522728204727173 60.131617069244385 6076.9373645782471 84.64703094959259 37.74268364906311 72.623517513275146 64.384577989578247 29.049407005310059 34.412446856498718 1314.5770084857941
leaf_count=767 18 15 38 2952 52 34 25 58 10 31 780
internal_value=0 0.000676088 5.5786e-06 -1.48157e-05 0.000135195 0.000204459 0.000243267 -0.00128034 -0.00323596 -0.00170152 0.000328906
internal_weight=0 204.456 142.933 9355.54 3278.61 3159.55 3121.8 166.058 93.434 119.059 2955.75
internal_count=4780 71 56 4709 1757 1674 1640 93 68 83 1547
is_linear=0
shrinkage=0.06


Tree=613
num_leaves=12
num_cat=0
split_feature=94 98 47 24 31 95 74 77 144 11 39
split_gain=0.0266013 0.0435938 0.0534056 0.0349883 0.0326136 0.0912055 0.186032 0.200323 0.219228 0.112866 0.201381
threshold=0.055838862434029586 0.0022975050378590827 0.00073092587990686308 0.0072436286136507997 0.00017767510871635753 0.0012745757703669371 0.0005893622583243997 0.012636432424187662 0.00096484774257987748 0.0014427106943912806 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 7 9 -9 -7 -11
right_child=1 3 -4 -5 -6 6 -8 8 -10 10 -12
leaf_value=0.00010725595781346887 -0.00027362296434526521 0.00057127011209755674 0.0018752656963557084 -0.002016581865631366 0.00010287150436737958 0.00061422998402577589 -0.0022506268608228409 -0.0046289798416244031 -0.00050167110151124242 -0.0019382472596302996 4.953629736541945e-06
leaf_weight=2756.1198743581772 64.759287595748901 41.26027524471283 116.38498282432556 34.412446856498718 4362.9567736387253 613.72844362258911 181.50493013858795 74.375288367271423 122.67074680328369 240.43279087543488 951.39384329319
leaf_count=1351 26 21 24 31 2176 278 115 67 62 160 469
internal_value=0 0.000602233 0.00110731 -0.000606673 -1.66685e-05 -0.00012224 -0.000411832 -0.00024507 -0.00206109 -4.67791e-05 -0.000387187
internal_weight=0 256.817 181.144 75.6727 9303.18 4940.23 2184.11 2002.6 197.046 1805.56 1191.83
internal_count=4780 102 50 52 4678 2502 1151 1036 129 907 629
is_linear=0
shrinkage=0.06


Tree=614
num_leaves=12
num_cat=0
split_feature=92 97 73 60 11 54 95 83 69 104 150
split_gain=0.0238738 0.0750456 0.106773 0.0917025 0.0899078 0.110361 0.107299 0.13545 0.188689 0.161444 0.136117
threshold=0.0034400182776153092 0.00038414125447161501 0.00060774214216507982 0.00017767510871635753 0.020658296532928947 0.0012745757703669371 0.0012745757703669371 0.030689206905663017 0.00073092587990686308 0.0079489401541650313 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 -2 10 9 -9 -8
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 -12
leaf_value=-7.9345899843413778e-05 -2.1203276035443865e-05 0.00018608423363878447 -6.8838864682692751e-05 -0.0035383444635391117 0.00020033755050644788 -0.0024260557206776208 0.00082454255717383381 -0.0033035003363943828 0.0033822823309654811 0.0025902021355251261 -0.0013801427511699262
leaf_weight=5624.8120578527451 875.3464115858078 38.946439981460571 1592.1388908624649 61.054341197013855 163.19565272331238 88.899991869926453 782.19345879554749 34.412446856498718 150.98478448390961 32.379643797874451 115.63556361198425
leaf_count=2860 449 27 739 55 50 72 357 31 39 13 88
internal_value=0 0.000113317 -0.000188346 -0.00208909 0.000340889 -0.000726439 0.000476064 0.000866206 0.00220826 -0.000446735 0.000540469
internal_weight=0 3935.19 1692.14 100.001 2243.05 252.096 1990.95 1115.61 217.777 66.7921 897.829
internal_count=4780 1920 821 82 1099 122 977 528 83 44 445
is_linear=0
shrinkage=0.06


Tree=615
num_leaves=12
num_cat=0
split_feature=128 128 51 106 114 115 142 113 68 71 80
split_gain=0.0249102 0.0919664 0.135123 0.2052 0.126507 0.116172 0.115913 0.0992651 0.13065 0.130848 0.0968545
threshold=0.00060774214216507982 0.00017767510871635753 0.0018488886416889729 0.00080172589514404546 0.00068727668258361529 0.00068727668258361529 0.0044099434744566688 0.0005893622583243997 0.0012357163941487672 0.037906534969806678 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5 -4 -8 -9 -10 -6
right_child=-2 2 6 5 10 -7 7 8 9 -11 -12
leaf_value=-0.00015594035688802684 7.6201256238623958e-05 -0.0050437142486792303 0.0008754036268902337 -0.0034960170396579333 0.0019271939867299582 -0.00040220814003126716 -0.0040151582095041948 0.001692996998972255 -0.0022188592131766791 0.0014352712054978166 0.00027144651042924336
leaf_weight=2208.1530699729919 5902.4676176309586 52.173709750175476 253.20572352409363 53.283788681030273 196.4980206489563 240.90117788314819 32.192288994789124 71.607115983963013 142.37113535404205 46.810669898986816 360.33536529541016
leaf_count=1205 2811 47 123 48 80 120 29 16 104 26 171
internal_value=0 -0.000123074 -0.000652582 -0.00157946 4.78704e-05 -0.000963567 -6.46324e-05 -0.000877069 -0.000488307 -0.00131441 0.000855976
internal_weight=0 3657.53 892.546 346.359 2764.99 294.185 546.187 292.981 260.789 189.182 556.833
internal_count=4780 1969 513 215 1456 168 298 175 146 130 251
is_linear=0
shrinkage=0.06


Tree=616
num_leaves=12
num_cat=0
split_feature=34 115 40 47 69 77 98 146 81 51 73
split_gain=0.0269298 0.0463249 0.0511635 0.0835928 0.0500806 0.0480588 0.0459786 0.0859841 0.0397531 0.201327 0.226877
threshold=0.02636832278221846 0.0033348383149132137 0.0014427106943912806 0.0056525857653468856 0.0014881226234138014 0.0023699469165876512 0.0062037324532866487 0.0046923852059990176 0.020658296532928947 0.0038949446752667431 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -3 -6 7 -4 -1 -10 -11
right_child=1 4 6 -5 5 -7 -8 -9 9 10 -12
leaf_value=2.3345047820212195e-06 -0.0027837620474137829 -0.0016881930302956433 0.0032009733100834708 0.00028365530366309359 -0.0012964304762841114 0.00079163773921777996 -0.00028685830897586147 0.00079258629571040079 8.592455128501464e-05 -0.00024003149331488724 -0.0049469021481609891
leaf_weight=7882.0100054740906 36.726282119750977 76.595446228981018 63.742886066436768 243.12133574485779 57.724104404449463 126.37569320201874 94.637741327285767 326.0165958404541 504.94070839881897 79.283991098403931 68.824893712997437
leaf_count=3996 25 69 17 122 52 33 61 132 180 31 62
internal_value=0 0.00029054 0.000526116 -0.000119753 -0.000400002 0.00013658 0.000899197 0.00118718 -3.49405e-05 -0.000484765 -0.00242913
internal_weight=0 1024.94 764.245 279.848 260.695 184.1 484.397 389.759 8535.06 653.05 148.109
internal_count=4780 511 357 147 154 85 210 149 4269 273 93
is_linear=0
shrinkage=0.06


Tree=617
num_leaves=12
num_cat=0
split_feature=118 94 143 104 42 92 44 34 68 101 9
split_gain=0.0260224 0.084989 0.124757 0.141879 0.100506 0.141473 0.0872092 0.106164 0.147309 0.18112 0.191005
threshold=0.0014427106943912806 0.00043393640953581786 0.028020657598972324 0.00060774214216507982 0.0013560238294303419 0.00043393640953581786 0.0028552538715302949 0.015200819820165636 0.00064626874518580746 0.0087224207818508166 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -3 -10 -11
right_child=-2 6 -4 4 -6 -7 -8 -9 9 10 -12
leaf_value=-0.00096014388040041912 0.00012884091546765152 0.00012141654580047534 -0.0016696811999300555 -8.30717532916795e-05 0.00048773655324185614 0.0030674349138429149 2.3074846688267057e-05 0.00042350645156032156 -0.00082029169803785778 -0.0053771195345133803 -0.00081540161400615885
leaf_weight=196.02963364124298 3547.0206596851349 515.76046550273895 101.57924711704254 80.300392627716064 799.11162507534027 142.01047563552856 2736.592790722847 363.66560208797455 945.54836654663086 68.824893712997437 63.55553126335144
leaf_count=120 1635 214 43 40 445 39 1390 174 585 62 33
internal_value=0 -7.60732e-05 0.000349439 0.000518029 0.000801784 0.00192992 -0.00019565 -0.000501436 -0.000712513 -0.0011115 -0.00318932
internal_weight=0 6012.98 1319.03 1217.45 1021.42 222.311 4693.95 1957.35 1593.69 1077.93 132.38
internal_count=4780 3145 687 644 524 79 2458 1068 894 680 95
is_linear=0
shrinkage=0.06


Tree=618
num_leaves=12
num_cat=0
split_feature=63 39 113 73 79 25 11 131 11 99 4
split_gain=0.0262874 0.0865044 0.145886 0.297623 0.226331 0.154831 0.152761 0.0979908 0.101049 0.0901533 0.107232
threshold=0.00042089859198313212 0.00017767510871635753 0.0084566329605877417 0.0017376682371832433 0.002945306478068233 0.0045489775948226461 0.00057154725072905432 0.00040826165059115743 0.0030382014811038975 0.00017767510871635753 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 7 -5 9 -9 -2 -11
right_child=1 -3 -4 4 -6 -7 -8 8 -10 10 -12
leaf_value=0.00019650698509435414 -0.0035274855953518593 1.715799727905398e-05 0.0014095176743497177 -0.0012689285930149116 -0.0029883452055039631 -0.0050592334544645231 0.0021405452310672788 -0.0017137188255751236 -0.0065100089411198672 -0.0018162086519124567 0.00099257524680382661
leaf_weight=1949.8653388023376 43.293078303337097 6846.4515681266785 105.92588543891907 64.665610194206238 56.707702875137329 55.503946542739868 175.59387576580048 38.946439981460571 26.641894340515137 104.72212910652161 91.682214140892029
leaf_count=1037 39 3338 55 34 43 50 45 27 24 62 26
internal_value=0 -5.0407e-05 -0.000656054 -0.000988859 0.000417874 -0.00214654 0.00122274 -0.0016155 -0.00366891 -0.00105233 -0.000505221
internal_weight=0 7610.13 763.683 657.757 296.967 360.79 240.259 305.286 65.5883 239.697 196.404
internal_count=4780 3743 405 350 122 228 79 178 51 127 88
is_linear=0
shrinkage=0.06


Tree=619
num_leaves=12
num_cat=0
split_feature=112 112 83 81 51 36 53 29 78 131 67
split_gain=0.0266631 0.0542718 0.0824215 0.149628 0.223941 0.12691 0.141777 0.116102 0.111891 0.160395 0.133342
threshold=0.0033348383149132137 0.0011615398107096555 0.023343417793512348 0.0063990866765379914 0.0026012937305495147 0.0013986918493174019 0.040252277627587325 0.021960759535431865 0.0068083447404205808 0.0033348383149132137 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 6 -4 8 10 -10 -3
right_child=-2 2 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=2.0149691363586175e-05 0.00029407817951079867 0.0013767351761925484 -0.0032024648057449772 -0.0042341913444535802 -0.0039120580315628647 0.0028793664659743845 0.0013245575220141325 -0.0030145942833311851 -0.0030043949417243149 0.00035418207237112144 -0.00073002253420970217
leaf_weight=7584.2418696880341 994.03117978572845 292.43319571018219 45.513236165046692 52.26738715171814 55.503946542739868 53.752175688743591 54.768577218055725 46.623315095901489 88.899991869926453 120.4505889415741 171.51421976089478
leaf_count=3655 564 126 41 39 50 8 17 42 72 60 106
internal_value=0 -3.41887e-05 -0.000453935 -0.00136537 -0.000648088 0.000529811 -0.00073119 -0.00012234 7.83552e-05 -0.00107278 0.00059791
internal_weight=0 8565.97 981.727 261.805 209.538 154.034 100.282 719.921 673.298 209.351 463.947
internal_count=4780 4216 561 155 116 66 58 406 364 132 232
is_linear=0
shrinkage=0.06


Tree=620
num_leaves=12
num_cat=0
split_feature=99 5 85 54 52 27 95 87 77 101 99
split_gain=0.0255382 0.0769285 0.14021 0.091126 0.0930008 0.0810804 0.0877991 0.0819358 0.0826788 0.0725564 0.0716056
threshold=0.017188700847327713 0.00057154725072905432 0.0005375427135732026 0.00087947337306104611 0.0079489401541650313 0.00017767510871635753 0.0042751494329422721 0.0017376682371832433 0.0063990866765379914 0.00075379351619631063 0.034632634371519096
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 9 -4 -5 10 7 8 -7 -3 -2
right_child=1 2 3 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-3.5207314036598399e-05 -0.0036454837313396201 -0.0013608866334157107 -0.0042989880460438529 1.4151354292476694e-05 -0.0038271935964129711 0.0014638232637092052 0.0019005369942437799 -0.0023411071391176734 -0.00090672988026761347 0.00079350587910441319 0.0007030650830177614
leaf_weight=8471.6914222240448 26.641894340515137 68.9185711145401 37.74268364906311 92.417583465576172 29.972131133079529 164.21205425262451 221.10711193084717 36.632604718208313 78.08023476600647 304.83141875267029 27.751973271369934
leaf_count=4220 24 54 34 59 27 59 86 33 38 121 25
internal_value=0 0.000273535 -0.000240513 -0.00172542 -0.000928916 0.00076849 0.00100784 0.00029976 0.000699838 0.000395983 -0.00142962
internal_weight=0 1088.31 533.882 160.132 122.39 554.426 500.032 278.925 242.292 373.75 54.3939
internal_count=4780 560 295 120 86 265 216 130 97 175 49
is_linear=0
shrinkage=0.06


Tree=621
num_leaves=12
num_cat=0
split_feature=68 68 27 54 97 101 65 19 59 145 27
split_gain=0.0254083 0.112771 0.20137 0.125636 0.148237 0.0829156 0.217545 0.223369 0.227871 0.167817 0.156585
threshold=0.0017376682371832433 0.0020292587578296666 0.0015833032084628942 0.0010585968848317864 0.00082683752407319855 0.0087224207818508166 0.0084566329605877417 0.0084566329605877417 0.01884530205279589 0.0062037324532866487 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 7 8 9 10 -7
right_child=1 5 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00012682691253072055 0.0048912389871924667 0.00010915618025712923 -0.00013181701546213171 -0.0011090992104724401 0.003388154365724047 0.00083135377884396649 0.0012572798240209589 0.00021635035428516728 -0.006507318363347705 -0.0044176047198119213 -0.001951382806678842
leaf_weight=3567.7514996528625 58.192491412162781 4698.4675930738449 216.29208660125732 46.716992497444153 60.412649273872375 114.99387168884277 195.57529652118683 309.08437967300415 35.522525787353516 58.927860736846924 198.06243669986725
leaf_count=1589 12 2551 114 34 14 47 63 141 32 45 138
internal_value=0 7.54149e-05 0.00107332 0.00264913 0.00142779 7.52353e-06 -0.00051593 -0.00099999 -0.00192238 -0.00148291 -0.000929271
internal_weight=0 5992.25 381.614 165.322 107.13 5610.63 912.166 716.591 407.507 371.984 313.056
internal_count=4780 3191 174 60 48 3017 466 403 262 230 185
is_linear=0
shrinkage=0.06


Tree=622
num_leaves=12
num_cat=0
split_feature=90 148 46 100 90 52 43 61 73 141 9
split_gain=0.0241158 0.0475355 0.083882 0.042832 0.0365287 0.0980232 0.0879915 0.0862057 0.0656113 0.0555021 0.0427695
threshold=0.0020932231564074759 0.0034400182776153092 0.0013560238294303419 0.0033348383149132137 0.00090704852482303988 0.0033348383149132137 0.0056525857653468856 0.0062037324532866487 0.0027679565828293566 0.013439828064292671 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 -6 8 9 -7 -9
right_child=1 3 -4 -5 5 7 -8 10 -10 -11 -12
leaf_value=8.8446425912473624e-06 0.00083553347190018805 0.0021153888086977608 -0.0026528855648189696 0.00020230911155049653 -0.00036120101685565756 -0.0013187588984082252 0.002564441405740742 -0.0021131509065952046 -0.0029982266104664015 0.0018068999033423279 -0.0058030042041423979
leaf_weight=8882.4487264156342 67.99584698677063 86.131819486618042 38.946439981460571 82.426873087882996 192.69939684867859 45.606913566589355 45.700590968132019 23.311657547950745 35.616203188896179 36.913636922836304 22.201578617095947
leaf_count=4396 37 21 27 50 117 33 25 21 24 9 20
internal_value=0 0.000553047 -0.000436177 0.00118055 -1.64782e-05 -0.000575797 0.000200476 -0.00170608 -0.000849835 7.99261e-05 -0.00392186
internal_weight=0 275.501 106.942 168.559 9284.5 402.05 238.4 163.65 118.137 82.5206 45.5132
internal_count=4780 135 64 71 4645 249 142 107 66 42 41
is_linear=0
shrinkage=0.06


Tree=623
num_leaves=12
num_cat=0
split_feature=94 5 98 30 118 60 42 52 136 46 107
split_gain=0.0274128 0.0969603 0.200093 0.145686 0.121915 0.103887 0.0986456 0.162922 0.123158 0.124898 0.140081
threshold=0.0028552538715302949 0.0016846025246195497 0.0011261500185355546 0.0020292587578296666 0.00037263428384903824 0.00085274505545385193 0.0068083447404205808 0.010500331409275534 0.00090704852482303988 0.0020292587578296666 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 8 -8 -1 -10 -11
right_child=-2 2 -4 -5 5 -7 7 -9 9 10 -12
leaf_value=-0.00056022009225501358 0.00011592304501393588 0.0034701699592754255 -0.00014736389361713856 -0.0003499598859843633 -0.00071056501774052164 0.0022003553372049105 0.00047676873728971455 -0.0020999050843808929 -0.0018932480203772009 -0.00020361846523309353 0.0025072550227314572
leaf_weight=2589.3129526376724 4150.7443430423737 131.92608785629272 955.17841720581055 123.87450313568115 71.419761180877686 115.27490389347076 994.03117978572845 96.857899188995361 56.707702875137329 132.75513458251953 141.9167982339859
leaf_count=1322 2001 38 529 55 32 23 564 63 43 63 47
internal_value=0 -8.90612e-05 0.000341285 0.00139589 0.00207454 0.001087 -0.000239003 0.000247819 -0.000420835 0.000668124 0.00119743
internal_weight=0 5409.26 1397.67 442.495 318.621 186.695 4011.58 1090.89 2920.69 331.38 274.672
internal_count=4780 2779 677 148 93 55 2102 627 1475 153 110
is_linear=0
shrinkage=0.06


Tree=624
num_leaves=12
num_cat=0
split_feature=124 114 75 141 81 105 138 15 104 42 142
split_gain=0.0248906 0.0782024 0.106893 0.081089 0.115269 0.0995149 0.0947671 0.0799274 0.0799093 0.0693962 0.0473747
threshold=0.028884131461381916 0.0021592099219560628 0.0036604277556762104 0.0030382014811038975 0.0079489401541650313 0.0036604277556762104 0.0032328735105693345 0.0022975050378590827 0.00093549740267917525 0.0031340263085439806 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 8 7 -7 10 -5 -9 -3
right_child=1 3 -4 4 -6 6 -8 9 -10 -11 -12
leaf_value=-3.0501310651084431e-05 -8.5170333839909695e-05 -0.0002916204268076556 0.0035357753135906093 0.0010278017530846236 -0.0042885862271263208 0.0035389824293626491 0.00023743028294217138 -0.0035879422895671864 -0.0018264332863724472 -0.00044637403983924093 0.0012936570340359862
leaf_weight=8699.7259900569916 58.005136609077454 117.1203521490097 59.302570343017578 74.937352776527405 32.192288994789124 63.742886066436768 61.429050803184509 31.082210063934326 66.604735851287842 134.69426023960114 161.16284966468811
leaf_count=4385 28 57 13 19 29 17 23 28 60 89 32
internal_value=0 0.0003078 0.00174678 8.03933e-05 -0.00105386 0.0004267 0.0019202 5.37271e-06 -0.000315642 -0.00103721 0.0006266
internal_weight=0 860.274 117.308 742.966 173.734 569.232 125.172 444.06 141.542 165.776 278.283
internal_count=4780 395 41 354 108 246 40 206 79 117 89
is_linear=0
shrinkage=0.06


Tree=625
num_leaves=12
num_cat=0
split_feature=116 137 105 142 14 1 83 104 50 125 142
split_gain=0.0244033 0.0904418 0.0771238 0.0646704 0.0618095 0.0646579 0.0505068 0.0473583 0.0812119 0.0445677 0.155768
threshold=0.01884530205279589 0.00017767510871635753 0.0068083447404205808 0.0070226341485977182 0.00047558375808876013 0.0032328735105693345 0.023343417793512348 0.015200819820165636 0.0063990866765379914 0.027182282879948619 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 7 -4 -2 6 -6 8 -3 -1 -11
right_child=1 2 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=8.7077832362897103e-06 -8.4269780769882967e-05 -7.1506645223523322e-05 -0.00060073794626767148 0.0017220376809084284 0.0018882552564044074 0.0032290458256496444 -0.00039510293490918017 -0.0029202995667830297 -0.0030586387776109689 -0.00095969232738424173 0.0015321265480446019
leaf_weight=8164.4524908065796 106.01956284046173 206.30137622356415 73.63991904258728 103.98675978183746 87.241898417472839 67.07312285900116 58.005136609077454 34.412446856498718 38.852762579917908 510.38337576389313 109.63083183765411
leaf_count=4113 47 105 34 29 22 20 28 31 35 290 26
internal_value=0 0.000322554 -0.000218121 0.000759272 0.00109889 0.00168944 0.00097674 -0.000839171 -0.00054597 -2.85376e-05 -0.000518913
internal_weight=0 775.533 457.193 177.627 318.34 212.32 145.247 279.567 245.154 8784.47 620.014
internal_count=4780 351 234 63 117 70 50 171 140 4429 316
is_linear=0
shrinkage=0.06


Tree=626
num_leaves=12
num_cat=0
split_feature=112 99 45 128 88 138 83 144 50 4 81
split_gain=0.0254941 0.0334263 0.0320608 0.0313894 0.103181 0.115192 0.210682 0.12783 0.118228 0.158095 0.239247
threshold=0.010829726699739696 0.013439828064292671 0.021960759535431865 0.00060774214216507982 0.0051502294372767219 0.00039601318712811922 0.0046923852059990176 0.0053125319536775359 0.00087947337306104611 0.0060143163427710542 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 8 -7 -8 9 10 -1
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0011444958893540387 -2.4024161738357172e-06 0.0019059669299245872 0.0018507431874493941 6.6233945615834809e-05 -0.0019245730143812863 0.002010086017874621 -0.00050716509890320373 0.0021672570630476046 -0.00011418522019832755 0.0010541102952249866 -0.0056888294090475019
leaf_weight=282.70946764945984 241.35551500320435 52.361064553260803 38.946439981460571 5809.0336326360703 115.54188621044159 241.27588748931885 454.59839701652527 74.843675374984741 2113.2483463287354 87.241898417472839 48.843472957611084
leaf_count=190 177 31 27 2743 96 88 264 27 1071 22 44
internal_value=0 0.000515904 0.00025565 -1.86562e-05 -0.000162915 -0.00010123 0.000540986 -0.000128762 -0.000296725 -0.00121758 -0.00181547
internal_weight=0 332.663 280.302 9227.34 3418.3 3302.76 770.718 529.442 2532.04 418.795 331.553
internal_count=4780 235 204 4545 1802 1706 379 291 1327 256 234
is_linear=0
shrinkage=0.06


Tree=627
num_leaves=12
num_cat=0
split_feature=67 108 98 114 108 102 12 84 145 128 58
split_gain=0.0235673 0.0703391 0.0997426 0.10998 0.0965169 0.0753398 0.0872646 0.0702181 0.0561767 0.0524429 0.0885043
threshold=0.0044099434744566688 0.0026833302108570938 0.00066645268816500913 0.04673989117145539 0.00017767510871635753 0.00096484774257987748 0.0012357163941487672 0.000490355829242617 0.0030382014811038975 0.05109804309904576 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 -2 -3 -7 -6 -8 -1 -11
right_child=1 5 3 -5 7 6 8 -9 -10 10 -12
leaf_value=-4.9005547669317797e-05 -0.0019891491327003975 -0.0011157416297039164 -0.0032596772853354283 0.0012854305131383039 0.0022168438513325375 0.0028708087979092867 0.0014077863557033937 9.4314854353195386e-05 -0.0004688172647895172 0.0024556102671496635 -0.00028600038537380086
leaf_weight=8597.4910011291504 55.691301345825195 56.895057678222656 66.604735851287842 26.829249143600464 81.691503763198853 87.335575819015503 143.0268771648407 178.73675775527954 95.841497659683228 80.581424832344055 89.274701476097107
leaf_count=4398 34 27 60 8 17 14 48 64 54 16 40
internal_value=0 0.000313238 -0.000233396 -0.00195459 0.000275785 0.000897529 0.00124891 0.000760708 0.000654953 -2.83741e-05 0.00101533
internal_weight=0 792.653 409.554 93.434 316.12 383.099 326.204 260.428 238.868 8767.35 169.856
internal_count=4780 326 183 68 115 143 116 81 102 4454 56
is_linear=0
shrinkage=0.06


Tree=628
num_leaves=12
num_cat=0
split_feature=118 18 102 115 104 62 100 65 91 110 150
split_gain=0.0239397 0.0901467 0.228391 0.255697 0.183018 0.139499 0.0965517 0.153567 0.140182 0.134856 0.110422
threshold=0.0046923852059990176 0.00075379351619631063 0.0041444667149335155 0.010829726699739696 0.00046126570669002836 0.00070876078098081063 0.00070876078098081063 0.000490355829242617 0.0035485138650983576 0.00050559637020342063 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -6 7 -2 9 10 -8
right_child=1 2 -4 -5 5 -7 8 -9 -10 -11 -12
leaf_value=-4.8546884207690883e-05 0.0023119148108985891 0.0013800977689604847 0.00088955044437085762 -0.0043291858936101331 -0.0025425851407425582 0.00065869198507373101 -0.0033368481385992244 0.00037966632849363395 0.0011505044907371871 6.9219788181296206e-05 0.0010059888783365285
leaf_weight=7581.4315476417542 211.39743375778198 117.4013843536377 312.60197126865387 78.815604090690613 155.78575992584229 71.419761180877686 98.797024846076965 493.93359649181366 199.82825744152069 211.85177087783813 26.7355717420578
leaf_count=3895 53 33 128 71 108 32 89 162 83 110 16
internal_value=0 0.000185811 -0.000340372 -0.00124839 -0.000542722 -0.00153645 0.000497499 0.000959033 -0.000108537 -0.000854371 -0.00241186
internal_weight=0 1978.57 736.024 423.423 344.607 227.206 1242.54 705.331 537.213 337.384 125.533
internal_count=4780 885 372 244 173 140 513 215 298 215 105
is_linear=0
shrinkage=0.06


Tree=629
num_leaves=12
num_cat=0
split_feature=23 134 63 53 116 8 54 108 116 150 5
split_gain=0.025725 0.0930448 0.0697985 0.079793 0.0923105 0.157778 0.139494 0.0888069 0.123452 0.109498 0.097974
threshold=0.0031340263085439806 0.00070876078098081063 0.022641776129603389 0.00070876078098081063 0.0026833302108570938 0.010829726699739696 0.0010585968848317864 0.00017767510871635753 0.00087947337306104611 0.00017767510871635753 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1 -9 -10 -11
right_child=-2 -3 -4 -5 5 -7 -8 8 9 10 -12
leaf_value=-0.00055427366950427438 5.3251912307094909e-05 0.0013408411791546349 -0.0023762021051237873 -0.00067332393342135267 -0.0056311007420959064 0.0009760173455868234 -0.00092836847406309916 -1.3951809059941481e-05 0.0027165086011166888 -0.0010487203577620569 0.0020590701720004313
leaf_weight=294.55967617034912 7392.6244519948959 135.35000205039978 55.691301345825195 827.59896767139435 37.74268364906311 68.183201789855957 56.895057678222656 390.58852863311768 154.50237607955933 76.876478433609009 69.386958122253418
leaf_count=136 3733 33 34 503 34 21 27 174 26 45 14
internal_value=0 -0.00018181 -0.000283293 -0.000224199 9.94004e-05 -0.00122368 -0.00280784 0.000318005 0.000689676 0.00160314 0.000426006
internal_weight=0 2167.38 2032.03 1976.33 1148.73 162.821 94.6377 985.914 691.354 300.766 146.263
internal_count=4780 1047 1014 980 477 82 61 395 259 85 59
is_linear=0
shrinkage=0.06


Tree=630
num_leaves=12
num_cat=0
split_feature=14 94 60 148 148 94 102 117 148 146 131
split_gain=0.0238214 0.0904433 0.115747 0.249409 0.190682 0.175772 0.18115 0.168461 0.111018 0.156049 0.137049
threshold=0.00040826165059115743 0.00093549740267917525 0.0013146653072908523 0.0016331639490090313 0.0070226341485977182 0.0033348383149132137 0.0016846025246195497 0.0031340263085439806 0.011519505176693203 0.015675474889576439 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 7 -3 6 -5 -4 9 10 -1
right_child=-2 2 3 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00016829331527169942 -6.084639011349364e-05 0.0016397588939626691 2.499506576987591e-06 0.0018743620842911568 -0.00039382460948891325 -0.0020688042774996969 -0.00090249400051787426 -0.0059646019373298144 0.00069994456514855022 -0.0042025648099304853 -0.0030219034323913426
leaf_weight=1003.0991660356522 6769.7483946084976 518.26165556907654 29.049407005310059 243.68340015411377 244.13773727416992 87.977267742156982 129.42489778995514 41.072920441627502 390.21381902694702 38.946439981460571 64.384577989578247
leaf_count=556 3374 192 10 74 131 55 60 37 206 27 58
internal_value=0 0.000147482 0.000514894 -0.000165025 0.000988593 0.000342223 0.000911134 -0.00349614 -0.000170099 -0.00047698 -0.000340674
internal_weight=0 2790.25 1293.61 531.208 762.399 461.086 373.108 70.1223 1496.64 1106.43 1067.48
internal_count=4780 1406 559 236 323 189 134 47 847 641 614
is_linear=0
shrinkage=0.06


Tree=631
num_leaves=12
num_cat=0
split_feature=63 92 85 27 53 143 0 108 100 94 88
split_gain=0.0241618 0.0703575 0.0960527 0.0846967 0.0867542 0.0827573 0.170119 0.0877919 0.136777 0.145768 0.124673
threshold=0.00042089859198313212 0.0014427106943912806 0.0038949446752667431 0.0060143163427710542 0.00017767510871635753 0.0079489401541650313 0.0015833032084628942 0.0019672545604407792 0.0058306583669036635 0.00080172589514404546 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 7 -7 10 9 -9 -1
right_child=-2 3 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.00090282833485102413 -4.8329908905298014e-05 -0.0030129173144125198 -0.00093770599207759103 0.00098529839961350603 -0.00035585317363241638 0.00065531116987072361 -0.0034341541183587616 0.00086034054759027349 -0.00082541478872458609 0.0031728939682496432 -0.0016995774355174833
leaf_weight=257.83339405059814 7610.1343448162079 47.733394026756287 148.10888481140137 160.78814005851746 589.10530245304108 136.36640357971191 49.953551888465881 209.7252904176712 76.689123630523682 184.47450721263885 89.08734667301178
leaf_count=111 3743 43 93 64 369 42 45 100 61 53 56
internal_value=0 0.000188391 0.000488244 -0.000244778 -0.000555452 0.000698644 -0.000442354 0.000958617 0.00149212 0.00194308 0.000234248
internal_weight=0 1949.87 1152.24 797.627 636.839 1004.13 186.32 817.81 470.889 394.2 346.921
internal_count=4780 1037 561 476 412 468 87 381 214 153 167
is_linear=0
shrinkage=0.06


Tree=632
num_leaves=12
num_cat=0
split_feature=93 33 129 110 44 112 133 36 107 0 73
split_gain=0.0234059 0.0606892 0.0646625 0.09599 0.0591145 0.0581334 0.0584823 0.0838351 0.0569936 0.0521155 0.0516772
threshold=0.010829726699739696 0.00244467705488205 0.0021592099219560628 0.00044738779251929378 0.00244467705488205 0.00057154725072905432 0.022641776129603389 0.00037263428384903824 0.0027679565828293566 0.015675474889576439 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 9 -2 -5 7 10 -6 -3 -7
right_child=1 2 -4 5 8 6 -8 -9 -10 -11 -12
leaf_value=-3.8817310842219116e-05 -1.9176034840797833e-05 -0.0029840115945424994 0.00064751273270251882 0.0019828328481994073 0.0024015034521210465 -0.00031229463913501283 0.0013115221695541698 -0.0019729169601862026 0.00063884184338207719 0.00011878884671162661 0.0022244338255194012
leaf_weight=8167.1550855636597 193.5284435749054 71.045051574707031 312.60197126865387 44.590512037277222 110.64723336696625 256.99029743671417 70.403359651565552 109.89781415462494 163.83734464645386 26.829249143600464 32.473321199417114
leaf_count=3978 142 64 128 24 35 183 23 99 91 8 5
internal_value=0 0.000227281 -5.44765e-05 -0.000412957 0.000783949 -8.50739e-05 -0.000281742 -0.000562876 0.00135 -0.00213422 -2.70432e-05
internal_weight=0 1392.84 924.832 612.23 468.013 514.355 469.765 399.361 274.485 97.8743 289.464
internal_count=4780 802 534 406 268 334 310 287 126 72 188
is_linear=0
shrinkage=0.06


Tree=633
num_leaves=12
num_cat=0
split_feature=57 41 86 57 98 102 36 47 149 138 40
split_gain=0.0236167 0.0482307 0.0749349 0.0309724 0.141084 0.0865852 0.14463 0.0517064 0.0473004 0.0448911 0.0392296
threshold=0.0046923852059990176 0.00066645268816500913 0.00060774214216507982 0.0010585968848317864 0.0013986918493174019 0.0012357163941487672 0.00017767510871635753 0.0027679565828293566 0.0084566329605877417 0.00082683752407319855 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 9 -7 -8 -9 10 -6
right_child=1 -3 -4 4 5 6 7 8 -10 -11 -12
leaf_value=6.4422974015454675e-06 0.0014028941041553901 0.0020408681442376912 -0.0013428111274337178 -0.0034424089138195284 -0.0045925886346163359 0.0028390513489584841 0.0012414296819914328 -0.0031026203282620811 -0.00017118100238183644 0.00048263570332284346 -0.0013124367172839206
leaf_weight=9039.1572104692459 71.607115983963013 61.522728204727173 71.326083779335022 52.26738715171814 22.201578617095947 69.293280720710754 36.81995952129364 35.522525787353516 44.684189438819885 23.405334949493408 32.192288994789124
leaf_count=4521 16 15 40 39 20 22 17 32 16 13 29
internal_value=0 0.000637721 3.27599e-05 -1.39852e-05 -0.000597415 -3.33201e-05 0.00066868 -0.000617757 -0.00147172 -0.00171323 -0.00265725
internal_weight=0 204.456 142.933 9355.54 316.387 264.119 186.32 117.027 80.2067 77.7992 54.3939
internal_count=4780 71 56 4709 188 149 87 65 48 62 49
is_linear=0
shrinkage=0.06


Tree=634
num_leaves=12
num_cat=0
split_feature=85 146 104 93 99 54 15 145 55 3 60
split_gain=0.023451 0.0680389 0.129958 0.0836229 0.0657392 0.0914493 0.0811724 0.0705812 0.0496313 0.063745 0.079606
threshold=0.011519505176693203 0.00899649551138282 0.0070226341485977182 0.0023699469165876512 0.00040826165059115743 0.0053125319536775359 0.0087224207818508166 0.00093549740267917525 0.00082683752407319855 0.00899649551138282 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 7 -6 -2 -1 -10 -11
right_child=1 2 -4 -5 6 -7 -8 -9 9 10 -12
leaf_value=1.0751851624614119e-05 -0.00048437743559357415 -0.0043627966872120802 0.00143677219213628 -0.00045653299976373382 0.00056472433448297296 0.00064697138944184518 0.0026455332339857503 -0.0038911007560011742 -0.0011509622435613063 -0.00092269801720037568 0.00092260862308034676
leaf_weight=8022.723047375679 56.895057678222656 41.072920441627502 49.124505162239075 37.930038452148438 451.18853271007538 136.36640357971191 79.283991098403931 35.522525787353516 312.86895358562469 161.5235093832016 175.50019836425781
leaf_count=4050 27 37 20 18 172 42 31 32 201 97 53
internal_value=0 0.00029372 -0.000984708 -0.00249031 0.000509561 -0.00034047 0.00087616 -0.00179661 -3.0103e-05 -0.000534367 3.82072e-05
internal_weight=0 887.384 128.127 79.003 759.257 228.784 530.473 92.4176 8672.62 649.893 337.024
internal_count=4780 379 75 55 304 101 203 59 4401 351 150
is_linear=0
shrinkage=0.06


Tree=635
num_leaves=12
num_cat=0
split_feature=94 68 124 53 88 95 138 88 0 34 145
split_gain=0.0239503 0.0318281 0.0988187 0.0800882 0.0790144 0.133933 0.123283 0.170385 0.1626 0.11326 0.108425
threshold=0.055838862434029586 0.0017376682371832433 0.028884131461381916 0.0037758676335215573 0.00055427959887310873 0.0072436286136507997 0.00017767510871635753 0.00047558375808876013 0.0058306583669036635 0.0035485138650983576 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 -1 -8 -7 -10
right_child=-2 -3 3 -5 5 9 8 -9 10 -11 -12
leaf_value=-0.0004485358157454025 0.00057142978448980334 6.7576683294353802e-05 0.00026264589482682894 0.0022539981594574582 -0.00038549592158606622 -0.0041677997268308072 0.0018255639110949101 0.0030505221127623775 0.0010362592605856209 -0.0010424126476499707 -0.0034397633899607943
leaf_weight=1034.9307953119278 256.81699252128601 5945.4375140666962 386.52292251586914 89.462056279182434 1287.8695365190506 63.27449905872345 242.57332122325897 52.54841935634613 36.913636922836304 122.57706940174103 41.072920441627502
leaf_count=520 102 3165 138 24 570 57 73 15 9 70 37
internal_value=0 -1.58244e-05 -0.000163497 0.000637318 -0.000295787 -0.000602868 2.56388e-05 -0.000279192 0.00105952 -0.00210814 -0.0013225
internal_weight=0 9303.18 3357.75 475.985 2881.76 1473.72 1408.04 1087.48 320.56 185.852 77.9866
internal_count=4780 4678 1513 162 1351 697 654 535 119 127 46
is_linear=0
shrinkage=0.06


Tree=636
num_leaves=12
num_cat=0
split_feature=51 83 68 14 59 110 149 51 69 63 148
split_gain=0.0248997 0.149936 0.0646045 0.0702522 0.0672716 0.054086 0.0447847 0.0419124 0.162372 0.0887269 0.0429554
threshold=0.027182282879948619 0.0026833302108570938 0.0051502294372767219 0.0015349716995842757 0.0063990866765379914 0.00096484774257987748 0.000490355829242617 0.016164712607860569 0.0012745757703669371 0.0014881226234138014 0.027182282879948619
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 3 -3 -4 -5 -2 -1 9 -9 -10
right_child=1 2 4 5 -6 -7 -8 8 10 -11 -12
leaf_value=6.9621437778703481e-06 -0.0046420859890427754 0.0024716761523012392 0.00061499097715130729 -0.0014158003794223018 -0.002789568513129123 0.0015479423650476534 -0.00091834383379617995 -0.00095353512521086396 -0.00017315009146096476 -0.0039390444731842228 0.0016241656120779034
leaf_weight=8811.3099974393845 22.201578617095947 124.06185793876648 83.536952018737793 38.852762579917908 27.751973271369934 51.344663023948669 24.421736478805542 86.773511409759521 160.60078525543213 61.054341197013855 68.089524388313293
leaf_count=4340 20 39 51 35 25 22 22 62 80 55 29
internal_value=0 0.000481014 0.00093694 0.00154587 -0.000235742 0.000271149 -0.00269769 -1.95316e-05 -0.000639377 -0.00218841 0.000362453
internal_weight=0 372.172 325.548 214.259 111.289 90.1974 46.6233 9187.83 376.518 147.828 228.69
internal_count=4780 214 172 96 76 57 42 4566 226 117 109
is_linear=0
shrinkage=0.06


Tree=637
num_leaves=12
num_cat=0
split_feature=43 98 100 32 31 91 5 136 78 32 110
split_gain=0.022194 0.0747062 0.0974037 0.0590526 0.0935859 0.09879 0.0651552 0.0475622 0.0432932 0.0401867 0.0398563
threshold=0.024810968898236755 0.02636832278221846 0.0068083447404205808 0.00068727668258361529 0.0046923852059990176 0.00075379351619631063 0.00085274505545385193 0.0005375427135732026 0.0022272822679951791 0.00043393640953581786 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 6 -3 -5 -4 -2 -7
right_child=1 3 8 7 -6 10 -8 -9 -10 -11 -12
leaf_value=-2.3002135559910405e-05 -0.0010228825513290084 -0.00094533677652345769 -0.00075418006768402973 0.00045201957244169204 0.0030080429593194228 -0.0029157735038555679 0.0020735744127640112 0.0028037385555563961 0.0014844503047205617 -0.0044049329225917793 -0.00054566933203639082
leaf_weight=8992.9086049795151 23.311657547950745 38.852762579917908 70.028650045394897 51.250985622406006 39.133794784545898 42.1829993724823 75.860076904296875 78.267589569091797 55.784978747367859 27.751973271369934 64.665610194206238
leaf_count=4447 21 35 55 30 11 38 36 22 26 25 34
internal_value=0 0.000363975 -0.000658642 0.00082756 0.000307038 -0.000171175 0.00105115 0.00187422 0.000238805 -0.00286597 -0.00148322
internal_weight=0 567.091 176.877 390.214 260.695 221.561 114.713 129.519 125.814 51.0636 106.849
internal_count=4780 333 127 206 154 143 71 52 81 46 72
is_linear=0
shrinkage=0.06


Tree=638
num_leaves=12
num_cat=0
split_feature=3 128 124 128 73 118 114 124 78 128 35
split_gain=0.023882 0.128867 0.151719 0.106728 0.0827333 0.0631187 0.0555677 0.117191 0.141269 0.132335 0.132437
threshold=0.00244467705488205 0.0084566329605877417 0.013860232196748258 0.0070226341485977182 0.0010585968848317864 0.0084566329605877417 0.0021592099219560628 0.0015349716995842757 0.0042751494329422721 0.0010918468469753864 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 -2 -3 7 8 9 10 -1
right_child=4 2 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00042827927277641181 0.001806704257778649 -0.004781570864850873 0.001488401676895167 0.0021197274612261164 8.722561355146989e-05 -0.0015225774253035118 -0.00039129003043568812 0.00052434751562509502 -0.00060770486060179125 0.0011147415072841279 -0.00047558762238390448
leaf_weight=1112.7299978733063 105.09683871269226 47.733394026756287 32.379643797874451 82.614227890968323 2376.552507519722 38.946439981460571 1364.2635780572891 1340.7786155939102 1415.2475813627243 416.682408452034 1226.9744503498077
leaf_count=582 30 43 13 34 1098 27 752 650 709 149 693
internal_value=0 -5.6193e-05 -0.00201266 -2.26934e-05 0.000160115 -0.0033207 -4.84622e-05 3.63896e-05 -0.000120451 0.00012974 -4.57215e-05
internal_weight=0 7078.35 119.059 6959.29 2481.65 86.6798 6876.68 5512.41 4171.63 2756.39 2339.7
internal_count=4780 3652 83 3569 1128 70 3535 2783 2133 1424 1275
is_linear=0
shrinkage=0.06


Tree=639
num_leaves=12
num_cat=0
split_feature=20 133 20 46 140 125 82 115 1 143 27
split_gain=0.027234 0.0652877 0.0517407 0.13212 0.12281 0.10432 0.113494 0.0891315 0.11971 0.112388 0.108349
threshold=0.0042751494329422721 0.00055427959887310873 0.0019071503775194289 0.0081988852471113222 0.021960759535431865 0.0048403022810816774 0.00096484774257987748 0.0010263677686452868 0.00244467705488205 0.035692447796463973 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 5 6 -5 9 -9 -4 -10
right_child=1 -3 3 4 -6 -7 -8 8 10 -11 -12
leaf_value=1.0235776771220431e-05 -0.0018398865355447711 0.00032043869666669854 0.00034455151086007615 -0.0031437669189936664 -0.0042820648152822362 -0.0028170596745229139 0.00059866787974924155 -0.0013870587766700304 -0.0017493682222062062 0.0038908867791921293 0.0016259062945143342
leaf_weight=7250.3610439300537 52.173709750175476 1377.3175429105759 142.65216755867004 36.632604718208313 47.733394026756287 76.689123630523682 141.63576602935791 219.24761378765106 46.716992497444153 41.447630047798157 127.39209473133087
leaf_count=3524 47 691 80 33 43 61 71 149 34 5 42
internal_value=0 0.000241468 -4.25027e-05 -0.000476896 -0.00149202 -0.000968196 -0.000171701 5.53792e-05 -0.000454581 0.00114464 0.000719768
internal_weight=0 1429.49 8130.51 880.147 302.691 254.957 178.268 577.456 393.357 184.1 174.109
internal_count=4780 738 4042 518 208 165 104 310 225 85 76
is_linear=0
shrinkage=0.06


Tree=640
num_leaves=12
num_cat=0
split_feature=34 115 19 18 113 144 87 102 19 19 124
split_gain=0.0246192 0.0388909 0.0646541 0.0460825 0.0645652 0.0454109 0.0416894 0.0413183 0.0329161 0.0776017 0.0898086
threshold=0.02636832278221846 0.0033348383149132137 0.014293605927377941 0.00096484774257987748 0.00068727668258361529 0.00017767510871635753 0.0022975050378590827 0.00073092587990686308 0.086341444402933135 0.034632634371519096 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 7 -5 -6 -7 -2 9 -1 -11
right_child=1 2 -4 4 5 6 -8 -9 -10 10 -12
leaf_value=-1.6715228580288563e-05 -0.001749752875644401 3.4273777109884663e-05 -0.0026479785341462624 0.0031219859351454258 -0.00055943691008267986 0.0020853752120965205 -2.6164661830434754e-05 0.00031207199201567325 0.00064623175561820986 -0.001813253482322534 0.00020520934179246746
leaf_weight=7960.8396594524384 37.74268364906311 222.95256018638611 37.74268364906311 48.108103632926941 70.216004848480225 90.478457808494568 53.564820885658264 464.13477027416229 248.95276260375977 188.07172632217407 137.19545030593872
leaf_count=3970 34 120 34 11 39 33 24 216 103 129 67
internal_value=0 0.000277795 -0.000354921 0.000493642 0.00113787 0.000691123 0.00130069 0.000156699 -3.34091e-05 -5.38362e-05 -0.000962078
internal_weight=0 1024.94 260.695 764.245 262.367 214.259 144.043 501.877 8535.06 8286.11 325.267
internal_count=4780 511 154 357 107 96 57 250 4269 4166 196
is_linear=0
shrinkage=0.06


Tree=641
num_leaves=12
num_cat=0
split_feature=67 30 91 94 129 51 125 128 14 81 78
split_gain=0.0247479 0.0769083 0.0834191 0.0841089 0.0665632 0.125429 0.0927235 0.046991 0.0732917 0.046534 0.0451057
threshold=0.0044099434744566688 0.00038414125447161501 0.0020292587578296666 0.0025217677466571335 0.00093549740267917525 0.0022975050378590827 0.0066005610860884198 0.05109804309904576 0.002945306478068233 0.0025217677466571335 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 4 -4 9 -6 -7 10 -9 -3 -1
right_child=1 2 3 -5 5 6 -8 8 -10 -11 -12
leaf_value=6.2394075892480505e-05 0.0020249331823145784 -0.00054123252361528665 0.0023124248087698848 -5.178401319604629e-05 0.00064363987850853436 -0.00054663442877722298 -0.0039846399692016459 0.0021866424113388882 -0.00030526273511788209 -0.0038514514793733853 -0.00021875979611126137
leaf_weight=5203.4879289865494 85.021740555763245 31.17588746547699 105.19051611423492 111.56995749473572 293.91798424720764 95.841497659683228 39.962841510772705 86.131819486618042 83.72430682182312 29.972131133079529 3394.003072142601
leaf_count=2820 20 20 22 52 95 54 36 21 35 27 1578
internal_value=0 0.000320997 0.000116012 0.00109607 -0.000316899 -5.31364e-05 -0.00156052 -2.90678e-05 0.000958893 -0.0021674 -4.85974e-05
internal_weight=0 792.653 707.631 216.76 490.87 429.722 135.804 8767.35 169.856 61.148 8597.49
internal_count=4780 326 306 74 232 185 90 4454 56 47 4398
is_linear=0
shrinkage=0.06


Tree=642
num_leaves=12
num_cat=0
split_feature=125 96 140 83 34 107 148 41 102 106 127
split_gain=0.026715 0.155468 0.122452 0.146653 0.143459 0.117384 0.115371 0.116264 0.145535 0.157623 0.130739
threshold=0.0041444667149335155 0.00080172589514404546 0.016164712607860569 0.010180860292166473 0.0021592099219560628 0.0051502294372767219 0.00017767510871635753 0.00046126570669002836 0.0012357163941487672 0.016668972559273246 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 -3 8 9 10 -8
right_child=1 2 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-7.1908544037850512e-05 0.00087615816840026751 0.0025887890113605186 0.0029849043995347395 -0.0052176679808099589 0.00069098899924497986 0.00035610369887291795 -0.0029492837167012223 0.0003044233803999681 -0.00019482985695694764 0.0016155323121560723 -0.00091180366427945196
leaf_weight=6316.7003637552261 783.13023281097412 48.014426231384277 86.131819486618042 28.862052202224731 376.15750253200531 25.625492811203003 211.10235166549683 599.57844972610474 787.18178904056549 52.454741954803467 245.06046140193939
leaf_count=3265 277 19 21 26 161 15 174 241 410 23 148
internal_value=0 0.000139934 -9.44497e-05 0.000726343 0.000274028 -0.00260047 -0.000312737 -0.000386372 -0.000706009 -0.00149696 -0.00185515
internal_weight=0 3243.3 2460.17 516.777 430.645 54.4875 1943.39 1895.38 1295.8 508.618 456.163
internal_count=4780 1515 1238 223 202 41 1015 996 755 345 322
is_linear=0
shrinkage=0.06


Tree=643
num_leaves=12
num_cat=0
split_feature=20 83 22 98 52 34 58 145 101 30 88
split_gain=0.0252106 0.061865 0.0708922 0.0663947 0.078812 0.0709592 0.0586443 0.0824113 0.0514896 0.0502864 0.0499605
threshold=0.0042751494329422721 0.023343417793512348 0.00052132029668428015 0.0072436286136507997 0.0026012937305495147 0.010180860292166473 0.0027679565828293566 0.021960759535431865 0.010829726699739696 0.00050559637020342063 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 4 9 -5 -3 -8 10 -2 -4
right_child=1 2 8 5 -6 -7 7 -9 -10 -11 -12
leaf_value=-4.089215996119317e-05 -0.0023849913099740242 0.00071211363162486678 -0.005279712989252363 0.0017063282439666674 0.00063476800981965406 -0.00057385310087882248 -0.0020290222210531672 0.0018009362335623829 -0.00010369555853319562 -0.00026099814358170373 -0.001347943951792889
leaf_weight=8130.5084309577942 47.733394026756287 161.99189639091492 23.311657547950745 232.20790123939514 491.43240642547607 62.258097529411316 82.145840883255005 26.7355717420578 29.049407005310059 249.31342232227325 23.311657547950745
leaf_count=4042 43 57 21 96 184 48 74 16 10 168 21
internal_value=0 0.000232326 -0.000465341 0.000455604 0.000168443 0.0012242 -1.15201e-05 -0.0010878 -0.00208765 -0.000602997 -0.00332092
internal_weight=0 1429.49 346.546 1082.95 788.479 294.466 270.873 108.881 75.6727 297.047 46.6233
internal_count=4780 738 199 539 395 144 147 90 52 211 42
is_linear=0
shrinkage=0.06


Tree=644
num_leaves=12
num_cat=0
split_feature=125 85 117 10 133 133 38 38 28 133 125
split_gain=0.0230277 0.0984662 0.0973501 0.126986 0.194528 0.157658 0.111334 0.108133 0.107856 0.105439 0.10573
threshold=0.0041444667149335155 0.00017767510871635753 0.019431582652032379 0.004017772153019906 0.015675474889576439 0.002945306478068233 0.0017376682371832433 0.00037263428384903824 0.0012357163941487672 0.029773407615721229 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 -7 -4 -6 -11
right_child=1 -3 8 5 9 7 -8 -9 -10 10 -12
leaf_value=-6.6764547635342469e-05 0.0020809797708884951 -0.00013151239773189264 -0.0026899877188697454 0.0019942099632438903 -0.0028384816769901179 -0.0023829674684752358 -4.8545473355341954e-05 8.306170140846806e-05 0.00073317229994798933 0.0022362710849049149 -0.0012583347427869811
leaf_weight=6316.7003637552261 479.68992519378662 1995.4863022565842 66.604735851287842 87.148221015930176 52.26738715171814 109.9914915561676 108.33339810371399 152.92391014099121 65.775689125061035 58.192491412162781 66.885768055915833
leaf_count=3265 133 973 60 30 39 91 41 65 35 12 36
internal_value=0 0.000129916 0.000547965 0.000730548 0.00116346 -0.000216021 0.00168871 -0.000949123 -0.000989857 -0.000578073 0.000368014
internal_weight=0 3243.3 1247.81 1115.43 765.369 350.064 588.023 262.915 132.38 177.346 125.078
internal_count=4780 1515 542 447 261 186 174 156 95 87 48
is_linear=0
shrinkage=0.06


Tree=645
num_leaves=12
num_cat=0
split_feature=75 98 56 117 36 20 109 94 16 124 97
split_gain=0.0241784 0.0765494 0.0966346 0.0783348 0.0710087 0.0631914 0.056734 0.0556223 0.0401014 0.0395532 0.0358974
threshold=0.023343417793512348 0.00017767510871635753 0.00096484774257987748 0.0015833032084628942 0.0035485138650983576 0.00043393640953581786 0.0066005610860884198 0.0033348383149132137 0.0022272822679951791 0.0045489775948226461 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 5 7 -4 9 -5 8 -2 -3 -1
right_child=1 2 4 6 -6 -7 -8 -9 -10 -11 -12
leaf_value=3.3147611466523058e-05 -0.0014151526039050523 0.0032183569626658944 -0.0024209751824205692 -0.0039283133017509742 0.00059616123731732085 0.00050481836902231702 -0.00010109137119109762 0.0013085423860008168 0.00054936769740828058 0.0013275431131781739 -0.00026934556273475912
leaf_weight=7079.2871114015579 90.291103005409241 77.157510638237 46.623315095901489 34.412446856498718 70.309682250022888 142.83952236175537 23.405334949493408 85.021740555763245 63.742886066436768 82.707905292510986 1764.2011251449585
leaf_count=3572 49 21 42 31 31 64 13 20 17 26 894
internal_value=0 0.000335162 0.000856704 -0.000402091 -0.000607867 0.00142247 -0.00238186 7.75286e-05 -0.000602359 0.00224157 -2.71996e-05
internal_weight=0 716.511 419.638 296.874 116.933 302.705 57.8178 239.056 154.034 159.865 8843.49
internal_count=4780 314 184 130 73 111 44 86 66 47 4466
is_linear=0
shrinkage=0.06


Tree=646
num_leaves=12
num_cat=0
split_feature=112 81 146 101 33 19 85 97 108 92 125
split_gain=0.0242006 0.0398928 0.0656921 0.050649 0.0536196 0.0482318 0.0494545 0.0441111 0.0487847 0.0446928 0.0346915
threshold=0.0033348383149132137 0.0031340263085439806 0.011519505176693203 0.000490355829242617 0.00093549740267917525 0.0022272822679951791 0.00017767510871635753 0.0014427106943912806 0.0060143163427710542 0.00082683752407319855 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 5 -5 -3 -7 8 -6 -10 -1
right_child=1 3 -4 4 7 6 -8 -9 9 -11 -12
leaf_value=-0.00011962056659139837 0.00046891740986073206 -0.00048111736934283559 0.0028862298788706669 0.001205558630535403 -0.002445422857889431 5.4641263391062705e-05 0.0025866845391655444 0.00030736063817036081 -0.0019659589078375177 8.2825042406258688e-05 0.00013489934422353334
leaf_weight=5635.8191697597504 343.12211692333221 65.588334321975708 45.794268369674683 64.759287595748901 71.045051574707031 46.810669898986816 68.183201789855957 113.88379275798798 56.614025473594666 118.2304310798645 2930.1493340730667
leaf_count=2878 204 51 17 26 64 26 21 46 51 58 1338
internal_value=0 0.000280184 0.000754221 -2.456e-05 -0.000382568 0.00081683 0.00155691 -0.000668686 -0.00112068 -0.000581309 -3.25567e-05
internal_weight=0 994.031 388.916 605.115 424.533 180.582 114.994 359.773 245.89 174.844 8565.97
internal_count=4780 564 221 343 245 98 47 219 173 109 4216
is_linear=0
shrinkage=0.06


Tree=647
num_leaves=12
num_cat=0
split_feature=20 133 4 141 105 30 149 86 72 84 87
split_gain=0.0231855 0.0550811 0.044168 0.113155 0.108815 0.188176 0.193407 0.123072 0.118876 0.0955283 0.128517
threshold=0.0042751494329422721 0.00055427959887310873 0.0005375427135732026 0.00017767510871635753 0.0046923852059990176 0.0026833302108570938 0.0013986918493174019 0.00017767510871635753 0.00017767510871635753 0.0011261500185355546 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 7 6 -6 -1 -9 -5 -11
right_child=1 -3 3 9 5 -7 -8 8 -10 10 -12
leaf_value=-2.7316635070521701e-05 -0.00168895069347948 0.00029533789669256054 -0.0014163516501643739 7.960606191675373e-05 0.00058460603377057021 -0.0045782719784045415 -0.0026868803852023782 0.0036487867916971759 0.00068153288436330524 -0.00072272656499516364 0.0010234414311074793
leaf_weight=1572.0356929302216 52.173709750175476 1377.3175429105759 239.32271194458008 3655.1667029857635 234.5217365026474 42.1829993724823 89.916393399238586 51.438340425491333 856.67647445201874 1215.9673384428024 173.28004050254822
leaf_count=923 47 691 159 1692 90 38 81 14 319 675 51
internal_value=0 0.000222802 -3.92126e-05 -0.00014186 0.000151304 -0.000813384 -0.000322618 0.000293933 0.00084999 -8.13673e-05 -0.00050487
internal_weight=0 1429.49 8130.51 5283.74 2846.77 366.621 324.438 2480.15 908.115 5044.41 1389.25
internal_count=4780 738 4042 2577 1465 209 171 1256 333 2418 726
is_linear=0
shrinkage=0.06


Tree=648
num_leaves=12
num_cat=0
split_feature=10 113 149 24 117 140 79 29 82 26 67
split_gain=0.0233948 0.117032 0.0868688 0.0845264 0.148312 0.116708 0.12296 0.132702 0.13141 0.152116 0.108729
threshold=0.0023699469165876512 0.00080172589514404546 0.02129978779703379 0.019431582652032379 0.034632634371519096 0.0038949446752667431 0.00017767510871635753 0.027182282879948619 0.0049928687512874612 0.0026833302108570938 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3 8 10 9 -7 -8
right_child=-2 3 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=4.6778737584234336e-05 7.7533695935440587e-05 0.00029547687151169265 0.0019255976223908921 -0.0038657630551413502 0.0012671989995801571 -0.0054200152960367032 -0.00075702777758938824 0.0012418102828827575 0.00032618713943258259 0.00013191876080612344 -0.0042132316701674393
leaf_weight=2549.2985833883286 5680.4752594232559 454.05038249492645 91.682214140892029 66.604735851287842 29.049407005310059 64.384577989578247 410.19523978233337 116.2913054227829 37.930038452148438 24.515413880348206 35.522525787353516
leaf_count=1003 3088 215 26 60 10 58 224 32 18 14 32
internal_value=0 -0.000113607 0.000112073 -0.000594801 -0.00230723 -0.00045129 -0.000943494 -0.000562444 -0.00263023 -0.00389056 -0.00103336
internal_weight=0 3879.52 2640.98 1238.54 95.6541 1142.89 688.839 562.009 126.83 88.9 445.718
internal_count=4780 1692 1029 663 70 593 378 288 90 72 256
is_linear=0
shrinkage=0.06


Tree=649
num_leaves=12
num_cat=0
split_feature=110 90 5 21 141 29 146 116 12 92 3
split_gain=0.0225279 0.0506156 0.034365 0.0332465 0.0634428 0.0399805 0.0397848 0.031607 0.103922 0.101723 0.141869
threshold=0.024066280573606495 0.00068727668258361529 0.0016846025246195497 0.0012745757703669371 0.00085274505545385193 0.011519505176693203 0.00077738583786413084 0.012636432424187662 0.0062037324532866487 0.028020657598972324 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -6 -5 -1 9 10 -9
right_child=1 -3 -4 6 5 -7 -8 8 -10 -11 -12
leaf_value=-6.4849332004582967e-05 0.0010119833258029147 -0.0013673281856066571 0.0014881352702869539 0.0024522523696290416 -0.00036566825382783964 -0.0032684528776459024 0.00029605730207818193 0.00079947922832191559 0.001274458891257944 -0.00171358836094056 -0.00082089295092901591
leaf_weight=7874.7078399658203 58.098814010620117 51.157308220863342 119.52786481380463 41.353952646255493 37.836361050605774 31.082210063934326 120.07587933540344 519.18437969684601 281.42608380317688 114.61916208267212 310.92982792854309
leaf_count=3949 20 38 43 13 26 28 92 209 108 79 175
internal_value=0 0.000409984 0.000633127 0.000278433 -0.000447566 -0.00167766 0.000849592 -2.07263e-05 0.000262625 -3.88921e-05 0.000192522
internal_weight=0 459.132 407.975 288.447 127.017 68.9186 161.43 9100.87 1226.16 944.733 830.114
internal_count=4780 260 222 179 74 54 105 4520 571 463 384
is_linear=0
shrinkage=0.06


Tree=650
num_leaves=12
num_cat=0
split_feature=51 83 10 52 82 92 127 81 51 93 51
split_gain=0.0232765 0.123863 0.0457623 0.057816 0.0452973 0.0403266 0.0328716 0.173198 0.067445 0.0596607 0.0429911
threshold=0.027182282879948619 0.0026833302108570938 0.0066005610860884198 0.0053125319536775359 0.0010918468469753864 0.002945306478068233 0.062805486842989935 0.0058306583669036635 0.0015833032084628942 0.00017767510871635753 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 5 -4 -2 -3 10 9 -9 -8 -1
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 -12
leaf_value=1.5107513278080557e-05 -0.00420180947003756 0.00021150089798095901 0.00080605295662293487 -0.0023482629682555233 -0.00045851126044115962 0.0018939841927940991 0.0014530390791129678 -0.0018863133682750057 -0.0062170366766528323 -0.0010496505946610353 -0.00099004713748198064
leaf_weight=8840.3594044446945 24.421736478805542 76.876478433609009 63.461853861808777 31.082210063934326 22.201578617095947 154.12766647338867 75.953754305839539 31.17588746547699 22.201578617095947 62.351774930953979 155.78575992584229
leaf_count=4350 22 45 41 28 20 58 28 20 20 40 108
internal_value=0 0.000465075 0.000879463 -0.000232342 -0.00242408 0.0013344 -1.88798e-05 -0.000796157 -0.00369587 0.000324817 -2.30951e-06
internal_weight=0 372.172 325.548 94.5441 46.6233 231.004 9187.83 191.683 53.3775 138.306 8996.15
internal_count=4780 214 172 69 42 103 4566 108 40 68 4458
is_linear=0
shrinkage=0.06


Tree=651
num_leaves=12
num_cat=0
split_feature=138 147 141 50 19 106 68 11 7 3 89
split_gain=0.0239796 0.12526 0.102741 0.11104 0.103539 0.0989115 0.106472 0.0793197 0.0666867 0.0652034 0.0637092
threshold=0.0020292587578296666 0.05109804309904576 0.00899649551138282 0.00899649551138282 0.014293605927377941 0.0026012937305495147 0.00082683752407319855 0.00085274505545385193 0.0010918468469753864 0.015200819820165636 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 5 6 -4 8 -3 10 -1
right_child=2 7 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-7.5142259380608822e-05 -2.2831034917955888e-05 0.0035440140961109884 0.00079055619206015748 -0.0015044262442358732 0.0026440048619207155 0.0019215137390890932 -0.0023570330033005115 -0.0004746096644197373 0.0010882922347097009 -0.0020923568526526027 -0.0023230649665996438
leaf_weight=6509.6807928085327 2213.9985467195511 61.522728204727173 111.85098969936371 58.927860736846924 135.44367945194244 125.26561427116394 59.021538138389587 66.792090654373169 112.86739122867584 59.021538138389587 45.606913566589355
leaf_count=3358 1089 15 28 45 25 32 37 44 37 37 33
internal_value=0 -5.97261e-05 0.000151249 0.000936832 0.00127043 0.000641524 -0.000297404 0.00128309 0.00195618 -0.000108709 -9.08169e-05
internal_weight=0 6855.49 2704.51 490.51 431.582 296.138 170.873 241.182 174.39 6614.31 6555.29
internal_count=4780 3524 1256 167 122 97 65 96 52 3428 3391
is_linear=0
shrinkage=0.06


Tree=652
num_leaves=12
num_cat=0
split_feature=94 5 136 133 58 45 114 136 123 15 1
split_gain=0.0238625 0.0807345 0.147027 0.0963039 0.0932426 0.0877598 0.157491 0.122363 0.0991927 0.132546 0.141798
threshold=0.0028552538715302949 0.0016846025246195497 0.00068727668258361529 0.0010263677686452868 0.00046126570669002836 0.0051502294372767219 0.0014881226234138014 0.0044099434744566688 0.00038414125447161501 0.023343417793512348 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 8 7 -7 9 10 -1
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00062530174178739104 0.0001081756344491306 0.0020044517234606022 0.0015658723336106296 -0.0013715940460832863 0.0004055595206885101 -0.00070608590131084439 0.00076319429901127659 0.0022143965327575256 7.9659848820461547e-07 0.00067414078650444669 -0.0021140244338717158
leaf_weight=952.95825934410095 4150.7443430423737 152.18854081630707 48.014426231384277 243.85670506954193 953.6140011548996 667.73355174064636 743.15334141254425 55.878656148910522 1087.2122323513031 200.93833637237549 303.70728993415833
leaf_count=527 2001 32 19 155 471 456 338 18 462 84 217
internal_value=0 -8.30743e-05 0.000309617 -0.000887994 0.000625772 -0.000219896 0.000149746 -0.000480286 -0.000432946 -0.000756448 -0.000985232
internal_weight=0 5409.26 1397.67 291.871 1105.8 4011.58 1466.77 723.612 2544.82 1457.6 1256.67
internal_count=4780 2779 677 174 503 2102 812 474 1290 828 744
is_linear=0
shrinkage=0.06


Tree=653
num_leaves=12
num_cat=0
split_feature=62 4 8 11 47 132 133 45 54 128 121
split_gain=0.0221066 0.0763068 0.119864 0.109506 0.110866 0.0729074 0.133067 0.127479 0.0893447 0.0647452 0.0602748
threshold=0.0011980500421486797 0.0011615398107096555 0.00244467705488205 0.010180860292166473 0.0066005610860884198 0.00055427959887310873 0.0018488886416889729 0.0022975050378590827 0.0098710241727530974 0.00039601318712811922 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 -3 6 -4 10 -9 -2 -8
right_child=1 2 5 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-4.0208925824787262e-05 0.00023286000722403766 0.0041143320019399274 0.0018334101769093454 -0.00032077333673994008 0.00088745480036485748 0.00089429389706431324 -0.0052052381717783919 2.6526766665629439e-05 -0.0030553986213612064 -0.0011038753900223875 -0.0013214752318217982
leaf_weight=8007.477024435997 283.9132239818573 82.80158269405365 88.351977348327637 64.571932792663574 71.419761180877686 309.36541187763214 29.972131133079529 315.37014365196228 37.836361050605774 241.16816020011902 27.751973271369934
leaf_count=3915 183 18 23 42 32 117 27 179 26 193 25
internal_value=0 0.00020717 0.000507864 0.00175341 0.00262151 0.000170685 -0.000277767 -0.000732015 -0.000304388 -0.000381191 -0.00334356
internal_weight=0 1552.52 1027.44 218.793 154.221 808.648 499.283 410.931 353.207 525.081 57.7241
internal_count=4780 865 489 92 50 397 280 257 205 376 52
is_linear=0
shrinkage=0.06


Tree=654
num_leaves=12
num_cat=0
split_feature=98 54 40 125 1 101 102 58 3 148 37
split_gain=0.0239031 0.0623475 0.161405 0.146796 0.133909 0.127436 0.142478 0.1417 0.181939 0.13675 0.0945697
threshold=0.00017767510871635753 0.0012745757703669371 0.00017767510871635753 0.00075379351619631063 0.00017767510871635753 0.018276390619575981 0.0010918468469753864 0.0045489775948226461 0.00899649551138282 0.010180860292166473 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -4 8 9 -8 -5
right_child=-2 2 5 10 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0031921375089340029 4.8662973090791291e-05 0.00073543207403803683 -0.0033904851779122569 0.00062684951392823901 9.0268008299078557e-05 0.0015013450702843166 -0.0046883755514533151 0.00091042375225083275 9.1343058686346319e-05 -0.0014837020303436665 -0.0013416640032243754
leaf_weight=84.459676146507263 7566.6258119344711 248.76540780067444 101.11086010932922 830.50296711921692 95.012450933456421 62.63280713558197 75.485367298126221 116.10395061969757 149.68735074996948 131.45770084857941 98.155332922935486
leaf_count=68 3914 119 83 255 29 16 68 48 54 78 48
internal_value=0 -0.000184872 -0.000560274 0.000115045 -0.00145535 -0.00106673 -0.00134724 -0.000909596 -0.00150221 -0.00265435 0.000418664
internal_weight=0 1993.37 885.243 1108.13 179.472 636.478 573.845 472.734 356.63 206.943 928.658
internal_count=4780 866 466 400 97 347 331 248 200 146 303
is_linear=0
shrinkage=0.06


Tree=655
num_leaves=12
num_cat=0
split_feature=26 26 113 72 47 69 93 142 79 133 77
split_gain=0.0233577 0.0691947 0.163437 0.299413 0.165074 0.102794 0.0934726 0.13195 0.0674388 0.0947563 0.0879198
threshold=0.00087947337306104611 0.00039601318712811922 0.0044099434744566688 0.0042751494329422721 0.00096484774257987748 0.0020292587578296666 0.00017767510871635753 0.011519505176693203 0.0049928687512874612 0.0042751494329422721 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3 -8 10 -10 -2
right_child=8 2 -4 4 5 -7 7 -9 9 -11 -12
leaf_value=1.719285889322875e-05 0.0003213674379898367 -0.00061495268047120379 0.00052788649520318259 0.0021663043096544058 -0.0031853482799928008 -0.00010759645341446771 -0.0028416307768636961 -0.0070443474729239945 0.00080505326187284754 -0.0015003105932870741 0.0024160491499208648
leaf_weight=7736.6037154197693 781.53771698474884 34.599801659584045 275.50097954273224 80.487747430801392 57.724104404449463 120.4505889415741 87.789912939071655 38.852762579917908 107.03596436977386 160.03872084617615 79.377668499946594
leaf_count=3768 413 15 135 24 52 60 71 35 56 128 23
internal_value=0 -3.4341e-05 -0.000607591 -0.00135253 -8.72737e-05 -0.00110594 -0.00338092 -0.00413552 0.000256369 -0.000576431 0.000514758
internal_weight=0 8432.01 695.406 419.905 258.662 178.175 161.242 126.643 1127.99 267.075 860.915
internal_count=4780 4160 392 257 136 112 121 106 620 184 436
is_linear=0
shrinkage=0.06


Tree=656
num_leaves=12
num_cat=0
split_feature=23 43 23 8 94 83 121 59 45 19 99
split_gain=0.0229763 0.0649645 0.059064 0.128537 0.209692 0.092212 0.169369 0.124381 0.104578 0.154536 0.100798
threshold=0.0031340263085439806 0.066585760563611998 0.0049928687512874612 0.012252715881913902 0.0022272822679951791 0.0063990866765379914 0.00087947337306104611 0.0044099434744566688 0.00064626874518580746 0.0022272822679951791 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 8 -8 -4 -10 -11
right_child=2 -3 5 -5 -6 -7 7 -9 9 10 -12
leaf_value=-0.00024077721710456831 -0.00031659845216893101 0.0013928174553634158 -0.0043595316754541386 -0.0011990226425281632 0.0014148940662609506 4.4787454721791603e-05 -0.0012777051571970627 0.0018617991390170617 5.0678574529862146e-05 -0.0041012331479934371 -0.00032794166600358198
leaf_weight=2075.9740496873856 438.04089045524597 91.401181936264038 44.403157234191895 150.32904267311096 591.99525201320648 5712.3349884748459 75.485367298126221 113.79011535644531 150.61007487773895 77.705525159835815 37.930038452148438
leaf_count=997 241 50 40 95 218 2858 68 54 71 70 18
internal_value=0 -0.000171825 5.03244e-05 0.000439377 0.000678587 -2.36038e-05 -0.000804922 0.000609713 -0.00166677 -0.00121621 -0.00286489
internal_weight=0 2167.38 7392.62 1180.37 1030.04 6212.26 499.924 189.275 310.649 266.246 115.636
internal_count=4780 1047 3733 554 459 3179 321 122 199 159 88
is_linear=0
shrinkage=0.06


Tree=657
num_leaves=12
num_cat=0
split_feature=99 16 115 30 99 117 140 8 28 104 65
split_gain=0.0221229 0.064842 0.0709484 0.0974264 0.0755935 0.0512123 0.050279 0.047801 0.058406 0.0413807 0.0399153
threshold=0.017188700847327713 0.00064626874518580746 0.010829726699739696 0.00096484774257987748 0.023343417793512348 0.00062670491752214741 0.0019672545604407792 0.012252715881913902 0.0013986918493174019 0.0056525857653468856 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 7 -5 -4 -6 -2 9 -9 -1
right_child=1 -3 5 4 6 -7 -8 8 -10 -11 -12
leaf_value=-5.8781777834131379e-05 0.00047723522475262803 -0.0017378261700977595 0.00056900041423920257 0.0028792903742693035 -0.0011413242674729251 -0.0023171705526634822 0.0013509312835423264 -0.0025192302349485848 0.00034209348408545826 0.00015845925887268214 0.00061899941826289585
leaf_weight=8146.5038731098175 486.14899408817291 55.691301345825195 35.803557991981506 93.996049404144287 38.946439981460571 57.724104404449463 114.90019428730011 66.604735851287842 108.33339810371399 30.159485936164856 325.18754911422729
leaf_count=4113 252 34 8 20 27 52 55 60 41 11 107
internal_value=0 0.000254599 0.000362213 0.000519195 0.00153956 -0.00121288 0.000719683 0.000153179 -0.000614799 -0.00168535 -3.2758e-05
internal_weight=0 1088.31 1032.62 939.089 247.843 93.5277 153.847 691.247 205.098 96.7642 8471.69
internal_count=4780 560 526 466 102 60 82 364 112 71 4220
is_linear=0
shrinkage=0.06


Tree=658
num_leaves=12
num_cat=0
split_feature=112 30 132 3 143 19 56 78 85 25 38
split_gain=0.0269638 0.0245415 0.0773978 0.067568 0.0664924 0.063145 0.0557496 0.0467011 0.0423368 0.082753 0.0732054
threshold=0.015923793427646164 0.0095705352723598498 0.0042751494329422721 0.0060143163427710542 0.016668972559273246 0.0016846025246195497 0.00062670491752214741 0.037906534969806678 0.011519505176693203 0.0079489401541650313 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 10 -10 -4
right_child=-2 2 8 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-5.4449947692614671e-05 0.00064137177146445141 0.0015092346379878634 -1.6475793506185327e-05 -0.0016784937852485186 0.0022475595351465118 -0.001993683188056059 0.0013249969090370561 0.00086046714362223668 -0.001082410538045625 0.00096916391362634709 -0.0017575171560619367
leaf_weight=8062.6858888864517 230.16104829311371 243.8707549571991 256.72331511974335 64.478255391120911 46.998024702072144 55.597623944282532 97.326286196708679 43.667787909507751 103.42469537258148 223.70197939872742 131.36402344703674
leaf_count=4086 175 58 110 50 10 42 23 7 77 56 86
internal_value=0 -1.58713e-05 0.000229583 0.000763311 0.00017253 -0.000201736 0.000283871 -0.000653451 -0.000182349 0.000320404 -0.000606103
internal_weight=0 9329.84 1267.15 551.939 308.068 261.07 205.472 108.146 715.214 327.127 388.087
internal_count=4780 4605 519 190 132 122 80 57 329 133 196
is_linear=0
shrinkage=0.06


Tree=659
num_leaves=12
num_cat=0
split_feature=46 99 5 96 115 117 95 89 27 92 142
split_gain=0.0224143 0.0509346 0.0516114 0.0781216 0.053173 0.0276029 0.102932 0.109467 0.0741838 0.126523 0.119058
threshold=0.21471316367387774 0.00017767510871635753 0.000490355829242617 0.0023699469165876512 0.00068727668258361529 0.0023699469165876512 0.011169348377734424 0.0005375427135732026 0.001792412775103003 0.055838862434029586 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 8 -8 -1 10 -10
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.00052631044270271714 0.0020494114091109865 -0.00064636354140207102 0.0012526278625630207 0.00090644462390487368 -0.003837988096415623 -8.7621555577539086e-05 -0.0028532912060027045 0.00087532993088380753 0.000291490905464931 -0.0025955093763554175 -0.0011633616484961644
leaf_weight=1369.0926532745361 61.429050803184509 50.234584093093872 89.462056279182434 69.293280720710754 29.972131133079529 6298.2833590507507 81.129439353942871 43.480433106422424 1153.1752762794495 68.9185711145401 245.52884840965271
leaf_count=627 23 21 24 22 27 3305 65 23 481 54 108
internal_value=0 0.000509954 0.000113519 -0.000568514 -0.00184232 -1.65882e-05 0.000134487 -0.0015526 0.000208648 -8.77034e-05 3.60408e-05
internal_weight=0 300.391 238.962 149.5 80.2067 9259.61 2961.33 124.61 2836.72 1467.62 1398.7
internal_count=4780 117 94 70 48 4663 1358 88 1270 643 589
is_linear=0
shrinkage=0.06


Tree=660
num_leaves=12
num_cat=0
split_feature=94 63 68 124 132 143 4 36 24 40 54
split_gain=0.0222308 0.0407093 0.0287745 0.0852783 0.0991553 0.0760108 0.0758512 0.0892737 0.121289 0.0984102 0.0950977
threshold=0.055838862434029586 0.00244467705488205 0.0017376682371832433 0.028884131461381916 0.0042751494329422721 0.0049928687512874612 0.0005375427135732026 0.00096484774257987748 0.00087947337306104611 0.011519505176693203 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 -4 -8 9 -9 -10
right_child=1 -3 6 5 -6 -7 7 8 10 -11 -12
leaf_value=-0.00017493894288481845 0.00099367332782557532 -0.00073607998219859649 0.00037754422902107885 -0.00027822271472106928 -0.0014741425592927893 0.0012515155276084844 -0.00027962152505224146 -0.0027986448695216225 0.0011496899298146547 0.0014353821579176306 6.6426332620056177e-05
leaf_weight=2652.0534870624542 191.04130339622498 65.775689125061035 1893.5182956457138 206.39505362510681 229.70671117305756 269.58992516994476 2719.0985101461411 74.375288367271423 474.59386765956879 26.829249143600464 757.02230310440063
leaf_count=1233 67 35 1059 97 118 65 1447 67 185 8 399
internal_value=0 0.000550537 -1.52438e-05 -0.000155654 -0.000278547 0.000588276 6.40557e-05 -8.24475e-05 0.0003198 -0.0016759 0.000483913
internal_weight=0 256.817 9303.18 3357.75 2881.76 475.985 5945.44 4051.92 1332.82 101.205 1231.62
internal_count=4780 102 4678 1513 1351 162 3165 2106 659 75 584
is_linear=0
shrinkage=0.06


Tree=661
num_leaves=12
num_cat=0
split_feature=8 8 33 117 1 96 42 118 140 146 130
split_gain=0.022022 0.0403026 0.0621438 0.0947187 0.0819396 0.065543 0.0547918 0.0463821 0.0734471 0.0500655 0.0453561
threshold=0.033603202551603324 0.017724351026117805 0.0027679565828293566 0.0056525857653468856 0.00062670491752214741 0.0030382014811038975 0.0011261500185355546 0.00047558375808876013 0.0015833032084628942 0.0079489401541650313 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 7 5 -5 -4 -6 -3 -9 -10 -1
right_child=-2 2 3 4 6 -7 -8 8 9 -11 -12
leaf_value=2.1883724067298219e-05 0.00053711073925503798 0.0013368860968248316 -0.0014664174809247872 0.0016440448615905768 -6.3989206953628659e-05 -0.005187249656396122 -0.0030424482654698055 0.00089354261539029568 -0.00014105197986036462 -0.0032136022137728569 -0.0018271031389153992
leaf_weight=8820.363933801651 266.99505770206451 73.827273845672607 37.836361050605774 45.794268369674683 46.90434730052948 31.082210063934326 42.1829993724823 70.403359651565552 35.616203188896179 41.072920441627502 47.920748829841614
leaf_count=4429 95 18 26 17 18 28 38 23 24 37 27
internal_value=0 -1.54755e-05 -0.000586368 -0.00134173 -0.000416348 -0.00314959 -0.00147612 0.000110754 -0.000505144 -0.00178868 1.1872e-05
internal_weight=0 9293 424.72 203.8 134.882 68.9186 89.0873 220.92 147.092 76.6891 8868.28
internal_count=4780 4685 229 127 73 54 56 102 84 61 4456
is_linear=0
shrinkage=0.06


Tree=662
num_leaves=12
num_cat=0
split_feature=98 116 71 96 137 82 91 120 11 36 96
split_gain=0.0231861 0.0611875 0.124741 0.0966404 0.115394 0.144481 0.0879826 0.0806393 0.0828727 0.0685888 0.0587751
threshold=0.00017767510871635753 0.0049928687512874612 0.010829726699739696 0.00066645268816500913 0.0058306583669036635 0.00047558375808876013 0.0079489401541650313 0.00068727668258361529 0.0016846025246195497 0.0012357163941487672 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 7 9 8 -5 -7 -1
right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00027881184918749339 4.7918857211876647e-05 0.00050337673596510802 0.0016166480487016922 -0.0027578420035768909 0.00062345676578161844 -0.0032965909637784709 0.0014595404779077044 -0.00039314406943239809 -0.0061072130364622657 -0.0001359225507773331 0.00050195749951091866
leaf_weight=928.55057275295258 7566.6258119344711 101.57924711704254 69.293280720710754 58.927860736846924 67.07312285900116 52.173709750175476 42.464031577110291 23.405334949493408 48.843472957611084 46.90434730052948 554.15889096260071
leaf_count=408 3914 43 22 45 20 47 14 13 44 18 192
internal_value=0 -0.000182087 -0.00074845 -0.00112004 -0.00160536 -0.00215355 -0.000823131 -0.00358738 -0.00428008 -0.00180195 1.30129e-05
internal_weight=0 1993.37 510.664 441.371 339.792 272.719 141.542 131.177 107.771 99.0781 1482.71
internal_count=4780 866 266 244 201 181 79 102 89 65 600
is_linear=0
shrinkage=0.06


Tree=663
num_leaves=12
num_cat=0
split_feature=116 141 83 3 131 99 71 25 38 34 146
split_gain=0.0219219 0.0678712 0.0877883 0.0669584 0.058925 0.0563522 0.0627502 0.0463005 0.0453636 0.0443132 0.042792
threshold=0.01884530205279589 0.00085274505545385193 0.045367386192083366 0.00044738779251929378 0.00070876078098081063 0.0046923852059990176 0.010829726699739696 0.00052132029668428015 0.00077738583786413084 0.04273676127195359 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 5 8 -2 7 -7 9 -4 -3 -9
right_child=1 2 3 -5 -6 6 -8 10 -10 -11 -12
leaf_value=-2.7041782282654379e-05 0.0001451365691268702 -0.002232987470820257 -0.0017249161195472555 -0.0038354778452498054 0.002426313841806171 -0.0030251771907197213 0.00084460576415873738 0.0019437612214583404 0.0010443349594432313 0.0004445984019315965 0.00048364114357263223
leaf_weight=8784.4666984081268 74.843675374984741 35.522525787353516 52.26738715171814 31.082210063934326 89.462056279182434 34.412446856498718 26.7355717420578 105.09683871269226 35.803557991981506 59.208892941474915 231.09782230854034
leaf_count=4429 27 32 39 28 24 31 16 30 8 21 95
internal_value=0 0.000305721 1.46318e-05 -0.00144594 0.00138792 0.000368523 -0.00133459 0.000610446 -0.000599222 -0.000560743 0.000940527
internal_weight=0 775.533 611.227 119.153 164.306 492.074 61.148 430.926 88.0709 94.7314 336.195
internal_count=4780 351 300 75 51 225 47 178 47 53 125
is_linear=0
shrinkage=0.06


Tree=664
num_leaves=12
num_cat=0
split_feature=31 131 4 29 96 78 15 93 10 70 36
split_gain=0.0225547 0.0609725 0.0608565 0.116501 0.122349 0.15366 0.147882 0.140041 0.251179 0.165798 0.130363
threshold=0.00017767510871635753 0.011880517937242987 0.0026012937305495147 0.0023699469165876512 0.0020932231564074759 0.029773407615721229 0.0022975050378590827 0.000490355829242617 0.0045489775948226461 0.0056525857653468856 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 10 -5 8 -8 -9 -6
right_child=-2 -3 -4 4 5 -7 7 9 -10 -11 -12
leaf_value=0.0002164425139240345 9.9248120346805149e-05 -0.0014086954279503518 0.00029484640133418277 -0.0012410174921632347 -0.0008779342878775287 -0.0035163469790516857 0.0026440279197016024 -0.0009589231624769892 -0.00022570720490288458 0.002226680478269885 0.0029938260021646012
leaf_weight=1553.0987734794617 4424.2921470403671 122.29603719711304 1328.5817972421646 282.06777572631836 869.78196704387665 77.799202561378479 202.42312490940094 357.17843341827393 239.7910989522934 70.309682250022888 32.379643797874451
leaf_count=720 2207 94 542 149 541 62 53 249 119 31 13
internal_value=0 -8.55817e-05 -5.32785e-05 -0.000178801 -0.000466757 -0.000959513 -4.74586e-05 0.000339743 0.00108821 -0.000434583 -0.000738656
internal_weight=0 5135.71 5013.41 3684.83 2131.73 979.961 1151.77 869.702 442.214 427.488 902.162
internal_count=4780 2573 2479 1937 1217 616 601 452 172 280 554
is_linear=0
shrinkage=0.06


Tree=665
num_leaves=12
num_cat=0
split_feature=10 113 61 24 135 137 136 19 99 39 70
split_gain=0.0224042 0.100596 0.0982359 0.0910372 0.109003 0.11389 0.164198 0.200645 0.197406 0.108792 0.107044
threshold=0.0023699469165876512 0.00080172589514404546 0.012636432424187662 0.019431582652032379 0.0018488886416889729 0.0018488886416889729 0.00017767510871635753 0.00046126570669002836 0.017188700847327713 0.0019071503775194289 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 9 -8 -11
right_child=-2 2 -4 -5 -6 -7 8 -9 -10 10 -12
leaf_value=9.8048395242191874e-05 7.586595872424823e-05 0.00012928867720865328 0.001580861412951829 -0.0026426773338092372 0.0001686250475325611 0.00020527135260736451 -0.0046744238999867427 -0.0037162334271420958 0.0023100479508729689 -0.0033016443362131006 0.00063334666876112885
leaf_weight=2640.9807975292206 5680.4752594232559 67.99584698677063 72.71719491481781 80.019360423088074 449.42271196842194 184.28715240955353 32.192288994789124 173.26599061489105 68.276879191398621 37.74268364906311 72.623517513275146
leaf_count=1029 3088 37 17 64 227 69 29 148 13 34 25
internal_value=0 -0.000111185 -0.00055731 -0.0006908 -0.000546725 -0.00105186 -0.00156423 -0.00263283 -0.000340758 -0.00161106 -0.0007141
internal_weight=0 3879.52 1238.54 1165.83 1085.81 636.384 452.097 241.262 210.835 142.558 110.366
internal_count=4780 1692 663 646 582 355 286 185 101 88 59
is_linear=0
shrinkage=0.06


Tree=666
num_leaves=12
num_cat=0
split_feature=110 100 136 53 143 108 77 108 95 0 24
split_gain=0.0223506 0.0555634 0.0366559 0.0655007 0.0336476 0.0300797 0.0914039 0.0768052 0.0705067 0.0571968 0.0623577
threshold=0.024066280573606495 0.00017767510871635753 0.00057154725072905432 0.01884530205279589 0.014740333426743748 0.028884131461381916 0.012636432424187662 0.021960759535431865 0.0021592099219560628 0.0015833032084628942 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 7 9 -1 -9 -7 -11
right_child=1 2 3 -5 -6 6 -8 8 -10 10 -12
leaf_value=-2.6988055403867681e-05 -0.0016617839391554171 0.0013227236492311689 0.00088551562688712426 -0.0022187627123594266 -5.8380989531248201e-05 -0.0016379269703291411 -0.0027201638636308654 -0.00065180545125905767 0.0015913603292325293 0.00068036189502258587 -0.0011454240791842366
leaf_weight=8368.4540816545486 42.276676774024963 227.48655331134796 60.225294470787048 41.072920441627502 88.070945143699646 77.799202561378479 57.817781805992126 67.902169585227966 195.57529652118683 239.7910989522934 93.527662396430969
leaf_count=4127 30 116 30 37 47 62 44 45 63 119 60
internal_value=0 0.000408359 0.000618657 -0.000374109 0.000937366 -2.06522e-05 -0.000488597 4.77463e-06 0.00101323 -0.000174175 0.000167865
internal_weight=0 459.132 416.856 101.298 315.557 9100.87 468.936 8631.93 263.477 411.118 333.319
internal_count=4780 260 230 67 163 4520 285 4235 108 241 179
is_linear=0
shrinkage=0.06


Tree=667
num_leaves=12
num_cat=0
split_feature=112 82 86 7 127 51 135 72 7 34 63
split_gain=0.0257171 0.0299865 0.0230826 0.0997614 0.154265 0.155009 0.154115 0.13787 0.135896 0.114526 0.111085
threshold=0.015923793427646164 0.00055427959887310873 0.00017767510871635753 0.00093549740267917525 0.00052132029668428015 0.0018488886416889729 0.0037758676335215573 0.00244467705488205 0.0015833032084628942 0.0010263677686452868 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -6 -7 9 -5 -11
right_child=1 -3 3 8 6 7 -8 -9 -10 10 -12
leaf_value=-0.00010947003580285533 -0.00045797332896211333 0.0010585283585814312 0.0021985972192789063 0.00043445694435501173 0.00023696723282216894 0.0011437411515800035 -0.0027737203270614252 -0.0017498915929752116 6.5643505658013625e-05 -0.0010339201192615603 -0.0036513098190618758
leaf_weight=4685.1606957912445 65.588334321975708 164.572713971138 300.85949003696442 133.03616678714752 481.16066384315491 186.50731027126312 70.028650045394897 86.773511409759521 3064.7499169111252 244.96678400039673 76.595446228981018
leaf_count=2442 51 124 77 39 199 71 55 62 1435 156 69
internal_value=0 0.000626364 -1.55048e-05 7.92797e-05 0.000571005 0.00125923 -0.000145975 0.000224636 -7.79636e-05 -0.00104592 -0.00165832
internal_weight=0 230.161 9329.84 4644.68 1125.33 574.14 551.189 273.281 3519.35 454.598 321.562
internal_count=4780 175 4605 2163 464 210 254 133 1699 264 225
is_linear=0
shrinkage=0.06


Tree=668
num_leaves=12
num_cat=0
split_feature=98 75 89 121 133 67 83 32 133 148 17
split_gain=0.0207505 0.0656678 0.0607487 0.0625173 0.0739503 0.0982341 0.177257 0.131137 0.138108 0.11165 0.153311
threshold=0.00017767510871635753 0.023343417793512348 0.01884530205279589 0.0042751494329422721 0.0037758676335215573 0.00044738779251929378 0.0092791137285530585 0.0023699469165876512 0.0095705352723598498 0.020035739988088611 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 8 -8 -7 -11
right_child=1 -3 -4 -5 5 9 7 -9 -10 10 -12
leaf_value=0.00012409980103825555 2.490867388702015e-06 0.00077469276190756005 -0.0021654153621437004 0.0019221113174566235 -0.0039962965963401473 0.00030239178297864356 -0.0044846905261618662 0.0014973529734638553 -0.00026230513324205856 -0.0042999449552702162 0.0011593410617112073
leaf_weight=1157.6155920028687 7146.9878762960434 419.63793563842773 53.471143484115601 52.54841935634613 76.689123630523682 384.39644205570221 43.293078303337097 69.386958122253418 78.08023476600647 47.733394026756287 30.159485936164856
leaf_count=485 3730 184 32 15 61 128 39 14 38 43 11
internal_value=0 4.53261e-05 -0.000172264 -0.000117216 -0.000174095 -0.000647086 -0.00156209 -0.000581918 -0.00177085 -0.000117501 -0.00218738
internal_weight=0 7566.63 1993.37 1939.9 1887.35 729.739 267.449 190.76 121.373 462.289 77.8929
internal_count=4780 3914 866 834 819 334 152 91 77 182 54
is_linear=0
shrinkage=0.06


Tree=669
num_leaves=12
num_cat=0
split_feature=34 115 106 8 108 81 133 74 19 76 108
split_gain=0.0229133 0.0310648 0.0393736 0.0491314 0.0564061 0.0663733 0.0366864 0.0326163 0.035547 0.0322765 0.0288595
threshold=0.02636832278221846 0.0033348383149132137 0.016668972559273246 0.0011261500185355546 0.0034400182776153092 0.00899649551138282 0.0022272822679951791 0.0016846025246195497 0.017188700847327713 0.00017767510871635753 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 6 5 -5 -2 8 -3 -4 -1
right_child=1 7 9 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=4.2879732815170532e-05 0.00066244586079572973 -0.00029755101828867972 -0.0016865777720502335 0.00025485583644221683 0.00077830672117756492 -0.0030109431537220992 0.0028331387516411692 0.0010938219029500659 -0.002491630341435873 0.00015274858625725853 -0.00019428116538437295
leaf_weight=5831.7035982608795 52.361064553260803 180.48852860927582 45.606913566589355 67.99584698677063 366.44782435894012 33.302367925643921 60.412649273872375 49.124505162239075 31.082210063934326 138.11817443370819 2703.3560004234314
leaf_count=2723 31 106 33 37 128 30 14 20 28 84 1546
internal_value=0 0.00026799 0.0004609 0.000703149 0.000431913 -0.000820705 0.00182676 -0.000297498 -0.000620912 -0.000304505 -3.22389e-05
internal_weight=0 1024.94 764.245 580.52 467.746 101.298 112.774 260.695 211.571 183.725 8535.06
internal_count=4780 511 357 240 195 67 45 154 134 117 4269
is_linear=0
shrinkage=0.06


Tree=670
num_leaves=12
num_cat=0
split_feature=112 51 142 51 65 22 44 131 50 34 45
split_gain=0.0236335 0.0256862 0.0673476 0.200587 0.125257 0.104353 0.0910562 0.105422 0.0825022 0.174878 0.146727
threshold=0.010829726699739696 0.0013560238294303419 0.0079489401541650313 0.00080172589514404546 0.0019071503775194289 0.00082683752407319855 0.015675474889576439 0.0095705352723598498 0.00087947337306104611 0.00055427959887310873 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 8 5 -5 7 -1 9 -4 -11
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 10 -12
leaf_value=1.4053393622181811e-05 0.00049672207419815793 6.3613293830022043e-05 0.00058310532611650619 -0.0025323836902965005 -0.0049810951057944154 0.0001449130067703284 0.00086798788199286641 -0.0014597915409398942 0.00017215565154618762 -0.0068669830952635827 -0.0015506644432961958
leaf_weight=1898.3473708629608 332.66301953792572 5545.1674070358276 91.775891542434692 124.6098724603653 42.1829993724823 90.384780406951904 398.45275855064392 192.32468724250793 755.0972273349762 26.641894340515137 62.351774930953979
leaf_count=934 235 2764 18 88 38 41 173 149 276 24 40
internal_value=0 -1.79615e-05 -0.000140807 -0.00051143 -0.00199518 -0.00140729 3.68463e-05 -0.000121592 -0.000103522 -0.00125452 -0.00314812
internal_weight=0 9227.34 3682.17 1193.04 257.178 214.995 2489.12 2090.67 935.867 180.77 88.9937
internal_count=4780 4545 1781 525 167 129 1256 1083 358 82 64
is_linear=0
shrinkage=0.06


Tree=671
num_leaves=12
num_cat=0
split_feature=20 70 35 60 127 131 147 92 120 44 26
split_gain=0.0214516 0.0476445 0.0690096 0.0584463 0.0455491 0.062924 0.0601391 0.0449678 0.0685964 0.0776809 0.0578063
threshold=0.0042751494329422721 0.034632634371519096 0.0042751494329422721 0.00096484774257987748 0.0053125319536775359 0.0020292587578296666 0.0038949446752667431 0.00082683752407319855 0.00055427959887310873 0.013439828064292671 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 7 8 9 -2 -9
right_child=1 -3 3 -5 5 -7 -8 10 -10 -11 -12
leaf_value=-3.774049101907087e-05 -0.0035467966989445555 -0.0010406209117066051 0.00017434468977256353 0.001550006747713442 0.0019411200945331395 -0.00049073364993308091 -0.001134110493559696 0.0001434566512156521 0.0013279512661552939 1.9040287374633331e-05 0.0022339548099692265
leaf_weight=8130.5084309577942 44.403157234191895 101.11086010932922 206.11402142047882 241.36956489086151 91.682214140892029 65.682011723518372 184.55413472652435 360.52272009849548 35.803557991981506 43.480433106422424 54.768577218055725
leaf_count=4042 40 83 121 80 26 43 142 155 8 23 17
internal_value=0 0.000214287 0.000309876 0.000916548 1.62613e-06 0.000926425 -0.000199613 0.000120524 -0.000883256 -0.00178458 0.000419623
internal_weight=0 1429.49 1328.38 447.484 880.897 157.364 723.533 538.978 123.687 87.8836 415.291
internal_count=4780 738 655 201 454 69 385 243 71 63 172
is_linear=0
shrinkage=0.06


Tree=672
num_leaves=12
num_cat=0
split_feature=88 11 39 77 60 46 71 60 141 91 80
split_gain=0.0212244 0.0531728 0.0316314 0.024757 0.0715259 0.118463 0.0910905 0.0843165 0.0772562 0.135274 0.108986
threshold=0.1242329850792885 0.0087224207818508166 0.0021592099219560628 0.00017767510871635753 0.002945306478068233 0.0020292587578296666 0.15819545835256579 0.010829726699739696 0.00017767510871635753 0.00087947337306104611 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 8 -6 7 -7 10 -10 -1
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=-8.9729821188836827e-05 -0.00062248287667961524 0.0020959174173617702 0.0010447370845090068 -5.5171310674090062e-05 -0.0036800992190731806 -0.0031003860772096008 0.0020828198461760837 0.00016581667677363415 0.0014116806916966726 -2.1492947618278114e-05 -0.0040321153295077121
leaf_weight=196.67132556438446 104.90948390960693 60.412649273872375 67.07312285900116 7931.7106249332428 41.072920441627502 43.293078303337097 49.218182563781738 82.614227890968323 439.52567899227142 514.63633668422699 28.862052202224731
leaf_count=161 46 14 20 3871 37 39 12 34 210 310 26
internal_value=0 0.00056621 2.79613e-05 -1.41637e-05 0.000218836 -0.000784192 -0.00010329 -0.000958832 0.000402708 0.000638764 -0.00059581
internal_weight=0 232.395 171.983 9327.6 1395.89 216.198 175.125 125.907 1179.7 954.162 225.533
internal_count=4780 80 66 4700 829 122 85 73 707 520 187
is_linear=0
shrinkage=0.06


Tree=673
num_leaves=12
num_cat=0
split_feature=112 51 18 47 51 86 63 143 40 31 31
split_gain=0.0209644 0.0424534 0.0397727 0.061604 0.0635986 0.0508326 0.039258 0.0351075 0.0332445 0.032023 0.0749845
threshold=0.0033348383149132137 0.010829726699739696 0.0010585968848317864 0.0023699469165876512 0.0068083447404205808 0.0005375427135732026 0.0038949446752667431 0.0079489401541650313 0.00060774214216507982 0.00093549740267917525 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 8 -4 -3 -5 -2 -1 -11
right_child=1 6 5 7 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00011393179385580014 -0.00097037778461528217 0.0018024166297552111 0.00011490506221719346 0.00012165549689315549 0.0010062322189952212 -0.0021918026520294583 -0.00024333303279580609 0.0010558021438454052 -0.003753965844379056 0.0012760388249914145 5.0160819467561626e-05
leaf_weight=5637.4116855859756 33.302367925643921 108.23972070217133 84.64703094959259 355.14563035964966 32.473321199417114 57.817781805992126 49.030827760696411 244.51244688034058 28.862052202224731 192.15138232707977 2736.4054359197617
leaf_count=2742 30 49 52 231 5 44 28 99 26 68 1406
internal_value=0 0.000260763 9.07132e-05 0.000278113 -0.00114378 -0.000822128 0.00116488 0.000502669 -0.00226671 -3.0318e-05 0.000130635
internal_weight=0 994.031 836.761 694.296 94.6377 142.465 157.271 599.658 62.1644 8565.97 2928.56
internal_count=4780 564 487 391 61 96 77 330 56 4216 1474
is_linear=0
shrinkage=0.06


Tree=674
num_leaves=12
num_cat=0
split_feature=146 43 100 43 47 53 95 80 92 28 83
split_gain=0.0210584 0.0654971 0.0995022 0.0862779 0.0922531 0.07867 0.0773872 0.180062 0.0691874 0.0828318 0.0831729
threshold=0.0010263677686452868 0.00099512818269431613 0.00017767510871635753 0.00017767510871635753 0.0056525857653468856 0.023343417793512348 0.00077738583786413084 0.0062037324532866487 0.00017767510871635753 0.0020292587578296666 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 -5 -4 -8 -1 10 -10
right_child=-2 2 6 5 -6 -7 7 -9 9 -11 -12
leaf_value=0.0013810221329608472 -3.8479758322602536e-05 -0.0032145310250644827 0.00056559335965955407 0.00047416456902172016 -0.00078533915243198785 0.0025269715124801246 6.9244717055544163e-05 -0.0050014885924735989 -0.0027606891244285948 0.0008810187067123242 7.7472943183399796e-05
leaf_weight=226.75118398666382 8058.9949923753738 42.1829993724823 214.9946528673172 155.05039060115814 266.15196108818054 118.60514068603516 93.527662396430969 34.412446856498718 58.927860736846924 190.02490186691284 100.37549078464508
leaf_count=83 4018 38 129 75 167 26 60 31 45 58 50
internal_value=0 0.000206285 -0.000468292 0.000439118 0.000138329 0.00136447 -0.000129649 -0.00129749 0.000565131 3.52867e-05 -0.000973464
internal_weight=0 1501 385.118 1115.89 842.231 273.656 342.935 127.94 576.079 349.328 159.303
internal_count=4780 762 258 504 403 101 220 91 236 153 95
is_linear=0
shrinkage=0.06


Tree=675
num_leaves=12
num_cat=0
split_feature=124 20 68 47 32 3 79 23 21 140 35
split_gain=0.0209007 0.0802631 0.085252 0.0542592 0.0511154 0.0780884 0.106129 0.0970573 0.0496495 0.0449701 0.0440817
threshold=0.02129978779703379 0.00043393640953581786 0.0017376682371832433 0.0014427106943912806 0.0020932231564074759 0.0060143163427710542 0.0049928687512874612 0.0019672545604407792 0.001792412775103003 0.00090704852482303988 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 9 -7 -9 -3 -4
right_child=1 4 10 -5 -6 7 -8 8 -10 -11 -12
leaf_value=-3.1894429037381397e-05 -8.0740137259063832e-05 0.0020239109427484486 -0.00080791413359424544 0.0018313360342441566 -0.00076120954980714783 0.00098198591958174723 0.0026913486927994238 -0.0033862900058459909 -0.00016562682713623016 -0.0005884139300019758 -0.0030054108235331965
leaf_weight=8468.8155225515366 279.29960334300995 34.693479061126709 148.10888481140137 65.963043928146362 70.122327446937561 154.315021276474 153.11126494407654 33.302367925643921 35.616203188896179 74.468965768814087 42.1829993724823
leaf_count=4274 98 7 93 19 47 42 49 30 24 59 38
internal_value=0 0.000247092 -0.000277031 0.00028499 0.000752237 0.000970937 0.00167275 0.000146005 -0.00172455 0.000242915 -0.00129637
internal_weight=0 1091.18 535.555 345.263 555.63 485.507 262.274 223.234 68.9186 109.162 190.292
internal_count=4780 506 248 117 258 211 115 96 54 66 131
is_linear=0
shrinkage=0.06


Tree=676
num_leaves=12
num_cat=0
split_feature=34 73 67 133 75 83 45 107 102 128 78
split_gain=0.0210274 0.0308355 0.100067 0.11082 0.0818645 0.106513 0.111617 0.144669 0.14778 0.101986 0.101916
threshold=0.02636832278221846 0.00087947337306104611 0.0023699469165876512 0.0087224207818508166 0.00064626874518580746 0.057509137317538268 0.00064626874518580746 0.0045489775948226461 0.00062670491752214741 0.00039601318712811922 0.014293605927377941
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 9 8 10 -6 -8
right_child=-2 -3 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-4.5651791956967772e-05 0.00025672433207641861 5.6250816296407502e-05 0.0016829682736998256 -0.0012484419341957629 0.0013277068772289049 0.0014297278100246819 -0.0017881709781896514 -0.00017835362086451517 -0.0028473822955719262 -0.0015270580013118647 0.0010191141419328613
leaf_weight=1880.9467676877975 1024.9400849342346 5389.1146647930145 190.11857926845551 61.335373401641846 133.03616678714752 76.970155835151672 114.61916208267212 286.03970444202423 256.61558783054352 67.99584698677063 78.267589569091797
leaf_count=983 511 2583 50 31 39 37 79 193 215 37 22
internal_value=0 -3.08836e-05 -0.000180145 0.000967718 -0.000279894 -0.000714555 -0.000890912 -0.00123331 -0.00190444 0.000361849 -0.000649122
internal_weight=0 8535.06 3145.94 251.454 2894.49 1013.54 936.574 735.542 449.502 201.032 192.887
internal_count=4780 4269 1686 81 1605 622 585 509 316 76 101
is_linear=0
shrinkage=0.06


Tree=677
num_leaves=12
num_cat=0
split_feature=106 33 73 75 37 114 25 0 10 138 9
split_gain=0.021087 0.0586712 0.0884843 0.153807 0.138124 0.0851325 0.0879348 0.12523 0.101612 0.0820037 0.0772684
threshold=0.0019071503775194289 0.0011261500185355546 0.0012357163941487672 0.00064626874518580746 0.00087947337306104611 0.0019071503775194289 0.0038949446752667431 0.0034400182776153092 0.0023699469165876512 0.010180860292166473 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 -4 9 -7 8 -8 -5 -1
right_child=-2 2 3 5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00016075495336984668 7.6092686831663717e-05 -0.00040300642931785749 -0.0045781830728682865 0.00095767239483134537 0.00033244775263122171 -0.00070989188723747276 0.0006150132184352422 -0.00010594474160913352 0.0033985466494756695 0.0033113187250750358 -0.00113787408718327
leaf_weight=1791.4191337823868 5525.8932558298111 689.94918024539948 39.962841510772705 355.34703505039215 42.464031577110291 237.38358628749847 102.87668085098267 276.98576807975769 87.241898417472839 62.63280713558197 347.84346485137939
leaf_count=773 2973 379 36 118 14 133 28 104 22 16 184
internal_value=0 -0.000104337 0.000138788 0.000449039 -0.00205103 0.000632794 0.00023024 0.000708067 0.00189344 0.00131107 -0.00031968
internal_weight=0 4034.11 1894.84 1204.89 82.4269 1122.47 704.488 467.104 190.119 417.98 2139.26
internal_count=4780 1807 850 471 50 421 287 154 50 134 957
is_linear=0
shrinkage=0.06


Tree=678
num_leaves=12
num_cat=0
split_feature=92 95 79 10 149 143 52 142 117 25 28
split_gain=0.0215243 0.0608068 0.0945483 0.093965 0.0848243 0.0837306 0.0771936 0.0911554 0.180972 0.109531 0.0958871
threshold=0.0034400182776153092 0.0042751494329422721 0.00055427959887310873 0.0023699469165876512 0.0010263677686452868 0.0063990866765379914 0.0037758676335215573 0.0020932231564074759 0.0031340263085439806 0.0020292587578296666 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -4 7 -2 9 -9 -11
right_child=1 2 5 4 -6 -7 -8 8 -10 10 -12
leaf_value=-7.5344143093457103e-05 -0.00021674375466068112 -0.0001795375127395514 -0.00078681101484605548 0.00058456705643701243 0.0030633417499974377 0.0005517265427899664 -0.00034170575005452916 0.0035898062968539525 -8.6172198651726526e-05 0.00015774082774727225 0.0027872942338525038
leaf_weight=5624.8120578527451 669.7804046869278 94.825096130371094 242.37191653251648 81.504148960113525 127.48577213287354 549.43754303455353 1466.0442298650742 91.682214140892029 396.40590560436249 137.28912770748138 78.36126697063446
leaf_count=2860 377 45 186 33 34 212 682 26 252 59 14
internal_value=0 0.000107593 0.00048727 0.0013869 0.00209738 0.000141954 -3.89142e-05 0.000284276 0.000761082 0.00185357 0.0011141
internal_weight=0 3935.19 1095.62 303.815 208.99 791.809 2839.56 1373.52 703.739 307.333 215.65
internal_count=4780 1920 510 112 67 398 1410 728 351 99 73
is_linear=0
shrinkage=0.06


Tree=679
num_leaves=12
num_cat=0
split_feature=90 34 101 16 76 119 44 24 39 21 31
split_gain=0.0211185 0.0363863 0.0417944 0.0452323 0.0320942 0.0309039 0.130738 0.0829563 0.0686732 0.074297 0.0741109
threshold=0.0020932231564074759 0.0060143163427710542 0.0030382014811038975 0.00017767510871635753 0.0020932231564074759 0.00062670491752214741 0.0060143163427710542 0.019431582652032379 0.0012745757703669371 0.0079489401541650313 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 -1 7 -7 10 -10 -8
right_child=1 4 -4 -5 -6 6 8 -9 9 -11 -12
leaf_value=1.8861188713218993e-05 -0.0024611341607062129 0.0022066730996648789 0.0015057933665331947 0.0001848234900732382 0.00037647146879353906 -0.0013300868724513222 4.0787409074083812e-05 0.0017254525052028433 0.00044982004325470307 -0.0018720683530183088 0.0028420138732699672
leaf_weight=8456.337671995163 37.74268364906311 62.539129734039307 38.023715853691101 60.318971872329712 76.876478433609009 398.43870866298676 64.665610194206238 34.693479061126709 191.96402752399445 66.792090654373169 71.607115983963013
leaf_count=4190 34 24 10 22 45 270 34 7 84 44 16
internal_value=0 0.000517563 -0.000180362 -0.000835042 0.00119846 -1.53971e-05 -0.000365168 -0.001085 0.00042417 -0.000150015 0.00151375
internal_weight=0 275.501 136.085 98.0617 139.416 9284.5 828.161 433.132 395.029 258.756 136.273
internal_count=4780 135 66 56 69 4645 455 277 178 128 50
is_linear=0
shrinkage=0.06


Tree=680
num_leaves=12
num_cat=0
split_feature=116 137 50 47 105 64 21 45 17 72 92
split_gain=0.0214617 0.0688792 0.0702723 0.0521745 0.0504656 0.0637862 0.060613 0.0904937 0.0489553 0.0437603 0.0486853
threshold=0.01884530205279589 0.00017767510871635753 0.00066645268816500913 0.057509137317538268 0.0068083447404205808 0.00043393640953581786 0.00040826165059115743 0.0058306583669036635 0.0018488886416889729 0.0012357163941487672 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 -8 -6 -4 -11
right_child=1 4 9 -5 8 -7 7 -9 -10 10 -12
leaf_value=-2.6741380473126614e-05 -0.0027931514433664432 0.00079184431559174175 0.0025891800396917472 0.00087720993766741506 -0.00038092705478692227 0.0017327209499403498 -0.0038041300666554556 -0.00076879217264799293 0.0016103827247656254 0.0017287164214897838 -0.0002355313663325736
leaf_weight=8784.4666984081268 27.751973271369934 52.54841935634613 77.251188039779663 27.845650672912598 88.258299946784973 34.693479061126709 46.623315095901489 145.70137214660645 89.368378877639771 106.20691764354706 79.283991098403931
leaf_count=4429 25 15 13 17 31 7 42 107 32 31 31
internal_value=0 0.000302511 0.000980005 -0.000956604 -0.000169334 -0.000671713 -0.00101294 -0.00150621 0.000621293 0.00139001 0.000889468
internal_weight=0 775.533 318.34 55.5976 457.193 279.567 244.873 192.325 177.627 262.742 185.491
internal_count=4780 351 117 42 234 171 164 149 63 75 62
is_linear=0
shrinkage=0.06


Tree=681
num_leaves=12
num_cat=0
split_feature=107 42 60 59 99 141 20 10 100 70 11
split_gain=0.0217664 0.0257879 0.16169 0.127407 0.0558781 0.0781634 0.145284 0.118344 0.109332 0.143781 0.107764
threshold=0.048151826485991485 0.011519505176693203 0.0045489775948226461 0.0044099434744566688 0.017188700847327713 0.0020932231564074759 0.000490355829242617 0.028884131461381916 0.0037758676335215573 0.00073092587990686308 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 8 7 -7 9 10 -3
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=2.7984831050389355e-05 0.00071669064889405619 -0.00097659861839074092 -0.00085732742911877931 -0.0050403725973859025 0.001299182625929926 -0.0047062827931000197 -9.2629650480917472e-05 -0.00097052085244202127 -0.00060246575359362831 0.0024286724912120495 0.0020130219429845093
leaf_weight=8128.0353406667709 150.04801046848297 141.26105642318726 69.105925917625427 42.1829993724823 100.37549078464508 52.173709750175476 298.62528228759766 73.546241641044617 300.28337574005127 141.82312083244324 62.539129734039307
leaf_count=3870 119 103 38 38 50 47 172 42 222 55 24
internal_value=0 -1.14622e-05 -0.00026156 -0.00244597 -5.37015e-05 -0.000180694 -0.000813205 -0.00252337 0.000234912 0.000962405 -5.86516e-05
internal_weight=0 9409.95 1281.92 111.289 1170.63 1070.25 424.345 125.72 645.907 345.623 203.8
internal_count=4780 4661 791 76 715 665 261 89 404 182 127
is_linear=0
shrinkage=0.06


Tree=682
num_leaves=12
num_cat=0
split_feature=43 80 1 116 105 142 108 45 103 59 91
split_gain=0.020367 0.0802773 0.0510384 0.0310623 0.0483018 0.0441681 0.0379535 0.0275044 0.0318732 0.029024 0.0424161
threshold=0.024810968898236755 0.015200819820165636 0.0037758676335215573 0.00046126570669002836 0.00099512818269431613 0.011519505176693203 0.0022975050378590827 0.0058306583669036635 0.00017767510871635753 0.0012357163941487672 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 7 -2 8 -5 -9 -11
right_child=1 -3 -4 5 -6 -7 -8 9 -10 10 -12
leaf_value=-2.2022273733937762e-05 0.00095467055956647466 -0.0020286465655609399 0.0018670215541596133 -0.002758309215455247 0.0022054561956265776 0.0014546552304406898 -0.0017767442985602711 0.0013040227517131899 -0.00047795714419065518 -0.0018200576673297459 0.0010921441079767341
leaf_weight=8992.9086049795151 53.377466082572937 46.810669898986816 89.368378877639771 31.082210063934326 65.869366526603699 54.768577218055725 27.751973271369934 48.937150359153748 75.672722101211548 42.1829993724823 31.269564867019653
leaf_count=4447 40 26 32 28 27 17 25 36 52 38 12
internal_value=0 0.000348685 0.000562927 0.000292096 0.000999737 -7.45151e-05 1.92975e-05 -0.000440482 -0.00114385 0.000173469 -0.000580502
internal_weight=0 567.091 520.28 430.912 146.999 283.913 81.1294 229.145 106.755 122.39 73.4526
internal_count=4780 333 307 275 92 183 65 166 80 86 50
is_linear=0
shrinkage=0.06


Tree=683
num_leaves=12
num_cat=0
split_feature=146 19 140 92 133 118 63 46 4 29 116
split_gain=0.0201417 0.0588793 0.0577505 0.0866669 0.110709 0.0958665 0.0761095 0.0918266 0.0824899 0.0915677 0.0766797
threshold=0.0010263677686452868 0.011880517937242987 0.0060143163427710542 0.00017767510871635753 0.0012745757703669371 0.00096484774257987748 0.0030382014811038975 0.0095705352723598498 0.0010585968848317864 0.021960759535431865 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 10 -10 -4
right_child=-2 -3 6 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00096311432352924468 -3.7613229847760529e-05 0.0014127812097779163 0.00076379331760363092 -9.1200720072059753e-05 -0.0016423257250945519 0.0035426082221477794 0.0021509709374126435 0.00050438426707431142 -0.0037449748132622647 -0.00065411672467513787 -0.0012588308386489444
leaf_weight=168.37133777141571 8058.9949923753738 131.7387330532074 117.1203521490097 403.72212100028992 40.056518912315369 74.937352776527405 42.464031577110291 225.64110505580902 68.824893712997437 69.199603319168091 158.92864191532135
leaf_count=87 4018 54 57 202 28 19 14 82 62 30 127
internal_value=0 0.000201764 8.51565e-05 0.000473388 0.00127753 0.00175871 -0.000305881 -0.000469276 -0.000999847 -0.00219695 -0.000400719
internal_weight=0 1501 1369.27 687.087 283.365 243.309 682.179 639.715 414.073 138.024 276.049
internal_count=4780 762 708 336 134 106 372 358 276 92 184
is_linear=0
shrinkage=0.06


Tree=684
num_leaves=12
num_cat=0
split_feature=6 127 87 4 8 12 72 148 143 146 107
split_gain=0.02041 0.0551552 0.0676353 0.062779 0.0801579 0.055632 0.0308034 0.0961731 0.127581 0.0989756 0.0918173
threshold=0.00068727668258361529 0.00044738779251929378 0.0026833302108570938 0.00077738583786413084 0.0015833032084628942 0.024810968898236755 0.0048403022810816774 0.0045489775948226461 0.0014881226234138014 0.0015349716995842757 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 -5 -6 -1 8 -8 -10 -11
right_child=1 2 -4 4 5 -7 7 -9 9 10 -12
leaf_value=6.3256370222712518e-05 0.00045289764367669193 0.00046872788824272828 0.0027203498828810221 -0.0034990774085310004 -0.0019568424652553176 0.0010239820096782633 0.00034103095913297517 -2.5335938501028946e-05 0.00014725912265962679 -0.0026045999554275565 0.00058213319610502814
leaf_weight=5510.5676053762436 185.30355393886566 300.3911030292511 57.082412481307983 39.962841510772705 39.962841510772705 51.438340425491333 195.29426431655884 2823.6473343372345 90.478457808494568 227.94089043140411 37.930038452148438
leaf_count=2749 78 117 11 36 36 14 87 1428 33 173 18
internal_value=0 0.000318237 0.000828934 -0.000258349 -0.00126122 -0.000280022 -2.4173e-05 -0.00016691 -0.000891433 -0.00156678 -0.00214992
internal_weight=0 674.141 357.474 316.668 131.364 91.4012 8885.86 3375.29 551.644 356.349 265.871
internal_count=4780 292 128 164 86 50 4488 1739 311 224 191
is_linear=0
shrinkage=0.06


Tree=685
num_leaves=12
num_cat=0
split_feature=94 10 142 149 78 17 51 39 13 136 11
split_gain=0.0208451 0.034528 0.052148 0.0274054 0.0252761 0.173332 0.125567 0.117354 0.106508 0.0851333 0.0790939
threshold=0.055838862434029586 0.00090704852482303988 0.0014427106943912806 0.0010263677686452868 0.037906534969806678 0.02636832278221846 0.016164712607860569 0.02129978779703379 0.00017767510871635753 0.00038414125447161501 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 7 10 -7 -8 -6
right_child=1 3 -4 -5 5 8 9 -9 -10 -11 -12
leaf_value=2.3971537023969085e-05 0.00076101928794488076 0.0018779208606688779 -0.0021462378762471808 0.00032494162151571067 -0.002190195301917058 -0.0012874200778727391 -0.0044469281356237494 0.0014047212788022745 -0.0064641313327198089 0.00013100001822068119 -8.1583413684479259e-05
leaf_weight=8066.8311225175858 55.878656148910522 77.157510638237 36.726282119750977 87.054543614387512 69.105925917625427 34.506124258041382 38.852762579917908 187.99209880828857 24.421736478805542 23.405334949493408 858.06758558750153
leaf_count=4211 18 21 25 38 38 23 35 40 22 13 296
internal_value=0 0.000533116 -0.000393044 0.00105533 -1.47473e-05 -0.000267358 -0.000108287 3.82243e-05 -0.00344014 -0.00272845 -0.000238966
internal_weight=0 256.817 92.6049 164.212 9303.18 1236.35 1177.42 1115.17 58.9279 62.2581 927.174
internal_count=4780 102 43 59 4678 467 422 374 45 48 334
is_linear=0
shrinkage=0.06


Tree=686
num_leaves=12
num_cat=0
split_feature=112 82 124 53 52 131 85 15 35 126 84
split_gain=0.0209559 0.0256655 0.0233697 0.0619783 0.0866968 0.0779312 0.0524668 0.0516441 0.0552212 0.0693562 0.0453548
threshold=0.015923793427646164 0.00055427959887310873 0.02129978779703379 0.0042751494329422721 0.0060143163427710542 0.011880517937242987 0.029773407615721229 0.0022975050378590827 0.0022975050378590827 0.00052132029668428015 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 7 5 -5 10 -4 -9 -10 -1
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 -12
leaf_value=1.0212759553267663e-05 -0.00043773072271784699 0.00096524579167261634 0.00021337954357998748 0.00073755928473068981 -0.0011790443723322609 0.0029419892815388139 0.00093105979953105272 0.0001671934008888262 -0.0031880047993270025 0.00018991195156106393 -0.00031894268867631163
leaf_weight=6040.8527743816376 65.588334321975708 164.572713971138 544.07450318336487 229.70671117305756 61.241696000099182 77.063833236694336 192.15138232707977 82.520550489425659 59.944262266159058 34.412446856498718 2007.8704754114151
leaf_count=2968 51 124 191 118 39 29 68 42 54 31 1065
internal_value=0 0.000565427 -1.39858e-05 0.00024723 0.000880673 0.00129211 -4.85058e-05 -7.61911e-05 -0.000966528 -0.00195716 -7.19028e-05
internal_weight=0 230.161 9329.84 1088.96 368.012 306.771 8240.87 720.952 176.877 94.3567 8048.72
internal_count=4780 175 4605 504 186 147 4101 318 127 85 4033
is_linear=0
shrinkage=0.06


Tree=687
num_leaves=12
num_cat=0
split_feature=110 100 99 1 43 71 142 125 76 96 91
split_gain=0.0206349 0.0471857 0.027646 0.0410813 0.0405094 0.0357401 0.0354833 0.0267878 0.0863005 0.11313 0.204425
threshold=0.024066280573606495 0.00017767510871635753 0.00040826165059115743 0.00062670491752214741 0.00099512818269431613 0.0068083447404205808 0.0070226341485977182 0.0041444667149335155 0.0020932231564074759 0.00080172589514404546 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 5 -4 -5 6 -3 -1 9 -9 -11
right_child=1 2 3 4 -6 -7 -8 8 -10 10 -12
leaf_value=-9.4415371145239403e-05 -0.0015153286135944101 0.0012276396776512903 0.00097122599525160079 -0.0023909731710498919 5.9116715364127223e-05 0.0020128004251604653 -0.0015230104339676218 0.00079477658170604766 -0.0023491769270375011 -0.0031350740318277391 5.6288235768547542e-05
leaf_weight=5967.7468199729919 42.276676774024963 45.700590968132019 126.00098359584808 32.192288994789124 98.061655521392822 88.258299946784973 26.641894340515137 765.36896991729736 49.953551888465881 74.56264317035675 2243.2353085279465
leaf_count=3080 30 25 65 29 56 31 24 261 45 51 1083
internal_value=0 0.000392387 0.000586181 0.000199199 -0.000547793 0.00120314 0.000213941 -1.98291e-05 0.000122236 0.000162353 -4.65075e-05
internal_weight=0 459.132 416.856 256.255 130.254 160.601 72.3425 9100.87 3133.12 3083.17 2317.8
internal_count=4780 260 230 150 85 80 49 4520 1440 1395 1134
is_linear=0
shrinkage=0.06


Tree=688
num_leaves=12
num_cat=0
split_feature=46 34 106 22 106 109 80 115 115 120 80
split_gain=0.0207234 0.0726902 0.0512061 0.0805017 0.0305896 0.0831282 0.0710908 0.111605 0.15004 0.142044 0.196818
threshold=0.21471316367387774 0.00077738583786413084 0.0035485138650983576 0.0017376682371832433 0.0019071503775194289 0.00017767510871635753 0.052634395658969886 0.0063990866765379914 0.00899649551138282 0.0003614811430452392 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 7 9 -9 10 -1
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00035315997142336137 0.0017722484877130539 -0.0026996346019229241 0.00098785339865015251 0.00045617059842355847 0.002450661620411044 5.2719440845645214e-05 0.0010794098613550018 0.0013514054655123101 -0.00010987147378725316 0.00095571842949333091 -0.0019103540069474539
leaf_weight=1231.8831530809402 103.98675978183746 53.471143484115601 79.283991098403931 63.649208664894104 52.454741954803467 5359.6483985185623 163.28933012485504 301.68853676319122 1563.1972111463547 204.45592796802521 382.99128103256226
leaf_count=657 29 32 31 25 23 2896 42 102 624 71 248
internal_value=0 0.000490348 -0.000188913 -0.000985682 -1.59434e-05 7.60054e-05 -0.000145282 -0.00019959 0.000126584 -0.000533919 -0.000722567
internal_weight=0 300.391 196.404 117.12 9259.61 5412.1 3847.51 3684.22 1864.89 1819.33 1614.87
internal_count=4780 117 88 57 4663 2919 1744 1702 726 976 905
is_linear=0
shrinkage=0.06


Tree=689
num_leaves=12
num_cat=0
split_feature=16 115 98 75 46 124 69 20 68 20 7
split_gain=0.0201583 0.0330991 0.0623007 0.0274908 0.0262478 0.025147 0.054801 0.0479348 0.0549983 0.0363938 0.0403721
threshold=0.012086483649909498 0.099488973617553725 0.00017767510871635753 0.001792412775103003 0.0033348383149132137 0.028884131461381916 0.0045489775948226461 0.00055427959887310873 0.0017376682371832433 0.0022272822679951791 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 7 8 -7 -9 -11
right_child=-2 2 3 4 -6 6 -8 9 -10 10 -12
leaf_value=-2.0846928115397446e-05 0.0011018227703681787 -0.0022446060270220163 0.0010548834391176816 -0.0022388711700199017 0.00013836207316358882 0.00021792219184464911 0.0018400063593859827 0.0010649592773536772 -0.0013107262733371304 0.0011836487155911901 -0.0014940558428307446
leaf_weight=8519.9728307723999 59.302570343017578 67.99584698677063 52.54841935634613 26.641894340515137 44.590512037277222 254.78418946266174 78.173912167549133 245.8098806142807 126.83003032207489 34.506124258041382 48.843472957611084
leaf_count=4312 13 37 15 24 24 84 30 84 90 23 44
internal_value=0 -6.91477e-06 -0.000786956 1.49318e-05 -0.000752648 9.16345e-06 0.000333212 0.000167253 -0.000290337 0.000697691 -0.000385416
internal_weight=0 9500.7 191.777 123.781 71.2324 9308.92 788.948 710.774 381.614 329.159 83.3496
internal_count=4780 4767 100 63 48 4667 355 325 174 151 67
is_linear=0
shrinkage=0.06


Tree=690
num_leaves=12
num_cat=0
split_feature=34 24 93 115 40 54 32 53 79 18 142
split_gain=0.0206704 0.0268819 0.030677 0.0374156 0.0334171 0.0364447 0.0296956 0.0261083 0.069989 0.11325 0.0915988
threshold=0.02636832278221846 0.011519505176693203 0.00082683752407319855 0.0033348383149132137 0.0066005610860884198 0.0027679565828293566 0.0020932231564074759 0.0095705352723598498 0.00096484774257987748 0.0015833032084628942 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 -6 -7 -1 9 10 -9
right_child=1 -3 4 -5 5 6 -8 8 -10 -11 -12
leaf_value=3.0767947983109382e-05 0.0010256600274842964 -0.00079938315395983194 -0.00030538718822893706 -0.00018310255107018158 0.0017223753854455342 -0.001615554380288713 0.00096050927764945531 -0.001131997501624376 0.00010686018117262408 -0.0027401030988699979 8.8178297562083435e-05
leaf_weight=6360.1152192354202 335.17825949192047 80.206715226173401 345.24859738349915 127.11106252670288 72.623517513275146 29.972131133079529 34.599801659584045 363.65155220031738 1164.9973850250244 80.019360423088074 566.27608180046082
leaf_count=3102 116 48 214 66 25 27 15 271 621 64 211
internal_value=0 0.000254557 0.000344111 0.000693331 9.40531e-06 0.000801217 -0.000235862 -3.05988e-05 -0.000210045 -0.000575576 -0.000389046
internal_weight=0 1024.94 944.733 462.289 482.444 137.195 64.5719 8535.06 2174.94 1009.95 929.928
internal_count=4780 511 463 182 281 67 42 4269 1167 546 482
is_linear=0
shrinkage=0.06


Tree=691
num_leaves=12
num_cat=0
split_feature=26 96 79 37 117 22 59 141 133 9 5
split_gain=0.0237492 0.0641756 0.0788565 0.0770638 0.0759782 0.0684133 0.102462 0.0910472 0.0808546 0.0756958 0.0567744
threshold=0.00087947337306104611 0.0070226341485977182 0.0049928687512874612 0.0063990866765379914 0.0042751494329422721 0.00047558375808876013 0.0072436286136507997 0.0038949446752667431 0.00080172589514404546 0.00057154725072905432 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 8 -7 -2 -10 -11
right_child=1 2 -4 -5 -6 7 -8 -9 9 10 -12
leaf_value=-3.4614471552998876e-05 0.0018394813627323515 0.0021278144687924137 -0.000821244395377227 0.0032693011773497565 0.00011100085561794818 0.0011080996630369634 -0.0030008161962336018 -0.0010236921809715922 -0.0018642522947262192 -0.0010975035212272301 0.0014803123131540297
leaf_weight=8432.0096129179001 54.768577218055725 105.19051611423492 83.443274617195129 55.972333550453186 186.13260066509247 249.78180932998657 57.724104404449463 101.29821491241455 109.9914915561676 56.707702875137329 66.979445457458496
leaf_count=4160 17 22 59 10 103 128 52 67 91 43 28
internal_value=0 0.000258522 0.00083423 0.00123211 0.000839709 -9.72004e-05 -0.000695629 0.000492891 -0.000233434 -0.000719854 0.000298511
internal_weight=0 1127.99 430.739 347.295 291.323 697.251 346.171 351.08 288.447 233.679 123.687
internal_count=4780 620 194 135 125 426 231 195 179 162 71
is_linear=0
shrinkage=0.06


Tree=692
num_leaves=12
num_cat=0
split_feature=25 114 38 42 52 138 46 65 101 145 43
split_gain=0.0198883 0.0869818 0.121479 0.190167 0.14913 0.134236 0.158198 0.119566 0.129285 0.116919 0.0961288
threshold=0.0017376682371832433 0.0011261500185355546 0.00017767510871635753 0.00075379351619631063 0.0033348383149132137 0.00039601318712811922 0.010829726699739696 0.0026012937305495147 0.0011261500185355546 0.0014427106943912806 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 9 6 -6 -4 -9 -2 -5
right_child=1 -3 3 10 5 -7 -8 8 -10 -11 -12
leaf_value=9.1742190088878696e-05 -0.0042640431613088919 5.8320311081115143e-05 0.0018857293819170295 -0.00045917840883806234 -0.0037831399351176379 0.0013304563886274267 0.00025037645265069721 -0.0029125328231607846 0.0009656750939347965 -0.0011932213028175232 -0.0026472385188601737
leaf_weight=4500.1241241693497 85.476077675819397 3843.4398339986801 206.95711803436279 365.69840514659882 63.27449905872345 98.249010324478149 78.173912167549133 47.82707142829895 87.241898417472839 93.527662396430969 90.01007080078125
leaf_count=2437 77 1708 49 192 57 40 30 35 22 60 73
internal_value=0 -8.1635e-05 -0.000523805 -8.93684e-05 -0.0013513 -0.000372429 -0.00155535 0.00097978 -0.000408713 -0.00266113 -0.000891843
internal_weight=0 5059.88 1216.44 797.735 418.701 239.697 141.448 342.026 135.069 179.004 455.708
internal_count=4780 2343 635 371 264 127 87 106 57 137 265
is_linear=0
shrinkage=0.06


Tree=693
num_leaves=12
num_cat=0
split_feature=112 99 127 32 53 118 109 106 138 13 149
split_gain=0.0218332 0.0258722 0.0232083 0.023107 0.022746 0.0208503 0.0676971 0.120863 0.0992434 0.104934 0.0927739
threshold=0.0079489401541650313 0.013439828064292671 0.001792412775103003 0.00055427959887310873 0.0095705352723598498 0.0046923852059990176 0.00017767510871635753 0.004017772153019906 0.00082683752407319855 0.00062670491752214741 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 -1 -7 8 -8 -10 -9
right_child=1 -3 4 -5 -6 6 7 10 9 -11 -12
leaf_value=-6.5606565857517345e-05 0.00040675254418078244 0.0015988088625963175 -0.00017092878445913609 -0.00073889069669758327 0.0016817323074482828 0.0014512468874202497 -0.001176363148417662 0.0014557779741199517 0.00090277159997711836 -0.00060734289051253792 7.5975474099116225e-05
leaf_weight=7259.9629948139191 153.56560206413269 57.91145920753479 37.74268364906311 107.77133369445801 64.665610194206238 135.25632464885712 352.28378057479858 301.5011819601059 299.37470149993896 370.60710787773132 419.35690343379974
leaf_count=3662 106 36 34 89 34 41 188 118 108 156 208
internal_value=0 0.00042204 0.0002343 -6.5795e-05 0.000999431 -1.95066e-05 0.000158664 5.829e-05 -0.000361241 6.74708e-05 0.000653204
internal_weight=0 421.657 363.745 261.337 102.408 9138.34 1878.38 1743.12 1022.27 669.982 720.858
internal_count=4780 299 263 195 68 4481 819 778 452 264 326
is_linear=0
shrinkage=0.06


Tree=694
num_leaves=12
num_cat=0
split_feature=116 12 142 32 47 126 8 150 37 54 95
split_gain=0.0199342 0.0723085 0.0633694 0.0710546 0.0804735 0.0804804 0.0713397 0.0568422 0.0449033 0.0411286 0.0407376
threshold=0.012636432424187662 0.0062037324532866487 0.036783467978239066 0.00038414125447161501 0.0056525857653468856 0.0022272822679951791 0.0021592099219560628 0.0017376682371832433 0.00066645268816500913 0.0072436286136507997 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 9 -3 -9 -6 -5
right_child=1 7 -4 10 5 -7 -8 8 -10 -11 -12
leaf_value=-3.3859577668881401e-05 0.0031575594133311509 0.001920365950858816 -0.0019632273022064358 -0.00037784326563846857 0.0016598462950503706 0.0027513659175759423 -0.0022776823351652957 0.0008880776881761321 -0.0014833116641310396 -0.00083674270533641191 0.0010242138083479064
leaf_weight=8294.8937901258469 49.218182563781738 140.90039670467377 56.895057678222656 608.63238608837128 58.098814010620117 41.353952646255493 43.386755704879761 101.67292451858521 39.962841510772705 40.056518912315369 84.928063154220581
leaf_count=4182 12 38 27 330 20 13 31 35 36 28 28
internal_value=0 0.00022182 -2.14531e-05 9.8094e-05 0.00100653 0.000426274 -0.000254505 0.00106755 0.000218411 0.000641191 -0.000206035
internal_weight=0 1265.11 982.57 925.675 232.114 182.896 141.542 282.536 141.636 98.1553 693.56
internal_count=4780 598 489 462 104 92 79 109 71 48 358
is_linear=0
shrinkage=0.06


Tree=695
num_leaves=12
num_cat=0
split_feature=14 33 1 117 60 146 146 131 133 96 27
split_gain=0.0215976 0.058919 0.0849222 0.0825769 0.0990948 0.0961991 0.10318 0.0957236 0.167617 0.0763918 0.0861661
threshold=0.00040826165059115743 0.0015349716995842757 0.036783467978239066 0.0084566329605877417 0.018276390619575981 0.013439828064292671 0.0028552538715302949 0.0020292587578296666 0.0018488886416889729 0.0012357163941487672 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 8 9 10 -1
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00024917067075297188 -5.7916212363292356e-05 0.00031819583104141755 0.0031082866503085818 -0.00061243209972410896 -0.0039963699501164825 -0.0024474081070656119 0.0011785189224369325 -0.002347860917246954 -0.0023715195889135871 0.0019945580140856962 0.0027907413205218016
leaf_weight=280.77034199237823 6769.7483946084976 1481.397980093956 40.243873715400696 312.96263098716736 34.506124258041382 49.030827760696411 301.68853676319122 65.588334321975708 83.255919814109802 102.78300344944 38.023715853691101
leaf_count=164 3374 712 12 193 23 28 102 51 75 36 10
internal_value=0 0.000140451 0.000392187 -0.000161503 -0.000949534 0.000135825 0.000281321 -0.000193319 8.7011e-05 0.000572986 0.000114172
internal_weight=0 2790.25 1521.64 1268.61 347.469 921.141 872.11 570.421 504.833 421.577 318.794
internal_count=4780 1406 724 682 216 466 438 336 285 210 174
is_linear=0
shrinkage=0.06


Tree=696
num_leaves=12
num_cat=0
split_feature=20 70 26 94 115 10 136 117 146 52 59
split_gain=0.0202883 0.0399243 0.0706368 0.0562502 0.0817277 0.0590931 0.0457785 0.0511566 0.0706751 0.0649616 0.0489676
threshold=0.0042751494329422721 0.034632634371519096 0.00087947337306104611 0.0062037324532866487 0.00017767510871635753 0.022641776129603389 0.0017376682371832433 0.00747153488919139 0.0032328735105693345 0.0053125319536775359 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -10 -9
right_child=1 -3 -4 -5 5 -7 -8 10 9 -11 -12
leaf_value=-3.6670089176692987e-05 0.0010980882038603332 -0.00094032055273203421 0.001359858053871539 0.00079585299950313856 -0.0016520607089830215 0.00073635224796597286 0.00083257662388758387 -0.0013185316382287851 -0.0012706442501967926 0.00093987831483371411 -0.0041576872249045986
leaf_weight=8130.5084309577942 154.22134387493134 101.11086010932922 192.05770492553711 316.11956286430359 119.98220193386078 125.81362879276276 61.522728204727173 121.18595826625824 73.265209436416626 137.57015991210938 26.641894340515137
leaf_count=4042 50 83 76 115 100 81 15 93 66 35 24
internal_value=0 0.000208428 0.00029593 0.000116005 -0.000146085 -0.00043432 -0.000707073 -0.000905105 -0.000490185 0.000171484 -0.00183268
internal_weight=0 1429.49 1328.38 1136.32 820.203 665.982 540.168 478.645 330.818 210.835 147.828
internal_count=4780 738 655 579 464 414 333 318 201 101 117
is_linear=0
shrinkage=0.06


Tree=697
num_leaves=12
num_cat=0
split_feature=63 82 21 51 44 123 93 71 96 142 114
split_gain=0.0217349 0.0469385 0.0585107 0.0476272 0.176193 0.145078 0.215876 0.118784 0.21771 0.24159 0.0852852
threshold=0.00042089859198313212 0.04273676127195359 0.0015833032084628942 0.0005375427135732026 0.015675474889576439 0.0015349716995842757 0.0048403022810816774 0.030689206905663017 0.018276390619575981 0.027182282879948619 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 8 9 10 -2
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00017870343189369531 -0.0042594653071771705 -0.0036515252417386912 -0.00021856546860032704 3.4961501027676066e-05 0.00081452146580418398 0.00055240650264826857 0.00027270956223937788 -0.00027275935595306034 0.00062971269293966132 -0.0084767365234931346 -0.0018910198742739864
leaf_weight=1949.8653388023376 82.145840883255005 28.862052202224731 46.716992497444153 6328.9393317699432 326.11027324199677 211.21007895469666 222.95256018638611 107.12964177131653 62.539129734039307 28.862052202224731 164.66639137268066
leaf_count=1037 74 26 34 3082 124 69 120 48 24 26 116
internal_value=0 -4.58145e-05 -0.00153263 -3.08801e-05 -0.000376493 -0.00081815 -0.00125132 -0.00201419 -0.00256555 -0.00329038 -0.00268071
internal_weight=0 7610.13 75.579 7534.56 1205.62 879.506 668.296 445.343 338.213 275.674 246.812
internal_count=4780 3743 60 3683 601 477 408 288 240 216 190
is_linear=0
shrinkage=0.06


Tree=698
num_leaves=12
num_cat=0
split_feature=23 83 10 127 3 85 144 52 88 68 142
split_gain=0.019601 0.0982832 0.142939 0.0930529 0.109777 0.0643717 0.0617987 0.054962 0.0852499 0.0831727 0.113899
threshold=0.0031340263085439806 0.0032328735105693345 0.0045489775948226461 0.00052132029668428015 0.0060143163427710542 0.0025217677466571335 0.00052132029668428015 0.0026012937305495147 0.0020292587578296666 0.0012357163941487672 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -4 -2 8 9 -3 -11
right_child=1 7 5 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00015869476245689609 0.003163174136245268 -0.0011370348863097681 -0.0032568440515399312 -0.0021613177194251577 0.0020232207733702013 0.00018131539898522201 0.0012620530494429339 -0.00013279925607799999 0.00064935235221129394 0.00036911550698548896 -0.0011790412094478916
leaf_weight=2167.3752316236496 105.19051611423492 222.76520538330078 35.522525787353516 47.82707142829895 42.557708978652954 43.574110507965088 148.76462662220001 4486.0959074497223 993.85787487030029 1062.6687186956406 203.80018615722656
leaf_count=1047 22 136 32 35 6 15 37 2198 483 642 127
internal_value=0 4.64899e-05 0.00093392 0.00146222 -0.000190968 -0.00136493 0.00205045 -7.44157e-06 0.000219033 -6.81699e-05 0.000119913
internal_weight=0 7392.62 423.437 344.34 90.3848 79.0966 253.955 6969.19 2483.09 1489.23 1266.47
internal_count=4780 3733 147 100 41 47 59 3586 1388 905 769
is_linear=0
shrinkage=0.06


Tree=699
num_leaves=12
num_cat=0
split_feature=110 100 46 94 94 106 81 116 70 25 12
split_gain=0.0213549 0.0415322 0.0242257 0.0699436 0.105461 0.159442 0.0732699 0.0314521 0.0642792 0.0757054 0.0625827
threshold=0.024066280573606495 0.00017767510871635753 0.21471316367387774 0.00066645268816500913 0.0070226341485977182 0.004017772153019906 0.0048403022810816774 0.012636432424187662 0.0041444667149335155 0.0038949446752667431 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 5 6 -5 -1 10 -10 -9
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 -12
leaf_value=-8.2706873338495479e-05 -0.0013906300032839262 0.00058098432316939846 0.0018654666230591087 -0.0054847544228044161 0.0012333701532290691 0.0016714836752402189 -0.0013659857215606646 0.00015612055366454457 -0.00014651310563807055 -0.0030623976244881007 0.0012310978866706213
leaf_weight=7624.5513210296631 42.276676774024963 416.85571336746216 93.902372002601624 29.972131133079529 101.76660192012787 35.709880590438843 32.379643797874451 714.10393440723419 160.4134304523468 39.962841510772705 268.10513663291931
leaf_count=3853 30 230 28 27 27 16 13 328 96 36 96
internal_value=0 0.000399176 -2.01715e-05 0.000515767 -0.000119093 -0.00152248 -0.00335147 -3.80514e-05 0.000249841 -0.000729292 0.000449643
internal_weight=0 459.132 9100.87 293.731 199.828 98.0617 62.3518 8807.14 1182.59 200.376 982.209
internal_count=4780 260 4520 111 83 56 40 4409 556 132 424
is_linear=0
shrinkage=0.06


Tree=700
num_leaves=12
num_cat=0
split_feature=98 1 69 109 127 52 2 44 21 7 63
split_gain=0.0208521 0.0460116 0.0344491 0.0583759 0.0274921 0.0537853 0.0334377 0.0323353 0.0448668 0.042403 0.043004
threshold=0.049604203552007682 0.022641776129603389 0.0045489775948226461 0.0066005610860884198 0.0042751494329422721 0.0079489401541650313 0.0012745757703669371 0.0084566329605877417 0.00087947337306104611 0.00047558375808876013 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 9 -9 10 -2
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-2.5244565264428449e-05 0.00066613642292254508 -0.0011462513719262153 0.00080209462647607094 -0.0020034566153958096 0.0014578250774049078 -0.0016973474290202625 0.00060290501560132659 0.002872830424178937 0.0005438380248610551 0.0017602922228113493 -0.0014266032449787233
leaf_weight=8843.9566235542297 85.663432478904724 70.216004848480225 56.895057678222656 50.140906691551208 121.84170007705688 59.021538138389587 36.913636922836304 53.658498287200928 66.885768055915833 54.768577218055725 60.037939667701721
leaf_count=4426 61 39 27 29 37 37 9 16 36 17 46
internal_value=0 0.000311371 0.00047 -0.000512807 0.000665303 0.000433417 -0.000812557 0.000805914 0.00158208 0.000338644 -0.000196588
internal_weight=0 716.043 645.827 107.036 538.791 416.949 95.9352 321.014 120.544 200.47 145.701
internal_count=4780 354 315 56 259 222 46 176 52 124 107
is_linear=0
shrinkage=0.06


Tree=701
num_leaves=12
num_cat=0
split_feature=14 11 143 72 116 68 21 77 71 50 104
split_gain=0.0197134 0.0658589 0.108697 0.0727623 0.0949293 0.0762461 0.0737045 0.103603 0.106745 0.113512 0.0971521
threshold=0.00040826165059115743 0.00747153488919139 0.035692447796463973 0.00244467705488205 0.00017767510871635753 0.00017767510871635753 0.000490355829242617 0.0030382014811038975 0.0033348383149132137 0.007706565549597145 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 8 -1 -10 -8
right_child=-2 -3 -4 4 5 -7 10 -9 9 -11 -12
leaf_value=-0.0034308092055183172 -5.5340263660130541e-05 0.00048373562872609712 -0.0025851169447073251 -0.0032577290586193351 0.0022259212695877285 -0.00063351863423718395 0.0010183001468554074 0.0015415973100125855 -0.0028053861927146454 0.00029040880799486538 -0.00043285417841872661
leaf_weight=52.173709750175476 6769.7483946084976 1144.3883222341537 61.335373401641846 45.513236165046692 36.913636922836304 360.97705721855164 537.58733451366425 73.733596444129944 55.597623944282532 181.78596234321594 240.24543607234955
leaf_count=47 3374 465 31 41 9 212 266 26 42 91 176
internal_value=0 0.000134176 -0.000108892 -1.28826e-05 -0.000665056 -0.000367746 0.000240567 -0.000464931 -0.000976234 -0.000435534 0.000570091
internal_weight=0 2790.25 1645.86 1584.53 443.404 397.891 1141.12 363.291 289.557 237.384 777.833
internal_count=4780 1406 941 910 262 221 648 206 180 133 442
is_linear=0
shrinkage=0.06


Tree=702
num_leaves=12
num_cat=0
split_feature=99 139 25 150 141 87 27 142 32 118 97
split_gain=0.0199284 0.0523528 0.0791877 0.0645388 0.0732881 0.0684724 0.068277 0.0660743 0.056016 0.0536938 0.0812721
threshold=0.017188700847327713 0.00046126570669002836 0.0020292587578296666 0.0015349716995842757 0.0018488886416889729 0.0014881226234138014 0.00017767510871635753 0.0070226341485977182 0.00099512818269431613 0.010829726699739696 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2 -7 -6 -8 -11
right_child=1 2 -4 4 8 7 9 -9 -10 10 -12
leaf_value=-3.1079138486908822e-05 -0.0018105546903946618 0.00023475091559786815 -0.0031776077168258593 0.0018689716344661403 -0.001319604643783084 -0.00061182064297430824 0.00095201021972696556 -0.004502011670516501 0.00072226578769553297 -0.0021523029920784429 0.0010555477193002964
leaf_weight=8471.6914222240448 53.283788681030273 65.869366526603699 38.852762579917908 171.79525196552277 60.131617069244385 53.377466082572937 263.57114350795746 22.201578617095947 245.52884840965271 58.927860736846924 54.768577218055725
leaf_count=4220 48 27 35 82 38 40 100 20 108 45 17
internal_value=0 0.000241654 -0.00103309 0.000377466 0.000877792 -9.45946e-05 0.000197919 -0.00175902 0.000320275 0.000481992 -0.000607483
internal_weight=0 1088.31 104.722 983.586 477.456 506.13 430.551 75.579 305.66 377.268 113.696
internal_count=4780 560 62 498 228 270 210 60 146 162 62
is_linear=0
shrinkage=0.06


Tree=703
num_leaves=12
num_cat=0
split_feature=110 90 125 85 102 127 92 18 26 99 149
split_gain=0.0196549 0.0373119 0.0246185 0.0907107 0.0995039 0.096763 0.093264 0.0905776 0.167078 0.120083 0.0885262
threshold=0.024066280573606495 0.00068727668258361529 0.0041444667149335155 0.00017767510871635753 0.0048403022810816774 0.0011261500185355546 0.0049928687512874612 0.0026833302108570938 0.00087947337306104611 0.034632634371519096 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 10 7 6 -6 -5 9 -9 -4
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 -12
leaf_value=-9.0860709488039913e-05 0.00057453269144637292 -0.0011430356705960985 0.0011120487933294007 -0.00020502351399187446 0.00022829247163316406 0.0012591997297125472 -0.0022633171590066281 -0.0031282303195860756 0.0013674565944742955 0.00048787022390201314 7.9422665502358855e-05
leaf_weight=5967.7468199729919 407.97508192062378 51.157308220863342 521.87292456626892 971.65629625320435 332.67706942558289 293.91798424720764 64.478255391120911 149.95433306694031 56.895057678222656 42.370354175567627 699.29819869995117
leaf_count=3080 222 38 171 463 138 95 50 127 27 22 347
internal_value=0 0.000382951 -1.93581e-05 0.000116833 -0.00014118 0.000434098 -0.000176689 -0.000466823 -0.00148703 -0.00233174 0.000520775
internal_weight=0 459.132 9100.87 3133.12 1911.95 691.073 397.155 1220.88 249.22 192.325 1221.17
internal_count=4780 260 4520 1440 922 283 188 639 176 149 518
is_linear=0
shrinkage=0.06


Tree=704
num_leaves=12
num_cat=0
split_feature=51 83 92 18 19 54 82 60 65 105 59
split_gain=0.0196039 0.0873475 0.0565403 0.0395993 0.0452452 0.0428796 0.0351863 0.0274836 0.178474 0.144751 0.194021
threshold=0.027182282879948619 0.0026833302108570938 0.037906534969806678 0.0081988852471113222 0.0019672545604407792 0.0045489775948226461 0.0010918468469753864 0.018276390619575981 0.0051502294372767219 0.017724351026117805 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 3 4 -3 -6 -2 -1 9 10 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=1.4716294071521624e-05 -0.0035661523209217171 0.0013969887121584685 -0.0014061061762026925 0.0026091890910570608 0.00057330519372511708 -0.0022121946856977297 -0.00026771338282906005 -0.0044903909957707353 0.00098240235919968113 0.0015145631924556916 -0.00087315080065782297
leaf_weight=8388.1404203176498 24.421736478805542 146.26343655586243 37.74268364906311 49.218182563781738 63.461853861808777 28.862052202224731 22.201578617095947 61.148018598556519 248.21739327907562 73.920951247215271 416.40137624740601
leaf_count=4266 22 59 34 12 41 26 20 47 70 10 173
internal_value=0 0.000426811 0.000774788 0.00106118 0.00074088 -0.000298942 -0.0019994 -1.73266e-05 -0.000353393 -0.000954704 -0.00133717
internal_weight=0 372.172 325.548 287.806 238.587 92.3239 46.6233 9187.83 799.688 551.47 477.549
internal_count=4780 214 172 138 126 67 42 4566 300 230 220
is_linear=0
shrinkage=0.06


Tree=705
num_leaves=12
num_cat=0
split_feature=124 99 25 39 101 95 73 92 146 145 65
split_gain=0.0199275 0.0496706 0.0767832 0.0696392 0.0453525 0.0666867 0.051338 0.060021 0.0540675 0.0517374 0.0473791
threshold=0.02129978779703379 0.00017767510871635753 0.0012745757703669371 0.00077738583786413084 0.0042751494329422721 0.0019071503775194289 0.027182282879948619 0.00244467705488205 0.00899649551138282 0.0012745757703669371 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 8 9 10 -8 -3
right_child=1 4 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-3.1129264844382536e-05 0.00086788328091103354 0.00068050599113125766 -0.00055603708225290946 -0.0034216011816901198 0.00050144218646816974 -0.0027235623680957619 -5.1532267632332969e-05 0.0007109350519105839 -0.00037801345874182633 -0.0028216829541996046 0.0019676755303091437
leaf_weight=8468.8155225515366 93.621339797973633 233.31798017024994 118.32410848140717 41.072920441627502 59.115215539932251 37.74268364906311 56.98873507976532 135.25632464885712 89.181024074554443 42.1829993724823 184.38082981109619
leaf_count=4274 52 97 50 37 29 34 19 41 48 38 61
internal_value=0 0.000241284 -0.000495366 -0.00129611 0.00046369 -0.00075676 0.000623233 -0.000110953 0.000962743 -0.00123148 0.00124902
internal_weight=0 1091.18 253.018 159.397 838.166 96.8579 741.308 234.428 506.88 99.1717 417.699
internal_count=4780 506 139 87 367 63 304 98 206 57 158
is_linear=0
shrinkage=0.06


Tree=706
num_leaves=12
num_cat=0
split_feature=63 95 11 78 23 46 117 93 110 133 35
split_gain=0.0193483 0.0596703 0.144054 0.136565 0.132169 0.0815489 0.0719994 0.146112 0.166322 0.0658316 0.0658128
threshold=0.00042089859198313212 0.0012745757703669371 0.00057154725072905432 0.0015833032084628942 0.030689206905663017 0.0020292587578296666 0.0084566329605877417 0.00082683752407319855 0.00044738779251929378 0.0015349716995842757 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 10 -5 7 -1 -9 -7 -4
right_child=-2 2 3 5 -6 9 -8 8 -10 -11 -12
leaf_value=0.0001689417392970752 -4.3241906024550227e-05 0.00071272711976185497 -6.7126496111155609e-05 -0.0039718908678782038 -0.0028383835838231212 -0.00015828400888503772 -0.00064990522757072734 0.0033944529606967635 0.00053010506834866506 -0.002655442541151418 0.0026662545851426911
leaf_weight=784.22626185417175 7610.1343448162079 291.22943937778473 71.326083779335022 58.83418333530426 38.946439981460571 80.206715226173401 195.84227883815765 125.17193686962128 174.93813395500183 72.155130505561829 56.98873507976532
leaf_count=375 3743 133 40 53 27 48 136 40 101 65 19
internal_value=0 0.000168591 -0.00029029 -0.00106211 0.000218627 -0.00207605 0.000408645 0.000599873 0.00172552 -0.00134185 0.00114799
internal_weight=0 1949.87 669.687 378.457 167.261 211.196 1280.18 1084.34 300.11 152.362 128.315
internal_count=4780 1037 385 252 86 166 652 516 141 113 59
is_linear=0
shrinkage=0.06


Tree=707
num_leaves=12
num_cat=0
split_feature=88 83 132 45 30 74 53 104 147 138 80
split_gain=0.018716 0.0416242 0.0353603 0.104804 0.0693711 0.0522187 0.0800719 0.0678245 0.0510468 0.075473 0.0730274
threshold=0.1242329850792885 0.0081988852471113222 0.0042751494329422721 0.0026833302108570938 0.0095705352723598498 0.00044738779251929378 0.0028552538715302949 0.00017767510871635753 0.05109804309904576 0.0014881226234138014 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 8 7 -7 -4 -1 -10 -11
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 -12
leaf_value=-4.5540501392182074e-05 2.5897062450700548e-05 0.0018059672564095153 -0.0004931358267427589 0.00035358152490278389 0.00068745209503263429 -0.00034977537443911413 -0.0030187624991339255 -0.0034561289845825589 0.0017510072011014276 -0.0020735626362759691 0.001042995494333103
leaf_weight=7490.7657350301743 166.43221211433411 65.963043928146362 53.658498287200928 448.12527823448181 537.41402959823608 446.56086218357086 44.403157234191895 57.724104404449463 139.69664037227631 48.937150359153748 60.318971872329712
leaf_count=3878 61 19 16 242 185 184 40 52 45 36 22
internal_value=0 0.000531711 -1.32885e-05 -0.000341194 2.83304e-05 -0.000858056 -0.000591726 -0.00203043 -1.74446e-05 0.000827616 -0.000353569
internal_weight=0 232.395 9327.6 1050.47 8277.13 602.347 490.964 111.383 7739.72 248.953 109.256
internal_count=4780 80 4700 534 4166 292 224 68 3981 103 58
is_linear=0
shrinkage=0.06


Tree=708
num_leaves=12
num_cat=0
split_feature=20 111 98 34 19 19 67 38 11 135 75
split_gain=0.0207139 0.0549427 0.0370094 0.0521691 0.0495379 0.053336 0.0397691 0.041317 0.041474 0.0392429 0.104089
threshold=0.0042751494329422721 0.0087224207818508166 0.0072436286136507997 0.00899649551138282 0.0026012937305495147 0.0054799309000372895 0.00080172589514404546 0.0011261500185355546 0.00070876078098081063 0.00075379351619631063 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 9 8 -8 -2 -11
right_child=2 -3 3 -5 5 -7 7 -9 -10 10 -12
leaf_value=-2.4769297980669608e-05 7.7824047411011686e-05 -0.0020150918219909737 -0.00061720944768047447 -0.00034141107322585947 0.0031803840239838467 0.0010157940477873272 -0.00048663356934179895 -0.00091493082856570194 0.0010834536101479077 -0.0039458479156022682 -0.00036428692860767542
leaf_weight=8080.367524266243 397.1553248167038 50.140906691551208 46.623315095901489 119.05947780609131 53.658498287200928 173.18636310100555 77.799202561378479 64.665610194206238 272.5454523563385 34.412446856498718 190.38556158542633
leaf_count=4013 188 29 42 83 16 59 62 34 100 31 123
internal_value=0 -3.70683e-05 0.000210587 0.000706714 0.00116299 0.00152899 2.27354e-05 0.000477546 0.000734753 -0.000280774 -0.000914069
internal_weight=0 8130.51 1429.49 392.528 273.468 226.845 1036.96 415.01 350.345 621.953 224.798
internal_count=4780 4042 738 200 117 75 538 196 162 342 154
is_linear=0
shrinkage=0.06


Tree=709
num_leaves=12
num_cat=0
split_feature=93 4 61 51 53 73 61 110 82 61 136
split_gain=0.0187228 0.0532799 0.0428441 0.0525964 0.0341229 0.0314328 0.0606401 0.0652535 0.0724436 0.0635743 0.0372987
threshold=0.010829726699739696 0.00039601318712811922 0.0014881226234138014 0.00017767510871635753 0.0028552538715302949 0.037906534969806678 0.0010263677686452868 0.0048403022810816774 0.00085274505545385193 0.0014881226234138014 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -3 10 -8
right_child=1 5 -4 4 -6 -7 9 -9 -10 -11 -12
leaf_value=-3.4711166132599174e-05 -0.00026292368326370584 -0.0032642201928237452 -0.00028717334140337909 0.0011034509768319759 0.0027102757490682114 0.0011899187178634257 0.00058105452731549944 0.00010519466571456856 -0.00067293171260442424 -4.3322552023913542e-05 0.002828582562715308
leaf_weight=8167.1550855636597 67.808492183685303 59.944262266159058 94.544063925743103 138.39920663833618 72.623517513275146 71.607115983963013 61.335373401641846 158.19327259063721 110.17884635925293 511.3060998916626 46.90434730052948
leaf_count=3978 53 54 69 60 25 16 31 94 75 307 18
internal_value=0 0.000203282 0.00081637 0.00119052 0.00165746 -2.13159e-05 -0.000112936 -0.000772057 -0.00158737 0.000236421 0.0015567
internal_weight=0 1392.84 373.375 278.831 211.023 1019.47 947.862 328.316 170.123 619.546 108.24
internal_count=4780 802 207 138 85 595 579 223 129 356 49
is_linear=0
shrinkage=0.06


Tree=710
num_leaves=12
num_cat=0
split_feature=20 111 83 58 51 59 69 71 21 104 39
split_gain=0.0181301 0.0484601 0.0382091 0.0539566 0.0561616 0.0618343 0.0446999 0.0431055 0.0633877 0.0631204 0.0492095
threshold=0.0042751494329422721 0.0087224207818508166 0.023343417793512348 0.0027679565828293566 0.0079489401541650313 0.011169348377734424 0.0014881226234138014 0.025578102096915249 0.002945306478068233 0.012636432424187662 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 6 5 -5 -4 9 -9 10 -2
right_child=2 -3 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-2.3126492512442506e-05 -0.00066367879590155431 -0.0018923484602791924 0.00099104510684045171 -0.0010119985402146615 0.00066742947311340596 -0.0041459501130152758 -0.00096159425005409936 0.0014548175703505922 -0.00076851560482776447 0.0013333008176898429 0.00037465998942525907
leaf_weight=8080.367524266243 299.45432901382446 50.140906691551208 125.17193686962128 83.349597215652466 43.386755704879761 31.082210063934326 63.55553126335144 227.86126291751862 57.817781805992126 133.95889091491699 363.85295689105988
leaf_count=4013 197 29 40 67 31 28 33 84 44 56 158
internal_value=0 -3.46771e-05 0.000197018 -0.000351272 -0.00116963 -0.00186613 0.000333317 0.000372489 0.00100473 0.000145845 -9.41341e-05
internal_weight=0 8130.51 1429.49 346.546 157.819 114.432 188.727 1082.95 285.679 797.266 663.307
internal_count=4780 4042 738 199 126 95 73 539 128 411 355
is_linear=0
shrinkage=0.06


Tree=711
num_leaves=12
num_cat=0
split_feature=124 131 115 116 20 18 32 129 144 101 149
split_gain=0.0189622 0.0344158 0.084316 0.0487404 0.0837312 0.0689777 0.0475902 0.0397112 0.0389895 0.0577685 0.0337013
threshold=0.02129978779703379 0.011880517937242987 0.010829726699739696 0.0072436286136507997 0.00043393640953581786 0.00075379351619631063 0.0020932231564074759 0.00244467705488205 0.0087224207818508166 0.00040826165059115743 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 10 8 -7 -6 -10 -2
right_child=1 2 -4 -5 6 7 -8 -9 9 -11 -12
leaf_value=-3.0364605752645699e-05 0.00023546756607923953 0.0026585206088596469 2.2523239681168394e-05 -0.0014649603461249841 0.0018588126170546676 -0.00070233094036766138 -0.00087588978672974085 -0.0038183526275784776 0.0012360889421992505 -0.00082162517427212102 -0.0011456789378579157
leaf_weight=8468.8155225515366 279.39328074455261 68.089524388313293 121.56066787242889 67.808492183685303 136.27272617816925 28.955729603767395 52.361064553260803 29.972131133079529 152.0948634147644 72.436162710189819 82.239518284797668
leaf_count=4274 90 29 61 53 50 18 31 27 40 41 66
internal_value=0 0.000235369 0.00096982 8.07767e-05 0.000206655 -0.000389282 0.000813208 -0.002291 0.00105851 0.000572178 -7.88512e-05
internal_weight=0 1091.18 189.65 901.534 833.725 420.561 413.165 58.9279 360.804 224.531 361.633
internal_count=4780 506 90 416 363 201 162 45 131 81 156
is_linear=0
shrinkage=0.06


Tree=712
num_leaves=12
num_cat=0
split_feature=146 19 44 24 126 142 68 80 105 117 106
split_gain=0.0185173 0.0469732 0.0609745 0.0686889 0.0855184 0.0807837 0.0741062 0.0551237 0.107934 0.0666355 0.083392
threshold=0.0010263677686452868 0.011880517937242987 0.0010918468469753864 0.0049928687512874612 0.00047558375808876013 0.015675474889576439 0.033603202551603324 0.01884530205279589 0.00017767510871635753 0.00062670491752214741 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 -6 9 -9 -1 -11
right_child=-2 -3 3 -5 6 -7 -8 8 -10 10 -12
leaf_value=0.00066674711302441229 -3.6070061980353459e-05 0.0012751205390611764 -0.0014185925470506402 0.00078312550898418224 0.0008208093065704249 -0.0053507596236347611 -0.0016934904473242217 -0.00035404052730912396 0.0025281182196392853 -0.001136743716724927 0.00082937456375344965
leaf_weight=391.69860756397247 8058.9949923753738 131.7387330532074 121.09228086471558 112.86739122867584 118.2304310798645 22.201578617095947 65.494656920433044 82.707905292510986 107.50435137748718 230.4420804977417 117.02667474746704
leaf_count=175 4018 54 101 37 58 20 59 26 16 151 65
internal_value=0 0.000193452 8.92982e-05 -0.000492612 -0.000933025 -0.00203114 -7.59266e-05 0.000364746 0.00127537 0.000130271 -0.000474512
internal_weight=0 1501 1369.27 439.886 327.019 143.294 183.725 929.38 190.212 739.167 347.469
internal_count=4780 762 708 275 238 121 117 433 42 391 216
is_linear=0
shrinkage=0.06


Tree=713
num_leaves=12
num_cat=0
split_feature=51 92 23 118 18 19 110 60 65 105 33
split_gain=0.0192671 0.0751675 0.0504978 0.0343199 0.0341676 0.037131 0.0400493 0.0235726 0.157934 0.128541 0.19645
threshold=0.027182282879948619 0.037906534969806678 0.0025217677466571335 0.00085274505545385193 0.0081988852471113222 0.0019672545604407792 0.00085274505545385193 0.018276390619575981 0.0051502294372767219 0.017724351026117805 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 5 -4 -7 -1 9 10 -9
right_child=1 3 4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=1.2498735040386983e-05 -0.0013356996742699603 -0.0034929775795544305 0.0013237328263699364 -0.00033062761269952052 0.0024648244571571967 -0.0017526953717342793 0.00080893927769544059 -0.0024440137810891336 0.000928165538039567 0.0014328340663715333 -9.766018295636808e-06
leaf_weight=8388.1404203176498 36.632604718208313 22.201578617095947 145.15335762500763 27.751973271369934 49.218182563781738 36.632604718208313 54.581222414970398 244.13773727416992 248.21739327907562 73.920951247215271 233.4116575717926
leaf_count=4266 33 20 58 25 12 33 33 131 70 10 89
internal_value=0 0.000423129 0.00075896 -0.00174029 0.00102802 0.000727921 -0.000220638 -1.71768e-05 -0.000328414 -0.000894068 -0.00125448
internal_weight=0 372.172 322.218 49.9536 285.585 236.367 91.2138 9187.83 799.688 551.47 477.549
internal_count=4780 214 169 45 136 124 66 4566 300 230 220
is_linear=0
shrinkage=0.06


Tree=714
num_leaves=12
num_cat=0
split_feature=34 108 8 40 136 53 112 76 18 65 7
split_gain=0.0183285 0.0313461 0.0419632 0.0464767 0.0731136 0.0385221 0.0358638 0.0287063 0.0270364 0.0320337 0.0286214
threshold=0.02636832278221846 0.011169348377734424 0.0011261500185355546 0.0014427106943912806 0.00068727668258361529 0.0072436286136507997 0.00093549740267917525 0.00017767510871635753 0.00038414125447161501 0.0022272822679951791 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -3 -4 9 10 -7
right_child=1 5 3 -5 -6 8 -8 -9 -10 -11 -12
leaf_value=-2.8821281394172016e-05 0.0014970773012951345 -0.0021129919532932389 -0.0034727428712018273 0.00054753951998926095 0.00068275995631283666 -4.9524126105483629e-05 0.00030272473858110511 -0.0007253985222738788 0.00076779037344556925 0.00086706274144408705 -0.0022022481093135391
leaf_weight=8535.0595986843109 120.54426634311676 61.148018598556519 33.302367925643921 427.40848815441132 58.098814010620117 45.606913566589355 34.599801659584045 23.311657547950745 132.84881198406219 44.777866840362549 43.293078303337097
leaf_count=4269 52 47 30 191 20 33 15 21 55 8 39
internal_value=0 0.000239696 0.000485008 0.000259733 -0.000812146 -0.000209036 -0.00124063 -0.00234476 0.000161885 -0.000440387 -0.00109917
internal_weight=0 1024.94 662.666 542.121 114.713 362.274 95.7478 56.614 266.527 133.678 88.9
internal_count=4780 511 314 262 71 197 62 51 135 80 72
is_linear=0
shrinkage=0.06


Tree=715
num_leaves=12
num_cat=0
split_feature=99 67 7 63 44 61 145 102 40 99 37
split_gain=0.01838 0.048968 0.0710098 0.0498123 0.0529501 0.0540588 0.055268 0.0552652 0.0507865 0.0473646 0.0546189
threshold=0.017188700847327713 0.0014427106943912806 0.0013986918493174019 0.00042089859198313212 0.00244467705488205 0.0021592099219560628 0.00044738779251929378 0.0025217677466571335 0.011519505176693203 0.023343417793512348 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -6 -8 -5 -4 -11
right_child=1 -3 9 4 5 -7 7 -9 -10 10 -12
leaf_value=-2.9851055610891593e-05 0.00092570930141073896 -0.00049662283427552491 0.0019889451279232499 -0.0026842610229672122 0.00075742443963117243 0.00092936738837606737 -0.0026892697982014249 0.00042015722750194496 0.00010429061750352706 0.0014964665463526436 -0.00092335612576311505
leaf_weight=8471.6914222240448 167.07390403747559 254.31580245494843 144.32431089878082 56.614025473594666 56.895057678222656 141.72944343090057 59.944262266159058 31.269564867019653 40.150196313858032 75.953754305839539 60.037939667701721
leaf_count=4220 102 124 33 51 27 63 54 12 20 28 46
internal_value=0 0.000232072 0.000454312 6.03185e-05 -0.000313811 9.20404e-05 -0.000709307 -0.00162402 -0.0015283 0.00123222 0.000428264
internal_weight=0 1088.31 833.992 553.676 386.603 289.838 148.109 91.2138 96.7642 280.316 135.992
internal_count=4780 560 436 329 227 156 93 66 71 107 74
is_linear=0
shrinkage=0.06


Tree=716
num_leaves=12
num_cat=0
split_feature=26 150 121 39 69 116 29 12 125 99 24
split_gain=0.0186468 0.0569238 0.0589336 0.0666315 0.0795994 0.0529284 0.0447052 0.0608418 0.050216 0.0376396 0.0364605
threshold=0.00087947337306104611 0.0041444667149335155 0.0025217677466571335 0.0027679565828293566 0.004017772153019906 0.0019672545604407792 0.018276390619575981 0.0033348383149132137 0.0031340263085439806 0.0014881226234138014 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 6 4 9 -5 7 8 -3 -4 -2
right_child=1 2 3 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-3.0679396013157036e-05 0.00023978125429335279 -0.0031501978376098504 0.0009605463522050138 0.0027981342957988952 -0.0030465023778701657 0.00046724124133324237 0.00038191641552628671 0.00017081495993429588 -0.00032228896362903529 -0.001296445159441521 0.0012102124134346201
leaf_weight=8432.0096129179001 329.98852455615997 75.485367298126221 74.749997973442078 47.920748829841614 36.632604718208313 130.25394451618195 64.759287595748901 53.471143484115601 32.285966396331787 41.166597843170166 241.27588748931885
leaf_count=4160 176 68 35 27 33 85 26 32 21 29 88
internal_value=0 0.000229065 -0.000202682 0.000307615 -0.000612574 0.00109536 -0.00094924 -0.00148377 -0.0023041 0.000158572 0.000649787
internal_weight=0 1127.99 556.726 330.724 152.549 178.175 226.002 161.242 107.771 115.917 571.264
internal_count=4780 620 356 209 97 112 147 121 89 64 264
is_linear=0
shrinkage=0.06


Tree=717
num_leaves=12
num_cat=0
split_feature=112 47 51 99 3 45 52 113 136 125 43
split_gain=0.0220557 0.0248126 0.0291909 0.0267311 0.0219677 0.058505 0.0691278 0.139594 0.104775 0.0586728 0.0513956
threshold=0.0079489401541650313 0.024066280573606495 0.010829726699739696 0.017188700847327713 0.00244467705488205 0.0045489775948226461 0.0060143163427710542 0.00042089859198313212 0.0003614811430452392 0.0098710241727530974 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 10 -8 -9 -7 -6
right_child=1 -3 -4 -5 5 9 7 8 -10 -11 -12
leaf_value=-7.5776992750008082e-05 -0.00033795050355220292 0.0012137653704380465 0.0014817773016868911 0.0014042191199781964 -0.000114769037914146 0.00031828253156995274 -1.2885731919984553e-05 -0.0050327746432156008 -0.00095436774618720438 0.0016718476122839119 0.0006845647607667323
leaf_weight=6696.8438448905945 227.94089043140411 106.84860956668854 50.140906691551208 36.726282119750977 1007.8345638513565 593.09128105640411 200.10928964614868 42.1829993724823 49.030827760696411 143.0268771648407 406.2233110666275
leaf_count=3373 173 72 29 25 439 316 59 38 28 48 180
internal_value=0 0.000424183 0.000155891 -9.5761e-05 -1.96073e-05 0.000134459 -5.8514e-05 -0.000899961 -0.00284393 0.00058147 0.000114892
internal_weight=0 421.657 314.808 264.667 9138.34 2441.5 1705.38 291.323 91.2138 736.118 1414.06
internal_count=4780 299 227 198 4481 1108 744 125 66 364 619
is_linear=0
shrinkage=0.06


Tree=718
num_leaves=12
num_cat=0
split_feature=112 92 125 72 33 31 140 101 54 71 121
split_gain=0.0197819 0.0344819 0.0570735 0.116246 0.0741137 0.0571585 0.0854971 0.0997632 0.0893689 0.0863201 0.0892212
threshold=0.0033348383149132137 0.0034400182776153092 0.04273676127195359 0.0028552538715302949 0.00077738583786413084 0.00093549740267917525 0.0068083447404205808 0.0087224207818508166 0.0023699469165876512 0.0022975050378590827 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 9 8 -8 -7 -11
right_child=-2 -3 3 4 -6 6 7 -9 -10 10 -12
leaf_value=-0.00022583806443605444 0.00025332288073808955 0.0001109783486302736 -0.0038803943004094279 -0.0017079318184963653 0.0010459981905708985 -0.00038003068707907636 0.00095861206023768893 -0.0026502636810806267 -0.00069127410188992745 0.0017895503147851099 0.00031947265270012063
leaf_weight=3369.2862535715103 994.03117978572845 3628.9791457653046 43.386755704879761 70.216004848480225 70.309682250022888 225.07904064655304 190.94762599468231 59.944262266159058 309.81974899768829 276.06304395198822 321.9369398355484
leaf_count=1677 564 1725 31 39 31 130 75 54 174 87 193
internal_value=0 -2.94296e-05 -0.000132638 -0.00116944 -0.000330285 -9.24967e-05 0.000232159 -0.000339208 -6.20902e-05 0.000621389 0.000998311
internal_weight=0 8565.97 4936.99 183.912 140.526 4753.08 1383.79 560.712 500.767 823.079 598
internal_count=4780 4216 2491 101 70 2390 713 303 249 410 280
is_linear=0
shrinkage=0.06


Tree=719
num_leaves=12
num_cat=0
split_feature=16 115 99 102 99 133 61 96 21 136 91
split_gain=0.0185957 0.0230427 0.0491058 0.0512931 0.0230668 0.0856083 0.0939723 0.141548 0.0810445 0.0752894 0.0650675
threshold=0.012086483649909498 0.099488973617553725 0.0014881226234138014 0.0032328735105693345 0.00050559637020342063 0.0042751494329422721 0.0010263677686452868 0.018276390619575981 0.00087947337306104611 0.00017767510871635753 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 10 -7 8 -8 -10 -1
right_child=-2 2 -4 -5 -6 6 7 -9 9 -11 -12
leaf_value=-1.316981762000302e-05 0.0010582536594090984 -0.0032094314821984955 0.00032360111049550198 -0.00042817853592570234 -5.3866633304377936e-05 0.00033091265735650196 -0.0029032049682686332 0.0011075580075696864 -0.0019934210091782909 0.00010624890461994163 0.00069571849228337835
leaf_weight=845.28060305118561 59.302570343017578 41.072920441627502 93.80869460105896 56.895057678222656 6591.9343609809875 387.16461443901062 104.44109690189362 94.918773531913757 118.87212300300598 127.20473992824554 1039.1041287183762
leaf_count=430 13 37 36 27 3327 179 86 37 99 58 451
internal_value=0 -6.64551e-06 -0.000657489 -0.0015963 6.76968e-06 0.000153882 -0.000352768 -0.00094695 -0.00150346 -0.000908434 0.000377748
internal_weight=0 9500.7 191.777 97.968 9308.92 2716.99 832.601 445.437 350.518 246.077 1884.38
internal_count=4780 4767 100 64 4667 1340 459 280 243 157 881
is_linear=0
shrinkage=0.06


Tree=720
num_leaves=12
num_cat=0
split_feature=94 95 99 70 109 110 141 14 13 113 9
split_gain=0.0184724 0.0371059 0.0719329 0.0422069 0.0248332 0.0696319 0.0849306 0.144851 0.100349 0.0768789 0.130123
threshold=0.055838862434029586 0.0072436286136507997 0.0026012937305495147 0.0019071503775194289 0.016668972559273246 0.0012745757703669371 0.0030382014811038975 0.0011980500421486797 0.0011980500421486797 0.0014881226234138014 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 9 -8 -9 -6 -11
right_child=1 -3 3 -5 5 -7 7 8 -10 10 -12
leaf_value=3.0819580511705286e-05 0.0010379777062044498 0.0015684577917785363 -0.0026933562015901765 0.00020140230976139697 0.00080746635967187471 0.00016798776161216356 -0.002897708279928168 -0.00098962092999334197 0.0021412108872862945 -0.0025856513707548977 0.00038518699147047563
leaf_weight=7701.2544945478439 102.87668085098267 80.487747430801392 41.072920441627502 32.379643797874451 202.14209270477295 798.46993315219879 129.97291231155396 206.11402142047882 44.777866840362549 88.806314468383789 131.64505565166473
leaf_count=3817 28 24 37 13 77 404 109 121 8 80 62
internal_value=0 0.000501851 1.4372e-05 -0.00141874 -1.389e-05 -0.000228819 -0.000623134 -0.00127281 -0.000430216 -3.74516e-05 -0.000812211
internal_weight=0 256.817 176.329 73.4526 9303.18 1601.93 803.458 380.865 250.892 422.593 220.451
internal_count=4780 102 78 50 4678 861 457 238 129 219 142
is_linear=0
shrinkage=0.06


Tree=721
num_leaves=12
num_cat=0
split_feature=63 93 143 118 11 46 95 108 46 98 85
split_gain=0.0188884 0.0543429 0.0621537 0.0743891 0.0572001 0.100185 0.110385 0.133387 0.0992279 0.0935167 0.101369
threshold=0.00042089859198313212 0.0011261500185355546 0.016668972559273246 0.010829726699739696 0.00085274505545385193 0.0038949446752667431 0.00047558375808876013 0.0038949446752667431 0.0016846025246195497 0.00043393640953581786 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 -6 -8 -9 -7 -11
right_child=-2 2 -4 -5 5 9 7 8 -10 10 -12
leaf_value=0.00025420299896809523 -4.272047067705397e-05 0.00056198942462045104 -0.0012867195070776288 0.0026376313858844096 0.001235397394520483 -5.7878926835783167e-05 -0.0033432765108588288 -0.0017704743566125196 0.0020145328945663766 -0.0047746749677823079 -0.0011001987972847963
leaf_weight=849.7209187746048 7610.1343448162079 475.78357410430908 54.674899816513062 71.419761180877686 155.23774540424347 77.063833236694336 56.707702875137329 45.606913566589355 54.768577218055725 49.953551888465881 58.927860736846924
leaf_count=434 3743 275 25 32 59 29 43 33 17 45 45
internal_value=0 0.00016658 0.000640562 0.00083333 -4.50856e-05 -0.000555428 0.000101119 -0.00101991 0.000294715 -0.00165765 -0.00278884
internal_weight=0 1949.87 601.878 547.203 1347.99 498.266 312.321 157.083 100.375 185.945 108.881
internal_count=4780 1037 332 307 705 271 152 93 50 119 90
is_linear=0
shrinkage=0.06


Tree=722
num_leaves=12
num_cat=0
split_feature=92 14 143 59 46 121 147 24 77 141 107
split_gain=0.0186451 0.0559541 0.0774494 0.0581649 0.109461 0.0900109 0.112184 0.0704627 0.0739886 0.0686632 0.0804383
threshold=0.0034400182776153092 0.00040826165059115743 0.0011261500185355546 0.0019672545604407792 0.010829726699739696 0.0013146653072908523 0.0027679565828293566 0.0013986918493174019 0.00044738779251929378 0.0010263677686452868 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 9 7 -7 8 -6 -5 -11
right_child=1 -3 3 4 5 6 -8 -9 -10 10 -12
leaf_value=-7.0117735451279134e-05 -0.0013421785906941035 -3.1308138457309859e-05 0.0015477075551289937 -0.00035705586761926382 0.00057220607202162967 -0.0036742071798860979 0.00097308257233333091 0.00088563509048621895 -0.0034512436066837606 0.0026859422949099066 0.00071157896558108008
leaf_weight=5624.8120578527451 76.595446228981018 2942.0651202201843 199.82825744152069 99.359089255332947 32.379643797874451 56.614025473594666 27.845650672912598 149.78102815151215 33.302367925643921 118.60514068603516 198.81185591220856
leaf_count=2860 69 1470 83 41 13 51 17 46 30 26 74
internal_value=0 0.000100146 0.000489533 0.000642742 0.00039024 -0.000483765 -0.0021427 0.000167214 -0.00146993 0.00101916 0.00144993
internal_weight=0 3935.19 993.123 916.527 716.699 299.923 84.4597 215.463 65.682 416.776 317.417
internal_count=4780 1920 450 381 298 157 68 89 43 141 100
is_linear=0
shrinkage=0.06


Tree=723
num_leaves=12
num_cat=0
split_feature=77 141 37 92 115 128 95 19 60 109 46
split_gain=0.017806 0.0697619 0.073458 0.100959 0.0790863 0.0728295 0.063827 0.0633707 0.0604205 0.0559559 0.0691006
threshold=0.00017767510871635753 0.00017767510871635753 0.00050559637020342063 0.0034400182776153092 0.00055427959887310873 0.0010918468469753864 0.0019071503775194289 0.00017767510871635753 0.00062670491752214741 0.024810968898236755 0.21471316367387774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 7 9 -5 -4 -1 10 -3
right_child=-2 2 3 6 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00021264484656783458 -3.4001077268862189e-05 8.7618041600053115e-05 5.2883607565020363e-05 -0.00027458030892406901 5.7548965560855776e-05 0.0025893175889861648 0.0020531056548169098 -0.0031840267151783054 -0.0024473643136699022 0.0015884865727208109 0.002700062049782953
leaf_weight=201.11164128780365 8156.3353284597397 513.71361255645752 30.065808534622192 92.511260867118835 98.061655521392822 69.199603319168091 78.173912167549133 78.815604090690613 55.503946542739868 147.37351548671722 39.133794784545898
leaf_count=165 3944 293 19 51 56 30 30 71 50 60 11
internal_value=0 0.000197349 0.000397422 -0.000287904 -0.00117862 0.00073377 0.000792079 -0.00229098 -0.000696762 0.000550052 0.000272997
internal_weight=0 1403.66 1147.05 377.628 206.943 769.421 170.685 108.881 256.616 700.221 552.847
internal_count=4780 836 621 227 146 394 81 90 215 364 304
is_linear=0
shrinkage=0.06


Tree=724
num_leaves=12
num_cat=0
split_feature=112 81 80 67 91 54 127 82 3 145 101
split_gain=0.0173965 0.0346861 0.0237007 0.0212208 0.0846549 0.0417815 0.0712127 0.0437738 0.0443697 0.0351712 0.0958215
threshold=0.0079489401541650313 0.0063990866765379914 0.029773407615721229 0.0044099434744566688 0.0038949446752667431 0.00073092587990686308 0.00099512818269431613 0.00047558375808876013 0.0070226341485977182 0.00044738779251929378 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 5 6 -5 8 -7 10 -1
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.00020774086984498658 0.00087491945086703386 -0.00054472507551459081 -0.00084204320773325443 -0.0001862471782850287 0.0016253700638406672 0.0018132764218441457 -0.0030547587131104807 -0.00031363691227768656 0.0001404057720315254 -0.0001023376174472916 0.00076827265050404545
leaf_weight=824.37645816802979 280.48930978775024 108.97509002685547 32.192288994789124 176.42292249202728 138.68023884296417 104.08043718338013 37.74268364906311 201.67370569705963 126.28201580047607 6883.4307826757431 645.65375030040741
leaf_count=395 188 82 29 70 36 21 34 117 41 3533 234
internal_value=0 0.000376723 0.000697936 -1.7415e-05 0.000280849 -7.90366e-06 -0.000692958 0.000331768 0.000896687 -4.54425e-05 0.000220958
internal_weight=0 421.657 312.682 9138.34 784.882 646.202 214.166 432.036 230.362 8353.46 1470.03
internal_count=4780 299 217 4481 319 283 104 179 62 4162 629
is_linear=0
shrinkage=0.06


Tree=725
num_leaves=12
num_cat=0
split_feature=146 69 43 81 43 0 76 1 1 122 118
split_gain=0.0174086 0.0307205 0.041923 0.0552079 0.0809412 0.0457821 0.057865 0.0412136 0.0413034 0.0417991 0.081036
threshold=0.0010263677686452868 0.019431582652032379 0.00099512818269431613 0.0025217677466571335 0.0017376682371832433 0.00017767510871635753 0.0003614811430452392 0.091400381177663817 0.0098710241727530974 0.00017767510871635753 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 -6 -7 8 9 -1 -11
right_child=-2 -3 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=0.00046020245372208144 -3.4968771331345713e-05 0.0014639102640094282 -0.0026145373015277525 -0.0025277019002896083 0.00090381550889949641 -0.0027339340682109607 0.00013558794398184102 0.001745078566646391 -0.0015633375251642141 -0.0023927773944615442 0.00064072843112339699
leaf_weight=831.2242865562439 8058.9949923753738 64.852964997291565 42.1829993724823 39.962841510772705 152.64287793636322 34.412446856498718 94.73141872882843 68.183201789855957 44.496834635734558 56.801380276679993 71.513438582420349
leaf_count=385 4018 18 38 36 89 31 53 21 32 35 24
internal_value=0 0.000187577 0.000129843 -0.000426508 -0.000166618 0.000200629 -0.000630566 0.000318701 0.000221673 0.000304604 -0.000702937
internal_weight=0 1501 1436.15 363.933 323.97 281.787 129.144 1072.22 1004.04 959.539 128.315
internal_count=4780 762 744 247 211 173 84 497 476 444 59
is_linear=0
shrinkage=0.06


Tree=726
num_leaves=12
num_cat=0
split_feature=51 92 20 78 45 135 45 60 5 108 86
split_gain=0.0172613 0.0656463 0.0424391 0.0373316 0.0350883 0.0385243 0.0319813 0.0205977 0.110681 0.220421 0.168893
threshold=0.027182282879948619 0.037906534969806678 0.00038414125447161501 0.0031340263085439806 0.0066005610860884198 0.0020932231564074759 0.0019672545604407792 0.018276390619575981 0.0014881226234138014 0.0038949446752667431 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 5 -2 -3 -1 9 10 -9
right_child=1 6 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=1.1483314035442549e-05 -0.0024536230959148332 -0.0029753525622883492 0.0025210451830981338 0.00072062888749595971 0.00083378188966974783 0.00059491356218589373 7.7098353936842331e-05 -0.0032176437174603928 0.00034864624015200075 -0.004037775128010939 0.00036352266683642789
leaf_weight=8388.1404203176498 35.522525787353516 27.751973271369934 59.208892941474915 138.21185183525085 63.649208664894104 25.625492811203003 22.201578617095947 59.021538138389587 429.17430889606476 72.248807907104492 239.24308443069458
leaf_count=4266 32 25 21 76 25 15 20 37 136 57 70
internal_value=0 0.000400501 0.000714341 0.0012616 -0.0001517 -0.00117718 -0.00162126 -1.62565e-05 -0.000307192 -0.00106675 -0.000345971
internal_weight=0 372.172 322.218 197.421 124.797 61.148 49.9536 9187.83 799.688 370.513 298.265
internal_count=4780 214 169 97 72 47 45 4566 300 164 107
is_linear=0
shrinkage=0.06


Tree=727
num_leaves=12
num_cat=0
split_feature=100 94 100 144 109 58 150 131 63 94 58
split_gain=0.0175992 0.0339197 0.0296609 0.0592951 0.0697885 0.0594115 0.0399163 0.0385511 0.0292791 0.0281328 0.0269042
threshold=0.034632634371519096 0.0098710241727530974 0.020035739988088611 0.00070876078098081063 0.011519505176693203 0.0070226341485977182 0.0032328735105693345 0.0013146653072908523 0.0011615398107096555 0.0012745757703669371 0.044033329933881767
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 10 4 6 7 -4 -5 9 -2 -1
right_child=1 -3 3 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-1.5355917412974572e-05 0.00040287833135806551 -0.0013244668808840127 -0.0047010443796419617 0.0022293762574729548 -0.0001796757939977935 -0.0014246040041198463 -0.0017624934082054906 -5.7903242052635528e-05 0.0009131838827550826 -0.0019407208755338309 0.00054872771705076365
leaf_weight=8530.4459780454636 54.487545013427734 36.726282119750977 22.201578617095947 53.658498287200928 97.967978119850159 48.937150359153748 66.604735851287842 52.361064553260803 253.29940092563629 27.751973271369934 315.55749845504761
leaf_count=4184 41 25 20 16 64 36 60 31 115 25 163
internal_value=0 0.000404346 -1.64196e-05 -0.000564829 -0.00128443 0.000302804 -0.00250159 0.00110074 0.000593911 -0.000389373 4.77223e-06
internal_weight=0 372.265 9187.73 341.731 186.774 154.957 88.8063 106.02 335.539 82.2395 8846
internal_count=4780 206 4574 227 144 83 80 47 181 66 4347
is_linear=0
shrinkage=0.06


Tree=728
num_leaves=12
num_cat=0
split_feature=20 111 66 52 65 144 62 142 139 99 43
split_gain=0.017693 0.0411937 0.0337642 0.11148 0.124795 0.0848914 0.0657083 0.0897467 0.0783322 0.0925138 0.0444144
threshold=0.0042751494329422721 0.0087224207818508166 0.00057154725072905432 0.020658296532928947 0.0051502294372767219 0.016668972559273246 0.0016331639490090313 0.021960759535431865 0.00043393640953581786 0.017188700847327713 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 -4 -6
right_child=-2 -3 3 -5 10 -7 -8 -9 -10 -11 -12
leaf_value=1.4472554565779425e-05 0.00019462527101474607 -0.0017470035738010035 -0.0016374933046902325 0.0023672328552925646 -0.00075712867351048711 0.00092409675688438471 -0.00050066281426617502 -0.0052147478990693993 -0.0036512958117055887 0.0019503123365281463 0.0014750782787832366
leaf_weight=7369.8889087438583 1429.4912526607513 50.140906691551208 147.82785260677338 48.108103632926941 44.590512037277222 65.869366526603699 179.00374007225037 27.751973271369934 52.173709750175476 31.269564867019653 113.88379275798798
leaf_count=3567 738 29 117 11 24 27 137 25 47 12 46
internal_value=0 -3.42603e-05 -2.36107e-05 -0.0004186 -0.000621263 -0.00108308 -0.00138505 -0.0019958 -0.00160745 -0.00101034 0.000846912
internal_weight=0 8130.51 8080.37 710.479 662.371 503.896 438.027 259.023 231.271 179.097 158.474
internal_count=4780 4042 4013 446 435 365 338 201 176 129 70
is_linear=0
shrinkage=0.06


Tree=729
num_leaves=12
num_cat=0
split_feature=124 133 20 3 125 54 95 143 39 49 105
split_gain=0.0181067 0.0393221 0.0500415 0.0592102 0.0748314 0.0570425 0.0691511 0.0519421 0.0876832 0.0477745 0.0421695
threshold=0.02129978779703379 0.010829726699739696 0.00043393640953581786 0.0060143163427710542 0.0031340263085439806 0.0017376682371832433 0.0042751494329422721 0.0079489401541650313 0.0021592099219560628 0.0017376682371832433 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 10 6 7 8 -2 -7 -4
right_child=1 -3 3 -5 -6 9 -8 -9 -10 -11 -12
leaf_value=-2.9676743634243496e-05 -0.0028912286202983977 -0.0011097909309436503 -0.0005775749186058913 0.00010025928096202368 0.002381037840368127 -0.0013551636755160946 0.0020812968694601287 0.00071677692800990744 0.00088603720819726 0.00072803391943622789 0.0016264204485654582
leaf_weight=8468.8155225515366 48.937150359153748 73.452564239501953 74.56264317035675 262.27370977401733 131.83241045475006 161.33615458011627 70.497037053108215 121.93537747859955 40.243873715400696 52.454741954803467 53.658498287200928
leaf_count=4274 36 50 51 115 46 113 15 29 12 23 16
internal_value=0 0.000229993 0.000326788 0.00073647 0.00137783 -0.000105219 0.00045569 -8.78686e-05 -0.00118761 -0.000843939 0.000345311
internal_weight=0 1091.18 1017.73 522.327 260.054 495.404 281.613 211.116 89.181 213.791 128.221
internal_count=4780 506 456 228 113 228 92 77 48 136 67
is_linear=0
shrinkage=0.06


Tree=730
num_leaves=12
num_cat=0
split_feature=99 141 96 36 51 72 69 105 82 45 65
split_gain=0.0168373 0.0865328 0.0665481 0.0514284 0.0431168 0.0613664 0.0431837 0.0365647 0.0300549 0.0318964 0.0293761
threshold=0.017188700847327713 0.0016331639490090313 0.0033348383149132137 0.001792412775103003 0.0018488886416889729 0.0095705352723598498 0.00017767510871635753 0.0025217677466571335 0.00096484774257987748 0.0016846025246195497 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 6 7 -3 -6 -4 -10 -11
right_child=1 2 8 -5 5 -7 -8 -9 9 10 -12
leaf_value=-2.8572610318192604e-05 0.001347717531288256 0.00027432733844439414 0.0012736417994505241 -0.00026369646691951277 -0.0015384136258675693 0.00013467073189939071 -0.0016372097227965623 -0.0040024786907212114 -0.0014828184855223566 -0.0008474673700754208 0.00083282648510917218
leaf_weight=8471.6914222240448 287.80552518367767 168.55869257450104 106.20691764354706 94.73141872882843 58.927860736846924 51.157308220863342 56.801380276679993 34.412446856498718 40.056518912315369 51.250985622406006 138.39920663833618
leaf_count=4220 138 71 31 53 45 38 35 31 28 30 60
internal_value=0 0.000222118 -0.000171779 0.000948702 -0.000726931 -0.00153558 -0.000207983 -0.00245017 0.000439505 5.34479e-05 0.000378537
internal_weight=0 1088.31 705.771 382.537 369.858 144.498 225.36 93.3403 335.914 229.707 189.65
internal_count=4780 560 369 191 220 114 106 76 149 118 90
is_linear=0
shrinkage=0.06


Tree=731
num_leaves=12
num_cat=0
split_feature=107 119 128 74 76 52 127 51 32 51 39
split_gain=0.0172423 0.0334748 0.0196271 0.0783773 0.0795367 0.162187 0.0690045 0.0530909 0.104397 0.135024 0.0989408
threshold=0.048151826485991485 0.00087947337306104611 0.00060774214216507982 0.00017767510871635753 0.0010263677686452868 0.012636432424187662 0.0005893622583243997 0.0044099434744566688 0.00087947337306104611 0.0058306583669036635 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -6 -1 9 -9 -10
right_child=1 -3 -4 -5 5 -7 -8 8 10 -11 -12
leaf_value=-0.00013689829922100446 -0.00030588123789375356 0.0014879876373765637 5.7280077089811728e-05 -0.002620959064399258 3.7773540993721391e-05 -0.0053304676287690691 -0.001795653892854591 -0.0037324550035969161 0.0019870057912991252 4.2657778109306861e-05 0.00025578162267890655
leaf_weight=2343.8777816295624 71.138728976249695 78.909281492233276 5856.8607040643692 44.496834635734558 224.79800844192505 27.751973271369934 109.9914915561676 38.852762579917908 203.43952643871307 274.20354580879211 285.67904472351074
leaf_count=1206 56 63 2778 32 154 25 91 35 62 150 128
internal_value=0 0.000637866 -1.02123e-05 -0.000121464 -8.96911e-05 -0.000931099 -0.000564936 7.29666e-06 0.000428585 -0.000426906 0.00097611
internal_weight=0 150.048 9409.95 3553.09 3508.59 362.541 334.789 3146.05 802.175 313.056 489.119
internal_count=4780 119 4661 1883 1851 270 245 1581 375 185 190
is_linear=0
shrinkage=0.06


Tree=732
num_leaves=12
num_cat=0
split_feature=43 149 45 94 118 11 86 109 136 83 45
split_gain=0.018261 0.0744352 0.0547491 0.0864933 0.0443159 0.0429383 0.0719582 0.0649688 0.0649162 0.0507846 0.0451003
threshold=0.024810968898236755 0.028020657598972324 0.017188700847327713 0.0042751494329422721 0.00075379351619631063 0.0054799309000372895 0.00037263428384903824 0.0013146653072908523 0.00057154725072905432 0.057509137317538268 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -2 -8 -9 -7
right_child=4 2 -4 -5 -6 10 8 9 -10 -11 -12
leaf_value=1.4599700293183158e-06 0.0018866570830644879 -0.00086019962565402617 0.0011623905499637077 -0.0043734793959025594 -0.00083793399382829376 -0.0014866315197685997 0.00054340877704598496 -0.0010829386571223573 0.00310007141939751 0.001570615729466147 0.00084145823502669451
leaf_weight=8845.0807523727417 58.005136609077454 86.679834008216858 25.625492811203003 35.522525787353516 96.857899188995361 64.478255391120911 65.775689125061035 114.33812987804413 78.36126697063446 33.489722728729248 55.784978747367859
leaf_count=4330 28 70 15 32 63 50 35 103 14 14 26
internal_value=0 -2.08635e-05 -0.00135566 -0.0018842 0.000330155 0.000570883 0.000906917 0.000186719 0.00193455 -0.000481133 -0.000406928
internal_weight=0 8992.91 147.828 122.202 567.091 470.233 349.97 205.833 144.137 147.828 120.263
internal_count=4780 4447 117 102 333 270 194 145 49 117 76
is_linear=0
shrinkage=0.06


Tree=733
num_leaves=12
num_cat=0
split_feature=98 11 11 82 1 72 103 107 26 37 135
split_gain=0.019773 0.0352111 0.066545 0.0459032 0.0410253 0.0326195 0.0350357 0.033865 0.0226426 0.0473852 0.0590016
threshold=0.049604203552007682 0.027182282879948619 0.0062037324532866487 0.0034400182776153092 0.016164712607860569 0.0033348383149132137 0.0013986918493174019 0.0051502294372767219 0.0014881226234138014 0.0063990866765379914 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 5 6 7 -2 -1 10 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-5.0970614551935729e-05 -0.0014483782132466859 0.0016099022077476054 -0.0029342165452788302 -0.00028586378751917105 -0.00085239801727525954 0.0011512938257935165 0.0012641651172487468 0.00032129637331183901 0.0011618072167522728 0.0020895387128500521 -0.00020578728781034617
leaf_weight=8223.1133692264557 61.054341197013855 67.166800260543823 36.632604718208313 65.775689125061035 76.970155835151672 230.08142077922821 71.326083779335022 107.03596436977386 156.34782433509827 50.234584093093872 414.26084589958191
leaf_count=4085 55 12 33 35 37 86 40 56 60 21 260
internal_value=0 0.0003032 0.000167712 -0.00123515 0.000430787 0.00064129 0.000150896 -0.00032197 -2.45899e-05 0.000324777 0.000169074
internal_weight=0 716.043 648.876 102.408 546.468 469.498 239.416 168.09 8843.96 620.843 570.609
internal_count=4780 354 342 68 274 237 151 111 4426 341 320
is_linear=0
shrinkage=0.06


Tree=734
num_leaves=12
num_cat=0
split_feature=98 140 106 17 60 59 36 140 81 81 101
split_gain=0.01747 0.0326969 0.0428064 0.0597654 0.0554542 0.0323614 0.027833 0.0381981 0.0302941 0.0390441 0.0244412
threshold=0.049604203552007682 0.013860232196748258 0.0098710241727530974 0.0012357163941487672 0.00055427959887310873 0.0014427106943912806 0.00068727668258361529 0.021960759535431865 0.0044099434744566688 0.0013146653072908523 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 -2 -6 7 -3 9 -9 -1
right_child=1 6 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=1.7282057637232733e-05 0.00063448884429983903 -0.0013976267785525043 0.0020067630383478648 0.0012467409559564471 -0.00054320635371416285 -0.0030533369552823023 -0.0013352563969236827 0.00054181651938873989 0.0011142664162608522 -0.001738987226778002 -0.0002694039763530946
leaf_weight=7597.9094266891479 82.333195686340332 50.047229290008545 70.309682250022888 144.1369560956955 43.386755704879761 32.192288994789124 57.91145920753479 78.173912167549133 116.38498282432556 41.166597843170166 1246.0471968650818
leaf_count=3829 58 37 31 49 31 29 36 30 24 29 597
internal_value=0 0.000284998 0.000674445 0.000363753 -0.000442488 -0.001615 -0.000137016 0.000106188 0.000425922 -0.000245746 -2.31124e-05
internal_weight=0 716.043 372.359 302.049 157.912 75.579 343.684 285.773 235.725 119.341 8843.96
internal_count=4780 354 198 167 118 60 156 120 83 59 4426
is_linear=0
shrinkage=0.06


Tree=735
num_leaves=12
num_cat=0
split_feature=122 104 143 91 20 142 72 71 15 127 83
split_gain=0.0174413 0.068404 0.0602636 0.102203 0.0461917 0.0341369 0.0214258 0.0209835 0.0714324 0.0796003 0.0879316
threshold=0.0060143163427710542 0.0079489401541650313 0.0056525857653468856 0.00017767510871635753 0.0011615398107096555 0.013439828064292671 0.0042751494329422721 0.025578102096915249 0.00017767510871635753 0.00077738583786413084 0.045367386192083366
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 -4 -5 -3 -2 -1 -9 -10 -11
right_child=1 5 3 4 -6 -7 -8 8 9 10 -12
leaf_value=-7.0492248646854925e-05 0.001156058039285186 0.00046954822021173461 0.00092933727502913317 -0.0037248967703641506 -0.00066920167387313114 0.0022492110552600293 -0.00027881181943931383 -0.0019634936354093733 0.00046245873611093264 -0.00010021856686356596 -0.002426748764735441
leaf_weight=6831.4584776163101 96.028852462768555 75.860076904296875 50.328261494636536 46.623315095901489 28.862052202224731 79.471345901489258 61.335373401641846 56.614025473594666 1425.3319691419601 744.7177574634552 63.368176460266113
leaf_count=3373 38 36 13 42 26 15 31 51 710 396 49
internal_value=0 0.000369543 -0.000185523 -0.00116394 -0.00255897 0.00138093 0.000596971 -1.7803e-05 0.000139372 0.000192762 -0.000282937
internal_weight=0 438.509 283.178 125.814 75.4854 155.331 157.364 9121.49 2290.03 2233.42 808.086
internal_count=4780 201 150 81 68 51 69 4579 1206 1155 445
is_linear=0
shrinkage=0.06


Tree=736
num_leaves=12
num_cat=0
split_feature=10 107 98 85 131 34 24 92 50 123 108
split_gain=0.0173647 0.0810996 0.0793714 0.0730839 0.0553892 0.0468612 0.0904203 0.0580183 0.047459 0.0446708 0.0388118
threshold=0.037906534969806678 0.0031340263085439806 0.0026833302108570938 0.0016331639490090313 0.00040826165059115743 0.0079489401541650313 0.00060774214216507982 0.0049928687512874612 0.012636432424187662 0.0012745757703669371 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -3 10 9 -7 -8
right_child=1 5 -4 -5 -6 8 7 -9 -10 -11 -12
leaf_value=-2.2996416655625883e-05 -0.0026819627671114876 0.00056483511755022094 0.0028141525065288214 0.0016114818045481216 0.00051711245114100142 -0.00053350404180039536 -0.0052180960737861952 -0.00052421072602002686 0.0017749827751002019 0.0015417936920967274 -0.0020142938417813589
leaf_weight=8846.6451684236526 34.412446856498718 80.206715226173401 73.733596444129944 91.682214140892029 44.684189438819885 180.11381900310516 24.421736478805542 44.590512037277222 61.429050803184509 46.998024702072144 31.082210063934326
leaf_count=4388 31 48 26 26 16 138 22 24 23 10 28
internal_value=0 0.000284715 0.00117035 0.000459406 -0.000876333 -0.000177315 -0.000935881 -0.00213778 0.000296852 -0.000103557 -0.00343082
internal_weight=0 713.355 244.512 170.779 79.0966 468.842 180.301 100.094 288.541 227.112 55.5039
internal_count=4780 392 99 73 47 293 122 74 171 148 50
is_linear=0
shrinkage=0.06


Tree=737
num_leaves=12
num_cat=0
split_feature=112 106 51 14 53 80 29 117 113 125 140
split_gain=0.0167726 0.0261662 0.0319297 0.0480143 0.0302883 0.0356217 0.0230405 0.0295447 0.0343379 0.0229631 0.0919108
threshold=0.0033348383149132137 0.000490355829242617 0.010829726699739696 0.0038949446752667431 0.0095705352723598498 0.0054799309000372895 0.018276390619575981 0.0056525857653468856 0.0030382014811038975 0.0041444667149335155 0.05109804309904576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 4 -4 5 6 7 -3 -9 -1 -11
right_child=1 2 3 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-9.7939776239019106e-05 -0.0012060463783810022 -0.00097270895452092527 0.00037551982523726404 0.0026616467129016654 0.00056158948401563045 -0.0015117134791876468 0.0010984152482171256 0.00089276738525823638 -0.00065415175727958632 3.7790668767850081e-05 0.0016919068372567736
leaf_weight=5635.8191697597504 43.386755704879761 108.88141262531281 105.92588543891907 48.014426231384277 352.28378057479858 62.351774930953979 61.335373401641846 122.85810160636902 88.993669271469116 2803.8673182725906 126.28201580047607
leaf_count=2878 31 90 55 19 188 40 31 46 64 1297 41
internal_value=0 0.000233253 0.000299061 0.00108983 0.000146149 -0.000183215 3.39289e-05 -0.000169917 0.000242943 -2.71058e-05 0.000109134
internal_weight=0 994.031 950.644 153.94 796.704 444.42 382.069 320.733 211.852 8565.97 2930.15
internal_count=4780 564 533 74 459 271 231 200 110 4216 1338
is_linear=0
shrinkage=0.06


Tree=738
num_leaves=12
num_cat=0
split_feature=146 71 39 7 60 46 89 19 44 83 21
split_gain=0.0180939 0.0370593 0.0786263 0.066443 0.083112 0.0552538 0.0506728 0.0347078 0.0470521 0.0607124 0.0779224
threshold=0.0010263677686452868 0.00017767510871635753 0.00017767510871635753 0.0033348383149132137 0.00055427959887310873 0.0038949446752667431 0.00038414125447161501 0.011880517937242987 0.0010918468469753864 0.023343417793512348 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -4 -5 -2 8 -1 -10 -11
right_child=1 -3 3 5 -6 -7 -8 -9 9 10 -12
leaf_value=0.00034366469386081319 -0.0041945812478576105 -7.5409849359269577e-06 -0.0011273292487799849 -0.0025094001647970191 0.0014552522902071545 0.00021401744566554485 -0.00088654409095879775 0.0011210174267860665 0.00010944591271833203 -0.0034138032599262168 -0.00048027349048993288
leaf_weight=929.37961947917938 32.192288994789124 7691.9054760932922 72.436162710189819 64.571932792663574 117.49506175518036 45.794268369674683 34.599801659584045 131.7387330532074 285.30433511734009 46.623315095901489 107.95868849754333
leaf_count=433 29 3849 41 42 25 17 15 54 160 42 73
internal_value=0 -3.56526e-05 -0.000624535 -0.000210079 0.00047023 -0.0013802 -0.00248483 0.000191231 0.000101699 -0.00040948 -0.00136669
internal_weight=0 8058.99 367.09 300.297 189.931 110.366 66.7921 1501 1369.27 439.886 154.582
internal_count=4780 4018 169 125 66 59 44 762 708 275 115
is_linear=0
shrinkage=0.06


Tree=739
num_leaves=12
num_cat=0
split_feature=8 5 44 42 53 59 24 53 71 15 4
split_gain=0.0169426 0.0289177 0.0414964 0.0185878 0.09607 0.0886637 0.102565 0.0932888 0.0874442 0.151252 0.181294
threshold=0.033603202551603324 0.00038414125447161501 0.011519505176693203 0.00093549740267917525 0.0063990866765379914 0.023343417793512348 0.0011980500421486797 0.01884530205279589 0.0022975050378590827 0.0027679565828293566 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 8 6 -6 -7 -1 10 -10
right_child=1 2 -4 -5 5 7 -8 -9 9 -11 -12
leaf_value=8.8520732664218031e-05 0.00097287958415468757 -0.0012898265477473355 0.0011395981529269473 4.4151689449861519e-05 0.0021898074506794631 -0.0028496616316693365 0.00021656315241820265 0.00045868373700033325 -0.00080764237270612737 -0.0021014599841724258 0.00096481935966245044
leaf_weight=1128.2992026805878 162.17925119400024 62.351774930953979 42.464031577110291 6353.0378863811493 165.50948798656464 47.920748829841614 221.93615865707397 84.928063154220581 799.2989798784256 211.47706127166748 280.59703707695007
leaf_count=402 41 40 14 3419 44 27 111 28 429 142 83
internal_value=0 0.000471114 -0.000305446 -1.35738e-05 -0.000138311 0.000601267 0.00105984 -0.000735937 -0.000297359 -0.00063449 -0.000347044
internal_weight=0 266.995 104.816 9293 2939.97 520.294 387.446 132.849 2419.67 1291.37 1079.9
internal_count=4780 95 54 4685 1266 210 155 55 1056 654 512
is_linear=0
shrinkage=0.06


Tree=740
num_leaves=12
num_cat=0
split_feature=122 67 12 72 39 88 39 94 47 128 96
split_gain=0.0159213 0.06362 0.0566553 0.116424 0.0426011 0.0350128 0.0241078 0.0238091 0.0268606 0.020242 0.0741963
threshold=0.0060143163427710542 0.0016331639490090313 0.0053125319536775359 0.0042751494329422721 0.0031340263085439806 0.00080172589514404546 0.00052132029668428015 0.055838862434029586 0.00096484774257987748 0.0026012937305495147 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 6 -3 -2 9 -9 -1 -11
right_child=1 5 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-9.9122647037284189e-05 0.00095890632204093205 0.00026713851578248057 0.0015588232766030011 -0.0025305120860546009 0.0017778222102151019 -0.002467935082089181 -0.0010319717036743692 -0.00035571460868409941 0.00098970714069113608 0.00018215756686760086 -0.00086571288436829521
leaf_weight=5801.9562997817993 40.150196313858032 29.049407005310059 150.98478448390961 48.843472957611084 81.597826361656189 39.962841510772705 47.920748829841614 78.08023476600647 168.74604737758636 2806.4621857404709 266.24563848972321
leaf_count=3060 20 10 39 44 25 36 27 38 55 1267 159
internal_value=0 0.000353073 0.000665446 4.77204e-05 0.000790984 -0.00131794 -0.000124303 -1.70101e-05 0.000564129 -3.31792e-05 9.13359e-05
internal_weight=0 438.509 369.497 218.512 169.669 69.0122 88.0709 9121.49 246.826 8874.66 3072.71
internal_count=4780 201 155 116 72 46 47 4579 93 4486 1426
is_linear=0
shrinkage=0.06


Tree=741
num_leaves=12
num_cat=0
split_feature=75 37 135 13 77 16 77 78 97 27 115
split_gain=0.0163477 0.0508695 0.051851 0.0620621 0.0440928 0.0363253 0.0467192 0.0721423 0.0332627 0.0651553 0.0661787
threshold=0.023343417793512348 0.0027679565828293566 0.00017767510871635753 0.0005893622583243997 0.007706565549597145 0.005485186818987132 0.020035739988088611 0.014293605927377941 0.0016846025246195497 0.0010585968848317864 0.031632266007363803
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -3 6 -5 -8 -1 10 -10
right_child=1 4 -4 5 -6 -7 7 -9 9 -11 -12
leaf_value=3.572563436458323e-05 0.0017972119919468397 5.1923393678720696e-05 -0.00069218559636315916 0.0004793913931680378 -0.0027098007734014684 0.0014657472258208654 0.00061946782261723221 -0.0029263842664596527 -0.0017361921715596314 -8.5764278031562875e-05 4.893638700640308e-05
leaf_weight=7079.2871114015579 139.79031777381897 50.047229290008545 114.61916208267212 215.65039467811584 35.522525787353516 78.36126697063446 40.243873715400696 42.276676774024963 191.3082857131958 1450.222092628479 122.67074680328369
leaf_count=3572 37 37 79 73 32 14 12 30 140 692 62
internal_value=0 0.000275594 0.000461808 0.000718069 -0.00109637 0.000317059 1.47858e-05 -0.00119848 -2.23647e-05 -0.000255455 -0.00103895
internal_weight=0 716.511 630.942 516.323 85.5698 376.532 298.171 82.5206 8843.49 1764.2 313.979
internal_count=4780 314 245 166 69 129 115 42 4466 894 202
is_linear=0
shrinkage=0.06


Tree=742
num_leaves=12
num_cat=0
split_feature=100 65 100 106 42 124 31 20 68 125 145
split_gain=0.0166653 0.0284647 0.042998 0.0439077 0.0258493 0.0193266 0.0445765 0.0431776 0.0402251 0.0363 0.0671182
threshold=0.034632634371519096 0.0011261500185355546 0.060991313308477409 0.004017772153019906 0.004017772153019906 0.02129978779703379 0.039062514901161201 0.00043393640953581786 0.0017376682371832433 0.00017767510871635753 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 9 7 8 -7 10 -1
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00030443253226085094 0.0016606804067208502 -0.00093508340653404944 -0.0022185781032331353 0.00037717501358305199 0.00021823737331213498 0.0001351585523580516 0.001908100454406314 0.00051852236971153449 -0.00098216261840553508 -0.00010946389510694281 0.00051466130444193263
leaf_weight=569.49859130382538 127.48577213287354 50.140906691551208 31.082210063934326 94.637741327285767 68.9185711145401 328.51778590679169 53.564820885658264 519.91974902153015 179.19109487533569 6557.7092689275742 979.33317136764526
leaf_count=319 34 29 28 61 54 110 24 242 121 3280 478
internal_value=0 0.000393471 0.000600495 -0.000265836 0.00115489 -1.59786e-05 0.000222291 0.000134242 -0.000259305 -4.77598e-05 0.000213484
internal_weight=0 372.265 322.124 125.72 196.404 9187.73 1081.19 1027.63 507.709 8106.54 1548.83
internal_count=4780 206 177 89 88 4574 497 473 231 4077 797
is_linear=0
shrinkage=0.06


Tree=743
num_leaves=12
num_cat=0
split_feature=62 34 124 148 61 129 138 57 77 134 75
split_gain=0.0172167 0.0487482 0.0431649 0.0699341 0.0726615 0.0678838 0.0655075 0.0582919 0.0546413 0.05516 0.0869684
threshold=0.0011980500421486797 0.0018488886416889729 0.002945306478068233 0.00244467705488205 0.0016846025246195497 0.00066645268816500913 0.00044738779251929378 0.0013560238294303419 0.00057154725072905432 0.00038414125447161501 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 -5 10 -10
right_child=1 2 -4 5 -6 6 -8 -9 9 -11 -12
leaf_value=-3.5483227678916226e-05 0.0012711295021792888 -0.0032657173720956056 0.00056212715542803041 -0.00053791285817816892 -3.2585787311158888e-05 -0.001916809956624404 -9.0932513936479328e-05 0.0023688126918387825 0.0028418623826560203 -0.00057519022427993908 0.00030827970973697243
leaf_weight=8007.477024435997 135.16264724731445 49.953551888465881 452.84662616252899 192.4183646440506 50.047229290008545 101.11086010932922 234.97607362270355 51.344663023948669 79.471345901489258 79.096636295318604 126.09466099739075
leaf_count=3915 49 45 222 141 37 83 147 22 15 47 57
internal_value=0 0.000182828 7.89626e-05 -0.000147922 -0.00164929 2.59163e-05 -0.00064065 0.000449904 0.000242933 0.00077075 0.00128866
internal_weight=0 1552.52 1417.36 964.513 100.001 864.513 336.087 528.426 477.081 284.663 205.566
internal_count=4780 865 816 594 82 512 230 282 260 119 72
is_linear=0
shrinkage=0.06


Tree=744
num_leaves=12
num_cat=0
split_feature=93 4 34 110 81 34 131 75 14 95 42
split_gain=0.0162152 0.0443976 0.0496336 0.0522838 0.0426815 0.0387421 0.0382481 0.0382432 0.0840535 0.0527713 0.0346412
threshold=0.010829726699739696 0.00039601318712811922 0.015200819820165636 0.00039601318712811922 0.013860232196748258 0.0041444667149335155 0.001792412775103003 0.00017767510871635753 0.00047558375808876013 0.0012745757703669371 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 6 10 -6 -3 9 -9 -2 -5
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=-3.229686622292455e-05 0.00060659782948053391 -0.0028589006817286424 0.00066820875196824179 0.0004817925136404315 -5.06487428062223e-05 -0.0021738104679228875 -0.00023623962365893945 0.0027184015997964652 0.00036796338009811923 -0.0021754383380376678 -0.00053582156324384546
leaf_weight=8167.1550855636597 102.22093904018402 45.513236165046692 277.72113740444183 354.59761583805084 62.63280713558197 61.054341197013855 35.709880590438843 84.928063154220581 154.03398907184601 32.192288994789124 182.24029946327209
leaf_count=3978 84 41 137 182 16 55 16 28 66 29 148
internal_value=0 0.000189187 -1.58375e-05 -0.00027201 -9.5253e-05 -0.00109959 -0.00170755 0.000748842 0.00120411 -6.08284e-05 0.000136308
internal_weight=0 1392.84 1019.47 741.748 660.525 123.687 81.2231 373.375 238.962 134.413 536.838
internal_count=4780 802 595 458 401 71 57 207 94 113 330
is_linear=0
shrinkage=0.06


Tree=745
num_leaves=12
num_cat=0
split_feature=135 101 121 52 145 86 51 80 137 112 115
split_gain=0.0154124 0.0553717 0.109951 0.0845256 0.0787503 0.096552 0.0508739 0.0489132 0.0608482 0.0873539 0.0393742
threshold=0.0018488886416889729 0.0042751494329422721 0.02129978779703379 0.049604203552007682 0.0087224207818508166 0.0022975050378590827 0.0015833032084628942 0.0028552538715302949 0.00085274505545385193 0.00017767510871635753 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 7 -4 -3 9 -9 -6
right_child=1 2 6 -5 10 -7 -8 8 -10 -11 -12
leaf_value=-4.5041045157327481e-05 0.00022053232509614587 -0.00039043842855302798 0.0017872550108886235 0.0023078846355151688 -0.0047924381776550274 0.0008815029370408524 -0.00020220341600169639 -0.0038532920093534311 -0.0042743078701212847 -0.00032147331697030842 -0.0012966819299689385
leaf_weight=7086.0553122758865 1708.8704835176468 176.04821288585663 105.19051611423492 72.71719491481781 24.421736478805542 123.96818053722382 82.520550489425659 34.412446856498718 29.972131133079529 93.621339797973633 22.201578617095947
leaf_count=3473 925 102 22 17 22 47 42 31 27 52 20
internal_value=0 0.000128904 -0.000326408 0.000305854 -0.000787522 -0.000548023 0.000913018 -0.00107863 -0.00184467 -0.00127301 -0.00313413
internal_weight=0 2473.94 692.357 1781.59 504.646 458.022 187.711 334.054 158.006 128.034 46.6233
internal_count=4780 1307 365 942 301 259 64 212 110 83 42
is_linear=0
shrinkage=0.06


Tree=746
num_leaves=12
num_cat=0
split_feature=26 4 37 126 145 52 19 81 1 32 18
split_gain=0.017036 0.0445485 0.16764 0.0494443 0.0418453 0.055911 0.0559112 0.0515944 0.0402961 0.0389166 0.0354191
threshold=0.00087947337306104611 0.0049928687512874612 0.00066645268816500913 0.0010918468469753864 0.0072436286136507997 0.002945306478068233 0.010180860292166473 0.0079489401541650313 0.0027679565828293566 0.0012357163941487672 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 8 -6 -2 -7 -11
right_child=1 2 -4 -5 7 9 -8 -9 -10 10 -12
leaf_value=-2.9327086609631162e-05 0.00082398332493417888 -0.0011126666480022823 -0.0041946667696858737 0.0011633431297323985 2.030065731051129e-05 0.00018954644038929672 -0.0011175273754281407 -0.0031842863405532108 -0.0009698022727558282 0.0006185096212833267 0.0019214419064423607
leaf_weight=8432.0096129179001 218.51224446296692 55.691301345825195 37.74268364906311 89.368378877639771 68.9185711145401 154.95671319961548 115.63556361198425 24.421736478805542 56.707702875137329 132.75513458251953 173.28004050254822
leaf_count=4160 116 34 34 32 54 83 88 22 43 63 51
internal_value=0 0.000218945 -0.000638221 0.000289373 0.000384774 0.000516939 -1.09912e-05 -0.000820664 0.000454165 0.000964455 0.00135663
internal_weight=0 1127.99 182.802 145.06 945.188 851.847 390.856 93.3403 275.22 460.992 306.035
internal_count=4780 620 100 66 520 444 247 76 159 197 114
is_linear=0
shrinkage=0.06


Tree=747
num_leaves=12
num_cat=0
split_feature=118 106 35 109 78 11 128 92 102 34 54
split_gain=0.0166175 0.0679884 0.135447 0.0985083 0.0859917 0.0759424 0.0659165 0.0571178 0.0850318 0.0553951 0.0573829
threshold=0.0054799309000372895 0.004017772153019906 0.0048403022810816774 0.00017767510871635753 0.0031340263085439806 0.0010263677686452868 0.00046126570669002836 0.021960759535431865 0.0048403022810816774 0.015200819820165636 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 6 -4 -3 8 -6 10 -5
right_child=1 2 5 9 7 -7 -8 -9 -10 -11 -12
leaf_value=-3.776785005544399e-05 0.0014004492910922278 -0.00054699057608872535 0.0028895413509722541 -3.8733864416049492e-05 -0.0027322081430357983 0.00090703573357453049 0.0019368016593863434 0.00085996422655696108 -9.0847508462136764e-06 0.001482461834923024 -0.0010125155673753944
leaf_weight=7787.9202786684036 131.92608785629272 65.682011723518372 100.56284558773041 497.26383328437805 88.806314468383789 225.64110505580902 92.604938268661499 49.124505162239075 77.063833236694336 55.784978747367859 387.61895155906677
leaf_count=3984 38 43 34 165 80 82 43 20 29 26 236
internal_value=0 0.000165796 0.000625961 -0.000134328 -0.000154564 0.00151891 0.000906444 -0.000935775 -0.0014678 -0.000349703 -0.000465361
internal_weight=0 1772.08 699.486 1072.59 373.282 326.204 158.287 214.995 165.87 940.668 884.883
internal_count=4780 796 331 465 215 116 86 129 109 427 401
is_linear=0
shrinkage=0.06


Tree=748
num_leaves=12
num_cat=0
split_feature=112 67 144 53 52 2 74 59 10 130 86
split_gain=0.0169636 0.0187656 0.0699889 0.0610906 0.0529263 0.0703553 0.0674622 0.0529924 0.0606909 0.0490376 0.0447172
threshold=0.0079489401541650313 0.0044099434744566688 0.00044738779251929378 0.00070876078098081063 0.0042751494329422721 0.00080172589514404546 0.00073092587990686308 0.0034400182776153092 0.0011615398107096555 0.00017767510871635753 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 10 8 9 -8 -4
right_child=-2 2 4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-4.355429931363747e-05 0.00037200569111741613 -0.00020495134621182923 -0.0025494687907196543 0.0020201781869768082 -0.002684597323327527 0.00039885275863753598 -0.0030937476498766035 0.0013983887401898608 0.00053158666963516092 0.00019613088074843299 0.00043259537238882662
leaf_weight=8353.4609911441803 421.65668880939484 68.089524388313293 47.82707142829895 127.5794495344162 57.91145920753479 49.218182563781738 35.522525787353516 152.18854081630707 187.43003439903259 30.065808534622192 29.049407005310059
leaf_count=4162 299 29 35 26 36 12 32 32 88 19 10
internal_value=0 -1.7198e-05 0.000263281 0.00124616 -6.32754e-05 -0.00126893 0.000204855 0.000514071 -1.8182e-05 -0.00158766 -0.00142353
internal_weight=0 9138.34 784.882 195.669 589.213 107.13 482.083 405.207 253.018 65.5883 76.8765
internal_count=4780 4481 319 55 264 48 216 171 139 51 45
is_linear=0
shrinkage=0.06


Tree=749
num_leaves=12
num_cat=0
split_feature=23 83 10 53 134 21 142 105 146 133 10
split_gain=0.0178691 0.0765722 0.114353 0.0684226 0.0634949 0.0546246 0.0499776 0.0715156 0.0602857 0.0689808 0.0605668
threshold=0.0031340263085439806 0.0032328735105693345 0.0045489775948226461 0.0048403022810816774 0.00070876078098081063 0.00057154725072905432 0.0017376682371832433 0.0041444667149335155 0.0041444667149335155 0.0062037324532866487 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 -2 7 8 10 -10 -3
right_child=1 6 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00023535485097468792 0.0019115904189071146 0.0023674465378063186 -0.0030721464648181623 0.00045754941644635935 0.0011063137587393622 0.00036604481485913513 -7.8214691003948336e-05 -0.0013082256895815109 3.6506518209666455e-05 0.0015446741460241459 -3.1094803073196495e-05
leaf_weight=2032.0252295732498 208.06719696521759 40.150196313858032 37.74268364906311 41.353952646255493 135.35000205039978 136.27272617816925 5722.4193762540817 87.883590340614319 172.62429869174957 296.96718883514404 649.1432421207428
leaf_count=1014 50 20 34 13 33 50 2859 63 107 122 415
internal_value=0 4.43883e-05 0.000827692 -0.00122847 -0.000151522 0.00130022 -3.21522e-06 0.000340996 0.000466166 0.00099039 0.000108939
internal_weight=0 7392.62 423.437 79.0966 2167.38 344.34 6969.19 1246.77 1158.88 469.591 689.293
internal_count=4780 3733 147 47 1047 100 3586 727 664 229 435
is_linear=0
shrinkage=0.06


Tree=750
num_leaves=12
num_cat=0
split_feature=68 80 47 148 142 63 36 104 109 144 124
split_gain=0.0164831 0.058767 0.05182 0.0673553 0.0473387 0.0808937 0.0981385 0.0698072 0.135332 0.0695231 0.0990836
threshold=0.0017376682371832433 0.029773407615721229 0.0032328735105693345 0.00899649551138282 0.036783467978239066 0.00085274505545385193 0.0023699469165876512 0.0049928687512874612 0.01884530205279589 0.0038949446752667431 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 9 -6 7 -7 -9 -2 -11
right_child=4 -3 3 -5 5 6 -8 8 -10 10 -12
leaf_value=-6.0959445190204949e-05 -1.4807558588728604e-05 0.0010471002067244989 -0.00034776516396160139 -0.0020646009372461546 -0.0026093133608375398 0.00026787473830934848 0.0022050168262565777 -0.0044213107960228175 -0.00042459820748670343 0.00089154177138236991 -0.00014396561896867441
leaf_weight=2950.0511273145676 4189.3676011562347 153.2049423456192 357.74049782752991 106.75493216514587 59.115215539932251 156.44150173664093 51.532017827033997 42.1829993724823 109.53715443611145 828.1750819683075 555.89661192893982
leaf_count=1267 2343 41 201 80 29 52 6 38 34 358 331
internal_value=0 -0.000102126 -0.000153719 -0.000742705 6.07668e-05 -0.000554359 -0.000215999 -0.000621435 -0.00153799 0.000106999 0.000475662
internal_weight=0 3567.75 3414.55 464.495 5992.25 418.809 359.694 308.162 151.72 5573.44 1384.07
internal_count=4780 1589 1548 281 3191 159 130 124 72 3032 689
is_linear=0
shrinkage=0.06


Tree=751
num_leaves=12
num_cat=0
split_feature=20 111 57 94 38 148 70 32 148 86 148
split_gain=0.0169627 0.037035 0.0338226 0.0409001 0.0498979 0.0512826 0.0449621 0.0398867 0.0539577 0.0482768 0.0371918
threshold=0.0042751494329422721 0.0087224207818508166 0.00075379351619631063 0.0070226341485977182 0.0017376682371832433 0.0028552538715302949 0.0068083447404205808 0.0042751494329422721 0.0038949446752667431 0.00087947337306104611 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 10 -5 8 -7 -10 -2
right_child=2 -3 -4 6 -6 7 -8 -9 9 -11 -12
leaf_value=-2.3441793510319797e-05 -4.8357881675507577e-05 -0.0016575267367599862 0.00084889172854796919 0.0010876297640115219 -0.0023014688626427819 -0.0027181983101851061 -0.00073559417473271918 0.00085724124800435275 -3.6396035027979267e-06 -0.0013364871901309686 0.0013962373193884051
leaf_weight=8080.367524266243 129.23754298686981 50.140906691551208 234.70909130573273 222.40454566478729 36.632604718208313 37.74268364906311 62.258097529411316 86.038142085075378 358.75689935684204 134.41322803497314 127.29841732978821
leaf_count=4013 76 29 74 71 33 34 48 29 210 113 50
internal_value=0 -3.35395e-05 0.000190572 6.11887e-05 -0.000135153 -4.40484e-05 0.000688757 -0.000340497 -0.000534724 -0.000367104 0.000668745
internal_weight=0 8130.51 1429.49 1194.78 910.12 873.487 284.663 616.951 530.913 493.17 256.536
internal_count=4780 4042 738 664 545 512 119 386 357 323 126
is_linear=0
shrinkage=0.06


Tree=752
num_leaves=12
num_cat=0
split_feature=99 5 61 44 85 99 101 5 113 125 117
split_gain=0.0167248 0.0435012 0.0521663 0.0518917 0.0669387 0.0521525 0.049426 0.0387707 0.0362479 0.0359641 0.0343869
threshold=0.017188700847327713 0.00066645268816500913 0.0037758676335215573 0.00017767510871635753 0.0005375427135732026 0.023343417793512348 0.0022272822679951791 0.0016846025246195497 0.0014881226234138014 0.0022975050378590827 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 7 -6 10 -5 -8 -7 -2
right_child=1 3 -4 4 5 9 8 -9 -10 -11 -12
leaf_value=-2.8473092984287635e-05 -2.8244422614217546e-05 -0.0022284742016241191 0.0015676937661605512 -0.00093308484745338702 -0.0034274440949722757 -0.0021710310018409396 -0.0018986136500697916 0.00078283450991566876 0.00039222266689026839 0.00018169380285975074 0.0011707540720107352
leaf_weight=8471.6914222240448 166.15117990970612 41.166597843170166 142.93319976329803 57.817781805992126 27.751973271369934 33.302367925643921 57.724104404449463 261.2573082447052 43.574110507965088 77.986557364463806 178.64308035373688
leaf_count=4220 85 29 56 44 25 30 52 106 15 46 72
internal_value=0 0.000221378 0.000570583 -0.000190625 -7.05671e-06 -0.00110529 0.000250817 0.000471708 -0.00091378 -0.000523658 0.000593134
internal_weight=0 1088.31 589.026 499.283 458.116 139.041 446.092 319.075 101.298 111.289 344.794
internal_count=4780 560 280 280 251 101 224 150 67 76 157
is_linear=0
shrinkage=0.06


Tree=753
num_leaves=12
num_cat=0
split_feature=14 109 115 144 44 63 9 4 137 42 25
split_gain=0.0156588 0.0460664 0.0719186 0.0844895 0.0828759 0.0940841 0.193478 0.171398 0.096457 0.116087 0.0928693
threshold=0.00040826165059115743 0.013032016810029747 0.019431582652032379 0.0045489775948226461 0.0028552538715302949 0.00052132029668428015 0.00017767510871635753 0.0060143163427710542 0.0005893622583243997 0.0013560238294303419 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 10 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.00024295802187535701 -4.9329341781451775e-05 -0.00029937044433573951 -0.0012290899027781375 0.0013593466195687262 0.00062599515675715442 -0.0016030085794355223 0.0027390887156452447 0.0019125740789871948 -6.808018031001655e-05 -0.0012340221387779208 -0.0060491745924006017
leaf_weight=401.033576130867 6769.7483946084976 705.77131748199463 110.27252376079559 256.91066992282867 825.67389190196991 28.862052202224731 97.232608795166016 64.946642398834229 116.10395061969757 142.37113535404205 41.072920441627502
leaf_count=240 3374 369 67 94 380 26 31 10 48 104 37
internal_value=0 0.000119577 0.000261433 0.000344746 0.00019289 -0.000208206 0.000339397 -0.000901766 -0.00145874 -0.00221887 -0.00421916
internal_weight=0 2790.25 2084.48 1974.21 1717.3 891.623 498.266 393.357 328.41 212.306 69.935
internal_count=4780 1406 1037 970 876 496 271 225 215 167 63
is_linear=0
shrinkage=0.06


Tree=754
num_leaves=12
num_cat=0
split_feature=63 85 74 42 143 144 47 105 109 101 95
split_gain=0.0158656 0.0456065 0.0755243 0.0722353 0.0564437 0.0559142 0.0542819 0.0841815 0.0687719 0.0674176 0.0931436
threshold=0.00042089859198313212 0.00046126570669002836 0.00040826165059115743 0.0011261500185355546 0.0025217677466571335 0.0023699469165876512 0.0042751494329422721 0.0011261500185355546 0.016668972559273246 0.000490355829242617 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 8 -8 9 10 -1
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00035774180422654594 -3.9156877604608962e-05 -0.0041045358874374311 0.00026409709855368868 0.00060910069517213004 -0.0014456130475553888 -0.0010845288429394734 0.00020081727392783975 -0.0022474115773160603 -0.0012286349079327244 0.0016158594323491984 0.0022613844004808498
leaf_weight=198.34346890449524 7610.1343448162079 38.852762579917908 446.27982997894287 104.72212910652161 88.899991869926453 51.157308220863342 557.38140046596527 55.503946542739868 55.691301345825195 288.27391219139099 64.759287595748901
leaf_count=114 3743 35 208 62 72 38 300 50 34 98 26
internal_value=0 0.000152666 -0.000222459 -0.000987852 -0.000334563 -0.00239122 0.000377108 -2.1229e-05 0.000779199 0.000982185 0.000287536
internal_weight=0 1949.87 729.912 283.632 193.622 90.0101 1219.95 612.885 607.068 551.377 263.103
internal_count=4780 1037 415 207 134 73 622 350 272 238 140
is_linear=0
shrinkage=0.06


Tree=755
num_leaves=12
num_cat=0
split_feature=112 109 99 102 24 143 142 99 92 122 39
split_gain=0.0153788 0.0257356 0.0735564 0.0943593 0.0824202 0.061956 0.076082 0.0595124 0.0818298 0.0756491 0.0579247
threshold=0.0033348383149132137 0.016668972559273246 0.00017767510871635753 0.0014427106943912806 0.0010263677686452868 0.0070226341485977182 0.0079489401541650313 0.023343417793512348 0.00068727668258361529 0.00075379351619631063 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 7 -5 -3 -7 8 -4 -10 -6
right_child=-2 2 3 4 10 6 -8 -9 9 -11 -12
leaf_value=2.0629044057275764e-05 0.00022334891022097585 -0.00068147565004313723 -0.0034542007189318374 -0.0023254252958128802 -0.00099139251117604833 0.0021413560673378138 0.00016505049023074166 0.00082402485788426419 -0.00048209898222992026 -0.0034493515554122026 0.00036177075633111799
leaf_weight=7134.4444481134415 994.03117978572845 136.91441810131073 73.265209436416626 57.817781805992126 149.31264114379883 107.31699657440186 202.04841530323029 36.726282119750977 150.42272007465363 38.852762579917908 478.84682857990265
leaf_count=3460 564 91 66 44 86 32 85 25 87 35 205
internal_value=0 -2.59574e-05 -0.00025812 -0.000547567 -0.000159663 0.000380866 0.000851089 -0.00143637 -0.00175276 -0.00109269 4.00191e-05
internal_weight=0 8565.97 1431.52 985.244 685.977 446.28 309.365 299.267 262.541 189.275 628.159
internal_count=4780 4216 756 548 335 208 117 213 188 122 291
is_linear=0
shrinkage=0.06


Tree=756
num_leaves=12
num_cat=0
split_feature=124 53 81 99 116 104 86 146 40 110 129
split_gain=0.0162956 0.0421822 0.0499881 0.0456259 0.0518424 0.0333838 0.040283 0.0399397 0.034647 0.0320585 0.0300141
threshold=0.02129978779703379 0.0042751494329422721 0.011880517937242987 0.00085274505545385193 0.0049928687512874612 0.00093549740267917525 0.0012745757703669371 0.0041444667149335155 0.0084566329605877417 0.0019071503775194289 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 -5 7 10 8 -2 -8 -7
right_child=1 3 -4 4 -6 6 9 -9 -10 -11 -12
leaf_value=-2.8155272744412437e-05 0.00049616870158237895 -9.2525011175804449e-05 -0.0017931410531880276 0.00077725143419837665 0.0029459421142353972 -0.00090332070257478523 -0.0025653644825038217 0.0015610917451623016 -0.00096853734568100357 3.9641627003543285e-05 0.00060846607628948211
leaf_weight=8468.8155225515366 225.92213726043701 144.77864801883698 54.581222414970398 174.10908722877502 51.344663023948669 76.782801032066345 46.623315095901489 89.462056279182434 78.173912167549133 26.7355717420578 122.67074680328369
leaf_count=4274 58 90 33 76 22 53 42 24 30 16 62
internal_value=0 0.000218186 -4.91631e-05 0.000738667 0.00127223 9.39306e-05 -0.000416055 0.000447466 0.000119442 -0.00161721 2.63188e-05
internal_weight=0 1091.18 720.952 370.232 225.454 666.371 272.812 393.558 304.096 73.3589 199.454
internal_count=4780 506 318 188 98 285 173 112 88 58 115
is_linear=0
shrinkage=0.06


Tree=757
num_leaves=12
num_cat=0
split_feature=146 47 45 118 14 95 89 131 11 113 145
split_gain=0.0162512 0.0355456 0.0551133 0.0518609 0.0929661 0.0594285 0.0586372 0.0542526 0.0678101 0.0599333 0.0496749
threshold=0.0010263677686452868 0.0056525857653468856 0.0031340263085439806 0.00037263428384903824 0.037906534969806678 0.00057154725072905432 0.0011980500421486797 0.00040826165059115743 0.00017767510871635753 0.00042089859198313212 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -5 8 -1 -10 -3
right_child=-2 10 -4 5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00062205698998862153 -3.3795085653904363e-05 -0.0015184512106551171 0.0013841188706519183 0.0022783327105656919 0.0023605051998252945 -0.00046591882745875744 0.00040052075154815549 0.00021568454636770298 -0.0054203401895749842 -0.0013064917763957766 5.1989811058282526e-05
leaf_weight=87.977267742156982 8058.9949923753738 82.239518284797668 177.62667882442474 102.87668085098267 36.913636922836304 114.90019428730011 143.12055456638336 96.951576590538025 25.531815409660339 25.531815409660339 607.33495235443115
leaf_count=55 4018 66 63 28 9 55 40 55 23 23 345
internal_value=0 0.000181225 0.000450366 0.0001885 -0.000435546 0.000660385 0.00118643 -0.000873715 -0.00163295 -0.00336999 -0.000135496
internal_weight=0 1501 811.43 633.804 272.906 360.897 245.997 235.992 139.041 51.0636 689.574
internal_count=4780 762 351 288 165 123 68 156 101 46 411
is_linear=0
shrinkage=0.06


Tree=758
num_leaves=12
num_cat=0
split_feature=75 77 31 73 65 123 99 86 115 31 101
split_gain=0.01655 0.0438094 0.0522964 0.0494207 0.0381289 0.0360381 0.0449497 0.0313279 0.0291894 0.0260601 0.0694259
threshold=0.023343417793512348 0.040252277627587325 0.00017767510871635753 0.020658296532928947 0.00038414125447161501 0.00093549740267917525 0.00060774214216507982 0.000490355829242617 0.00747153488919139 0.00017767510871635753 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 6 -4 -7 -8 -1 -11
right_child=1 -3 5 -5 -6 7 8 -9 -10 10 -12
leaf_value=-0.00011745718665165276 0.00053777682994705532 -0.0010424585593428381 0.00040832626725969515 -0.00046651459544016214 0.0020564371532745271 0.0017578793755902793 -0.00060287533974279 5.3151643445614367e-07 -0.0029981408018866745 0.00020250579709408549 -0.00045374665145805399
leaf_weight=4780.5478563308716 105.0031613111496 80.300392627716064 56.895057678222656 64.665610194206238 137.57015991210938 48.108103632926941 35.616203188896179 150.61007487773895 37.74268364906311 3361.6093784570694 701.33100175857544
leaf_count=2439 38 40 27 34 35 11 24 71 34 1662 365
internal_value=0 0.000277292 0.000444004 0.00100676 0.00139954 -8.17249e-05 -0.000857032 0.000426642 -0.00183763 -2.25053e-05 8.92173e-05
internal_weight=0 716.511 636.211 307.239 242.573 328.972 130.254 198.718 73.3589 8843.49 4062.94
internal_count=4780 314 274 107 73 167 85 82 58 4466 2027
is_linear=0
shrinkage=0.06


Tree=759
num_leaves=12
num_cat=0
split_feature=51 83 21 10 52 20 63 51 21 78 104
split_gain=0.0163369 0.051711 0.0328159 0.0413948 0.0326591 0.030863 0.0233768 0.0218441 0.0708262 0.120871 0.0428771
threshold=0.027182282879948619 0.0026833302108570938 0.00066645268816500913 0.0066005610860884198 0.002945306478068233 0.0011615398107096555 0.0021592099219560628 0.016164712607860569 0.0015833032084628942 0.023343417793512348 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 5 6 -5 -3 -4 -1 9 10 -9
right_child=1 2 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=3.3071510908234483e-06 -0.0014772037880551511 -0.0012986589423319736 0.0025521716239836688 0.0011697338901235374 -0.0012070653781941756 0.00068882045712348548 0.00092187630962844297 0.00068456462409728755 0.00034472795735788364 -0.0044415419039388277 -0.0013867405717399375
leaf_weight=8811.3099974393845 46.623315095901489 48.937150359153748 67.07312285900116 44.590512037277222 38.852762579917908 65.869366526603699 60.225294470787048 60.225294470787048 191.68299531936646 35.522525787353516 89.08734667301178
leaf_count=4340 42 36 20 24 35 27 30 30 108 32 56
internal_value=0 0.000389624 0.000657353 0.00110181 6.29312e-05 -0.000158751 0.0017822 -1.58195e-05 -0.000463305 -0.00130101 -0.00055138
internal_weight=0 372.172 325.548 210.742 83.4433 114.807 127.298 9187.83 376.518 184.835 149.313
internal_count=4780 214 172 109 59 63 50 4566 226 118 86
is_linear=0
shrinkage=0.06


Tree=760
num_leaves=12
num_cat=0
split_feature=78 82 3 30 37 148 114 147 8 53 12
split_gain=0.0154286 0.0656523 0.0908713 0.0805662 0.0710041 0.120699 0.0828496 0.102522 0.155739 0.120283 0.0982332
threshold=0.0079489401541650313 0.002945306478068233 0.00244467705488205 0.0020292587578296666 0.0063990866765379914 0.011519505176693203 0.0011261500185355546 0.05109804309904576 0.0013560238294303419 0.0020932231564074759 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 8 9 -8 -10
right_child=1 -3 3 -5 5 -7 7 -9 10 -11 -12
leaf_value=6.542148210613657e-05 -0.00086340583783590583 0.00037203012673061355 0.0017053086081427365 2.2869547252225423e-05 -0.0032946333588854781 -2.9087908751212261e-06 -0.0048993715978141034 0.0017138084814169387 0.0015021114205813915 -0.00091641113610321204 -0.00023857805658367959
leaf_weight=5502.4879208803177 714.65194892883301 873.31360852718353 111.85098969936371 1209.334964632988 82.239518284797668 78.173912167549133 39.962841510772705 109.63083183765411 144.32431089878082 85.850787281990051 608.17804896831512
leaf_count=2960 377 431 28 475 66 30 36 26 33 45 273
internal_value=0 -8.87942e-05 -0.00021519 0.000165422 -0.000485102 -0.00169149 -0.000371347 -1.53553e-05 -0.000231359 -0.00218443 9.54284e-05
internal_weight=0 4057.51 3184.2 1321.19 1863.01 160.413 1702.6 987.947 878.316 125.814 752.502
internal_count=4780 1820 1389 503 886 96 790 413 387 81 306
is_linear=0
shrinkage=0.06


Tree=761
num_leaves=12
num_cat=0
split_feature=10 43 51 98 133 51 81 34 74 77 79
split_gain=0.0160424 0.0548749 0.0625576 0.0992587 0.0360768 0.036123 0.0337072 0.0358416 0.056567 0.0549531 0.0277799
threshold=0.037906534969806678 0.00075379351619631063 0.00066645268816500913 0.0026833302108570938 0.002945306478068233 0.0018488886416889729 0.0079489401541650313 0.0079489401541650313 0.00017767510871635753 0.00044738779251929378 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 -4 7 8 9 -3 -2
right_child=1 6 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-2.2105155426683574e-05 -0.001437158635382566 -0.00056733199898004627 0.0021941846907721921 0.0030917441914310368 -0.00038538484235887889 0.00010306184123016883 -0.0021308354542340807 0.00048139544927919037 0.00072769647178006543 -0.0038061803266658 0.0005548617958798422
leaf_weight=8846.6451684236526 54.393867611885071 47.82707142829895 63.742886066436768 74.937352776527405 87.054543614387512 55.691301345825195 32.285966396331787 169.29406189918518 50.234584093093872 31.082210063934326 46.810669898986816
leaf_count=4388 49 35 17 19 38 34 21 104 21 28 26
internal_value=0 0.000273658 0.000762818 0.00122277 0.000543326 0.00122001 -0.000292334 -9.27917e-05 -0.000845281 -0.00184631 -0.000516141
internal_weight=0 713.355 382.631 281.426 206.489 119.434 330.724 298.438 129.144 78.9093 101.205
internal_count=4780 392 183 108 89 51 209 188 84 63 75
is_linear=0
shrinkage=0.06


Tree=762
num_leaves=12
num_cat=0
split_feature=34 20 44 45 146 117 145 8 46 73 71
split_gain=0.016496 0.027481 0.0418492 0.0552103 0.0328545 0.0264415 0.0341107 0.0417906 0.0301486 0.0264185 0.0262508
threshold=0.02636832278221846 0.00080172589514404546 0.0098710241727530974 0.0087224207818508166 0.010180860292166473 0.0023699469165876512 0.004017772153019906 0.0021592099219560628 0.0016846025246195497 0.0020292587578296666 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 10 8 -8 -7 -4 -2
right_child=1 2 9 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-2.7344919441407119e-05 -0.0025830649523507104 0.0026107294903790481 0.00015786515199008461 0.00020994846863249046 0.0008771821073853556 0.00094785650475825989 0.00017448791453901884 -0.0021828116368126523 -0.00022683744045664988 -0.0016372958155700577 -2.9787868926703038e-06
leaf_weight=8535.0595986843109 28.862052202224731 79.377668499946594 171.98260676860809 178.26837074756622 78.267589569091797 161.99189639091492 62.351774930953979 47.733394026756287 152.73655533790588 35.522525787353516 27.845650672912598
leaf_count=4269 26 23 66 104 22 57 40 43 81 32 17
internal_value=0 0.000227395 0.00051981 0.00093355 0.00175116 -0.000102648 5.991e-05 -0.000848701 0.000377891 -0.000150087 -0.00131838
internal_weight=0 1024.94 543.419 335.914 157.645 481.521 424.814 110.085 314.728 207.505 56.7077
internal_count=4780 511 247 149 45 264 221 83 138 98 43
is_linear=0
shrinkage=0.06


Tree=763
num_leaves=12
num_cat=0
split_feature=98 1 100 47 5 17 4 23 42 60 87
split_gain=0.0161684 0.0362485 0.0273236 0.0391974 0.0333099 0.0305242 0.0457172 0.0264722 0.0255143 0.0235173 0.0342905
threshold=0.049604203552007682 0.022641776129603389 0.0049928687512874612 0.024066280573606495 0.033603202551603324 0.0010585968848317864 0.0005375427135732026 0.0072436286136507997 0.00075379351619631063 0.00055427959887310873 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 9 6 -2 -7 -8 -4 -11
right_child=1 -3 4 -5 -6 7 8 -9 -10 10 -12
leaf_value=-2.2234620663722715e-05 0.00089115500401429533 -0.0010195929160850827 0.00010270463094440689 0.0020687568617254039 0.00089344694626096075 0.0016008086745242314 -1.620921213531332e-05 0.00024291803052600881 -0.0023825561617439434 -0.0027105337587049754 -0.00016897928130391865
leaf_weight=8843.9566235542297 63.461853861808777 70.216004848480225 84.64703094959259 64.852964997291565 82.614227890968323 101.76660192012787 28.955729603767395 105.0031613111496 37.74268364906311 35.522525787353516 41.26027524471283
leaf_count=4426 41 39 52 18 34 27 18 38 34 32 21
internal_value=0 0.000274175 0.000414973 0.000719071 -8.57707e-05 0.000458744 -0.000260938 0.000911687 -0.00135682 -0.000587143 -0.00134679
internal_weight=0 716.043 645.827 401.783 244.044 336.93 130.16 206.77 66.6984 161.43 76.7828
internal_count=4780 354 315 176 139 158 93 65 52 105 53
is_linear=0
shrinkage=0.06


Tree=764
num_leaves=12
num_cat=0
split_feature=99 139 147 43 94 19 144 30 81 63 47
split_gain=0.0157154 0.0396811 0.101055 0.0449929 0.0331662 0.0643402 0.0453361 0.0467211 0.0556699 0.0299152 0.026015
threshold=0.017188700847327713 0.00046126570669002836 0.0010585968848317864 0.0011261500185355546 0.0010918468469753864 0.011880517937242987 0.0032328735105693345 0.00096484774257987748 0.0015833032084628942 0.0038949446752667431 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 10 6 7 8 -6 -7 -2
right_child=1 2 3 -5 5 9 -8 -9 -10 -11 -12
leaf_value=-2.7602737836048899e-05 -4.6670491010010969e-05 0.0008843325564647452 -0.0047639197056804439 -0.0011528043720826506 0.0022522745759771699 -0.00076548174035172246 -0.00068677212891125514 0.0018137943882707529 0.00024245477493409673 0.00042000530457971349 -0.0021456973256394557
leaf_weight=8471.6914222240448 66.792090654373169 54.768577218055725 23.311657547950745 26.641894340515137 60.318971872329712 174.84445655345917 63.461853861808777 173.18636310100555 277.62746000289917 136.27272617816925 31.082210063934326
leaf_count=4220 44 17 21 24 22 109 41 59 145 50 28
internal_value=0 0.000214592 -0.000895206 -0.00284414 0.000332831 0.000448662 0.000824907 0.00101269 0.000601741 -0.000246257 -0.000714774
internal_weight=0 1088.31 104.722 49.9536 983.586 885.712 574.595 511.133 337.946 311.117 97.8743
internal_count=4780 560 62 45 498 426 267 226 167 159 72
is_linear=0
shrinkage=0.06


Tree=765
num_leaves=12
num_cat=0
split_feature=88 92 132 75 118 0 72 29 20 81 146
split_gain=0.015461 0.0626043 0.0713469 0.0407348 0.0189082 0.0788871 0.0681936 0.0577614 0.105005 0.113154 0.0909931
threshold=0.1242329850792885 0.013860232196748258 0.0062037324532866487 0.017188700847327713 0.0054799309000372895 0.0087224207818508166 0.030689206905663017 0.0032328735105693345 0.00043393640953581786 0.0048403022810816774 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 7 8 9 -6 -10
right_child=1 -3 -4 -5 5 -7 -8 -9 10 -11 -12
leaf_value=-5.3142684408889053e-05 -0.0031738480849088685 0.0020263569844672555 0.00082560600171410661 -0.00010129146793245291 0.0020231449704093897 0.00074813256577484384 -0.0023298039763912401 -0.00032544066511306036 0.00039307285006100364 -0.00074609128133066476 -0.0029962300639617676
leaf_weight=7576.710199713707 33.302367925643921 67.166800260543823 102.87668085098267 29.049407005310059 190.11857926845551 566.18240439891815 47.82707142829895 751.75294065475464 75.766399502754211 73.63991904258728 45.606913566589355
leaf_count=3915 30 12 28 10 50 219 35 370 44 34 33
internal_value=0 0.00048327 -0.000144854 -0.00174481 -1.20765e-05 0.000165623 -0.000112802 -1.93388e-05 0.000578082 0.00125 -0.000881901
internal_weight=0 232.395 165.228 62.3518 9327.6 1750.89 1184.71 1136.88 385.132 263.758 121.373
internal_count=4780 80 68 40 4700 785 566 531 161 84 77
is_linear=0
shrinkage=0.06


Tree=766
num_leaves=12
num_cat=0
split_feature=107 128 90 93 68 19 39 144 72 116 35
split_gain=0.0160884 0.0215231 0.0282621 0.0359783 0.0177047 0.0662065 0.0710745 0.0675854 0.0417932 0.038128 0.035267
threshold=0.048151826485991485 0.0026012937305495147 0.00040826165059115743 0.010829726699739696 0.05109804309904576 0.0026012937305495147 0.00017767510871635753 0.0023699469165876512 0.0010263677686452868 0.00046126570669002836 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 7 9 -8 -6 -7
right_child=1 -3 -4 -5 5 10 8 -9 -10 -11 -12
leaf_value=5.8199201836169703e-06 -0.0016587577089304468 -0.00096458687795191638 0.0017239843691417929 0.0014536184800892336 0.00050479332137704045 -0.00050411285904576597 -0.004654805921743093 0.0012041754268578711 -0.0014851100586546263 -0.0020307441247937206 0.0017791345491982441
leaf_weight=9080.3378582000732 26.641894340515137 25.625492811203003 71.138728976249695 26.641894340515137 30.065808534622192 41.26027524471283 24.421736478805542 62.539129734039307 38.852762579917908 73.265209436416626 59.208892941474915
leaf_count=4453 24 15 56 24 19 21 22 24 35 66 21
internal_value=0 0.000616153 0.000942228 -0.000102762 -9.86258e-06 -0.000441761 -0.0010047 -0.000351449 -0.00271392 -0.00129321 0.000841891
internal_weight=0 150.048 124.423 53.2838 9409.95 329.614 229.145 165.87 63.2745 103.331 100.469
internal_count=4780 119 104 48 4661 208 166 109 57 85 42
is_linear=0
shrinkage=0.06


Tree=767
num_leaves=12
num_cat=0
split_feature=116 142 143 0 18 47 110 35 102 127 24
split_gain=0.0153421 0.0401974 0.0947612 0.040173 0.080958 0.0475287 0.042858 0.0420937 0.0420442 0.041456 0.0392729
threshold=0.012636432424187662 0.036783467978239066 0.035692447796463973 0.0066005610860884198 0.00096484774257987748 0.0098710241727530974 0.00057154725072905432 0.0054799309000372895 0.0036604277556762104 0.00087947337306104611 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 6 -6 7 -5 9 -2 -10
right_child=1 -3 -4 4 5 -7 -8 -9 10 -11 -12
leaf_value=-2.9716458662083385e-05 -0.00060570433440555629 -0.0011324714678947539 0.0022233157756394732 0.0021820454900112504 -0.0020303247089523044 0.00012874091142800671 0.00012204895880280895 0.00064227446805338053 -0.00011965210822286727 0.000678808931614504 -0.0019181269954263564
leaf_weight=8294.8937901258469 158.09959518909454 77.063833236694336 83.911661624908447 127.48577213287354 57.724104404449463 100.46916818618774 146.0760817527771 128.31481885910034 89.274701476097107 211.11640155315399 85.569755077362061
leaf_count=4182 102 29 19 34 52 42 75 59 40 77 69
internal_value=0 0.000194588 0.000280758 0.00013294 0.000489605 -0.000659879 0.000942135 0.00141022 -0.000234243 0.000128761 -0.00100043
internal_weight=0 1265.11 1188.04 1104.13 560.07 158.193 401.877 255.801 544.06 369.216 174.844
internal_count=4780 598 569 550 262 94 168 93 288 179 109
is_linear=0
shrinkage=0.06


Tree=768
num_leaves=12
num_cat=0
split_feature=34 91 77 39 61 140 52 52 95 11 10
split_gain=0.0152834 0.0223562 0.0589618 0.0881387 0.0940281 0.0721996 0.0662519 0.0622345 0.057999 0.0580668 0.0901675
threshold=0.02636832278221846 0.00099512818269431613 0.020035739988088611 0.00244467705488205 0.0030382014811038975 0.13119348138570788 0.049604203552007682 0.00899649551138282 0.011169348377734424 0.0035485138650983576 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 -4 6 -3 -5 9 -1 -11
right_child=-2 2 3 7 -6 -7 -8 -9 -10 10 -12
leaf_value=8.8353604239064477e-05 0.00021887881531598336 -1.5748366261871986e-05 0.002637299572481564 -0.0017973044737383296 0.00025081960771859273 -0.001961014386501393 0.0013722735773909886 0.00056643486932976279 -0.00091466979770401646 0.00036679794309263137 -0.00087079200416327986
leaf_weight=2487.7337055206299 1024.9400849342346 4168.1168464422226 124.15553534030914 62.351774930953979 113.97747015953064 66.792090654373169 127.48577213287354 111.94466710090637 315.18278884887695 316.58794987201691 640.73099768161774
leaf_count=1279 511 2146 31 40 38 44 34 20 195 75 367
internal_value=0 -2.63198e-05 5.98537e-05 0.000745482 0.00149564 -4.98256e-06 2.54766e-05 -0.000279701 -0.000135743 -6.44561e-05 -0.000461522
internal_weight=0 8535.06 4774.82 412.429 238.133 4362.39 4295.6 174.296 3760.24 3445.05 957.319
internal_count=4780 4269 2353 129 69 2224 2180 60 1916 1721 442
is_linear=0
shrinkage=0.06


Tree=769
num_leaves=12
num_cat=0
split_feature=18 139 18 9 131 18 5 56 136 19 44
split_gain=0.0162851 0.043478 0.0473233 0.119506 0.0980619 0.133385 0.0568958 0.0646936 0.0611931 0.0437966 0.0626237
threshold=0.00047558375808876013 0.00046126570669002836 0.010829726699739696 0.0011261500185355546 0.0015349716995842757 0.0013986918493174019 0.0066005610860884198 0.0011615398107096555 0.0010263677686452868 0.0019672545604407792 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 4 -4 5 -3 7 8 -6 -2 -11
right_child=1 2 3 -5 6 -7 -8 -9 -10 10 -12
leaf_value=-6.747343632234537e-05 0.00057381745338065595 -0.00010178768483772792 -0.0035794532010572969 0.00031598172829470445 -0.002059734976955792 -0.0036273965318353979 0.0021134317335240356 0.00046919413308048574 0.00042791944303211107 -0.00037738095432811325 0.0002773485911192458
leaf_weight=5488.6330090761185 811.43022060394287 104.90948390960693 51.063630819320679 63.55553126335144 84.459676146507263 61.054341197013855 53.564820885658264 387.63300144672394 61.429050803184509 780.52131545543671 1611.7456020116806
leaf_count=2802 351 46 46 33 68 55 24 139 23 404 789
internal_value=0 9.0895e-05 -0.000285843 -0.00142107 -0.000112888 -0.00140018 0.000251194 6.38673e-05 -0.00101269 0.000192934 6.37241e-05
internal_weight=0 4071.37 867.67 114.619 753.05 165.964 587.087 533.522 145.889 3203.7 2392.27
internal_count=4780 1978 434 79 355 101 254 230 91 1544 1193
is_linear=0
shrinkage=0.06


Tree=770
num_leaves=12
num_cat=0
split_feature=102 38 31 92 109 138 60 118 27 118 144
split_gain=0.0158903 0.0619008 0.100729 0.126054 0.0810401 0.0774122 0.10417 0.076535 0.0905929 0.0801327 0.065978
threshold=0.00052132029668428015 0.00044738779251929378 0.0026833302108570938 0.00068727668258361529 0.00066645268816500913 0.00017767510871635753 0.0022272822679951791 0.048151826485991485 0.0011980500421486797 0.0027679565828293566 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 5 6 -1 8 9 -3 -6
right_child=-2 2 3 -5 10 -7 -8 -9 -10 -11 -12
leaf_value=-0.0012499842444735297 -4.6837548962371057e-05 0.00076959908569269539 0.00075370365337870747 -0.0041868903696518946 -0.00025263138886340904 0.00026255860007791035 -0.0056127632606444242 -0.00068884389019690888 0.00020864450503137912 0.0025976362584353863 0.00053376864022483702
leaf_weight=85.569755077362061 6997.7829624414444 172.07628417015076 40.243873715400696 34.412446856498718 939.26260256767273 72.529840111732483 25.531815409660339 107.22331917285919 262.36738717556 173.37371790409088 649.62567901611328
leaf_count=69 3539 58 12 31 547 33 23 40 107 43 278
internal_value=0 0.000127806 0.000569601 -0.00152619 -6.90452e-05 -0.00126207 -0.00225672 0.000788602 0.0010493 0.00168754 6.89059e-05
internal_weight=0 2562.22 789.697 74.6563 1772.52 183.631 111.102 715.041 607.817 345.45 1588.89
internal_count=4780 1241 291 43 950 125 92 248 208 101 825
is_linear=0
shrinkage=0.06


Tree=771
num_leaves=12
num_cat=0
split_feature=77 91 106 142 146 9 24 140 43 8 81
split_gain=0.0159466 0.0611474 0.105686 0.0726053 0.0699078 0.0825672 0.0756875 0.0702296 0.0578058 0.0522939 0.0451019
threshold=0.00017767510871635753 0.00087947337306104611 0.016668972559273246 0.0079489401541650313 0.0041444667149335155 0.00017767510871635753 0.001792412775103003 0.031632266007363803 0.010180860292166473 0.00087947337306104611 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 8 -6 10 -7 -1
right_child=-2 2 3 -5 7 9 -8 -9 -10 -11 -12
leaf_value=-0.00065972036650570407 -3.2180029823949388e-05 0.00017905302750007755 -0.00084232737670949707 -0.0038462571308797142 0.00075216834416142093 0.0030531615748515526 0.0019257582129541498 0.0030535352815645113 0.00062201940242917031 0.00038393838926089002 -0.0027127014675366982
leaf_weight=180.20749640464783 8156.3353284597397 538.22902643680573 113.32172834873199 38.852762579917908 158.4743047952652 50.234584093093872 50.234584093093872 68.276879191398621 101.20453751087189 55.691301345825195 48.937150359153748
leaf_count=130 3944 307 94 35 70 21 21 13 75 34 36
internal_value=0 0.000186758 -0.000215743 -0.0016113 0.000576336 0.000170712 -0.000241749 0.00144617 -0.000571835 0.00165148 -0.00109916
internal_weight=0 1403.66 690.404 152.174 713.261 486.51 380.584 226.751 330.349 105.926 229.145
internal_count=4780 836 436 129 400 317 262 83 241 55 166
is_linear=0
shrinkage=0.06


Tree=772
num_leaves=12
num_cat=0
split_feature=112 145 101 77 124 17 115 128 52 10 83
split_gain=0.0156221 0.0239771 0.0624498 0.0929843 0.114847 0.0753864 0.0966589 0.116194 0.0756126 0.0725504 0.0826296
threshold=0.0033348383149132137 0.00044738779251929378 0.0019071503775194289 0.00057154725072905432 0.00017767510871635753 0.0013986918493174019 0.0016846025246195497 0.0014427106943912806 0.0011615398107096555 0.00017767510871635753 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 -8 -9 -6 -11
right_child=-2 -3 3 4 9 -7 7 8 -10 10 -12
leaf_value=0.00012920737959193069 0.00022511232269677338 -7.3350667427146923e-05 -0.00081017838267529222 0.0020797070705728901 -0.0019133823077984609 0.00056406127957101893 -0.0045713233079004044 -0.001985179034156881 0.00030913951933117214 0.0014198412638768375 -0.00081901322665633069
leaf_weight=315.55749845504761 994.03117978572845 7015.4505479335785 128.03378665447235 209.36463069915771 46.810669898986816 344.05889093875885 36.632604718208313 110.17884635925293 97.326286196708679 172.07628417015076 90.478457808494568
leaf_count=163 564 3563 83 35 26 124 33 75 23 58 33
internal_value=0 -2.6158e-05 0.00018736 0.000637435 0.000994825 -0.000134767 -0.000564378 -0.00146055 -0.000909443 0.000260191 0.000648296
internal_weight=0 8565.97 1550.52 646.764 518.73 903.754 559.695 244.138 207.505 309.365 262.555
internal_count=4780 4216 653 235 152 418 294 131 98 117 91
is_linear=0
shrinkage=0.06


Tree=773
num_leaves=12
num_cat=0
split_feature=35 24 81 68 80 52 95 95 70 5 35
split_gain=0.0164978 0.0625659 0.0927201 0.068466 0.0790805 0.101039 0.0957838 0.0789087 0.10986 0.0546337 0.0599426
threshold=0.00057154725072905432 0.0049928687512874612 0.0058306583669036635 0.0058306583669036635 0.029773407615721229 0.0053125319536775359 0.00077738583786413084 0.0042751494329422721 0.00017767510871635753 0.00066645268816500913 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -5 -9 -3 -11
right_child=-2 9 -4 7 -6 6 -8 8 -10 10 -12
leaf_value=0.00056968467185005637 -3.775938688436328e-05 0.0012555842979124635 -0.0025644890223215739 -0.00012166474489784354 0.0016360225593675195 -0.00031071566347507803 -0.0038053793969782361 -0.004647765058633218 -0.00038038135084284127 -0.0021919176300763702 0.0006370014885083271
leaf_weight=441.46480464935303 7777.9436181783676 292.71422791481018 50.047229290008545 481.24029135704041 157.83261287212372 102.68932604789734 38.852762579917908 35.522525787353516 55.691301345825195 38.946439981460571 87.054543614387512
leaf_count=236 3878 102 37 288 29 44 35 32 34 27 38
internal_value=0 0.000164631 -3.24074e-05 6.42736e-05 0.000445064 0.000122421 -0.001272 -0.000428517 -0.00204555 0.000806045 -0.000238452
internal_weight=0 1782.06 1363.34 1313.29 740.84 583.007 141.542 572.454 91.2138 418.715 126.001
internal_count=4780 902 735 698 344 315 79 354 66 167 65
is_linear=0
shrinkage=0.06


Tree=774
num_leaves=12
num_cat=0
split_feature=20 111 59 143 104 117 68 49 37 114 70
split_gain=0.0162511 0.030459 0.0228113 0.0403127 0.0282884 0.036051 0.0355507 0.0507648 0.0397595 0.0649023 0.0549907
threshold=0.0042751494329422721 0.0087224207818508166 0.048151826485991485 0.028020657598972324 0.015200819820165636 0.00747153488919139 0.00064626874518580746 0.0011615398107096555 0.0023699469165876512 0.0005893622583243997 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -2 8 9 -8 -11
right_child=2 -3 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=-2.3680106252140228e-05 0.00078668927330807228 -0.0015056055237475262 0.0012041723904105321 -0.0015981118880776973 0.0014763595778178179 -5.1948098660104471e-05 0.00016380330628078452 0.001032959153451462 0.00019164990067428825 -9.4536842778774683e-05 -0.0020356077888486739
leaf_weight=8080.367524266243 200.01561224460602 50.140906691551208 75.031030178070068 46.810669898986816 126.09466099739075 99.265411853790283 182.89604127407074 122.67074680328369 346.7333859205246 81.223116755485535 148.75057673454285
leaf_count=4013 67 29 11 26 57 49 92 62 183 57 134
internal_value=0 -3.28376e-05 0.000186523 0.000130065 0.000192047 0.000803454 6.4674e-05 -9.90808e-05 -0.000282009 -0.000679745 -0.00135039
internal_weight=0 8130.51 1429.49 1354.46 1307.65 225.36 1082.29 882.274 759.603 412.87 229.974
internal_count=4780 4042 738 727 701 106 595 528 466 283 191
is_linear=0
shrinkage=0.06


Tree=775
num_leaves=12
num_cat=0
split_feature=63 1 54 92 92 3 71 17 44 147 129
split_gain=0.0155589 0.0380299 0.0881164 0.039071 0.0903594 0.0645117 0.10669 0.0604739 0.0541039 0.0655852 0.104174
threshold=0.00042089859198313212 0.036783467978239066 0.00073092587990686308 0.0014427106943912806 0.0041444667149335155 0.0011980500421486797 0.0068083447404205808 0.0021592099219560628 0.0020932231564074759 0.0022975050378590827 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 6 -5 8 9 10 -1
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00023898117800165645 -3.8779009842571246e-05 0.00072319384613780328 -0.003288687519965004 -0.0055476794489365579 0.00023480219286137801 -0.00020477570909186726 -0.0010237882055762874 -0.0020002204941024669 0.0011380551163799946 -0.00038767473036466167 0.002607951237678291
leaf_weight=311.02350533008575 7610.1343448162079 42.464031577110291 36.632604718208313 27.751973271369934 581.80313694477081 91.401181936264038 57.724104404449463 35.522525787353516 340.3539445400238 340.16658973693848 85.021740555763245
leaf_count=167 3743 14 33 25 322 50 52 32 153 169 20
internal_value=0 0.000151181 -0.00113666 0.000205689 -0.00012628 -0.00131345 -0.00249735 0.000432153 0.00051259 0.00022332 0.000748074
internal_weight=0 1949.87 79.0966 1870.77 758.68 176.877 85.4761 1112.09 1076.57 736.212 396.045
internal_count=4780 1037 47 990 449 127 77 541 509 356 187
is_linear=0
shrinkage=0.06


Tree=776
num_leaves=12
num_cat=0
split_feature=10 149 149 128 61 144 79 73 147 149 78
split_gain=0.016476 0.061831 0.0894624 0.0862224 0.0949928 0.0839239 0.111197 0.0910441 0.07795 0.123983 0.0929921
threshold=0.0023699469165876512 0.00060774214216507982 0.010180860292166473 0.0005375427135732026 0.0037758676335215573 0.0017376682371832433 0.00017767510871635753 0.0010585968848317864 0.0053125319536775359 0.00042089859198313212 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 -1 10 -10 -8
right_child=-2 2 -4 -5 -6 -7 8 -9 9 -11 -12
leaf_value=-0.00014037404355410121 6.5057924569686867e-05 -0.00167993910336885 0.00037321940936629259 -0.000268508480867569 0.0008884958213865831 -0.00029545407132200354 0.00090206428254191592 -0.0032145792471915636 0.00088001397679250476 0.0036084758601214136 -0.00072880627922990463
leaf_weight=254.40947985649109 5680.4752594232559 366.24641966819763 437.21184372901917 836.77468121051788 60.318971872329712 980.36362278461456 368.85533702373505 40.056518912315369 267.08873510360718 77.251188039779663 190.94762599468231
leaf_count=116 3088 241 216 390 22 390 114 28 87 13 75
internal_value=0 -9.53476e-05 -0.000366478 -0.00062248 -0.00131662 0.00011626 0.000453005 -0.000559511 0.000782792 0.001493 0.000345747
internal_weight=0 3879.52 1700.55 1263.34 426.565 2178.97 1198.61 294.466 904.143 344.34 559.803
internal_count=4780 1692 869 653 263 823 433 144 289 100 189
is_linear=0
shrinkage=0.06


Tree=777
num_leaves=12
num_cat=0
split_feature=146 44 32 0 29 106 39 79 63 143 92
split_gain=0.0174118 0.0321368 0.115225 0.135782 0.122656 0.117709 0.094122 0.0906305 0.0766698 0.0670136 0.0644724
threshold=0.0010263677686452868 0.00017767510871635753 0.0036604277556762104 0.0030382014811038975 0.0032328735105693345 0.000490355829242617 0.0012745757703669371 0.0066005610860884198 0.0030382014811038975 0.0034400182776153092 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4 -8 -6 10 -5
right_child=1 -3 6 9 8 -7 7 -9 -10 -11 -12
leaf_value=0.00018758532663347291 -0.0017712417441434595 9.90242305488795e-06 -0.00058220929404933629 -0.0016905622787062652 -0.0033505968679702395 0.0010808371098655666 -0.0057238969264907782 -0.0011668196060650149 -6.3308634261523498e-06 0.0010485760306150566 0.000619960165163275
leaf_weight=1501.0046912431717 90.291103005409241 7067.3572753667831 83.72430682182312 77.892879962921143 94.450386524200439 122.85810160636902 34.412446856498718 28.955729603767395 33.396045327186584 327.50138437747955 98.155332922935486
leaf_count=762 49 3537 35 54 77 46 31 18 22 101 48
internal_value=0 -3.49802e-05 -0.000354825 -8.48185e-05 -0.00100916 -0.000127582 -0.00190398 -0.00364669 -0.0024777 0.000541205 -0.000402714
internal_weight=0 8058.99 991.638 844.545 340.996 213.149 147.092 63.3682 127.846 503.55 176.048
internal_count=4780 4018 481 397 194 95 84 49 99 203 102
is_linear=0
shrinkage=0.06


Tree=778
num_leaves=12
num_cat=0
split_feature=51 78 21 109 75 12 75 131 117 99 141
split_gain=0.0160916 0.04773 0.0343042 0.0368366 0.0360134 0.0211472 0.0197726 0.023514 0.0263741 0.0197383 0.0624447
threshold=0.027182282879948619 0.037906534969806678 0.00066645268816500913 0.01884530205279589 0.00017767510871635753 0.0033348383149132137 0.00077738583786413084 0.0033348383149132137 0.0063990866765379914 0.017188700847327713 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 6 -2 -6 -4 8 -8 -1 -11
right_child=1 -3 3 -5 5 -7 7 -9 -10 10 -12
leaf_value=-4.7439269067778723e-05 0.00089871987253508647 -0.0014816130657993316 0.0022369328214148776 -0.00060238221519678622 -0.0020725197332852057 0.00022387517752843223 0.001498930762777718 0.002086466639676193 -0.00094658663944883483 0.00081597870569656095 -0.00013319641754427005
leaf_weight=8129.4920294284821 56.98873507976532 43.386755704879761 70.403359651565552 37.836361050605774 37.74268364906311 23.311657547950745 30.159485936164856 39.040117383003235 33.302367925643921 402.70571947097778 655.63041079044342
leaf_count=4033 19 31 23 26 34 21 11 19 30 193 340
internal_value=0 0.00038668 0.000633598 0.00109211 -0.000185213 -0.00119678 0.00146304 0.000929838 0.000216146 -1.57078e-05 0.000228016
internal_weight=0 372.172 328.785 210.742 118.043 61.0543 172.905 102.502 63.4619 9187.83 1058.34
internal_count=4780 214 183 109 74 55 83 60 41 4566 533
is_linear=0
shrinkage=0.06


Tree=779
num_leaves=12
num_cat=0
split_feature=88 92 132 124 132 58 132 60 46 44 30
split_gain=0.0159402 0.0521454 0.0598877 0.0367124 0.0222593 0.0484533 0.108893 0.0551165 0.0568509 0.052797 0.0909054
threshold=0.1242329850792885 0.013860232196748258 0.0062037324532866487 0.02129978779703379 0.0042751494329422721 0.001792412775103003 0.0098710241727530974 0.0033348383149132137 0.015200819820165636 0.00057154725072905432 0.014740333426743748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 9 -7 -9 10 -6
right_child=1 -3 -4 -5 5 7 -8 8 -10 -11 -12
leaf_value=2.0754302701390505e-05 -0.0030052502420720622 0.0018989966074355329 0.00080649346721054372 -9.5452561631080937e-05 -0.0058672226899789855 0.00056754068834151536 -8.1115405696477577e-05 -0.0029694670577578033 0.00032085400240970907 -0.0011119076703753007 -0.0012020412883734465
leaf_weight=8277.1325272321701 31.082210063934326 67.166800260543823 102.87668085098267 31.269564867019653 26.641894340515137 334.52251768112183 445.45078325271606 35.522525787353516 40.243873715400696 133.58418130874634 34.506124258041382
leaf_count=4166 28 12 28 12 24 172 183 32 12 88 23
internal_value=0 0.000490697 -8.25909e-05 -0.00154847 -1.22666e-05 -0.00027243 -0.000598617 0.000236547 -0.00122367 -0.00178175 -0.0032409
internal_weight=0 232.395 165.228 62.3518 9327.6 1050.47 640.183 410.289 75.7664 194.732 61.148
internal_count=4780 80 68 40 4700 534 318 216 44 135 47
is_linear=0
shrinkage=0.06


Tree=780
num_leaves=12
num_cat=0
split_feature=146 146 93 113 113 93 19 17 112 28 7
split_gain=0.0156054 0.0360381 0.0747158 0.110032 0.130686 0.0851838 0.0847011 0.114247 0.104219 0.171374 0.144072
threshold=0.0010263677686452868 0.0041444667149335155 0.00017767510871635753 0.00050559637020342063 0.00068727668258361529 0.00096484774257987748 0.0046923852059990176 0.0021592099219560628 0.00017767510871635753 0.004017772153019906 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 8 -8 9 -4 -10
right_child=1 2 3 4 -6 -7 7 -9 10 -11 -12
leaf_value=0.00017758067874322047 -0.00019757478347651213 0.00041836154541569244 -0.0042058750999119888 0.0026570123238898406 -6.8391563166894469e-05 0.00055985912511542714 0.00037613617808613157 -0.0022856369303122432 0.00058314693308798924 0.00010881233970990065 -0.0033260445131943327
leaf_weight=1501.0046912431717 3007.0913901329041 1508.7096661329269 93.340307593345642 100.65652298927307 2534.7176803350449 226.65750658512115 293.63695204257965 72.248807907104492 123.96818053722382 51.344663023948669 46.623315095901489
leaf_count=762 1569 583 76 26 1386 91 119 57 47 22 42
internal_value=0 -3.31236e-05 6.47662e-05 -8.5804e-05 7.73212e-05 0.0012054 -0.000771116 -0.000149946 -0.00149172 -0.0026757 -0.000486573
internal_weight=0 8058.99 5051.9 3543.19 2862.03 327.314 681.162 365.886 315.276 144.685 170.591
internal_count=4780 4018 2449 1866 1503 117 363 176 187 98 89
is_linear=0
shrinkage=0.06


Tree=781
num_leaves=12
num_cat=0
split_feature=81 29 79 47 58 68 19 97 29 34 5
split_gain=0.0155635 0.0935082 0.0736266 0.0701892 0.0610864 0.0957893 0.0538032 0.045498 0.0728644 0.0985479 0.10375
threshold=0.0079489401541650313 0.027182282879948619 0.00017767510871635753 0.00096484774257987748 0.004017772153019906 0.0068083447404205808 0.002945306478068233 0.04273676127195359 0.0087224207818508166 0.017724351026117805 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -3 8 -4 10 -10
right_child=1 4 7 -5 5 -7 -8 -9 9 -11 -12
leaf_value=5.0807461168713653e-05 -0.00019138428191039545 -0.0013746084891754955 -5.6779541568878081e-05 -0.0034599236470940244 0.0030693424807370106 0.00010582782036653772 0.00080281651459498341 0.0011103567993328569 -0.0022839666042251414 3.9849761030434909e-05 0.00051824535013993264
leaf_weight=6633.5412460565567 45.794268369674683 61.335373401641846 1894.1084598302841 48.843472957611084 83.911661624908447 73.733596444129944 121.84170007705688 95.106128334999084 209.06954860687256 231.19149971008301 61.522728204727173
leaf_count=3510 17 31 817 44 19 26 37 21 156 87 15
internal_value=0 -0.000115298 -0.000238442 -0.00188018 0.000818724 0.0016842 7.3371e-05 -0.000175996 -0.000227103 -0.00086989 -0.00164689
internal_weight=0 2926.46 2585.64 94.6377 340.822 157.645 183.177 2491 2395.89 501.784 270.592
internal_count=4780 1270 1157 61 113 45 68 1096 1075 258 171
is_linear=0
shrinkage=0.06


Tree=782
num_leaves=12
num_cat=0
split_feature=107 93 90 138 76 81 60 4 129 54 42
split_gain=0.016263 0.0278757 0.0301948 0.01719 0.0561177 0.103364 0.0977111 0.105739 0.0551338 0.116226 0.0866608
threshold=0.048151826485991485 0.0028552538715302949 0.00043393640953581786 0.00039601318712811922 0.0011615398107096555 0.00899649551138282 0.00073092587990686308 0.00096484774257987748 0.0038949446752667431 0.0084566329605877417 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 8 6 -6 -8 9 -1 -11
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=-0.00029170697089736367 -0.0017788226428311462 0.0014068236161252313 0.00073922270201411881 6.5974009887262045e-05 0.0001380141499890322 -0.0039592660591147551 -9.1866326274384644e-05 -0.0037551322388707604 0.00061076196808045903 0.0014953621502975323 0.00012758661066586237
leaf_weight=2736.1244037151337 27.751973271369934 77.799202561378479 44.496834635734558 5016.1000442504883 271.70235574245453 33.302367925643921 55.691301345825195 57.724104404449463 434.53734874725342 235.81917023658752 568.95057678222656
leaf_count=1430 25 62 32 2441 172 30 34 52 157 75 270
internal_value=0 0.00061948 -0.000229122 -9.92427e-06 -9.65706e-05 -0.000757428 -0.000479599 -0.00195799 -2.69971e-05 -0.000105278 0.000528518
internal_weight=0 150.048 72.2488 9409.95 4393.85 418.42 385.118 113.415 3975.43 3540.89 804.77
internal_count=4780 119 57 4661 2220 288 258 86 1932 1775 345
is_linear=0
shrinkage=0.06


Tree=783
num_leaves=12
num_cat=0
split_feature=110 100 149 148 19 1 46 94 88 120 5
split_gain=0.0156338 0.029094 0.0232965 0.0274753 0.026156 0.0234335 0.031713 0.0253722 0.0227457 0.0199009 0.0369574
threshold=0.015675474889576439 0.00017767510871635753 0.012636432424187662 0.010180860292166473 0.00060774214216507982 0.00062670491752214741 0.0045489775948226461 0.0014427106943912806 0.0028552538715302949 0.00064626874518580746 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 4 -4 -3 8 7 -7 -6 -1 -11
right_child=1 2 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=-5.1857408683473573e-05 -0.00093855265564925531 0.0014495397484754679 -0.001578031460358962 0.00076012991021316169 0.00044427280697930971 0.00018730762175496292 0.00048599025455246298 -0.0021322217381258162 0.0020197757919747338 0.0006625919100055964 -7.0276494461217633e-05
leaf_weight=7943.2657513618469 61.241696000099182 101.57924711704254 41.072920441627502 32.192288994789124 118.2304310798645 30.065808534622192 122.67074680328369 38.852762579917908 45.700590968132019 418.6215341091156 606.50590562820435
leaf_count=3938 39 43 37 29 58 19 62 35 25 175 320
internal_value=0 0.000298674 0.000441688 -0.000551022 0.000600888 0.000358072 -9.25469e-05 -0.00112152 0.000884454 -1.97481e-05 0.000229033
internal_weight=0 591.606 530.365 73.2652 457.1 355.52 191.589 68.9186 163.931 8968.39 1025.13
internal_count=4780 347 308 66 242 199 116 54 83 4433 495
is_linear=0
shrinkage=0.06


Tree=784
num_leaves=12
num_cat=0
split_feature=9 8 140 50 92 72 86 53 81 92 19
split_gain=0.0148183 0.0423811 0.055031 0.0735086 0.0913824 0.055202 0.0521931 0.0501642 0.0489505 0.0573919 0.0452937
threshold=0.0012357163941487672 0.014293605927377941 0.021960759535431865 0.05109804309904576 0.00082683752407319855 0.0012357163941487672 0.00080172589514404546 0.0011980500421486797 0.0015833032084628942 0.021960759535431865 0.034632634371519096
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 -4 -3 -2 -10 -9
right_child=1 7 6 4 -6 -7 -8 10 9 -11 -12
leaf_value=-3.7204774312391086e-05 0.00084418925153273558 0.00030639203558785287 -0.00014834691591299943 0.0037266222945247403 0.00073494433746702965 0.00034110400458389056 -0.002374209559205948 -0.00082873911848627049 -0.0007514682869800088 -0.0041960801744085272 -0.0036342687423134338
leaf_weight=7662.9497464895248 34.599801659584045 101.67292451858521 181.78596234321594 48.108103632926941 155.05039060115814 1139.0112324953079 47.82707142829895 81.223116755485535 54.487545013427734 25.531815409660339 27.751973271369934
leaf_count=3831 15 35 91 11 75 541 35 57 41 23 25
internal_value=0 0.000150093 0.000250331 0.000386409 0.00144486 0.000214779 -0.000612813 -0.000652129 -0.00103976 -0.00185441 -0.00154588
internal_weight=0 1897.05 1686.4 1456.79 203.158 1253.63 229.613 210.648 114.619 80.0194 108.975
internal_count=4780 949 832 706 86 620 126 117 79 64 82
is_linear=0
shrinkage=0.06


Tree=785
num_leaves=12
num_cat=0
split_feature=112 31 101 70 119 60 56 76 5 95 58
split_gain=0.015169 0.0266467 0.0777563 0.0815353 0.0954553 0.0577131 0.060631 0.0885847 0.0463211 0.0435202 0.0434106
threshold=0.0033348383149132137 0.00093549740267917525 0.0087224207818508166 0.0041444667149335155 0.00050559637020342063 0.004017772153019906 0.0003614811430452392 0.0003614811430452392 0.0014881226234138014 0.00899649551138282 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 5 9 8 -7 -8 -4 -5 -1
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=0.0002339279980391313 0.00022181424468598011 0.00025570119984762591 -0.00079964431625859078 -0.0023458820654589834 0.0026318131425909445 0.00018875395578897382 -0.0034668018782792309 -0.00023549360218775935 -0.0038065213082365545 0.00067048136427369574 -0.0001845626757983276
leaf_weight=1111.3669865131378 994.03117978572845 2461.5601981878281 32.192288994789124 32.192288994789124 53.752175688743591 144.04327869415283 53.283788681030273 71.419761180877686 43.293078303337097 36.81995952129364 4526.0446990728378
leaf_count=411 564 1215 29 29 8 57 48 32 39 17 2331
internal_value=0 -2.57855e-05 0.000121036 -0.000588691 0.000738449 -0.00106207 -0.000649834 -0.00161785 -0.00252693 -0.000737926 -0.000102058
internal_weight=0 8565.97 2928.56 466.997 122.764 344.232 268.747 124.704 75.4854 69.0122 5637.41
internal_count=4780 4216 1474 259 54 205 137 80 68 46 2742
is_linear=0
shrinkage=0.06


Tree=786
num_leaves=12
num_cat=0
split_feature=99 19 115 73 146 94 81 97 92 58 84
split_gain=0.0158904 0.0395612 0.0427751 0.0402097 0.0339684 0.0313236 0.028136 0.0268508 0.0476679 0.039788 0.0263799
threshold=0.017188700847327713 0.011880517937242987 0.010829726699739696 0.0036604277556762104 0.0028552538715302949 0.0010918468469753864 0.0053125319536775359 0.00082683752407319855 0.00099512818269431613 0.0020932231564074759 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -3 -2 -4 9 -9 -6 -7
right_child=1 4 6 -5 7 10 -8 8 -10 -11 -12
leaf_value=-2.7766745206570346e-05 -0.00098562420907323165 -0.0019197567975488313 0.0001160947167901858 0.0016528355911867364 0.0010273771524917708 0.00078383545020995881 -0.001977382051851711 0.00031965029838444616 -0.0027204174417118127 -0.00050293244314916134 -0.00041993981233473608
leaf_weight=8471.6914222240448 51.157308220863342 41.072920441627502 59.115215539932251 117.30770695209503 114.99387168884277 382.81797611713409 37.836361050605774 40.150196313858032 34.412446856498718 130.44129931926727 79.00295889377594
leaf_count=4220 38 37 29 41 47 167 26 20 31 69 55
internal_value=0 0.000215772 0.00047065 0.000651127 -0.000297568 0.000421779 -0.000702102 -8.88195e-05 -0.00108518 0.000214191 0.000577861
internal_weight=0 1088.31 727.238 630.286 361.071 512.978 96.9516 319.998 74.5626 245.435 461.821
internal_count=4780 560 356 301 204 260 55 167 51 116 222
is_linear=0
shrinkage=0.06


Tree=787
num_leaves=12
num_cat=0
split_feature=68 4 63 80 58 144 74 34 150 77 65
split_gain=0.0155954 0.0536848 0.0554236 0.0704212 0.0640988 0.0695594 0.0887766 0.0924608 0.0709585 0.0585688 0.0687741
threshold=0.0017376682371832433 0.0005375427135732026 0.00085274505545385193 0.00075379351619631063 0.044033329933881767 0.0038949446752667431 0.00017767510871635753 0.0035485138650983576 0.0028552538715302949 0.00044738779251929378 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 9 8 -8 -7 -5 -11
right_child=1 2 3 4 -6 6 7 -9 -10 10 -12
leaf_value=-9.9354852553282025e-05 0.00032274074697974804 -0.00047342534954168084 -0.0012820894958990943 0.00056162541965935247 0.0015106013054337446 0.0003600775014766756 -0.0017751966097727138 0.00045670925658658208 0.0021379112807932534 -0.00040026452867179173 0.00064574888331972034
leaf_weight=3567.7514996528625 1899.0686902999878 919.37485921382904 135.52330696582794 390.30749642848969 113.97747015953064 151.62647640705109 85.663432478904724 302.42390608787537 173.09268569946289 1556.5086377859116 264.68122243881226
leaf_count=1589 1064 521 114 198 38 80 61 135 67 812 101
internal_value=0 5.90908e-05 -6.32369e-05 5.5596e-05 0.000115304 6.08713e-05 0.000576264 -3.6275e-05 0.00130812 -0.000105268 -0.000248216
internal_weight=0 5992.25 4093.18 3173.8 3038.28 2924.3 712.807 388.087 324.719 2211.5 1821.19
internal_count=4780 3191 2127 1606 1492 1454 343 196 147 1111 913
is_linear=0
shrinkage=0.06


Tree=788
num_leaves=12
num_cat=0
split_feature=112 99 18 74 77 5 18 128 92 39 9
split_gain=0.0143697 0.0199167 0.0190136 0.0452227 0.0854775 0.0689889 0.0968874 0.119166 0.0741506 0.113858 0.0627552
threshold=0.0079489401541650313 0.023343417793512348 0.00047558375808876013 0.00093549740267917525 0.010500331409275534 0.0016846025246195497 0.0021592099219560628 0.00039601318712811922 0.0060143163427710542 0.0014881226234138014 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 10 6 8 -8 9 -6 -4
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-9.1772535413535774e-05 0.00022806402868048772 0.0018304702814745085 0.00040932759010208701 0.00046328605049759583 0.00067181548603222605 -0.0030737866998315887 0.00086577685522905995 -0.0037544143199911401 0.0011048142791162232 -0.0040757630995000979 -0.00016683869155238062
leaf_weight=5163.553187251091 391.68455767631531 29.972131133079529 1205.0679538249969 876.47054040431976 43.574110507965088 46.623315095901489 30.159485936164856 59.944262266159058 118.60514068603516 31.082210063934326 1563.262788772583
leaf_count=2590 272 27 552 353 15 42 11 54 26 28 810
internal_value=0 0.000342373 -1.584e-05 8.28018e-05 -2.48432e-05 -0.000937487 -0.000585032 -0.0022087 0.000172717 -0.00130759 8.3975e-05
internal_weight=0 421.657 9138.34 3974.79 3098.32 329.989 283.365 90.1037 193.261 74.6563 2768.33
internal_count=4780 299 4481 1891 1538 176 134 65 69 43 1362
is_linear=0
shrinkage=0.06


Tree=789
num_leaves=12
num_cat=0
split_feature=94 63 68 68 141 95 110 53 137 27 75
split_gain=0.0159146 0.0209148 0.0204613 0.0641779 0.0855002 0.0887848 0.0840456 0.0581304 0.0467576 0.0665669 0.077311
threshold=0.055838862434029586 0.00244467705488205 0.0017376682371832433 0.0020292587578296666 0.0016331639490090313 0.00039601318712811922 0.00017767510871635753 0.0042751494329422721 0.00044738779251929378 0.00077738583786413084 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 5 -4 -6 -7 -1 10 -10
right_child=1 -3 3 -5 6 7 -8 -9 9 -11 -12
leaf_value=-0.00030900449473742316 0.00078341399456710494 -0.0004564714148823821 0.0037320762030572342 2.6554475781265565e-06 -0.0019787734420202954 -0.00063835727225409567 0.00073460675539385365 0.0020685552155191235 -0.00054585714593507367 -2.2849786645897467e-05 0.0020819025774813861
leaf_weight=2060.0582350492477 191.04130339622498 65.775689125061035 56.98873507976532 5568.2636100053787 56.707702875137329 52.361064553260803 148.48359441757202 62.63280713558197 60.131617069244385 1115.6199474334717 121.93537747859955
leaf_count=1015 67 35 19 2995 43 31 61 16 38 431 29
internal_value=0 0.000465802 -1.2903e-05 5.39673e-05 0.000811288 0.00179761 -1.58753e-05 0.000836512 -0.000131306 0.000150791 0.0012142
internal_weight=0 256.817 9303.18 5945.44 377.174 171.983 205.191 114.994 3357.75 1297.69 182.067
internal_count=4780 102 4678 3165 170 66 104 47 1513 498 67
is_linear=0
shrinkage=0.06


Tree=790
num_leaves=12
num_cat=0
split_feature=51 24 47 124 131 62 4 116 80 38 23
split_gain=0.0145219 0.0396847 0.0405517 0.0223139 0.0346555 0.0179126 0.0406916 0.0490595 0.0670144 0.0811619 0.0752149
threshold=0.027182282879948619 0.0081988852471113222 0.0011980500421486797 0.0022272822679951791 0.0011261500185355546 0.0011980500421486797 0.0011615398107096555 0.0016846025246195497 0.0072436286136507997 0.0005375427135732026 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 -7 -8 10 -10 -9
right_child=1 -3 3 4 -6 6 7 8 9 -11 -12
leaf_value=-5.2386164730313404e-05 -0.0012273394697446521 -0.0015708523271623271 0.0011819549266333005 -0.0014987283177747412 0.00085452874550122002 -0.00025920670350054129 0.0010287616463135769 4.8017907704501133e-05 0.0015036074998922451 -0.00054413431321032003 -0.0019292871567135233
leaf_weight=7656.3970001935959 39.962841510772705 34.412446856498718 195.3879417181015 33.302367925643921 69.105925917625427 519.53098952770233 305.75414288043976 311.02350533008575 198.99921071529388 107.12964177131653 88.993669271469116
leaf_count=3720 36 31 79 30 38 371 138 167 58 48 64
internal_value=0 0.000367341 0.00056522 0.000806104 8.85526e-05 -1.49178e-05 0.000172397 0.000393995 0.000119041 0.000787058 -0.000392255
internal_weight=0 372.172 337.759 297.796 102.408 9187.83 1531.43 1011.9 706.146 306.129 400.017
internal_count=4780 214 183 147 68 4566 846 475 337 106 231
is_linear=0
shrinkage=0.06


Tree=791
num_leaves=12
num_cat=0
split_feature=63 39 113 116 47 102 73 61 112 34 124
split_gain=0.0152703 0.0462052 0.0865942 0.11636 0.112957 0.0798588 0.114839 0.0726527 0.0713036 0.0679397 0.0571843
threshold=0.00042089859198313212 0.00017767510871635753 0.0084566329605877417 0.00017767510871635753 0.0014427106943912806 0.0028552538715302949 0.0017376682371832433 0.010500331409275534 0.00244467705488205 0.013032016810029747 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 9 -5 -7 -8
right_child=1 -3 -4 5 -6 7 10 -9 -10 -11 -12
leaf_value=0.00014977278998346057 -0.0057423421934833189 1.096295675449478e-05 0.0011103339801071521 -0.0017391934138929813 -0.00086226994732900976 -0.0042454216230773285 0.001720297898578837 -0.00036779469055713199 0.00053026872491525919 -0.00049708894390699306 -0.00036271577566370064
leaf_weight=1949.8653388023376 31.082210063934326 6846.4515681266785 105.92588543891907 149.21896374225616 37.836361050605774 49.953551888465881 133.12984418869019 81.410471558570862 74.749997973442078 26.7355717420578 73.63991904258728
leaf_count=1037 28 3338 55 94 26 45 31 41 35 16 34
internal_value=0 -3.84168e-05 -0.000481052 -0.00073746 -0.00306831 -0.000464179 -4.07474e-05 -0.00161705 -0.000981858 -0.00294102 0.000978627
internal_weight=0 7610.13 763.683 657.757 68.9186 588.838 430.739 158.1 223.969 76.6891 206.77
internal_count=4780 3743 405 350 54 296 194 102 129 61 65
is_linear=0
shrinkage=0.06


Tree=792
num_leaves=12
num_cat=0
split_feature=146 19 24 75 80 97 63 88 137 3 60
split_gain=0.0142605 0.0267377 0.0604213 0.0773205 0.0700126 0.0700367 0.0689396 0.0623913 0.0670019 0.0481732 0.0480029
threshold=0.0010263677686452868 0.00046126570669002836 0.019431582652032379 0.0054799309000372895 0.0016846025246195497 0.0079489401541650313 0.0042751494329422721 0.0017376682371832433 0.000490355829242617 0.0015833032084628942 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 9 -9 10 -2
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00016975755270251395 -0.00058434507501010208 8.5804752480524502e-06 0.0018236115487519379 -0.0026352304206208456 -0.0039762506084920091 0.001102509806910523 0.00036841254212539024 0.0014158802033593656 -0.00071872904999532026 -0.0021866290041089235 0.0011752956929724505
leaf_weight=1501.0046912431717 359.67962348461151 7096.7813919782639 44.684189438819885 86.679834008216858 33.302367925643921 43.574110507965088 40.243873715400696 150.98478448390961 81.410471558570862 55.691301345825195 65.963043928146362
leaf_count=762 227 3515 16 70 30 15 12 39 41 34 19
internal_value=0 -3.16631e-05 -0.000328449 -0.000433442 -0.00146389 -0.000971118 -0.00168332 -0.000139043 0.000668117 -0.000528809 -0.000311437
internal_weight=0 8058.99 962.214 917.529 203.8 170.498 126.924 713.729 232.395 481.334 425.643
internal_count=4780 4018 503 487 127 97 82 360 80 280 246
is_linear=0
shrinkage=0.06


Tree=793
num_leaves=12
num_cat=0
split_feature=20 75 37 73 71 77 81 29 96 63 51
split_gain=0.0139504 0.0244232 0.0472312 0.0540548 0.042794 0.0579838 0.0324522 0.0714532 0.105413 0.161501 0.0770113
threshold=0.0042751494329422721 0.023343417793512348 0.0027679565828293566 0.020658296532928947 0.0022975050378590827 0.02636832278221846 0.0079489401541650313 0.027182282879948619 0.0023699469165876512 0.00073092587990686308 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 -1 8 10 -10 -8
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=2.2671349838820449e-05 0.00017281150318462557 0.00089625574362384652 -0.0013765915198165285 -0.0027182210235293124 0.00070655039368700608 9.6385167579306436e-05 -0.00047486706885764644 0.00066003843185755574 0.0024764017178677783 -0.00022610074876476164 -0.0017592198975513622
leaf_weight=5199.9843872785568 1429.4912526607513 384.39644205570221 53.283788681030273 46.623315095901489 79.377668499946594 60.412649273872375 449.70374417304993 274.85928761959076 85.021740555763245 1228.4732887744904 268.37211894989014
leaf_count=2736 738 128 48 42 23 14 203 94 20 565 169
internal_value=0 -3.04288e-05 0.00033019 0.000489727 -0.00034859 -0.00113101 -6.04152e-05 -0.000247732 -0.000370574 -5.09942e-05 -0.000955056
internal_weight=0 8130.51 624.094 570.81 186.414 107.036 7506.41 2306.43 2031.57 1313.5 718.076
internal_count=4780 4042 255 207 79 56 3787 1051 957 585 372
is_linear=0
shrinkage=0.06


Tree=794
num_leaves=12
num_cat=0
split_feature=67 128 91 141 46 39 72 140 1 143 102
split_gain=0.0148625 0.0443151 0.039124 0.043911 0.0369607 0.0456122 0.0366981 0.0464368 0.0379709 0.0304747 0.0263914
threshold=0.0044099434744566688 0.00017767510871635753 0.00087947337306104611 0.00899649551138282 0.00046126570669002836 0.0087224207818508166 0.0048403022810816774 0.00090704852482303988 0.00046126570669002836 0.0070226341485977182 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 6 -4 -6 9 8 -8 -3 -1
right_child=1 2 4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.00014343734610253886 0.002104506691797469 -0.00014704827230245954 0.0017802688064450887 -0.0020063964909147933 -0.00011826524729895014 0.0016843055205728742 -0.0016718182761723485 -0.0025853224824736016 0.00050757803547846181 0.0014997141854101398 -8.7823340759520172e-05
leaf_weight=2475.2558549642563 43.667787909507751 89.181024074554443 73.920951247215271 46.716992497444153 228.78398704528809 64.759287595748901 41.166597843170166 35.522525787353516 95.012450933456421 73.920951247215271 6292.0912724733353
leaf_count=1195 7 48 10 34 101 26 29 32 29 10 3259
internal_value=0 0.000248753 0.000140292 -0.000285259 0.000582078 0.000279842 -4.4572e-05 -0.000656624 -0.000151992 0.000599758 -2.25314e-05
internal_weight=0 792.653 748.985 381.521 367.464 293.543 334.804 171.702 136.179 163.102 8767.35
internal_count=4780 326 319 182 137 127 148 90 58 58 4454
is_linear=0
shrinkage=0.06


Tree=795
num_leaves=12
num_cat=0
split_feature=36 125 114 146 97 92 148 4 118 131 68
split_gain=0.0154341 0.0599291 0.0745711 0.0660614 0.0760019 0.0542326 0.0942208 0.0769752 0.104709 0.0601146 0.069269
threshold=0.0023699469165876512 0.012252715881913902 0.0012745757703669371 0.018276390619575981 0.0030382014811038975 0.00043393640953581786 0.00087947337306104611 0.0049928687512874612 0.01884530205279589 0.0013146653072908523 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 9 -7 8 -8 10 -2
right_child=1 2 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-3.9102087402620588e-05 0.00042526497353718583 -0.0023849516735159506 -0.001553896729728086 0.0019433867607764367 0.00035477522597053454 -0.0020932449459239231 0.00022268186374982852 -0.0013586078153919484 0.0024748888078495348 -9.8956598459251318e-05 0.0024120112184554329
leaf_weight=7571.5345146656036 119.43418741226196 63.368176460266113 132.47410237789154 46.90434730052948 173.18636310100555 65.494656920433044 942.05887472629547 98.061655521392822 80.581424832344055 132.75513458251953 134.14624571800232
leaf_count=3878 51 49 87 18 59 59 404 56 16 63 40
internal_value=0 0.000148726 -0.000491667 -0.000150798 -0.000472686 0.000318129 0.000117012 0.000246356 0.000400375 0.000935448 0.00147681
internal_weight=0 1988.47 415.933 352.565 305.66 1572.53 1186.2 1120.7 1022.64 386.336 253.58
internal_count=4780 902 213 164 146 689 535 476 420 154 91
is_linear=0
shrinkage=0.06


Tree=796
num_leaves=12
num_cat=0
split_feature=92 130 58 130 60 125 33 11 36 31 143
split_gain=0.0151595 0.0435614 0.0709213 0.0483096 0.0429544 0.0405168 0.0694021 0.0731013 0.0614983 0.0669217 0.0741332
threshold=0.0034400182776153092 0.0013560238294303419 0.0015349716995842757 0.0010585968848317864 0.079227816313505187 0.027182282879948619 0.00066645268816500913 0.00057154725072905432 0.0012357163941487672 0.00093549740267917525 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 8 7 -7 9 -1 -11
right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00028318033692798411 8.6641492239152609e-05 -0.0026642588764856008 0.00015433020898269583 0.0012405157291303964 -0.0013133371376481315 -0.0006775044357666967 1.5499545723836785e-05 -0.0034908384205331652 0.00033171394064307464 0.00086831608600039273 -0.00017246943278514422
leaf_weight=2698.8360571861267 3666.066087603569 53.471143484115601 80.300392627716064 135.35000205039978 97.138931393623352 94.825096130371094 224.24999392032623 51.157308220863342 1461.7912689447403 444.88871884346008 551.92468321323395
leaf_count=1453 1815 32 40 33 39 45 105 38 662 231 287
internal_value=0 9.02986e-05 -0.000973464 0.000127757 -6.32269e-05 -4.12351e-05 -0.000647434 -0.00166511 2.29326e-06 -0.000128013 0.000292085
internal_weight=0 3935.19 133.772 3801.42 5624.81 5527.67 370.232 145.982 5157.44 3695.65 996.813
internal_count=4780 1920 72 1848 2860 2821 188 83 2633 1971 518
is_linear=0
shrinkage=0.06


Tree=797
num_leaves=12
num_cat=0
split_feature=99 141 96 105 24 81 74 32 140 109 92
split_gain=0.0153469 0.0496353 0.0575346 0.0364665 0.0438258 0.0526422 0.0335443 0.0316688 0.032714 0.0220306 0.0250781
threshold=0.017188700847327713 0.0018488886416889729 0.0030382014811038975 0.0041444667149335155 0.0015833032084628942 0.0035485138650983576 0.000490355829242617 0.0042751494329422721 0.00244467705488205 0.004017772153019906 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 7 -5 -6 9 8 -3 10 -2
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-2.7280849422860652e-05 -0.00071120181838897829 -0.0023484402897170119 0.0004287008698606984 -0.0034562631075695997 0.0011553888863457054 -0.0022376656304937104 -0.00070922136686166573 0.00085932449683457702 -0.0002630384108384647 0.0014053211022891504 0.00088120397984322761
leaf_weight=8471.6914222240448 47.82707142829895 34.412446856498718 348.21817445755005 32.192288994789124 29.049407005310059 37.74268364906311 51.250985622406006 64.759287595748901 125.90730619430542 178.45572555065155 138.49288403987885
leaf_count=4220 35 31 152 29 10 34 30 26 73 88 52
internal_value=0 0.000212057 -0.000106705 -0.000681974 -0.00164114 -0.000762428 0.000727066 -0.000259616 -0.000711852 0.000929004 0.000472282
internal_weight=0 1088.31 672.282 324.063 98.9844 66.7921 416.027 225.079 160.32 364.776 186.32
internal_count=4780 560 355 203 73 44 205 130 104 175 87
is_linear=0
shrinkage=0.06


Tree=798
num_leaves=12
num_cat=0
split_feature=116 0 15 150 102 5 47 89 31 3 117
split_gain=0.0146033 0.0383221 0.066522 0.0829603 0.0477307 0.0437507 0.0436168 0.0430004 0.0440573 0.0547701 0.054284
threshold=0.012636432424187662 0.0087224207818508166 0.028020657598972324 0.0011615398107096555 0.0036604277556762104 0.00096484774257987748 0.0066005610860884198 0.00062670491752214741 0.0068083447404205808 0.00044738779251929378 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 7 -6 -5 8 9 10 -2
right_child=1 2 -4 6 5 -7 -8 -9 -10 -11 -12
leaf_value=-2.8995029535614588e-05 -0.0012610471946129613 0.0016750099164876565 0.0017285421696990326 -0.0013191759664227059 -0.0002980728666581622 -0.0021718856405189653 0.00022023732148206547 0.001071638329113053 0.0011256036482861363 -0.0020440138972379197 0.00067207300192990581
leaf_weight=8294.8937901258469 82.333195686340332 99.546444058418274 135.25632464885712 103.42469537258148 160.60078525543213 62.164420127868652 184.00612020492554 153.2049423456192 79.377668499946594 62.258097529411316 142.93319976329803
leaf_count=4182 58 25 41 77 80 56 93 41 23 48 56
internal_value=0 0.000189842 0.000583645 0.000183138 -8.70398e-05 -0.000821715 -0.000333948 0.000227724 -0.00012486 -0.00047035 -3.47141e-05
internal_weight=0 1265.11 522.234 386.977 742.872 222.765 287.431 520.107 366.902 287.524 225.266
internal_count=4780 598 236 195 362 136 170 226 185 162 114
is_linear=0
shrinkage=0.06


Tree=799
num_leaves=12
num_cat=0
split_feature=57 36 57 99 20 129 141 83 132 121 3
split_gain=0.0146997 0.0286851 0.0166437 0.0637964 0.0580092 0.0757342 0.0452673 0.0421117 0.0270352 0.0233066 0.0181735
threshold=0.0046923852059990176 0.00037263428384903824 0.0010585968848317864 0.00073092587990686308 0.0010263677686452868 0.00077738583786413084 0.0023699469165876512 0.011519505176693203 0.0010263677686452868 0.0053125319536775359 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 6 7 -6 -4 9 -7 -5 -1
right_child=1 -3 3 4 5 8 -8 -9 -10 -11 -12
leaf_value=-4.750788652166036e-05 -0.00026024491841942593 0.0011642507797704951 -0.00058491730850230173 -0.0016296836425698917 0.0025938855891801896 -0.0012619114449098239 -0.0039109069363364619 -0.0033357268885378663 0.00055468009568689775 0.00070998241279238497 0.0001446197138090159
leaf_weight=6618.6558828353882 94.918773531913757 109.53715443611145 30.065808534622192 29.972131133079529 49.218182563781738 50.047229290008545 28.862052202224731 25.531815409660339 71.513438582420349 31.17588746547699 2420.5013276338577
leaf_count=3440 37 34 19 27 12 37 26 23 24 20 1081
internal_value=0 0.000503124 -1.10335e-05 -0.00043872 -3.08146e-05 0.000610766 -0.00221781 -0.00129412 -0.000193644 -0.00043761 3.94098e-06
internal_weight=0 204.456 9355.54 316.387 257.459 170.779 58.9279 86.6798 121.561 61.148 9039.16
internal_count=4780 71 4709 188 143 73 45 70 61 47 4521
is_linear=0
shrinkage=0.06


Tree=800
num_leaves=12
num_cat=0
split_feature=14 24 10 77 104 142 142 88 148 4 141
split_gain=0.0144851 0.0459644 0.0520436 0.10384 0.119893 0.0719194 0.0945583 0.105209 0.078571 0.122024 0.0888514
threshold=0.00040826165059115743 0.001792412775103003 0.00050559637020342063 0.00082683752407319855 0.0037758676335215573 0.036783467978239066 0.027182282879948619 0.0020292587578296666 0.0012357163941487672 0.002945306478068233 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 9 -4 -10
right_child=-2 -3 3 4 -6 -7 -8 -9 10 -11 -12
leaf_value=0.00063418631501228244 -4.7449323174244058e-05 0.00036250987601640157 -0.00076138069223753507 -0.0027994733575789667 -0.00031651018054312542 -0.0021664520154082967 0.0025251040647510719 0.0013785566055131884 -0.00033812988504978135 -0.0051362354267441264 0.0019007825993967429
leaf_weight=264.58754503726959 6769.7483946084976 1372.4228900671005 162.35255610942841 113.32172834873199 182.9897186756134 50.140906691551208 57.082412481307983 156.2541469335556 325.17349922657013 26.641894340515137 79.283991098403931
leaf_count=109 3374 630 122 94 84 29 11 68 204 24 31
internal_value=0 0.000115003 -0.000124586 -0.00029871 -0.00126672 3.61203e-05 0.000173259 -6.12271e-06 -0.000370876 -0.00138048 0.000101115
internal_weight=0 2790.25 1417.83 1153.24 296.311 856.929 806.789 749.706 593.452 188.994 404.457
internal_count=4780 1406 776 667 178 489 460 449 381 146 235
is_linear=0
shrinkage=0.06


Tree=801
num_leaves=12
num_cat=0
split_feature=34 81 28 45 50 4 148 140 38 51 78
split_gain=0.0145755 0.0230513 0.0341571 0.0341057 0.0375132 0.0329236 0.0482112 0.0231626 0.0210805 0.0209483 0.0420698
threshold=0.02636832278221846 0.0058306583669036635 0.0026012937305495147 0.0087224207818508166 0.0045489775948226461 0.0010585968848317864 0.027182282879948619 0.0079489401541650313 0.00044738779251929378 0.027182282879948619 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 -5 6 -3 -4 -6 -1 -11
right_child=1 5 7 4 8 -7 -8 -9 -10 10 -12
leaf_value=-4.402232731921958e-05 0.0014795471837077108 -0.0028036164443516836 0.00030880768734254022 0.00076266853402196628 -0.0017694211029571764 0.00023550377252487201 -0.00022672225846020699 -0.0023948267120443563 0.00031022329050670521 0.00071992166883215936 -0.0013857213493230329
leaf_weight=8223.019691824913 138.58656144142151 33.302367925643921 23.311657547950745 184.00612020492554 39.962841510772705 432.1298360824585 120.26323413848877 22.201578617095947 31.17588746547699 273.09346687793732 38.946439981460571
leaf_count=4093 44 30 21 93 36 171 76 20 20 149 27
internal_value=0 0.000213744 0.000542265 0.000722186 0.000310394 -3.26815e-05 -0.000787011 -0.0010124 -0.00085888 -2.5709e-05 0.000456752
internal_weight=0 1024.94 439.245 393.731 255.145 585.695 153.566 45.5132 71.1387 8535.06 312.04
internal_count=4780 511 234 193 149 277 106 41 56 4269 176
is_linear=0
shrinkage=0.06


Tree=802
num_leaves=12
num_cat=0
split_feature=92 36 31 143 67 131 27 63 137 78 23
split_gain=0.0130336 0.0428434 0.0524283 0.0592907 0.0870284 0.0538433 0.0642969 0.0876054 0.0702249 0.0564791 0.051313
threshold=0.0034400182776153092 0.0012357163941487672 0.0046923852059990176 0.001792412775103003 0.0014427106943912806 0.00040826165059115743 0.00017767510871635753 0.0038949446752667431 0.00037263428384903824 0.0011980500421486797 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 8 -8 -1 -3
right_child=-2 10 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00026684304715771849 8.3720818305173654e-05 -8.974951403313287e-05 0.00036706115788418952 -0.00040323671596972357 -0.0020176816353858693 0.00089334472272025107 -0.0029939178084032411 0.00056919819211712248 0.00061906178727938379 0.0013822132374041287 0.00058841624708294788
leaf_weight=172.34326648712158 3935.1876257658005 942.60688924789429 571.07705724239349 2516.221048116684 61.148018598556519 349.32825338840485 78.815604090690613 75.953754305839539 25.625492811203003 131.92608785629272 699.76658570766449
leaf_count=131 1920 453 280 1337 47 153 71 28 15 38 307
internal_value=0 -5.86335e-05 -0.000164974 -0.000254047 0.000165321 0.000325601 -8.37079e-05 -0.000980923 -0.0021077 0.000448379 0.000199215
internal_weight=0 5624.81 3982.44 3411.36 895.14 833.992 484.664 180.395 104.441 304.269 1642.37
internal_count=4780 2860 2100 1820 483 436 283 114 86 169 760
is_linear=0
shrinkage=0.06


Tree=803
num_leaves=12
num_cat=0
split_feature=94 47 109 47 88 141 132 45 39 94 67
split_gain=0.0143329 0.0198339 0.0331207 0.0299976 0.0172146 0.0242483 0.0209043 0.0654716 0.0566217 0.0518946 0.0845349
threshold=0.055838862434029586 0.00096484774257987748 0.0021592099219560628 0.0011980500421486797 0.1242329850792885 0.0013986918493174019 0.0042751494329422721 0.0026833302108570938 0.0012745757703669371 0.0098710241727530974 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 -1 8 -8 10 -10
right_child=1 3 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=7.4894995154430178e-06 0.00076824165815500198 0.0018550838561864893 -0.0016279067079043462 0.00021274380515125355 -5.3215548732289009e-05 0.0011912179580824706 -9.9248785996225471e-05 0.00027924804242037408 -0.0024826575119120367 0.00032452844610923948 -0.00013215910780072963
leaf_weight=8040.3906328678131 45.794268369674683 62.726484537124634 37.836361050605774 110.45987856388092 126.18833839893341 101.76660192012787 297.06086623668671 436.93081152439117 156.70848405361176 59.208892941474915 84.928063154220581
leaf_count=4074 17 8 26 51 49 27 114 240 125 21 28
internal_value=0 0.000442051 -0.000316479 0.000808311 -1.2243e-05 0.000502619 -2.51809e-05 -0.000278997 -0.000686923 -0.00126698 -0.00165692
internal_weight=0 256.817 83.6306 173.186 9303.18 227.955 9075.23 1034.84 597.906 300.845 241.637
internal_count=4780 102 43 59 4678 76 4602 528 288 174 153
is_linear=0
shrinkage=0.06


Tree=804
num_leaves=12
num_cat=0
split_feature=146 122 11 27 149 145 92 23 80 145 108
split_gain=0.015177 0.0298726 0.0423229 0.0443365 0.0649077 0.0565978 0.0413117 0.0441379 0.0298339 0.0363674 0.0526649
threshold=0.0010263677686452868 0.00017767510871635753 0.0022272822679951791 0.00077738583786413084 0.0010263677686452868 0.0014427106943912806 0.0041444667149335155 0.013860232196748258 0.00075379351619631063 0.00080172589514404546 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 -4 7 -3 -1 -10 -11
right_child=-2 6 3 -5 -6 -7 -8 -9 9 10 -12
leaf_value=0.00037785987672990913 -3.2659013983349838e-05 -0.0004454326750173698 0.00028838414742180695 0.0015649621295123338 0.0012926696107426758 -0.0027408690069759488 0.00032625409406035098 -0.0028498344234571937 -0.0018545757737434294 -0.00039022418053355343 0.0019297590038543084
leaf_weight=499.28258645534515 8058.9949923753738 93.527662396430969 55.878656148910522 166.7132443189621 99.265411853790283 36.726282119750977 139.60296297073364 38.852762579917908 48.937150359153748 282.06777572631836 40.150196313858032
leaf_count=280 4018 60 18 37 49 25 53 35 36 149 20
internal_value=0 0.000175133 0.000301051 0.000849524 0.0002274 -0.000914651 -0.000393758 -0.00115273 7.50318e-05 -0.000332328 -0.000100632
internal_weight=0 1501 1229.02 358.584 191.87 92.6049 271.983 132.38 870.438 371.155 322.218
internal_count=4780 762 614 129 92 43 148 95 485 205 169
is_linear=0
shrinkage=0.06


Tree=805
num_leaves=12
num_cat=0
split_feature=112 81 127 42 145 141 39 1 28 96 12
split_gain=0.0144438 0.0218313 0.0294943 0.016247 0.0456563 0.0454789 0.0918808 0.11403 0.0564863 0.0881149 0.0565793
threshold=0.0079489401541650313 0.0063990866765379914 0.0012745757703669371 0.011519505176693203 0.010500331409275534 0.0023699469165876512 0.00017767510871635753 0.0098710241727530974 0.0053125319536775359 0.0023699469165876512 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 8 -7 -8 9 -5 -11
right_child=1 -3 -4 5 -6 6 7 -9 -10 10 -12
leaf_value=-2.8272094409463137e-05 0.00017801247775698373 -0.00038779044863238423 0.0014063926114266125 0.00023339190254610415 0.00048431484998232878 -0.0027091532033776929 5.0736702596671909e-06 -0.0033708871942191997 0.0020262763857224609 -0.002209144115621964 0.00043706799190968028
leaf_weight=7171.1847801208496 205.83298921585083 108.97509002685547 106.84860956668854 627.22269570827484 685.24188220500946 68.824893712997437 356.81777369976044 39.962841510772705 49.124505162239075 98.797024846076965 41.166597843170166
leaf_count=3388 145 82 72 371 302 62 184 36 20 89 29
internal_value=0 0.00034326 0.000598086 -1.58755e-05 1.64416e-05 -0.000213922 -0.000687053 -0.000335709 5.59927e-05 -7.04163e-05 -0.00143107
internal_weight=0 421.657 312.682 9138.34 7856.43 1281.92 465.606 396.781 816.311 767.186 139.964
internal_count=4780 299 217 4481 3690 791 282 220 509 489 118
is_linear=0
shrinkage=0.06


Tree=806
num_leaves=12
num_cat=0
split_feature=35 72 32 4 23 101 39 14 93 117 132
split_gain=0.0147799 0.0395845 0.130316 0.101745 0.0780654 0.0890491 0.0758216 0.0658449 0.0657442 0.0645851 0.0476012
threshold=0.00057154725072905432 0.00064626874518580746 0.0012357163941487672 0.0010585968848317864 0.036783467978239066 0.0042751494329422721 0.00052132029668428015 0.00062670491752214741 0.0028552538715302949 0.0015833032084628942 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 5 10 -7 -6 -5 -4 -2
right_child=1 -3 3 8 7 6 -8 -9 -10 -11 -12
leaf_value=0.00015582064010993235 -0.0013202523253654222 8.0051011166502317e-06 0.00026569897807914326 -0.0030131382416785043 0.0013407242308077956 -0.0054793590097302483 -0.0012867530433759763 -0.0012444737405531087 0.00081095690331390734 0.0029300539417385003 0.00057120749320639446
leaf_weight=1782.0560654401779 271.42132353782654 7042.3875243663788 56.895057678222656 32.192288994789124 83.817984223365784 32.192288994789124 30.065808534622192 61.335373401641846 32.379643797874451 77.157510638237 58.098814010620117
leaf_count=902 196 3466 27 29 27 29 19 31 13 21 20
internal_value=0 -3.57426e-05 -0.000454537 0.000858227 -0.000940231 -0.00138051 -0.00345997 0.000248229 -0.00109725 0.00180028 -0.000986691
internal_weight=0 7777.94 735.556 198.625 536.932 391.778 62.2581 145.153 64.5719 134.053 329.52
internal_count=4780 3878 412 90 322 264 48 58 42 48 216
is_linear=0
shrinkage=0.06


Tree=807
num_leaves=12
num_cat=0
split_feature=98 118 132 146 61 21 44 118 142 18 108
split_gain=0.0140409 0.0197892 0.0557732 0.0795568 0.0710915 0.0523063 0.0634002 0.087937 0.0776109 0.0585018 0.0740022
threshold=0.049604203552007682 0.0054799309000372895 0.0042751494329422721 0.00244467705488205 0.0019071503775194289 0.00077738583786413084 0.0098710241727530974 0.00017767510871635753 0.027182282879948619 0.00052132029668428015 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 9 -8 -9 -7 -11
right_child=-2 2 3 4 -6 6 7 8 -10 10 -12
leaf_value=-0.00027482650015267491 0.00025549521489232318 0.00029029676275705852 9.4045625387215821e-05 -0.0046512424890102298 -0.0008477506796583271 -2.1496537447003482e-05 0.00012335212078715745 -0.00063355595111571294 -0.0029423829557284711 0.0013047624504755704 0.00025850734137450077
leaf_weight=2670.6437966823578 716.0430600643158 1512.3068852424622 142.01047563552856 28.862052202224731 45.606913566589355 1805.5410279035568 734.5396922826767 463.01064145565033 59.021538138389587 315.19683873653412 1067.2167617082596
leaf_count=1274 354 659 39 26 33 1004 403 312 37 98 541
internal_value=0 -2.07259e-05 0.000161349 -0.000739187 -0.00232614 -6.49666e-05 6.11382e-05 -0.000299796 -0.000895108 0.00020341 0.000497136
internal_weight=0 8843.96 1728.79 216.479 74.469 7115.17 4444.53 1256.57 522.032 3187.95 1382.41
internal_count=4780 4426 757 98 59 3669 2395 752 349 1643 639
is_linear=0
shrinkage=0.06


Tree=808
num_leaves=12
num_cat=0
split_feature=146 146 81 133 147 18 23 115 62 81 32
split_gain=0.0135134 0.0298509 0.0648542 0.120254 0.0472991 0.0970125 0.0812407 0.0910722 0.0881451 0.0975094 0.114993
threshold=0.0010263677686452868 0.0041444667149335155 0.016668972559273246 0.0010263677686452868 0.0053125319536775359 0.00052132029668428015 0.017724351026117805 0.00244467705488205 0.0011980500421486797 0.0058306583669036635 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 8 9 10 -8
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.00016524985381543477 0.00040569226955699666 5.8267725623718694e-05 0.00027893121783777777 -0.0035507876291298148 -0.00093916343260627558 0.00015792063631725798 -0.0018524599328351339 0.00052450225639218584 0.00078283464959106772 -0.0038126850072576798 0.0005446928491461406
leaf_weight=1501.0046912431717 1049.3618214130402 5051.9036022424698 61.522728204727173 56.614025473594666 612.69799220561981 551.09563648700714 192.60571944713593 232.30157864093781 85.944464683532715 49.953551888465881 114.99387168884277
leaf_count=762 533 2449 15 51 366 262 125 88 37 45 47
internal_value=0 -3.08235e-05 -0.000180493 -0.00155781 -0.000124119 -0.000419688 7.52843e-05 -0.000437748 -0.000941774 -0.00135642 -0.000956416
internal_weight=0 8058.99 3007.09 118.137 2888.95 1163.79 1725.16 675.799 443.498 357.553 307.6
internal_count=4780 4018 1569 66 1503 628 875 342 254 217 172
is_linear=0
shrinkage=0.06


Tree=809
num_leaves=12
num_cat=0
split_feature=99 117 78 3 100 33 27 147 47 91 117
split_gain=0.0142352 0.0189107 0.0890259 0.0663547 0.182382 0.0575138 0.0535828 0.152632 0.0655045 0.100473 0.0842005
threshold=0.034632634371519096 0.0023699469165876512 0.037906534969806678 0.0013986918493174019 0.0037758676335215573 0.0036604277556762104 0.001792412775103003 0.0022975050378590827 0.0066005610860884198 0.00066645268816500913 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -4 8 -8 9 -1 -11
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.00014846606831029404 0.00028552443246837085 -9.3726996490174336e-06 -0.0048365135853870268 -0.00031092613870959654 2.9632858398979545e-06 -0.0015939115122542908 -0.001523275051638149 0.00012539173715905434 -0.00018148956499578739 0.00094226083468073327 0.0030915336939356455
leaf_weight=531.30157053470612 589.57368946075439 5582.9897181987762 57.724104404449463 320.27884638309479 101.67292451858521 30.065808534622192 241.44919240474701 1239.4007731676102 493.35748219490051 287.16383326053619 85.021740555763245
leaf_count=228 329 2887 52 143 35 19 169 494 307 97 20
internal_value=0 -1.88106e-05 -7.8681e-05 -0.000837635 -0.00172738 -0.00372908 0.000107947 -0.000143504 0.000374512 0.000678108 0.00143394
internal_weight=0 8970.43 6092.73 509.742 189.463 87.7899 2877.69 1480.85 1396.84 903.487 372.186
internal_count=4780 4451 3136 249 106 71 1315 663 652 345 117
is_linear=0
shrinkage=0.06


Tree=810
num_leaves=12
num_cat=0
split_feature=26 96 24 34 37 33 26 9 69 52 83
split_gain=0.0128777 0.0369431 0.0556906 0.0665513 0.0547672 0.0487093 0.03633 0.110822 0.100051 0.10773 0.0895553
threshold=0.00087947337306104611 0.0070226341485977182 0.011519505176693203 0.0060143163427710542 0.0053125319536775359 0.0020932231564074759 0.00039601318712811922 0.0012357163941487672 0.0005375427135732026 0.0070226341485977182 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 5 -4 -2 -3 -1 8 9 -8 -9
right_child=1 2 3 -5 -6 -7 7 10 -10 -11 -12
leaf_value=1.1831388883445298e-05 4.5828412962073692e-05 0.0024127113178169651 0.00083676157144272104 -0.0015644465665017621 -0.0023344888656950872 0.00063396150038928074 -0.0014106217656081211 0.0014679285462925993 -0.00057561509104326876 -0.0061173723728083452 -0.00095949902874364304
leaf_weight=7736.6037154197693 660.61874103546143 79.471345901489258 93.902372002601624 74.375288367271423 36.632604718208313 182.9897186756134 55.503946542739868 154.03398907184601 375.59543812274933 25.531815409660339 84.740708351135254
leaf_count=3768 393 15 28 67 33 84 50 66 209 23 44
internal_value=0 0.000190346 0.000627148 -0.000224822 -7.95469e-05 0.00117327 -2.55099e-05 -0.000440885 -0.000988528 -0.00289928 0.000606398
internal_weight=0 1127.99 430.739 168.278 697.251 262.461 8432.01 695.406 456.631 81.0358 238.775
internal_count=4780 620 194 95 426 99 4160 392 282 73 110
is_linear=0
shrinkage=0.06


Tree=811
num_leaves=12
num_cat=0
split_feature=110 18 120 100 137 47 77 19 59 100 150
split_gain=0.0138987 0.0201765 0.035303 0.0278144 0.0246807 0.0193245 0.0283817 0.0279108 0.0193942 0.0190939 0.0603405
threshold=0.015675474889576439 0.0037758676335215573 0.0011615398107096555 0.00017767510871635753 0.0012357163941487672 0.019431582652032379 0.00082683752407319855 0.00060774214216507982 0.0019672545604407792 0.00017767510871635753 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 5 7 8 -5 -7 -1 -11
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=0.0001337646571464037 -0.00093440556968696418 0.0014471728373383536 -0.0016807750235531061 0.0017315558514717176 0.0016284563678459812 -0.00027941737810312738 0.00062201555555187313 0.00024778804502089536 -0.0027255982801322083 -0.00077111464611773965 -2.304108599101708e-05
leaf_weight=2225.4084680080414 57.91145920753479 48.937150359153748 34.412446856498718 55.878656148910522 56.895057678222656 23.311657547950745 43.574110507965088 247.37429666519165 23.311657547950745 413.4317991733551 6329.5529239177704
leaf_count=881 36 36 31 18 27 21 15 142 21 235 3317
internal_value=0 0.00028161 0.000176253 0.000302293 0.000461496 0.000292377 -0.000478269 0.000521674 -0.00150572 -1.86239e-05 -6.89184e-05
internal_weight=0 591.606 542.669 508.257 450.345 393.45 90.1974 303.253 46.6233 8968.39 6742.98
internal_count=4780 347 311 280 244 217 57 160 42 4433 3552
is_linear=0
shrinkage=0.06


Tree=812
num_leaves=12
num_cat=0
split_feature=107 93 90 51 1 46 89 15 57 59 44
split_gain=0.0160458 0.0209875 0.0240628 0.0156266 0.073767 0.165906 0.128025 0.0936024 0.0796003 0.0668963 0.0619095
threshold=0.048151826485991485 0.0028552538715302949 0.00043393640953581786 0.0013560238294303419 0.022641776129603389 0.012636432424187662 0.00085274505545385193 0.023343417793512348 0.0013560238294303419 0.0034400182776153092 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 8 6 9 -7 10 -6 -1
right_child=1 -3 -4 -5 5 7 -8 -9 -10 -11 -12
leaf_value=-0.00012565269784139643 -0.0015046108425325873 0.0012984918269623722 0.00074321874496931901 5.3327612284249519e-05 -0.0029449416261367336 -0.0015192224796777437 -0.00061571685033563186 0.00193668841122431 -0.0024429644304868386 -0.0075126551604306601 0.00053263350162287878
leaf_weight=2897.5682855844498 27.751973271369934 77.799202561378479 44.496834635734558 5642.025306224823 22.201578617095947 54.581222414970398 36.81995952129364 58.192491412162781 48.937150359153748 24.421736478805542 625.20394253730774
leaf_count=1438 25 62 32 2827 20 33 17 12 36 22 256
internal_value=0 0.000615328 -0.000121096 -9.85839e-06 -0.000104471 -0.00123683 -0.00326337 0.000264202 -4.22301e-05 -0.00534851 -8.81156e-06
internal_weight=0 150.048 72.2488 9409.95 3767.93 196.217 83.4433 112.774 3571.71 46.6233 3522.77
internal_count=4780 119 57 4661 1834 104 59 45 1730 42 1694
is_linear=0
shrinkage=0.06


Tree=813
num_leaves=12
num_cat=0
split_feature=107 53 42 101 91 87 142 58 78 38 77
split_gain=0.0141795 0.0244627 0.0143347 0.0566875 0.0366709 0.0764438 0.160379 0.0434379 0.0505236 0.0440244 0.0432096
threshold=0.048151826485991485 0.12945349514484408 0.011519505176693203 0.018276390619575981 0.0020292587578296666 0.00055427959887310873 0.011519505176693203 0.001792412775103003 0.0068083447404205808 0.00070876078098081063 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 7 10 -6 9 -9 -7
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12
leaf_value=2.0135431450691241e-05 8.0541303274823617e-05 0.0017566453032352243 0.00012772409306458581 -0.0019941515550279086 -0.001494549531579557 -0.0001431178286044763 -0.0045564576933770093 -0.001156988009259135 0.0023442766943829268 0.0016509846764893564 -0.0025405272572623229
leaf_weight=8128.0353406667709 105.55117583274841 44.496834635734558 808.72762584686279 60.037939667701721 34.412446856498718 167.26125884056091 43.293078303337097 49.953551888465881 52.54841935634613 33.489722728729248 32.192288994789124
leaf_count=3870 87 32 486 46 31 86 39 45 15 14 29
internal_value=0 0.00057843 -9.27495e-06 -0.00019574 -0.000107217 -0.000567026 -0.00125063 0.00040695 0.000888866 -2.93889e-05 -0.000531145
internal_weight=0 150.048 9409.95 1281.92 1221.88 413.151 242.747 170.404 135.992 83.4433 199.454
internal_count=4780 119 4661 791 745 259 154 105 74 59 115
is_linear=0
shrinkage=0.06


Tree=814
num_leaves=12
num_cat=0
split_feature=90 117 85 62 119 73 110 4 142 114 38
split_gain=0.0135578 0.0197153 0.049504 0.0205627 0.015965 0.0646798 0.0747923 0.0737478 0.0712705 0.0646113 0.0407626
threshold=0.0020932231564074759 0.0036604277556762104 0.0010585968848317864 0.00037263428384903824 0.00062670491752214741 0.0027679565828293566 0.0058306583669036635 0.0036604277556762104 0.027182282879948619 0.007706565549597145 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 8 7 9 -6 10 -7
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=1.226705038414624e-05 -0.001107915050210297 -0.00069122115419806079 0.0015997625690503915 0.00048772576333713558 0.00024596056905735103 -0.00079418076576468529 0.00083872216117755554 -0.0044661836536054166 -0.0024063554837368637 2.8126604733070201e-05 -0.0036569899517454921
leaf_weight=8456.337671995163 48.937150359153748 50.047229290008545 105.19051611423492 71.326083779335022 553.12843954563141 31.17588746547699 54.768577218055725 28.862052202224731 38.946439981460571 79.096636295318604 42.1829993724823
leaf_count=4190 36 37 22 40 280 20 17 26 27 47 38
internal_value=0 0.000414673 0.000861201 -0.000161949 -1.23561e-05 -0.000263754 -0.00110324 -0.00168997 7.11154e-05 -0.0011618 -0.0024431
internal_weight=0 275.501 155.238 120.263 9284.5 828.161 236.086 181.318 592.075 152.456 73.3589
internal_count=4780 135 59 76 4645 455 148 131 307 105 58
is_linear=0
shrinkage=0.06


Tree=815
num_leaves=12
num_cat=0
split_feature=6 127 111 15 28 87 46 64 128 102 23
split_gain=0.0133864 0.0320524 0.039504 0.0305657 0.0299581 0.0298415 0.029683 0.0267435 0.0251424 0.021564 0.0541072
threshold=0.00068727668258361529 0.00044738779251929378 0.00043393640953581786 0.0019071503775194289 0.0012357163941487672 0.0010263677686452868 0.0013560238294303419 0.00043393640953581786 0.0070226341485977182 0.017724351026117805 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 6 8 -3 -6 -5 -1 -11
right_child=1 4 -4 5 7 -7 -8 -9 -10 10 -12
leaf_value=6.6011574113845227e-07 0.00066335275203934505 0.00062788860791905174 -0.0018890253693571385 -0.0004656904188879425 0.0015860624176884809 0.00032384409636143668 -0.0016995416978744528 0.00040261717978696859 -0.0028737572337513536 -0.0018692414396485734 -0.00010650805117790477
leaf_weight=8486.951495051384 148.67094922065735 45.794268369674683 42.1829993724823 35.616203188896179 126.37569320201874 62.445452332496643 34.506124258041382 150.79742968082428 27.751973271369934 77.799202561378479 321.10789310932159
leaf_count=4258 45 17 38 24 33 32 23 55 25 62 168
internal_value=0 0.000257698 -0.000181848 8.11047e-05 0.000647012 -0.000606904 -0.000373108 0.000942581 -0.00152316 -1.96063e-05 -0.000450678
internal_weight=0 674.141 316.668 274.485 357.474 125.814 80.3004 277.173 63.3682 8885.86 398.907
internal_count=4780 292 164 126 128 81 40 88 49 4488 230
is_linear=0
shrinkage=0.06


Tree=816
num_leaves=12
num_cat=0
split_feature=63 63 38 42 89 150 52 11 7 107 27
split_gain=0.0138569 0.0314003 0.0757252 0.091948 0.150168 0.06011 0.0743851 0.115758 0.0688849 0.059392 0.0549796
threshold=0.00042089859198313212 0.00099512818269431613 0.0012745757703669371 0.00017767510871635753 0.0056525857653468856 0.007706565549597145 0.0037758676335215573 0.0062037324532866487 0.00017767510871635753 0.020035739988088611 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 9 8 -8 10 -5
right_child=1 -3 -4 5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00014265440595746074 -0.0039328071153622406 2.1281832147867532e-05 0.00041740845791678508 -0.0017550578376922784 0.00077597900815032459 0.0005011531839268701 -0.0023258721593038042 -0.0042672142237402885 2.4663624814413381e-05 0.0021098173863764984 -5.0944093329630129e-05
leaf_weight=1949.8653388023376 67.714814782142639 6209.0508072376251 389.66580450534821 85.663432478904724 38.023715853691101 216.29208660125732 72.248807907104492 44.403157234191895 118.2304310798645 36.81995952129364 332.02132761478424
leaf_count=1037 61 2974 157 61 10 114 57 40 58 17 194
internal_value=0 -3.66146e-05 -0.000293172 -0.000566949 -0.00224039 -0.000371348 -0.000645125 -0.00151186 -0.000867648 -0.000196973 -0.000400779
internal_weight=0 7610.13 1401.08 1011.42 105.739 905.679 689.387 234.882 190.479 454.505 417.685
internal_count=4780 3743 769 612 71 541 427 155 115 272 255
is_linear=0
shrinkage=0.06


Tree=817
num_leaves=12
num_cat=0
split_feature=124 31 125 132 78 3 45 33 61 142 74
split_gain=0.0145096 0.031829 0.0384345 0.0594477 0.0287094 0.0265227 0.0323189 0.0272876 0.0579258 0.0258918 0.0506592
threshold=0.02129978779703379 0.039062514901161201 0.00042089859198313212 0.011880517937242987 0.0031340263085439806 0.0070226341485977182 0.00064626874518580746 0.0013146653072908523 0.0010263677686452868 0.00899649551138282 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 -4 -9 -11
right_child=1 -3 5 -5 -6 6 -8 9 -10 10 -12
leaf_value=-2.6585684186194289e-05 -0.0010090339239503872 0.0016307200576717519 -2.4105330716825823e-05 0.00019232206314135709 -0.0036044253585215116 0.00044972582473604063 -0.00069182185155043879 0.00055915509667456395 0.0017667117352497287 -0.0020669856359608577 0.00081485052693661857
leaf_weight=8468.8155225515366 34.412446856498718 53.564820885658264 114.90019428730011 99.45276665687561 27.751973271369934 182.34802675247192 174.7507791519165 166.33853471279144 149.68735074996948 46.623315095901489 41.353952646255493
leaf_count=4274 31 24 55 33 25 43 117 69 54 42 13
internal_value=0 0.000205864 0.000132159 -0.000717725 -0.00217162 0.000289021 -0.000108942 0.00056286 0.000989313 0.000118968 -0.000712984
internal_weight=0 1091.18 1037.62 161.617 62.1644 876.002 357.099 518.903 264.588 254.316 87.9773
internal_count=4780 506 482 89 56 393 160 233 109 124 55
is_linear=0
shrinkage=0.06


Tree=818
num_leaves=12
num_cat=0
split_feature=116 70 77 25 39 70 76 18 15 63 117
split_gain=0.0142209 0.0363758 0.0688114 0.0477378 0.0595412 0.0526824 0.0479372 0.0438828 0.0410447 0.0366716 0.0334393
threshold=0.012636432424187662 0.0041444667149335155 0.0026833302108570938 0.00042089859198313212 0.0019071503775194289 0.00039601318712811922 0.00044738779251929378 0.0012357163941487672 0.0098710241727530974 0.0046923852059990176 0.027182282879948619
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 10 -5 7 8 -7 -8 -2
right_child=1 2 -4 5 -6 6 9 -9 -10 -11 -12
leaf_value=-2.8629473187991136e-05 -0.00051419983787109327 6.2167764823927121e-05 -0.0025369937218307787 -0.00012809355829998312 -0.0020110877560185199 0.00081254168854284748 0.00057062335574314591 -4.1277312080613201e-06 0.0021186933519502364 -0.0015498251114581785 0.0014948858437193436
leaf_weight=8294.8937901258469 81.223116755485535 157.08319365978241 47.733394026756287 297.88991296291351 64.478255391120911 173.37371790409088 85.850787281990051 92.604938268661499 173.37371790409088 44.496834635734558 46.998024702072144
leaf_count=4182 57 93 43 139 50 43 45 43 43 32 10
internal_value=0 0.000187324 -0.000544521 0.000328733 -0.000525327 0.000518465 0.000856507 0.00115623 0.00146604 -0.000153868 0.000222799
internal_weight=0 1265.11 204.817 1060.29 192.699 867.59 569.7 439.352 346.747 130.348 128.221
internal_count=4780 598 136 462 117 345 206 129 86 77 67
is_linear=0
shrinkage=0.06


Tree=819
num_leaves=12
num_cat=0
split_feature=34 81 54 4 46 108 131 11 31 143 87
split_gain=0.0133601 0.019332 0.0304904 0.0269279 0.0338215 0.0220716 0.0189042 0.0185874 0.0289831 0.0192571 0.0195522
threshold=0.02636832278221846 0.0058306583669036635 0.0014881226234138014 0.0010585968848317864 0.00087947337306104611 0.013032016810029747 0.00040826165059115743 0.013860232196748258 0.00060774214216507982 0.001792412775103003 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 9 -9 -4 -11
right_child=1 3 7 -5 5 -7 -8 8 -10 10 -12
leaf_value=-2.4628343666679308e-05 0.0014945994351170269 -0.0024290121450631511 0.0005680347700031793 0.0002214883761221849 0.0010284849811894752 -0.0014723771735036858 -0.00079411084908064878 0.0021349486839195931 -3.0667932225488979e-05 -0.00087836235677325324 0.00072315851186921152
leaf_weight=8535.0595986843109 89.274701476097107 32.192288994789124 117.1203521490097 432.1298360824585 50.328261494636536 36.632604718208313 34.412446856498718 42.370354175567627 46.716992497444153 106.9422869682312 36.81995952129364
leaf_count=4269 40 29 57 171 13 33 31 22 34 64 17
internal_value=0 0.000204623 0.000505475 -2.10495e-05 -0.000703245 -0.000243891 0.000288281 0.000252802 0.00100055 -2.82661e-06 -0.000467968
internal_weight=0 1024.94 439.245 585.695 153.566 121.373 84.7407 349.97 89.0873 260.883 143.762
internal_count=4780 511 234 277 106 77 44 194 56 138 81
is_linear=0
shrinkage=0.06


Tree=820
num_leaves=12
num_cat=0
split_feature=99 96 133 45 19 82 5 3 117 114 27
split_gain=0.0135015 0.0183986 0.0480429 0.0541429 0.02267 0.0288427 0.0308877 0.0178808 0.0174638 0.0547922 0.18658
threshold=0.034632634371519096 0.0054799309000372895 0.010829726699739696 0.0058306583669036635 0.011880517937242987 0.0070226341485977182 0.00066645268816500913 0.00038414125447161501 0.0023699469165876512 0.0011261500185355546 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 7 -2 6 -6 -4 9 10 -1
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00060249653843052803 0.00070366954452167078 0.00093165410433188251 -0.0029832581117964986 0.0011423515081113913 0.00042644985986540926 0.00098098174933657013 -0.0022541818470216781 -0.0010461949222812579 -7.5860641824952813e-05 0.000287555639042657 -0.0010784651232237609
leaf_weight=458.49069821834564 269.85690748691559 122.67074680328369 33.302367925643921 27.939328074455261 26.641894340515137 36.81995952129364 36.726282119750977 35.616203188896179 6092.7314020395279 1925.7527343034744 493.45115959644318
leaf_count=219 138 62 30 9 24 17 25 24 3136 797 299
internal_value=0 0.000278062 0.000106179 -0.00108277 0.000417591 -0.000352896 -0.00112827 -0.00198518 -1.83261e-05 0.000103486 -0.000268873
internal_weight=0 589.574 466.903 96.8579 370.045 100.188 63.3682 68.9186 8970.43 2877.69 951.942
internal_count=4780 329 267 63 204 66 49 54 4451 1315 518
is_linear=0
shrinkage=0.06


Tree=821
num_leaves=12
num_cat=0
split_feature=102 54 20 116 72 3 19 11 144 123 34
split_gain=0.0143204 0.043799 0.0477655 0.0555757 0.0437162 0.0485008 0.0416795 0.057988 0.0518491 0.0661934 0.0696748
threshold=0.00052132029668428015 0.0053125319536775359 0.0019071503775194289 0.00046126570669002836 0.0020932231564074759 0.0015833032084628942 0.086341444402933135 0.00747153488919139 0.066585760563611998 0.0013986918493174019 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 -6 7 8 9 10 -1
right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00016248084939523568 -4.4479009307059977e-05 -0.00082628250771324668 -0.00074959261738166412 0.0015485750907549027 -0.00094813418663567534 0.0014760563894217129 0.0011155595736756282 0.00044829794643213298 0.0018103635347417584 0.00075399080655400908 -0.00083056860524078344
leaf_weight=376.98654925823212 6997.7829624414444 61.241696000099182 78.909281492233276 264.77489984035492 64.571932792663574 54.862254619598389 112.86739122867584 553.14248943328857 41.353952646255493 171.88892936706543 781.61734449863434
leaf_count=186 3539 39 63 93 42 9 37 183 13 74 502
internal_value=0 0.000121313 0.0006103 0.000851312 0.00111886 0.000165724 -4.5322e-06 -7.02608e-05 -0.000279366 -0.00034445 -0.000507464
internal_weight=0 2562.22 524.36 445.451 384.209 119.434 2037.86 1924.99 1371.85 1330.49 1158.6
internal_count=4780 1241 246 183 144 51 995 958 775 762 688
is_linear=0
shrinkage=0.06


Tree=822
num_leaves=12
num_cat=0
split_feature=116 86 89 149 30 107 143 94 113 116 71
split_gain=0.0134888 0.0314588 0.0439645 0.0436671 0.0396655 0.0344345 0.0445004 0.0309647 0.0252271 0.0253499 0.0210259
threshold=0.01884530205279589 0.00087947337306104611 0.00062670491752214741 0.0030382014811038975 0.00017767510871635753 0.0031340263085439806 0.016668972559273246 0.0012745757703669371 0.0070226341485977182 0.036783467978239066 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 5 3 4 -3 6 -2 8 9 -7 -1
right_child=1 2 -4 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=0.00014722911995109937 0.00045812468981886324 -0.0005385558940649896 0.00051443960717232663 0.00033625828871249226 -0.0033845819813844119 -0.0025320433346175514 0.0022250671684540093 0.00053278633582464852 0.00037058446677368641 -0.00028468093123028997 -7.2368998574985771e-05
leaf_weight=2046.2033232450485 157.55158066749573 32.285966396331787 105.0031613111496 42.370354175567627 38.852762579917908 35.522525787353516 76.047431707382202 202.14209270477295 49.030827760696411 36.726282119750977 6738.2633751630783
leaf_count=857 53 21 38 22 35 32 20 77 28 25 3572
internal_value=0 0.00023981 -0.0003702 -0.00118828 -0.0020955 0.000479133 0.00103405 7.81321e-05 -0.000679475 -0.00139161 -2.1216e-05
internal_weight=0 775.533 218.512 113.509 71.1387 557.021 233.599 323.422 121.28 72.2488 8784.47
internal_count=4780 351 116 78 56 235 73 162 85 57 4429
is_linear=0
shrinkage=0.06


Tree=823
num_leaves=12
num_cat=0
split_feature=94 95 128 34 68 53 124 124 142 140 117
split_gain=0.0141638 0.0198656 0.0357271 0.0282435 0.0175814 0.0515047 0.0466079 0.0559438 0.0694715 0.114288 0.0644995
threshold=0.055838862434029586 0.0072436286136507997 0.00046126570669002836 0.0041444667149335155 0.0017376682371832433 0.00017767510871635753 0.028884131461381916 0.002945306478068233 0.021960759535431865 0.0060143163427710542 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -6 7 8 9 -1 -11
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=8.3511022717023609e-05 -0.0016812040977326045 0.0012198648396028631 -0.0005094439149975127 0.001202503008137295 0.0010158681705045257 1.7530078848340563e-05 0.00042804704578400607 -0.00061078257182353582 0.00073184721850335255 -0.0018171435872983541 -0.0002965670028451954
leaf_weight=1248.642064332962 33.396045327186584 80.487747430801392 59.021538138389587 83.911661624908447 192.15138232707977 5753.2861317396164 475.98497879505157 882.10056257247925 348.96759366989136 206.94306814670563 195.10690951347351
leaf_count=567 22 24 37 19 68 3097 162 447 88 146 103
internal_value=0 0.000439432 8.27044e-05 0.000495725 -1.21739e-05 4.9812e-05 -0.000121928 -0.000212781 -3.719e-05 -0.000199804 -0.0010795
internal_weight=0 256.817 176.329 142.933 9303.18 5945.44 3357.75 2881.76 1999.66 1650.69 402.05
internal_count=4780 102 78 56 4678 3165 1513 1351 904 816 249
is_linear=0
shrinkage=0.06


Tree=824
num_leaves=12
num_cat=0
split_feature=43 136 11 65 1 95 77 137 117 101 125
split_gain=0.0130704 0.0362193 0.0282272 0.0587994 0.038701 0.0333697 0.0223818 0.0211955 0.0202799 0.019241 0.0174394
threshold=0.024810968898236755 0.0031340263085439806 0.004017772153019906 0.0011261500185355546 0.0037758676335215573 0.00077738583786413084 0.0013146653072908523 0.000490355829242617 0.010829726699739696 0.0087224207818508166 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 7 5 8 -7 9 -2 -4 -1
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-7.9667734650753881e-05 0.0009642057694323891 0.0021903394985947678 -0.000216353847638793 -0.002534995100694454 0.0016599183458112718 -0.001464671936595879 0.00065141640957260417 -0.0012451714084987847 -0.00058894209646472159 0.0012808653527261462 9.4919461661213168e-05
leaf_weight=5798.6401128768921 134.7879376411438 33.489722728729248 68.9185711145401 37.836361050605774 78.267589569091797 59.944262266159058 25.625492811203003 33.396045327186584 38.946439981460571 55.878656148910522 3194.268492102623
leaf_count=2960 81 14 54 26 22 54 15 22 27 18 1487
internal_value=0 0.000279315 0.000158988 -0.000413543 0.000491484 0.000138303 -0.000830948 9.51422e-05 0.000615894 0.000454523 -1.76542e-05
internal_weight=0 567.091 533.601 196.03 337.572 259.304 85.5698 158.193 173.734 124.797 8992.91
internal_count=4780 333 319 120 199 177 69 94 108 72 4447
is_linear=0
shrinkage=0.06


Tree=825
num_leaves=12
num_cat=0
split_feature=107 110 51 21 75 30 10 20 122 138 104
split_gain=0.0135185 0.0178356 0.0138648 0.0339589 0.0325487 0.036252 0.0303639 0.0286872 0.017229 0.0412876 0.0587022
threshold=0.048151826485991485 0.00044738779251929378 0.027182282879948619 0.00066645268816500913 0.00017767510871635753 0.0051502294372767219 0.007706565549597145 0.00017767510871635753 0.0060143163427710542 0.0066005610860884198 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 -4 7 -5 -6 -1 10 -10
right_child=1 -3 3 6 5 -7 -8 -9 9 -11 -12
leaf_value=-4.1877859794102626e-05 -0.00068528706578457486 0.00090654889284375311 0.00078093390188613103 0.0013081827947488082 -0.0033120106439147911 0.00062170326035241132 -0.00021347801024426444 -0.00069987161412272784 -0.00075873055296284272 0.0012698348763246835 0.00097250865478624071
leaf_weight=8628.2266013622284 32.192288994789124 117.85572147369385 56.98873507976532 149.59367334842682 27.751973271369934 31.17588746547699 68.9185711145401 33.302367925643921 169.20038449764252 124.06185793876648 120.73162114620209
leaf_count=4264 29 90 19 62 25 20 54 30 112 39 36
internal_value=0 0.000564797 -9.04545e-06 0.000352053 -0.000345546 -0.00104169 0.000828374 -0.00189068 -2.37344e-05 0.000354319 -3.77323e-05
internal_weight=0 150.048 9409.95 367.731 149.219 92.2302 218.512 61.0543 9042.22 413.994 289.932
internal_count=4780 119 4661 210 94 75 116 55 4451 187 148
is_linear=0
shrinkage=0.06


Tree=826
num_leaves=12
num_cat=0
split_feature=99 2 42 15 36 39 12 32 8 38 86
split_gain=0.0128281 0.0344341 0.0481467 0.0250012 0.0346649 0.0426841 0.0321192 0.0321071 0.0285169 0.0385662 0.0333971
threshold=0.017188700847327713 0.00080172589514404546 0.011519505176693203 0.0014881226234138014 0.013439828064292671 0.00052132029668428015 0.00062670491752214741 0.0032328735105693345 0.012252715881913902 0.0015833032084628942 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 -8 9 -5 -10
right_child=1 2 -4 8 -6 6 7 -9 10 -11 -12
leaf_value=-2.494280129561598e-05 -0.002185654683703752 -0.0023334582219407623 0.00037458428254312151 0.00099203564293769446 0.00091413104031740544 0.00075313109387679337 5.9169987114256473e-05 -0.0019147045023925895 -0.00089259969111080866 -0.0005786566628865359 0.0006998551470536184
leaf_weight=8471.6914222240448 43.293078303337097 44.496834635734558 50.234584093093872 397.24900221824646 87.148221015930176 88.258299946784973 72.623517513275146 50.047229290008545 95.6541428565979 65.494656920433044 93.80869460105896
leaf_count=4220 39 32 21 180 30 31 25 37 70 59 36
internal_value=0 0.000193875 -0.000898545 0.00029811 -0.000117886 -0.000471886 -0.000119266 -0.000747035 0.000515831 0.00076965 -0.000104175
internal_weight=0 1088.31 94.7314 993.577 341.37 254.222 210.929 122.671 652.206 462.744 189.463
internal_count=4780 560 53 507 162 132 93 62 345 239 106
is_linear=0
shrinkage=0.06


Tree=827
num_leaves=12
num_cat=0
split_feature=112 82 57 105 123 145 55 60 123 39 147
split_gain=0.0139568 0.0171563 0.014625 0.0193329 0.017629 0.0168457 0.0525052 0.0738354 0.0645215 0.0879338 0.133891
threshold=0.015923793427646164 0.00055427959887310873 0.0046923852059990176 0.0032328735105693345 0.00038414125447161501 0.00044738779251929378 0.00082683752407319855 0.0011261500185355546 0.00038414125447161501 0.00040826165059115743 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 8 -8 9 10 -1
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=9.2117872471881578e-05 -0.00035874168791806023 0.00078832342615480194 0.0014271589837621611 0.00064288998927687971 -0.00071222088879660951 -6.0037631763897098e-05 0.00024793597927310289 -0.0030344387387387034 0.00079382328687890098 0.00028757980225246118 -0.0027924451909704822
leaf_weight=149.31264114379883 65.588334321975708 164.572713971138 57.082412481307983 90.478457808494568 55.784978747367859 7539.3422256708145 56.98873507976532 43.386755704879761 507.34822106361389 735.570143699646 94.544063925743103
leaf_count=86 51 124 11 33 26 3849 19 31 166 315 69
internal_value=0 0.000461434 -1.14205e-05 0.000491718 0.000125916 -2.26361e-05 0.000155023 -0.00117246 0.000244717 -3.97752e-05 -0.00102692
internal_weight=0 230.161 9329.84 203.346 146.263 9126.49 1587.15 100.375 1486.78 979.427 243.857
internal_count=4780 175 4605 70 59 4535 686 50 636 470 155
is_linear=0
shrinkage=0.06


Tree=828
num_leaves=12
num_cat=0
split_feature=93 70 129 119 112 68 0 145 61 8 150
split_gain=0.0128424 0.0307276 0.0486941 0.0329442 0.0536925 0.0292904 0.0281726 0.0449021 0.0446408 0.0404366 0.0480179
threshold=0.010829726699739696 0.00082683752407319855 0.00040826165059115743 0.0012745757703669371 0.0062037324532866487 0.0027679565828293566 0.0058306583669036635 0.0026833302108570938 0.0016846025246195497 0.0018488886416889729 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 9 10 -3
right_child=1 6 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-2.8750406182045254e-05 -0.0010031386445058679 0.00073845882705414717 0.00037966004954793469 0.0012031699662068606 -0.0001323099266708816 -0.0030646430032360387 0.0004155217505774276 -0.00099140254505338302 -7.354847706692162e-05 0.00064900609392368126 0.0034237197025725249
leaf_weight=8167.1550855636597 46.623315095901489 47.920748829841614 226.75118398666382 24.515413880348206 98.797024846076965 53.283788681030273 249.87548673152924 121.18595826625824 208.14682447910309 267.73042702674866 48.014426231384277
leaf_count=3978 42 27 83 14 89 48 120 93 139 128 19
internal_value=0 0.000168357 -0.00023955 -0.000868445 -0.00112451 -0.00210457 0.000363028 -4.41128e-05 0.000627192 0.00102818 0.00208457
internal_weight=0 1392.84 449.971 223.22 198.704 99.9071 942.874 371.061 571.812 363.666 95.9352
internal_count=4780 802 276 193 179 90 526 213 313 174 46
is_linear=0
shrinkage=0.06


Tree=829
num_leaves=12
num_cat=0
split_feature=9 117 3 4 147 150 93 125 2 58 108
split_gain=0.0134494 0.0472522 0.0708 0.0980526 0.0570144 0.0575164 0.081625 0.0544238 0.0540911 0.0609853 0.048549
threshold=0.0012357163941487672 0.0095705352723598498 0.0018488886416889729 0.00096484774257987748 0.0092791137285530585 0.0011615398107096555 0.00017767510871635753 0.00062670491752214741 0.00080172589514404546 0.044033329933881767 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -5 9 -3 -8
right_child=1 8 3 7 -6 -7 10 -9 -10 -11 -12
leaf_value=-3.5438084468823011e-05 -0.0038026120379192046 0.00039867194499858824 -0.0015738282158888331 0.0027299784554448139 -0.002358970883186479 -1.0435386022123847e-05 0.00051892161886312848 0.00061424382013223729 -0.0014620823753447021 0.0022335965594429555 -0.0023012890763350826
leaf_weight=7662.9497464895248 37.74268364906311 855.36499083042145 62.351774930953979 55.972333550453186 56.614025473594666 412.50907504558563 60.412649273872375 199.92193484306335 51.250985622406006 70.497037053108215 34.412446856498718
leaf_count=3831 34 431 40 10 51 218 14 75 30 15 31
internal_value=0 0.000142999 -0.000165608 0.000558041 -0.000548389 -0.000359936 -0.00144664 0.00107791 0.000433535 0.000538613 -0.000505891
internal_weight=0 1897.05 919.937 318.246 601.691 545.077 132.568 255.894 977.113 925.862 94.8251
internal_count=4780 949 473 125 348 297 79 85 476 446 45
is_linear=0
shrinkage=0.06


Tree=830
num_leaves=12
num_cat=0
split_feature=98 1 21 106 92 87 61 125 83 7 124
split_gain=0.012539 0.0208925 0.0196979 0.0357671 0.0312273 0.0226317 0.0203424 0.0172554 0.0666783 0.0951967 0.0591516
threshold=0.049604203552007682 0.022641776129603389 0.00087947337306104611 0.011519505176693203 0.017188700847327713 0.000490355829242617 0.00064626874518580746 0.0041444667149335155 0.045367386192083366 0.00047558375808876013 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -4 6 -2 10 -9 -10 -1
right_child=1 -3 4 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00032703024660079433 0.0002837565919573304 -0.00074078199777609637 -0.00025820723575308268 0.0023350063790098909 0.0011781341980467057 0.00088008266470349214 -0.0015685905839926235 2.2636025312773255e-05 0.0021760239449962449 -0.00060451158080908872 7.0930441786265516e-05
leaf_weight=2184.7477350234985 73.452564239501953 70.216004848480225 269.66955268383026 41.353952646255493 68.183201789855957 163.19565272331238 29.972131133079529 2970.8475449085236 123.04545640945435 69.199603319168091 3496.1162838935852
leaf_count=1192 50 39 154 13 21 50 27 1407 30 30 1767
internal_value=0 0.000241447 0.000348336 0.000695316 3.19285e-05 0.000440213 -0.000254044 -1.95835e-05 9.27308e-05 0.00117536 -8.21204e-05
internal_weight=0 716.043 645.827 307.974 337.853 266.62 103.425 8843.96 3163.09 192.245 5680.86
internal_count=4780 354 315 140 175 127 77 4426 1467 60 2959
is_linear=0
shrinkage=0.06


Tree=831
num_leaves=12
num_cat=0
split_feature=20 35 52 1 148 145 59 102 77 145 82
split_gain=0.0136256 0.0246353 0.0271464 0.0294087 0.0305514 0.0283025 0.0234761 0.023279 0.0462976 0.0508766 0.0311213
threshold=0.0042751494329422721 0.0042751494329422721 0.002945306478068233 0.00070876078098081063 0.014740333426743748 0.0016331639490090313 0.00064626874518580746 0.00073092587990686308 0.0054799309000372895 0.00066645268816500913 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 5 6 -3 -5 -2 -9 -10 -11
right_child=1 2 -4 4 -6 -7 -8 8 9 10 -12
leaf_value=-3.0061960954556223e-05 0.00036209018438186489 0.0016354362697962456 0.00099672326389966615 -0.00018573459968141442 0.00018932824948226577 -0.00038658700059783827 -0.0026907404993793708 -2.1787798542290747e-05 0.00044530217331963584 -0.0043470567860956991 -0.0014438250163722795
leaf_weight=8130.5084309577942 369.3096741437912 65.963043928146362 226.75118398666382 24.421736478805542 102.59564864635468 39.962841510772705 29.972131133079529 484.75788295269012 30.25316333770752 22.201578617095947 33.302367925643921
leaf_count=4042 171 19 83 22 52 36 27 275 3 20 30
internal_value=0 0.000170799 0.000515826 0.000100855 -0.000420319 0.000872939 -0.00156845 -9.00226e-06 -0.000249242 -0.00153344 -0.00261085
internal_weight=0 1429.49 489.667 262.915 156.99 105.926 54.3939 939.825 570.515 85.7571 55.5039
internal_count=4780 738 239 156 101 55 49 499 328 53 50
is_linear=0
shrinkage=0.06


Tree=832
num_leaves=12
num_cat=0
split_feature=34 106 68 25 125 92 15 39 76 128 4
split_gain=0.0126495 0.0170065 0.0553831 0.0489953 0.062303 0.0656604 0.0405321 0.0440281 0.0359723 0.0307619 0.0554849
threshold=0.02636832278221846 0.024810968898236755 0.0068083447404205808 0.0022975050378590827 0.0015833032084628942 0.00017767510871635753 0.016668972559273246 0.0012745757703669371 0.00064626874518580746 0.00017767510871635753 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 9 -4 -8 -11
right_child=-2 2 6 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-4.8366265973694347e-05 0.00019912677802182187 0.0018774220433459051 -0.0031223071075500179 -0.00036553761981706809 0.0026716215307929217 -0.0010998088415552503 -0.00052850525056189856 -0.0014540154887387848 -0.00046973120306924049 -0.00074288634080051628 0.0015860694883254385
leaf_weight=7879.9912523031235 1024.9400849342346 56.98873507976532 27.751973271369934 74.56264317035675 83.817984223365784 49.953551888465881 78.909281492233276 52.26738715171814 54.393867611885071 52.26738715171814 124.15553534030914
leaf_count=3881 511 19 25 51 27 45 63 39 49 39 31
internal_value=0 -2.39457e-05 0.000269779 0.000938259 0.0014478 0.000487007 -0.000185419 0.000130891 -0.00136858 0.000455769 0.000896059
internal_weight=0 8535.06 655.068 265.323 190.76 106.942 389.745 307.6 82.1458 255.332 176.423
internal_count=4780 4269 388 142 91 64 246 172 74 133 70
is_linear=0
shrinkage=0.06


Tree=833
num_leaves=12
num_cat=0
split_feature=146 47 109 127 46 46 104 4 47 12 11
split_gain=0.0131811 0.0244277 0.0394557 0.0397364 0.0677227 0.060483 0.0523886 0.0600295 0.036234 0.0412308 0.0404887
threshold=0.0010263677686452868 0.0056525857653468856 0.024810968898236755 0.0042751494329422721 0.00244467705488205 0.012636432424187662 0.0042751494329422721 0.0010585968848317864 0.0020292587578296666 0.00747153488919139 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 6 -3 -8 -1 10 -10
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=1.125881267398345e-05 -3.0432907959937415e-05 -0.0014717036445686582 0.0011026961671086884 -0.00034598541299613912 -0.0041436485154673864 0.0011248987499105734 0.00035893199579222764 -0.0021742986808499019 0.000144992748967345 -0.00025147043640317494 0.0016811839291361206
leaf_weight=432.77152800559998 8058.9949923753738 121.09228086471558 85.944464683532715 54.487545013427734 24.421736478805542 116.2913054227829 248.48437559604645 38.852762579917908 91.494859337806702 97.045253992080688 190.11857926845551
leaf_count=212 4018 101 37 41 22 32 143 35 42 47 50
internal_value=0 0.000163214 -9.93451e-05 -0.000270645 -0.00152509 -8.17436e-05 -0.0004255 1.57598e-05 0.000386329 0.000814883 0.00118231
internal_weight=0 1501 689.574 603.63 78.9093 524.721 408.429 287.337 811.43 378.659 281.613
internal_count=4780 762 411 374 63 311 279 178 351 139 92
is_linear=0
shrinkage=0.06


Tree=834
num_leaves=12
num_cat=0
split_feature=63 85 132 145 114 147 108 47 20 81 1
split_gain=0.0133826 0.0352966 0.0561691 0.0659561 0.0468188 0.0958315 0.0832735 0.0600871 0.048725 0.0477237 0.0448854
threshold=0.00042089859198313212 0.00046126570669002836 0.0026012937305495147 0.0062037324532866487 0.00082683752407319855 0.0019071503775194289 0.0013986918493174019 0.0084566329605877417 0.00017767510871635753 0.0015833032084628942 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 8 -6 9 -1 -8 -7
right_child=-2 2 -4 -5 6 10 7 -9 -10 -11 -12
leaf_value=0.00054805869917598905 -3.5961866607425052e-05 -0.0013644460094883503 0.00042844187135893038 0.00013401933964353241 -0.00085826566445223345 -0.0029618792572872589 0.00088083356611091544 0.00012375280049640026 -0.00066305097406120462 0.0028822171169498529 -0.00032945213039147923
leaf_weight=644.9043310880661 7610.1343448162079 217.95018005371094 306.67686700820923 205.28497469425201 72.436162710189819 48.843472957611084 72.623517513275146 84.740708351135254 146.71777367591858 105.09683871269226 44.590512037277222
leaf_count=298 3743 164 155 96 41 44 25 44 116 30 24
internal_value=0 0.000140213 -0.0001898 -0.000637774 0.000337662 0.00010898 0.000941803 0.00143874 0.000323538 0.00206533 -0.00170727
internal_weight=0 1949.87 729.912 423.235 1219.95 885.056 334.897 262.461 791.622 177.72 93.434
internal_count=4780 1037 415 260 622 482 140 99 414 55 68
is_linear=0
shrinkage=0.06


Tree=835
num_leaves=12
num_cat=0
split_feature=60 83 5 86 65 117 11 125 10 93 114
split_gain=0.0141487 0.0581468 0.087203 0.110959 0.129269 0.152417 0.0654758 0.0585125 0.0607739 0.100612 0.15577
threshold=0.004017772153019906 0.00040826165059115743 0.0011261500185355546 0.00037263428384903824 0.0051502294372767219 0.0036604277556762104 0.0016846025246195497 0.0011980500421486797 0.00050559637020342063 0.0058306583669036635 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -5 -9 10 -10
right_child=1 2 -4 7 -6 6 -8 8 9 -11 -12
leaf_value=4.1078721019522247e-05 0.0014526400570930281 -0.00590166538220114 0.00018382071577497018 0.00048136071424198268 0.00073648640748273815 -6.6530380021552368e-05 -0.0026978172985111992 0.0003844613038166215 -0.0035074938965813148 0.00048818715102886596 -0.00060356549653730262
leaf_weight=7258.1831241846085 80.581424832344055 37.74268364906311 1125.5169804096222 269.21521556377411 58.098814010620117 58.098814010620117 82.145840883255005 166.7132443189621 98.797024846076965 121.74802267551422 203.15849423408508
leaf_count=3814 16 34 448 97 20 20 74 37 89 45 86
internal_value=0 -0.00012964 -0.000187104 -0.000568099 -0.00171995 -0.00252175 -0.00160858 -0.000251596 -0.00058583 -0.000967608 -0.00155455
internal_weight=0 2301.82 2221.24 1095.72 236.086 177.987 140.245 859.632 590.417 423.704 301.956
internal_count=4780 966 950 502 148 128 94 354 257 220 175
is_linear=0
shrinkage=0.06


Tree=836
num_leaves=12
num_cat=0
split_feature=67 3 85 138 116 39 67 108 78 87 75
split_gain=0.0129814 0.047233 0.0502044 0.043653 0.030059 0.0340882 0.0336712 0.0285958 0.0230885 0.0809769 0.0682367
threshold=0.0044099434744566688 0.00017767510871635753 0.00068727668258361529 0.0026833302108570938 0.0026833302108570938 0.0087224207818508166 0.0054799309000372895 0.0044099434744566688 0.0079489401541650313 0.052634395658969886 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 7 6 -6 -4 -3 9 -1 -10
right_child=1 2 4 -5 5 -7 -8 -9 10 -11 -12
leaf_value=8.1073582598762081e-05 0.0014539287912725821 -0.003521106154834453 -0.0014510671524706432 0.00023355621669488965 0.00032757062578488882 0.0019215443595886393 0.00016448905575513725 -0.00074234643142923279 -0.00084279503010374005 -0.0023437660166928673 -4.0511581690996165e-05
leaf_weight=5229.488131403923 99.546444058418274 31.082210063934326 54.581222414970398 42.464031577110291 165.22845578193665 68.183201789855957 308.16165554523468 23.405334949493408 436.10176479816437 49.953551888465881 3051.8036793470383
leaf_count=2803 25 28 33 14 68 21 124 13 215 45 1391
internal_value=0 0.000232482 5.68685e-05 -0.00120868 0.00026285 0.000793819 -7.89335e-05 -0.00233103 -2.1055e-05 5.8086e-05 -0.000140844
internal_weight=0 792.653 693.106 96.9516 596.155 233.412 362.743 54.4875 8767.35 5279.44 3487.91
internal_count=4780 326 301 55 246 89 157 41 4454 2848 1606
is_linear=0
shrinkage=0.06


Tree=837
num_leaves=12
num_cat=0
split_feature=20 88 83 117 93 141 35 11 71 21 131
split_gain=0.0130019 0.0205503 0.0219994 0.0320897 0.0461738 0.0365221 0.0459151 0.0226675 0.0275393 0.0247079 0.0292154
threshold=0.0042751494329422721 0.018276390619575981 0.023343417793512348 0.0049928687512874612 0.0058306583669036635 0.00085274505545385193 0.0019672545604407792 0.00044738779251929378 0.025578102096915249 0.0022975050378590827 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 -5 -7 -2 -9 10 -10
right_child=1 -3 3 4 -6 6 -8 8 9 -11 -12
leaf_value=-2.9372610231710021e-05 -0.00040807376038914689 -0.00085259680846935934 0.00054919913526053769 0.00012791584485037348 0.00038575048387152084 -0.003228546549466678 -0.0003951325289138433 0.00025973108183548112 0.0022604208090356648 -8.4533796217391869e-06 0.00070872017038810828
leaf_weight=8130.5084309577942 122.29603719711304 67.714814782142639 129.42489778995514 38.946439981460571 90.384780406951904 51.063630819320679 34.506124258041382 652.86223840713501 76.047431707382202 63.461853861808777 102.78300344944
leaf_count=4042 94 61 60 27 41 46 23 289 20 41 36
internal_value=0 0.000166837 0.000217587 -0.000196919 -0.000646318 -0.00139519 -0.00208776 0.00035787 0.000462548 0.00100871 0.00136947
internal_weight=0 1429.49 1361.78 344.326 214.901 124.516 85.5698 1017.45 895.155 242.292 178.83
internal_count=4780 738 677 197 137 96 69 480 386 97 56
is_linear=0
shrinkage=0.06


Tree=838
num_leaves=12
num_cat=0
split_feature=4 68 95 84 27 148 81 92 58 108 8
split_gain=0.013166 0.0456946 0.0483659 0.0508166 0.0460579 0.0986572 0.0580481 0.050255 0.0640122 0.0559373 0.0570901
threshold=0.0005375427135732026 0.0017376682371832433 0.011169348377734424 0.00093549740267917525 0.021960759535431865 0.011519505176693203 0.016668972559273246 0.0060143163427710542 0.00046126570669002836 0.0034400182776153092 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 9 -9 10 -1
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=7.4595745230029582e-05 -5.0953430105105697e-05 0.00028841264122672844 -0.0015362359524662861 0.00076250998417577438 -0.00019223461419448751 -0.0042684880048675907 0.0011072751385276015 0.0014274077233667982 -0.00036756662214061501 -0.0018016576359103928 -0.0014955717659449173
leaf_weight=331.2859582901001 6276.9529768228531 1899.0686902999878 86.679834008216858 217.87055253982544 67.99584698677063 31.082210063934326 121.93537747859955 117.4013843536377 182.70868647098541 115.72924101352692 111.28892529010773
leaf_count=161 3019 1064 70 75 37 28 29 33 108 80 76
internal_value=0 9.73284e-05 -0.000164876 -7.31361e-05 -0.000241857 -0.00147403 -0.000117191 -0.000291232 0.000334859 -0.00062778 -0.000320484
internal_weight=0 3283.05 1383.98 1297.3 1079.43 99.0781 980.35 858.414 300.11 558.304 442.575
internal_count=4780 1761 697 627 552 65 487 458 141 317 237
is_linear=0
shrinkage=0.06


Tree=839
num_leaves=12
num_cat=0
split_feature=94 11 51 118 0 72 0 83 101 65 87
split_gain=0.0132061 0.0165815 0.0509261 0.0148301 0.0596882 0.042908 0.0525195 0.0447198 0.0430704 0.0858364 0.0627895
threshold=0.055838862434029586 0.00070876078098081063 0.0058306583669036635 0.0054799309000372895 0.0087224207818508166 0.030689206905663017 0.0066005610860884198 0.020658296532928947 0.0042751494329422721 0.00038414125447161501 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 8 -8 10 -10 -5
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=-4.7955010376955755e-05 0.00089348032377203446 -0.0014204598003828423 0.0010142969264164805 -0.00055887512823985755 0.0006648139488495909 -0.0018306647175112675 -0.0023674892266849555 0.00013902087484752974 0.0028789539918722298 0.0002581191002145661 0.00070560417912563813
leaf_weight=7573.4736403226852 131.83241045475006 55.691301345825195 69.293280720710754 463.76006066799164 547.21738517284393 48.937150359153748 59.944262266159058 44.684189438819885 52.54841935634613 309.36541187763214 203.25217163562775
leaf_count=3904 46 34 22 248 210 36 54 16 15 117 78
internal_value=0 0.00042432 -7.08633e-05 -1.17515e-05 0.000146758 -9.3017e-05 -1.78455e-05 -0.00129791 0.000112434 0.000639344 -0.000173515
internal_weight=0 256.817 124.985 9303.18 1729.71 1182.49 1133.55 104.628 1028.93 361.914 667.012
internal_count=4780 102 56 4678 774 564 528 70 458 132 326
is_linear=0
shrinkage=0.06


Tree=840
num_leaves=12
num_cat=0
split_feature=107 53 99 115 36 79 102 65 105 40 124
split_gain=0.013144 0.0215284 0.0133332 0.0277664 0.0356406 0.0297406 0.0427537 0.0234634 0.0232515 0.0273483 0.0255097
threshold=0.048151826485991485 0.12945349514484408 0.017188700847327713 0.010829726699739696 0.022641776129603389 0.00017767510871635753 0.00017767510871635753 0.0051502294372767219 0.00099512818269431613 0.00244467705488205 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 7 6 -4 -5 -7 10 -10
right_child=1 -3 3 4 -6 8 -8 -9 9 -11 -12
leaf_value=-3.4671776133735291e-05 8.9833181908422006e-05 0.0016622199396915094 0.00021602223553460526 -0.00037764184840687417 0.00079419262380364111 0.0010122557249515982 -0.002109704094421164 -0.002339752221193946 -0.0013531501798695026 0.00048791341721220953 0.00019654092057669984
leaf_weight=8327.1938064098358 105.55117583274841 44.496834635734558 86.960866212844849 45.700590968132019 42.464031577110291 192.05770492553711 42.1829993724823 42.1829993724823 63.461853861808777 471.81164538860321 95.935175061225891
leaf_count=4106 87 32 46 25 14 76 38 38 41 231 46
internal_value=0 0.000556922 -8.91734e-06 0.000189138 -0.000631855 0.000301554 -0.000544688 -0.00132102 0.000434352 0.000258381 -0.00042091
internal_weight=0 150.048 9409.95 1082.76 130.348 952.41 129.144 87.8836 823.266 631.209 159.397
internal_count=4780 119 4661 555 77 478 84 63 394 318 87
is_linear=0
shrinkage=0.06


Tree=841
num_leaves=12
num_cat=0
split_feature=9 42 46 63 25 70 132 117 99 131 68
split_gain=0.0121697 0.0662465 0.0809452 0.0554162 0.0538032 0.0537912 0.0654299 0.0585188 0.0473459 0.0458133 0.0449965
threshold=0.0012357163941487672 0.00093549740267917525 0.0016846025246195497 0.0014881226234138014 0.00042089859198313212 0.0041444667149335155 0.0017376682371832433 0.022641776129603389 0.0016846025246195497 0.0023699469165876512 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -3 6 7 9 -2 -5 -4
right_child=1 3 10 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-3.3712628393254178e-05 -0.0005736100173089054 0.0022270398084371728 0.00018516195739164636 0.00013213320949918026 0.00044907372089872789 -0.00044933873251221817 0.0015361657427354878 0.00093579090050157807 -0.0037334875010495748 -0.0014236251617014101 -0.0010530467151111274
leaf_weight=7662.9497464895248 31.17588746547699 103.8930823802948 416.58873105049133 218.60592186450958 149.31264114379883 324.9861444234848 163.19565272331238 211.21007895469666 37.74268364906311 98.890702247619629 141.44841122627258
leaf_count=3831 20 37 157 108 86 220 50 69 34 81 87
internal_value=0 0.000136023 -0.000368592 0.000385125 0.00117918 0.000187308 0.000486362 0.000162091 -0.00230699 -0.000352735 -0.000128825
internal_weight=0 1897.05 626.956 1270.09 253.206 1016.89 691.902 528.707 68.9186 317.497 558.037
internal_count=4780 949 298 651 123 528 308 258 54 189 244
is_linear=0
shrinkage=0.06


Tree=842
num_leaves=12
num_cat=0
split_feature=60 54 91 83 131 147 112 12 127 33 25
split_gain=0.0122281 0.0487699 0.0680999 0.0774265 0.0793496 0.146733 0.0951749 0.0626227 0.0656413 0.0597705 0.0587668
threshold=0.004017772153019906 0.00046126570669002836 0.0042751494329422721 0.057509137317538268 0.000490355829242617 0.00085274505545385193 0.00046126570669002836 0.00017767510871635753 0.00052132029668428015 0.022641776129603389 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7 -9 10 -6
right_child=1 2 -4 -5 9 7 -8 8 -10 -11 -12
leaf_value=3.8185052426598796e-05 0.00041940101489285265 -0.0066765755291388167 0.0003327917942000591 0.0010385877813702945 -0.00089625365245405342 0.00076183867040909394 -0.001755327693245588 -0.0032347827070192932 -0.00039278210823635791 0.0012052119778774035 0.00011108805768750133
leaf_weight=7258.1831241846085 477.2824125289917 28.862052202224731 502.43951833248138 109.63083183765411 563.85451924800873 62.63280713558197 27.845650672912598 50.047229290008545 70.309682250022888 78.173912167549133 330.73794376850128
leaf_count=3814 147 26 202 26 322 16 17 37 31 30 112
internal_value=0 -0.000120524 -0.000261779 -0.000487744 -0.000625829 -0.00160344 -0.0042674 -0.000776006 -0.00157626 -0.000384798 -0.000523861
internal_weight=0 2301.82 1824.53 1322.09 1212.46 239.697 56.7077 182.99 120.357 972.766 894.592
internal_count=4780 966 819 617 591 127 43 84 68 464 434
is_linear=0
shrinkage=0.06


Tree=843
num_leaves=12
num_cat=0
split_feature=81 81 23 105 147 98 95 65 71 116 71
split_gain=0.0131638 0.0508222 0.0612808 0.047194 0.0471356 0.0459747 0.0388959 0.0441088 0.0740923 0.0488369 0.049148
threshold=0.0079489401541650313 0.0072436286136507997 0.0081988852471113222 0.0041444667149335155 0.068554218858480467 0.0013986918493174019 0.0042751494329422721 0.0084566329605877417 0.0013560238294303419 0.0092791137285530585 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 5 -2 -4 -1 9 -9 10 -8
right_child=4 2 3 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-8.0058949305311807e-05 -7.1787241100102403e-05 -0.00055905246639079966 0.00054566998703388641 5.9366771239497308e-05 -0.0017992868954393307 0.0025737521390070189 -0.00046706830900958106 0.0025552994365099693 0.00030904935593631405 0.00083730774684667036 0.00033962328094572957
leaf_weight=4671.3573117256165 2868.546978354454 93.527662396430969 64.852964997291565 82.614227890968323 57.91145920753479 106.20691764354706 530.55215132236481 76.047431707382202 172.99900829792023 277.90849220752716 557.47507786750793
leaf_count=2567 1234 60 18 34 36 31 292 20 75 121 292
internal_value=0 4.67308e-05 0.000753288 0.00123717 -0.000106033 0.00180562 7.69545e-06 0.000261515 0.000995702 0.000127591 -5.37486e-05
internal_weight=0 6633.54 347.202 253.674 2926.46 171.06 6286.34 1614.98 249.046 1365.94 1088.03
internal_count=4780 3510 143 83 1270 49 3367 800 95 705 584
is_linear=0
shrinkage=0.06


Tree=844
num_leaves=12
num_cat=0
split_feature=63 95 11 46 99 84 108 68 33 23 47
split_gain=0.0128371 0.0364386 0.0751934 0.0625261 0.0425118 0.0387199 0.0781878 0.0640534 0.038576 0.036868 0.0391185
threshold=0.00042089859198313212 0.0012745757703669371 0.00057154725072905432 0.0016846025246195497 0.00073092587990686308 0.00017767510871635753 0.0068083447404205808 0.004017772153019906 0.00077738583786413084 0.045367386192083366 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 -3 7 -7 -5 -6 10 -1
right_child=-2 2 3 5 8 6 -8 -9 -10 -11 -12
leaf_value=0.00048973251427656924 -3.5222163311094847e-05 0.001444710346995331 -0.001932958062923 -0.00020216925399908455 0.00045583451310281779 -0.0013924419892625951 0.0014583692269395715 -0.0033549517256132796 -0.0015405013040587943 0.0010472144409744055 -0.00024614881577169977
leaf_weight=620.48259460926056 7610.1343448162079 108.33339810371399 116.74564254283905 82.426873087882996 136.17904877662659 55.597623944282532 91.494859337806702 32.192288994789124 46.716992497444153 212.13280308246613 447.56321382522583
leaf_count=276 3743 41 89 50 58 42 42 29 34 86 290
internal_value=0 0.000137324 -0.00022127 -0.000778899 0.000503395 -0.000263548 0.000380613 -0.00108982 -5.46512e-05 0.000324914 0.000181368
internal_weight=0 1949.87 669.687 378.457 291.229 261.712 147.092 114.619 182.896 1280.18 1068.05
internal_count=4780 1037 385 252 133 163 84 79 92 652 566
is_linear=0
shrinkage=0.06


Tree=845
num_leaves=12
num_cat=0
split_feature=93 95 112 17 70 138 83 70 29 125 23
split_gain=0.0128208 0.0256574 0.0364859 0.0498128 0.0394451 0.0339546 0.0452006 0.0256845 0.0241185 0.0217813 0.0637443
threshold=0.010829726699739696 0.0012745757703669371 0.0011615398107096555 0.00057154725072905432 0.0013986918493174019 0.00044738779251929378 0.0038949446752667431 0.00039601318712811922 0.0036604277556762104 0.0041444667149335155 0.059226244688034065
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 6 -3 -8 -9 -1 -11
right_child=1 5 -4 -5 -6 -7 7 8 -10 10 -12
leaf_value=-0.00010108755719368758 0.0006664685927761845 -0.0025229451201934563 0.00016495896475198174 -0.00024695038982346269 0.0028265903768831192 0.00029581442246833059 -0.0017413958046248832 -0.0014303873018849649 0.00019512770519622034 4.8734674895019995e-05 0.0015458374494958275
leaf_weight=5284.7391455173492 55.784978747367859 36.632604718208313 507.88218569755554 61.241696000099182 67.07312285900116 380.22310864925385 37.74268364906311 38.946439981460571 207.31777775287628 2776.2090224027634 106.20691764354706
leaf_count=2683 26 33 312 39 20 197 34 27 114 1264 31
internal_value=0 0.000168217 0.000427354 0.00115075 0.0018471 -8.76608e-05 -0.000542347 -0.000286081 -6.24221e-05 -2.87239e-05 0.000103949
internal_weight=0 1392.84 691.982 184.1 122.858 700.863 320.64 284.007 246.264 8167.16 2882.42
internal_count=4780 802 397 85 46 405 208 175 141 3978 1295
is_linear=0
shrinkage=0.06


Tree=846
num_leaves=12
num_cat=0
split_feature=112 124 71 72 60 50 59 125 25 4 71
split_gain=0.0129881 0.0143476 0.0599383 0.0815405 0.0896055 0.0817316 0.102365 0.0752056 0.10186 0.0776542 0.0715549
threshold=0.015923793427646164 0.00073092587990686308 0.00099512818269431613 0.0048403022810816774 0.00039601318712811922 0.00087947337306104611 0.00017767510871635753 0.0041444667149335155 0.0026833302108570938 0.00017767510871635753 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -4 -10 -11
right_child=-2 -3 7 -5 -6 -7 -8 -9 9 10 -12
leaf_value=-0.0029919242511856959 0.00044513566210862112 4.8134807024133051e-05 -0.00024848994755593819 -0.0013388040456226607 0.0018515099849403362 0.0022929326429550461 0.00032056695675517237 0.00025630685979970727 -0.00036622922419873963 -0.0041266621766002784 -0.0012821374263952273
leaf_weight=45.513236165046692 230.16104829311371 5716.9626590013504 1985.5752193927765 71.419761180877686 180.22154629230499 45.887945771217346 127.29841732978821 922.07745397090912 106.01956284046173 57.724104404449463 71.138728976249695
leaf_count=41 175 2846 1053 32 33 9 50 386 47 52 56
internal_value=0 -1.10141e-05 -0.000104609 0.00052702 0.000861315 4.48613e-05 -0.000553066 -0.000199158 -0.0003883 -0.00156957 -0.00255855
internal_weight=0 9329.84 3612.88 470.341 398.921 218.7 172.812 3142.54 2220.46 234.882 128.863
internal_count=4780 4605 1759 165 133 100 91 1594 1208 155 108
is_linear=0
shrinkage=0.06


Tree=847
num_leaves=12
num_cat=0
split_feature=85 109 63 40 51 136 146 97 35 94 105
split_gain=0.0125359 0.0472574 0.0377319 0.0453562 0.0427317 0.0296762 0.0241677 0.0206155 0.0198683 0.0503153 0.0666676
threshold=0.02129978779703379 0.0051502294372767219 0.0011615398107096555 0.00244467705488205 0.00066645268816500913 0.0003614811430452392 0.00055427959887310873 0.00017767510871635753 0.00057154725072905432 0.00093549740267917525 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 6 -4 -6 -2 -5 9 -1 -11
right_child=1 -3 4 7 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00011222426256431891 0.00011256044137908409 0.0010594063446266171 0.00053300315471001877 0.0020153869063824288 -0.0032230191088981354 -0.00083202113541506562 -0.0020415785750624339 0.00043419715649549759 -5.990639264715627e-05 -0.00082645221840568057 0.00076992911161170169
leaf_weight=1009.5722848176956 44.684189438819885 183.27075088024139 42.464031577110291 49.218182563781738 32.192288994789124 44.590512037277222 32.192288994789124 74.749997973442078 7294.5627964735031 110.27252376079559 642.22983610630035
leaf_count=578 16 60 14 12 29 24 29 35 3677 67 239
internal_value=0 0.000291377 -0.000148557 0.000353374 -0.000993536 -0.00183737 -0.000790973 0.00106308 -1.62283e-05 0.000164581 0.000535915
internal_weight=0 503.362 320.091 200.845 119.247 76.7828 76.8765 123.968 9056.64 1762.07 752.502
internal_count=4780 219 159 92 67 53 45 47 4561 884 306
is_linear=0
shrinkage=0.06


Tree=848
num_leaves=12
num_cat=0
split_feature=75 131 13 123 148 84 141 124 61 37 44
split_gain=0.0128617 0.0309263 0.030855 0.0485758 0.0324041 0.0257137 0.0223894 0.0396649 0.0290256 0.0205785 0.0555175
threshold=0.023343417793512348 0.0063990866765379914 0.0044099434744566688 0.0036604277556762104 0.020035739988088611 0.0005375427135732026 0.0005893622583243997 0.013860232196748258 0.0084566329605877417 0.0023699469165876512 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 6 4 -4 -3 -2 8 -8 -1 -11
right_child=1 5 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-7.0119696654307196e-05 0.0013038878257427718 -0.0017955641135483447 -0.0030739830438727537 0.00055773207306361963 -0.00013443512371554825 1.7535023637460323e-05 0.00036178551157619958 -0.00083610097868854155 0.0018394591028887206 -0.00020398299954515654 0.0004246779869012513
leaf_weight=6793.3270344734192 136.46008098125458 43.293078303337097 29.972131133079529 81.597826361656189 24.515413880348206 80.206715226173401 182.06699454784393 73.546241641044617 64.852964997291565 906.33494424819946 1143.8262578248978
leaf_count=3468 34 39 27 25 14 48 67 42 18 485 513
internal_value=0 0.000244449 0.000424342 -0.000368504 -0.00175407 -0.000618989 0.000660503 0.000386217 0.000750481 -1.98392e-05 0.000146763
internal_weight=0 716.511 593.012 136.085 54.4875 123.5 456.926 320.466 246.92 8843.49 2050.16
internal_count=4780 314 227 66 41 87 161 127 85 4466 998
is_linear=0
shrinkage=0.06


Tree=849
num_leaves=12
num_cat=0
split_feature=112 127 81 51 44 70 112 46 80 20 144
split_gain=0.0122217 0.0223132 0.0170256 0.01382 0.042898 0.0741396 0.0776119 0.0718529 0.0737419 0.0683507 0.0999948
threshold=0.0079489401541650313 0.001792412775103003 0.0048403022810816774 0.0013560238294303419 0.015675474889576439 0.0016331639490090313 0.00040826165059115743 0.010829726699739696 0.0014427106943912806 0.00038414125447161501 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 9 -6 -9 -7 -11
right_child=1 2 -4 -5 7 6 -8 8 -10 10 -12
leaf_value=-5.5266235862913235e-05 1.1047352047250097e-05 0.0014345647396098958 4.2606507991203849e-05 4.536942663135487e-05 0.00063512781393655789 -0.0029217354693374343 -1.779163676466173e-05 0.00089994876388262265 -0.0023456567498540814 -0.0029153061039746578 -0.00016845045193426868
leaf_weight=2436.8714793920517 283.53851437568665 89.08734667301178 49.030827760696411 5502.9844076633453 521.49821496009827 82.145840883255005 248.57805299758911 41.26027524471283 64.478255391120911 65.494656920433044 175.03181135654449
leaf_count=1120 215 56 28 2726 203 74 135 21 50 59 93
internal_value=0 0.000315755 0.000940819 -1.4602e-05 -0.000105382 -0.000199499 -0.000814657 0.000345947 -0.00107953 -0.00142834 -0.000917312
internal_weight=0 421.657 138.118 9138.34 3635.36 3008.12 571.25 627.237 105.739 322.672 240.526
internal_count=4780 299 84 4481 1755 1481 361 274 71 226 152
is_linear=0
shrinkage=0.06


Tree=850
num_leaves=12
num_cat=0
split_feature=124 11 11 59 52 71 142 126 125 116 116
split_gain=0.0126748 0.0287028 0.025425 0.0283102 0.0349561 0.0249695 0.0334593 0.0242876 0.0234966 0.0464326 0.0537092
threshold=0.02129978779703379 0.020658296532928947 0.0030382014811038975 0.0019672545604407792 0.0026012937305495147 0.010829726699739696 0.00073092587990686308 0.0003614811430452392 0.00017767510871635753 0.0072436286136507997 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 5 -5 6 -2 -8 -1 10 -10
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=0.00017679979667622973 -1.5705518223732735e-05 0.0010555874579153141 -0.00042641553020260201 0.0011344409040527415 -0.00014908332371952883 0.0008948834498776402 -0.0029956817179898768 -0.00055396594559154822 -0.00013836984141909339 0.00016903522242720941 -0.0012628986075150148
leaf_weight=1670.2050757408142 243.30869054794312 122.95177900791168 258.66244077682495 212.32015788555145 119.24683260917664 74.749997973442078 25.531815409660339 34.412446856498718 4646.6826428174973 1993.9218862056732 158.00591778755188
leaf_count=874 106 38 136 70 67 35 23 31 2375 915 110
internal_value=0 0.000192427 8.27204e-05 0.000268352 0.00067292 -8.66016e-05 -0.000328747 -0.00159721 -2.48292e-05 -7.4365e-05 -0.000175376
internal_weight=0 1091.18 968.232 709.57 331.567 378.003 303.253 59.9443 8468.82 6798.61 4804.69
internal_count=4780 506 468 332 137 195 160 54 4274 3400 2485
is_linear=0
shrinkage=0.06


Tree=851
num_leaves=12
num_cat=0
split_feature=4 141 80 51 128 94 68 105 38 112 140
split_gain=0.0126517 0.0455305 0.0900363 0.0537449 0.0461233 0.0455165 0.0399367 0.0554781 0.0398491 0.0551636 0.0513907
threshold=0.0005375427135732026 0.00017767510871635753 0.015200819820165636 0.0005375427135732026 0.00070876078098081063 0.0016846025246195497 0.0017376682371832433 0.0041444667149335155 0.0036604277556762104 0.0019071503775194289 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 8 -8 9 10 -1
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00022204726594111734 -0.0036549284513365263 -1.4913680842964073e-05 -0.0038983231740032927 0.00085969471721879026 -0.00098518677787724209 -0.0001709816433551473 0.00039787696394678667 -0.00057511964222717684 0.0011854487300716043 0.00098338493972197484 -0.0015474040727974307
leaf_weight=1068.6078728437424 29.972131133079529 5995.2599107027054 29.972131133079529 109.25612223148346 87.977267742156982 24.515413880348206 1657.4321430921555 241.63654720783234 75.953754305839539 122.67074680328369 116.74564254283905
leaf_count=518 27 2838 27 58 55 14 911 153 28 62 89
internal_value=0 -4.99476e-05 -0.000795303 -0.000424428 3.66908e-05 -0.00209059 9.54097e-05 0.00027405 -0.000149719 -0.000227333 -0.000352701
internal_weight=0 6276.95 281.693 251.721 197.233 54.4875 3283.05 1899.07 1383.98 1308.02 1185.35
internal_count=4780 3019 181 154 113 41 1761 1064 697 669 607
is_linear=0
shrinkage=0.06


Tree=852
num_leaves=12
num_cat=0
split_feature=75 25 1 141 81 69 96 118 4 116 142
split_gain=0.0118076 0.0279332 0.027836 0.0269256 0.0224416 0.0552624 0.0999538 0.0882998 0.0824351 0.0750415 0.0881924
threshold=0.023343417793512348 0.044033329933881767 0.022641776129603389 0.013439828064292671 0.010180860292166473 0.00899649551138282 0.0023699469165876512 0.01884530205279589 0.0015833032084628942 0.00087947337306104611 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 -6 8 -8 -10 -11
right_child=1 -3 -4 -5 5 -7 7 -9 9 10 -12
leaf_value=3.323842943242937e-05 9.4563921286900036e-05 -0.0010539142422785752 0.0016666771507903113 0.0014184746393352745 -0.0010152121157767143 0.00049641618491301509 -0.00087358827180223416 0.0014453773552491657 0.001765459637363225 0.00024733892842499698 -0.0020521691883399976
leaf_weight=6808.6667348146439 546.74899816513062 55.784978747367859 52.54841935634613 61.429050803184509 532.86598658561707 346.37272620201111 406.03595626354218 130.81600892543793 96.216207265853882 453.40869057178497 69.105925917625427
leaf_count=3595 250 26 15 23 286 118 196 37 22 174 38
internal_value=0 0.000234213 0.000343112 0.000228497 -1.90136e-05 -0.000193846 -0.000335469 -2.19629e-05 -0.000209398 0.000226541 -5.71203e-05
internal_weight=0 716.511 660.726 608.178 8843.49 2034.82 1688.45 1155.58 1024.77 618.731 522.515
internal_count=4780 314 288 273 4466 871 753 467 430 234 212
is_linear=0
shrinkage=0.06


Tree=853
num_leaves=12
num_cat=0
split_feature=107 11 94 72 133 29 96 40 33 140 94
split_gain=0.0124916 0.0188312 0.0141694 0.036466 0.111523 0.0671924 0.0902427 0.0362847 0.0335863 0.068891 0.0329218
threshold=0.048151826485991485 0.004017772153019906 0.015200819820165636 0.001792412775103003 0.0079489401541650313 0.018276390619575981 0.0026833302108570938 0.00060774214216507982 0.0070226341485977182 0.00090704852482303988 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 7 8 -7 -4 -5 -10 -1
right_child=1 -3 3 5 -6 6 -8 -9 9 -11 -12
leaf_value=2.8639669806277002e-06 -3.2014599241571487e-05 0.0013281829699881239 -0.00049185886454447341 0.00038438812748645373 0.00076273437597608245 0.0030098909655491106 -0.00010823511769202902 -0.0027473740331720301 0.00075264233459758237 -0.0019202106277196127 -0.00041691717967647194
leaf_weight=7688.8562715053558 86.679834008216858 63.368176460266113 42.276676774024963 475.61026918888092 126.28201580047607 74.937352776527405 60.225294470787048 65.494656920433044 64.946642398834229 74.375288367271423 736.94720494747162
leaf_count=3822 70 49 30 194 41 19 30 59 10 67 389
internal_value=0 0.000542925 -8.69244e-06 0.000206727 -0.000446974 0.000410735 0.00162147 -0.00186385 0.000144392 -0.000674581 -3.38559e-05
internal_weight=0 150.048 9409.95 984.148 234.053 750.095 135.163 107.771 614.932 139.322 8425.8
internal_count=4780 119 4661 450 130 320 49 89 271 77 4211
is_linear=0
shrinkage=0.06


Tree=854
num_leaves=12
num_cat=0
split_feature=9 42 23 46 94 2 34 25 58 94 51
split_gain=0.0122823 0.0567106 0.0707466 0.0548639 0.0707814 0.0529537 0.063742 0.0736559 0.0528288 0.0491086 0.0377307
threshold=0.0012357163941487672 0.00093549740267917525 0.017724351026117805 0.0045489775948226461 0.0062037324532866487 0.00099512818269431613 0.0018488886416889729 0.00077738583786413084 0.044033329933881767 0.0028552538715302949 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 -2 6 7 -3 -8 -7 -1
right_child=1 5 -4 -5 -6 9 8 -9 -10 -11 -12
leaf_value=4.7636280929410149e-05 -0.0026555371086145131 0.00320253024838702 -0.0025738805780178404 0.000206187503679547 -5.9364737843855482e-05 0.00045643181620615164 0.00020114874680947516 0.00040410726036492115 0.001940479560204395 -0.0024167835780669715 -0.00025134906029649804
leaf_weight=5574.1371865272522 63.27449905872345 62.63280713558197 46.716992497444153 423.24920463562012 93.715017199516296 40.243873715400696 980.89758741855621 73.63991904258728 67.07312285900116 45.606913566589355 2088.8125599622726
leaf_count=2685 57 16 34 163 44 12 536 34 20 33 1146
internal_value=0 0.000136654 -0.000330233 -0.000149177 -0.00110677 0.000367131 0.000471465 0.00169171 0.000312645 -0.00107096 -3.38651e-05
internal_weight=0 1897.05 626.956 580.239 156.99 1270.09 1184.24 136.273 1047.97 85.8508 7662.95
internal_count=4780 949 298 264 101 651 606 50 556 45 3831
is_linear=0
shrinkage=0.06


Tree=855
num_leaves=12
num_cat=0
split_feature=51 1 83 18 136 51 115 81 42 83 80
split_gain=0.0123101 0.0287226 0.0257412 0.0204684 0.016676 0.0165616 0.060462 0.0989233 0.0919012 0.0915317 0.0747841
threshold=0.027182282879948619 0.0098710241727530974 0.0026833302108570938 0.0081988852471113222 0.00062670491752214741 0.0038949446752667431 0.00085274505545385193 0.020658296532928947 0.001792412775103003 0.023343417793512348 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 -7 9 -9 -8 -11
right_child=1 -3 3 -5 -6 6 7 8 -10 10 -12
leaf_value=3.7389494033407815e-05 -0.0010032904611574965 -0.0011796212976156466 0.00075521903747889792 0.0018053985468816365 -0.00040073303034045515 0.00029341472021695469 -2.806185026633777e-05 -0.0040037534032948408 -0.00058128699665363579 -0.00079402365439759073 -0.0035152466753808412
leaf_weight=6550.0464437007904 35.522525787353516 39.962841510772705 187.33635699748993 50.328261494636536 59.021538138389587 803.28495848178864 1450.5827523469925 48.843472957611084 66.885768055915833 224.89168584346771 43.293078303337097
leaf_count=3168 32 36 96 13 37 376 757 44 36 146 39
internal_value=0 0.000338215 0.000521103 0.000703896 0.00047823 -1.37309e-05 -0.000140668 -0.000330749 -0.00202795 -0.00021636 -0.00123446
internal_weight=0 372.172 332.209 296.686 246.358 9187.83 2637.78 1834.5 115.729 1718.77 268.185
internal_count=4780 214 178 146 133 4566 1398 1022 80 942 185
is_linear=0
shrinkage=0.06


Tree=856
num_leaves=12
num_cat=0
split_feature=119 29 99 92 60 60 36 93 144 29 110
split_gain=0.0116967 0.0237797 0.0139286 0.0134288 0.0453175 0.0424707 0.0343815 0.0443631 0.0518492 0.0578411 0.0441667
threshold=0.0034400182776153092 0.021960759535431865 0.00050559637020342063 0.0041444667149335155 0.079227816313505187 0.079227816313505187 0.0012357163941487672 0.0028552538715302949 0.00044738779251929378 0.027182282879948619 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -5 -1 -8 -9 10 -10
right_child=1 -3 -4 5 -6 -7 7 8 9 -11 -12
leaf_value=-0.00013625788655151133 0.00051439057553360351 0.0017288980372454294 -0.001263927784337736 4.570742531197653e-05 -0.0012547304939597896 0.0012159088126855277 -1.2563636879348472e-05 0.0014166755632695933 -0.0017379486669099392 0.0025049367988481089 0.0002402896668380197
leaf_weight=3994.6494511365891 49.030827760696411 42.370354175567627 23.311657547950745 3548.0230113267899 112.77371382713318 115.1812264919281 1179.2551062107086 197.79545438289642 50.047229290008545 33.583400130271912 213.97825133800507
leaf_count=2111 28 22 21 1741 45 31 553 65 37 6 120
internal_value=0 0.000601925 -5.96088e-05 -7.3471e-06 -6.42912e-05 8.2534e-05 -4.05893e-05 0.000187608 0.000664002 0.000163456 -0.00013521
internal_weight=0 114.713 72.3425 9445.29 5782.08 3663.2 5669.31 1674.66 495.404 297.609 264.025
internal_count=4780 71 49 4709 2937 1772 2892 781 228 163 157
is_linear=0
shrinkage=0.06


Tree=857
num_leaves=12
num_cat=0
split_feature=63 95 93 125 39 142 58 78 95 18 47
split_gain=0.0124899 0.030145 0.0547366 0.050731 0.0698007 0.0514122 0.042792 0.0422404 0.0557777 0.0549767 0.0470256
threshold=0.00042089859198313212 0.0012745757703669371 0.00096484774257987748 0.020035739988088611 0.00017767510871635753 0.0014427106943912806 0.0095705352723598498 0.037906534969806678 0.0031340263085439806 0.0013986918493174019 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 10 -10 -3
right_child=-2 7 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=3.4998552263783965e-05 -3.4740834957494972e-05 -0.002615820856500715 6.7793866397770048e-05 0.0026353494543722676 -0.00060001920595950935 0.00099817908924077804 0.003014265097155187 -0.0017380455513178223 0.00062123021797181883 -0.0016676488815203466 -0.00038302598749285832
leaf_weight=866.55945754051208 7610.1343448162079 42.1829993724823 92.230228662490845 51.438340425491333 114.71283948421478 89.274701476097107 65.963043928146362 57.91145920753479 354.69129323959351 42.1829993724823 172.71797609329224
leaf_count=433 3743 38 75 14 71 40 19 36 174 38 99
internal_value=0 0.000135456 0.000306079 0.000873865 0.000623033 0.00118999 0.00185624 -0.000190704 -4.39708e-05 0.000377591 -0.000822315
internal_weight=0 1949.87 1280.18 413.619 362.181 247.468 155.238 669.687 611.775 396.874 214.901
internal_count=4780 1037 652 219 205 134 59 385 349 212 137
is_linear=0
shrinkage=0.06


Tree=858
num_leaves=12
num_cat=0
split_feature=124 99 107 72 133 11 142 144 145 123 75
split_gain=0.0119956 0.0233171 0.0371347 0.0486848 0.0329188 0.0305342 0.0215881 0.0240254 0.023386 0.0376721 0.0203319
threshold=0.02129978779703379 0.00017767510871635753 0.0016331639490090313 0.0072436286136507997 0.010829726699739696 0.020658296532928947 0.00899649551138282 0.0020292587578296666 0.00066645268816500913 0.00075379351619631063 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 5 6 7 -3 -9 -10 -1
right_child=1 4 -4 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-4.71339916660965e-05 -0.0021690316527821075 0.0014254064460632791 0.0004448769705947655 0.00012963313039985867 -0.00089339251302525576 0.001481063524092212 -0.00049739592844301808 0.0008462686453309888 -0.0017028718515867027 0.00024335700571508258 0.00035188176102395828
leaf_weight=7981.0880625247955 65.682011723518372 79.283991098403931 120.4505889415741 66.885768055915833 71.232406377792358 91.682214140892029 100.28181338310242 180.12786889076233 41.072920441627502 274.4845780134201 487.72746002674103
leaf_count=4061 43 31 60 36 48 26 58 41 37 126 213
internal_value=0 0.000187205 -0.000317517 -0.00101004 0.000339586 0.000454206 0.000314586 0.000456268 0.000300999 -1.04231e-05 -2.41504e-05
internal_weight=0 1091.18 253.018 132.568 838.166 766.933 675.251 574.969 495.685 315.557 8468.82
internal_count=4780 506 139 79 367 319 293 235 204 163 4274
is_linear=0
shrinkage=0.06


Tree=859
num_leaves=12
num_cat=0
split_feature=125 143 82 51 73 23 45 63 32 94 109
split_gain=0.0121183 0.0581102 0.0473429 0.0762561 0.0681008 0.0638448 0.0461462 0.0410223 0.0414669 0.0415762 0.0238787
threshold=0.027182282879948619 0.0070226341485977182 0.00017767510871635753 0.0011261500185355546 0.020658296532928947 0.0044099434744566688 0.0014427106943912806 0.0019071503775194289 0.0095705352723598498 0.0022272822679951791 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -5 10 9 -9 -3
right_child=1 7 3 6 -6 -7 -8 8 -10 -11 -12
leaf_value=1.8626962249863948e-05 -0.0051168103411184081 0.0014813247776088111 0.00073508981343684259 -0.0028925604186879825 -0.00032839185116679165 -0.0012365801654999774 -0.00036024297920880604 -2.078508313430534e-05 0.0008304170556116447 -0.0026058029302343062 -6.7819621633465708e-06
leaf_weight=8882.996740937233 29.972131133079529 112.96106863021851 125.07825946807861 45.513236165046692 62.539129734039307 31.17588746547699 60.037939667701721 49.124505162239075 60.412649273872375 41.072920441627502 59.115215539932251
leaf_count=4445 27 29 48 41 24 20 46 20 14 37 29
internal_value=0 -0.0002447 -0.00077509 -0.000266919 -0.00172165 -0.00314375 -0.00145387 0.000337739 -0.000385249 -0.0011995 0.000970392
internal_weight=0 677.003 354.317 230.629 123.687 61.148 105.551 322.686 150.61 90.1974 172.076
internal_count=4780 335 206 135 71 47 87 129 71 57 58
is_linear=0
shrinkage=0.06


Tree=860
num_leaves=12
num_cat=0
split_feature=99 133 21 115 2 52 65 143 118 69 11
split_gain=0.0127501 0.0192925 0.0318686 0.0349151 0.0256624 0.0164616 0.0567701 0.061394 0.0562819 0.0681923 0.0863197
threshold=0.034632634371519096 0.010829726699739696 0.00040826165059115743 0.00068727668258361529 0.00087947337306104611 0.0079489401541650313 0.00077738583786413084 0.014740333426743748 0.0038949446752667431 0.00073092587990686308 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 -1 8 -8 9 -7 -11
right_child=1 2 -4 -5 -6 6 7 -9 -10 10 -12
leaf_value=3.0521749414117149e-05 0.00061882218782798514 -1.7724448499110682e-05 0.00058015349747012458 -0.0025359894867537161 -0.0010149728905356995 -0.00049846723680321945 -0.00099134349042175507 -3.2328531803949699e-05 0.0012929830041373785 0.0008236044180408177 -0.00068903161651691564
leaf_weight=6628.3655610084534 395.76421368122101 44.684189438819885 75.766399502754211 35.522525787353516 37.836361050605774 591.33951020240784 477.26836264133453 483.94288611412048 127.39209473133087 471.45098567008972 190.66659379005432
leaf_count=3473 211 16 44 32 26 274 244 153 42 166 99
internal_value=0 0.000270229 -0.000301897 -0.0011348 0.000476055 -1.7793e-05 -0.000154526 -0.00050856 9.19362e-05 -3.02228e-05 0.00038798
internal_weight=0 589.574 155.973 80.2067 433.601 8970.43 2342.06 961.211 1380.85 1253.46 662.118
internal_count=4780 329 92 48 237 4451 978 397 581 539 265
is_linear=0
shrinkage=0.06


Tree=861
num_leaves=12
num_cat=0
split_feature=20 111 111 111 24 49 49 123 67 31 39
split_gain=0.0126848 0.0204323 0.0194991 0.0261126 0.0267562 0.0236693 0.0377287 0.0247671 0.0440732 0.0257981 0.0406583
threshold=0.0042751494329422721 0.0087224207818508166 0.0035485138650983576 0.00057154725072905432 0.001792412775103003 0.00096484774257987748 0.00044738779251929378 0.00043393640953581786 0.00044738779251929378 0.00052132029668428015 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 8 -2 10 -9
right_child=2 -3 -4 4 -6 -7 -8 9 -10 -11 -12
leaf_value=-2.1507704000570045e-05 -8.5031658583113649e-06 -0.0012352528234498971 0.0012088504880985126 0.00016274551587823057 -0.0022776062644952293 0.00085504845781731722 -0.0011656482555829407 -0.00026380568477848705 0.00090186796401799238 6.6594468351881237e-05 -0.0031513603139207945
leaf_weight=8080.367524266243 508.44425010681152 50.140906691551208 61.522728204727173 32.285966396331787 32.285966396331787 161.80454158782959 81.223116755485535 51.157308220863342 306.95789921283722 167.16758143901825 26.641894340515137
leaf_count=4013 264 29 15 21 21 73 57 38 131 94 24
internal_value=0 -2.9008e-05 0.000164794 0.000117754 -0.00105907 0.000176132 7.98386e-05 0.000175342 0.000334274 -0.000353602 -0.00125541
internal_weight=0 8130.51 1429.49 1367.97 64.5719 1303.4 1141.59 1060.37 815.402 244.967 77.7992
internal_count=4780 4042 738 723 42 681 608 551 395 156 62
is_linear=0
shrinkage=0.06


Tree=862
num_leaves=12
num_cat=0
split_feature=100 141 9 46 96 109 12 56 63 144 33
split_gain=0.0127484 0.024904 0.0255293 0.0142325 0.0141572 0.0617256 0.0472677 0.0449646 0.0243142 0.0798348 0.0749299
threshold=0.034632634371519096 0.0018488886416889729 0.00017767510871635753 0.0016846025246195497 0.018276390619575981 0.0066005610860884198 0.00075379351619631063 0.00080172589514404546 0.0095705352723598498 0.00096484774257987748 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 8 6 7 -6 -1 10 -10
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-5.2918176174751615e-06 0.00075797662851172405 -0.0014946173122319902 -0.00067070849907572216 0.00073625482392513817 -0.00133542070175764 0.00094778138215799402 -0.0015677314440092924 0.0010903613676084278 -0.0032174566229299325 0.00013975400328888838 -0.00064118805668241983
leaf_weight=8192.8602058887482 217.49584293365479 42.1829993724823 40.150196313858032 72.436162710189819 41.072920441627502 249.04644000530243 82.426873087882996 82.80158269405365 56.614025473594666 339.24386560916901 143.66856908798218
leaf_count=4082 107 38 20 41 37 95 50 18 51 152 89
internal_value=0 0.000344137 -0.000237542 0.000234358 -1.39775e-05 0.000312145 -0.00045528 0.000285619 -3.09864e-05 -0.000421093 -0.00137067
internal_weight=0 372.265 154.769 112.586 9187.73 455.348 206.301 123.875 8732.39 539.526 200.283
internal_count=4780 206 99 61 4574 200 105 55 4374 292 140
is_linear=0
shrinkage=0.06


Tree=863
num_leaves=12
num_cat=0
split_feature=26 81 77 50 131 101 39 142 15 78 38
split_gain=0.0125466 0.0310567 0.0369947 0.0359115 0.0721422 0.0366916 0.0343919 0.0460577 0.0372192 0.0383124 0.0364439
threshold=0.00087947337306104611 0.013860232196748258 0.007706565549597145 0.007706565549597145 0.0033348383149132137 0.00064626874518580746 0.0031340263085439806 0.013439828064292671 0.019431582652032379 0.0049928687512874612 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 -3 7 8 9 -2 -10
right_child=1 3 -4 4 -6 -7 -8 -9 10 -11 -12
leaf_value=-2.5171761346359729e-05 -6.6368056718704114e-05 0.00075621852368254851 0.0014692563154705164 -0.0032348956067596601 6.1815426651957108e-05 -0.00091617690977418827 0.00063011460238125998 -0.0021099460009227941 -0.00014439885269200799 -0.0022887024795053912 0.0020341058707158189
leaf_weight=8432.0096129179001 170.40414083003998 125.26561427116394 98.342687726020813 39.962841510772705 59.208892941474915 75.672722101211548 375.408083319664 39.962841510772705 55.691301345825195 33.302367925643921 54.768577218055725
leaf_count=4160 105 32 32 36 21 52 225 36 34 30 17
internal_value=0 0.000187891 0.000377435 -0.000334933 -0.00126857 0.000126257 0.000230074 -0.000194061 5.02382e-05 -0.000430625 0.000936617
internal_weight=0 1127.99 827.88 300.11 99.1717 200.938 729.537 354.129 314.166 203.707 110.46
internal_count=4780 620 479 141 57 84 447 222 186 135 51
is_linear=0
shrinkage=0.06


Tree=864
num_leaves=12
num_cat=0
split_feature=51 20 102 86 24 117 106 21 96 141 92
split_gain=0.0119445 0.0267476 0.0306789 0.0254041 0.0222383 0.0166844 0.0401147 0.0689828 0.0884818 0.074896 0.0535179
threshold=0.027182282879948619 0.00038414125447161501 0.00042089859198313212 0.000490355829242617 0.0049928687512874612 0.0023699469165876512 0.0019071503775194289 0.00040826165059115743 0.0012357163941487672 0.0056525857653468856 0.088838413357734694
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -4 6 10 8 -8 -9 -1
right_child=1 2 4 -5 -6 -7 7 9 -10 -11 -12
leaf_value=-4.4086577706588525e-06 0.00020802916803251695 0.0019716660966396069 0.00067341275754417569 -0.0015439798056370033 -0.0010477562061214708 -6.9106708908984153e-05 8.3905093991709913e-05 -0.00029764340580622494 0.0022259647012652733 0.0008711234264858202 -0.0016568201497869377
leaf_weight=1734.8987857103348 100.28181338310242 54.768577218055725 141.54208862781525 42.276676774024963 33.302367925643921 6239.7302079200745 132.75513458251953 555.52190232276917 145.43438982963562 306.03517508506775 73.452564239501953
leaf_count=714 58 17 79 30 30 3228 63 363 34 114 50
internal_value=0 0.00033315 0.000733822 -0.000312259 0.000345173 -1.35309e-05 0.000104095 0.000382864 0.00120415 0.000117569 -7.16151e-05
internal_weight=0 372.172 229.613 142.558 174.844 9187.83 2948.1 1139.75 278.19 861.557 1808.35
internal_count=4780 214 126 88 109 4566 1338 574 97 477 764
is_linear=0
shrinkage=0.06


Tree=865
num_leaves=12
num_cat=0
split_feature=63 108 33 30 35 79 95 133 59 110 97
split_gain=0.0118952 0.0233329 0.052718 0.0428277 0.0479676 0.039162 0.0535417 0.039469 0.0599681 0.0363784 0.0422751
threshold=0.00042089859198313212 0.0019672545604407792 0.0046923852059990176 0.00038414125447161501 0.0054799309000372895 0.00096484774257987748 0.00039601318712811922 0.0015349716995842757 0.00064626874518580746 0.00075379351619631063 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -3 -9 10 -5
right_child=-2 3 -4 9 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00020929663422830319 -3.3906491005097078e-05 0.00010529792543144287 0.0017115476099700323 0.0013318500046460191 -0.0022388743094932809 0.0022707680859934305 -0.00035879538813410192 0.00052945964363691224 -0.0029006486064477931 1.9856195651436839e-05 -0.00012683754092943558
leaf_weight=844.07684671878815 7610.1343448162079 216.01105439662933 54.674899816513062 303.72133982181549 35.522525787353516 58.192491412162781 53.377466082572937 31.17588746547699 44.403157234191895 215.18200767040253 93.527662396430969
leaf_count=437 3743 138 25 120 32 12 40 20 40 113 60
internal_value=0 0.000132189 -9.22661e-05 0.0003241 -0.000128414 5.80484e-05 0.00101353 -0.000307767 -0.00148692 0.000648202 0.000988473
internal_weight=0 1949.87 898.752 1051.11 438.683 403.16 111.57 291.59 75.579 612.431 397.249
internal_count=4780 1037 462 575 282 250 52 198 60 293 180
is_linear=0
shrinkage=0.06


Tree=866
num_leaves=12
num_cat=0
split_feature=9 46 104 14 4 29 7 124 136 9 128
split_gain=0.0130507 0.0428556 0.0635167 0.0647548 0.0505859 0.0404359 0.0345376 0.0343367 0.0338725 0.0318177 0.052852
threshold=0.0016846025246195497 0.0081988852471113222 0.002945306478068233 0.00055427959887310873 0.00077738583786413084 0.010180860292166473 0.00040826165059115743 0.0022272822679951791 0.0010263677686452868 0.0015349716995842757 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 6 -2 -6 -4 -5 -9 -1 -11
right_child=1 -3 3 7 5 -7 -8 8 -10 10 -12
leaf_value=-1.4736562265210898e-05 -0.0025087385590073273 0.00044949563473547415 8.4095550225683552e-05 -0.0012022028644191778 -3.3634767057166282e-05 -0.0022572944411355361 0.0023429505975029203 -0.00079167401852649557 0.0014726456433184082 0.00014313658761034716 -0.0025392250270379903
leaf_weight=8117.093806385994 57.724104404449463 805.87982594966888 37.930038452148438 85.663432478904724 148.29623961448669 36.632604718208313 68.089524388313293 43.293078303337097 52.54841935634613 59.115215539932251 47.733394026756287
leaf_count=4038 52 346 18 61 77 33 29 39 15 29 43
internal_value=0 0.000173893 -0.000245034 0.000358235 -0.000959713 -0.000475102 0.00153565 -0.000329979 0.000450059 -2.82833e-05 -0.00105643
internal_weight=0 1336.06 530.177 287.524 242.653 184.929 106.02 181.505 95.8415 8223.94 106.849
internal_count=4780 670 324 162 162 110 47 115 54 4110 72
is_linear=0
shrinkage=0.06


Tree=867
num_leaves=12
num_cat=0
split_feature=9 58 46 149 25 112 50 27 1 109 145
split_gain=0.0118196 0.0364663 0.0364549 0.0460769 0.06928 0.0757798 0.0670652 0.0699285 0.078587 0.0622416 0.0576222
threshold=0.0012357163941487672 0.044033329933881767 0.0053125319536775359 0.00060774214216507982 0.0012745757703669371 0.00040826165059115743 0.0013986918493174019 0.00090704852482303988 0.0012357163941487672 0.014740333426743748 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 10 -4 -8 -9 -7 -6
right_child=1 -3 3 -5 5 9 7 8 -10 -11 -12
leaf_value=6.8496327300881143e-05 6.4770941655709156e-05 0.0011328848781122708 -0.0010046395650106336 -0.00041054135518766443 0.00060105318441474882 -0.0027840204360010889 -0.0001360813769258092 0.0030835631438753865 0.00076298141443972031 0.0005256184414622108 -0.00046721674232968015
leaf_weight=4776.9506372213364 1774.098158121109 122.95177900791168 66.885768055915833 1640.0315399169922 308.630042552948 68.824893712997437 112.68003642559052 88.351977348327637 129.61225259304047 29.049407005310059 441.93319165706635
leaf_count=2363 911 38 36 960 84 62 53 23 44 10 196
internal_value=0 0.000134054 -3.32229e-05 -0.000201587 7.34651e-05 -0.000232788 0.000726986 0.00107747 0.00170461 -0.00180218 -2.79248e-05
internal_weight=0 1897.05 7662.95 2886 1245.97 848.438 397.53 330.644 217.964 97.8743 750.563
internal_count=4780 949 3831 1468 508 352 156 120 67 72 280
is_linear=0
shrinkage=0.06


Tree=868
num_leaves=12
num_cat=0
split_feature=99 133 135 107 40 5 72 125 10 142 75
split_gain=0.0122205 0.0176004 0.0330917 0.0526415 0.0235679 0.0171145 0.0416391 0.0138248 0.0798738 0.0390061 0.0557978
threshold=0.034632634371519096 0.010829726699739696 0.00044738779251929378 0.0035485138650983576 0.018276390619575981 0.00066645268816500913 0.0014881226234138014 0.027182282879948619 0.00050559637020342063 0.018276390619575981 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 4 -3 -2 -7 -1 -9 10 -10
right_child=1 2 -4 -5 -6 6 -8 8 9 -11 -12
leaf_value=2.088068226437247e-06 0.00083310482163061357 -0.0033044098117509658 0.00073960154948112043 0.00096319133612355495 -0.00090203681748057666 -0.0017596090957526244 0.00045977337698917942 -0.0022494567927169649 -0.0010658167708449879 0.0010046525647257709 0.00034303556551072012
leaf_weight=8394.8149437904358 219.62232339382172 28.862052202224731 65.869366526603699 31.17588746547699 30.065808534622192 36.632604718208313 177.34564661979675 66.885768055915833 188.07172632217407 101.76660192012787 218.88695406913757
leaf_count=4175 117 26 27 20 19 33 87 36 129 27 84
internal_value=0 0.00026456 -0.000281903 -0.00102865 -0.00208229 0.000461151 7.91755e-05 -1.74179e-05 -0.000301848 -4.53903e-05 -0.000308153
internal_weight=0 589.574 155.973 90.1037 58.9279 433.601 213.978 8970.43 575.611 508.725 406.959
internal_count=4780 329 92 65 45 237 120 4451 276 240 213
is_linear=0
shrinkage=0.06


Tree=869
num_leaves=12
num_cat=0
split_feature=26 39 60 31 26 110 148 81 135 138 136
split_gain=0.0121128 0.0330655 0.046433 0.0382751 0.051517 0.0431333 0.036984 0.0476112 0.0319636 0.0550165 0.031664
threshold=0.00087947337306104611 0.0031340263085439806 0.0019672545604407792 0.0081988852471113222 0.0016846025246195497 0.0021592099219560628 0.0034400182776153092 0.011880517937242987 0.0010918468469753864 0.0026833302108570938 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -6 -3 -8 -2 -10 -9
right_child=1 6 3 -5 5 -7 7 10 9 -11 -12
leaf_value=-2.4729721113090339e-05 0.0010185029029979916 0.00154939895182763 -0.0035466430115758643 0.00038924528911007809 -0.0020763217203519186 0.0007700880940538753 0.00068245290468476802 -5.2974483578224039e-05 -0.00059956754077105214 0.0014473666350399742 -0.002007547384672001
leaf_weight=8432.0096129179001 120.63794374465942 100.56284558773041 34.412446856498718 49.124505162239075 41.166597843170166 35.709880590438843 326.47093296051025 101.39189231395721 215.91737699508667 60.412649273872375 42.1829993724823
leaf_count=4160 44 34 31 20 29 16 189 59 146 14 38
internal_value=0 0.000184617 -0.000144059 -0.0010052 -0.00162053 -0.000754854 0.000505643 0.000282056 0.000204093 -0.000151695 -0.000628235
internal_weight=0 1127.99 557.381 160.413 111.289 76.8765 570.609 470.046 396.968 276.33 143.575
internal_count=4780 620 300 96 76 45 320 286 204 160 97
is_linear=0
shrinkage=0.06


Tree=870
num_leaves=12
num_cat=0
split_feature=116 107 102 73 31 43 76 101 124 143 18
split_gain=0.0122265 0.0236888 0.0377582 0.043495 0.028672 0.0281953 0.0234916 0.0227379 0.0191959 0.0380784 0.0179055
threshold=0.01884530205279589 0.0031340263085439806 0.0019071503775194289 0.00073092587990686308 0.0016846025246195497 0.00055427959887310873 0.00070876078098081063 0.00075379351619631063 0.00040826165059115743 0.016668972559273246 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 7 -4 8 -5 -6 -3 -2 -10 -1
right_child=1 2 3 5 6 -7 -8 -9 9 -11 -12
leaf_value=-9.4718934594219245e-05 -6.3876195486202295e-05 -0.002378759647818608 0.00078765546470509781 -0.0017893562648469176 -0.0012962151284400829 -1.2518893042917805e-05 0.00074405424484556859 -0.00025036489306780102 0.00050732069051693867 0.0021175087908581474 7.8265159454740424e-05
leaf_weight=4999.70179271698 63.55553126335144 36.632604718208313 186.60098767280579 47.733394026756287 46.716992497444153 98.061655521392822 35.803557991981506 35.616203188896179 139.79031777381897 85.021740555763245 3784.7649056911469
leaf_count=2596 33 33 63 43 34 56 8 24 37 20 1833
internal_value=0 0.000228323 -8.91523e-05 0.000181164 0.000574624 -0.000595084 -0.000411165 -0.00133133 0.000856766 0.00111695 -2.01891e-05
internal_weight=0 775.533 404.645 332.396 370.888 145.795 82.5206 72.2488 288.368 224.812 8784.47
internal_count=4780 351 219 162 132 99 42 57 90 57 4429
is_linear=0
shrinkage=0.06


Tree=871
num_leaves=12
num_cat=0
split_feature=63 100 148 44 93 125 60 17 80 101 24
split_gain=0.0125293 0.025114 0.0312723 0.0492218 0.0269907 0.0534858 0.0416619 0.0552401 0.0596855 0.0387934 0.0380173
threshold=0.00042089859198313212 0.0058306583669036635 0.017188700847327713 0.0013146653072908523 0.00096484774257987748 0.020035739988088611 0.018276390619575981 0.00040826165059115743 0.0022272822679951791 0.05109804309904576 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 10 7 9 -9 -1 -6
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.00015870944195445788 -3.4795637871387784e-05 -0.0005151022119964585 -5.116567376691018e-05 0.0018374469225768929 -0.00027613822393004979 0.0022134348622181448 -0.0014862585539474516 -0.00011473497245611756 -0.0024307203036334408 0.0020662322229515724 0.00085805898046359332
leaf_weight=789.68297910690308 7610.1343448162079 192.32468724250793 97.045253992080688 101.67292451858521 225.90808737277985 56.98873507976532 68.089524388313293 115.82291841506958 61.148018598556519 40.243873715400696 200.93833637237549
leaf_count=388 3743 149 47 35 155 19 29 72 47 12 84
internal_value=0 0.000135669 0.000206907 0.000915569 0.000116514 0.00048861 -5.099e-05 4.62053e-05 -0.000915888 0.000251445 0.000257862
internal_weight=0 1949.87 1757.54 198.718 1558.82 483.835 1074.99 1006.9 176.971 829.927 426.846
internal_count=4780 1037 888 82 806 258 548 519 119 400 239
is_linear=0
shrinkage=0.06


Tree=872
num_leaves=12
num_cat=0
split_feature=112 127 144 85 77 8 65 135 55 30 82
split_gain=0.0119187 0.0182219 0.01322 0.0428258 0.0334057 0.0510378 0.0562778 0.0475754 0.0383982 0.0340988 0.0311833
threshold=0.0079489401541650313 0.001792412775103003 0.0087224207818508166 0.00046126570669002836 0.0063990866765379914 0.0048403022810816774 0.00077738583786413084 0.00075379351619631063 0.0034400182776153092 0.0051502294372767219 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 -7 10 -8 -6
right_child=1 -3 3 4 8 7 9 -9 -10 -11 -12
leaf_value=-4.5076682266186445e-05 3.6452157097594464e-05 0.00087668105914282988 0.0014603786735908602 0.00033293248176954893 -0.00034097656760888621 0.0017004595477784663 -0.003024972519056405 -0.00026487423103342548 0.00036997237169011341 -0.00047789784916154086 -0.0017184842516125684
leaf_weight=7741.0299812555313 283.53851437568665 138.11817443370819 84.928063154220581 347.01441812515259 351.73576605319977 153.2049423456192 29.972131133079529 62.351774930953979 245.90355801582336 51.157308220863342 71.045051574707031
leaf_count=3869 215 84 28 159 139 41 27 40 76 38 64
internal_value=0 0.000311821 -1.44157e-05 0.000155436 7.08843e-05 0.000379387 2.39436e-07 0.00113211 -0.000226104 -0.00142144 -0.000572808
internal_weight=0 421.657 9138.34 1397.31 1312.38 643.701 428.144 215.557 668.684 81.1294 422.781
internal_count=4780 299 4481 612 584 305 224 81 279 65 203
is_linear=0
shrinkage=0.06


Tree=873
num_leaves=12
num_cat=0
split_feature=20 4 105 17 44 10 11 142 53 7 100
split_gain=0.0123056 0.0183296 0.0480575 0.0501783 0.0889591 0.0517789 0.0474538 0.0566968 0.124892 0.0548088 0.0539443
threshold=0.0042751494329422721 0.0005375427135732026 0.0041444667149335155 0.00066645268816500913 0.0033348383149132137 0.0058306583669036635 0.016668972559273246 0.0028552538715302949 0.0081988852471113222 0.0010918468469753864 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 7 10 9 -9 -1
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00044669397147607153 0.00016231690016996477 -9.4692431920286464e-05 7.2577746603463684e-05 -0.0039536189542828679 -0.0001410468541182138 -0.00053227352742177432 -0.00098366565161887615 0.0015789481910003502 -0.00085993079086251238 0.00031892418336803462 -0.00024711540648044675
leaf_weight=729.00334751605988 1429.4912526607513 5283.7367938756943 234.24070429801941 49.953551888465881 104.81580650806427 23.405334949493408 116.83931994438171 348.68656146526337 143.57489168643951 193.16778385639191 903.08433496952057
leaf_count=301 738 2577 114 45 54 13 81 112 97 77 571
internal_value=0 -2.85666e-05 9.41649e-05 -0.000504694 -0.00126323 -0.00286424 0.000195637 0.000255132 0.00071303 0.0011299 6.27963e-05
internal_weight=0 8130.51 2846.77 412.415 178.175 73.3589 2434.36 2317.52 685.429 541.854 1632.09
internal_count=4780 4042 1465 226 112 58 1239 1158 286 189 872
is_linear=0
shrinkage=0.06


Tree=874
num_leaves=12
num_cat=0
split_feature=51 146 107 112 15 39 127 60 5 108 100
split_gain=0.0120678 0.024359 0.0231881 0.0300343 0.0213117 0.0189324 0.0234152 0.0151527 0.0622674 0.172085 0.143329
threshold=0.027182282879948619 0.0072436286136507997 0.0045489775948226461 0.00037263428384903824 0.028020657598972324 0.0035485138650983576 0.0012745757703669371 0.0070226341485977182 0.0011261500185355546 0.0044099434744566688 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 5 6 -2 -1 9 -9 -11
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=2.1641732571585196e-05 0.00050714228427759997 -0.0018254078065086876 0.00076953047414020555 0.00018455615628824642 -0.00049470820042679545 0.00011272411501160313 0.0022289623854454491 -0.00011230472004063725 0.0001837229093136832 -0.0041672331953742986 -0.00056406119841690295
leaf_weight=7598.9117783308029 50.047229290008545 48.843472957611084 56.895057678222656 59.021538138389587 39.040117383003235 52.361064553260803 65.963043928146362 614.47786283493042 815.41619920730591 77.705525159835815 81.316794157028198
leaf_count=3935 37 44 27 37 19 31 19 214 298 70 49
internal_value=0 0.000334872 -0.0002097 -0.000726444 0.000767353 0.00106011 0.00148724 -1.35932e-05 -0.000182093 -0.000567706 -0.00232625
internal_weight=0 372.172 164.76 107.865 207.411 168.371 116.01 9187.83 1588.92 773.5 159.022
internal_count=4780 214 108 81 106 87 56 4566 631 333 119
is_linear=0
shrinkage=0.06


Tree=875
num_leaves=12
num_cat=0
split_feature=16 77 19 125 5 142 143 92 101 38 94
split_gain=0.011717 0.0126601 0.0402082 0.143629 0.0762759 0.088464 0.142564 0.0646954 0.0630286 0.0628972 0.0587637
threshold=0.012086483649909498 0.0030382014811038975 0.0016846025246195497 0.00017767510871635753 0.00043393640953581786 0.00899649551138282 0.035692447796463973 0.021960759535431865 0.013860232196748258 0.00077738583786413084 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 9 -7 -6 -9 -3 -11
right_child=-2 2 3 -5 7 6 -8 8 -10 10 -12
leaf_value=5.6545330129900936e-05 0.00084002260831124572 0.00033135324400709572 -0.0032681470329883099 -0.00018013544704581662 0.00079480692656532122 -0.003228125206899024 -0.00016881704105122154 -0.0013400207779982766 0.001565945709496029 -0.0022089806490236167 -5.1281457679899492e-05
leaf_weight=5287.7743002176285 59.302570343017578 709.85097348690033 55.503946542739868 2185.1364945173264 685.89762401580811 83.349597215652466 159.95909333229065 106.75493216514587 35.803557991981506 74.56264317035675 116.10395061969757
leaf_count=2807 13 308 50 1063 246 67 39 80 8 51 48
internal_value=0 -5.27685e-06 -8.28714e-05 -0.000256772 0.000114695 -0.000202853 -0.00121773 0.000553096 -0.000609601 7.14589e-05 -0.000895793
internal_weight=0 9500.7 4212.92 2240.64 1972.28 1143.83 243.309 828.456 142.558 900.518 190.667
internal_count=4780 4767 1960 1113 847 513 106 334 88 407 99
is_linear=0
shrinkage=0.06


Tree=876
num_leaves=12
num_cat=0
split_feature=107 98 42 88 88 47 117 1 145 128 137
split_gain=0.0120439 0.0177814 0.0149399 0.0138979 0.051393 0.0637423 0.106673 0.082248 0.0786872 0.0755201 0.0636952
threshold=0.048151826485991485 0.00043393640953581786 0.017724351026117805 0.00017767510871635753 0.00064626874518580746 0.0056525857653468856 0.0031340263085439806 0.0063990866765379914 0.0010918468469753864 0.0022272822679951791 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 9 -7 -8 -9
right_child=1 2 -4 4 -6 8 7 10 -10 -11 -12
leaf_value=-0.00010433227534396175 0.0019013715460667467 -0.000710156749381047 0.00069263618341374811 0.0018428128776674993 -3.0725882833431422e-05 -0.0028621705856798066 -9.5571730381980669e-05 0.0024966871094652971 0.0001080279476604308 -0.0032821283939875059 9.1631969686215267e-05
leaf_weight=3451.806804060936 27.751973271369934 41.072920441627502 81.223116755485535 229.2523740530014 4988.5213758945465 35.522525787353516 189.46283745765686 76.047431707382202 325.54820883274078 31.082210063934326 82.707905292510986
leaf_count=1719 25 37 57 61 2497 32 106 20 172 28 26
internal_value=0 0.000533108 0.000221315 -8.53416e-06 4.69666e-05 0.000446641 0.000821317 0.000203593 -0.000184895 -0.000545949 0.00124455
internal_weight=0 150.048 122.296 9409.95 5958.14 969.623 608.553 379.3 361.071 220.545 158.755
internal_count=4780 119 94 4661 2942 445 241 180 204 134 46
is_linear=0
shrinkage=0.06


Tree=877
num_leaves=12
num_cat=0
split_feature=116 0 23 45 150 134 23 40 62 56 1
split_gain=0.0115332 0.0290283 0.0416957 0.0502911 0.0533439 0.0393626 0.0381344 0.0311378 0.030004 0.0421032 0.0271532
threshold=0.012636432424187662 0.0087224207818508166 0.030689206905663017 0.0022975050378590827 0.0017376682371832433 0.0015349716995842757 0.059226244688034065 0.0048403022810816774 0.00046126570669002836 0.0014427106943912806 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 7 8 9 -2 -4
right_child=1 2 10 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-2.5763196478304364e-05 -0.0022775494660061341 -0.0016901592280032013 0.00047158888643865485 0.00161179970206151 -6.1433398149629754e-05 0.00087735558423960669 -0.0019626179981419248 0.00017710871401849658 0.00010507150648630945 0.00017226429065658915 0.0021067998689404295
leaf_weight=8294.8937901258469 71.045051574707031 45.606913566589355 66.979445457458496 97.326286196708679 231.73951423168182 129.61225259304047 44.496834635734558 376.15750253200531 82.426873087882996 39.133794784545898 80.581424832344055
leaf_count=4182 64 33 28 23 136 44 32 161 50 11 16
internal_value=0 0.000168715 0.000511456 0.000174871 0.00043379 -7.2265e-05 -0.000273077 -0.000140575 -0.00076078 -0.00140805 0.00136538
internal_weight=0 1265.11 522.234 374.673 329.066 742.872 613.26 568.763 192.606 110.179 147.561
internal_count=4780 598 236 192 159 362 318 286 125 75 44
is_linear=0
shrinkage=0.06


Tree=878
num_leaves=12
num_cat=0
split_feature=34 108 109 8 20 141 136 143 96 51 92
split_gain=0.0120247 0.0212075 0.0198877 0.0217809 0.0218136 0.0232161 0.0248354 0.0183647 0.0224215 0.0165038 0.0317785
threshold=0.02636832278221846 0.011169348377734424 0.054214311763644225 0.0011261500185355546 0.0010263677686452868 0.0044099434744566688 0.00075379351619631063 0.0063990866765379914 0.0023699469165876512 0.027182282879948619 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 5 -5 -7 8 -3 -1 -11
right_child=1 7 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=-3.9598932562659347e-05 0.0012199105181160026 -7.7672458830951516e-05 -0.0007658262250235426 0.00022115644682121506 0.00071730722280741036 -0.0023776795834150209 0.00021651068800000113 0.00018652007923509792 -0.0015662960386470415 0.00065155936119430191 -0.0010800267517516054
leaf_weight=8223.019691824913 118.32410848140717 90.103748202323914 49.030827760696411 197.51442217826843 244.41876947879791 28.862052202224731 24.515413880348206 211.11640155315399 61.054341197013855 267.63674962520599 44.403157234191895
leaf_count=4093 50 65 28 89 107 26 14 77 55 136 40
internal_value=0 0.000194149 0.000395927 0.000488864 0.000314014 -7.90037e-05 -0.00118803 -0.000174946 -0.000679581 -2.3344e-05 0.000404888
internal_weight=0 1024.94 662.666 613.635 495.311 250.892 53.3775 362.274 151.158 8535.06 312.04
internal_count=4780 511 314 286 236 129 40 197 120 4269 176
is_linear=0
shrinkage=0.06


Tree=879
num_leaves=12
num_cat=0
split_feature=93 4 95 129 11 11 110 118 0 24 128
split_gain=0.0120043 0.0205487 0.036755 0.0433389 0.0316343 0.0245271 0.0283519 0.0249574 0.0199227 0.0263313 0.0173549
threshold=0.010829726699739696 0.00039601318712811922 0.0012745757703669371 0.00017767510871635753 0.0019071503775194289 0.027182282879948619 0.00039601318712811922 0.0014427106943912806 0.013439828064292671 0.0020292587578296666 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 8 -7 9 -3 -8
right_child=1 5 3 -5 -6 7 10 -9 -10 -11 -12
leaf_value=-2.7790837946785689e-05 0.0003919230647972449 -0.00064066212108684515 -0.0019153194161264087 0.00053535445249792773 0.0017372399390415425 0.00013796234892101797 -0.00010549605010047048 0.0017529666589457657 0.00011976806333328447 -0.0031998289569998306 0.00066261226552318268
leaf_weight=8167.1550855636597 156.98951625823975 33.396045327186584 41.072920441627502 70.309682250022888 105.0031613111496 92.604938268661499 655.71003830432892 54.768577218055725 31.269564867019653 25.531815409660339 126.18833839893341
leaf_count=3978 101 22 37 31 38 43 429 17 12 23 49
internal_value=0 0.000162777 0.00054352 -0.000369252 0.000931565 2.32916e-05 -9.77133e-05 0.00073893 -0.00110435 -0.00175302 1.85356e-05
internal_weight=0 1392.84 373.375 111.383 261.993 1019.47 872.096 147.374 90.1974 58.9279 781.898
internal_count=4780 802 207 68 139 595 535 60 57 45 478
is_linear=0
shrinkage=0.06


Tree=880
num_leaves=12
num_cat=0
split_feature=90 35 106 117 58 124 125 24 96 81 99
split_gain=0.011988 0.019342 0.0323183 0.0201628 0.0136242 0.0132185 0.0345132 0.0232837 0.036101 0.0412881 0.0289954
threshold=0.0020932231564074759 0.0012357163941487672 0.0084566329605877417 0.0036604277556762104 0.0031340263085439806 0.02129978779703379 0.00042089859198313212 0.002945306478068233 0.0023699469165876512 0.004017772153019906 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1 -7 8 10 -10 -8
right_child=1 3 -4 -5 -6 6 7 -9 9 -11 -12
leaf_value=-3.7423191302917237e-05 -0.001894217158530033 -0.00071282536233299254 0.00051534085727580566 0.0012577332824455583 0.00086752690309303848 -0.00065531151944868578 -9.6252693290336489e-05 -0.00019512148289907886 -5.7355102323475284e-05 0.0019487010861055844 0.0008244807949343081
leaf_weight=8215.6097990274429 31.17588746547699 43.386755704879761 55.691301345825195 109.53715443611145 35.709880590438843 150.42272007465363 322.40532684326172 231.73951423168182 55.691301345825195 109.53715443611145 199.09288811683655
leaf_count=4151 20 31 34 34 16 87 153 136 34 34 50
internal_value=0 0.000389948 -0.000350613 0.000730987 8.53223e-07 -1.15994e-05 0.000186871 0.000324856 0.000500328 0.00127292 0.000255347
internal_weight=0 275.501 86.8672 188.634 79.0966 9284.5 1068.89 918.466 686.727 165.228 521.498
internal_count=4780 135 54 81 47 4645 494 407 271 68 203
is_linear=0
shrinkage=0.06


Tree=881
num_leaves=12
num_cat=0
split_feature=110 100 39 136 20 98 121 113 30 125 70
split_gain=0.0121028 0.0237407 0.0142784 0.0262346 0.0127612 0.0204419 0.0260959 0.0417436 0.0421631 0.0217648 0.0206856
threshold=0.024066280573606495 0.00017767510871635753 0.016668972559273246 0.0013560238294303419 0.0042751494329422721 0.0072436286136507997 0.00064626874518580746 0.0070226341485977182 0.00038414125447161501 0.0010585968848317864 0.034632634371519096
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 10 8 -8 -10 -6
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-4.5501888923502437e-05 -0.0010526845238949664 0.00050898416737536463 0.0015122236766746302 -0.0010245513191946077 0.00027896282952998881 0.00052303101613828675 -0.0024461640838408321 0.00053759133711771951 0.00046724015497876371 -0.001080504521272887 -0.0010702912805460464
leaf_weight=7699.128014087677 42.276676774024963 331.09860348701477 40.150196313858032 45.606913566589355 689.68219792842865 385.8671807050705 52.26738715171814 95.935175061225891 55.784978747367859 78.815604090690613 43.386755704879761
leaf_count=3807 30 177 20 33 306 194 39 46 26 71 31
internal_value=0 0.00030051 0.000437968 0.0003231 -1.51858e-05 0.000151319 1.00904e-05 -0.000479417 -0.00100154 -0.000439174 0.000198972
internal_weight=0 459.132 416.856 376.706 9100.87 1401.74 1015.87 282.803 186.868 134.601 733.069
internal_count=4780 260 230 210 4520 713 519 182 136 97 337
is_linear=0
shrinkage=0.06


Tree=882
num_leaves=12
num_cat=0
split_feature=82 83 23 5 99 148 27 53 116 143 142
split_gain=0.0114769 0.0323967 0.0376098 0.0493603 0.035829 0.0281539 0.0366537 0.0260752 0.0321578 0.0298854 0.025702
threshold=0.0070226341485977182 0.045367386192083366 0.013860232196748258 0.0053125319536775359 0.0022272822679951791 0.011519505176693203 0.0020292587578296666 0.0037758676335215573 0.0044099434744566688 0.0014881226234138014 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 -3 6 -4 8 -2 -9 -5
right_child=1 4 3 10 -6 -7 -8 9 -10 -11 -12
leaf_value=-2.2520415642637852e-05 0.0002210972971283856 0.00018078716973951041 -0.0020456393802624193 -0.0010859594535236211 0.0019860082024548294 0.00091408318668644104 0.00067750379656773222 0.001894336687523532 -0.0011171071621997708 0.00037246142253244857 -0.0037444450058677723
leaf_weight=8557.7436141967773 300.75176274776459 90.291103005409241 41.072920441627502 29.972131133079529 70.403359651565552 56.801380276679993 31.269564867019653 59.021538138389587 82.239518284797668 217.12113332748413 23.311657547950745
leaf_count=4152 182 49 37 27 23 35 12 37 66 139 21
internal_value=0 0.000192067 4.29601e-05 -0.000719234 0.000972433 -8.47959e-05 -0.000869268 0.000253989 -6.64712e-05 0.000698308 -0.00225388
internal_weight=0 1002.26 841.562 182.428 160.694 129.144 72.3425 659.134 382.991 276.143 53.2838
internal_count=4780 628 556 132 72 84 49 424 248 176 48
is_linear=0
shrinkage=0.06


Tree=883
num_leaves=12
num_cat=0
split_feature=146 83 105 109 106 140 92 27 50 25 116
split_gain=0.0124855 0.0255107 0.0553824 0.0687729 0.0637528 0.0332948 0.0392537 0.0454532 0.0705598 0.0382058 0.0358567
threshold=0.0010263677686452868 0.045367386192083366 0.00017767510871635753 0.0021592099219560628 0.0026012937305495147 0.0060143163427710542 0.00017767510871635753 0.0010585968848317864 0.00047558375808876013 0.0068083447404205808 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 9 8 -8 -1 -7
right_child=-2 2 -4 4 -6 10 7 -9 -10 -11 -12
leaf_value=0.0011932889328225497 -2.9613980291126284e-05 0.0020538804802066133 0.0014859424475128398 -0.0030362829277127555 9.9185027042735777e-06 0.00031553359122667829 -0.0034313138841145854 0.00032300040470370955 -0.00021860555200095604 -0.00057648251383047699 -0.00079557258952685456
leaf_weight=221.93615865707397 8058.9949923753738 40.243873715400696 147.56087028980255 33.396045327186584 94.544063925743103 167.35493624210358 32.192288994789124 327.22035217285156 103.51837277412415 54.674899816513062 278.36282932758331
leaf_count=111 4018 12 44 22 69 78 29 125 69 25 178
internal_value=0 0.000158854 0.00063801 -0.000106387 -0.000786978 3.11676e-05 0.000278033 -5.98922e-05 -0.000982666 0.000843394 -0.000378405
internal_weight=0 1501 315.745 168.184 127.94 1185.26 739.542 462.931 135.711 276.611 445.718
internal_count=4780 762 147 103 91 615 359 223 98 136 256
is_linear=0
shrinkage=0.06


Tree=884
num_leaves=12
num_cat=0
split_feature=9 38 35 34 106 108 9 128 27 119 73
split_gain=0.0117014 0.0383494 0.0468909 0.0311057 0.0297185 0.0289446 0.0275807 0.0447582 0.0232665 0.0284915 0.0358209
threshold=0.0016846025246195497 0.00093549740267917525 0.016164712607860569 0.013032016810029747 0.00080172589514404546 0.0016846025246195497 0.0015349716995842757 0.00070876078098081063 0.00090704852482303988 0.0012745757703669371 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -3 -6 -1 -8 -7 10 -10
right_child=1 4 3 -5 5 8 7 -9 9 -11 -12
leaf_value=-1.4165300735965425e-05 0.00044019658426398161 -0.0019881393021966829 -0.0023332497617161432 0.0002034086368738137 0.0012883075348378435 0.00087989483246515767 0.00011989725598226474 -0.0023485632454228514 -0.001649172078682037 0.00093121060834454479 0.000592735487614063
leaf_weight=8117.093806385994 978.78515684604645 38.946439981460571 37.74268364906311 32.192288994789124 39.133794784545898 36.81995952129364 59.115215539932251 47.733394026756287 109.9914915561676 29.049407005310059 33.396045327186584
leaf_count=4038 429 27 34 29 11 17 29 43 91 10 22
internal_value=0 0.000164662 0.000332921 -0.00116696 -0.000449351 -0.000207374 -2.67779e-05 -0.000984024 -0.000487567 -0.000779898 -0.00112697
internal_weight=0 1336.06 1048.72 69.935 287.337 248.391 8223.94 106.849 209.257 172.437 143.388
internal_count=4780 670 492 63 178 151 4110 72 140 123 113
is_linear=0
shrinkage=0.06


Tree=885
num_leaves=12
num_cat=0
split_feature=98 94 39 83 98 91 135 85 3 30 129
split_gain=0.0116846 0.0173144 0.0563917 0.0584861 0.0558459 0.0342385 0.0402817 0.0397863 0.0247893 0.0541604 0.0506762
threshold=0.049604203552007682 0.015200819820165636 0.0016846025246195497 0.014740333426743748 0.0062037324532866487 0.0049928687512874612 0.0018488886416889729 0.00017767510871635753 0.00244467705488205 0.0020292587578296666 0.12767273932695392
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 6 -4 -8 10 -10 -1
right_child=-2 2 5 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00013711589172486733 0.00023308117134644048 0.0003008513573679385 0.00034199523188829139 -0.0024500740164786266 -0.0021137421617858699 -0.00060587455244059897 0.0021278281415719491 0.00034553745839640534 0.0011610694894283898 3.7592036264336954e-05 0.0013286422988025369
leaf_weight=5560.7740896940231 716.0430600643158 212.13280308246613 331.47331309318542 44.403157234191895 41.072920441627502 77.986557364463806 116.38498282432556 73.63991904258728 166.43221211433411 2133.5248491764069 86.131819486618042
leaf_count=2964 354 86 145 40 37 46 24 34 61 968 21
internal_value=0 -1.88984e-05 0.000230955 -0.000444106 -9.15037e-05 0.000566101 0.000741445 0.00143769 -4.71061e-05 0.000118937 -0.000114736
internal_weight=0 8843.96 897.094 297.609 253.206 599.485 521.498 190.025 7946.86 2299.96 5646.91
internal_count=4780 4426 412 163 123 249 203 58 4014 1029 2985
is_linear=0
shrinkage=0.06


Tree=886
num_leaves=12
num_cat=0
split_feature=35 102 136 107 29 50 77 117 123 105 27
split_gain=0.0112421 0.0598379 0.0538696 0.0439594 0.0527379 0.0516672 0.0530167 0.0463669 0.0551936 0.0528374 0.0498006
threshold=0.00057154725072905432 0.0012357163941487672 0.0044099434744566688 0.0005893622583243997 0.00017767510871635753 0.012636432424187662 0.004017772153019906 0.012636432424187662 0.00038414125447161501 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 10 -5
right_child=-2 -3 -4 7 5 -7 -8 -9 -10 -11 -12
leaf_value=0.001626704913808004 -3.1165541728750201e-05 -0.00043385287107981796 0.0021131084024314964 3.2562327296442767e-05 -0.0031746005738119126 0.00025025320863424956 -0.00024012918738631524 -0.00021882566365421973 0.0018950229661882131 0.00078313650249036109 -0.0026145098856516125
leaf_weight=32.285966396331787 7777.9436181783676 483.46044921875 59.302570343017578 142.55849015712738 53.283788681030273 65.682011723518372 37.930038452148438 297.60888075828552 111.85098969936371 467.01066994667053 31.082210063934326
leaf_count=21 3878 290 13 88 48 43 18 163 28 162 28
internal_value=0 0.000135905 0.00034804 0.000263415 -0.00057829 -0.00103278 -0.00195594 0.000415092 0.000665797 0.000450925 -0.000442504
internal_weight=0 1782.06 1298.6 1239.29 189.182 156.896 91.2138 1050.11 752.502 640.651 173.641
internal_count=4780 902 612 599 130 109 66 469 306 278 116
is_linear=0
shrinkage=0.06


Tree=887
num_leaves=12
num_cat=0
split_feature=112 88 47 38 0 83 21 86 71 45 45
split_gain=0.0120984 0.0128478 0.0379044 0.0666868 0.064577 0.0781368 0.0434246 0.0538158 0.0589844 0.0977552 0.0671153
threshold=0.0079489401541650313 0.00039601318712811922 0.0005375427135732026 0.00017767510871635753 0.0010918468469753864 0.0014427106943912806 0.0012745757703669371 0.0036604277556762104 0.004017772153019906 0.000490355829242617 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 -4 -10
right_child=-2 -3 6 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.0039777234468708518 0.00031416578046904436 4.1257026578314055e-05 -0.0038039283589013572 0.0012961944938043298 0.00044945600192630361 -8.0275553183138321e-05 3.9278615979015847e-05 0.0010513625876610595 0.0001593621107276368 -0.00079351282743454353 -0.00081044041719298236
leaf_weight=31.082210063934326 421.65668880939484 5659.5195868015289 44.403157234191895 181.33162522315979 161.89821898937225 45.606913566589355 1585.5580447912216 85.021740555763245 572.46816837787628 305.56678807735443 465.88654112815857
leaf_count=28 299 2770 40 34 65 33 822 20 257 154 258
internal_value=0 -1.45202e-05 -0.00010526 0.000429215 -0.000229976 -0.00166304 -0.000178643 -0.000413149 -0.000502905 -0.00117644 -0.000275803
internal_weight=0 9138.34 3478.82 419.919 238.587 76.6891 3058.9 1473.35 1388.32 349.97 1038.35
internal_count=4780 4481 1711 160 126 61 1551 729 709 194 515
is_linear=0
shrinkage=0.06


Tree=888
num_leaves=12
num_cat=0
split_feature=90 12 113 117 100 9 10 21 51 81 86
split_gain=0.010866 0.0176616 0.0411177 0.0245378 0.0185866 0.0133168 0.0384707 0.0516756 0.0407344 0.0338102 0.0496448
threshold=0.0020932231564074759 0.0012357163941487672 0.0084566329605877417 0.0049928687512874612 0.00099512818269431613 0.0016846025246195497 0.0031340263085439806 0.00087947337306104611 0.0044099434744566688 0.027182282879948619 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1 9 8 -8 -7 -11
right_child=1 3 -4 -5 -6 6 7 -9 -10 10 -12
leaf_value=-4.0404447472490195e-05 -0.001409865048167159 -0.00071288282812877917 0.0011626904787835092 0.0017131198647040813 0.00079754493616697149 4.9705977578635803e-06 0.0024413468672981392 0.00022161081755326501 0.00031938869682601116 -0.0032218371512329549 2.1713696198107174e-05
leaf_weight=7956.2119889259338 52.26738715171814 46.810669898986816 38.946439981460571 59.302570343017578 78.173912167549133 662.75927138328552 78.267589569091797 462.46262693405151 55.784978747367859 29.972131133079529 39.040117383003235
leaf_count=3982 39 26 27 13 30 306 22 263 26 27 19
internal_value=0 0.00037125 -0.000311366 0.0007091 0.000231724 -1.10433e-05 0.000164815 0.000522414 0.00155921 -0.00012672 -0.00138959
internal_weight=0 275.501 91.2138 184.287 124.985 9284.5 1328.29 596.515 134.053 731.772 69.0122
internal_count=4780 135 66 69 56 4645 663 311 48 352 46
is_linear=0
shrinkage=0.06


Tree=889
num_leaves=12
num_cat=0
split_feature=116 142 68 46 72 75 79 35 27 14 92
split_gain=0.0115111 0.0279901 0.0304556 0.0334816 0.0475087 0.0189917 0.0370192 0.0183597 0.0176786 0.0160231 0.0330236
threshold=0.01884530205279589 0.0070226341485977182 0.0068083447404205808 0.0013560238294303419 0.00082683752407319855 0.0036604277556762104 0.0058306583669036635 0.0081988852471113222 0.0015833032084628942 0.00040826165059115743 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 5 -3 -4 -5 8 -7 -8 -2 10 -1
right_child=1 2 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=1.7424253284546295e-05 -0.00051322317072899663 0.0010998663594530469 -0.0015036061733371831 0.0022233756683917886 -0.00026760864006153125 -0.0020072386067934169 -0.00067373807733102093 0.00072683694388025533 0.00063334960552331504 -7.1925241666621502e-05 0.00062563258950895759
leaf_weight=2210.1062455177307 72.248807907104492 200.10928964614868 40.150196313858032 39.133794784545898 92.604938268661499 47.82707142829895 78.08023476600647 59.115215539932251 146.26343655586243 6198.3903051614761 375.97014772891998
leaf_count=1134 57 59 20 11 43 35 38 29 59 3118 177
internal_value=0 0.000221548 0.000596901 1.10611e-05 0.000473479 -0.000124534 -0.000571698 -7.0164e-05 0.000254186 -1.95838e-05 0.000105868
internal_weight=0 775.533 371.998 171.889 131.739 403.535 185.023 137.195 218.512 8784.47 2586.08
internal_count=4780 351 133 74 54 218 102 67 116 4429 1311
is_linear=0
shrinkage=0.06


Tree=890
num_leaves=12
num_cat=0
split_feature=146 146 86 30 78 141 125 107 11 142 77
split_gain=0.0122802 0.0234581 0.0507746 0.0384227 0.0982952 0.0519785 0.0974468 0.106653 0.0488496 0.0778771 0.0693672
threshold=0.0010263677686452868 0.0041444667149335155 0.0079489401541650313 0.0095705352723598498 0.072653736919164671 0.013439828064292671 0.00075379351619631063 0.0079489401541650313 0.00070876078098081063 0.0062037324532866487 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 -2 -10 -11
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 -12
leaf_value=0.00015754544536185827 -0.00068522937093397221 4.9610056578685084e-05 -0.0018094651619471533 0.00031834831811726824 -0.0028593811368730136 -0.0047392011806611451 -0.00012194381759709683 -0.0001844558044531984 0.00050201360547019703 -0.00018611982529114231 -0.0024331766478861336
leaf_weight=1501.0046912431717 395.0147944688797 5051.9036022424698 65.775689125061035 567.47983813285828 50.047229290008545 43.293078303337097 139.41560816764832 32.285966396331787 771.07861959934235 890.43317949771881 52.26738715171814
leaf_count=762 275 2449 35 204 37 39 69 21 444 406 39
internal_value=0 -2.93673e-05 -0.000162046 -0.000125145 -0.000231174 -0.00017445 -0.00106295 -0.00279631 -8.38198e-05 5.4833e-05 -0.000310951
internal_weight=0 8058.99 3007.09 2941.32 2373.84 2323.79 214.995 75.579 2108.79 1713.78 942.701
internal_count=4780 4018 1569 1534 1330 1293 129 60 1164 889 445
is_linear=0
shrinkage=0.06


Tree=891
num_leaves=12
num_cat=0
split_feature=99 135 19 5 113 101 117 111 101 59 53
split_gain=0.0128129 0.0209044 0.033797 0.0268378 0.0228404 0.0230146 0.0226474 0.0197235 0.0177961 0.0906482 0.0758793
threshold=0.017188700847327713 0.0053125319536775359 0.011880517937242987 0.00066645268816500913 0.0010585968848317864 0.0026012937305495147 0.016668972559273246 0.00047558375808876013 0.05109804309904576 0.00017767510871635753 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 5 -2 -7 -5 -1 -10 -11
right_child=1 2 -4 7 -6 6 -8 -9 9 10 -12
leaf_value=-7.7159640190307349e-06 0.0004505496811287328 0.00031005978022892699 -0.0023783890616525232 4.7895924466946688e-05 0.0010567245256108825 -0.0021836098174248791 0.00036838381209975508 -0.0013262306855447439 0.0014526105410937772 -0.00041557277567428756 -0.0028775187072213582
leaf_weight=8152.6163321733475 304.64406394958496 40.150196313858032 28.862052202224731 423.60986435413361 199.92193484306335 25.531815409660339 24.421736478805542 41.166597843170166 69.386958122253418 190.76027119159698 58.927860736846924
leaf_count=4070 137 20 26 228 75 23 22 29 14 91 45
internal_value=0 0.000193765 -0.000816108 0.000262213 0.000544038 0.000254769 -0.000937725 -7.40736e-05 -2.49226e-05 -0.000464424 -0.000997526
internal_weight=0 1088.31 69.0122 1019.3 554.52 354.598 49.9536 464.776 8471.69 319.075 249.688
internal_count=4780 560 46 514 257 182 45 257 4220 150 136
is_linear=0
shrinkage=0.06


Tree=892
num_leaves=12
num_cat=0
split_feature=16 110 39 51 93 71 5 42 77 81 140
split_gain=0.0115124 0.0110525 0.0162469 0.0165565 0.0310238 0.0222974 0.0146913 0.0133562 0.0124451 0.0396555 0.0661753
threshold=0.012086483649909498 0.024066280573606495 0.016668972559273246 0.00080172589514404546 0.0028552538715302949 0.0013560238294303419 0.00017767510871635753 0.00075379351619631063 0.0030382014811038975 0.011880517937242987 0.076978169381618514
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 6 -3 -5 -7 -1 10 -10
right_child=-2 2 -4 4 -6 7 -8 -9 9 -11 -12
leaf_value=4.3818426303289984e-05 0.00083265305652734068 -0.00060037683208324466 0.0014165295287149342 -0.00027895790936459895 0.00027847324859547076 0.0017808859068223577 -0.0020701085475423584 0.00054874510771048778 3.0325439302272106e-05 -0.00046418984349901559 -0.0022970826478911038
leaf_weight=4977.0318270921707 59.302570343017578 44.496834635734558 41.26027524471283 29.972131133079529 157.17687106132507 45.794268369674683 36.632604718208313 102.68932604789734 3178.7273870706558 842.41875326633453 44.496834635734558
leaf_count=2616 13 32 21 27 85 17 33 44 1473 387 32
internal_value=0 -5.23356e-06 0.00028228 0.000169674 -0.000181488 0.000576768 -0.00126572 0.000929696 -1.97994e-05 -9.76776e-05 -1.87486e-06
internal_weight=0 9500.7 458.022 416.762 223.782 192.98 66.6047 148.484 9042.67 4065.64 3223.22
internal_count=4780 4767 259 238 145 93 60 61 4508 1892 1505
is_linear=0
shrinkage=0.06


Tree=893
num_leaves=12
num_cat=0
split_feature=36 65 145 129 108 108 80 143 96 29 142
split_gain=0.0110861 0.0392369 0.0847879 0.0550464 0.0431325 0.0492171 0.0530104 0.0524286 0.0423385 0.0396516 0.0528011
threshold=0.0023699469165876512 0.0005375427135732026 0.00044738779251929378 0.0013146653072908523 0.0051502294372767219 0.011169348377734424 0.0022272822679951791 0.014740333426743748 0.0033348383149132137 0.007706565549597145 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 9 6 -6 -7 -5 10 -3
right_child=1 4 3 8 5 7 -8 -9 -10 -11 -12
leaf_value=-3.313788017878949e-05 -0.0021634675610051769 0.00017142060786033488 0.0012385942292519208 -0.00020469772875547068 -0.00076550627211355543 -0.00088537881222338949 -0.0033504135972970079 0.0013517832657121225 0.0012995123847500992 0.00090865012434871242 -0.0010690470155991028
leaf_weight=7571.5345146656036 41.072920441627502 640.83872497081757 304.92509615421295 284.38161098957062 93.527662396430969 94.450386524200439 41.072920441627502 62.63280713558197 88.16462254524231 184.47450721263885 152.92391014099121
leaf_count=3878 37 262 113 143 60 77 37 16 39 53 65
internal_value=0 0.00012605 0.000480341 0.000640922 -7.44371e-05 -0.000714675 -0.00155618 6.92345e-06 0.000151533 0.000116518 -6.76687e-05
internal_weight=0 1988.47 718.544 677.471 1269.92 291.684 134.601 157.083 372.546 978.237 793.763
internal_count=4780 902 332 295 570 190 97 93 182 380 327
is_linear=0
shrinkage=0.06


Tree=894
num_leaves=12
num_cat=0
split_feature=124 31 125 72 96 68 20 125 68 7 125
split_gain=0.0114897 0.027262 0.0247048 0.0228596 0.0269244 0.0200245 0.0383625 0.0303009 0.0249337 0.0213866 0.0259566
threshold=0.02129978779703379 0.039062514901161201 0.00042089859198313212 0.0072436286136507997 0.0005375427135732026 0.0058306583669036635 0.00043393640953581786 0.0031340263085439806 0.0020292587578296666 0.0015833032084628942 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 -8 -4 -10 -11
right_child=1 -3 5 -5 -6 6 7 -9 9 10 -12
leaf_value=-2.363852989729473e-05 -0.00040000512108681157 0.0015018893818171638 0.00029127294961010217 9.4151521529152181e-05 -0.0027242178285798425 -0.00033943360285492162 0.00045654856577390172 0.0023877902358276503 0.00036148264429119287 -0.0001173916740325165 -0.0020178553583880933
leaf_weight=8468.8155225515366 44.590512037277222 53.564820885658264 529.54979968070984 87.054543614387512 29.972131133079529 67.902169585227966 56.801380276679993 60.318971872329712 58.005136609077454 51.250985622406006 52.173709750175476
leaf_count=4274 24 24 186 38 27 45 35 22 28 30 47
internal_value=0 0.000183212 0.000115 -0.000566382 -0.00133667 0.000240761 0.000794954 0.00145236 9.22726e-05 -0.000560299 -0.00107712
internal_weight=0 1091.18 1037.62 161.617 74.5626 876.002 185.023 117.12 690.98 161.43 103.425
internal_count=4780 506 482 89 51 393 102 57 291 105 77
is_linear=0
shrinkage=0.06


Tree=895
num_leaves=12
num_cat=0
split_feature=16 60 127 93 65 29 40 127 117 19 39
split_gain=0.0109369 0.0112515 0.0433947 0.0539585 0.0507402 0.0784611 0.0823711 0.1131 0.0822392 0.157647 0.0856782
threshold=0.012086483649909498 0.004017772153019906 0.0066005610860884198 0.0058306583669036635 0.0051502294372767219 0.00017767510871635753 0.0098710241727530974 0.00099512818269431613 0.0036604277556762104 0.00060774214216507982 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 9 -7 -10
right_child=-2 2 -4 -5 -6 6 -8 -9 10 -11 -12
leaf_value=3.146646992649658e-05 0.00081157454612081775 0.0011055875068285111 0.00047153524953777855 0.00035936951099989274 0.00021043087722977035 -0.00063554018971472568 -0.00023334464593802382 -0.0032780846787535739 0.00071068883819776099 -0.0054385011770042386 -0.001309492532389749
leaf_weight=7232.4639539718628 59.302570343017578 88.351977348327637 371.1691722869873 423.15552723407745 359.59999597072601 70.403359651565552 526.58022260665894 86.679834008216858 138.68023884296417 37.74268364906311 165.87014770507812
leaf_count=3807 13 23 108 171 138 23 248 70 36 34 109
internal_value=0 -5.09996e-06 -0.000121692 -0.000237778 -0.00040923 -0.000609203 -0.000756968 -0.00130896 -0.000894684 -0.00231524 -0.00038965
internal_weight=0 9500.7 2268.23 1897.06 1473.91 1114.31 1025.96 499.376 412.696 108.146 304.55
internal_count=4780 4767 960 852 681 543 520 272 202 57 145
is_linear=0
shrinkage=0.06


Tree=896
num_leaves=12
num_cat=0
split_feature=31 95 124 114 132 79 110 99 100 96 142
split_gain=0.0106645 0.0371142 0.0491664 0.0551488 0.0754024 0.0648578 0.0557148 0.0520887 0.0488667 0.061176 0.0750017
threshold=0.00017767510871635753 0.0012745757703669371 0.0018488886416889729 0.0019071503775194289 0.00062670491752214741 0.007706565549597145 0.00017767510871635753 0.00017767510871635753 0.0058306583669036635 0.00043393640953581786 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 5 7 6 -4 -5 9 -2 -11
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-5.8846601645552265e-05 0.00040177194816275392 -0.0001159614775713761 0.0020675480393253383 0.0012925345801098453 0.00041153052090280338 -0.00067203766009199376 0.00064666279155763812 -0.0014529739111155844 0.00039979641672660028 -4.5493248115994221e-05 -0.0010311595632834375
leaf_weight=5135.7075365781784 340.54129934310913 959.80608773231506 175.68755316734314 30.159485936164856 888.40037643909454 73.546241641044617 228.78398704528809 140.15097749233246 473.56341624259949 580.88041281700134 532.7723091840744
leaf_count=2573 137 517 37 11 388 42 101 102 273 305 294
internal_value=0 6.82472e-05 0.00022095 0.00043137 0.000189812 0.00096622 0.0012642 -0.000966311 -0.000129511 -0.000301897 -0.000517087
internal_weight=0 4424.29 2496.53 1536.73 1058.71 478.018 404.472 170.31 1927.76 1454.19 1113.65
internal_count=4780 2207 1198 681 501 180 138 113 1009 736 599
is_linear=0
shrinkage=0.06


Tree=897
num_leaves=12
num_cat=0
split_feature=20 95 49 8 28 127 69 142 88 77 92
split_gain=0.0106528 0.0172 0.0163841 0.0180725 0.0241344 0.0217938 0.0344325 0.0255871 0.020371 0.0245049 0.0395679
threshold=0.0042751494329422721 0.034632634371519096 0.0017376682371832433 0.014293605927377941 0.001792412775103003 0.0053125319536775359 0.00062670491752214741 0.0049928687512874612 0.0020292587578296666 0.0054799309000372895 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 -7 -8 -2 -10 -11
right_child=1 -3 -4 4 -6 6 7 -9 9 10 -12
leaf_value=-2.6583624837740132e-05 0.00024150376062630213 -0.0010397578603718836 0.00084560770376668193 -0.0015620755446395431 0.00013287066896960911 0.0013259831365523532 0.0007399563252934989 -0.0019769003775046696 5.0891369547261632e-05 -0.0021761620672522499 0.00059914699555533668
leaf_weight=8130.5084309577942 726.31480264663696 42.276676774024963 123.87450313568115 51.157308220863342 73.733596444129944 128.50217366218567 26.641894340515137 23.311657547950745 151.3454442024231 54.393867611885071 27.939328074455261
leaf_count=4042 339 30 55 38 26 43 24 21 104 49 9
internal_value=0 0.000151019 0.000187382 0.000122779 -0.000562101 0.000197955 0.000806637 -0.000529327 8.47328e-05 -0.000402434 -0.00123479
internal_weight=0 1429.49 1387.21 1263.34 124.891 1138.45 178.456 49.9536 959.993 233.679 82.3332
internal_count=4780 738 708 653 64 589 88 45 501 162 58
is_linear=0
shrinkage=0.06


Tree=898
num_leaves=12
num_cat=0
split_feature=26 31 37 39 98 83 9 145 106 141 75
split_gain=0.0108517 0.022935 0.0515593 0.0532921 0.0464913 0.0361737 0.0332268 0.0326503 0.0248099 0.0240346 0.0250963
threshold=0.00087947337306104611 0.00044738779251929378 0.00075379351619631063 0.00244467705488205 0.0072436286136507997 0.018276390619575981 0.0012357163941487672 0.0020932231564074759 0.0054799309000372895 0.0038949446752667431 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 9 -7 -6 -9 -3 -11
right_child=1 4 3 -5 7 6 -8 8 -10 10 -12
leaf_value=-2.3407278335151193e-05 0.00022370459382709386 0.00069098442328505291 -0.0026945256641650673 -0.0001786195098119379 0.00029991111459183747 -0.0027518827476952709 0.0002382746624120715 0.0022487474272986125 0.00068107602023274915 0.00049073069533773876 -0.0012603034301594356
leaf_weight=8432.0096129179001 384.56974697113037 162.82094311714172 49.953551888465881 76.876478433609009 131.55137825012207 31.082210063934326 23.405334949493408 87.241898417472839 62.445452332496643 55.784978747367859 62.258097529411316
leaf_count=4160 209 82 45 45 70 28 13 22 32 26 48
internal_value=0 0.000174742 -0.000122322 -0.00117088 0.000421108 -5.60405e-05 -0.00146937 0.000989881 0.00159565 0.00021857 -0.000433082
internal_weight=0 1127.99 511.4 126.83 616.59 335.352 54.4875 281.239 149.687 280.864 118.043
internal_count=4780 620 299 90 321 197 41 124 54 156 74
is_linear=0
shrinkage=0.06


Tree=899
num_leaves=12
num_cat=0
split_feature=67 96 84 64 131 126 147 128 15 63 123
split_gain=0.0105224 0.0379006 0.0427722 0.0290437 0.0457825 0.066772 0.0215413 0.0212374 0.0207809 0.020128 0.0196901
threshold=0.0044099434744566688 0.0026833302108570938 0.0005893622583243997 0.0003614811430452392 0.001792412775103003 0.0003614811430452392 0.028884131461381916 0.05109804309904576 0.0032328735105693345 0.00099512818269431613 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 5 -2 -5 -1 9 -8 -4
right_child=1 2 10 6 -6 -7 8 -9 -10 -11 -12
leaf_value=-3.2082838932838877e-05 -0.0031448261183242847 0.0019560811223486062 -0.00026421865037023508 0.00095542873812778711 0.00022731759642910729 -6.3475105275600328e-05 0.00012809069633815364 0.00064522219082802773 0.00083768030226797675 -0.0013021223768642264 0.00096559643140119167
leaf_weight=8597.4910011291504 48.843472957611084 79.471345901489258 102.59564864635468 109.44347703456879 107.22331917285919 52.454741954803467 83.630629420280457 169.85612630844116 61.522728204727173 61.335373401641846 86.131819486618042
leaf_count=4398 44 15 52 42 40 23 43 56 15 31 21
internal_value=0 0.00020931 0.00078934 -8.74044e-05 -0.000636838 -0.00155086 0.00027532 -1.89537e-05 -8.54408e-05 -0.000477515 0.000297261
internal_weight=0 792.653 268.199 524.454 208.522 101.298 315.932 8767.35 206.489 144.966 188.727
internal_count=4780 326 88 238 107 67 131 4454 89 74 73
is_linear=0
shrinkage=0.06


Tree=900
num_leaves=12
num_cat=0
split_feature=94 47 116 14 14 148 81 72 150 83 39
split_gain=0.0112712 0.0137951 0.0131248 0.0189654 0.0384603 0.0596459 0.073407 0.0762434 0.0664089 0.102198 0.0847282
threshold=0.055838862434029586 0.00096484774257987748 0.01884530205279589 0.00040826165059115743 0.0010585968848317864 0.0051502294372767219 0.0035485138650983576 0.001792412775103003 0.0046923852059990176 0.0063990866765379914 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 -8 9 -7 -11
right_child=1 -3 -4 4 -6 8 7 -9 -10 10 -12
leaf_value=0.00010359494748999595 -0.00024061091996962263 0.00069746232131915025 0.0002263790599910269 -0.00030994091785545497 3.2870374436597223e-07 -0.00073747239741276782 -0.0030077865566714803 -0.0007745277700782284 -0.00080442607865267629 0.0018716935898648399 0.00014209418340534427
leaf_weight=2580.5259985923767 83.630629420280457 173.18636310100555 769.98259055614471 414.82291030883789 4377.6688319444656 223.96896171569824 90.01007080078125 141.63576602935791 282.52211284637451 172.16996157169342 249.87548673152924
leaf_count=1306 43 59 346 212 2165 129 73 71 206 50 120
internal_value=0 0.000392011 -1.08498e-05 -3.22583e-05 -9.11524e-05 -0.000345404 -0.000787869 -0.00164322 -3.72984e-05 0.000298263 0.000847946
internal_weight=0 256.817 9303.18 8533.2 5952.67 1575.01 646.469 231.646 928.537 646.014 422.045
internal_count=4780 102 4678 4332 3026 861 356 144 505 299 170
is_linear=0
shrinkage=0.06


Tree=901
num_leaves=12
num_cat=0
split_feature=37 68 40 44 45 81 144 61 142 125 115
split_gain=0.0111908 0.0302231 0.062474 0.0552774 0.0730542 0.0561431 0.0513787 0.0746254 0.05959 0.0500147 0.0474986
threshold=0.0023699469165876512 0.0035485138650983576 0.0036604277556762104 0.0033348383149132137 0.0022975050378590827 0.013860232196748258 0.00070876078098081063 0.0027679565828293566 0.0044099434744566688 0.0098710241727530974 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 6 4 -4 -5 7 8 -3 -2 -11
right_child=1 2 3 5 -6 -7 -8 -9 -10 10 -12
leaf_value=-3.5088254362834554e-05 9.5025505817436986e-05 -0.00071974957030682401 -0.0018674243728991418 0.00071486678957175963 0.00048244830336993287 0.0023593075298430589 0.00033614486319670831 -6.0950330800354663e-05 -0.0043145998280153157 -0.00050448521794556778 -0.0028053149468898943
leaf_weight=7400.7697141170502 809.94543206691742 31.17588746547699 61.148018598556519 401.78299534320831 214.07192873954773 91.775891542434692 204.17489576339722 102.59564864635468 35.522525787353516 167.07390403747559 39.962841510772705
leaf_count=3708 382 20 47 176 112 18 95 52 32 102 36
internal_value=0 0.000120155 0.000331953 0.000641203 -4.01321e-05 0.00102106 -0.000304632 -0.00107718 -0.0026379 -0.000117739 -0.000949738
internal_weight=0 2159.23 1142.25 768.779 275.22 493.559 373.469 169.294 66.6984 1016.98 207.037
internal_count=4780 1072 552 353 159 194 199 104 52 520 138
is_linear=0
shrinkage=0.06


Tree=902
num_leaves=12
num_cat=0
split_feature=107 53 94 87 110 147 71 35 142 7 22
split_gain=0.0106858 0.0170796 0.0124049 0.0374126 0.0399825 0.0315797 0.0459082 0.0306309 0.0536557 0.0525741 0.0396912
threshold=0.048151826485991485 0.12945349514484408 0.015200819820165636 0.016164712607860569 0.0016846025246195497 0.0053125319536775359 0.037906534969806678 0.00073092587990686308 0.0028552538715302949 0.00040826165059115743 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 -4 -9 10 -10
right_child=1 -3 3 -5 -6 6 -8 8 9 -11 -12
leaf_value=-3.1583898295320851e-05 8.6108865849247304e-05 0.0014866457180162348 0.0011918910507375607 0.0012571132421177892 0.00083575258362763823 -7.9023122242260902e-05 0.001740786874016003 -3.0482729402318947e-05 -0.0039665574883936188 -0.00057096894629048807 -0.0008968871852915684
leaf_weight=8425.8034764528275 105.55117583274841 44.496834635734558 35.709880590438843 106.11324024200439 189.74386966228485 215.36936247348785 64.852964997291565 215.36936247348785 39.962841510772705 92.511260867118835 24.515413880348206
leaf_count=4211 87 32 16 39 82 97 18 97 36 51 14
internal_value=0 0.000502152 -8.03924e-06 0.000193522 6.48546e-05 -0.000147752 0.000342613 -0.00048449 -0.000645535 -0.00148875 -0.00280263
internal_weight=0 150.048 9409.95 984.148 878.035 688.291 280.222 408.069 372.359 156.99 64.4783
internal_count=4780 119 4661 450 411 329 115 214 198 101 50
is_linear=0
shrinkage=0.06


Tree=903
num_leaves=12
num_cat=0
split_feature=34 109 127 19 108 114 58 128 133 131 77
split_gain=0.0104632 0.0163696 0.0237694 0.0173528 0.0161537 0.0192017 0.0188386 0.0203185 0.0156654 0.0194011 0.0140469
threshold=0.02636832278221846 0.054214311763644225 0.00017767510871635753 0.04673989117145539 0.011169348377734424 0.00040826165059115743 0.0013560238294303419 0.0035485138650983576 0.0054799309000372895 0.011880517937242987 0.020035739988088611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 8 -6 -7 -8 9 -2 -1
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-5.2483648545938198e-05 0.0005946608067977445 9.4375280325150439e-05 -0.0018853265218924348 -0.00089513962305807896 0.00042552000083070256 0.00064077909207500697 -0.0015004048980760596 0.00024408416087742679 0.00020066248607800036 0.0019067024985108872 0.00017116720458640626
leaf_weight=7363.2799628973007 232.02054643630981 66.979445457458496 32.285966396331787 44.496834635734558 155.23774540424347 36.726282119750977 73.265209436416626 35.709880590438843 299.09366929531097 49.124505162239075 1171.7796357870102
leaf_count=3844 112 28 21 32 59 25 66 16 132 20 425
internal_value=0 0.000181104 -0.00055077 0.000259638 0.000318045 -3.86663e-05 -0.000533187 -0.000929056 0.000503028 0.00082451 -2.17769e-05
internal_weight=0 1024.94 99.2654 925.675 881.178 300.939 145.701 108.975 580.239 281.145 8535.06
internal_count=4780 511 49 462 430 166 107 82 264 132 4269
is_linear=0
shrinkage=0.06


Tree=904
num_leaves=12
num_cat=0
split_feature=112 99 19 150 52 22 19 149 50 104 51
split_gain=0.0109663 0.0180996 0.0117624 0.0425309 0.0303988 0.0298322 0.0256379 0.0276745 0.0572913 0.0412863 0.0200966
threshold=0.0079489401541650313 0.023343417793512348 0.086341444402933135 0.0013560238294303419 0.0042751494329422721 0.00052132029668428015 0.04673989117145539 0.00060774214216507982 0.018276390619575981 0.0033348383149132137 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -5 10 -8 9 -9 -1
right_child=1 -3 3 5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00012374257895996174 0.00019014038828193451 0.0017176795185239312 -9.7971791416309238e-05 0.00010037805152108581 0.0015130813874833949 -0.0022992799599728829 0.00017459681333548762 -0.0041290684678248653 0.00035094232228854712 -0.0010063779880297651 6.2641280825121185e-05
leaf_weight=3448.0222301483154 391.68455767631531 29.972131133079529 67.99584698677063 52.361064553260803 110.83458817005157 28.862052202224731 69.199603319168091 29.972131133079529 41.166597843170166 31.082210063934326 5258.8466703891754
leaf_count=1659 272 27 37 31 19 26 30 27 29 28 2595
internal_value=0 0.000299102 -1.3828e-05 0.000383834 0.000900806 -0.000754102 -2.548e-05 -0.000751917 -0.00137869 -0.00254358 -1.11695e-05
internal_weight=0 421.657 9138.34 260.054 178.83 81.2231 8878.29 171.421 102.221 61.0543 8706.87
internal_count=4780 299 4481 113 56 57 4368 114 84 55 4254
is_linear=0
shrinkage=0.06


Tree=905
num_leaves=12
num_cat=0
split_feature=51 50 108 51 15 78 109 40 38 101 52
split_gain=0.0108528 0.0279949 0.011924 0.0112837 0.0327155 0.0751975 0.0620955 0.0686062 0.0610993 0.0558741 0.0545976
threshold=0.045367386192083366 0.018276390619575981 0.0016846025246195497 0.0038949446752667431 0.0022975050378590827 0.037906534969806678 0.00747153488919139 0.0014427106943912806 0.0017376682371832433 0.013860232196748258 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 9 -8 -7 10 -5
right_child=1 -3 -4 4 5 8 7 -9 -10 -11 -12
leaf_value=3.5833421211159533e-05 -0.00099199396679079048 0.0020382672378966016 0.00044866359609092307 -0.00090156933422589052 -0.00013741289743460052 -0.0023908261953355481 0.0020938244268745884 9.0624329009100392e-05 0.00030480524349880988 0.0011419843207259846 0.00037476013334810743
leaf_weight=6550.0464437007904 28.862052202224731 33.396045327186584 72.248807907104492 298.43792748451233 1880.1036710739136 98.890702247619629 113.05474603176117 134.97529244422913 43.574110507965088 103.98675978183746 202.42312490940094
leaf_count=3168 26 22 57 188 1055 81 21 65 15 29 53
internal_value=0 0.00053492 3.68547e-05 -7.66316e-06 -0.000106743 -0.000238161 0.000204903 0.00100418 -0.00156671 -0.000122969 -0.000385769
internal_weight=0 134.507 101.111 9425.49 2875.45 2022.57 852.878 248.03 142.465 604.848 500.861
internal_count=4780 105 83 4675 1507 1151 356 86 96 270 241
is_linear=0
shrinkage=0.06


Tree=906
num_leaves=12
num_cat=0
split_feature=146 37 37 0 37 75 102 21 122 150 98
split_gain=0.010894 0.0276139 0.0276993 0.0196463 0.0253461 0.0295914 0.0309227 0.0513006 0.0445212 0.0266715 0.0357976
threshold=0.0010263677686452868 0.0063990866765379914 0.0032328735105693345 0.035692447796463973 0.0023699469165876512 0.0062037324532866487 0.013439828064292671 0.0056525857653468856 0.00017767510871635753 0.00055427959887310873 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 -1 -10 -11
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 10 -12
leaf_value=0.00015432636885025382 -2.7663201273343301e-05 0.00085605706814178488 -0.0012963497026476558 0.0014133629142506709 0.0011817902948796442 0.00059286868227694173 -0.0025271794388080373 0.0005666773498684798 -0.002585527865918738 -0.0023680950603403479 3.3400564331730101e-05
leaf_weight=695.59325230121613 8058.9949923753738 175.21916615962982 52.361064553260803 40.243873715400696 69.293280720710754 241.27588748931885 47.733394026756287 32.285966396331787 30.065808534622192 29.972131133079529 86.960866212844849
leaf_count=376 4018 77 31 12 22 88 43 21 19 27 46
internal_value=0 0.000148385 5.47992e-05 0.000110454 6.7823e-05 1.40596e-06 -0.000153317 -0.00127973 -4.62049e-05 -0.000994572 -0.000583646
internal_weight=0 1501 1325.79 1273.42 1233.18 1163.89 922.611 80.0194 842.592 146.999 116.933
internal_count=4780 762 685 654 642 620 532 64 468 92 73
is_linear=0
shrinkage=0.06


Tree=907
num_leaves=12
num_cat=0
split_feature=26 122 114 138 62 66 4 63 117 70 59
split_gain=0.0103842 0.0211906 0.0316854 0.0294095 0.0288622 0.0238381 0.0202564 0.0194387 0.0509151 0.064524 0.0408577
threshold=0.0014881226234138014 0.0015349716995842757 0.00096484774257987748 0.00082683752407319855 0.00064626874518580746 0.0010585968848317864 0.00039601318712811922 0.0027679565828293566 0.12087306752800943 0.0005375427135732026 0.031632266007363803
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 4 -4 -2 -7 8 10 -10 -1
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=0.00011436801311747966 0.0005642346251867852 0.0008838472515809092 -0.00024159870042037048 4.4692426057655897e-05 -0.002749371833774219 0.00052220123087150315 -0.0014198499562394027 -0.00013537658314283831 -0.0030234578381978312 -0.00011391811901669204 -0.00061393384800017214
leaf_weight=5234.9588985443115 325.73556363582611 139.50928556919098 30.065808534622192 88.993669271469116 36.632604718208313 33.489722728729248 45.513236165046692 3214.4372676610947 43.293078303337097 74.656320571899414 292.71422791481018
leaf_count=2719 156 61 19 64 33 14 41 1489 39 43 102
internal_value=0 0.000222444 5.76713e-05 -0.000669468 -0.00162099 0.000337479 -0.000596986 -1.75992e-05 4.94607e-05 -0.00118352 7.57909e-05
internal_weight=0 699.94 560.431 155.692 66.6984 404.739 79.003 8860.06 5645.62 117.949 5527.67
internal_count=4780 388 327 116 52 211 55 4392 2903 82 2821
is_linear=0
shrinkage=0.06


Tree=908
num_leaves=12
num_cat=0
split_feature=124 11 81 142 127 142 32 144 104 146 54
split_gain=0.0104426 0.0222361 0.0294843 0.0233227 0.0445481 0.0212927 0.017356 0.0214791 0.0159936 0.0164058 0.0165738
threshold=0.02129978779703379 0.020658296532928947 0.013860232196748258 0.00899649551138282 0.00066645268816500913 0.0028552538715302949 0.0020932231564074759 0.0027679565828293566 0.0010918468469753864 0.0041444667149335155 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 7 -7 9 10 -2
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-2.2534807975462352e-05 -0.0004418923919679075 0.00093439518627913304 -0.00153708406885774 5.0327236855733426e-05 -0.0023148678571788652 0.0018059745183473743 -0.00011133276444552638 0.00054379146405352744 -0.00038174898674348467 0.0011231239860109564 0.00064500216365006159
leaf_weight=8468.8155225515366 110.45987856388092 122.95177900791168 38.946439981460571 118.2304310798645 37.74268364906311 70.403359651565552 75.953754305839539 156.2541469335556 198.06243669986725 69.293280720710754 92.88597047328949
leaf_count=4274 51 38 27 58 34 23 28 68 138 22 19
internal_value=0 0.000174665 7.81037e-05 0.000145954 -0.000523124 0.000280954 0.000673526 0.000936469 2.84823e-05 0.000326531 5.46611e-05
internal_weight=0 1091.18 968.232 929.286 155.973 773.313 302.611 226.658 470.702 272.639 203.346
internal_count=4780 506 468 441 92 349 119 91 230 92 70
is_linear=0
shrinkage=0.06


Tree=909
num_leaves=12
num_cat=0
split_feature=34 108 8 83 108 143 138 51 92 37 18
split_gain=0.00994244 0.0160114 0.0205397 0.0189798 0.0304339 0.0155894 0.0168046 0.0150682 0.0251261 0.022095 0.0163298
threshold=0.02636832278221846 0.011169348377734424 0.0011261500185355546 0.045367386192083366 0.0060143163427710542 0.0063990866765379914 0.0020292587578296666 0.027182282879948619 0.037906534969806678 0.00099512818269431613 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -4 6 -3 10 9 -9 -1
right_child=1 5 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=8.5299811192492753e-06 0.0010599307509319223 -0.00095301449402743882 -0.00019539479027978426 -0.00099161442057776319 0.00074433406150902089 0.00018886053094141145 0.00055287243086861578 -1.2129938119625768e-05 -0.00093244348769550792 0.0010869077326115515 -0.00019461096350817459
leaf_weight=6389.8063181638718 120.54426634311676 116.65196514129639 235.06975102424622 44.496834635734558 262.55474197864532 211.11640155315399 34.506124258041382 116.83931994438171 44.403157234191895 150.79742968082428 1833.2133736610413
leaf_count=3153 52 97 139 32 91 77 23 81 40 55 940
internal_value=0 0.00017654 0.000351864 0.000194255 0.000300471 -0.000144169 -0.000609115 -2.12276e-05 0.000387956 0.000607287 -3.67594e-05
internal_weight=0 1024.94 662.666 542.121 497.624 362.274 151.158 8535.06 312.04 267.637 8223.02
internal_count=4780 511 314 262 230 197 120 4269 176 136 4093
is_linear=0
shrinkage=0.06


Tree=910
num_leaves=12
num_cat=0
split_feature=98 140 117 23 51 15 60 147 53 118 60
split_gain=0.0100194 0.0170691 0.0249031 0.0217481 0.0352647 0.0217482 0.0159652 0.0158871 0.0158763 0.0185933 0.0154474
threshold=0.049604203552007682 0.013860232196748258 0.027182282879948619 0.022641776129603389 0.0013560238294303419 0.0044099434744566688 0.0033348383149132137 0.0015833032084628942 0.0042751494329422721 0.00042089859198313212 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -3 -6 -4 9 -2 -5
right_child=1 3 7 10 6 -7 -8 -9 -10 -11 -12
leaf_value=-1.750025153314177e-05 0.0001507439830709811 -0.00055400079532372747 0.0005159602886847767 0.00076231374110055769 -0.00068840540755542355 -0.0027987387751626002 0.00086816505482564745 0.0018750492769114358 0.00088089939654566597 -0.0013865910354385412 -0.00037111505945514842
leaf_weight=8843.9566235542297 138.11817443370819 30.065808534622192 62.445452332496643 118.51146328449249 45.606913566589355 32.192288994789124 49.218182563781738 61.522728204727173 74.749997973442078 35.522525787353516 68.089524388313293
leaf_count=4426 84 19 32 34 33 29 12 15 35 32 29
internal_value=0 0.000215835 0.000497219 -8.90825e-05 -0.000609086 -0.00171733 0.000119583 0.00119141 0.000150416 -0.000164373 0.000348755
internal_weight=0 716.043 372.359 343.684 157.083 62.2581 94.8251 123.968 248.391 173.641 186.601
internal_count=4780 354 198 156 93 48 45 47 151 116 63
is_linear=0
shrinkage=0.06


Tree=911
num_leaves=12
num_cat=0
split_feature=99 117 146 145 42 133 79 116 65 10 11
split_gain=0.0131085 0.020215 0.0258561 0.0149359 0.0142496 0.0141199 0.034613 0.0119199 0.027979 0.0463001 0.0398828
threshold=0.034632634371519096 0.0063990866765379914 0.013439828064292671 0.0012745757703669371 0.00060774214216507982 0.0015349716995842757 0.00055427959887310873 0.012636432424187662 0.00043393640953581786 0.0031340263085439806 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 -3 -7 -1 9 -9 -11
right_child=1 5 3 -5 -6 6 -8 8 -10 10 -12
leaf_value=-4.5481938320645392e-05 0.00059120927403928962 0.0012979671678990667 -0.0022333225383054261 -0.00021991777191219763 -0.00047889911925701921 -0.0012887148726508253 0.00064364589711294424 -0.00059457274726312966 -0.00013636352261214133 0.0008952368486990288 -0.0007653138235701551
leaf_weight=7749.9106127023697 117.30770695209503 74.749997973442078 28.862052202224731 24.515413880348206 72.342485308647156 38.852762579917908 232.94327056407928 124.79722726345062 599.01638531684875 437.68023073673248 59.021538138389587
leaf_count=3877 41 35 26 14 49 35 129 72 289 176 37
internal_value=0 0.000274009 -0.0001455 -0.00131074 0.000182977 0.000568162 0.000367046 -1.80339e-05 0.000156243 0.000438241 0.000697804
internal_weight=0 589.574 243.028 53.3775 189.65 346.546 271.796 8970.43 1220.52 621.499 496.702
internal_count=4780 329 130 40 90 199 164 4451 574 285 213
is_linear=0
shrinkage=0.06


Tree=912
num_leaves=12
num_cat=0
split_feature=112 112 37 1 141 61 71 62 51 25 7
split_gain=0.0103609 0.0233886 0.0435979 0.0653561 0.055181 0.0466798 0.047337 0.0329417 0.0323731 0.0418928 0.0359101
threshold=0.0033348383149132137 0.0011615398107096555 0.0027679565828293566 0.0079489401541650313 0.0049928687512874612 0.00017767510871635753 0.0048403022810816774 0.0013146653072908523 0.0030382014811038975 0.0051502294372767219 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 8 9 -7 -10
right_child=-2 2 -4 4 -6 7 -8 -9 10 -11 -12
leaf_value=1.4371835782751374e-05 0.00018333144510328817 0.0025915796907682725 0.00042401627362150478 -0.0033624776694908373 -0.00070045629074710273 1.4569111607531648e-05 -0.00020002955408352974 4.9699679655328233e-05 -0.0026670393370385207 -0.0019259740499485787 -0.00032058068561782016
leaf_weight=7584.2418696880341 994.03117978572845 38.023715853691101 230.91046750545502 48.843472957611084 65.775689125061035 159.49070632457733 51.250985622406006 234.14702689647675 62.164420127868652 53.377466082572937 37.74268364906311
leaf_count=3655 564 10 111 44 35 79 30 122 56 40 34
internal_value=0 -2.12997e-05 -0.00029685 -0.000518577 -0.00183678 -0.000280833 0.000990537 -0.000488504 -0.000891296 -0.000472705 -0.00178181
internal_weight=0 8565.97 981.727 750.816 114.619 636.197 89.2747 546.922 312.775 212.868 99.9071
internal_count=4780 4216 561 450 79 371 40 331 209 119 90
is_linear=0
shrinkage=0.06


Tree=913
num_leaves=12
num_cat=0
split_feature=99 5 108 135 147 3 133 34 101 118 3
split_gain=0.0117996 0.0239027 0.0285448 0.0283332 0.046052 0.0224147 0.0219972 0.0212844 0.0277452 0.0186896 0.0178384
threshold=0.017188700847327713 0.00066645268816500913 0.0022975050378590827 0.00017767510871635753 0.011169348377734424 0.00050559637020342063 0.013860232196748258 0.0030382014811038975 0.0022272822679951791 0.0023699469165876512 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 -4 9 8 -2 -7 -9
right_child=1 2 5 -5 -6 6 -8 10 -10 -11 -12
leaf_value=-2.3915645652946936e-05 0.00031132416562573039 -0.0026663546273797572 0.000431991900156391 0.00013056872805151647 0.00032384703082519016 -0.0023227890313594437 0.00062269993721103404 0.00030270969808998102 -0.0013800985278351137 -9.3079865930014347e-05 0.0011392671922654371
leaf_weight=8471.6914222240448 178.54940295219421 51.063630819320679 272.26442015171051 61.241696000099182 29.049407005310059 32.192288994789124 30.159485936164856 181.87963974475861 43.293078303337097 23.311657547950745 185.30355393886566
leaf_count=4220 80 46 124 39 10 29 11 83 39 21 78
internal_value=0 0.000185946 -0.000119461 -0.000841054 -0.00158304 0.00016567 -0.000680299 0.000444799 -1.9234e-05 -0.00138816 0.000725084
internal_weight=0 1088.31 499.283 141.355 80.113 357.928 85.6634 589.026 221.842 55.5039 367.183
internal_count=4780 560 280 95 56 185 61 280 119 50 161
is_linear=0
shrinkage=0.06


Tree=914
num_leaves=12
num_cat=0
split_feature=26 39 37 81 93 51 126 114 34 34 0
split_gain=0.0102769 0.0264636 0.0478629 0.0434358 0.0339766 0.027737 0.0597175 0.0436885 0.0231253 0.033577 0.0269244
threshold=0.00087947337306104611 0.0031340263085439806 0.0020932231564074759 0.011880517937242987 0.010829726699739696 0.00066645268816500913 0.00047558375808876013 0.00068727668258361529 0.0046923852059990176 0.017724351026117805 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 -4 -2 7 -7 -5 10 -10
right_child=1 3 4 8 -6 6 -8 -9 9 -11 -12
leaf_value=-2.2777618103636578e-05 0.00081863647310509674 0.00077813267848367371 -0.002751053129034843 0.00084091912666253309 -0.0002795482090567673 -0.00061918907630384868 0.00039333983852386735 -0.0033030857682008331 -0.0027810723068672528 0.00025389346446853117 -0.00018806775080435902
leaf_weight=8432.0096129179001 138.58656144142151 414.72923290729523 38.852762579917908 40.243873715400696 41.26027524471283 88.993669271469116 220.82607972621918 28.862052202224731 37.74268364906311 54.581222414970398 23.311657547950745
leaf_count=4160 44 220 35 12 21 64 110 26 34 33 21
internal_value=0 0.000170053 -0.000123987 0.000457247 -0.0014801 0.000103909 -0.000188708 -0.0012787 -0.000396444 -0.000827429 -0.00179294
internal_weight=0 1127.99 557.381 570.609 80.113 477.268 338.682 117.856 155.879 115.636 61.0543
internal_count=4780 620 300 320 56 244 200 90 100 88 55
is_linear=0
shrinkage=0.06


Tree=915
num_leaves=12
num_cat=0
split_feature=67 96 44 102 85 0 33 100 11 133 42
split_gain=0.0101242 0.0352771 0.0282404 0.0273326 0.0481105 0.0294526 0.0291368 0.0282578 0.021931 0.0198716 0.0161258
threshold=0.0044099434744566688 0.0062037324532866487 0.0020932231564074759 0.0022272822679951791 0.00080172589514404546 0.035692447796463973 0.00066645268816500913 0.00085274505545385193 0.0026012937305495147 0.0012745757703669371 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 8 -8 9 -5 -9
right_child=1 2 -4 6 -6 -7 7 10 -10 -11 -12
leaf_value=-1.8593325914762625e-05 -0.0034394223110335029 0.0021020785238846109 0.00034166014279385392 -0.0008931620947650751 -6.948849134083185e-07 -0.00064847860817806506 0.00165364257869433 -0.00051588962027043371 -0.0015978789375226783 0.00050731044030950692 0.00070822651429266309
leaf_weight=8767.3471274375916 27.751973271369934 57.082412481307983 77.063833236694336 54.581222414970398 154.03398907184601 26.7355717420578 79.377668499946594 59.208892941474915 35.709880590438843 109.44347703456879 111.66363489627838
leaf_count=4454 25 11 29 33 66 16 23 21 16 42 44
internal_value=0 0.00020531 0.00109177 2.45886e-05 -0.000543108 -0.00207368 0.00028772 0.000718932 -0.000252641 4.10258e-05 0.000284005
internal_weight=0 792.653 134.146 658.506 208.522 54.4875 449.985 250.25 199.735 164.025 170.873
internal_count=4780 326 40 286 107 41 179 88 91 75 65
is_linear=0
shrinkage=0.06


Tree=916
num_leaves=12
num_cat=0
split_feature=35 25 144 118 35 60 110 54 146 93 104
split_gain=0.010291 0.0254862 0.0497508 0.0294396 0.0445367 0.0497255 0.0909414 0.0785259 0.0639466 0.101398 0.0495778
threshold=0.00057154725072905432 0.0068083447404205808 0.00017767510871635753 0.0027679565828293566 0.00017767510871635753 0.00073092587990686308 0.00017767510871635753 0.00073092587990686308 0.0010263677686452868 0.0023699469165876512 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7 -8 -10 -6
right_child=-2 2 -4 -5 10 6 8 -9 9 -11 -12
leaf_value=0.000178147517595371 -2.9824153327374097e-05 -0.0021297744062243888 9.5710674084207117e-05 0.0010196490283838238 0.00078371993891482045 -0.00057646863571682338 0.0007673069142294436 -0.0045616273407180297 -0.004197850539525802 -0.00011304251130248262 -0.00099261488423365999
leaf_weight=634.25787889957428 7777.9436181783676 51.157308220863342 122.76442420482635 145.05968022346497 461.08556568622589 34.599801659584045 121.84170007705688 36.632604718208313 29.972131133079529 80.300392627716064 64.384577989578247
leaf_count=345 3878 38 54 66 189 15 37 33 27 40 58
internal_value=0 0.000130023 -0.000559741 0.000204652 0.000123784 -0.000124042 -0.000755731 -0.00262943 -0.000179835 -0.00122609 0.000565923
internal_weight=0 1782.06 173.922 1608.13 1463.07 937.605 303.347 71.2324 232.114 110.273 525.47
internal_count=4780 902 92 810 744 497 152 48 104 67 247
is_linear=0
shrinkage=0.06


Tree=917
num_leaves=12
num_cat=0
split_feature=82 63 78 110 81 108 29 29 53 59 29
split_gain=0.0101348 0.0444981 0.0519726 0.0401413 0.0599766 0.0434323 0.0333522 0.0348899 0.0268333 0.0464592 0.0269789
threshold=0.0070226341485977182 0.0014881226234138014 0.014293605927377941 0.00057154725072905432 0.0021592099219560628 0.017724351026117805 0.0027679565828293566 0.013439828064292671 0.0037758676335215573 0.0056525857653468856 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 -8 9 -3 -10
right_child=1 8 -4 5 -6 -7 7 -9 10 -11 -12
leaf_value=-2.1173254265558189e-05 0.00024612469208212378 -0.00040893060911436453 0.0015106899099623628 0.0013176267666202097 -0.0023190708900717055 0.0020777263616781998 0.00016637462640819395 -0.0024686799371129772 0.00046629272556430258 -0.0031372144064194937 -0.00094715312070972558
leaf_weight=8557.7436141967773 104.44109690189362 182.52133166790009 149.87470555305481 56.801380276679993 47.733394026756287 60.318971872329712 68.9185711145401 24.421736478805542 219.34129118919373 25.531815409660339 62.351774930953979
leaf_count=4152 86 124 38 35 43 22 54 22 141 23 40
internal_value=0 0.000180477 0.000571237 0.000182658 -0.000559509 0.000719296 0.000172531 -0.00052497 -0.000228479 -0.000745086 0.000153206
internal_weight=0 1002.26 512.51 362.635 152.174 210.461 150.142 93.3403 489.746 208.053 281.693
internal_count=4780 628 300 262 129 133 111 76 328 147 181
is_linear=0
shrinkage=0.06


Tree=918
num_leaves=12
num_cat=0
split_feature=99 52 121 3 100 10 53 124 1 53 78
split_gain=0.0108814 0.0128811 0.0614833 0.0774995 0.0310023 0.0912291 0.0840402 0.060916 0.100211 0.127471 0.105531
threshold=0.034632634371519096 0.0079489401541650313 0.029773407615721229 0.00044738779251929378 0.0021592099219560628 0.017724351026117805 0.01884530205279589 0.0045489775948226461 0.0037758676335215573 0.001792412775103003 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 8 9 -3 -11
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=2.6295571672237697e-05 0.00024963642417346276 -0.00014271435551799856 -0.0034956692797319814 4.0926082255092983e-05 0.00019594528626221705 -0.0024604534680181134 0.00062852015149416729 0.0002262674591979532 -0.0002099898291115677 -0.0010148154374406604 -0.0044776138566543612
leaf_weight=6628.3655610084534 589.57368946075439 95.935175061225891 43.386755704879761 45.794268369674683 902.92507994174957 64.384577989578247 360.9911071062088 315.19683873653412 383.28636312484741 54.674899816513062 75.485367298126221
leaf_count=3473 329 46 31 17 393 58 115 98 127 25 68
internal_value=0 -1.6443e-05 -0.000137395 -0.00168162 -7.61945e-05 -0.000258218 -0.000147742 -0.000450859 -0.000801076 -0.00180257 -0.00302493
internal_weight=0 8970.43 2342.06 89.181 2252.88 1349.95 1285.57 924.579 609.382 226.095 130.16
internal_count=4780 4451 978 48 930 537 479 364 266 139 93
is_linear=0
shrinkage=0.06


Tree=919
num_leaves=12
num_cat=0
split_feature=93 70 138 95 8 93 102 103 36 101 83
split_gain=0.00992615 0.0214215 0.0328597 0.0294027 0.0395459 0.0611367 0.0370492 0.0240542 0.0232029 0.0187678 0.0186515
threshold=0.010829726699739696 0.00082683752407319855 0.00096484774257987748 0.0012745757703669371 0.0018488886416889729 0.030689206905663017 0.00042089859198313212 0.001792412775103003 0.00037263428384903824 0.00017767510871635753 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -3 9 8 -2 -6 -5
right_child=1 3 -4 10 6 -7 -8 -9 -10 -11 -12
leaf_value=-2.5284477975230305e-05 -0.00058459316613778019 0.0034554757395891165 0.00048003094650838875 -0.00076937702668718611 0.0023839894841241236 0.00037679809807401535 -8.3703609551440919e-05 0.00034223226406964369 -0.0021283472481538794 0.00069843619712795576 0.00017704104892371522
leaf_weight=8167.1550855636597 165.6827929019928 42.464031577110291 165.32213318347931 90.103748202323914 36.913636922836304 51.157308220863342 211.75809347629547 74.56264317035675 44.403157234191895 66.885768055915833 443.59128510951996
leaf_count=3978 125 14 60 65 9 38 118 51 40 36 246
internal_value=0 0.000148004 -0.000192579 0.000310545 0.000693133 0.0017754 0.00037158 -0.000583257 -0.000911734 0.00129958 1.71431e-05
internal_weight=0 1392.84 449.971 942.874 409.179 93.6213 315.557 284.649 210.086 103.799 533.695
internal_count=4780 802 276 526 215 52 163 216 165 45 311
is_linear=0
shrinkage=0.06


Tree=920
num_leaves=12
num_cat=0
split_feature=99 35 35 28 133 130 61 50 142 4 124
split_gain=0.00990648 0.0120764 0.0162791 0.016033 0.0145661 0.0168455 0.0314592 0.0204414 0.0126709 0.0153353 0.0114075
threshold=0.034632634371519096 0.00017767510871635753 0.00087947337306104611 0.00075379351619631063 0.0095705352723598498 0.00017767510871635753 0.0021592099219560628 0.037906534969806678 0.013439828064292671 0.0036604277556762104 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 -3 8 6 7 -6 9 -4 -1
right_child=1 2 4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00010106255690537989 0.0011071128341927972 -0.0016460685539147753 0.00059046578379648136 0.0001219562021080839 -0.0024663063001982479 0.0007256989615184741 0.00067011662324164168 -0.00034788711282657259 0.0015707042096643102 -0.0006165031265565065 3.7933040270918027e-05
leaf_weight=3460.6874355077744 52.361064553260803 33.302367925643921 222.02983605861664 41.26027524471283 33.302367925643921 50.234584093093872 42.370354175567627 32.285966396331787 36.81995952129364 45.606913566589355 5509.7385586500168
leaf_count=1727 31 30 103 21 30 21 22 21 17 33 2724
internal_value=0 0.00023819 0.000153308 -0.000668855 0.000285927 -0.000181052 -0.000603256 -0.00142563 0.000528545 0.000384638 -1.56904e-05
internal_weight=0 589.574 537.213 74.5626 462.65 158.193 107.959 65.5883 304.457 267.637 8970.43
internal_count=4780 329 298 51 247 94 73 51 153 136 4451
is_linear=0
shrinkage=0.06


Tree=921
num_leaves=12
num_cat=0
split_feature=102 47 72 11 142 39 59 28 4 86 20
split_gain=0.0100617 0.0404984 0.0406537 0.0370539 0.0498361 0.0919809 0.0353413 0.0543104 0.0429203 0.0372719 0.058389
threshold=0.00052132029668428015 0.019431582652032379 0.000490355829242617 0.027182282879948619 0.036783467978239066 0.0019071503775194289 0.015200819820165636 0.00017767510871635753 0.0026012937305495147 0.00044738779251929378 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 9 -8 -9 10 -1
right_child=-2 2 -4 -5 5 -7 7 8 -10 -11 -12
leaf_value=-0.00060590716223842152 -3.7275950570187781e-05 -0.00021116599856939292 0.0013498162199014827 0.00063728934198924202 -0.0035446646394467749 0.00022404043068699188 0.0020389900754562251 -0.0012087968761793763 0.0010009142141641559 0.00028721927557488281 0.00032512637430347913
leaf_weight=742.67090451717377 6997.7829624414444 92.230228662490845 171.98260676860809 304.37708163261414 41.166597843170166 53.564820885658264 73.827273845672607 58.005136609077454 69.386958122253418 595.04445660114288 359.9606556892395
leaf_count=475 3539 75 66 64 29 24 18 28 14 245 203
internal_value=0 0.000101694 0.000805042 2.0795e-05 -7.33556e-05 -0.0014157 -6.31802e-06 0.000745334 -5.38719e-06 -9.54472e-05 -0.000301964
internal_weight=0 2562.22 264.213 2298 1993.63 94.7314 1898.9 201.219 127.392 1697.68 1102.63
internal_count=4780 1241 141 1100 1036 53 983 60 42 923 678
is_linear=0
shrinkage=0.06


Tree=922
num_leaves=12
num_cat=0
split_feature=146 37 5 62 10 146 78 118 60 23 93
split_gain=0.0105336 0.0226018 0.0255366 0.0615292 0.0235124 0.0202172 0.0395736 0.0392894 0.0638166 0.0818503 0.0369751
threshold=0.0010263677686452868 0.0063990866765379914 0.033603202551603324 0.00085274505545385193 0.0035485138650983576 0.0041444667149335155 0.12087306752800943 0.0084566329605877417 0.025578102096915249 0.012636432424187662 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 7 8 -2 10 -10
right_child=5 4 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00012187539706238186 -0.00014377912136292814 0.0014939057498410452 -0.0026752283754638809 0.00099681277629428528 0.00010386266230482847 4.6110475543351697e-05 -0.0019452833785035374 0.00039455588946698855 -0.0040537504330654655 -3.4917268758540682e-05 -0.0011190237865657498
leaf_weight=1259.0871118307114 2380.9647234678268 85.944464683532715 37.74268364906311 28.955729603767395 89.274701476097107 5051.9036022424698 43.480433106422424 446.65453958511353 42.1829993724823 69.293280720710754 24.515413880348206
leaf_count=633 1296 37 34 18 40 2449 23 176 38 22 14
internal_value=0 0.000145902 6.1234e-05 -0.00108198 0.000786138 -2.72086e-05 -0.000150382 -0.000123983 -0.000216014 -0.00147969 -0.00297836
internal_weight=0 1501 1325.79 66.6984 175.219 8058.99 3007.09 2963.61 2516.96 135.992 66.6984
internal_count=4780 762 685 52 77 4018 1569 1546 1370 74 52
is_linear=0
shrinkage=0.06


Tree=923
num_leaves=12
num_cat=0
split_feature=88 71 132 65 140 126 12 19 146 129 132
split_gain=0.00996963 0.0163896 0.0147155 0.0327058 0.0397449 0.0352012 0.0275261 0.0439696 0.0248835 0.0213396 0.0249007
threshold=0.1242329850792885 0.0068083447404205808 0.0042751494329422721 0.0051502294372767219 0.0051502294372767219 0.00057154725072905432 0.024810968898236755 0.0026012937305495147 0.0079489401541650313 0.12767273932695392 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 -4 9 -8 -7 10 -1
right_child=1 -3 3 4 -6 8 7 -9 -10 -11 -12
leaf_value=-3.5322376734403925e-05 6.6907852967740183e-05 0.0011783748774705637 -0.00040742341667231603 -0.0004457851397293066 -0.0027041165782188655 0.00051354769723498334 0.0011652117474678975 -0.00076671701474209793 -0.0010669032126018065 0.0007106180721045117 0.00052972428156112411
leaf_weight=7613.5301592350006 165.32213318347931 67.07312285900116 528.70670306682587 100.46916818618774 38.852762579917908 342.48042500019073 166.61956691741943 56.801380276679993 39.962841510772705 148.76462662220001 291.41679418087006
leaf_count=3932 60 20 258 42 35 163 45 35 36 37 117
internal_value=0 0.000388065 -9.70344e-06 -0.000221237 -0.00107705 -9.02716e-05 1.71451e-05 0.000673925 0.000348165 -1.08298e-06 -1.44854e-05
internal_weight=0 232.395 9327.6 1050.47 139.322 911.15 8277.13 223.421 382.443 8053.71 7904.95
internal_count=4780 80 4700 534 77 457 4166 80 199 4086 4049
is_linear=0
shrinkage=0.06


Tree=924
num_leaves=12
num_cat=0
split_feature=107 11 145 93 9 46 107 14 147 87 142
split_gain=0.0100584 0.0156136 0.011559 0.0114031 0.0106192 0.0326651 0.0736421 0.042371 0.0403342 0.0346465 0.0290457
threshold=0.048151826485991485 0.004017772153019906 0.0045489775948226461 0.0028552538715302949 0.0016846025246195497 0.0081988852471113222 0.0010263677686452868 0.00055427959887310873 0.0045489775948226461 0.00062670491752214741 0.036783467978239066
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 9 8 -8 -6 -7
right_child=1 2 -4 -5 5 10 7 -9 -10 -11 -12
leaf_value=-3.3719291554374888e-05 -0.0007407144300210657 0.0019417734552563818 0.00031438009933170541 0.00063447696907214103 -0.00071283078009353449 0.00050079906700004236 0.00019002751090568882 -0.00036831064298203968 0.0021879027248667615 -0.0032664715914871977 -0.00077492044740578236
leaf_weight=8075.0044844150543 42.276676774024963 34.506124258041382 28.862052202224731 44.403157234191895 40.056518912315369 735.570143699646 112.58635902404785 286.13338184356689 53.658498287200928 36.632604718208313 70.309682250022888
leaf_count=3992 30 23 26 40 28 315 61 185 16 33 31
internal_value=0 0.000487183 0.00120221 -3.63309e-05 -7.80309e-06 0.000148953 -0.000217326 7.42778e-05 0.000835805 -0.00193531 0.000389415
internal_weight=0 150.048 63.3682 86.6798 9409.95 1334.95 529.067 452.378 166.245 76.6891 805.88
internal_count=4780 119 49 70 4661 669 323 262 77 61 346
is_linear=0
shrinkage=0.06


Tree=925
num_leaves=12
num_cat=0
split_feature=94 99 63 39 143 53 93 25 103 48 17
split_gain=0.0100532 0.0185092 0.0328711 0.0123437 0.0304227 0.0438499 0.034526 0.020324 0.026584 0.0240354 0.020747
threshold=0.055838862434029586 0.0030382014811038975 0.0014881226234138014 0.028884131461381916 0.022641776129603389 0.001792412775103003 0.00017767510871635753 0.011519505176693203 0.0010918468469753864 0.00050559637020342063 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 7 -6 -7 8 9 10 -5
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=-2.6012361944327101e-05 0.00092495509012135242 0.00041910929196853765 -0.0017388793380054583 -0.00070021477614875909 0.00061413612874730355 -0.00025382998888514495 -0.0030290842562770617 0.0013441743210395125 -0.0011055222656962877 0.0017029935624295221 0.00076941645414323602
leaf_weight=8843.3945591449738 117.4013843536377 106.11324024200439 33.302367925643921 56.801380276679993 64.946642398834229 33.489722728729248 31.082210063934326 93.996049404144287 40.056518912315369 51.344663023948669 88.070945143699646
leaf_count=4474 33 39 30 35 10 14 28 20 28 22 47
internal_value=0 0.00037022 -9.72488e-05 -1.02521e-05 0.000292815 -0.000486289 -0.00159234 0.000598404 0.000301273 0.000588879 0.00019312
internal_weight=0 256.817 139.416 9303.18 459.788 129.519 64.5719 330.27 236.274 196.217 144.872
internal_count=4780 102 69 4678 204 52 42 152 132 104 82
is_linear=0
shrinkage=0.06


Tree=926
num_leaves=12
num_cat=0
split_feature=19 45 110 36 9 81 83 37 40 61 39
split_gain=0.00945965 0.0427359 0.0598033 0.0254876 0.0253227 0.0153646 0.0526754 0.060305 0.0423695 0.0394825 0.0546715
threshold=0.086341444402933135 0.0026833302108570938 0.0021592099219560628 0.00017767510871635753 0.00040826165059115743 0.013860232196748258 0.0063990866765379914 0.0037758676335215573 0.015675474889576439 0.0011615398107096555 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 -1 8 9 -7 10 -8
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=2.2373109688952055e-05 0.0017023407210766321 -0.00082327747119988572 0.0012687850935227732 -0.0036651726090760591 0.00027622424913231373 -0.00050756587023227195 0.0021844411304474129 0.0014091068951627736 -0.0024029259495704919 -0.00035960487199287355 1.4231760401183998e-05
leaf_weight=7901.3356844186783 73.827273845672607 23.311657547950745 28.955729603767395 22.201578617095947 113.97747015953064 457.56797409057617 57.082412481307983 108.42707550525665 46.716992497444153 571.35808944702148 155.23774540424347
leaf_count=4070 18 21 18 20 38 202 11 33 34 256 59
internal_value=0 0.000355266 -0.00086025 -0.00221456 0.000837448 -1.00524e-05 -0.000193517 8.35564e-05 -0.000683594 -9.99987e-05 0.000598448
internal_weight=0 262.274 74.469 45.5132 187.805 9297.73 1396.39 892.105 504.285 783.678 212.32
internal_count=4780 115 59 41 56 4665 595 359 236 326 70
is_linear=0
shrinkage=0.06


Tree=927
num_leaves=12
num_cat=0
split_feature=6 89 121 86 100 49 92 28 64 112 102
split_gain=0.0100295 0.0226556 0.0257273 0.0268625 0.0266835 0.0243578 0.0336685 0.0353383 0.0140646 0.0153058 0.0124583
threshold=0.00068727668258361529 0.0048403022810816774 0.00087947337306104611 0.0005375427135732026 0.0018488886416889729 0.0012745757703669371 0.013860232196748258 0.0020292587578296666 0.00017767510871635753 0.00017767510871635753 0.017724351026117805
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -4 8 6 7 -3 9 -2 -1
right_child=1 5 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-1.5493230917119572e-06 5.4543834448486406e-05 -0.0028898414154232832 0.00049998580122473629 -0.0016085315059834635 0.001455143892617884 0.000427691524135598 0.00055083614518506056 -0.00045133575041450427 -0.00017295785124900006 0.0013847071595184221 -0.00034460611893284183
leaf_weight=8486.951495051384 58.005136609077454 36.632604718208313 49.030827760696411 38.946439981460571 116.19762802124023 107.22331917285919 44.777866840362549 51.344663023948669 104.81580650806427 67.166800260543823 398.90709567070007
leaf_count=4258 28 33 28 27 40 40 8 22 54 12 230
internal_value=0 0.000223075 0.000481633 -0.000434195 0.000714433 -0.000244706 -0.000787699 -0.00146883 0.000339732 0.00076884 -1.69537e-05
internal_weight=0 674.141 434.163 87.9773 346.185 239.978 132.755 87.9773 229.988 125.172 8885.86
internal_count=4780 292 189 55 134 103 63 55 94 40 4488
is_linear=0
shrinkage=0.06


Tree=928
num_leaves=12
num_cat=0
split_feature=116 142 59 37 0 35 29 33 117 71 5
split_gain=0.00970219 0.026495 0.0397712 0.051835 0.039611 0.0383136 0.030681 0.0230175 0.0311929 0.0214029 0.0604745
threshold=0.012636432424187662 0.036783467978239066 0.023343417793512348 0.00050559637020342063 0.0066005610860884198 0.0054799309000372895 0.0087224207818508166 0.001792412775103003 0.0095705352723598498 0.001792412775103003 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 6 -6 -2 -5 -9 10 -1
right_child=1 -3 -4 7 5 -7 -8 8 -10 -11 -12
leaf_value=4.3263515429368053e-05 -0.00086949731406878498 -0.00092264767258696764 0.0012725623500827179 5.5469825911669947e-05 0.0016336834749862055 0.00036350444576797777 0.00052071369305374798 -0.0016150321137852032 -0.00021130549248997923 -7.6924982676852865e-05 0.0011942642104930353
leaf_weight=1761.2596478462219 105.92588543891907 77.063833236694336 117.4013843536377 250.89188826084137 146.45079135894775 205.37865209579468 123.87450313568115 94.356709122657776 143.76224648952484 6352.4898718595505 181.14427042007446
leaf_count=762 55 29 33 129 43 88 55 85 81 3370 50
internal_value=0 0.000154743 0.000224701 0.000109689 0.000492455 0.000892537 -0.0001202 -0.00034558 -0.000767989 -2.36307e-05 0.000150659
internal_weight=0 1265.11 1188.04 1070.64 581.63 351.829 229.8 489.011 238.119 8294.89 1942.4
internal_count=4780 598 569 536 241 131 110 295 166 4182 812
is_linear=0
shrinkage=0.06


Tree=929
num_leaves=12
num_cat=0
split_feature=51 82 11 61 117 95 96 71 42 39 94
split_gain=0.0100994 0.0161085 0.0112475 0.012495 0.0101602 0.0397826 0.0331964 0.0265752 0.052506 0.0783404 0.0467704
threshold=0.045367386192083366 0.0044099434744566688 0.0010263677686452868 0.0034400182776153092 0.0023699469165876512 0.011169348377734424 0.0013986918493174019 0.010829726699739696 0.00060774214216507982 0.0010918468469753864 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 7 -7 10 9 -9 -1
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=1.8809703711488121e-05 0.00090382199493816622 0.0014148298038996457 -0.0013138803712921983 0.00050957655909480894 -4.9882092028555289e-05 -0.00038603421729256995 -0.0026212992427652594 -0.00037262496818048875 0.00010492102749591611 -0.0035340168965069777 0.00058100539521961831
leaf_weight=1512.2132078409195 33.302367925643921 46.716992497444153 29.972131133079529 24.515413880348206 6432.710636973381 92.417583465576172 32.192288994789124 102.50197124481201 392.24662208557129 38.852762579917908 822.35770499706268
leaf_count=667 30 34 27 14 3321 59 29 60 224 35 280
internal_value=0 0.000516022 3.66601e-05 -0.000494027 -7.39185e-06 8.39356e-05 -0.000965142 0.000129546 -0.000252438 -0.00124345 0.000216861
internal_weight=0 134.507 87.7899 54.4875 9425.49 2992.78 124.61 2868.17 533.601 141.355 2334.57
internal_count=4780 105 71 41 4675 1354 88 1266 319 95 947
is_linear=0
shrinkage=0.06


Tree=930
num_leaves=12
num_cat=0
split_feature=93 86 125 9 70 29 127 52 24 99 145
split_gain=0.0100902 0.0155094 0.0251125 0.0251663 0.018352 0.0313155 0.0294099 0.0334858 0.0278695 0.0246513 0.0232582
threshold=0.010829726699739696 0.00017767510871635753 0.0041444667149335155 0.00062670491752214741 0.0022272822679951791 0.0017376682371832433 0.0036604277556762104 0.0042751494329422721 0.0026012937305495147 0.00017767510871635753 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 8 7 -2 -6 -7 -9
right_child=1 2 3 -5 5 9 -8 10 -10 -11 -12
leaf_value=-2.5480218519894393e-05 -0.00013732275732022384 0.00059621819981106323 0.00045144470402885129 -0.00093169074007795171 0.00016701730313320389 0.0016722730558577741 0.00069420704563945322 -0.0029988227147655176 -0.002557990701822084 0.00025422597504696348 -0.00094535429427797235
leaf_weight=8167.1550855636597 192.32468724250793 468.85611820220947 97.138931393623352 92.230228662490845 30.065808534622192 53.471143484115601 79.096636295318604 26.641894340515137 24.421736478805542 250.79821085929871 77.799202561378479
leaf_count=3978 149 196 39 75 19 32 47 24 22 137 62
internal_value=0 0.000149234 0.000360726 -0.000222333 -4.02871e-05 0.000266631 -0.00033323 -0.000607213 -0.0010568 0.000503896 -0.00147154
internal_weight=0 1392.84 658.225 189.369 734.619 358.757 375.862 296.766 54.4875 304.269 104.441
internal_count=4780 802 310 114 492 210 282 235 41 169 86
is_linear=0
shrinkage=0.06


Tree=931
num_leaves=12
num_cat=0
split_feature=20 138 15 89 60 29 71 85 125 27 12
split_gain=0.00977774 0.0141904 0.0433104 0.055199 0.0718156 0.0537804 0.045188 0.0461276 0.0481134 0.0450221 0.044244
threshold=0.0042751494329422721 0.0020292587578296666 0.0032328735105693345 0.0026833302108570938 0.013860232196748258 0.010180860292166473 0.0013560238294303419 0.00080172589514404546 0.0036604277556762104 0.0015833032084628942 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 -9 10 -4
right_child=-2 2 9 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-7.6549565455716174e-05 0.00014468322903103887 -0.0019540058359680829 0.0016724546011701725 0.00020922943351406496 -0.0026517249824032476 0.00082927071628208725 0.00062557249753866253 -0.00025368184802327043 -0.0023327673079310825 5.4515412816117704e-05 0.00041857876340632298
leaf_weight=5744.7942597866058 1429.4912526607513 82.239518284797668 146.35711395740509 651.29782235622406 55.691301345825195 103.98675978183746 107.22331917285919 120.54426634311676 59.944262266159058 729.45768463611603 328.97212302684784
leaf_count=2960 738 66 51 231 34 29 40 52 54 358 167
internal_value=0 -2.54686e-05 9.75324e-05 -0.000160677 -0.000615512 -0.000375733 -0.000714571 -0.000359735 -0.000945102 0.00035062 0.000804926
internal_weight=0 8130.51 2385.71 1180.93 529.629 473.938 369.951 287.712 180.489 1204.79 475.329
internal_count=4780 4042 1082 506 275 241 212 146 106 576 218
is_linear=0
shrinkage=0.06


Tree=932
num_leaves=12
num_cat=0
split_feature=35 102 136 71 70 71 107 77 78 42 87
split_gain=0.00984064 0.0495387 0.0443262 0.0337591 0.0477941 0.031539 0.0304185 0.0421369 0.0518877 0.0377584 0.0309232
threshold=0.00057154725072905432 0.0012357163941487672 0.0044099434744566688 0.037906534969806678 0.0005375427135732026 0.0068083447404205808 0.0005893622583243997 0.016164712607860569 0.000490355829242617 0.0027679565828293566 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -3 7 8 -1 -10 -8
right_child=-2 3 -4 4 -6 -7 10 -9 9 -11 -12
leaf_value=0.00021170487318883011 -2.9163879227312611e-05 -0.00068090077196437439 0.0019212710133473627 -0.0031086628859927292 -0.00013272990402293965 0.00037780641843938319 0.00058792766164020554 0.001641939305224273 -0.002814032958383342 6.701642789589932e-05 -0.00011584688487907179
leaf_weight=82.333195686340332 7777.9436181783676 210.36698234081268 59.302570343017578 36.632604718208313 41.26027524471283 195.20058691501617 724.2819995880127 29.049407005310059 54.393867611885071 23.405334949493408 325.82924103736877
leaf_count=58 3878 141 13 33 21 95 321 10 49 13 148
internal_value=0 0.000127147 0.000320164 -0.000391265 -0.00153449 -0.000171375 0.000243399 -0.000456775 -0.000838287 -0.00194832 0.00036957
internal_weight=0 1782.06 1298.6 483.46 77.8929 405.568 1239.29 189.182 160.132 77.7992 1050.11
internal_count=4780 902 612 290 54 236 599 130 120 62 469
is_linear=0
shrinkage=0.06


Tree=933
num_leaves=12
num_cat=0
split_feature=9 2 10 46 4 75 31 70 132 140 148
split_gain=0.0096696 0.0360839 0.0377986 0.0479634 0.0328927 0.0304255 0.0494923 0.0276379 0.0264168 0.0224191 0.0252832
threshold=0.0016846025246195497 0.00099512818269431613 0.0031340263085439806 0.0095705352723598498 0.00077738583786413084 0.0062037324532866487 0.0032328735105693345 0.0010918468469753864 0.0017376682371832433 0.021960759535431865 0.027182282879948619
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 -6 -4 10 -5
right_child=1 -3 5 9 7 6 -8 -9 -10 -11 -12
leaf_value=-2.4347666832466614e-05 -0.0021148408467623957 -0.0016216972866233078 0.0006620276494034488 0.00012712213992463402 -0.0016881900991108064 -0.0012792998788254638 0.0011114507399698319 5.2138210282207474e-05 0.0023163218809487975 -0.00082134789585274317 0.0011713200667776717
leaf_weight=8223.9424159526825 53.283788681030273 40.056518912315369 406.03595626354218 328.33043110370636 44.496834635734558 72.248807907104492 54.674899816513062 124.70354986190796 37.930038452148438 62.445452332496643 111.85098969936371
leaf_count=4110 48 28 196 126 32 57 25 80 18 32 28
internal_value=0 0.00014968 0.00020455 -8.29682e-05 -0.000816227 0.000569689 -0.000249372 -0.000406265 0.000803851 0.000241701 0.000392661
internal_weight=0 1336.06 1296 725.111 222.484 570.89 126.924 169.2 443.966 502.627 440.181
internal_count=4780 670 642 346 160 296 82 112 214 186 154
is_linear=0
shrinkage=0.06


Tree=934
num_leaves=12
num_cat=0
split_feature=90 7 46 109 84 150 23 22 84 143 72
split_gain=0.00940321 0.0210663 0.0291034 0.0134235 0.0133323 0.0328447 0.0614185 0.0621144 0.0351342 0.0475878 0.0760446
threshold=0.0020932231564074759 0.00062670491752214741 0.0013560238294303419 0.011519505176693203 0.0015349716995842757 0.00043393640953581786 0.0025217677466571335 0.0014427106943912806 0.0038949446752667431 0.011519505176693203 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 -6 -8 9 -7 -11
right_child=1 3 -4 -5 5 8 7 -9 -10 10 -12
leaf_value=2.2941688452150207e-05 0.00038173338782428325 0.00029515933371440601 -0.0018919906057514632 0.0013357956650772184 -0.00011503114232584286 -1.442207001777543e-05 -0.0030314809250765657 0.00010738158772272272 0.00040140650265133422 -0.0026594483905385191 -0.00023592180589380714
leaf_weight=7651.3009426593781 57.817781805992126 112.77371382713318 31.082210063934326 73.827273845672607 192.98042905330658 693.46677184104919 65.494656920433044 34.693479061126709 437.21184372901917 69.934972643852234 139.41560816764832
leaf_count=3772 44 45 28 18 93 366 59 7 216 63 69
internal_value=0 0.000345355 -0.000414464 0.000707374 -1.02771e-05 -0.000165894 -0.000741038 -0.00194552 -4.002e-05 -0.000253813 -0.0010464
internal_weight=0 275.501 88.9 186.601 9284.5 1633.2 293.169 100.188 1340.03 902.817 209.351
internal_count=4780 135 72 63 4645 873 159 66 714 498 132
is_linear=0
shrinkage=0.06


Tree=935
num_leaves=12
num_cat=0
split_feature=118 132 8 98 18 102 118 23 34 47 102
split_gain=0.00959648 0.032014 0.0323823 0.0557385 0.0475967 0.104163 0.0327218 0.0836771 0.0821414 0.0647797 0.0518621
threshold=0.0054799309000372895 0.0051502294372767219 0.0048403022810816774 0.0026833302108570938 0.0015833032084628942 0.0041444667149335155 0.01884530205279589 0.010180860292166473 0.00077738583786413084 0.0023699469165876512 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 8 9 -2 -8 -10
right_child=1 -3 3 -5 5 -7 7 -9 10 -11 -12
leaf_value=-2.8702581600708614e-05 0.0018795179429711962 -0.00058035283561494032 0.00080072356237695266 -0.0003228221926404077 -0.0028012231587351303 0.00048493072578587054 -0.0035587857311004836 0.00048352886170793422 -0.0015198246722401328 -0.00040770744752599867 0.0004155325477536747
leaf_weight=7787.9202786684036 111.85098969936371 204.26857316493988 571.18478453159332 220.17033791542053 65.494656920433044 73.733596444129944 41.166597843170166 157.45790326595306 65.588334321975708 54.581222414970398 206.58240842819214
leaf_count=3984 28 87 175 166 59 26 29 61 51 33 81
internal_value=0 0.000125991 0.000218051 0.00048813 -5.72371e-05 -0.00106182 0.000162386 -0.000367023 0.000511459 -0.00176481 -5.12412e-05
internal_weight=0 1772.08 1567.81 791.355 776.456 139.228 637.227 253.206 384.022 95.7478 272.171
internal_count=4780 796 709 341 368 85 283 123 160 62 132
is_linear=0
shrinkage=0.06


Tree=936
num_leaves=12
num_cat=0
split_feature=99 150 33 87 78 27 128 116 37 62 149
split_gain=0.0113773 0.0191866 0.0286823 0.0195909 0.033109 0.0200688 0.0193989 0.0187028 0.02337 0.0173655 0.0318488
threshold=0.017188700847327713 0.0015349716995842757 0.0036604277556762104 0.0017376682371832433 0.016668972559273246 0.00017767510871635753 0.00093549740267917525 0.0038949446752667431 0.00057154725072905432 0.00037263428384903824 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 6 -2 -5 -7 -9 10 -4
right_child=1 2 9 4 -6 7 -8 8 -10 -11 -12
leaf_value=-2.3489446351673811e-05 -0.0010214761811188394 0.00087243060666789972 0.00021014193458463121 -0.0031894192201834923 0.00060839888923299389 0.00042391081901094126 -0.00070974364441229348 0.00030370035949166816 -0.0017166765860779478 0.00026556030261160388 -0.0024978028682161135
leaf_weight=8471.6914222240448 53.283788681030273 270.04426229000092 40.056518912315369 23.311657547950745 28.955729603767395 321.57628011703491 22.201578617095947 46.90434730052948 36.632604718208313 219.80967819690704 25.531815409660339
leaf_count=4220 48 122 28 21 18 128 20 18 33 101 23
internal_value=0 0.000182583 0.000429304 -7.4623e-05 -0.000976553 7.20812e-05 -0.00198403 0.000216131 -0.000583268 9.85866e-06 -0.000846188
internal_weight=0 1088.31 555.442 532.866 74.469 458.397 45.5132 405.113 83.537 285.398 65.5883
internal_count=4780 560 274 286 59 227 41 179 51 152 51
is_linear=0
shrinkage=0.06


Tree=937
num_leaves=12
num_cat=0
split_feature=99 2 142 133 110 135 22 75 26 124 26
split_gain=0.0104709 0.0130323 0.0123458 0.0152533 0.0151254 0.016321 0.0178388 0.0132701 0.0115155 0.0203837 0.0267433
threshold=0.034632634371519096 0.0012745757703669371 0.00017767510871635753 0.0095705352723598498 0.0016846025246195497 0.00039601318712811922 0.00077738583786413084 0.0054799309000372895 0.0014881226234138014 0.0045489775948226461 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 5 6 7 -5 -1 -10 -11
right_child=1 -3 3 4 -6 -7 -8 -9 9 10 -12
leaf_value=-3.5425829055750734e-05 -0.00053061165480959658 -0.0008849097030103122 0.00065583882213079427 -0.0023016921302299351 0.0010235075437180004 0.00052298609930918416 0.00026722540548659434 -0.00040934092359188858 5.6734555761135588e-05 0.0017459020730754015 5.6863069742303012e-05
leaf_weight=8301.6619910001755 55.784978747367859 34.506124258041382 322.03061723709106 31.082210063934326 37.930038452148438 51.344663023948669 33.489722728729248 23.405334949493408 533.78871071338654 65.869366526603699 69.105925917625427
leaf_count=4083 26 23 185 28 18 22 14 13 303 27 38
internal_value=0 0.000244882 0.000315263 0.00040986 -3.71501e-05 -0.000326438 -0.000822204 -0.00149106 -1.61301e-05 0.000223366 0.000881814
internal_weight=0 589.574 555.068 499.283 177.252 139.322 87.9773 54.4875 8970.43 668.764 134.975
internal_count=4780 329 306 280 95 77 55 41 4451 368 65
is_linear=0
shrinkage=0.06


Tree=938
num_leaves=12
num_cat=0
split_feature=60 15 92 102 29 0 63 3 145 116 112
split_gain=0.00998512 0.0359192 0.0351021 0.0868038 0.0592469 0.0659835 0.0374519 0.0724847 0.0774259 0.084078 0.0681468
threshold=0.004017772153019906 0.00057154725072905432 0.00017767510871635753 0.0019071503775194289 0.034632634371519096 0.0013146653072908523 0.0019071503775194289 0.0011980500421486797 0.00080172589514404546 0.0010585968848317864 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -4 10 -10
right_child=1 2 6 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=3.4503150998546679e-05 0.0004476130115917327 -1.106103850836322e-05 -8.8228942594494993e-05 -0.0030518535617220163 0.0017127502441621546 -0.0027816476248451695 9.635474656211247e-05 0.00015202036247678172 -0.0060465022221301507 -0.0011196503089117716 -0.0016402118799565156
leaf_weight=7258.1831241846085 353.31423199176788 101.57924711704254 136.17904877662659 52.173709750175476 41.447630047798157 44.403157234191895 1093.1373366117477 312.7893260717392 27.751973271369934 115.72924101352692 23.311657547950745
leaf_count=3814 100 43 58 47 5 40 435 112 25 80 21
internal_value=0 -0.000108914 -0.000209844 -0.000889797 -0.000286653 -0.000855112 -0.000114462 -0.000488671 -0.00114996 -0.00201624 -0.00404207
internal_weight=0 2301.82 1948.5 239.604 187.43 145.982 1708.9 615.761 302.972 166.793 51.0636
internal_count=4780 966 866 135 88 83 731 296 184 126 46
is_linear=0
shrinkage=0.06


Tree=939
num_leaves=12
num_cat=0
split_feature=99 35 117 78 88 145 15 33 142 46 138
split_gain=0.00959793 0.0121237 0.0111503 0.0517391 0.0963317 0.038377 0.044702 0.0359957 0.0383536 0.033845 0.0350298
threshold=0.034632634371519096 0.00017767510871635753 0.0023699469165876512 0.037906534969806678 0.00055427959887310873 0.010500331409275534 0.0058306583669036635 0.017724351026117805 0.0020932231564074759 0.096724390983581557 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 9 -5 6 -6 -1 -9 10 -4
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 -12
leaf_value=0.00011573468498701413 0.0011050679104767267 0.00014939968845178859 -0.00011756064402762984 -0.0031069435701932832 -0.00033084371059697611 0.0010437843393553048 -0.0022134640111984164 -0.00013634333706767028 -0.0029873033644209584 0.00051942443295292578 0.00031011259344411977
leaf_weight=2806.3685083389282 52.361064553260803 537.21262490749359 4358.8630677461624 51.157308220863342 345.99801659584045 60.412649273872375 52.173709750175476 43.574110507965088 27.751973271369934 405.20690953731537 818.91974091529846
leaf_count=1275 31 298 2334 38 150 14 47 15 25 171 382
internal_value=0 0.000234447 -1.54485e-05 -6.14213e-05 -0.000640006 -0.00036419 -0.000578023 8.18852e-05 -0.00124824 -8.58447e-06 -4.9915e-05
internal_weight=0 589.574 8970.43 6092.73 509.742 458.584 398.172 2877.69 71.3261 5582.99 5177.78
internal_count=4780 329 4451 3136 249 211 197 1315 40 2887 2716
is_linear=0
shrinkage=0.06


Tree=940
num_leaves=12
num_cat=0
split_feature=51 87 63 99 116 107 142 73 127 79 112
split_gain=0.00935683 0.0152466 0.014513 0.0121149 0.0112603 0.0169256 0.0297734 0.0259116 0.0215725 0.0190893 0.0215471
threshold=0.045367386192083366 0.0011615398107096555 0.00073092587990686308 0.0035485138650983576 0.01884530205279589 0.0031340263085439806 0.0070226341485977182 0.0012357163941487672 0.00039601318712811922 0.00096484774257987748 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 -6 9 -9 -7 -11
right_child=1 3 -4 -5 5 7 -8 8 -10 10 -12
leaf_value=-2.6521329889176837e-05 0.0010851740659787309 0.00020977694341776633 -0.00079816060679517944 0.0018135052286531509 -6.4741775340407704e-05 -0.00056905554945676715 0.0010250992381196664 -0.0017976586708426156 -0.00018600488100996499 0.001109740841758667 -0.00017818096008445945
leaf_weight=8667.7210558652878 22.201578617095947 29.972131133079529 43.293078303337097 39.040117383003235 170.77885043621063 69.012248516082764 191.2286581993103 45.513236165046692 86.867188811302185 116.19762802124023 78.173912167549133
leaf_count=4340 20 27 39 19 73 46 51 41 54 40 30
internal_value=0 0.000496674 -0.000159061 0.00111831 -7.12985e-06 0.000214653 0.000511085 -5.65566e-05 -0.00074104 0.000287625 0.000591929
internal_weight=0 134.507 65.4947 69.0122 9425.49 757.772 362.008 395.764 132.38 263.384 194.372
internal_count=4780 105 59 46 4675 335 124 211 95 116 70
is_linear=0
shrinkage=0.06


Tree=941
num_leaves=12
num_cat=0
split_feature=135 135 49 79 106 15 131 81 94 34 0
split_gain=0.00949594 0.0450127 0.0808275 0.0620315 0.040489 0.0368415 0.0458956 0.0500546 0.0610476 0.041532 0.074954
threshold=0.0018488886416889729 0.0013986918493174019 0.00064626874518580746 0.00055427959887310873 0.0030382014811038975 0.014740333426743748 0.00017767510871635753 0.010180860292166473 0.015200819820165636 0.011519505176693203 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 -2 10 -7
right_child=5 2 -4 4 -6 9 -8 -9 -10 -11 -12
leaf_value=-4.2155762653812069e-06 0.00079345951710201935 -7.6037260117571109e-05 0.00070349669866509384 -0.003618009550693396 -0.0013925114677912486 0.00028852065900494047 6.2957264447156244e-05 -0.00015119461874817005 0.0029785688018758288 0.0001572925661794106 -0.0016394244255342467
leaf_weight=6797.70177257061 259.77251970767975 73.63991904258728 91.494859337806702 48.843472957611084 74.375288367271423 127.20473992824554 1367.8748470544815 149.59367334842682 55.878656148910522 344.70058286190033 168.91935229301453
leaf_count=3286 137 34 42 44 67 58 731 62 18 165 136
internal_value=0 -3.53665e-05 -0.000769469 -0.00145407 -0.00227691 0.000101169 0.000238065 0.000752779 0.0011811 -0.000290408 -0.000811428
internal_weight=0 7086.06 288.354 196.859 123.219 2473.94 1833.12 465.245 315.651 640.825 296.124
internal_count=4780 3473 187 145 111 1307 948 217 155 359 194
is_linear=0
shrinkage=0.06


Tree=942
num_leaves=12
num_cat=0
split_feature=146 37 106 149 121 89 47 140 44 75 8
split_gain=0.00996405 0.0204681 0.026011 0.0312207 0.0447414 0.0414143 0.0363492 0.0313058 0.0380773 0.0557322 0.0801228
threshold=0.0010263677686452868 0.0063990866765379914 0.0072436286136507997 0.0013986918493174019 0.0098710241727530974 0.00047558375808876013 0.013439828064292671 0.05109804309904576 0.00044738779251929378 0.0054799309000372895 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 7 8 -1 10 -10
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00035254250474156632 -2.6468477464939376e-05 0.00075116413064958156 0.00046629900295835778 -0.0023475246491484855 0.00025569965796364794 -0.00027949571897485328 -0.0014262141938281348 0.0012446080646339808 -0.0039233406821161838 0.00068285150808405828 -0.00024975253416933079
leaf_weight=394.29347503185272 8058.9949923753738 175.21916615962982 399.00077307224274 75.485367298126221 102.40829384326935 64.759287595748901 52.173709750175476 91.682214140892029 35.522525787353516 56.98873507976532 53.471143484115601
leaf_count=145 4018 77 222 68 68 26 47 26 32 19 32
internal_value=0 0.000141897 6.13246e-05 -0.000113057 -0.000697644 -0.00139347 9.436e-05 0.000220103 4.60508e-05 -0.000781447 -0.00171885
internal_weight=0 1501 1325.79 926.785 242.653 140.245 684.132 631.958 540.276 145.982 88.9937
internal_count=4780 762 685 463 162 94 301 254 228 83 64
is_linear=0
shrinkage=0.06


Tree=943
num_leaves=12
num_cat=0
split_feature=94 93 51 146 40 19 79 40 116 26 148
split_gain=0.00925726 0.0114087 0.0155931 0.0365912 0.0639768 0.0796338 0.0893454 0.0902837 0.0587963 0.0366294 0.0792419
threshold=0.055838862434029586 0.010829726699739696 0.0013560238294303419 0.0079489401541650313 0.028884131461381916 0.086341444402933135 0.00082683752407319855 0.0066005610860884198 0.0038949446752667431 0.00050559637020342063 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 8 -8 -5 -1 -11
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 10 -12
leaf_value=-2.9819139899845653e-06 0.00035525486708337753 0.00014954591950824391 3.1127173371232845e-05 -0.0045418341149068399 0.0010758629573902852 0.0017308177296618866 -0.00032376536414304807 -0.003266731532204201 -0.00096792337735655983 0.00027395117332250764 -0.0027455498006871914
leaf_weight=2543.4390567541122 256.81699252128601 1377.209815621376 4758.0792953968048 41.072920441627502 69.386958122253418 38.023715853691101 277.8148148059845 43.293078303337097 27.845650672912598 71.513438582420349 55.503946542739868
leaf_count=1216 102 796 2346 37 14 10 129 39 17 24 50
internal_value=0 -9.84476e-06 -3.75419e-05 -0.000140678 -0.000613098 -0.000887066 -0.00114266 -0.000721442 -0.00310134 -5.26592e-05 -0.00104663
internal_weight=0 9303.18 7925.97 3167.89 497.437 428.05 390.026 321.108 68.9186 2670.46 127.017
internal_count=4780 4678 3882 1536 246 232 222 168 54 1290 74
is_linear=0
shrinkage=0.06


Tree=944
num_leaves=12
num_cat=0
split_feature=34 39 61 71 81 21 146 115 36 81 50
split_gain=0.0096037 0.0121052 0.022154 0.0215565 0.018985 0.0148777 0.0346568 0.0150407 0.0265896 0.0124268 0.0117316
threshold=0.02636832278221846 0.0019071503775194289 0.0027679565828293566 0.055838862434029586 0.0035485138650983576 0.002945306478068233 0.0056525857653468856 0.0038949446752667431 0.00096484774257987748 0.013860232196748258 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -3 -7 -9 -8 -4
right_child=1 5 10 -5 -6 7 9 8 -10 -11 -12
leaf_value=-2.0876584112463365e-05 -0.00054433940218838505 0.0018944842523740584 0.0003955516726946675 0.00034361181532692941 -0.0026816732859916361 0.00029073926827283459 0.00061307075832816042 -0.001898038385858271 0.00027539123909386406 -0.00038668825127406785 -0.00046975135437098847
leaf_weight=8535.0595986843109 31.082210063934326 63.649208664894104 211.02272415161133 32.379643797874451 28.862052202224731 292.24584090709686 139.60296297073364 34.412446856498718 49.030827760696411 65.775689125061035 76.876478433609009
leaf_count=4269 28 25 85 13 26 142 53 31 28 35 45
internal_value=0 0.000173493 -9.4998e-05 -0.00090323 -0.00157618 0.000331826 0.000672343 8.78702e-05 -0.000622142 0.00029285 0.000164411
internal_weight=0 1024.94 380.223 92.3239 59.9443 644.717 269.028 375.689 83.4433 205.379 287.899
internal_count=4780 511 197 67 54 314 113 201 59 88 130
is_linear=0
shrinkage=0.06


Tree=945
num_leaves=12
num_cat=0
split_feature=112 127 145 124 144 99 47 40 30 71 108
split_gain=0.00958323 0.0145748 0.0108381 0.0318882 0.0473461 0.0957283 0.143472 0.0684257 0.0467646 0.0437961 0.0657784
threshold=0.0079489401541650313 0.001792412775103003 0.00044738779251929378 0.00073092587990686308 0.00017767510871635753 0.0030382014811038975 0.00747153488919139 0.0066005610860884198 0.00038414125447161501 0.0013560238294303419 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 9 5 6 7 8 -5 10 -4
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00012825207126279968 3.3316568993737412e-05 0.00078477112874837695 0.00098941055894647442 0.00098235033375375347 -2.2063469831566337e-05 -0.00069210764781811281 -0.00078338390858624196 0.00040448437980321095 0.0028743550981959755 -0.00030560571267551655 -0.00070046545081687477
leaf_weight=1611.8533293008804 283.53851437568665 138.11817443370819 238.13300549983978 69.199603319168091 4243.1478766202927 163.74366724491119 117.85572147369385 104.90948390960693 147.65454769134521 2314.7346972227097 127.11106252670288
leaf_count=684 215 84 69 30 2157 99 90 46 36 1204 66
internal_value=0 0.000279591 -1.29409e-05 -4.31797e-05 4.86582e-05 0.000545929 0.00100711 0.00166297 0.00227133 -0.000209256 0.000401275
internal_weight=0 421.657 9138.34 7526.49 4846.51 603.363 439.619 321.764 216.854 2679.98 365.244
internal_count=4780 299 4481 3797 2458 301 202 112 66 1339 135
is_linear=0
shrinkage=0.06


Tree=946
num_leaves=12
num_cat=0
split_feature=26 39 120 31 107 54 51 107 93 127 141
split_gain=0.00929073 0.0206376 0.0215458 0.0337259 0.0176021 0.0159285 0.0158282 0.025278 0.0288234 0.0196293 0.012899
threshold=0.0014881226234138014 0.0031340263085439806 0.00038414125447161501 0.00060774214216507982 0.0016331639490090313 0.0020292587578296666 0.00043393640953581786 0.0051502294372767219 0.021960759535431865 0.00077738583786413084 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 10 -5 -4 -2 8 9 -8 -3
right_child=1 2 5 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-1.6656953495832238e-05 0.0006758927911047597 -0.00068879843255107006 0.00042754921500051478 0.0007181405647324916 0.0021246469452448481 -0.0010013227832301999 -0.00089704122903833648 0.00027687703735001005 0.00017340418133450077 -0.0027835315781794745 0.00074546470150627336
leaf_weight=8860.0597929954529 73.733596444129944 46.623315095901489 75.766399502754211 56.895057678222656 73.63991904258728 44.496834635734558 58.927860736846924 137.19545030593872 59.115215539932251 29.972131133079529 43.574110507965088
leaf_count=4392 26 42 44 27 34 32 45 67 29 27 15
internal_value=0 0.000210396 0.00054459 0.0008965 0.00151263 -0.000101519 -0.00010715 -0.00030975 -0.000853315 -0.00153547 4.14809e-06
internal_weight=0 699.94 340.996 220.732 130.535 120.263 358.944 285.211 148.015 88.9 90.1974
internal_count=4780 388 194 118 61 76 194 168 101 72 57
is_linear=0
shrinkage=0.06


Tree=947
num_leaves=12
num_cat=0
split_feature=23 137 56 29 0 23 146 116 131 133 115
split_gain=0.00919171 0.028538 0.0337991 0.0695486 0.0325263 0.0592099 0.116341 0.0405527 0.0415579 0.0362793 0.0417389
threshold=0.0031340263085439806 0.00040826165059115743 0.0012745757703669371 0.00057154725072905432 0.0034400182776153092 0.00093549740267917525 0.011519505176693203 0.0022975050378590827 0.000490355829242617 0.029773407615721229 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 9 -6 7 8 -7 10 -1
right_child=-2 -3 3 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00060723213994074592 3.1826554413691561e-05 0.0001422167336536213 -2.684352381488448e-05 -0.0037007018378382001 0.00024160036861606233 0.00070233319143450678 -0.0035014720788104415 -0.0020070474239432005 -0.0012581403363474807 0.0012532053425132986 0.00036868538966971609
leaf_weight=312.5879213809967 7392.6244519948959 930.9580854177475 45.794268369674683 31.082210063934326 176.42292249202728 100.56284558773041 59.944262266159058 49.953551888465881 63.368176460266113 78.36126697063446 318.33972072601318
leaf_count=225 3733 394 17 28 70 34 54 45 49 14 117
internal_value=0 -0.000108682 -0.000297592 -0.00151511 -0.000216748 -0.000615537 -0.00116766 -0.000512247 -5.58005e-05 3.64511e-05 -0.000114845
internal_weight=0 2167.38 1236.42 76.8765 1159.54 450.252 273.829 213.885 163.931 709.289 630.928
internal_count=4780 1047 653 45 608 252 182 128 83 356 342
is_linear=0
shrinkage=0.06


Tree=948
num_leaves=12
num_cat=0
split_feature=98 18 58 88 88 78 24 117 17 37 59
split_gain=0.00959437 0.0140766 0.0161034 0.0125475 0.0383515 0.045051 0.0433805 0.0468163 0.0624419 0.0741133 0.0440598
threshold=0.049604203552007682 0.0031340263085439806 0.017188700847327713 0.00017767510871635753 0.00064626874518580746 0.00068727668258361529 0.00017767510871635753 0.0031340263085439806 0.000490355829242617 0.00099512818269431613 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -7 -8 9 -9 -10
right_child=1 2 -4 4 -6 6 7 8 10 -11 -12
leaf_value=-0.00011638884021300793 0.00029969747294121747 -0.0014107635733796565 0.00039753775763258487 -0.001324609815256267 -3.2914952508498769e-05 0.0020090433162808057 0.0010075701553980874 -0.0023553571427660049 -0.0013489658690832619 0.00054466554178249978 0.00062651894317517821
leaf_weight=3019.6769679784775 644.71697628498077 38.852762579917908 32.473321199417114 52.173709750175476 4891.4761219024658 62.63280713558197 276.06304395198822 73.35888683795929 45.606913566589355 55.784978747367859 367.18319368362427
leaf_count=1548 314 35 5 47 2450 16 87 58 33 26 161
internal_value=0 0.000211195 -0.000588077 -1.7137e-05 3.43226e-05 0.000386872 0.000488409 0.000371745 4.77268e-05 -0.00110321 0.000407985
internal_weight=0 716.043 71.3261 8843.96 5824.28 932.804 880.63 817.997 541.934 129.144 412.79
internal_count=4780 354 40 4426 2878 428 381 365 278 84 194
is_linear=0
shrinkage=0.06


Tree=949
num_leaves=12
num_cat=0
split_feature=34 51 51 31 35 87 94 5 125 46 51
split_gain=0.0093694 0.0135478 0.0302576 0.0420723 0.0398954 0.02394 0.0155288 0.0374191 0.0483172 0.039859 0.0495535
threshold=0.02636832278221846 0.027182282879948619 0.016164712607860569 0.0038949446752667431 0.0042751494329422721 0.0026833302108570938 0.0019672545604407792 0.0016846025246195497 0.086341444402933135 0.0062037324532866487 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 7 8 -1 10 -9
right_child=-2 -3 3 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.00018070753418543702 0.00017136731814093375 0.00036737412501193793 0.00023156232374541179 0.00058263745975081663 -0.0021013567710946356 -0.0016524724090019331 6.5412028991279812e-05 0.00063985892728073417 -0.002338989191496465 -0.00044174118884901135 -0.0010317829725420477
leaf_weight=2822.9915925264359 1024.9400849342346 312.03990685939789 75.766399502754211 71.419761180877686 84.3659987449646 35.616203188896179 4180.4494918584824 608.36540377140045 37.74268364906311 235.06975102424622 71.232406377792358
leaf_count=1484 511 176 44 32 76 24 1955 257 34 139 48
internal_value=0 -2.06164e-05 -3.53438e-05 -0.000663286 -0.00111793 -0.000371827 -1.42486e-05 -0.000102455 -0.000209263 0.000231587 0.000464519
internal_weight=0 8535.06 8223.02 267.168 195.749 111.383 7955.85 3775.4 2860.73 914.668 679.598
internal_count=4780 4269 4093 176 144 68 3917 1962 1518 444 305
is_linear=0
shrinkage=0.06


Tree=950
num_leaves=12
num_cat=0
split_feature=107 11 145 99 52 97 141 12 117 31 118
split_gain=0.0094673 0.0142609 0.010299 0.0102484 0.0229983 0.0341731 0.0190065 0.0350015 0.029331 0.0232721 0.0230762
threshold=0.048151826485991485 0.004017772153019906 0.0045489775948226461 0.017188700847327713 0.012636432424187662 0.00043393640953581786 0.0018488886416889729 0.012636432424187662 0.0036604277556762104 0.0026833302108570938 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 6 -6 7 -5 9 -8 -10
right_child=1 2 -4 4 5 -7 8 -9 10 -11 -12
leaf_value=-3.015519829354991e-05 -2.7682934235669748e-05 0.0018540996306676363 0.00031786474558956665 0.00079993656715134217 -8.7317319609579936e-05 -0.0023586347527355992 -0.0015381259478324783 -0.0010251558524223005 -0.00019664058498810322 0.00017712312321629302 0.00070176292648562518
leaf_weight=8327.1938064098358 86.679834008216858 34.506124258041382 28.862052202224731 346.92074072360992 135.06896984577179 28.862052202224731 65.588334321975708 42.370354175567627 191.87035012245178 50.234584093093872 221.84248125553131
leaf_count=4106 70 23 26 167 57 26 51 22 92 21 119
internal_value=0 0.000472646 0.001156 -7.57578e-06 0.000166063 -0.000488405 0.000282869 0.000601082 4.88644e-05 -0.000794679 0.000285158
internal_weight=0 150.048 63.3682 9409.95 1082.76 163.931 918.827 389.291 529.536 115.823 413.713
internal_count=4780 119 49 4661 555 83 472 189 283 72 211
is_linear=0
shrinkage=0.06


Tree=951
num_leaves=12
num_cat=0
split_feature=110 4 141 82 79 63 84 91 143 149 39
split_gain=0.00924408 0.01175 0.043571 0.043775 0.0726089 0.0364379 0.0346956 0.0481279 0.0608219 0.0432411 0.0370846
threshold=0.024066280573606495 0.0005375427135732026 0.00017767510871635753 0.0070226341485977182 0.00017767510871635753 0.00042089859198313212 0.0011261500185355546 0.00099512818269431613 0.014740333426743748 0.00060774214216507982 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4 8 9 -8 -9
right_child=-2 2 6 -5 5 -7 7 10 -10 -11 -12
leaf_value=7.9399509588567188e-05 0.0002626173042679537 -0.0032024643620341864 6.2404711306697253e-05 0.00074426533906175212 0.00049764183554535041 -0.0013489903110093322 -0.0015515502513573812 2.9666927803363607e-05 -0.0030912522235898771 -7.2465031301467892e-05 -0.0010311795832755649
leaf_weight=3195.1631164550781 459.13239014148712 49.953551888465881 4110.8892288208008 51.344663023948669 65.869366526603699 92.230228662490845 111.19524788856506 1053.3478000164032 39.962841510772705 197.32706737518311 133.58418130874634
leaf_count=1698 260 45 1860 22 27 75 84 480 36 105 88
internal_value=0 -1.32858e-05 -6.34318e-05 -0.000823628 -0.00121073 -0.000579796 -2.84935e-05 -0.00027185 -0.000891693 -0.000605876 -8.98037e-05
internal_weight=0 9100.87 5905.7 259.398 208.053 158.1 5646.31 1535.42 348.485 308.522 1186.93
internal_count=4780 4520 2822 169 147 102 2653 793 225 189 568
is_linear=0
shrinkage=0.06


Tree=952
num_leaves=12
num_cat=0
split_feature=35 35 104 54 81 42 60 4 47 108 19
split_gain=0.00946954 0.0294286 0.0377933 0.0344196 0.0505925 0.0411427 0.0738307 0.0562438 0.0338166 0.0301176 0.0431793
threshold=0.00057154725072905432 0.00017767510871635753 0.012636432424187662 0.00073092587990686308 0.0013146653072908523 0.0031340263085439806 0.00039601318712811922 0.00096484774257987748 0.00017767510871635753 0.0022975050378590827 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 8 6 -5 -8 -1 10 -3
right_child=-2 2 -4 5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00045720389342712476 -2.8619767933494259e-05 0.00045071267187776504 -0.00080937827833559852 -0.00017203038472818967 -0.00072644735240349556 -5.3457387716482624e-05 -0.00091645143583078518 -0.0044956735410257766 0.0011585573949011196 0.00095831560032473779 -0.0017146976073611564
leaf_weight=59.021538138389587 7777.9436181783676 192.05770492553711 76.595446228981018 110.36620116233826 104.81580650806427 564.04187405109406 31.082210063934326 32.192288994789124 221.20078933238983 350.71936452388763 39.962841510772705
leaf_count=37 3878 76 69 59 54 306 28 29 78 130 36
internal_value=0 0.000124715 0.000442852 -6.21385e-05 0.000397632 -0.00030214 -0.00110945 -0.00274168 0.000818198 0.000607556 7.71679e-05
internal_weight=0 1782.06 659.335 1122.72 385.038 737.683 173.641 63.2745 280.222 582.74 232.021
internal_count=4780 902 311 591 169 422 116 57 115 242 112
is_linear=0
shrinkage=0.06


Tree=953
num_leaves=12
num_cat=0
split_feature=6 89 28 25 149 82 99 56 57 25 125
split_gain=0.00983267 0.0199877 0.0286156 0.0322954 0.0196351 0.020408 0.014963 0.0137113 0.0132599 0.0160351 0.0442692
threshold=0.00068727668258361529 0.0048403022810816774 0.0020292587578296666 0.0032328735105693345 0.0035485138650983576 0.00096484774257987748 0.0056525857653468856 0.00038414125447161501 0.0046923852059990176 0.0017376682371832433 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 -2 -7 -6 9 -1 -11
right_child=1 2 -4 -5 7 6 -8 -9 -10 10 -12
leaf_value=5.5918917651851834e-05 0.00024346290207333119 0.0001447693896191242 0.00027008206481542602 -0.0021871399184611303 0.00036002774978135784 0.00072905343395565571 0.0019531351494217952 -0.001303657293064233 0.00046471175548826795 -0.00062967622916795319 -3.8895694599010741e-05
leaf_weight=4219.1664273738861 203.25217163562775 40.150196313858032 154.22134387493134 45.606913566589355 36.726282119750977 104.90948390960693 54.768577218055725 34.506124258041382 201.12569117546082 516.2148026227951 3949.351669549942
leaf_count=2289 78 20 50 33 25 46 17 23 68 271 1860
internal_value=0 0.000220863 -0.000218516 -0.00109648 0.000463719 0.000642459 0.00114987 -0.000446586 -1.67994e-05 -2.79557e-05 -0.000107202
internal_weight=0 674.141 239.978 85.7571 434.163 362.93 159.678 71.2324 8885.86 8684.73 4465.57
internal_count=4780 292 103 53 189 141 63 48 4488 4420 2131
is_linear=0
shrinkage=0.06


Tree=954
num_leaves=12
num_cat=0
split_feature=63 63 77 37 80 21 69 38 149 150 7
split_gain=0.00930549 0.0361833 0.0606133 0.0502746 0.0360362 0.0346292 0.0564876 0.0309722 0.0553366 0.0481573 0.0432285
threshold=0.0027679565828293566 0.0021592099219560628 0.0030382014811038975 0.0018488886416889729 0.00050559637020342063 0.0033348383149132137 0.004017772153019906 0.0010263677686452868 0.041476719081401832 0.012252715881913902 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -3 8 -2 -10 -9
right_child=7 2 4 -5 -6 -7 -8 10 9 -11 -12
leaf_value=-7.9471112852430534e-06 5.833470060532354e-05 0.00025617895791566435 -0.0018319143532382811 0.0018139976461674758 5.2276625065636273e-05 -0.00063184021055489779 0.0025174747478045943 -0.0017819875321896249 -0.0023089849663596573 0.00015897293942761429 -0.00026999070084705081
leaf_weight=5149.6561257839203 2921.4560574293137 152.92391014099121 43.386755704879761 143.0268771648407 228.78398704528809 79.00295889377594 53.658498287200928 76.782801032066345 67.714814782142639 49.030827760696411 594.57606959342957
leaf_count=2723 1314 65 31 48 101 55 16 53 61 28 285
internal_value=0 4.71006e-05 0.000451559 0.000896146 -0.000248645 0.000435993 0.00084447 -7.4375e-05 7.1274e-06 -0.00127324 -0.000443156
internal_weight=0 5850.44 700.783 428.612 272.171 285.585 206.582 3709.56 3038.2 116.746 671.359
internal_count=4780 3039 316 184 132 136 81 1741 1403 89 338
is_linear=0
shrinkage=0.06


Tree=955
num_leaves=12
num_cat=0
split_feature=119 115 113 110 83 104 115 147 22 58 142
split_gain=0.00903287 0.0135092 0.0319414 0.00975613 0.0183835 0.0157436 0.0230299 0.0506564 0.0360006 0.0363547 0.051396
threshold=0.0034400182776153092 0.0011980500421486797 0.0060143163427710542 0.024066280573606495 0.00093549740267917525 0.01884530205279589 0.0014427106943912806 0.023343417793512348 0.0010918468469753864 0.0027679565828293566 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -7 8 9 -8 -11
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 -12
leaf_value=2.0154522184490919e-06 -0.0018980665594119856 0.0010564346485330155 0.0012750017682355726 0.001528117071108178 0.00014954733817799077 3.1742019271325071e-05 -0.0030722383948248149 0.0003491869945392394 0.00023710315974092379 -0.00032363375983093654 -0.0034689960068018423
leaf_weight=8344.7817643880844 22.201578617095947 69.199603319168091 23.311657547950745 37.930038452148438 413.4317991733551 344.13851845264435 47.733394026756287 109.44347703456879 44.496834635734558 78.909281492233276 24.421736478805542
leaf_count=4041 20 30 21 18 235 213 43 42 32 63 22
internal_value=0 0.000528952 -0.000273604 -6.46493e-06 0.000265708 -2.01268e-05 -0.000304723 -0.000684245 -0.00126247 -0.00170405 -0.00106966
internal_weight=0 114.713 45.5132 9445.29 451.362 8993.93 649.143 305.005 195.561 151.064 103.331
internal_count=4780 71 41 4709 253 4456 415 202 160 128 85
is_linear=0
shrinkage=0.06


Tree=956
num_leaves=12
num_cat=0
split_feature=67 96 19 97 72 143 108 147 116 71 63
split_gain=0.00950184 0.0306305 0.0287505 0.0215999 0.0192274 0.0469378 0.0264958 0.0169908 0.0307454 0.0164427 0.0135836
threshold=0.0044099434744566688 0.0018488886416889729 0.002945306478068233 0.00017767510871635753 0.0042751494329422721 0.0056525857653468856 0.0026833302108570938 0.068554218858480467 0.0012357163941487672 0.0033348383149132137 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 3 -3 -2 6 7 8 -6 -4 -1
right_child=1 2 9 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=4.1483400502974225e-05 0.00035928198123914184 0.0018955857704926651 0.00045856396952148978 0.00062227476899664243 -0.0024883638497985834 -0.0024817015178416509 0.00051878465721184506 3.5179540008359199e-05 0.00015332631728302983 -0.00087174926299348897 -0.00011175327173919175
leaf_weight=5362.8053303956985 169.7624489068985 71.607115983963013 86.038142085075378 145.34071242809296 38.852762579917908 35.616203188896179 111.66363489627838 52.454741954803467 26.7355717420578 54.581222414970398 3404.541797041893
leaf_count=2818 64 16 29 42 35 24 44 23 16 33 1636
internal_value=0 0.00019889 0.000610239 0.00104323 -0.000139233 -0.000458215 -0.000143529 -0.000769958 -0.00141295 -5.80479e-05 -1.80222e-05
internal_weight=0 792.653 357.567 216.948 435.085 265.323 229.707 118.043 65.5883 140.619 8767.35
internal_count=4780 326 120 58 206 142 118 74 51 62 4454
is_linear=0
shrinkage=0.06


Tree=957
num_leaves=12
num_cat=0
split_feature=9 40 110 86 31 77 130 142 127 70 130
split_gain=0.00932281 0.019612 0.0199875 0.0197591 0.023709 0.0370097 0.014844 0.0143375 0.0175853 0.0466156 0.0218544
threshold=0.0020932231564074759 0.018276390619575981 0.00039601318712811922 0.0058306583669036635 0.0038949446752667431 0.001792412775103003 0.0036604277556762104 0.00073092587990686308 0.00044738779251929378 0.00093549740267917525 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 7 -6 -1 -2 -9 -10 -11
right_child=1 2 -4 -5 5 -7 -8 8 9 10 -12
leaf_value=-1.3872774473408674e-05 -0.00097472163457325484 -0.0014805750292143549 4.8905959408693949e-05 0.0012048757366065197 0.0020876042208216494 0.00016499412447890287 -0.0010361338479688536 0.00037903622314160922 -0.0019901960169785718 -0.00025133303848367514 0.0012847412751766424
leaf_weight=8534.0431971549988 47.82707142829895 47.82707142829895 85.850787281990051 76.047431707382202 55.784978747367859 101.57924711704254 51.344663023948669 337.85275447368622 46.716992497444153 130.44129931926727 44.684189438819885
leaf_count=4260 35 35 45 20 26 43 22 175 34 69 16
internal_value=0 0.000175813 -0.000499007 0.000283131 0.000191343 0.000847445 -1.99984e-05 2.12839e-05 0.000106553 -0.000308405 0.000141114
internal_weight=0 974.612 133.678 840.934 764.887 157.364 8585.39 607.522 559.695 221.842 175.125
internal_count=4780 498 80 418 398 69 4282 329 294 119 85
is_linear=0
shrinkage=0.06


Tree=958
num_leaves=12
num_cat=0
split_feature=124 85 12 10 117 1 130 88 107 128 53
split_gain=0.00943672 0.0233352 0.0212269 0.0562498 0.0389057 0.035154 0.0597629 0.045689 0.0297134 0.0246536 0.058118
threshold=0.02129978779703379 0.029773407615721229 0.0087224207818508166 0.00017767510871635753 0.022641776129603389 0.0044099434744566688 0.0003614811430452392 0.018276390619575981 0.0068083447404205808 0.0058306583669036635 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 8 7 -7 -5 -1 -11
right_child=-2 -3 3 4 -6 6 -8 -9 -10 10 -12
leaf_value=-3.7185190532000818e-05 0.00016603045195923133 0.0006320543691746758 -0.0019276651272849919 -1.1638013032692236e-06 0.0008884027745366316 -0.0029822779827036543 0.00013525887502836758 -0.00035690543720568027 -0.0016045719795075685 0.00060112860288699622 -0.00072134595994706788
leaf_weight=6490.4347413778305 1091.184161067009 192.15138232707977 70.216004848480225 639.35393643379211 110.64723336696625 64.384577989578247 85.944464683532715 37.930038452148438 44.403157234191895 582.92726576328278 150.42272007465363
leaf_count=3373 506 68 39 293 35 58 37 18 40 226 87
internal_value=0 -2.14312e-05 -3.661e-05 -0.000288283 -0.000170957 -0.000305462 -0.00103125 -0.0020103 -0.000105508 7.52557e-08 0.000329805
internal_weight=0 8468.82 8276.66 1052.88 982.663 872.016 188.259 102.315 683.757 7223.78 733.35
internal_count=4780 4274 4206 520 481 446 113 76 333 3686 313
is_linear=0
shrinkage=0.06


Tree=959
num_leaves=12
num_cat=0
split_feature=43 80 139 93 128 52 88 149 148 87 148
split_gain=0.00924264 0.0366336 0.0220911 0.0175907 0.0266411 0.0216278 0.0157166 0.0268312 0.029968 0.0335648 0.0495457
threshold=0.024810968898236755 0.015200819820165636 0.00085274505545385193 0.0012745757703669371 0.00060774214216507982 0.0053125319536775359 0.00039601318712811922 0.028020657598972324 0.054214311763644225 0.0013146653072908523 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -5 7 8 9 -1 -11
right_child=1 -3 -4 5 -6 -7 -8 -9 -10 10 -12
leaf_value=6.9606924050129909e-05 8.0256835546717402e-08 -0.001371076081917528 0.0017719189686998154 0.0002715128576706634 0.0016321088108022096 -0.00093222960478480906 4.5994766446612957e-05 -0.0010852390579722386 -0.0012778939570549858 -0.0015513925528325269 -0.00020052944474186258
leaf_weight=2191.9843229055405 71.232406377792358 46.810669898986816 37.930038452148438 271.5150009393692 72.71719491481781 66.885768055915833 5661.5523898601532 100.09445858001709 74.375288367271423 110.27252376079559 854.6296215057373
leaf_count=1053 48 26 18 188 17 36 2788 74 67 67 398
internal_value=0 0.000234877 0.000379604 0.000269773 0.000825072 3.3385e-05 -1.48499e-05 -0.000118252 -8.82652e-05 -6.01983e-05 -0.000355056
internal_weight=0 567.091 520.28 482.35 143.95 338.401 8992.91 3331.36 3231.26 3156.89 964.902
internal_count=4780 333 307 289 65 224 4447 1659 1585 1518 465
is_linear=0
shrinkage=0.06


Tree=960
num_leaves=12
num_cat=0
split_feature=116 18 0 10 128 109 71 27 69 33 98
split_gain=0.00973646 0.0220139 0.032598 0.0296122 0.0298228 0.0327864 0.027758 0.0256872 0.0308344 0.0292304 0.0588654
threshold=0.012636432424187662 0.0012357163941487672 0.0087224207818508166 0.0051502294372767219 0.00046126570669002836 0.01884530205279589 0.0027679565828293566 0.0028552538715302949 0.0045489775948226461 0.00093549740267917525 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 -5 -6 -3 9 -9 -2 -11
right_child=1 6 3 4 5 -7 -8 8 -10 10 -12
leaf_value=-2.3681434264116884e-05 0.00012491539609003752 -0.0012152637707739625 -7.3216585736737296e-05 0.0021230158461097125 0.0013411970427111986 -0.00018354498295692251 4.8301144250415287e-05 -8.9812704181645273e-05 0.0012686620869492087 -0.002991882284920614 -0.00014131688279571378
leaf_weight=8294.8937901258469 156.16046953201294 82.333195686340332 119.3405100107193 70.403359651565552 119.52786481380463 88.16462254524231 259.95987451076508 157.17687106132507 97.326286196708679 39.962841510772705 74.749997973442078
leaf_count=4182 76 58 59 23 43 39 121 85 23 36 35
internal_value=0 0.000155007 0.000307432 0.000717365 0.00105654 0.000694173 -0.000255896 -2.75171e-06 0.000429985 -0.000409345 -0.00113612
internal_weight=0 1265.11 922.813 397.436 278.096 207.692 342.293 525.376 254.503 270.873 114.713
internal_count=4780 598 419 164 105 82 179 255 108 147 71
is_linear=0
shrinkage=0.06


Tree=961
num_leaves=12
num_cat=0
split_feature=62 113 39 149 148 137 104 25 143 136 45
split_gain=0.00948546 0.0265855 0.0342307 0.0372887 0.028966 0.0285447 0.0251219 0.0394686 0.0410855 0.0371768 0.0266233
threshold=0.0011980500421486797 0.0019071503775194289 0.0041444667149335155 0.0070226341485977182 0.0028552538715302949 0.0018488886416889729 0.0033348383149132137 0.0079489401541650313 0.0056525857653468856 0.00057154725072905432 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 7 8 -3 -10 -8
right_child=1 6 3 -5 -6 -7 10 -9 9 -11 -12
leaf_value=-2.634806329294019e-05 0.00016099397912079275 -0.00029858517052014919 -0.0015673954332155824 0.0015501687108625422 0.0017138695701136805 0.00049612251930926398 0.0016890430177928736 0.00084187866091504752 -0.0034212003822223697 -0.00067750909088279746 9.0854039030712643e-05
leaf_weight=8007.477024435997 68.089524388313293 149.1252863407135 57.724104404449463 35.803557991981506 118.51146328449249 41.353952646255493 39.040117383003235 62.539129734039307 35.522525787353516 35.616203188896179 909.19679403305054
leaf_count=3915 29 102 52 8 34 13 19 24 32 24 528
internal_value=0 0.000135695 0.000621465 -0.000106758 0.00114762 -0.000706477 8.79743e-06 -0.000487417 -0.000865052 -0.00205043 0.000156825
internal_weight=0 1552.52 321.483 134.882 186.601 99.0781 1231.04 282.803 220.264 71.1387 948.237
internal_count=4780 865 136 73 63 65 729 182 158 56 547
is_linear=0
shrinkage=0.06


Tree=962
num_leaves=12
num_cat=0
split_feature=135 135 106 83 46 37 15 59 47 96 25
split_gain=0.00852406 0.0375343 0.0891841 0.0517364 0.0405215 0.055433 0.031619 0.0524741 0.0317534 0.0455235 0.0330779
threshold=0.0018488886416889729 0.0013986918493174019 0.0016331639490090313 0.0092791137285530585 0.015200819820165636 0.0020932231564074759 0.023343417793512348 0.031632266007363803 0.024066280573606495 0.0042751494329422721 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -4 -1 8 9 10 -8
right_child=-2 2 4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-6.1569639260138483e-05 9.5853970182869106e-05 -0.0013942737111372811 -0.0015806128568175142 -0.0050654796962452467 0.0010864005612747905 0.00066993660329643006 0.00075567480589830893 -0.0014995652014025832 2.0016048777132543e-05 0.0015027635484439559 -0.00037874488391840102
leaf_weight=5709.0188015699387 2473.944371342659 36.632604718208313 97.780623316764832 22.201578617095947 65.869366526603699 65.869366526603699 249.14011740684509 55.784978747367859 464.40175259113312 172.26363897323608 147.09248328208923
leaf_count=2758 1307 33 80 20 27 27 87 26 289 42 84
internal_value=0 -3.35057e-05 -0.000703858 -0.00278588 -0.00016918 -0.000674907 -5.0599e-06 0.000291254 0.000388109 0.000688745 0.000334558
internal_weight=0 7086.06 288.354 58.8342 229.519 163.65 6797.7 1088.68 1032.9 568.496 396.233
internal_count=4780 3473 187 53 134 107 3286 528 502 213 171
is_linear=0
shrinkage=0.06


Tree=963
num_leaves=12
num_cat=0
split_feature=67 144 96 88 26 53 81 125 40 125 30
split_gain=0.0087899 0.0264833 0.0284034 0.0245986 0.0266302 0.0177611 0.0162895 0.0152559 0.0313615 0.0581062 0.0209409
threshold=0.0044099434744566688 0.00044738779251929378 0.0037758676335215573 0.014293605927377941 0.00017767510871635753 0.0014881226234138014 0.0048403022810816774 0.015200819820165636 0.00244467705488205 0.0015833032084628942 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 7 6 -2 -5 8 9 -3 -9
right_child=1 3 -4 4 -6 -7 -8 10 -10 -11 -12
leaf_value=-1.7331000642301764e-05 -0.00068397013632674243 0.00025112970778584518 0.00159176077531017 0.00049301540135281965 0.0015250658602831114 0.0008553871928898459 -0.00060660479598867705 -0.0024266092468412099 0.0002723373859454247 -0.0028779456595058928 -9.9426961759503289e-05
leaf_weight=8767.3471274375916 50.140906691551208 49.030827760696411 88.4456547498703 134.05256831645966 60.318971872329712 58.192491412162781 75.860076904296875 27.751973271369934 183.27075088024139 37.74268364906311 27.845650672912598
leaf_count=4454 29 28 15 48 22 12 36 25 60 34 17
internal_value=0 0.000191296 0.000794614 -8.04101e-06 0.000415062 0.000142939 9.55254e-05 -0.00035917 -0.00017262 -0.00111163 -0.00126333
internal_weight=0 792.653 196.779 595.874 270.232 108.333 209.913 325.642 270.044 86.7735 55.5976
internal_count=4780 326 56 270 106 41 84 164 122 62 42
is_linear=0
shrinkage=0.06


Tree=964
num_leaves=12
num_cat=0
split_feature=118 122 98 65 59 80 40 42 100 13 87
split_gain=0.00917497 0.0283007 0.0298742 0.0218381 0.0687155 0.0489146 0.0435333 0.0331061 0.0267431 0.0304954 0.0240621
threshold=0.0054799309000372895 0.0019672545604407792 0.00080172589514404546 0.0005375427135732026 0.0022975050378590827 0.0022272822679951791 0.0056525857653468856 0.0015833032084628942 0.00017767510871635753 0.0005375427135732026 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 7 -7 -6 -2 -10 -5
right_child=1 2 -4 10 5 6 -8 -9 9 -11 -12
leaf_value=-2.806924050429094e-05 0.0020085201443756215 1.4560127626619664e-05 -0.0019824712903109862 -7.6615419809380724e-05 -0.0034599052440697719 -0.00054442774119437985 0.0013663382651505011 -0.00030088559708444599 -0.00059395577467370275 0.0018142753113752005 0.00056247985411101516
leaf_weight=7787.9202786684036 110.74091076850891 65.963043928146362 45.513236165046692 982.94444036483765 23.311657547950745 94.825096130371094 78.267589569091797 24.421736478805542 39.962841510772705 35.803557991981506 270.32529449462891
leaf_count=3984 27 19 41 457 21 45 22 22 36 8 98
internal_value=0 0.000123189 -0.000801829 0.00018533 0.00056693 -0.000149297 0.000319856 -0.00184767 0.00141457 0.00054495 6.12688e-05
internal_weight=0 1772.08 111.476 1660.6 407.333 220.826 173.093 47.7334 186.507 75.7664 1253.27
internal_count=4780 796 60 736 181 110 67 43 71 44 555
is_linear=0
shrinkage=0.06


Tree=965
num_leaves=12
num_cat=0
split_feature=34 46 137 95 5 99 63 124 36 132 14
split_gain=0.00912612 0.0297746 0.0317307 0.0321911 0.0297777 0.0231509 0.0409828 0.0298312 0.0262125 0.0687851 0.0469336
threshold=0.00077738583786413084 0.21471316367387774 0.0026833302108570938 0.00057154725072905432 0.0084566329605877417 0.00099512818269431613 0.00099512818269431613 0.0026012937305495147 0.001792412775103003 0.00017767510871635753 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -8 9 10 -7
right_child=-2 -3 3 -5 -6 8 7 -9 -10 -11 -12
leaf_value=0.00014803558010879054 -2.5180516281266402e-05 0.0011152190605975747 -0.00013625955489246754 -0.0028248712654758657 -0.0013785688933656609 0.00053994507105263557 0.002098164977717352 0.00052421518774495735 0.00031784235033209941 -0.0027952490947442 -0.0012549641214910357
leaf_weight=583.38160288333893 8073.8803555965424 103.98675978183746 40.056518912315369 26.641894340515137 45.513236165046692 140.52568709850311 74.937352776527405 102.87668085098267 243.49604535102844 41.166597843170166 83.536952018737793
leaf_count=283 4088 29 28 24 41 70 19 28 90 29 51
internal_value=0 0.000136606 6.29034e-05 -0.00121282 0.000127675 0.000181763 0.000391174 0.00118834 -0.00013159 -0.00054416 -0.00012951
internal_weight=0 1486.12 1382.13 66.6984 1315.43 1269.92 761.196 177.814 508.725 265.229 224.063
internal_count=4780 692 663 52 611 570 330 47 240 150 121
is_linear=0
shrinkage=0.06


Tree=966
num_leaves=12
num_cat=0
split_feature=60 37 20 76 5 141 86 99 92 95 83
split_gain=0.0090129 0.0377698 0.0550912 0.0737855 0.0515565 0.0711154 0.0611448 0.061043 0.0705135 0.050946 0.0770365
threshold=0.0070226341485977182 0.007706565549597145 0.0019071503775194289 0.0003614811430452392 0.0066005610860884198 0.0066005610860884198 0.00066645268816500913 0.0068083447404205808 0.0049928687512874612 0.00066645268816500913 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 9 -7 8 -6 -2 -11
right_child=1 2 3 -5 7 6 -8 -9 -10 10 -12
leaf_value=2.6994425323011714e-05 0.00019437155974469717 0.00098877857512916852 -0.0023964945216921295 0.00062636226600454932 -0.0037760086886591475 0.0018467611822619485 6.4021796733644678e-05 -0.00015354738086085723 -0.00068845041722407003 -0.00044356450393601013 -0.0024541458395531479
leaf_weight=7867.1902198791504 319.63715445995331 224.81205832958221 48.843472957611084 71.513438582420349 50.047229290008545 105.19051611423492 202.42312490940094 117.21402955055237 56.895057678222656 414.08754098415375 82.145840883255005
leaf_count=4112 102 57 44 24 37 22 53 49 27 179 74
internal_value=0 -0.000125617 0.000434303 -0.00060135 -0.00026905 -0.000103243 0.000674043 -0.00109967 -0.00213555 -0.000396355 -0.000776821
internal_weight=0 1692.81 345.169 120.357 1347.64 1123.48 307.614 224.156 106.942 815.871 496.233
internal_count=4780 668 125 68 543 430 75 113 64 355 253
is_linear=0
shrinkage=0.06


Tree=967
num_leaves=12
num_cat=0
split_feature=108 121 80 119 24 63 76 113 137 82 80
split_gain=0.00918553 0.0249037 0.0234234 0.0330798 0.0215128 0.0418992 0.0310122 0.0279403 0.0282077 0.0189841 0.0243316
threshold=0.021960759535431865 0.00087947337306104611 0.00075379351619631063 0.00017767510871635753 0.0063990866765379914 0.0013146653072908523 0.00040826165059115743 0.0060143163427710542 0.00077738583786413084 0.0026012937305495147 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 -6 7 8 9 10 -2
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-1.9373682954536469e-05 -0.00055660742332913919 -0.00063462396092435545 0.00093207378966265141 -0.00028532566436533533 0.00039268194876100664 -0.0022467521389016947 0.00071364338504041613 0.0007899555553234211 0.00078550082761365974 0.00026354166680085455 -0.0024503113395879157
leaf_weight=8627.0228450298309 44.403157234191895 60.131617069244385 322.59268164634705 106.9422869682312 41.166597843170166 45.513236165046692 150.51639747619629 51.532017827033997 31.269564867019653 24.515413880348206 54.393867611885071
leaf_count=4271 40 38 137 64 29 41 79 6 12 14 49
internal_value=0 0.0001788 0.000473709 0.000628979 -0.000146982 -0.000994205 5.91586e-05 -0.000418898 -0.000822137 -0.00123011 -0.00160063
internal_weight=0 932.977 489.667 429.535 443.31 86.6798 356.63 206.114 154.582 123.312 98.797
internal_count=4780 509 239 201 270 70 200 121 115 103 89
is_linear=0
shrinkage=0.06


Tree=968
num_leaves=12
num_cat=0
split_feature=32 5 112 45 106 106 82 10 23 10 78
split_gain=0.00881307 0.0186033 0.0233515 0.0113971 0.0391269 0.0581293 0.0424293 0.0369774 0.046286 0.0310796 0.0342687
threshold=0.013860232196748258 0.00038414125447161501 0.00062670491752214741 0.0035485138650983576 0.000490355829242617 0.00064626874518580746 0.00040826165059115743 0.010500331409275534 0.045367386192083366 0.00899649551138282 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 6 -6 -5 9 -9 10 -1
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=8.8897077415801254e-05 0.00081785509479986905 -0.0011046032936178768 0.00079331062549667332 0.0013269602938098541 -0.002516074980239166 3.989095547504463e-05 -0.00044828775153839457 -0.00096471584404345112 0.0010257619652063411 0.00087029794777219592 -0.00024163040214312151
leaf_weight=2634.9339160919189 135.35000205039978 53.471143484115601 41.26027524471283 167.72964584827423 32.192288994789124 3977.5158302783966 68.089524388313293 289.27626383304596 49.124505162239075 135.06896984577179 1975.9873183965683
leaf_count=1258 33 32 21 46 29 2233 29 204 20 57 818
internal_value=0 0.000366733 -0.000278002 -9.07995e-06 6.34902e-05 1.93079e-05 0.000814409 -6.9677e-05 -0.000675547 -2.64636e-05 -5.2751e-05
internal_weight=0 230.081 94.7314 9329.92 4245.53 4009.71 235.819 5084.39 338.401 4745.99 4610.92
internal_count=4780 86 53 4694 2337 2262 75 2357 224 2133 2076
is_linear=0
shrinkage=0.06


Tree=969
num_leaves=12
num_cat=0
split_feature=99 117 101 32 109 98 46 52 6 77 70
split_gain=0.010783 0.0161467 0.0239331 0.0119175 0.0116256 0.0114095 0.0168058 0.0133771 0.0103184 0.0132147 0.039465
threshold=0.034632634371519096 0.0063990866765379914 0.0022272822679951791 0.0032328735105693345 0.010500331409275534 0.0044099434744566688 0.0020292587578296666 0.0013146653072908523 0.00068727668258361529 0.0030382014811038975 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 9 -1 -11
right_child=1 2 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=3.0161592601963575e-05 -0.00056782530303682642 0.0013706898954441841 0.00028440219108315739 -0.00093424667825855805 0.00021748978231622039 -0.0017474689002276661 -7.5624856938276747e-05 0.00063643583651253174 0.00021057349012504637 0.00011360906910205036 -0.00029408448253690801
leaf_weight=4793.0257068872452 51.250985622406006 114.90019428730011 152.73655533790588 35.522525787353516 43.386755704879761 32.192288994789124 65.682011723518372 93.902372002601624 667.4806193113327 1472.3440437316895 2037.5756242275238
leaf_count=2523 30 55 81 32 31 29 43 28 286 623 1019
internal_value=0 0.000248507 0.000511399 5.40819e-05 0.00105493 -0.000126421 -0.000626741 0.000211135 -1.63672e-05 -3.46135e-05 -0.000123066
internal_weight=0 589.574 346.546 188.259 158.287 243.028 97.8743 145.153 8970.43 8302.95 3509.92
internal_count=4780 329 199 113 86 130 72 58 4451 4165 1642
is_linear=0
shrinkage=0.06


Tree=970
num_leaves=12
num_cat=0
split_feature=39 19 97 36 14 143 94 106 53 45 60
split_gain=0.00886613 0.0307568 0.0301466 0.0145356 0.0214995 0.0164025 0.01259 0.0116012 0.0420368 0.0246101 0.0278627
threshold=0.028884131461381916 0.014293605927377941 0.000490355829242617 0.00037263428384903824 0.0010585968848317864 0.022641776129603389 0.055838862434029586 0.024810968898236755 0.0014881226234138014 0.00747153488919139 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 5 -5 -2 7 -1 -9 10 -10
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 -12
leaf_value=-4.665649592505432e-05 0.00043195664367757971 -0.0020755487364159122 9.7434424180602768e-05 0.001623854621023224 0.00036858347054364611 -0.000991971063362417 0.00040376591705877028 0.0015042959704673635 4.2174622963159343e-06 0.00023173034822783207 -0.0016621121661851024
leaf_weight=8045.8614000082016 113.69643795490265 35.522525787353516 64.759287595748901 78.267589569091797 131.83241045475006 39.040117383003235 253.48675572872162 79.190313696861267 95.747820258140564 564.68356597423553 57.91145920753479
leaf_count=3990 62 32 26 22 46 19 99 39 62 347 36
internal_value=0 0.000256031 -0.000673596 0.000513078 0.000836754 6.75837e-05 -1.3067e-05 -2.50195e-05 0.000193242 4.85218e-05 -0.000624465
internal_weight=0 463.118 100.282 362.837 210.1 152.737 9096.88 8843.39 797.533 718.343 153.659
internal_count=4780 207 58 149 68 81 4573 4474 484 445 98
is_linear=0
shrinkage=0.06


Tree=971
num_leaves=12
num_cat=0
split_feature=36 125 124 63 4 36 59 135 28 99 4
split_gain=0.00898623 0.035542 0.0357115 0.0385726 0.0349895 0.0469539 0.0559248 0.039231 0.0377685 0.0348781 0.0578708
threshold=0.0023699469165876512 0.012252715881913902 0.00087947337306104611 0.00099512818269431613 0.0036604277556762104 0.0026833302108570938 0.0026833302108570938 0.0037758676335215573 0.00039601318712811922 0.023343417793512348 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 -2 8 -7 10 -5
right_child=1 2 3 9 -6 7 -8 -9 -10 -11 -12
leaf_value=-2.9838183731727052e-05 0.00012650723914073121 -0.0018271200688552067 0.00052230152742288464 -0.0034304535622530045 -0.00035369659310044899 -0.00070451012043416176 0.0025142660032047548 0.0011669581189244129 0.00028168174514033598 0.00064562372485793443 -0.0005635674409469935
leaf_weight=7571.5345146656036 65.869366526603699 53.377466082572937 161.99189639091492 32.192288994789124 287.992879986763 168.09030556678772 76.047431707382202 146.35711395740509 828.1750819683075 50.234584093093872 118.13675367832184
leaf_count=3878 27 40 57 29 122 111 20 51 358 21 66
internal_value=0 0.000113482 -0.000379689 -0.000166145 0.000243942 0.000377949 0.00140688 0.000250041 0.000115237 -0.000722176 -0.00117937
internal_weight=0 1988.47 415.933 362.556 1572.53 1284.54 141.917 1142.62 996.265 200.564 150.329
internal_count=4780 902 213 173 689 567 47 520 469 116 95
is_linear=0
shrinkage=0.06


Tree=972
num_leaves=12
num_cat=0
split_feature=99 117 14 128 26 66 39 37 142 63 117
split_gain=0.00972087 0.0141416 0.0137711 0.0151944 0.0104095 0.0178671 0.02583 0.0451987 0.0199918 0.0172845 0.0413539
threshold=0.034632634371519096 0.0063990866765379914 0.0022272822679951791 0.0005375427135732026 0.0014881226234138014 0.0010585968848317864 0.0031340263085439806 0.0016331639490090313 0.013439828064292671 0.0027679565828293566 0.12087306752800943
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 6 7 -6 -8 10 -1
right_child=1 -3 -4 -5 5 -7 8 -9 -10 -11 -12
leaf_value=5.4027471403989414e-05 -6.0727708131178983e-05 0.00048198091079627463 0.00028910620222167795 -0.0015248368074457031 0.00026962496968216279 -0.00037788939480206361 0.00052386132060401039 -0.0020228265380435448 0.001802470559227953 -0.00014869849384247026 -0.0012115271345817973
leaf_weight=5197.9656341075897 66.885768055915833 346.54603111743927 134.97529244422913 41.166597843170166 236.55453956127167 144.68497061729431 195.20058691501617 35.522525787353516 56.801380276679993 3009.1522929668427 94.544063925743103
leaf_count=2621 36 199 65 29 108 98 95 32 35 1393 69
internal_value=0 0.000235953 -0.000114926 -0.000619429 -1.55382e-05 0.000212167 0.000375107 -3.03119e-05 0.000812661 -3.3884e-05 3.13975e-05
internal_weight=0 589.574 243.028 108.052 8970.43 668.764 524.079 272.077 252.002 8301.66 5292.51
internal_count=4780 329 130 65 4451 368 270 140 130 4083 2690
is_linear=0
shrinkage=0.06


Tree=973
num_leaves=12
num_cat=0
split_feature=20 66 142 57 11 100 69 122 136 4 14
split_gain=0.00892931 0.0154511 0.0146749 0.0139603 0.0230581 0.0419745 0.0394094 0.029133 0.0194692 0.0254237 0.0222579
threshold=0.0042751494329422721 0.0028552538715302949 0.055838862434029586 0.00075379351619631063 0.0030382014811038975 0.0016331639490090313 0.00017767510871635753 0.00017767510871635753 0.000490355829242617 0.00096484774257987748 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -6 -8 9 10 -2
right_child=2 -3 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-3.1082369492498662e-05 0.00090148009614998811 0.00099038506561666194 0.00096092082187275375 0.00053863194797210828 -1.6362637516343945e-05 4.771557711500795e-05 -0.0031872643422613087 -0.00084061700041901627 -0.00040035360803560791 0.0009069585129921605 -0.00022686769559712879
leaf_weight=8076.9436100721359 84.740708351135254 53.564820885658264 73.920951247215271 213.43023681640625 56.895057678222656 328.78476822376251 41.072920441627502 35.616203188896179 139.13457596302032 212.22648048400879 243.6693502664566
leaf_count=4018 44 24 10 71 27 183 37 24 93 78 171
internal_value=0 -2.43407e-05 0.000138261 9.33331e-05 1.00809e-05 -0.000316761 -0.0012132 -0.00209994 0.000232407 0.000395294 6.44693e-05
internal_weight=0 8130.51 1429.49 1355.57 1142.14 462.369 133.584 76.6891 679.771 540.637 328.41
internal_count=4780 4042 738 728 657 271 88 61 386 293 215
is_linear=0
shrinkage=0.06


Tree=974
num_leaves=12
num_cat=0
split_feature=112 31 101 65 134 26 31 106 71 104 140
split_gain=0.00919963 0.0161434 0.0448187 0.0449138 0.0505372 0.0371752 0.0334677 0.0405039 0.0393932 0.0315441 0.0274096
threshold=0.0033348383149132137 0.00093549740267917525 0.0087224207818508166 0.0084566329605877417 0.00066645268816500913 0.00087947337306104611 0.0010918468469753864 0.0022272822679951791 0.00062670491752214741 0.00046126570669002836 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 10 7 -3 9 -8 -4
right_child=-2 2 3 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=-7.944237037414554e-05 0.00017274681136618609 0.0018864013641478315 -0.00038255151416846726 0.00063217817783312719 -0.0029890263343463458 0.00063592976744034969 -5.0909927788030149e-05 3.1147758176214422e-05 0.00021139323005273984 -0.0016172493976996302 -0.0016644204602644902
leaf_weight=5637.4116855859756 994.03117978572845 89.462056279182434 152.64287793636322 107.31699657440186 33.302367925643921 74.749997973442078 114.0711475610733 80.394070029258728 2099.8337217569351 77.799202561378479 98.984379649162292
leaf_count=2742 564 24 89 32 30 35 30 32 1067 62 73
internal_value=0 -2.00755e-05 9.42034e-05 -0.000444629 -0.000766 -0.000538325 0.000196442 0.00100883 0.000136188 -0.000686538 -0.00088727
internal_weight=0 8565.97 2928.56 466.997 359.68 326.377 2461.56 169.856 2291.7 191.87 251.627
internal_count=4780 4216 1474 259 227 197 1215 56 1159 92 162
is_linear=0
shrinkage=0.06


Tree=975
num_leaves=12
num_cat=0
split_feature=88 98 148 81 147 7 32 79 96 36 72
split_gain=0.00903007 0.0140874 0.0169068 0.0109124 0.0360344 0.0289992 0.0366885 0.0840342 0.0458807 0.0610489 0.0680473
threshold=0.1242329850792885 0.00043393640953581786 0.027182282879948619 0.0079489401541650313 0.068554218858480467 0.0051502294372767219 0.00038414125447161501 0.00017767510871635753 0.0023699469165876512 0.0015833032084628942 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 -8 -9 10 -10
right_child=1 -3 -4 4 -6 -7 7 8 9 -11 -12
leaf_value=3.3795862923122068e-05 -0.00087884247999375049 0.00077676425653010455 0.00068214434001835232 0.0003620378672561328 -0.0017782299398974584 0.00026818459722317167 -0.0029071476826899451 -0.00068960083024835852 -6.3404143793948636e-05 0.00058663068676715767 -0.001492682016077701
leaf_weight=6479.413579583168 54.581222414970398 131.92608785629272 45.887945771217346 363.85295689105988 45.606913566589355 659.06837487220764 43.293078303337097 545.45156443119049 650.82943534851074 393.18339610099792 146.90512847900391
leaf_count=3452 33 38 9 158 33 238 39 265 271 144 100
internal_value=0 0.00036933 -0.000165913 -9.23136e-06 -0.000107113 -7.98559e-05 -0.000186876 -0.000299115 -0.000233925 -2.51813e-05 -0.000326764
internal_weight=0 232.395 100.469 9327.6 2848.19 2802.58 2143.52 1779.66 1736.37 1190.92 797.735
internal_count=4780 80 42 4700 1248 1215 977 819 780 515 371
is_linear=0
shrinkage=0.06


Tree=976
num_leaves=12
num_cat=0
split_feature=9 150 142 131 18 145 1 127 122 35 125
split_gain=0.00983723 0.0173639 0.0259732 0.0333769 0.0185925 0.0161176 0.0162798 0.0190916 0.0167675 0.0183258 0.0168985
threshold=0.0020932231564074759 0.0011615398107096555 0.010180860292166473 0.028884131461381916 0.00096484774257987748 0.00066645268816500913 0.0098710241727530974 0.00077738583786413084 0.00044738779251929378 0.0037758676335215573 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -3 8 -8 10 -10 -7
right_child=1 5 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=-2.0534163880542444e-05 0.00048268008272202767 0.00087242700095149653 -0.0024732191539367787 0.0001008301623642145 -0.00087390484759534222 -0.00098076373367265296 5.8109496412229698e-05 -0.0019704812738573596 0.0011684416194073729 0.00011034474125564358 0.0002244974854042251
leaf_weight=8585.3878601789474 140.71304190158844 156.2541469335556 36.632604718208313 35.803557991981506 48.937150359153748 53.377466082572937 47.920748829841614 25.531815409660339 125.07825946807861 111.38260269165039 192.98042905330658
leaf_count=4282 54 68 33 8 36 40 27 23 48 68 93
internal_value=0 0.000180607 -0.000236907 -0.00120254 0.000132352 0.000334191 0.000182874 -0.000648741 0.000309498 0.000670293 -3.69341e-05
internal_weight=0 974.612 262.086 72.4362 189.65 712.525 556.271 73.4526 482.819 236.461 246.358
internal_count=4780 498 131 41 90 367 299 50 249 116 133
is_linear=0
shrinkage=0.06


Tree=977
num_leaves=12
num_cat=0
split_feature=9 42 51 82 67 117 68 107 65 7 7
split_gain=0.00869032 0.0187998 0.0229664 0.0206359 0.0268329 0.0199481 0.0286532 0.0258063 0.025575 0.0211881 0.0330377
threshold=0.0020932231564074759 0.0023699469165876512 0.00080172589514404546 0.0012357163941487672 0.000490355829242617 0.034632634371519096 0.0020292587578296666 0.0031340263085439806 0.00038414125447161501 0.002945306478068233 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 6 7 9 -8 10 -2
right_child=1 2 3 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=-1.9302130114391581e-05 -0.00016773953182192125 0.0014800754171542764 -0.0016774653437703654 0.00066216243626456028 0.00056487350907170213 0.00078614771636169279 -0.0022457835824494176 0.0008720368167186714 -0.00038336380396806493 0.00026834144532551308 -0.0021471146026549415
leaf_weight=8585.3878601789474 114.90019428730011 73.827273845672607 37.74268364906311 155.87943732738495 38.946439981460571 97.045253992080688 37.74268364906311 111.66363489627838 89.08734667301178 176.61027729511261 41.166597843170166
leaf_count=4282 55 18 34 100 27 47 34 44 56 54 29
internal_value=0 0.00016975 0.000558827 0.000265873 -0.000539445 -8.70944e-06 -0.000143874 8.32203e-05 -0.000938924 -0.00018173 -0.000690891
internal_weight=0 974.612 306.396 232.569 76.6891 668.216 571.171 444.341 126.83 332.677 156.067
internal_count=4780 498 179 161 61 319 272 182 90 138 84
is_linear=0
shrinkage=0.06


Tree=978
num_leaves=12
num_cat=0
split_feature=63 39 17 116 140 87 73 9 83 114 112
split_gain=0.00856196 0.0230589 0.0476147 0.0801418 0.0689652 0.0942734 0.0449373 0.0422531 0.0385488 0.0354244 0.0367629
threshold=0.00042089859198313212 0.00017767510871635753 0.0018488886416889729 0.00017767510871635753 0.05109804309904576 0.0022975050378590827 0.0017376682371832433 0.00096484774257987748 0.018276390619575981 0.00017767510871635753 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 9 -8 -5 -11
right_child=1 -3 -4 4 5 -7 8 -9 -10 10 -12
leaf_value=0.00011214649805887685 -0.0027918101133884766 6.1146796922283361e-06 0.00079570878916371951 -0.00032866491193961665 -0.0033955803332548348 0.00023786466919583263 -0.00022074835758724621 0.0013584625540803514 0.0013635832032628723 -0.0027032613725620738 0.00012255488762830138
leaf_weight=1949.8653388023376 52.173709750175476 6846.4515681266785 112.86739122867584 158.09959518909454 56.614025473594666 46.998024702072144 108.14604330062866 35.803557991981506 112.96106863021851 56.614025473594666 23.405334949493408
leaf_count=1037 47 3338 37 102 51 10 57 8 29 51 13
internal_value=0 -2.8769e-05 -0.000341463 -0.000538768 -0.000341974 -0.00174882 -4.72202e-05 -0.000560732 0.000588919 -0.000849751 -0.0018776
internal_weight=0 7610.13 763.683 650.815 598.642 103.612 495.03 273.923 221.107 238.119 80.0194
internal_count=4780 3743 405 368 321 61 260 174 86 166 64
is_linear=0
shrinkage=0.06


Tree=979
num_leaves=12
num_cat=0
split_feature=34 20 84 69 98 19 149 28 99 99 129
split_gain=0.00917379 0.0128077 0.0164596 0.0231441 0.0143584 0.0124551 0.0275435 0.0269682 0.0141982 0.021551 0.0815601
threshold=0.02636832278221846 0.00080172589514404546 0.00017767510871635753 0.0014881226234138014 0.0032328735105693345 0.086341444402933135 0.0010263677686452868 0.0013986918493174019 0.017188700847327713 0.0068083447404205808 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 8 -7 -8 9 -1 -11
right_child=1 2 4 -5 -6 6 7 -9 -10 10 -12
leaf_value=-2.5668234309510215e-05 -5.5745424735116695e-05 0.0015029355758817112 0.00034222058808764907 0.0002133791344873973 -0.0005511148015263478 0.00090620902521711024 -0.0015826960715504745 0.00044020466938620432 0.00018382752453058711 -0.00073630583335223328 0.00062560661028263336
leaf_weight=6536.336737036705 481.5213235616684 91.588536739349365 254.50315725803375 110.55355596542358 86.773511409759521 150.89110708236694 39.962841510772705 58.098814010620117 961.29087626934052 569.31123650074005 219.16798627376556
leaf_count=3285 264 34 108 43 62 47 36 20 486 335 60
internal_value=0 0.000169572 0.000369198 0.000798118 0.000114985 -2.03971e-05 0.000397673 -0.000384956 -3.29625e-05 -6.14156e-05 -0.000357713
internal_weight=0 1024.94 543.419 202.142 341.277 8535.06 248.953 98.0617 8286.11 7324.82 788.479
internal_count=4780 511 247 77 170 4269 103 56 4166 3680 395
is_linear=0
shrinkage=0.06


Tree=980
num_leaves=12
num_cat=0
split_feature=51 82 86 20 116 113 113 127 44 98 108
split_gain=0.00877591 0.0128169 0.0105363 0.0224987 0.00982832 0.0218805 0.0245832 0.0515432 0.0192766 0.029691 0.0252414
threshold=0.045367386192083366 0.0044099434744566688 0.00037263428384903824 0.00090704852482303988 0.012636432424187662 0.0020932231564074759 0.0034400182776153092 0.00052132029668428015 0.0013146653072908523 0.00043393640953581786 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 8 7 -7 -6 -10 -11
right_child=1 -3 3 -5 5 6 -8 -9 9 10 -12
leaf_value=-3.0775249825134439e-05 0.00087063574697155116 0.0012827543561606848 -0.0016550494398984439 0.00080628990973447055 -9.9664352656767856e-06 -0.0027773425273297063 7.9659497673601783e-05 -4.0215068665925848e-06 -0.00062561746415333878 -0.0001295856163046273 0.0012302888679130504
leaf_weight=8182.588463306427 34.412446856498718 46.716992497444153 27.751973271369934 25.625492811203003 222.21719086170197 35.522525787353516 566.6367415189743 74.749997973442078 51.157308220863342 62.445452332496643 230.17509818077087
leaf_count=4097 31 34 25 15 87 32 276 35 38 32 78
internal_value=0 0.000481018 5.3403e-05 -0.00047411 -6.89597e-06 0.000150302 -7.9897e-05 -0.000899109 0.000425576 0.000707031 0.000940145
internal_weight=0 134.507 87.7899 53.3775 9425.49 1242.9 676.909 110.273 565.995 343.778 292.621
internal_count=4780 105 71 40 4675 578 343 67 235 148 110
is_linear=0
shrinkage=0.06


Tree=981
num_leaves=12
num_cat=0
split_feature=0 10 10 108 91 52 52 98 142 94 54
split_gain=0.00886329 0.0284402 0.0792972 0.0357105 0.0289214 0.0250294 0.031529 0.0239547 0.036521 0.0199242 0.0251097
threshold=0.00017767510871635753 0.00090704852482303988 0.00050559637020342063 0.0005375427135732026 0.0018488886416889729 0.016164712607860569 0.0053125319536775359 0.0011261500185355546 0.0011980500421486797 0.00043393640953581786 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 5 6 7 8 -5 -1 -11
right_child=-2 3 -4 4 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00050290971872099348 -1.8059603003546294e-05 0.0014052636016946482 -0.0027424774264366899 0.00017977423607599605 0.00084775841386243249 -0.0012665278898992599 0.0010091635769520512 0.00010800724438366262 -0.0030618959843233197 -0.0014975821881464263 0.0007548288504574726
leaf_weight=155.23774540424347 8711.2014889717102 108.33339810371399 41.166597843170166 24.421736478805542 160.88181746006012 58.005136609077454 90.478457808494568 107.95868849754333 25.531815409660339 48.843472957611084 27.939328074455261
leaf_count=59 4363 41 29 22 56 28 33 73 23 44 9
internal_value=0 0.000185042 -0.000319019 0.000424285 0.000196603 -0.000145469 0.000116729 -0.000394922 -0.00147989 0.000111963 -0.000678071
internal_weight=0 848.798 273.187 575.611 467.278 306.396 248.391 157.912 49.9536 232.021 76.7828
internal_count=4780 417 141 276 235 179 151 118 45 112 53
is_linear=0
shrinkage=0.06


Tree=982
num_leaves=12
num_cat=0
split_feature=112 8 76 10 99 36 71 71 133 8 107
split_gain=0.00868161 0.0157723 0.0257031 0.0175782 0.0181515 0.0240824 0.0145413 0.0210166 0.0137791 0.0179919 0.0180264
threshold=0.0033348383149132137 0.0044099434744566688 0.0014427106943912806 0.00050559637020342063 0.0046923852059990176 0.0010918468469753864 0.017724351026117805 0.010829726699739696 0.0079489401541650313 0.010829726699739696 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 -2 5 6 7 -5 -3 10 -10
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-1.9504275413748795e-05 -0.00089115589041449531 -0.00055078322161132933 -0.0015656747553396244 0.00040446633509554585 0.0011947487937055648 -0.00081240387568557435 -7.6787632694710695e-06 0.0016055815579311746 -0.0015170977867637022 0.00076213603882383722 0.00031201403099990371
leaf_weight=8565.9685038328171 38.946439981460571 99.078057050704956 41.072920441627502 215.18200767040253 92.698615670204163 63.27449905872345 167.07390403747559 69.293280720710754 31.082210063934326 125.07825946807861 51.250985622406006
leaf_count=4216 27 65 37 113 35 57 102 22 28 48 30
internal_value=0 0.000167811 -0.000158114 0.000343036 0.00042229 0.000282996 0.000436638 0.000697499 3.09633e-05 0.000308988 -0.00037951
internal_weight=0 994.031 347.562 646.469 607.522 514.824 451.549 284.475 306.49 207.411 82.3332
internal_count=4780 564 208 356 329 294 237 135 171 106 58
is_linear=0
shrinkage=0.06


Tree=983
num_leaves=12
num_cat=0
split_feature=118 60 37 33 65 27 20 59 32 45 105
split_gain=0.00862893 0.0178954 0.0846332 0.0711794 0.103872 0.112369 0.0304283 0.0177975 0.0360572 0.0638065 0.0499704
threshold=0.0054799309000372895 0.025578102096915249 0.007706565549597145 0.0046923852059990176 0.00099512818269431613 0.001792412775103003 0.00062670491752214741 0.0022975050378590827 0.0032328735105693345 0.0022975050378590827 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4 8 -2 10 -10
right_child=7 2 6 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-3.5845035172968648e-06 0.00074206155697902304 -0.0055912033091901564 0.0014964453451177227 0.00022196827658916058 -0.00031135277553828727 -0.0014302862654656172 -0.00010883303881692931 -2.238800864982007e-05 -0.0025487494549707732 0.0010933059105179099 -0.00022298314531955246
leaf_weight=7295.4714707136154 381.61421978473663 37.74268364906311 86.225496888160706 118.41778588294983 105.0031613111496 61.335373401641846 83.72430682182312 1138.4632179737091 46.716992497444153 90.384780406951904 114.90019428730011
leaf_count=3791 174 34 13 42 38 31 35 492 34 41 55
internal_value=0 -2.72169e-05 -0.000377251 -0.000948153 -0.00162689 -0.00301938 0.00070602 0.000119472 0.000374324 -0.000182626 -0.000896428
internal_weight=0 7787.92 492.449 322.499 204.081 99.0781 169.95 1772.08 633.616 252.002 161.617
internal_count=4780 3984 193 145 103 65 48 796 304 130 89
is_linear=0
shrinkage=0.06


Tree=984
num_leaves=12
num_cat=0
split_feature=81 138 11 84 0 0 120 133 118 99 96
split_gain=0.00882275 0.0340018 0.0553859 0.0554454 0.0422316 0.0714367 0.0550077 0.0419113 0.0406611 0.0472454 0.0748056
threshold=0.0079489401541650313 0.0014881226234138014 0.0054799309000372895 0.0015349716995842757 0.0034400182776153092 0.0087224207818508166 0.00017767510871635753 0.0070226341485977182 0.00096484774257987748 0.017188700847327713 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 4 7 -3 6 -6 -4 -2 10 -10
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=3.8256578831778116e-05 -3.0771060814170866e-05 0.00065206180354313264 0.00040841518869577897 -0.00054392664406720985 -0.0033340851310068131 -0.00015338675978168612 -0.00021869280899102747 0.0015810344882012531 -0.0023753573497938543 0.00010491200455753332 -0.00054332508843353458
leaf_weight=6633.5412460565567 1164.1823881864548 132.01976525783539 268.29249143600464 123.78082573413849 52.173709750175476 298.99999189376831 33.489722728729248 185.67826354503632 104.53477430343628 218.79327666759491 344.513228058815
leaf_count=3510 499 30 80 63 47 140 14 46 78 92 181
internal_value=0 -8.68074e-05 0.000177789 0.000581387 -0.000273536 -0.000591295 -0.00211781 0.00088827 -0.000244876 -0.000618045 -0.000970241
internal_weight=0 2926.46 1094.43 577.752 516.683 384.663 85.6634 453.971 1832.02 667.841 449.048
internal_count=4780 1270 420 189 231 201 61 126 850 351 259
is_linear=0
shrinkage=0.06


Tree=985
num_leaves=12
num_cat=0
split_feature=112 99 45 67 3 51 14 3 150 108 32
split_gain=0.0087213 0.0126403 0.0108056 0.0104803 0.0264057 0.0194922 0.038042 0.0614236 0.0768282 0.0820258 0.0596796
threshold=0.0079489401541650313 0.023343417793512348 0.021960759535431865 0.0044099434744566688 0.00017767510871635753 0.0013560238294303419 0.00055427959887310873 0.00038414125447161501 0.00055427959887310873 0.0011615398107096555 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 6 -1 8 -8 -10 -9
right_child=1 -3 -4 4 -6 -7 7 10 9 -11 -12
leaf_value=6.4801224299379815e-05 4.4284209846677237e-05 0.0014522198801526871 0.00093149012265238075 0.0011098912376701769 6.4563900835521207e-05 4.1554874073543053e-05 8.2136038525113873e-05 0.00031753340598144188 -0.0043752222897029116 -0.0011381086663505371 -0.00053683577013374621
leaf_weight=1586.2137866020203 333.77309846878052 29.972131133079529 57.91145920753479 99.546444058418274 685.33555960655212 5078.9998337030411 185.209876537323 593.74702286720276 31.082210063934326 294.73298108577728 583.47528028488159
leaf_count=766 236 27 36 25 294 2530 86 260 28 217 275
internal_value=0 0.000266727 0.000175664 -1.23403e-05 0.000197267 -3.20369e-05 -0.000146182 -0.000344407 -0.000893637 -0.00144817 -0.000105933
internal_weight=0 421.657 391.685 9138.34 784.882 8353.46 3274.46 1688.25 511.025 325.815 1177.22
internal_count=4780 299 272 4481 319 4162 1632 866 331 245 535
is_linear=0
shrinkage=0.06


Tree=986
num_leaves=12
num_cat=0
split_feature=99 117 114 27 52 77 133 88 77 44 115
split_gain=0.00898846 0.0100861 0.033503 0.0932225 0.0622043 0.083699 0.0541735 0.0451857 0.0422035 0.0553218 0.0407489
threshold=0.034632634371519096 0.0023699469165876512 0.0011261500185355546 0.00064626874518580746 0.00899649551138282 0.0035485138650983576 0.0042751494329422721 0.00080172589514404546 0.0013146653072908523 0.00017767510871635753 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 10 -6 8 -4 9 -1 -5
right_child=-2 -3 7 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0013377164263741409 0.00022688672983611519 -5.8668564421868877e-05 0.00078326440243799058 -0.0001869120151647296 -0.0041512532542052165 -0.00062293292264005591 -0.0013517105978530317 7.118245839529321e-05 0.0015184494132503854 0.00068878117022572812 -0.001870763561782181
leaf_weight=63.27449905872345 589.57368946075439 6092.7314020395279 406.59802067279816 333.41243875026703 42.1829993724823 56.707702875137329 55.597623944282532 1519.1547136306763 133.12984418869019 206.48873102664948 61.148018598556519
leaf_count=57 329 3136 148 171 38 43 42 649 31 89 47
internal_value=0 -1.49446e-05 7.76277e-05 -0.000213541 -0.000785801 -0.00213065 0.000402392 0.000221562 0.000644726 0.000213135 -0.000448279
internal_weight=0 8970.43 2877.69 951.942 493.451 98.8907 458.491 1925.75 402.893 269.763 394.56
internal_count=4780 4451 1315 518 299 81 219 797 177 146 218
is_linear=0
shrinkage=0.06


Tree=987
num_leaves=12
num_cat=0
split_feature=107 11 5 71 93 1 11 54 150 14 27
split_gain=0.00908755 0.0123979 0.00983967 0.00886588 0.029334 0.0580075 0.0335862 0.0511559 0.0447361 0.0412475 0.0380246
threshold=0.048151826485991485 0.004017772153019906 0.00038414125447161501 0.037906534969806678 0.0012745757703669371 0.0098710241727530974 0.0026012937305495147 0.0017376682371832433 0.0022272822679951791 0.00017767510871635753 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 10 9 -9 -8 -5
right_child=1 -3 -4 4 5 -7 7 8 -10 -11 -12
leaf_value=-3.5531306414357032e-05 0.00057219850088874465 0.001100228338598421 -0.00071173192504719017 -0.00092633581714827594 5.3525308444807523e-05 -0.0014186840087444356 0.0010028954934627164 9.2591216044639557e-05 0.0018238943830848893 -0.0012698273939038861 0.00033539422610806595
leaf_weight=7631.8815863132477 47.82707142829895 63.368176460266113 38.852762579917908 112.39900422096252 825.75351941585541 108.97509002685547 52.454741954803467 78.08023476600647 172.26363897323608 63.368176460266113 364.77568101882935
leaf_count=3706 35 49 35 77 469 82 23 38 42 49 175
internal_value=0 0.000463072 -3.45848e-06 -7.42002e-06 0.000113235 -0.000118245 0.000369783 0.000801943 0.00128417 -0.000240563 3.80606e-05
internal_weight=0 150.048 86.6798 9409.95 1778.07 934.729 843.341 366.167 250.344 115.823 477.175
internal_count=4780 119 70 4661 955 551 404 152 80 72 252
is_linear=0
shrinkage=0.06


Tree=988
num_leaves=12
num_cat=0
split_feature=32 52 51 78 87 100 118 100 92 115 78
split_gain=0.00836347 0.0211668 0.0176329 0.00970685 0.0474498 0.044993 0.0673841 0.0535738 0.053252 0.0377622 0.0854994
threshold=0.013860232196748258 0.0046923852059990176 0.00080172589514404546 0.010500331409275534 0.052634395658969886 0.0044099434744566688 0.01884530205279589 0.0028552538715302949 0.037906534969806678 0.0046923852059990176 0.019431582652032379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 7 -7 9 -9 10 -5
right_child=1 -3 -4 5 -6 6 -8 8 -10 -11 -12
leaf_value=5.2289641524287848e-05 0.00029953200316508368 0.0010157980965287863 -0.0012369796759270724 -0.0014042195818914013 -0.0017444846288733001 0.00013624277121143471 0.0021252305823977369 -0.0019371080431607502 0.00059284983649852832 2.3740732167495055e-05 -5.2941556499539782e-05
leaf_weight=5980.2246705293655 92.792293071746826 99.546444058418274 37.74268364906311 248.29702079296112 53.283788681030273 703.83219182491302 67.07312285900116 116.55828773975372 40.243873715400696 1595.8578871488571 524.54741954803467
leaf_count=3164 27 25 34 159 48 343 20 105 12 613 230
internal_value=0 0.000357258 -0.000145339 -8.84311e-06 3.63931e-05 -9.16388e-05 0.000309549 -0.000214108 -0.00128782 -0.00014298 -0.000487201
internal_weight=0 230.081 130.535 9329.92 6033.51 3296.41 770.905 2525.5 156.802 2368.7 772.844
internal_count=4780 86 61 4694 3212 1482 363 1119 117 1002 389
is_linear=0
shrinkage=0.06


Tree=989
num_leaves=12
num_cat=0
split_feature=9 32 58 8 105 99 141 125 140 47 50
split_gain=0.00826692 0.0231707 0.0297041 0.0281652 0.0373633 0.0276108 0.0195015 0.0373413 0.0243276 0.045224 0.0215653
threshold=0.0012357163941487672 0.00038414125447161501 0.044033329933881767 0.0031340263085439806 0.0022272822679951791 0.0013146653072908523 0.031632266007363803 0.0015833032084628942 0.021960759535431865 0.0036604277556762104 0.05109804309904576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 4 5 -2 8 -8 10 -10 -3
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-2.7789386449479867e-05 0.00019655733712552442 3.5312478626894882e-05 0.0010759334696244323 0.0014142189017743896 0.0017418356350047428 -0.0019582570099741124 0.00033506728020764955 -0.001928695618657626 -0.0024020521798894276 -0.000116718152591048 0.00083384744291371262
leaf_weight=7662.9497464895248 63.461853861808777 1148.7209106683731 92.792293071746826 102.78300344944 35.709880590438843 32.192288994789124 51.438340425491333 53.377466082572937 39.962841510772705 140.52568709850311 136.08537137508392
leaf_count=3831 41 574 27 36 16 29 14 40 36 70 66
internal_value=0 0.000112107 3.34046e-05 0.000670792 8.84795e-05 -0.000529931 -2.82726e-05 -0.000818494 2.83056e-05 -0.000623775 0.000119951
internal_weight=0 1897.05 1662.9 234.147 131.364 95.6541 1570.11 104.816 1465.29 180.489 1284.81
internal_count=4780 949 827 122 86 70 800 54 746 106 640
is_linear=0
shrinkage=0.06


Tree=990
num_leaves=12
num_cat=0
split_feature=16 94 115 98 88 23 68 140 45 117 51
split_gain=0.00829318 0.0089288 0.0155406 0.0278901 0.0148428 0.0142227 0.0127877 0.042387 0.0350055 0.0385116 0.033846
threshold=0.012086483649909498 0.055838862434029586 0.099488973617553725 0.00017767510871635753 0.1242329850792885 0.0025217677466571335 0.00082683752407319855 0.016164712607860569 0.000490355829242617 0.00747153488919139 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -3 7 10 9 -8 -1
right_child=-2 5 3 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=1.828783804938101e-05 0.00070670660044551653 -0.0003036795816495 -0.0015236984802141917 1.1721353163268037e-05 0.00050630997302511668 0.00065182165420094799 0.00073730844335510469 -0.0012850703442213521 -1.5013070585188831e-05 -0.00072378832708953997 -0.00080651520062761679
leaf_weight=1467.9974054098129 59.302570343017578 82.614227890968323 67.99584698677063 113.69643795490265 201.21936857700348 174.20276463031769 415.85336172580719 112.49268162250519 6583.8546764850616 76.876478433609009 203.89386355876923
leaf_count=611 13 34 37 62 60 68 124 69 3538 45 119
internal_value=0 -4.44568e-06 -1.41425e-05 -0.000563411 -3.12388e-06 0.000344452 -1.46979e-05 -0.000158234 2.14968e-05 0.000509245 -8.23424e-05
internal_weight=0 9500.7 9243.88 181.692 9062.19 256.817 8860.97 1784.38 7076.58 492.73 1671.89
internal_count=4780 4767 4665 99 4566 102 4506 799 3707 169 730
is_linear=0
shrinkage=0.06


Tree=991
num_leaves=12
num_cat=0
split_feature=99 117 0 33 141 149 125 116 28 142 143
split_gain=0.00844525 0.0130116 0.0127222 0.0172822 0.00987271 0.011546 0.0104105 0.00966282 0.0264323 0.0208864 0.0356638
threshold=0.034632634371519096 0.0063990866765379914 0.00068727668258361529 0.0005375427135732026 0.00085274505545385193 0.00042089859198313212 0.00017767510871635753 0.012636432424187662 0.0092791137285530585 0.036783467978239066 0.035692447796463973
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 6 -6 -3 -1 9 10 -9
right_child=1 4 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-3.919809785464063e-05 0.00081098475110638352 0.00028655461726028624 -0.0011363362387411596 6.2089530662528928e-05 0.00087337674713548589 3.668257838029987e-05 0.001767125207538058 0.00017185685205242676 -0.0011607904541699947 -0.00076677276323420412 0.0014827013414010267
leaf_weight=7749.9106127023697 43.574110507965088 31.269564867019653 63.461853861808777 135.99169397354126 85.944464683532715 191.58931791782379 37.74268364906311 1011.6191377639771 53.471143484115601 74.843675374984741 80.581424832344055
leaf_count=3877 15 12 41 74 37 116 34 499 32 27 16
internal_value=0 0.000219925 -0.000116641 -0.000319602 0.00045592 0.000296005 0.00109766 -1.4485e-05 0.000142426 0.000202231 0.000268696
internal_weight=0 589.574 243.028 199.454 346.546 277.534 69.0122 8970.43 1220.52 1167.04 1092.2
internal_count=4780 329 130 115 199 153 46 4451 574 542 515
is_linear=0
shrinkage=0.06


Tree=992
num_leaves=12
num_cat=0
split_feature=60 145 37 29 17 129 4 23 127 108 40
split_gain=0.00809168 0.033906 0.0393064 0.0570787 0.0543175 0.0462261 0.0398071 0.0637877 0.033041 0.0340743 0.0361316
threshold=0.004017772153019906 0.0026833302108570938 0.00087947337306104611 0.007706565549597145 0.0012357163941487672 0.0018488886416889729 0.00046126570669002836 0.012636432424187662 0.0066005610860884198 0.011169348377734424 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 4 6 5 -3 -4 -8 9 -2 -11
right_child=1 2 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=3.1062527467970975e-05 1.88806804113805e-05 -0.0041445711154646974 0.00026959115541978497 0.00042816063333742636 -0.00046028389118315025 -0.0010094175392664178 -0.0031701037622023573 -0.00017221898149390378 0.00063346286231784799 -0.0016741063811177958 0.00032913350344716087
leaf_weight=7258.1831241846085 1279.6446468830109 33.302367925643921 54.674899816513062 244.79347908496857 130.53497672080994 34.506124258041382 53.283788681030273 49.030827760696411 280.69071447849274 91.120149731636047 50.234584093093872
leaf_count=3814 506 30 25 75 61 23 48 28 75 74 21
internal_value=0 -9.80422e-05 -0.000485771 -0.000144502 -0.00117666 -0.002553 -0.00103716 -0.00173504 3.87166e-05 -7.88003e-05 -0.000962466
internal_weight=0 2301.82 600.126 401.783 198.343 67.8085 156.99 102.315 1701.69 1421 141.355
internal_count=4780 966 290 176 114 53 101 76 676 601 95
is_linear=0
shrinkage=0.06


Tree=993
num_leaves=12
num_cat=0
split_feature=94 143 71 117 75 101 135 82 68 59 131
split_gain=0.00857284 0.0252119 0.0347594 0.043333 0.0861655 0.0442276 0.0514795 0.05083 0.0412171 0.0593749 0.040651
threshold=0.0033348383149132137 0.0025217677466571335 0.037906534969806678 0.0012357163941487672 0.00017767510871635753 0.013860232196748258 0.0044099434744566688 0.0034400182776153092 0.00082683752407319855 0.015200819820165636 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 10 6 -6 -7 9 -4 -5
right_child=1 2 8 4 5 7 -8 -9 -10 -11 -12
leaf_value=-4.5753918242354692e-05 0.00033244434725910509 0.00049779173596666601 -0.0019589008045179665 -0.00376661991915074 -0.00026246381776744675 -0.0026424757491189817 0.00059576189888927128 -0.00011317984836940602 0.00054699217717619618 0.0010691732990356331 -0.0007365971268954351
leaf_weight=5802.0640270709991 978.69147944450378 322.87371385097504 59.944262266159058 35.522525787353516 1291.0920460224152 54.393867611885071 312.41461646556854 60.225294470787048 575.79840517044067 38.023715853691101 28.955729603767395
leaf_count=2955 437 113 54 32 678 49 144 30 260 10 18
internal_value=0 7.05707e-05 -2.16549e-05 -0.00014169 -0.000257537 -0.000176655 -9.52272e-05 -0.00131474 0.000353411 -0.000783741 -0.00240915
internal_weight=0 3757.94 2779.24 2105.48 1782.6 1718.13 1603.51 114.619 673.766 97.968 64.4783
internal_count=4780 1825 1388 1064 951 901 822 79 324 64 50
is_linear=0
shrinkage=0.06


Tree=994
num_leaves=12
num_cat=0
split_feature=119 44 20 96 68 150 88 25 31 88 12
split_gain=0.00813174 0.0185821 0.0234801 0.0084114 0.0422441 0.0366074 0.0237666 0.0159219 0.0166152 0.0152201 0.0305057
threshold=0.0034400182776153092 0.00090704852482303988 0.00038414125447161501 0.018276390619575981 0.00082683752407319855 0.0025217677466571335 0.0010918468469753864 0.0012745757703669371 0.00044738779251929378 0.00017767510871635753 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 5 -5 7 -6 -9 10 -1
right_child=1 2 -4 4 6 -7 -8 8 -10 -11 -12
leaf_value=-6.0972127336381616e-06 -0.00060979143845005961 0.0020342600844752015 -4.7473426117481657e-05 3.1701777658153491e-06 0.00031835160366975365 -0.0021620796659412452 -0.00036718959621927694 0.00065653716958481332 0.0019009458104414238 3.9528143534712346e-05 -0.00041293707491487351
leaf_weight=2304.383327126503 36.726282119750977 40.150196313858032 37.836361050605774 88.16462254524231 119.43418741226196 41.166597843170166 74.656320571899414 82.614227890968323 72.71719491481781 5730.4709609746933 931.67940485477448
leaf_count=1130 25 20 26 39 51 29 43 34 17 2842 524
internal_value=0 0.000501878 0.00102551 -6.13099e-06 0.000238881 -0.000687175 0.000581739 0.000839612 0.00123995 -1.92155e-05 -0.000123238
internal_weight=0 114.713 77.9866 9445.29 478.753 129.331 349.422 274.766 155.331 8966.53 3236.06
internal_count=4780 71 46 4709 213 68 145 102 51 4496 1654
is_linear=0
shrinkage=0.06


Tree=995
num_leaves=12
num_cat=0
split_feature=63 118 51 44 11 69 123 112 125 53 34
split_gain=0.0081233 0.0232049 0.0183789 0.0478664 0.0434344 0.0551306 0.0500584 0.086022 0.0586077 0.0605684 0.0524551
threshold=0.00042089859198313212 0.048151826485991485 0.0005375427135732026 0.015675474889576439 0.027182282879948619 0.0014881226234138014 0.0015349716995842757 0.00040826165059115743 0.00090704852482303988 0.01884530205279589 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 9 -2 -9
right_child=2 -3 -4 -5 5 -7 -8 10 -10 -11 -12
leaf_value=0.00016392785721339374 -0.0032170623864700041 -0.00067395241628693311 1.2720260486998054e-05 0.0003792992901823747 -0.0032379169874211999 3.2061050163762104e-05 0.00051509837754078257 0.0010269492258489726 -0.00067111728634307191 -0.00027318002165369363 -0.00071093697323900416
leaf_weight=1822.6605988740921 79.92568302154541 127.20473992824554 6390.0873503684998 327.22035217285156 43.386755704879761 32.379643797874451 188.82114553451538 140.8067193031311 258.47508597373962 36.726282119750977 112.30532681941986
leaf_count=979 72 58 3129 125 31 13 65 46 152 25 85
internal_value=0 0.000109235 -2.80236e-05 -0.000241406 -0.000468911 -0.00184225 -0.000341351 -0.000598803 -0.0011754 -0.00229125 0.000255876
internal_weight=0 1949.87 7610.13 1220.05 892.827 75.7664 817.06 628.239 375.127 116.652 253.112
internal_count=4780 1037 3743 614 489 44 445 380 249 97 131
is_linear=0
shrinkage=0.06


Tree=996
num_leaves=12
num_cat=0
split_feature=124 53 52 115 53 8 3 116 85 12 117
split_gain=0.00841031 0.0228746 0.0311204 0.034875 0.0267957 0.0290002 0.0213377 0.0242088 0.0179693 0.0185384 0.0349859
threshold=0.02129978779703379 0.0033348383149132137 0.0060143163427710542 0.00899649551138282 0.00244467705488205 0.0027679565828293566 0.0060143163427710542 0.0056525857653468856 0.029773407615721229 0.0087224207818508166 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 -2 -6 7 -3 9 -1 -11
right_child=1 2 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=7.3242679040604129e-07 4.7370733970566259e-05 0.00070434819824189234 0.00070698381937664293 -0.0020548716685563576 -0.0028705189041617588 -1.1082592797285016e-05 1.1929583988808333e-05 0.0021114966455177274 0.00055321999018408553 -0.00040148847125322826 0.00063216275405841708
leaf_weight=7223.7847272157669 616.41698849201202 194.18418538570404 32.285966396331787 33.396045327186584 24.421736478805542 26.641894340515137 106.9422869682312 56.895057678222656 192.15138232707977 917.71676576137543 135.16264724731445
leaf_count=3686 240 86 21 22 22 24 64 27 68 471 49
internal_value=0 0.000156742 0.000501487 -0.000698272 -6.21372e-05 -0.00138158 0.000721726 0.00102392 -2.02312e-05 -3.3551e-05 -0.000268747
internal_weight=0 1091.18 423.704 65.682 667.481 51.0636 358.022 251.079 8468.82 8276.66 1052.88
internal_count=4780 506 220 43 286 46 177 113 4274 4206 520
is_linear=0
shrinkage=0.06


Tree=997
num_leaves=12
num_cat=0
split_feature=107 98 125 20 42 24 132 86 71 94 147
split_gain=0.00813041 0.0156569 0.00947573 0.0327967 0.038271 0.0493381 0.0529316 0.0423422 0.0371836 0.0508892 0.0443094
threshold=0.048151826485991485 0.00043393640953581786 0.0041444667149335155 0.00043393640953581786 0.00093549740267917525 0.004017772153019906 0.00070876078098081063 0.0005375427135732026 0.00099512818269431613 0.00017767510871635753 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 5 6 -5 -8 10 -10 -1
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=0.0011583093529573467 0.0017219078516120959 0.00014549059584803347 7.6089866090778017e-05 -0.0018376903911418072 0.0001754609441935026 0.00019377617472546863 0.00043164197644428271 -0.0017329747074426639 0.00022344068152436056 -0.00043890147981896012 -8.8936842069436441e-05
leaf_weight=145.24703502655029 27.751973271369934 122.29603719711304 3238.8590041399002 126.64267551898956 2679.4167008399963 283.64624166488647 112.77371382713318 45.606913566589355 535.64820885658264 1893.9866826534271 348.12449705600739
leaf_count=50 25 94 1511 106 1387 110 45 33 240 1019 160
internal_value=0 0.000438008 -7.01788e-06 -5.0637e-05 8.05779e-05 -0.000366437 -0.000923817 -0.000192376 -0.000196443 -0.000292875 0.000278409
internal_weight=0 150.048 9409.95 6171.09 3248.09 568.67 285.023 158.381 2923.01 2429.63 493.372
internal_count=4780 119 4661 3150 1681 294 184 78 1469 1259 210
is_linear=0
shrinkage=0.06


Tree=998
num_leaves=12
num_cat=0
split_feature=77 146 128 80 52 115 58 100 83 88 127
split_gain=0.00843381 0.0356371 0.0359453 0.0486054 0.0403469 0.0827966 0.0326721 0.0488488 0.0286672 0.0261056 0.0322686
threshold=0.020035739988088611 0.018276390619575981 0.0058306583669036635 0.0036604277556762104 0.00899649551138282 0.010829726699739696 0.00017767510871635753 0.00099512818269431613 0.0063990866765379914 0.00747153488919139 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 5 6 -2 -8 -3 10 -4
right_child=1 8 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-2.1215323221750277e-05 0.00081148727454050833 0.00024820739669576436 0.0005138783156362777 -0.001068911084555821 0.00013372273854853504 -0.0036333330939029595 -0.0028050718681809461 -8.7754511572050496e-06 0.0018614521745998498 0.00011869330055193764 0.0020019442779911243
leaf_weight=8376.0091795921326 49.218182563781738 87.148221015930176 181.0505930185318 81.504148960113525 208.8962436914444 36.632604718208313 36.632604718208313 58.005136609077454 72.71719491481781 298.35829997062683 73.827273845672607
leaf_count=4344 12 30 58 33 75 33 33 28 17 99 18
internal_value=0 0.000149858 1.97656e-05 0.000298162 -0.000434011 -0.00109081 -0.000441291 -0.00109299 0.000982721 0.000499719 0.000945524
internal_weight=0 1183.99 1024.13 634.74 389.385 180.489 143.856 94.6377 159.865 553.236 254.878
internal_count=4780 436 389 208 181 106 73 61 47 175 76
is_linear=0
shrinkage=0.06


Tree=999
num_leaves=12
num_cat=0
split_feature=99 135 19 5 108 4 147 12 34 101 31
split_gain=0.00830831 0.0156586 0.0187767 0.0185592 0.017692 0.0279985 0.0217522 0.018282 0.0163747 0.0176504 0.0124357
threshold=0.017188700847327713 0.0053125319536775359 0.011880517937242987 0.00066645268816500913 0.0022975050378590827 0.0010585968848317864 0.0013146653072908523 0.0033348383149132137 0.0030382014811038975 0.0022272822679951791 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 8 5 -5 -7 -6 9 -2 -1
right_child=1 2 -4 4 7 6 -8 -9 -10 -11 -12
leaf_value=-4.4753824206432003e-05 0.00029931601258257495 0.00012165884008329003 -0.0018824371482941784 -0.0020000354843451554 0.00032178802990116102 -0.0009559797061240397 0.00085174277434066261 -0.0011588060369464633 0.00070701892030543636 -0.0010982265305147464 0.00019404679974889985
leaf_weight=7596.2513332366943 172.99900829792023 40.150196313858032 28.862052202224731 38.852762579917908 296.77983403205872 50.047229290008545 45.794268369674683 33.302367925643921 341.55770087242126 39.962841510772705 875.44008898735046
leaf_count=3779 75 20 26 35 138 37 17 30 146 36 441
internal_value=0 0.000156024 -0.000717998 0.000215265 -6.43849e-05 -0.000643622 -9.22398e-05 0.000172103 0.000449627 3.66712e-05 -2.00749e-05
internal_weight=0 1088.31 69.0122 1019.3 464.776 134.694 95.8415 330.082 554.52 212.962 8471.69
internal_count=4780 560 46 514 257 89 54 168 257 111 4220
is_linear=0
shrinkage=0.06


Tree=1000
num_leaves=12
num_cat=0
split_feature=102 61 10 105 34 22 34 31 79 141 47
split_gain=0.00837052 0.0305461 0.02276 0.0472373 0.0427637 0.0568792 0.0427785 0.0343392 0.0376927 0.0377558 0.0338143
threshold=0.00052132029668428015 0.0034400182776153092 0.0023699469165876512 0.00017767510871635753 0.0046923852059990176 0.00017767510871635753 0.0068083447404205808 0.00052132029668428015 0.00043393640953581786 0.0023699469165876512 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 10 6 -6 8 9 -5 -1
right_child=-2 -3 3 7 5 -7 -8 -9 -10 -11 -12
leaf_value=9.7843023457003895e-05 -3.4000146281779644e-05 0.0007107330153899511 -0.00086740508331284948 0.00048069920553689481 -0.0040109477294534039 0.00022278691474555664 -0.001170895415771391 -0.00023143866458930534 0.00020950634789378418 0.0019018542986124808 -0.00092287849468476984
leaf_weight=1113.0250799655914 6997.7829624414444 258.75611817836761 116.65196514129639 136.27272617816925 27.751973271369934 70.216004848480225 61.148018598556519 209.44425821304321 305.47311067581177 133.03616678714752 130.44129931926727
leaf_count=461 3539 128 97 50 25 39 47 124 162 39 69
internal_value=0 9.27537e-05 2.3306e-05 0.000258621 -0.000127844 -0.00105368 -0.00206099 0.000426204 0.00066584 0.00118318 -9.29764e-06
internal_weight=0 2562.22 2303.46 900.878 1402.58 159.116 88.9 784.226 574.782 269.309 1243.47
internal_count=4780 1241 1113 472 641 111 72 375 251 89 530
is_linear=0
shrinkage=0.06


Tree=1001
num_leaves=12
num_cat=0
split_feature=51 72 3 2 146 127 26 60 150 122 28
split_gain=0.00871754 0.0128966 0.014114 0.0141091 0.0101267 0.0118274 0.00951178 0.0171657 0.0295499 0.0619369 0.0728467
threshold=0.027182282879948619 0.0048403022810816774 0.0010585968848317864 0.00017767510871635753 0.0072436286136507997 0.0012745757703669371 0.00087947337306104611 0.018276390619575981 0.007706565549597145 0.0012357163941487672 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 5 -2 7 -1 9 -9 -11
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-7.234730608387989e-06 0.00042161127074075996 -0.001098974230537291 0.000376945341065798 -0.00058708201824537109 0.0001552969155936456 0.0014851710671817165 0.00015617417378646251 -0.00022085765533935684 0.00069572316410088846 -0.0040380353890937084 -0.00050566430651091893
leaf_weight=7426.3015295267105 74.656320571899414 44.403157234191895 48.937150359153748 37.836361050605774 90.291103005409241 76.047431707382202 1074.6126046180725 510.58478045463562 89.462056279182434 35.522525787353516 51.344663023948669
leaf_count=3731 43 40 36 26 49 20 580 177 24 32 22
internal_value=0 0.00028461 -0.000325593 0.000488923 0.00065803 0.000958929 -1.15611e-05 -3.37797e-05 -0.000320717 -0.000473009 -0.00195314
internal_weight=0 372.172 93.3403 278.831 240.995 150.704 9187.83 8113.22 686.914 597.452 86.8672
internal_count=4780 214 76 138 112 63 4566 3986 255 231 54
is_linear=0
shrinkage=0.06


Tree=1002
num_leaves=12
num_cat=0
split_feature=34 142 2 145 148 114 0 149 92 58 53
split_gain=0.00844662 0.0215131 0.033203 0.0350913 0.0308403 0.0687585 0.0382813 0.033704 0.0306735 0.041901 0.0384085
threshold=0.00077738583786413084 0.0017376682371832433 0.00043393640953581786 0.012636432424187662 0.0020292587578296666 0.0045489775948226461 0.0023699469165876512 0.0016331639490090313 0.088838413357734694 0.0053125319536775359 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 7 -7 -6 9 10 -3
right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00015503939556765043 -2.4225308644404928e-05 0.0012792939484975979 -0.00084290062284874691 0.0016754032396157604 -0.0035558355571105749 -0.00073668188626431149 0.0011462181583958714 -0.00053028583134775422 0.001733042143393601 -0.0012692935072197468 0.00010973290158307912
leaf_weight=577.1754664182663 8073.8803555965424 165.69684278964996 81.316794157028198 73.733596444129944 28.862052202224731 69.199603319168091 88.4456547498703 24.515413880348206 68.183201789855957 49.953551888465881 259.03715038299561
leaf_count=334 4088 28 49 26 26 30 15 14 21 45 104
internal_value=0 0.000131422 0.00031332 0.000427011 0.000304707 -0.000310704 0.000319762 -0.00216984 0.000543941 0.000372811 0.000566195
internal_weight=0 1486.12 908.944 827.627 753.893 211.023 157.645 53.3775 542.871 474.688 424.734
internal_count=4780 692 358 309 283 85 45 40 198 177 132
is_linear=0
shrinkage=0.06


Tree=1003
num_leaves=12
num_cat=0
split_feature=146 99 23 101 133 36 35 30 19 35 11
split_gain=0.00799516 0.0166042 0.0275761 0.0483276 0.0503089 0.0352282 0.0523068 0.0315942 0.0422512 0.0476335 0.0436662
threshold=0.0010263677686452868 0.0011615398107096555 0.094028618186712279 0.14610802382230761 0.00017767510871635753 0.0041444667149335155 0.0063990866765379914 0.00085274505545385193 0.0016846025246195497 0.0019672545604407792 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 -6 -11
right_child=1 -3 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=0.00012710851942173318 -0.0019400016011248593 4.2849687885755223e-05 -0.0012237225613363851 -0.0022324999945507735 -2.1732128653914898e-05 0.0015841271435270083 7.5297885412523855e-06 -0.00036304484795677042 -0.00021459373530896339 0.00040633700857424217 0.0019878860565905997
leaf_weight=1501.0046912431717 51.157308220863342 5045.524160861969 81.410471558570862 37.836361050605774 334.14780807495117 112.86739122867584 229.98774337768555 1095.891459107399 811.22881591320038 151.62647640705109 107.31699657440186
leaf_count=762 38 2419 41 26 204 37 94 583 464 80 32
internal_value=0 -2.37082e-05 -0.000135145 -0.00010488 -7.69891e-05 -4.33995e-05 0.000526854 -0.000121617 6.67997e-05 0.00045166 0.00106231
internal_weight=0 8058.99 3013.47 2932.06 2894.22 2843.07 342.855 2500.21 1404.32 593.091 258.943
internal_count=4780 4018 1599 1558 1532 1494 131 1363 780 316 112
is_linear=0
shrinkage=0.06


Tree=1004
num_leaves=12
num_cat=0
split_feature=81 81 19 25 148 34 80 15 141 60 114
split_gain=0.00802231 0.0261251 0.032276 0.023379 0.0430511 0.0461314 0.0725754 0.0582261 0.0426754 0.0558477 0.0407089
threshold=0.0079489401541650313 0.0072436286136507997 0.0016846025246195497 0.0017376682371832433 0.011519505176693203 0.0021592099219560628 0.0012357163941487672 0.0068083447404205808 0.0034400182776153092 0.0019672545604407792 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 8 -8 -10 -9
right_child=-2 2 -4 -5 -6 6 7 10 9 -11 -12
leaf_value=0.00026402253538118208 -8.2776509074722693e-05 0.001307357020402373 0.00010527109007564715 -0.00011034854186745878 0.00046345799081103545 0.00040202630338166863 -0.00091950200824909021 4.8798321467408272e-05 -0.0012668483757801328 -0.0050728636161771964 -0.00093771262354574482
leaf_weight=1087.2918598651886 2926.4584375619888 126.37569320201874 220.82607972621918 3059.185472369194 938.05884623527527 386.32151782512665 121.2796356678009 393.91876542568207 32.192288994789124 24.421736478805542 243.6693502664566
leaf_count=551 1270 33 110 1527 554 251 85 177 29 22 171
internal_value=0 3.64794e-05 0.000543061 8.49213e-06 0.000121147 -1.9144e-05 -0.00027533 -0.000596227 -0.00155575 -0.00291471 -0.000328308
internal_weight=0 6633.54 347.202 6286.34 3227.15 2289.1 1201.8 815.482 177.894 56.614 637.588
internal_count=4780 3510 143 3367 1840 1286 735 484 136 51 348
is_linear=0
shrinkage=0.06


Tree=1005
num_leaves=12
num_cat=0
split_feature=51 25 50 89 34 45 18 146 33 101 76
split_gain=0.00823533 0.0106405 0.0124514 0.0142552 0.00895574 0.0131113 0.0232909 0.0415214 0.0166305 0.01478 0.0194508
threshold=0.045367386192083366 0.0079489401541650313 0.015200819820165636 0.00038414125447161501 0.02636832278221846 0.0087224207818508166 0.0012357163941487672 0.0072436286136507997 0.00017767510871635753 0.0042751494329422721 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 -6 -8 -7 10 -10
right_child=1 -3 -4 -5 5 8 7 -9 9 -11 -12
leaf_value=-2.6889332046115599e-05 -0.00043302007288300106 -0.00055362081159703242 0.0017010700767938914 0.001266326210684454 0.00010924575827514198 0.0010661276096661468 0.0023627510227727444 0.00020793078942463528 -0.00035872888145382518 -0.00084511297840671727 0.00041929941067824888
leaf_weight=8420.5341140031815 41.072920441627502 28.862052202224731 33.396045327186584 31.17588746547699 277.90849220752716 46.810669898986816 53.658498287200928 80.300392627716064 236.55453956127167 83.536952018737793 226.18911957740784
leaf_count=4182 37 26 22 20 121 26 16 40 108 51 131
internal_value=0 0.000465963 0.000744773 0.000300997 -6.68395e-06 0.000162603 0.000422623 0.00107218 -1.80074e-05 -0.000111085 2.15798e-05
internal_weight=0 134.507 105.645 72.2488 9425.49 1004.96 411.867 133.959 593.091 546.281 462.744
internal_count=4780 105 79 57 4675 493 177 56 316 290 239
is_linear=0
shrinkage=0.06


Tree=1006
num_leaves=12
num_cat=0
split_feature=67 96 19 124 141 102 61 11 143 92 128
split_gain=0.00817877 0.0214681 0.0228063 0.0139794 0.0138584 0.0127997 0.025712 0.0302161 0.0712214 0.0362594 0.026976
threshold=0.0044099434744566688 0.0018488886416889729 0.002945306478068233 0.0022272822679951791 0.010829726699739696 0.00052132029668428015 0.0034400182776153092 0.027182282879948619 0.035692447796463973 0.00099512818269431613 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 6 7 8 -1 -9 -8
right_child=1 2 -4 -5 -6 -7 10 9 -10 -11 -12
leaf_value=2.1379236315407035e-05 3.2767756415640668e-05 0.001390832614218496 -6.6291478118922823e-05 0.00042715327204387109 -0.00097155144656960646 -6.2182302605642958e-05 0.00036270748808298075 0.0012038777941032715 -0.0019235052684678869 -0.00021237963095063978 0.0019136232366018335
leaf_weight=1882.150524020195 378.28398299217224 109.63083183765411 140.61936450004578 107.31699657440186 56.801380276679993 6292.0912724733353 202.87746202945709 160.14644813537598 70.216004848480225 109.53715443611145 50.328261494636536
leaf_count=976 171 26 62 32 35 3259 110 23 39 34 13
internal_value=0 0.000184532 0.000528906 0.000914548 -9.85415e-05 -1.67119e-05 9.88716e-05 3.35802e-05 -4.86626e-05 0.000628772 0.000671608
internal_weight=0 792.653 357.567 216.948 435.085 8767.35 2475.26 2222.05 1952.37 269.684 253.206
internal_count=4780 326 120 58 206 4454 1195 1072 1015 57 123
is_linear=0
shrinkage=0.06


Tree=1007
num_leaves=12
num_cat=0
split_feature=94 42 93 70 137 129 62 135 148 39 44
split_gain=0.00845046 0.0102643 0.00940488 0.0164679 0.0203558 0.0342083 0.0176871 0.0172959 0.0289797 0.0133584 0.0230029
threshold=0.055838862434029586 0.0020932231564074759 0.010829726699739696 0.00082683752407319855 0.0012357163941487672 0.00040826165059115743 0.00077738583786413084 0.00050559637020342063 0.011519505176693203 0.028884131461381916 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 5 6 -4 8 -5 -1 -11
right_child=1 -3 3 7 -6 -7 -8 -9 -10 10 -12
leaf_value=-5.3194278296026041e-05 0.00011393117202046407 0.00097743632444747164 -0.00066936573165833819 6.3345931394291971e-05 0.0007658783128402292 0.00019646245705932114 -0.0022451336430349979 0.00015230124954294268 0.0015839406009456312 0.00049909728599421344 -0.00063361899925962922
leaf_weight=7496.2505520582199 189.83754706382751 66.979445457458496 145.42033994197845 92.323906064033508 71.326083779335022 201.03201377391815 31.082210063934326 747.86063945293427 88.16462254524231 350.71936452388763 79.00295889377594
leaf_count=3697 74 28 131 67 40 76 28 415 39 130 55
internal_value=0 0.000339431 -9.39573e-06 0.000135322 -0.000163034 -0.000338686 -0.000947974 0.00027958 0.000806588 -3.45431e-05 0.000290752
internal_weight=0 256.817 9303.18 1377.21 448.861 377.535 176.503 928.349 180.489 7925.97 429.722
internal_count=4780 102 4678 796 275 235 159 521 106 3882 185
is_linear=0
shrinkage=0.06


Tree=1008
num_leaves=12
num_cat=0
split_feature=112 145 111 118 101 134 70 38 149 39 47
split_gain=0.00837614 0.0109713 0.0230707 0.043504 0.088306 0.0406185 0.0348353 0.0458627 0.0318794 0.033571 0.0328806
threshold=0.0079489401541650313 0.00044738779251929378 0.0012357163941487672 0.01884530205279589 0.00096484774257987748 0.00017767510871635753 0.00017767510871635753 0.00044738779251929378 0.0010263677686452868 0.00052132029668428015 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -4 7 -1 9 -8 -10
right_child=-2 -3 5 4 -6 -7 8 -9 10 -11 -12
leaf_value=0.00034409800790761427 0.00026140391167557098 -4.2509040156433282e-05 -0.0017578861788655408 -0.0028655185749441982 0.00021262990216111731 0.00055063209912697367 -0.0010930390582361582 0.0015595892086549628 -0.0010419874452114767 0.0005602788501449219 0.00019245910678507687
leaf_weight=470.05987453460693 421.65668880939484 7526.4896655082703 60.131617069244385 48.937150359153748 106.20691764354706 50.328261494636536 50.140906691551208 146.54446876049042 159.11599671840668 368.76165962219238 151.62647640705109
leaf_count=189 299 3797 38 36 31 13 29 35 111 122 80
internal_value=0 -1.20849e-05 0.000129973 0.000191558 -0.000759532 -0.000706521 0.000301212 0.000633182 2.06239e-05 0.00036217 -0.000439772
internal_weight=0 9138.34 1611.85 1501.39 155.144 110.46 1346.25 616.604 729.645 418.903 310.742
internal_count=4780 4481 684 633 67 51 566 224 342 151 191
is_linear=0
shrinkage=0.06


Tree=1009
num_leaves=12
num_cat=0
split_feature=90 7 4 90 14 124 97 84 5 118 101
split_gain=0.00827226 0.0170217 0.0277796 0.008752 0.0370296 0.0111917 0.0203489 0.0293533 0.0201641 0.028428 0.0222146
threshold=0.0020932231564074759 0.00062670491752214741 0.00060774214216507982 0.0016331639490090313 0.00082683752407319855 0.02129978779703379 0.018276390619575981 0.0019071503775194289 0.0014881226234138014 0.0011261500185355546 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 8 -8 10 -10 -7
right_child=1 -3 -4 4 -6 6 7 -9 9 -11 -12
leaf_value=-2.7904598409069641e-05 0.00057511184526833428 0.00064933814974724158 -0.0015608253083624305 0.00049565001546422803 -0.0020473851954311405 0.00044047258754938487 -0.0017796430043961588 0.00032312517594634127 0.0015284227517926188 -0.00044817970328545488 -0.00018183801702975844
leaf_weight=8145.3937941789627 50.047229290008545 186.60098767280579 38.852762579917908 46.90434730052948 36.632604718208313 450.07845377922058 44.496834635734558 51.438340425491333 91.494859337806702 36.632604718208313 381.42686498165131
leaf_count=4112 37 63 35 18 33 171 32 14 42 33 190
internal_value=0 0.000323924 -0.000359081 -9.63638e-06 -0.000620636 -4.08233e-06 0.00017973 -0.000653022 0.00026304 0.000963388 0.00015502
internal_weight=0 275.501 88.9 9284.5 83.537 9200.96 1055.57 95.9352 959.633 128.127 831.505
internal_count=4780 135 72 4645 51 4594 482 46 436 75 361
is_linear=0
shrinkage=0.06


Tree=1010
num_leaves=12
num_cat=0
split_feature=9 81 27 128 1 138 147 86 106 137 9
split_gain=0.00854158 0.0208682 0.0235976 0.0268667 0.0399947 0.0229341 0.0224736 0.0211031 0.0208386 0.0208077 0.0188814
threshold=0.0016846025246195497 0.020658296532928947 0.0013560238294303419 0.0012745757703669371 0.012252715881913902 0.0017376682371832433 0.0045489775948226461 0.0036604277556762104 0.000490355829242617 0.0014881226234138014 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 6 -5 9 7 8 -4 -3 -1
right_child=1 5 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-1.2444715004653871e-05 0.00068733940664041137 -0.0020917084160404671 -0.0017916160281815227 0.00012107687788264805 0.0016639983107933805 0.00029309910133879614 -0.0011120353676449743 0.00077535455758599606 -0.00010388771665451608 -0.00038261761542305656 -0.00081490547463216657
leaf_weight=8117.093806385994 309.27173447608948 39.962841510772705 28.862052202224731 253.11204612255096 79.377668499946594 89.274701476097107 82.333195686340332 91.682214140892029 290.76105237007141 71.419761180877686 106.84860956668854
leaf_count=4038 125 36 26 131 23 40 58 26 173 32 72
internal_value=0 0.000140682 0.000240371 7.29801e-05 0.000489819 -0.000423242 -0.000207824 -2.65967e-05 -0.000256803 -0.000997147 -2.28804e-05
internal_weight=0 1336.06 1135.4 826.128 332.49 200.657 493.639 411.305 319.623 111.383 8223.94
internal_count=4780 670 562 437 154 108 283 225 199 68 4110
is_linear=0
shrinkage=0.06


Tree=1011
num_leaves=12
num_cat=0
split_feature=69 124 26 38 124 33 116 110 83 83 81
split_gain=0.00802847 0.0132633 0.00842862 0.0189241 0.0159024 0.0172102 0.0177064 0.0134976 0.0332447 0.0498236 0.0403576
threshold=0.04673989117145539 0.00017767510871635753 0.0014881226234138014 0.00064626874518580746 0.0038949446752667431 0.0053125319536775359 0.0022975050378590827 0.00017767510871635753 0.045367386192083366 0.023343417793512348 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 -4 -7 8 9 -1 -10
right_child=1 -3 3 -5 -6 6 -8 -9 10 -11 -12
leaf_value=6.7601060891985348e-05 -0.00026198803470500986 0.00094950920097306856 -0.00031410948565000044 -0.00022600185969954669 0.0010837704905508618 0.0011212905558559731 -1.3423006510605575e-05 -9.1341186965734566e-05 0.0002256594782792312 -0.00066968486484653437 0.0014838438722933997
leaf_weight=3123.1297631263733 54.581222414970398 80.300392627716064 127.01738512516022 241.91757941246033 103.79940497875214 103.70572757720947 94.637741327285767 4710.3178015947342 435.55375027656555 368.84128713607788 116.19762802124023
leaf_count=1431 33 40 74 129 45 53 61 2497 166 211 40
internal_value=0 0.000459434 -6.60105e-06 0.000198312 0.000437495 0.000231044 0.000580139 -2.23116e-05 5.80975e-05 -1.02921e-05 0.000490851
internal_weight=0 134.882 9425.12 671.078 429.16 325.361 198.343 8754.04 4043.72 3491.97 551.751
internal_count=4780 73 4707 362 233 188 114 4345 1848 1642 206
is_linear=0
shrinkage=0.06


Tree=1012
num_leaves=12
num_cat=0
split_feature=8 125 45 67 27 146 85 53 132 110 137
split_gain=0.00755494 0.0107249 0.0106214 0.00938629 0.0184635 0.0208353 0.0190763 0.0271138 0.017152 0.0199382 0.0227644
threshold=0.033603202551603324 0.0098710241727530974 0.0010263677686452868 0.0044099434744566688 0.0005375427135732026 0.028884131461381916 0.0005375427135732026 0.0037758676335215573 0.015675474889576439 0.0016846025246195497 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 -6 8 9 10 -8
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 -12
leaf_value=-2.6958865183400951e-05 0.00097706658549007023 -0.00035013442644431898 0.00010513330697629505 0.00096517454519154465 -0.00094006698927780652 0.0012374922213390491 -0.0022349239558432325 0.00088977855937599597 0.00041726943764468618 0.00044710463482127848 -0.00044396161392435736
leaf_weight=8540.5959434509277 98.436365127563477 65.775689125061035 102.78300344944 97.232608795166016 71.326083779335022 51.438340425491333 29.972131133079529 121.84170007705688 137.47648251056671 72.623517513275146 170.49781823158264
leaf_count=4371 24 35 36 31 40 14 27 37 43 25 97
internal_value=0 0.000314598 0.000531956 -9.06013e-06 0.000194085 7.95203e-05 -1.93272e-05 0.000104176 -0.000129122 -0.000404229 -0.000712708
internal_weight=0 266.995 201.219 9293 752.409 655.176 603.738 532.412 410.57 273.093 200.47
internal_count=4780 95 60 4685 314 283 269 229 192 149 124
is_linear=0
shrinkage=0.06


Tree=1013
num_leaves=12
num_cat=0
split_feature=9 28 138 46 33 117 122 47 47 75 145
split_gain=0.00805599 0.0137826 0.0258055 0.0264803 0.0183058 0.0158203 0.0127448 0.0255624 0.0505648 0.0835615 0.0404978
threshold=0.0020932231564074759 0.00039601318712811922 0.00039601318712811922 0.023343417793512348 0.0046923852059990176 0.0015833032084628942 0.00017767510871635753 0.0066005610860884198 0.0084566329605877417 0.0005375427135732026 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 -3 7 -1 9 -9 -11
right_child=1 5 4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=0.0001193498056782153 -0.0013592389155832674 -0.00093327379717947486 0.0014855139593547223 0.00068490473798921722 0.0002401005121362146 0.00010911517479756416 -0.00013620887313422873 -0.0029271037204648014 -2.0656309910703833e-05 0.00054038680617337124 -0.001003167447119866
leaf_weight=3930.400700211525 43.293078303337097 56.895057678222656 100.65652298927307 48.014426231384277 73.546241641044617 652.20649659633636 2391.798530459404 56.614025473594666 1952.6335111856461 102.59564864635468 151.3454442024231
leaf_count=1754 39 27 26 19 42 345 1233 51 1088 52 104
internal_value=0 0.000163448 0.000532095 -0.000284744 0.000960155 2.53589e-05 -1.8574e-05 2.68549e-05 -0.000133776 -0.000844788 -0.000379583
internal_weight=0 974.612 265.51 91.3075 174.203 709.102 8585.39 6193.59 2263.19 310.555 253.941
internal_count=4780 498 126 58 68 372 4282 3049 1295 207 156
is_linear=0
shrinkage=0.06


Tree=1014
num_leaves=12
num_cat=0
split_feature=99 35 118 43 22 14 31 108 81 48 10
split_gain=0.00876925 0.00922746 0.00926831 0.0151568 0.0118786 0.01402 0.009335 0.0125814 0.00922156 0.00889758 0.0177065
threshold=0.034632634371519096 0.00017767510871635753 0.00037263428384903824 0.0045489775948226461 0.00052132029668428015 0.0054799309000372895 0.0012357163941487672 0.0022975050378590827 0.0063990866765379914 0.0042751494329422721 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 5 6 7 -4 -9 -1 -11
right_child=1 2 4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-2.2073849203782388e-05 0.00098366282870508736 -0.0010958948178272981 -0.0017553874248945785 0.00027420484358130388 0.00065725736649942441 0.00050404116521089802 0.00045477453467770139 0.0004061032357662249 -0.00098089283976164274 -0.00025093345896388177 0.0011359170593081022
leaf_weight=8837.7645369768143 52.361064553260803 51.157308220863342 28.862052202224731 67.07312285900116 176.14189028739929 111.66363489627838 33.396045327186584 35.616203188896179 33.302367925643921 63.461853861808777 69.199603319168091
leaf_count=4380 31 38 26 20 94 44 22 24 30 41 30
internal_value=0 0.000224114 0.000149913 -0.000319051 0.000282292 1.01561e-05 -0.000410325 -0.000705955 -0.000264562 -1.47502e-05 0.000472794
internal_weight=0 589.574 537.213 118.23 418.982 242.84 131.177 97.7806 68.9186 8970.43 132.661
internal_count=4780 329 298 58 240 146 102 80 54 4451 71
is_linear=0
shrinkage=0.06


Tree=1015
num_leaves=12
num_cat=0
split_feature=51 71 3 147 129 51 9 137 142 2 104
split_gain=0.0081167 0.0139871 0.0207032 0.0166559 0.0152496 0.00922858 0.0332082 0.0297956 0.0516527 0.0434229 0.0418091
threshold=0.027182282879948619 0.012636432424187662 0.0011980500421486797 0.0015833032084628942 0.0021592099219560628 0.0038949446752667431 0.0012357163941487672 0.00070876078098081063 0.015675474889576439 0.00040826165059115743 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 -1 7 10 9 -9 -7
right_child=1 -3 4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=2.7016143656188199e-05 -0.00011565043988931144 0.00062701298737705732 0.0013948153622566882 -0.0018236625500034848 -0.00016538262812386946 0.00031645033588420941 0.00020985630244699317 -0.00098752385214554783 -0.0026419838312796706 0.00027595827999334196 -0.00036830560893711404
leaf_weight=6550.0464437007904 53.471143484115601 193.99683058261871 40.150196313858032 33.302367925643921 51.250985622406006 514.83774137496948 824.28278076648712 235.80512034893036 43.293078303337097 167.35493624210358 852.20805895328522
leaf_count=3168 32 102 20 30 30 197 403 172 39 78 509
internal_value=0 0.000274638 -0.000109164 -0.000772504 0.000520748 -1.11441e-05 -0.0001059 -0.000249423 -0.000674937 -0.000463104 -0.000110418
internal_weight=0 372.172 178.175 86.7735 91.4012 9187.83 2637.78 1813.5 446.453 403.16 1367.05
internal_count=4780 214 112 62 50 4566 1398 995 289 250 706
is_linear=0
shrinkage=0.06


Tree=1016
num_leaves=12
num_cat=0
split_feature=107 82 94 35 60 101 4 108 140 93 77
split_gain=0.00807362 0.0113179 0.00915752 0.030187 0.0456353 0.0273379 0.02222 0.0426343 0.0541326 0.0398978 0.0530613
threshold=0.048151826485991485 0.0012357163941487672 0.0033348383149132137 0.00057154725072905432 0.0013146653072908523 0.0019071503775194289 0.0005375427135732026 0.0068083447404205808 0.05109804309904576 0.0033348383149132137 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -5 -8 9 10 -9
right_child=1 -3 3 6 -6 -7 7 8 -10 -11 -12
leaf_value=-5.5043506061562957e-05 0.0010361269739682299 -1.6034048620644822e-05 0.00048144760156864367 0.00029210040155193358 -0.0002631390371553559 0.0019763706122459556 9.3744430786916869e-05 -0.00032029839329855182 -0.0027930861962007837 0.0001628258154313828 -0.0018273840334840086
leaf_weight=5670.8873584270477 64.478255391120911 85.569755077362061 84.740708351135254 804.30136001110077 118.32410848140717 91.775891542434692 1820.0001537799835 334.24148547649384 33.302367925643921 340.07291233539581 112.30532681941986
leaf_count=2853 50 69 44 385 50 18 823 196 30 177 85
internal_value=0 0.000436487 -6.98181e-06 6.5911e-05 0.000648487 0.00125938 1.60225e-05 -6.80976e-05 -0.00042731 -0.00032681 -0.000699651
internal_weight=0 150.048 9409.95 3739.06 294.841 176.517 3444.22 2639.92 819.922 786.62 446.547
internal_count=4780 119 4661 1808 112 62 1696 1311 488 458 281
is_linear=0
shrinkage=0.06


Tree=1017
num_leaves=12
num_cat=0
split_feature=112 99 10 31 101 120 72 86 0 20 145
split_gain=0.00802096 0.010795 0.0111193 0.00938018 0.031315 0.0316088 0.031577 0.0498532 0.0445777 0.0230998 0.0346495
threshold=0.0079489401541650313 0.023343417793512348 0.022641776129603389 0.00093549740267917525 0.0087224207818508166 0.0011615398107096555 0.0072436286136507997 0.00066645268816500913 0.0030382014811038975 0.0011615398107096555 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 7 9 -9 10 -6
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=-5.5025953465853738e-05 1.6544943593181156e-05 0.0013513617726965709 0.00083040766360713996 0.00015826807394555488 7.9844429027366683e-05 0.0012493960510250308 7.3141311098945917e-05 -0.0010276606126356337 -0.003509933813080643 0.00047084065265603066 -0.0028154002246957494
leaf_weight=6071.5743247270584 317.12191450595856 29.972131133079529 74.56264317035675 2567.3924062252045 37.836361050605774 40.243873715400696 196.40434324741364 79.00295889377594 38.852762579917908 82.614227890968323 24.421736478805542
leaf_count=2931 221 27 51 1278 26 12 88 55 35 34 22
internal_value=0 0.000255804 0.000171648 -1.18233e-05 7.37082e-05 -0.000360976 -0.000502369 -0.000932461 -0.00184826 -0.000186686 -0.00105856
internal_weight=0 421.657 391.685 9138.34 3066.77 499.376 459.132 262.728 117.856 144.872 62.2581
internal_count=4780 299 272 4481 1550 272 260 172 90 82 48
is_linear=0
shrinkage=0.06


Tree=1018
num_leaves=12
num_cat=0
split_feature=108 82 104 45 69 4 107 63 23 68 88
split_gain=0.00806018 0.0206023 0.0206275 0.0265035 0.0242552 0.0205993 0.0293164 0.0342442 0.0153876 0.0153631 0.0146787
threshold=0.021960759535431865 0.0070226341485977182 0.0042751494329422721 0.017188700847327713 0.00062670491752214741 0.0019672545604407792 0.0005893622583243997 0.0027679565828293566 0.010180860292166473 0.000490355829242617 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 8 6 -2 -8 -4 -7 -5
right_child=1 -3 3 10 -6 9 7 -9 -10 -11 -12
leaf_value=-1.8135886395667527e-05 0.00058241666322227917 0.00090696658762619146 0.00043126353865710528 -0.00076817860116742671 9.8447030004238177e-05 0.001270083358211573 -0.00068414830094869694 -0.003023648594833906 0.0016446337888667171 -0.00017388122313215644 0.00024095306623002732
leaf_weight=8627.0228450298309 41.26027524471283 118.32410848140717 62.445452332496643 97.780623316764832 150.51639747619629 35.803557991981506 90.103748202323914 29.972131133079529 94.918773531913757 101.48556971549988 110.36620116233826
leaf_count=4271 21 50 32 80 79 8 65 27 37 51 59
internal_value=0 0.000167502 5.99999e-05 0.000289657 0.000643133 -0.000336813 -0.000796299 -0.00127014 0.00116372 0.00020334 -0.000233245
internal_weight=0 932.977 814.653 516.027 307.881 298.625 161.336 120.076 157.364 137.289 208.147
internal_count=4780 509 459 287 148 172 113 92 69 59 139
is_linear=0
shrinkage=0.06


Tree=1019
num_leaves=12
num_cat=0
split_feature=116 18 28 129 117 89 19 19 30 32 54
split_gain=0.00881838 0.0157646 0.0251131 0.0301835 0.0267527 0.021566 0.0197915 0.0301971 0.023495 0.0194584 0.0159658
threshold=0.012636432424187662 0.0012357163941487672 0.00747153488919139 0.0038949446752667431 0.0012357163941487672 0.00038414125447161501 0.0011615398107096555 0.00046126570669002836 0.00038414125447161501 0.00038414125447161501 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 8 -6 -8 -11
right_child=1 -3 -4 5 6 -7 9 -9 -10 10 -12
leaf_value=-2.2521565687888717e-05 -0.0012063498817513488 -0.00020019050385926783 -0.00098438073984086303 0.0018641016740796516 0.00077863537807120137 0.00055356628427954274 0.0010235714506278556 -0.001549301418305318 -0.0011613519053347158 0.0007974050401393756 -0.00011624030936758665
leaf_weight=8294.8937901258469 47.82707142829895 342.29307019710541 53.471143484115601 68.183201789855957 80.394070029258728 134.14624571800232 150.89110708236694 48.937150359153748 31.082210063934326 103.79940497875214 204.08121836185455
leaf_count=4182 35 179 32 21 32 40 47 36 28 45 103
internal_value=0 0.000147534 0.000276521 0.00035418 0.0001594 0.000995908 0.000265071 -0.000308456 0.000237165 0.000465633 0.000191947
internal_weight=0 1265.11 922.813 869.342 667.012 202.329 619.185 160.413 111.476 458.772 307.881
internal_count=4780 598 419 387 326 61 291 96 60 195 148
is_linear=0
shrinkage=0.06


Tree=1020
num_leaves=12
num_cat=0
split_feature=62 99 113 52 83 149 31 124 70 137 82
split_gain=0.0080631 0.02076 0.0361171 0.0269793 0.0210242 0.0198297 0.0299566 0.0281586 0.02356 0.0223983 0.0344957
threshold=0.0011980500421486797 0.0056525857653468856 0.0020932231564074759 0.00899649551138282 0.0054799309000372895 0.0035485138650983576 0.00060774214216507982 0.00747153488919139 0.0068083447404205808 0.00064626874518580746 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 -4 8 -8 10 -7
right_child=1 3 5 -5 -6 9 7 -9 -10 -11 -12
leaf_value=-2.4278805019826736e-05 0.00038378008021973083 -9.0059524501762876e-05 8.3238520197170474e-05 -0.0017163535479770261 0.0014376124926321137 -0.001773705398370464 -0.0028833262481586844 0.00020922398651071022 -0.00050385273589639596 0.0006460048016184404 0.00012072057805660403
leaf_weight=8007.477024435997 160.78814005851746 236.17982995510101 178.64308035373688 43.386755704879761 118.32410848140717 37.74268364906311 38.852762579917908 32.285966396331787 24.421736478805542 277.8148148059845 404.08278071880341
leaf_count=3915 64 140 72 31 50 34 35 21 22 129 267
internal_value=0 0.000125122 0.000227943 -0.000342972 0.000830886 5.85456e-05 -0.00037555 -0.00123241 -0.00196718 0.000223978 -4.14744e-05
internal_weight=0 1552.52 1272.96 279.567 279.112 993.844 274.204 95.5605 63.2745 719.64 441.825
internal_count=4780 865 694 171 114 580 150 78 57 430 301
is_linear=0
shrinkage=0.06


Tree=1021
num_leaves=12
num_cat=0
split_feature=34 99 100 30 5 58 5 101 121 116 117
split_gain=0.00848542 0.0120421 0.0139343 0.0204572 0.0157945 0.0135957 0.0230267 0.0624269 0.0267437 0.0300906 0.0201498
threshold=0.02636832278221846 0.017188700847327713 0.0016331639490090313 0.00075379351619631063 0.00075379351619631063 0.044033329933881767 0.00075379351619631063 0.0011261500185355546 0.0053125319536775359 0.0022975050378590827 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 10 7 -7 9 -8 -1
right_child=-2 2 3 4 -6 6 8 -9 -10 -11 -12
leaf_value=7.0808792190120337e-05 0.00016309639360878684 -2.6073968042452252e-05 0.00010514966819654099 0.0014422114842920302 0.00028183061612442004 -0.00042947167421621829 3.1952135626004325e-05 0.0021128989372898215 0.00038546020682991118 -0.0025217293051700397 -0.00013867992911518161
leaf_weight=2579.1629872322083 1024.9400849342346 552.01836061477661 277.44010519981384 97.138931393623352 74.749997973442078 65.588334321975708 38.946439981460571 73.827273845672607 145.05968022346497 28.862052202224731 4602.2654356956482
leaf_count=1135 511 279 161 39 35 51 27 18 66 26 2432
internal_value=0 -1.96064e-05 0.000175867 0.00042391 0.000938049 -4.55898e-05 0.000318278 0.000917385 -7.43471e-05 -0.00105711 -6.34435e-05
internal_weight=0 8535.06 1001.35 449.329 171.889 7533.71 352.284 139.416 212.868 67.8085 7181.43
internal_count=4780 4269 514 235 74 3755 188 69 119 53 3567
is_linear=0
shrinkage=0.06


Tree=1022
num_leaves=12
num_cat=0
split_feature=63 59 141 10 116 11 26 117 80 20 75
split_gain=0.00802045 0.0277962 0.0421419 0.153599 0.0306338 0.0460599 0.0220303 0.0363302 0.036026 0.0606234 0.0432114
threshold=0.0027679565828293566 0.031632266007363803 0.0034400182776153092 0.00068727668258361529 0.0019672545604407792 0.064669914543628707 0.00066645268816500913 0.034632634371519096 0.01884530205279589 0.00055427959887310873 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 8 10 -10 -2
right_child=6 2 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=7.4061669932163273e-05 -0.0011446489516344384 -0.0018017191717652088 0.0007395692609543698 -0.0044815210237197948 0.00077632414022695722 0.00046876303647837856 0.00017697244350220958 0.0004442160496616094 -0.0011717284755170464 0.0010605601858163227 -0.00022504383462453837
leaf_weight=5552.1744904518127 202.5964298248291 64.665610194206238 43.667787909507751 37.74268364906311 88.351977348327637 63.836563467979431 968.32605946063995 320.55987858772278 59.021538138389587 168.93340218067169 1990.1232624053955
leaf_count=2932 134 34 7 34 23 9 460 119 37 39 952
internal_value=0 4.37458e-05 -0.000520418 -0.00168351 -8.32016e-05 -0.000674315 -6.90309e-05 -0.000155933 -0.000235424 0.000482321 -0.000310059
internal_weight=0 5850.44 298.265 81.4105 216.854 128.502 3709.56 2741.23 2420.67 227.955 2192.72
internal_count=4780 3039 107 41 66 43 1741 1281 1162 76 1086
is_linear=0
shrinkage=0.06


Tree=1023
num_leaves=12
num_cat=0
split_feature=75 131 124 132 79 10 60 113 89 16 81
split_gain=0.00763971 0.0169734 0.0261282 0.0233576 0.015524 0.0301724 0.0319367 0.0155174 0.0160226 0.015035 0.0147415
threshold=0.023343417793512348 0.0063990866765379914 0.0045489775948226461 0.0035485138650983576 0.0058306583669036635 0.0058306583669036635 0.0013146653072908523 0.00042089859198313212 0.0030382014811038975 0.0016331639490090313 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 -4 6 9 -3 -9 -6 -1
right_child=1 7 4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=2.7063894550227304e-05 0.00042132045183107476 -0.0013460553793396652 0.00037346854321199536 0.0016926494837870649 -0.0012560710533227493 0.0005173597831112177 -0.0028946911011917065 -0.00069985127790372686 0.0010201595303514644 0.00052069504079950435 -0.00015698405416267577
leaf_weight=6808.6667348146439 189.93122446537018 44.496834635734558 167.72964584827423 71.607115983963013 37.74268364906311 68.089524388313293 26.641894340515137 44.403157234191895 34.599801659584045 31.269564867019653 2034.8215017318726
leaf_count=3595 66 32 46 16 34 29 24 40 15 12 871
internal_value=0 0.000188403 0.000321673 0.000769914 -3.21227e-05 -0.000447562 -0.00113424 -0.000451263 5.37748e-05 -0.000451427 -1.52855e-05
internal_weight=0 716.511 593.012 261.538 331.473 163.744 95.6541 123.5 79.003 69.0122 8843.49
internal_count=4780 314 227 82 145 99 70 87 55 46 4466
is_linear=0
shrinkage=0.06


Tree=1024
num_leaves=12
num_cat=0
split_feature=37 108 142 24 54 79 137 0 82 45 20
split_gain=0.008473 0.0325398 0.0370482 0.0412325 0.0219771 0.0329045 0.0295198 0.0374468 0.0273051 0.0266293 0.0415807
threshold=0.0023699469165876512 0.00093549740267917525 0.0070226341485977182 0.0049928687512874612 0.0062037324532866487 0.00082683752407319855 0.0005893622583243997 0.0026833302108570938 0.0087224207818508166 0.0010263677686452868 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 6 7 -6 9 -3 -11
right_child=1 4 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-3.0528352361710159e-05 -4.645754978114525e-05 0.00041561789799553336 -0.0027498687716490319 6.3752706435173307e-05 0.0005826191173214087 8.9260000536821031e-05 -0.00017825089185929694 0.0022286790485271189 0.00076303215004240783 -0.0011308611481750496 -2.996487111158466e-05
leaf_weight=7400.7697141170502 171.51421976089478 320.65355598926544 46.716992497444153 31.269564867019653 107.22331917285919 318.60670304298401 59.115215539932251 92.88597047328949 170.68517303466797 150.32904267311096 690.23021245002747
leaf_count=3708 106 111 34 12 40 190 29 19 81 95 355
internal_value=0 0.000104555 -0.000539716 -0.00162308 0.000188751 0.000497736 0.000999556 0.00134741 5.46739e-05 -4.95035e-05 -0.000226965
internal_weight=0 2159.23 249.501 77.9866 1909.73 577.831 259.225 200.109 1331.9 1161.21 840.559
internal_count=4780 1072 152 46 920 278 88 59 642 561 450
is_linear=0
shrinkage=0.06


Tree=1025
num_leaves=12
num_cat=0
split_feature=34 19 149 91 70 81 88 141 99 80 76
split_gain=0.00767945 0.0117165 0.0192353 0.0262229 0.0140471 0.0133033 0.028513 0.0354488 0.0645074 0.076706 0.0314571
threshold=0.02636832278221846 0.086341444402933135 0.0010263677686452868 0.0018488886416889729 0.0022272822679951791 0.013860232196748258 0.1242329850792885 0.0030382014811038975 0.010500331409275534 0.00050559637020342063 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1 7 8 9 -7 -9
right_child=-2 2 3 -5 -6 6 -8 10 -10 -11 -12
leaf_value=-1.2616631773173901e-06 0.00015515727722820437 0.0013689267203851631 0.00060473172758142052 -0.001369180416319011 0.00021030870451727105 -8.2094749738085638e-05 0.0011834527213556321 7.8368560132350976e-05 0.00031409572145545887 -0.0030776188652345384 -0.00081446259699231372
leaf_weight=7196.8618006706238 1024.9400849342346 78.267589569091797 54.768577218055725 43.293078303337097 72.623517513275146 52.454741954803467 49.218182563781738 648.79663228988647 82.614227890968323 74.375288367271423 181.78596234321594
leaf_count=3686 511 22 17 39 25 23 12 253 34 67 91
internal_value=0 -1.86522e-05 0.000386832 -0.000267235 0.000811795 -3.08394e-05 -0.000226247 -0.000293067 -0.000990439 -0.00183976 -0.000117116
internal_weight=0 8535.06 248.953 98.0617 150.891 8286.11 1089.25 1040.03 209.444 126.83 830.583
internal_count=4780 4269 103 56 47 4166 480 468 124 90 344
is_linear=0
shrinkage=0.06


Tree=1026
num_leaves=12
num_cat=0
split_feature=112 112 141 140 27 22 91 29 77 112 43
split_gain=0.00804084 0.0151701 0.0293024 0.0354518 0.0406535 0.0548881 0.0352751 0.0299768 0.0301002 0.0195829 0.0192997
threshold=0.0033348383149132137 0.0011615398107096555 0.00046126570669002836 0.01884530205279589 0.0010585968848317864 0.00047558375808876013 0.0031340263085439806 0.0017376682371832433 0.0026833302108570938 0.0016846025246195497 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 7 -5 6 -6 8 -4 -3 -1
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-1.077091239371223e-05 0.00016150771850576318 -0.0005403176427467173 -2.638888861818985e-05 -0.0002326855498986259 -0.0042475149269896647 -0.00043547245473077751 -0.0013182402400101362 2.4208771539903942e-05 -0.0025955903057557606 0.001084129059187291 0.0004517147379636935
leaf_weight=7244.2626347541809 994.03117978572845 37.836361050605774 32.285966396331787 127.20473992824554 35.522525787353516 56.801380276679993 25.531815409660339 542.85669696331024 33.302367925643921 90.384780406951904 339.97923493385315
leaf_count=3470 564 26 21 58 32 35 23 295 30 41 185
internal_value=0 -1.8762e-05 -0.000240681 -0.000367742 -0.000976899 -0.00177927 -0.0030267 -0.000122274 -0.00133286 0.000604729 9.96664e-06
internal_weight=0 8565.97 981.727 853.505 245.06 117.856 61.0543 608.445 65.5883 128.221 7584.24
internal_count=4780 4216 561 494 148 90 55 346 51 67 3655
is_linear=0
shrinkage=0.06


Tree=1027
num_leaves=12
num_cat=0
split_feature=124 104 25 125 144 131 7 24 17 37 85
split_gain=0.00826602 0.0291192 0.0352477 0.0520752 0.0509328 0.0583633 0.056063 0.0554323 0.0553333 0.0455729 0.0609263
threshold=0.00073092587990686308 0.00075379351619631063 0.0014881226234138014 0.0041444667149335155 0.0032328735105693345 0.00017767510871635753 0.00062670491752214741 0.0072436286136507997 0.0046923852059990176 0.00044738779251929378 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 9 -7 8 -8 -4 -11
right_child=-2 2 4 -5 -6 6 7 -9 -10 10 -12
leaf_value=0.00018798785087552491 4.5204173854416523e-05 -0.00017959709824192635 -0.0021817750136844355 0.00065958389039773844 0.00080108261791888224 0.00045636351992605457 -0.0028866686118159614 0.00033333380150012143 -0.00047420155098734852 -0.0014836277942108255 0.001496810472337768
leaf_weight=1119.6855535507202 5769.2300461530685 1597.0194938182831 134.41322803497314 319.35612225532532 91.682214140892029 198.71817851066589 67.714814782142639 78.173912167549133 69.199603319168091 79.00295889377594 35.803557991981506
leaf_count=467 2885 897 113 126 26 82 61 30 30 55 8
internal_value=0 -6.88473e-05 -0.000176512 -3.97239e-05 -0.000523798 -0.000707094 -0.0002701 -0.000941173 -0.00166859 -0.00143228 -0.000553655
internal_weight=0 3790.77 2671.08 1916.38 754.708 663.026 413.807 215.088 136.914 249.22 114.807
internal_count=4780 1895 1428 1023 405 379 203 121 91 176 63
is_linear=0
shrinkage=0.06


Tree=1028
num_leaves=12
num_cat=0
split_feature=116 65 102 38 65 102 92 140 45 56 107
split_gain=0.00787785 0.0153628 0.0265097 0.0223655 0.0605922 0.0207772 0.0191439 0.0314979 0.0183687 0.0183841 0.01774
threshold=0.012636432424187662 0.00043393640953581786 0.00062670491752214741 0.00037263428384903824 0.00087947337306104611 0.0036604277556762104 0.002945306478068233 0.011880517937242987 0.0035485138650983576 0.0010585968848317864 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 -7 -8 -6 -10 -4
right_child=1 3 10 5 8 6 7 -9 9 -11 -12
leaf_value=-2.129233322070448e-05 -0.00091773319357091462 -0.0025465215062107928 -9.9055129120733887e-05 0.00051749477359411646 -0.00085702951830177719 5.5292843738145321e-05 8.4246804717540968e-05 -0.0030018085347765979 -0.00024485599650407613 0.0014314287331996588 0.00066092047156195328
leaf_weight=8294.8937901258469 54.393867611885071 44.403157234191895 148.57727181911469 255.89426839351654 60.225294470787048 126.09466099739075 25.531815409660339 22.201578617095947 54.487545013427734 41.353952646255493 431.94248127937317
leaf_count=4182 49 40 53 85 30 57 23 20 41 13 187
internal_value=0 0.000139439 0.000347721 -7.04258e-05 -0.000593591 0.000173718 -0.000332367 -0.0013544 -3.66804e-05 0.00047917 0.00046643
internal_weight=0 1265.11 634.914 630.192 200.47 429.722 173.828 47.7334 156.067 95.8415 580.52
internal_count=4780 598 289 309 124 185 100 43 84 54 240
is_linear=0
shrinkage=0.06


Tree=1029
num_leaves=12
num_cat=0
split_feature=112 51 37 45 142 110 91 35 131 75 69
split_gain=0.00736844 0.0083549 0.00796561 0.03018 0.0428301 0.0688713 0.0552504 0.0419488 0.0314443 0.0423543 0.029009
threshold=0.015923793427646164 0.0068083447404205808 0.0023699469165876512 0.0026833302108570938 0.010180860292166473 0.0021592099219560628 0.0035485138650983576 0.002945306478068233 0.0015349716995842757 0.0072436286136507997 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 8 6 7 -6 10 -10 -4
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-3.8445811609967589e-05 0.00017466178976781473 0.0011490888553348888 -0.0001893436803342374 0.00029840983399174082 -0.0044024106654412896 0.00029585115201615289 -0.00056227458820119346 -0.0013212096720592204 0.00069007665472193679 -0.00068995243084827283 -0.0019812365095855989
leaf_weight=7200.580796957016 192.32468724250793 37.836361050605774 231.64583683013916 1168.7960088253021 35.522525787353516 103.8930823802948 66.979445457458496 28.955729603767395 352.20415306091309 103.51837277412415 37.74268364906311
leaf_count=3560 149 26 144 584 32 37 28 18 99 69 34
internal_value=0 0.000335278 -8.29802e-06 9.36508e-05 -0.000155528 -0.000858627 -0.00177056 -0.0030229 7.27653e-05 0.000376517 -0.000441039
internal_weight=0 230.161 9329.84 2129.26 960.462 235.351 131.458 64.4783 725.111 455.723 269.389
internal_count=4780 175 4605 1045 461 115 78 50 346 168 178
is_linear=0
shrinkage=0.06


Tree=1030
num_leaves=12
num_cat=0
split_feature=99 2 117 101 146 82 62 33 36 113 31
split_gain=0.00789296 0.00879535 0.0123561 0.0160126 0.0131145 0.0106258 0.00847044 0.0264671 0.0409427 0.0533548 0.0532221
threshold=0.034632634371519096 0.0012745757703669371 0.0063990866765379914 0.0022272822679951791 0.015675474889576439 0.0012357163941487672 0.0011980500421486797 0.0070226341485977182 0.0020932231564074759 0.0084566329605877417 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -5 7 -1 9 10 -9
right_child=1 -3 3 5 -6 -7 -8 8 -10 -11 -12
leaf_value=2.7685242194728575e-06 0.00014828736426714451 -0.00071553819902715201 0.00095151799521947696 -0.00072941714981529049 -0.0010224238836997706 0.00037183282918788545 0.00011715791406424998 -0.0010540377518132545 0.00044062435656650573 0.00062809564259383856 0.00027926245397714679
leaf_weight=6551.9059418439865 184.00612020492554 34.506124258041382 153.84663426876068 41.166597843170166 42.276676774024963 133.77153611183167 1479.992819070816 488.82348906993866 193.07410645484924 118.41778588294983 138.21185183525085
leaf_count=3105 93 23 82 29 30 72 832 311 85 42 76
internal_value=0 0.000212612 0.00027043 0.000505223 -7.0793e-05 0.000112417 -1.40033e-05 -3.99199e-05 -0.000337899 -0.00053957 -0.000760153
internal_weight=0 589.574 555.068 328.785 226.283 174.938 8970.43 7490.43 938.527 745.453 627.035
internal_count=4780 329 306 183 123 101 4451 3619 514 429 387
is_linear=0
shrinkage=0.06


Tree=1031
num_leaves=12
num_cat=0
split_feature=124 53 52 144 53 104 78 42 132 75 131
split_gain=0.00729041 0.0209318 0.0258457 0.03027 0.0209432 0.0165897 0.0316778 0.0159709 0.0154025 0.0151006 0.0221842
threshold=0.02129978779703379 0.0033348383149132137 0.0060143163427710542 0.0017376682371832433 0.00244467705488205 0.0010918468469753864 0.019431582652032379 0.0031340263085439806 0.0022272822679951791 0.023343417793512348 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 -3 5 -2 -7 -6 -4 -1 -11
right_child=1 2 8 -5 7 6 -8 -9 -10 10 -12
leaf_value=-3.8640083005219759e-05 0.00024415516060192582 0.0018494786373498084 0.0003165963321138362 0.00041684186921492052 -0.0021997522823599554 -2.7369991169678358e-05 -0.0019010493597650577 -7.0896581290510227e-05 -0.0015191171107936505 0.00047701558963848752 -0.0006474186079047455
leaf_weight=7981.0880625247955 422.60751271247864 64.759287595748901 32.285966396331787 293.262242436409 27.751973271369934 152.64287793636322 41.166597843170166 23.311657547950745 33.396045327186584 413.25849425792694 74.468965768814087
leaf_count=4061 122 26 21 151 25 89 29 21 22 154 59
internal_value=0 0.000145937 0.000475717 0.000676423 -6.34402e-05 3.33743e-05 -0.000426129 -0.00122992 -0.000617663 -1.88327e-05 0.000305233
internal_weight=0 1091.18 423.704 358.022 667.481 616.417 193.809 51.0636 65.682 8468.82 487.727
internal_count=4780 506 220 177 286 240 118 46 43 4274 213
is_linear=0
shrinkage=0.06


Tree=1032
num_leaves=12
num_cat=0
split_feature=69 67 113 107 147 36 88 124 92 60 37
split_gain=0.00755425 0.0128904 0.0121313 0.00785376 0.0308387 0.0463691 0.0361128 0.0808957 0.0865076 0.0372044 0.0270467
threshold=0.04673989117145539 0.00037263428384903824 0.0023699469165876512 0.00046126570669002836 0.05109804309904576 0.00017767510871635753 0.00055427959887310873 0.00899649551138282 0.002945306478068233 0.0011261500185355546 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 8 10 -10 -8
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=7.3942913590186458e-05 0.00086065523650432209 0.0011079614196445021 -0.00068959556950348993 1.7156503965096779e-05 0.0017278931780077165 2.9593912636548634e-06 -0.0035290537065957393 2.699653705326302e-05 0.00013652144173617069 -0.0016882488933073396 -0.001454514491891137
leaf_weight=541.19860351085663 30.065808534622192 59.208892941474915 45.606913566589355 7953.0550570487976 71.513438582420349 259.03715038299561 63.27449905872345 330.73794376850128 106.11324024200439 64.665610194206238 35.522525787353516
leaf_count=245 19 21 33 4060 24 104 57 112 39 34 32
internal_value=0 0.000445654 -7.33367e-05 -6.40763e-06 -0.000133709 0.000376552 -0.000281487 -0.000601875 -0.00137315 -0.000555014 -0.00278538
internal_weight=0 134.882 75.6727 9425.12 1472.06 330.551 1141.51 600.314 269.576 170.779 98.797
internal_count=4780 73 52 4707 647 128 519 274 162 73 89
is_linear=0
shrinkage=0.06


Tree=1033
num_leaves=12
num_cat=0
split_feature=9 10 19 52 144 9 67 138 108 79 95
split_gain=0.0073808 0.0154202 0.0158435 0.0376387 0.0213565 0.0163577 0.0155597 0.0125225 0.0322997 0.0200531 0.0110353
threshold=0.0020932231564074759 0.0020292587578296666 0.0063990866765379914 0.012636432424187662 0.0013146653072908523 0.0030382014811038975 0.00040826165059115743 0.0011261500185355546 0.0026833302108570938 0.002945306478068233 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 10 -2 -7 8 -3 -9 -4
right_child=1 7 3 -5 -6 6 -8 9 -10 -11 -12
leaf_value=-1.7788931832199923e-05 -0.00056596006334888919 -0.0016273832175283519 -9.1013138218334704e-05 -0.0023611951829188181 0.00057289168139861534 0.0010034540420639601 -6.3283427496663513e-05 0.0012790295664627048 0.00034060146711375067 0.00021932974773207327 -0.0016486885809845831
leaf_weight=8585.3878601789474 75.860076904296875 34.412446856498718 31.17588746547699 33.302367925643921 74.749997973442078 98.436365127563477 98.342687726020813 111.56995749473572 230.72311270236969 151.62647640705109 34.412446856498718
leaf_count=4282 36 31 20 30 35 24 32 52 127 80 31
internal_value=0 0.000156438 -0.000103228 -0.000551024 -0.000120094 0.000182066 0.000470578 0.000375755 8.46557e-05 0.000668856 -0.00090955
internal_weight=0 974.612 446.28 173.641 140.338 272.639 196.779 528.332 265.136 263.196 65.5883
internal_count=4780 498 208 116 86 92 56 290 158 132 51
is_linear=0
shrinkage=0.06


Tree=1034
num_leaves=12
num_cat=0
split_feature=119 29 65 96 47 100 67 58 57 128 96
split_gain=0.00741085 0.0157032 0.0144969 0.00791594 0.0265417 0.0254905 0.014496 0.0137853 0.0189387 0.0137951 0.0124639
threshold=0.0034400182776153092 0.021960759535431865 0.000490355829242617 0.018276390619575981 0.0020292587578296666 0.0037758676335215573 0.00017767510871635753 0.0095705352723598498 0.00038414125447161501 0.00017767510871635753 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 10 5 6 -5 8 9 -6 -1
right_child=1 -3 -4 4 7 -7 -8 -9 -10 -11 -12
leaf_value=8.7999874416132477e-07 0.00063308578908945266 0.001394928428139741 -0.0010988270587234323 0.00087338425070199795 0.00092419179071965033 -0.0015810105508104347 -0.00034923701982249799 -0.00032901566865159931 0.0016585489051009611 -0.00018188875685274343 -0.00027617549542429423
leaf_weight=8338.0135635137558 43.480433106422424 42.370354175567627 28.862052202224731 52.454741954803467 96.028852462768555 43.386755704879761 103.8930823802948 46.810669898986816 65.963043928146362 70.216004848480225 628.52012944221497
leaf_count=4140 23 22 26 23 38 31 37 26 19 39 356
internal_value=0 0.000479119 -5.84482e-05 -5.8501e-06 0.000231836 -0.000296099 6.12489e-05 0.000609727 0.000799028 0.000457194 -1.85434e-05
internal_weight=0 114.713 72.3425 9445.29 478.753 199.735 156.348 279.019 232.208 166.245 8966.53
internal_count=4780 71 49 4709 213 91 60 122 96 77 4496
is_linear=0
shrinkage=0.06


Tree=1035
num_leaves=12
num_cat=0
split_feature=90 6 115 50 34 117 1 19 117 20 29
split_gain=0.00733192 0.0132769 0.0101928 0.0111555 0.00891303 0.0193294 0.0384705 0.0367524 0.0427533 0.031024 0.0253252
threshold=0.0020932231564074759 0.00099512818269431613 0.0038949446752667431 0.0033348383149132137 0.00077738583786413084 0.0036604277556762104 0.0098710241727530974 0.00077738583786413084 0.0084566329605877417 0.0010263677686452868 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1 8 -7 10 -9
right_child=1 -3 -4 -5 -6 7 -8 9 -10 -11 -12
leaf_value=7.7657417452867052e-05 0.00062610695309634954 0.00079640299709445635 -0.00089126350205730696 -0.00059575996437977391 -3.4475681986774641e-05 0.001856771144629342 -0.001471915600238584 -0.00016362031577186808 -0.00011056501018599462 0.00078585372844358831 -0.0021349734635547814
leaf_weight=965.46420967578888 81.410471558570862 115.08754909038544 38.946439981460571 40.056518912315369 7824.0048688650131 109.63083183765411 61.241696000099182 123.59347093105316 62.351774930953979 109.34979963302612 28.862052202224731
leaf_count=417 41 39 27 28 3968 26 39 79 40 50 26
internal_value=0 0.000304954 -4.7909e-05 0.00022301 -9.07614e-06 0.000126985 -1.4907e-05 0.000462745 0.00114387 1.50419e-05 -0.000537981
internal_weight=0 275.501 160.413 121.467 9284.5 1460.49 1026.71 433.788 171.983 261.805 152.456
internal_count=4780 135 96 69 4645 677 456 221 66 155 105
is_linear=0
shrinkage=0.06


Tree=1036
num_leaves=12
num_cat=0
split_feature=48 110 85 51 50 3 112 86 35 94 144
split_gain=0.00728174 0.0168759 0.0182855 0.00869447 0.0125028 0.0106549 0.0124003 0.00875913 0.00843753 0.0288282 0.028657
threshold=0.0042751494329422721 0.0048403022810816774 0.0053125319536775359 0.045367386192083366 0.018276390619575981 0.00244467705488205 0.00062670491752214741 0.00040826165059115743 0.00057154725072905432 0.0037758676335215573 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 5 6 7 -5 9 10 -1
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00020231735338715491 -0.00099183960845725637 0.0014093060783924689 0.00069423366624998698 -7.1744846690899226e-06 0.0014777091536207351 0.0011062445929586457 0.00083575098477103524 -0.0016502369139415763 -4.0947070174887249e-05 0.00070450409583011392 0.00033264278154822096
leaf_weight=922.61141860485077 39.962841510772705 43.480433106422424 54.768577218055725 23.311657547950745 33.396045327186584 28.955729603767395 24.421736478805542 23.311657547950745 7526.3163605928421 247.93636107444763 591.52686500549316
leaf_count=532 36 23 17 21 22 18 22 21 3716 94 258
internal_value=0 0.000432167 -1.73392e-05 -6.36717e-06 0.000474404 0.000138201 -0.000257343 -0.000830479 -1.32769e-05 0.000104906 6.68314e-06
internal_weight=0 138.212 94.7314 9421.79 133.397 100.001 71.0451 46.6233 9288.39 1762.07 1514.14
internal_count=4780 76 53 4704 104 82 64 42 4600 884 790
is_linear=0
shrinkage=0.06


Tree=1037
num_leaves=12
num_cat=0
split_feature=77 106 18 128 38 65 45 114 83 129 24
split_gain=0.00733061 0.0528743 0.0778898 0.0385751 0.0318369 0.0290801 0.0288624 0.0260117 0.0241518 0.0157837 0.0236874
threshold=0.020035739988088611 0.0016331639490090313 0.00075379351619631063 0.012636432424187662 0.0026012937305495147 0.014293605927377941 0.0014427106943912806 0.0066005610860884198 0.023343417793512348 0.00093549740267917525 0.014293605927377941
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 9 -6 -3 8 -8 10 -2
right_child=1 2 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-1.9773206083281789e-05 -0.0010242046572752027 0.0017400956389390359 -0.0020934458009822564 0.00053726803267542371 -0.0021181205963515426 -6.1031049503494862e-05 -0.0010112074172031376 0.0013532580863677708 0.0011443945972593474 0.00015772794554207951 0.00055068509118609272
leaf_weight=8376.0091795921326 108.052365899086 150.98478448390961 45.606913566589355 35.709880590438843 52.26738715171814 46.90434730052948 48.937150359153748 78.267589569091797 30.159485936164856 536.7723376750946 50.328261494636536
leaf_count=4344 65 39 33 16 39 18 36 22 11 144 13
internal_value=0 0.00013972 0.000712095 -0.000938939 -0.00014112 -0.00114624 0.00114766 0.000578504 -0.000188871 2.41596e-06 -0.000523724
internal_weight=0 1183.99 389.666 81.3168 794.325 99.1717 308.349 157.364 79.0966 695.153 158.381
internal_count=4780 436 157 49 279 57 108 69 47 222 78
is_linear=0
shrinkage=0.06


Tree=1038
num_leaves=12
num_cat=0
split_feature=26 58 62 92 103 78 132 114 87 23 52
split_gain=0.00780465 0.0188839 0.0340283 0.0196207 0.0171347 0.041959 0.0347751 0.0383376 0.0528624 0.0371142 0.0245226
threshold=0.00087947337306104611 0.0013560238294303419 0.00070876078098081063 0.0041444667149335155 0.00017767510871635753 0.048151826485991485 0.00043393640953581786 0.0019071503775194289 0.0011615398107096555 0.0014881226234138014 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 9 8 -8 -6 -11
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=1.8694010019329893e-05 -0.0007915879985775484 0.00026545540069191899 -0.0016379710267825892 0.00061093590051276056 0.00075531461664212428 -0.0019325595173467504 0.0016931967937354471 -0.00017750492908435146 -0.0001943544370578484 -0.00026356446438096683 -0.00097999659205229056
leaf_weight=7008.9118515253067 56.801380276679993 918.45213508605957 55.503946542739868 97.232608795166016 89.368378877639771 49.030827760696411 118.51146328449249 343.02843952178955 97.138931393623352 446.07842528820038 279.94129526615143
leaf_count=3355 35 504 50 31 32 28 34 212 39 321 139
internal_value=0 0.000148196 -0.00036566 9.35649e-05 -1.98473e-05 -0.000209655 -0.000148041 0.000216591 0.00084326 -0.000397872 -0.000539906
internal_weight=0 1127.99 209.538 154.034 8432.01 1423.1 1374.07 558.679 215.65 815.388 726.02
internal_count=4780 620 116 66 4160 805 777 285 73 492 460
is_linear=0
shrinkage=0.06


Tree=1039
num_leaves=12
num_cat=0
split_feature=99 2 8 70 132 40 99 107 104 135 127
split_gain=0.00762995 0.0122567 0.0121091 0.0211025 0.012306 0.0118581 0.0269018 0.0099955 0.00983317 0.00892124 0.0264833
threshold=0.023343417793512348 0.00087947337306104611 0.012252715881913902 0.00017767510871635753 0.00080172589514404546 0.013439828064292671 0.11759182065725328 0.0016331639490090313 0.00017767510871635753 0.0018488886416889729 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 5 7 6 -2 8 -4 -1 -11
right_child=1 -3 4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-5.2309513217757988e-05 -0.0017148739201867723 -0.00072423152418814676 -0.00031648787935810652 0.00066761607954683516 0.00058101537536275362 0.00063032310869496342 0.00038434628702528796 0.00017199713422722895 -0.001558267794325811 0.00013966969796124756 -0.00064381086561859479
leaf_weight=6443.1041567325592 42.1829993724823 50.047229290008545 64.759287595748901 343.30947172641754 68.089524388313293 39.133794784545898 45.700590968132019 71.138728976249695 35.522525787353516 2189.937469959259 167.07390403747559
leaf_count=3104 38 37 26 188 29 11 25 56 32 1132 102
internal_value=0 0.00018238 0.000246394 0.000423209 -0.00010085 -0.000237393 -0.000624056 -0.000371872 -0.000757474 -1.57709e-05 8.41087e-05
internal_weight=0 759.884 709.837 470.327 239.51 127.017 87.8836 171.421 100.282 8800.12 2357.01
internal_count=4780 442 405 262 143 74 63 114 58 4338 1234
is_linear=0
shrinkage=0.06


Tree=1040
num_leaves=12
num_cat=0
split_feature=116 0 32 37 96 53 137 71 8 141 116
split_gain=0.00719709 0.0161509 0.0353695 0.0194375 0.0215246 0.0177211 0.0173089 0.0301046 0.0184571 0.0304572 0.0178573
threshold=0.012636432424187662 0.0087224207818508166 0.00038414125447161501 0.00050559637020342063 0.0048403022810816774 0.0033348383149132137 0.0058306583669036635 0.0022975050378590827 0.004017772153019906 0.0023699469165876512 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -5 7 -2 9 10 -9
right_child=1 2 3 5 -6 -7 -8 8 -10 -11 -12
leaf_value=-2.0350814709808612e-05 -0.00096114138132114544 0.0014064138504830737 -0.0002305576386213738 -0.0013658073828760283 0.00092670401403985834 1.8176933694629903e-05 0.00059633064551223118 -0.00080536053047167893 0.00033795514201982729 -0.0016701280527280545 0.00062168855059806097
leaf_weight=8294.8937901258469 137.00809550285339 99.45276665687561 92.511260867118835 44.496834635734558 154.22134387493134 131.55137825012207 125.26561427116394 52.26738715171814 297.88991296291351 51.063630819320679 79.377668499946594
leaf_count=4182 83 33 51 32 50 70 32 39 139 46 23
internal_value=0 0.000133279 0.000388933 0.00014931 0.000492876 -0.000332207 -4.64725e-05 -0.000176924 4.67926e-05 -0.000427847 5.49222e-05
internal_weight=0 1265.11 522.234 422.781 246.733 176.048 742.872 617.607 480.599 182.709 131.645
internal_count=4780 598 236 203 101 102 362 330 247 108 62
is_linear=0
shrinkage=0.06


Tree=1041
num_leaves=12
num_cat=0
split_feature=107 11 101 125 72 93 147 129 117 92 117
split_gain=0.00752147 0.0107038 0.0109124 0.0090881 0.0324317 0.0352903 0.0359016 0.0339695 0.0309736 0.0319834 0.03065
threshold=0.048151826485991485 0.004017772153019906 0.000490355829242617 0.0041444667149335155 0.00082683752407319855 0.0011261500185355546 0.00017767510871635753 0.013860232196748258 0.014293605927377941 0.0060143163427710542 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 10 6 -6 -7 9 -9 -5
right_child=1 -3 -4 4 5 7 -8 8 -10 -11 -12
leaf_value=-4.9459056478091527e-05 0.00052048417636184872 0.0010133219560971725 -0.00086107349841479442 -0.00012799927873347608 0.0011723128890152581 -0.0001599394017739063 9.6767194978734876e-05 -0.0030987625085309228 0.00021647061743833149 -0.00035977682823854694 0.00098962549448799921
leaf_weight=6171.0926690101624 53.283788681030273 63.368176460266113 33.396045327186584 137.19545030593872 119.71521961688995 981.72663414478302 1655.5211172103882 41.072920441627502 31.269564867019653 24.515413880348206 247.84268367290497
leaf_count=3150 48 49 22 67 27 561 691 37 12 14 102
internal_value=0 0.000421295 -1.21819e-05 -6.74144e-06 7.46487e-05 4.90112e-06 0.00016936 -0.000265771 -0.00133718 -0.0020771 0.000591467
internal_weight=0 150.048 86.6798 9409.95 3238.86 2853.82 1775.24 1078.58 96.8579 65.5883 385.038
internal_count=4780 119 70 4661 1511 1342 718 624 63 51 169
is_linear=0
shrinkage=0.06


Tree=1042
num_leaves=12
num_cat=0
split_feature=112 112 71 73 8 14 59 87 142 76 126
split_gain=0.00783492 0.0121704 0.0427573 0.0191573 0.0169652 0.0222997 0.0300575 0.0147957 0.0140173 0.0482403 0.0440275
threshold=0.0033348383149132137 0.0021592099219560628 0.012636432424187662 0.0023699469165876512 0.0013560238294303419 0.0010585968848317864 0.0098710241727530974 0.0026833302108570938 0.027182282879948619 0.00038414125447161501 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 7 -3 6 -6 -4 -1 -10 -11
right_child=-2 2 3 -5 5 -7 -8 -9 9 10 -12
leaf_value=-3.4047471939815625e-05 0.00015942430939141055 0.0010725329146692288 -0.00022550777437409993 -0.002445656619359738 4.5114061988472253e-05 0.0003154346601663939 -0.002863732904957238 -0.0020351641701805644 0.00038245884041125645 -0.0017703544053204708 0.00016818354603193489
leaf_weight=7203.3349194526672 994.03117978572845 51.438340425491333 53.377466082572937 36.632604718208313 29.972131133079529 107.22331917285919 22.201578617095947 23.311657547950745 868.80771517753601 77.986557364463806 91.682214140892029
leaf_count=3708 564 14 40 33 27 40 20 21 241 46 26
internal_value=0 -1.85222e-05 -0.000379084 -0.00131846 0.000126204 -0.000179662 -0.0011958 -0.000777534 -4.33661e-06 0.000201735 -0.000723364
internal_weight=0 8565.97 324.157 113.322 210.835 159.397 52.1737 76.6891 8241.81 1038.48 169.669
internal_count=4780 4216 195 94 101 87 47 61 4021 313 72
is_linear=0
shrinkage=0.06


Tree=1043
num_leaves=12
num_cat=0
split_feature=37 60 65 98 108 92 142 145 57 68 95
split_gain=0.00736901 0.0271555 0.0622412 0.0974368 0.026538 0.0314278 0.0336275 0.0237263 0.0234729 0.0842709 0.0931396
threshold=0.0023699469165876512 0.018276390619575981 0.00017767510871635753 0.0022975050378590827 0.00093549740267917525 0.0049928687512874612 0.0011980500421486797 0.0012745757703669371 0.00040826165059115743 0.0012357163941487672 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -2 -8 9 -4 -11
right_child=4 2 8 -5 -6 -7 7 -9 -10 10 -12
leaf_value=3.0384317231276365e-07 0.00010875551308025749 -0.004821570674181542 0.00054047035534643341 -0.00062642468341669085 0.00017353654613859468 4.1396405219802118e-05 -0.0031623335498200543 -0.0006741727430383057 0.00065977211441920109 0.00024195765325847843 -0.0034263369986853001
leaf_weight=6964.1995623111725 35.616203188896179 27.751973271369934 136.55375838279724 70.216004848480225 1909.7291923761368 155.05039060115814 36.632604718208313 22.201578617095947 101.76660192012787 45.887945771217346 54.393867611885071
leaf_count=3533 24 25 26 39 920 75 33 20 27 9 49
internal_value=0 -2.84754e-05 -0.00048746 -0.00181851 9.75008e-05 -0.000484329 -0.00134649 -0.00222614 -0.000101922 -0.000429357 -0.00174919
internal_weight=0 7400.77 436.57 97.968 2159.23 249.501 94.4504 58.8342 338.602 236.836 100.282
internal_count=4780 3708 175 64 1072 152 77 53 111 84 58
is_linear=0
shrinkage=0.06


Tree=1044
num_leaves=12
num_cat=0
split_feature=51 1 18 91 8 104 52 88 88 84 127
split_gain=0.0072048 0.0106507 0.00993989 0.00833599 0.0124429 0.0113996 0.009319 0.00779036 0.0257223 0.0427562 0.0613674
threshold=0.027182282879948619 0.0098710241727530974 0.0081988852471113222 0.0022272822679951791 0.00747153488919139 0.0021592099219560628 0.0013146653072908523 0.00017767510871635753 0.00064626874518580746 0.0005375427135732026 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 5 -5 -2 -1 9 10 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-8.2876057488390944e-05 -0.00031335769744130035 -0.00066558294238176362 0.0010992249688825937 -1.5773701412015806e-05 0.00061210597521784468 -0.0017380448425153299 0.00069270425024647007 0.0010585110723040198 -2.466276335992621e-05 -0.00022754779216866848 -0.00017879596582457533
leaf_weight=3383.342570066452 43.293078303337097 39.962841510772705 55.878656148910522 30.065808534622192 36.81995952129364 25.531815409660339 140.61936450004578 397.53003442287445 4841.5225700139999 338.96283340454102 226.47015178203583
leaf_count=1722 39 36 18 19 17 23 62 156 2405 176 107
internal_value=0 0.000258739 0.000370097 0.00022231 -0.000242399 -0.000808384 0.000455835 -1.05118e-05 3.1669e-05 0.000314863 0.000609495
internal_weight=0 372.172 332.209 276.33 92.4176 55.5976 183.912 9187.83 5804.49 962.963 624
internal_count=4780 214 178 160 59 42 101 4566 2844 439 263
is_linear=0
shrinkage=0.06


Tree=1045
num_leaves=12
num_cat=0
split_feature=90 7 4 117 110 4 84 141 33 125 87
split_gain=0.00749749 0.0150114 0.0226344 0.00958116 0.0088833 0.0101962 0.0244914 0.0417589 0.0340623 0.0487417 0.0383132
threshold=0.0020932231564074759 0.00062670491752214741 0.00060774214216507982 0.0036604277556762104 0.024066280573606495 0.0005375427135732026 0.0011261500185355546 0.00017767510871635753 0.00066645268816500913 0.0079489401541650313 0.016164712607860569
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 7 -7 9 10 -8
right_child=1 3 -4 -5 -6 6 8 -9 -10 -11 -12
leaf_value=6.4785331548540599e-05 0.00051023342837617179 0.00010686522853399417 -0.0014177856468515087 0.00097839447108579889 0.00025351841793075255 -0.0008510580572988405 -0.0019098061603679789 4.2994096525366234e-05 -0.00015033280484537303 0.00026978149939043116 0.00056339118796311274
leaf_weight=3128.371025800705 50.047229290008545 78.08023476600647 38.852762579917908 108.52075290679932 441.2774498462677 197.04603517055511 139.96362268924713 4086.3738149404526 1182.023278594017 82.614227890968323 26.829249143600464
leaf_count=1654 37 38 35 25 252 129 118 1846 604 34 8
internal_value=0 0.000308376 -0.000333032 0.000613969 -9.17993e-06 -2.22913e-05 -6.99583e-05 1.84697e-06 -0.000284814 -0.000921849 -0.00151188
internal_weight=0 275.501 88.9 186.601 9284.5 8843.22 5714.85 4283.42 1431.43 249.407 166.793
internal_count=4780 135 72 63 4645 4393 2739 1975 764 160 126
is_linear=0
shrinkage=0.06


Tree=1046
num_leaves=12
num_cat=0
split_feature=49 68 12 4 51 39 25 7 1 116 65
split_gain=0.00737303 0.0255771 0.017777 0.0170635 0.0119969 0.0093077 0.0170107 0.0341707 0.0121459 0.0102065 0.0166427
threshold=0.0049928687512874612 0.00082683752407319855 0.019431582652032379 0.00046126570669002836 0.0018488886416889729 0.028884131461381916 0.0012745757703669371 0.002945306478068233 0.0005375427135732026 0.012636432424187662 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 9 7 -7 -8 -1 -11
right_child=1 3 -4 4 -6 6 8 -9 -10 10 -12
leaf_value=-4.8725647175645273e-05 -0.0013741634308083778 0.0012270483985518789 0.00038586957629254597 -0.00062319797437203968 0.00062057415949156225 -0.0020747447523617097 0.001070418949060555 0.00025647380487411062 0.00025470841564727016 0.00036240383577960386 -8.7336232681655497e-05
leaf_weight=7616.5934137105942 46.716992497444153 97.138931393623352 36.913636922836304 44.496834635734558 74.56264317035675 31.082210063934326 88.258299946784973 82.520550489425659 256.81699252128601 600.40749645233154 584.49168181419373
leaf_count=3862 34 39 9 32 51 28 31 42 102 266 284
internal_value=0 0.000292756 -0.000597771 0.000637351 0.000155599 -9.50771e-06 0.000253966 -0.000382621 0.000463589 -2.3241e-05 0.000140566
internal_weight=0 299.829 83.6306 216.198 119.059 9260.17 458.678 113.603 345.075 8801.49 1184.9
internal_count=4780 165 43 122 83 4615 203 70 133 4412 550
is_linear=0
shrinkage=0.06


Tree=1047
num_leaves=12
num_cat=0
split_feature=20 118 89 138 142 118 109 33 73 77 35
split_gain=0.00728467 0.0121575 0.030122 0.0249402 0.0305524 0.041327 0.0479403 0.0489862 0.0254909 0.040539 0.0281703
threshold=0.0042751494329422721 0.0054799309000372895 0.0048403022810816774 0.00082683752407319855 0.0020932231564074759 0.010829726699739696 0.0066005610860884198 0.00066645268816500913 0.0053125319536775359 0.016164712607860569 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 9 10 -6
right_child=-2 2 -4 -5 8 6 -8 -9 -10 -11 -12
leaf_value=-5.7958849423337728e-05 0.00012488118239236911 0.0015220647761430292 -0.00063858448330265743 0.00046761813043469548 -0.0010962245686117118 -0.0021755448383502822 0.001310204157262567 0.00055976572497671575 -0.0016004665420507713 -0.001979976060807318 0.00027328251240048149
leaf_weight=6554.7396918535233 1429.4912526607513 90.572135210037231 165.22845578193665 711.14840722084045 65.682011723518372 51.157308220863342 54.768577218055725 43.574110507965088 50.047229290008545 39.962841510772705 303.62766242027283
leaf_count=3342 738 25 68 293 43 38 17 15 37 36 128
internal_value=0 -2.19852e-05 0.000127649 0.000217443 -3.69672e-05 0.000511436 -0.000101446 -0.000918106 -0.000323649 -0.000167163 2.94838e-05
internal_weight=0 8130.51 1575.77 1410.54 699.392 240.072 149.5 94.7314 459.32 409.273 369.31
internal_count=4780 4042 700 632 339 95 70 53 244 207 171
is_linear=0
shrinkage=0.06


Tree=1048
num_leaves=12
num_cat=0
split_feature=93 33 68 70 143 145 112 39 96 105 104
split_gain=0.00787709 0.0118721 0.0221163 0.0162693 0.0198472 0.0143645 0.013721 0.0238436 0.0143062 0.021411 0.0225834
threshold=0.010829726699739696 0.0032328735105693345 0.015675474889576439 0.0005375427135732026 0.0079489401541650313 0.00055427959887310873 0.00057154725072905432 0.00064626874518580746 0.0030382014811038975 0.0017376682371832433 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 4 5 -2 7 -3 9 -8 -11
right_child=1 2 -4 -5 -6 -7 8 -9 -10 10 -12
leaf_value=-2.2516127795296808e-05 -0.0014574348369602831 0.0016282253053659938 -0.0010297860932402317 0.00059626969687595914 0.00087841424339558276 -9.7006153535207754e-05 4.2899624197009453e-05 -0.00046070922378075479 0.00021758791352774918 -0.0019054738123112978 -4.0347976068306012e-05
leaf_weight=8167.1550855636597 37.74268364906311 50.328261494636536 70.028650045394897 348.95354378223419 55.784978747367859 106.84860956668854 180.58220601081848 32.192288994789124 415.93298923969269 52.173709750175476 42.276676774024963
leaf_count=3978 34 13 55 185 26 72 98 29 213 47 30
internal_value=0 0.000131854 -9.51541e-06 0.000348893 -8.19935e-05 -0.000452881 8.29774e-05 0.000813735 -4.40052e-06 -0.000340072 -0.00107156
internal_weight=0 1392.84 843.515 549.33 200.376 144.591 773.486 82.5206 690.966 275.033 94.4504
internal_count=4780 802 485 317 132 106 430 42 388 175 77
is_linear=0
shrinkage=0.06


Tree=1049
num_leaves=12
num_cat=0
split_feature=36 32 141 125 82 46 82 45 148 148 101
split_gain=0.00768165 0.0420189 0.0393835 0.0313384 0.0313898 0.0310214 0.0285132 0.0354526 0.0308072 0.0302488 0.0504941
threshold=0.0023699469165876512 0.00068727668258361529 0.0049928687512874612 0.0011980500421486797 0.00062670491752214741 0.0010918468469753864 0.0026012937305495147 0.0016846025246195497 0.0016331639490090313 0.032603342086076743 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 8 -8 -3 10 -10
right_child=1 6 5 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-2.7586242599970698e-05 -0.0016173895715482598 0.00036500347746314598 0.002159518690064081 0.00064969143484492915 0.00021230677455185546 0.00059535020880582227 -0.0010234020955573364 0.0006533089030764885 -0.00041634737404120531 0.00047604247317161022 -0.0026063142624477629
leaf_weight=7571.5345146656036 55.503946542739868 253.48675572872162 79.471345901489258 208.8962436914444 85.850787281990051 107.31699657440186 53.283788681030273 303.62766242027283 677.09662008285522 123.87450313568115 40.056518912315369
leaf_count=3878 50 99 15 75 45 32 48 128 327 55 28
internal_value=0 0.000104923 0.000558299 0.000182953 -0.000506772 0.00126164 -6.28562e-05 0.000402774 -0.000214717 -0.000389468 -0.000539014
internal_weight=0 1988.47 537.039 350.251 141.355 186.788 1451.43 356.911 1094.51 841.028 717.153
internal_count=4780 902 217 170 95 47 685 176 509 410 355
is_linear=0
shrinkage=0.06


Tree=1050
num_leaves=12
num_cat=0
split_feature=26 39 66 145 101 25 12 75 135 73 56
split_gain=0.00719318 0.0135579 0.0202133 0.0188908 0.0149898 0.0136462 0.0147791 0.0122173 0.0116299 0.0261812 0.0144233
threshold=0.0014881226234138014 0.0031340263085439806 0.0010585968848317864 0.0018488886416889729 0.0072436286136507997 0.00077738583786413084 0.00017767510871635753 0.0032328735105693345 0.0032328735105693345 0.0020292587578296666 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 5 -5 6 -3 -4 -2 10 -10
right_child=1 2 7 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-1.4651733748131025e-05 0.00029976025601151233 -1.5637292511208204e-05 -0.0012955332284462005 0.00073464662269548159 0.0022436154195923266 -0.00024934960769162104 0.0015957487874914849 0.00020430479145103339 0.00024148099478160117 -0.001946134353310006 -0.0010811234071510603
leaf_weight=8860.0597929954529 164.11837685108185 37.836361050605774 31.082210063934326 55.691301345825195 41.353952646255493 78.08023476600647 44.590512037277222 52.361064553260803 123.68714833259583 32.192288994789124 38.946439981460571
leaf_count=4392 67 26 28 34 13 38 24 31 71 29 27
internal_value=0 0.000185133 0.000456005 0.00071888 0.00137931 0.000318961 0.000856952 -0.00035526 -7.22495e-05 -0.000385618 -7.57175e-05
internal_weight=0 699.94 340.996 257.552 97.0453 160.507 82.4269 83.4433 358.944 194.826 162.634
internal_count=4780 388 194 135 47 88 50 59 194 127 98
is_linear=0
shrinkage=0.06


Tree=1051
num_leaves=12
num_cat=0
split_feature=112 145 53 109 127 114 118 30 38 37 77
split_gain=0.00725214 0.0101579 0.0190711 0.0324257 0.0417791 0.0405956 0.0281412 0.0619028 0.0253378 0.0298048 0.0325864
threshold=0.0079489401541650313 0.00044738779251929378 0.0063990866765379914 0.0030382014811038975 0.0025217677466571335 0.00017767510871635753 0.01884530205279589 0.0010918468469753864 0.0030382014811038975 0.00017767510871635753 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 8 -8 9 -1 -11
right_child=-2 -3 3 4 -6 -7 7 -9 -10 10 -12
leaf_value=0.00035062980565825949 0.00024323102750590747 -4.0521925735866511e-05 0.0017230654639507157 0.00025761874196642286 0.0015719037896452853 -0.0021779382670431002 -0.002647559561069181 9.5726314695022196e-05 0.0012523414146171051 -0.001105808006459311 -6.3569272554125783e-06
leaf_weight=614.0094758272171 421.65668880939484 7526.4896655082703 68.276879191398621 86.038142085075378 53.658498287200928 34.412446856498718 43.386755704879761 92.792293071746826 68.183201789855957 125.62627398967743 425.46936249732971
leaf_count=254 299 3797 13 29 16 31 31 27 21 97 165
internal_value=0 -1.12473e-05 0.000125443 0.000615895 0.000180978 -0.000439444 3.85983e-05 -0.000779588 0.000128998 6.31568e-05 -0.00025714
internal_weight=0 9138.34 1611.85 242.386 174.109 120.451 1369.47 136.179 1233.29 1165.11 551.096
internal_count=4780 4481 684 89 76 60 595 58 537 516 262
is_linear=0
shrinkage=0.06


Tree=1052
num_leaves=12
num_cat=0
split_feature=99 117 141 72 81 1 75 67 62 62 86
split_gain=0.00751204 0.00888632 0.01059 0.0248772 0.0156609 0.0104545 0.0133449 0.0124664 0.00852555 0.0224478 0.0472677
threshold=0.023343417793512348 0.0036604277556762104 0.0016331639490090313 0.0012357163941487672 0.0015833032084628942 0.00017767510871635753 0.00093549740267917525 0.0031340263085439806 0.0011980500421486797 0.00064626874518580746 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 -2 -7 -8 9 -1 -11
right_child=1 2 3 -5 -6 6 7 -9 -10 10 -12
leaf_value=-5.6493395771078986e-06 -0.00091890546014705688 0.0018085261688533677 -0.0013115336611204311 0.00029148369926810104 0.00040635180778460532 0.00068254417390876509 -0.0010841788949259013 0.00035610463376942083 0.00011682211509799339 -0.00075876605830415146 0.00017825614940308486
leaf_weight=6555.4235334396362 48.937150359153748 35.616203188896179 38.852762579917908 331.00492608547211 145.98240435123444 72.623517513275146 46.716992497444153 40.150196313858032 1458.9013193845749 438.77625977993011 347.01441812515259
leaf_count=3092 36 24 35 185 83 25 34 20 813 274 159
internal_value=0 0.000180965 0.000307092 0.000122781 0.000682199 -0.000152729 8.27887e-05 -0.000418833 -1.56496e-05 -4.19766e-05 -0.000344996
internal_weight=0 759.884 551.456 369.858 181.599 208.428 159.491 86.8672 8800.12 7341.21 785.791
internal_count=4780 442 327 220 107 115 79 54 4338 3525 433
is_linear=0
shrinkage=0.06


Tree=1053
num_leaves=12
num_cat=0
split_feature=124 31 125 128 84 41 8 75 142 17 59
split_gain=0.00734026 0.0179126 0.0183474 0.0188207 0.0129825 0.0319323 0.0293873 0.0175515 0.0175092 0.020615 0.0166924
threshold=0.02129978779703379 0.039062514901161201 0.00042089859198313212 0.05109804309904576 0.00064626874518580746 0.00066645268816500913 0.0021592099219560628 0.0032328735105693345 0.00244467705488205 0.0021592099219560628 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -6 -9 -10 -8
right_child=1 -3 4 -5 7 -7 10 8 9 -11 -12
leaf_value=-1.8891269378520527e-05 -0.00084819834288769121 0.0012153438532028047 0.00047755440118082547 0.00069266930665140049 -0.00068182232772708918 -0.0017293082373978693 -0.00014540899587635092 6.2009873599409875e-05 0.0012933175355797507 0.00016817955805230238 -0.0016353370757678507
leaf_weight=8468.8155225515366 124.70354986190796 53.564820885658264 261.53834044933319 36.913636922836304 46.623315095901489 36.726282119750977 79.096636295318604 162.82094311714172 153.11126494407654 95.012450933456421 41.072920441627502
leaf_count=4274 80 24 82 9 42 25 47 82 49 29 37
internal_value=0 0.000146441 9.11495e-05 -0.000496051 0.000199529 -4.20156e-05 0.000120739 0.000420376 0.00054556 0.000862717 -0.00065559
internal_weight=0 1091.18 1037.62 161.617 876.002 418.434 381.708 457.568 410.945 248.124 120.17
internal_count=4780 506 482 89 393 191 166 202 160 78 84
is_linear=0
shrinkage=0.06


Tree=1054
num_leaves=12
num_cat=0
split_feature=146 5 126 10 23 80 23 4 141 19 63
split_gain=0.00759943 0.0151377 0.0390125 0.0134245 0.0219754 0.0286375 0.0235272 0.0275568 0.0218726 0.0298534 0.0304768
threshold=0.0010263677686452868 0.033603202551603324 0.00047558375808876013 0.0058306583669036635 0.030689206905663017 0.0028552538715302949 0.0019672545604407792 0.00017767510871635753 0.0026833302108570938 0.0072436286136507997 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -5 10 -10
right_child=-2 2 -4 8 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00018985088336517182 -2.3105569872138228e-05 -0.001690320034525925 0.00097028029995270906 0.00014157758108171699 0.0009219960244929964 -0.00054836959236885974 0.00074472816311865015 -0.0017262337421626516 -0.00047643186536731256 0.00043661439628528035 -0.0028877592032211285
leaf_weight=198.53082370758057 8058.9949923753738 51.157308220863342 32.285966396331787 448.03160083293915 174.39011943340302 155.14406800270081 285.58536732196808 31.17588746547699 45.513236165046692 46.998024702072144 32.192288994789124
leaf_count=98 4018 38 21 250 52 67 136 20 41 10 29
internal_value=0 0.000123931 -0.000660948 0.000170176 0.00032219 0.000166058 0.000381222 -7.08389e-05 -5.4073e-05 -0.000756551 -0.00147784
internal_weight=0 1501 83.4433 1417.56 844.826 670.436 515.292 229.707 572.735 124.704 77.7055
internal_count=4780 762 59 703 373 321 254 118 330 80 70
is_linear=0
shrinkage=0.06


Tree=1055
num_leaves=12
num_cat=0
split_feature=77 37 138 124 71 146 78 125 45 110 75
split_gain=0.0070997 0.0231944 0.0300431 0.0279282 0.0255874 0.0311573 0.0542537 0.0246911 0.0381245 0.0436377 0.0427542
threshold=0.00017767510871635753 0.037906534969806678 0.00057154725072905432 0.0018488886416889729 0.0033348383149132137 0.00899649551138282 0.0011980500421486797 0.00017767510871635753 0.00747153488919139 0.00075379351619631063 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 8 10 -10 -6
right_child=-2 -3 3 -5 7 -7 -8 -9 9 -11 -12
leaf_value=-0.00049808995627532505 -2.1470130536213826e-05 0.0014349432356866613 0.001685863213042505 9.0080147319262493e-05 0.0004342877087662345 0.00066152596330995214 -0.0032819874921247907 -0.00025985539124047375 -0.0014220267644070481 0.00037271491575486713 0.0021433590265776004
leaf_weight=153.47192466259003 8156.3353284597397 46.90434730052948 75.860076904296875 82.239518284797668 304.36303174495697 55.878656148910522 30.065808534622192 380.95847797393799 76.689123630523682 133.58418130874634 63.649208664894104
leaf_count=114 3944 18 36 66 161 18 19 230 61 88 25
internal_value=0 0.000124615 7.92139e-05 0.000856358 -2.33519e-05 -0.000578103 -0.000955667 0.000115153 0.000362201 -0.000282213 0.00073038
internal_weight=0 1403.66 1356.76 158.1 1198.66 239.416 183.538 959.244 578.286 210.273 368.012
internal_count=4780 836 818 102 716 151 133 565 335 149 186
is_linear=0
shrinkage=0.06


Tree=1056
num_leaves=12
num_cat=0
split_feature=49 56 127 68 116 75 116 94 43 33 105
split_gain=0.00708286 0.0148473 0.0202547 0.0145093 0.00875277 0.00873725 0.0154753 0.0130668 0.0242681 0.0210004 0.0264002
threshold=0.0063990866765379914 0.00096484774257987748 0.0030382014811038975 0.0017376682371832433 0.0010585968848317864 0.023343417793512348 0.00046126570669002836 0.0033348383149132137 0.00055427959887310873 0.0005375427135732026 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 -1 -7 8 -8 -9 -11
right_child=1 2 -4 -5 -6 6 7 9 -10 10 -12
leaf_value=-2.4948998344355616e-05 0.00059518177853578453 -0.001364808092228019 0.00056778621378533636 0.0011865339086002851 -0.00063866901800315953 -0.00063991624226149367 -0.00027618721482337627 0.0012154523753015159 0.00077107119767771709 0.0008587773565668814 -0.00078278500007583228
leaf_weight=8617.1117621660233 49.124505162239075 37.74268364906311 40.243873715400696 84.740708351135254 35.616203188896179 71.419761180877686 247.65532886981964 116.38498282432556 117.30770695209503 79.283991098403931 63.368176460266113
leaf_count=4351 20 34 12 44 24 32 118 24 41 31 49
internal_value=0 0.000316728 -0.00036807 0.000631868 7.64574e-05 -8.43815e-06 0.000196126 0.000291902 6.05453e-05 0.000617716 0.000129534
internal_weight=0 247.468 77.9866 169.481 84.7407 9312.53 695.42 624 364.963 259.037 142.652
internal_count=4780 134 46 88 44 4646 295 263 159 104 80
is_linear=0
shrinkage=0.06


Tree=1057
num_leaves=12
num_cat=0
split_feature=98 81 1 132 117 148 63 115 15 147 25
split_gain=0.00720352 0.0108659 0.0237543 0.010793 0.0121754 0.0128756 0.0164958 0.0162196 0.01148 0.0107921 0.00829766
threshold=0.049604203552007682 0.00017767510871635753 0.022641776129603389 0.00038414125447161501 0.014293605927377941 0.0079489401541650313 0.00052132029668428015 0.00017767510871635753 0.0098710241727530974 0.0010585968848317864 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 5 6 -3 -8 9 -6 -1
right_child=1 2 -4 -5 8 -7 7 -9 -10 -11 -12
leaf_value=-4.5573439205763005e-05 0.0008351562628857919 6.1449231507762736e-05 -0.0011693246925191933 0.00072624607184696203 0.00029987593163138956 0.00034794315274088464 -0.00027434771528709933 -0.0022603917970570792 -0.00011481219783971611 0.0013264205463379688 9.5048264654823598e-05
leaf_weight=6910.8876738548279 81.410471558570862 54.581222414970398 48.937150359153748 114.99387168884277 108.23972070217133 68.089524388313293 26.641894340515137 33.302367925643921 123.96818053722382 55.878656148910522 1933.0689496994019
leaf_count=3679 41 33 36 47 49 29 24 30 47 18 747
internal_value=0 0.000183012 9.92362e-05 0.000205411 7.80421e-05 -0.000305135 -0.000693379 -0.00137963 0.000320956 0.000649986 -1.48363e-05
internal_weight=0 716.043 634.633 585.695 470.702 182.615 114.525 59.9443 288.087 164.118 8843.96
internal_count=4780 354 313 277 230 116 87 54 114 67 4426
is_linear=0
shrinkage=0.06


Tree=1058
num_leaves=12
num_cat=0
split_feature=35 35 1 50 24 81 148 102 3 87 59
split_gain=0.00705638 0.0248266 0.0882099 0.0238665 0.0226904 0.0411218 0.022884 0.022081 0.0253461 0.0248847 0.0248838
threshold=0.00057154725072905432 0.00073092587990686308 0.0044099434744566688 0.00244467705488205 0.0049928687512874612 0.0058306583669036635 0.0045489775948226461 0.00096484774257987748 0.00057154725072905432 0.00062670491752214741 0.031632266007363803
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 -6 8 10 -9 -1
right_child=1 -3 -4 -5 6 -7 -8 9 -10 -11 -12
leaf_value=0.00018711301058398744 -0.001326651079626764 -3.349224780692727e-06 -0.0032687984350564217 0.0001190904199424417 0.00073737302849044247 -0.0016972563660129626 -0.00031387974484401197 -0.00070667768811468064 0.0009874741184958452 0.00021502593668882046 -0.0011277472704308827
leaf_weight=696.70333123207092 51.157308220863342 7481.5384937524796 37.74268364906311 207.50513255596161 321.76363492012024 50.047229290008545 96.951576590538025 239.22903454303741 133.03616678714752 188.44643592834473 55.878656148910522
leaf_count=377 38 3708 34 98 112 37 55 167 39 97 18
internal_value=0 -2.46893e-05 -0.00056315 -0.000167245 0.000107674 -1.09863e-05 0.000493943 5.33988e-05 0.00022436 -0.000300593 8.93487e-05
internal_weight=0 7777.94 296.405 258.662 1782.06 1363.34 418.715 1313.29 885.618 427.675 752.582
internal_count=4780 3878 170 136 902 735 167 698 434 264 395
is_linear=0
shrinkage=0.06


Tree=1059
num_leaves=12
num_cat=0
split_feature=90 50 76 9 50 122 9 19 42 34 75
split_gain=0.00722323 0.0104 0.0104266 0.00847512 0.0172225 0.0354293 0.0454457 0.0171816 0.015705 0.0246231 0.034806
threshold=0.0020932231564074759 0.0045489775948226461 0.0020932231564074759 0.0016846025246195497 0.0038949446752667431 0.00099512818269431613 0.0020932231564074759 0.086341444402933135 0.0023699469165876512 0.015200819820165636 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 6 -5 -1 9 10 -8
right_child=1 -3 -4 4 -6 -7 8 -9 -10 -11 -12
leaf_value=-4.7061607296981484e-05 0.00093278455530404513 -0.00040282250023471514 9.9033329668407711e-05 -0.0023460724253819669 0.0002751279750611713 0.0006647306949942414 -0.0022274735419081097 0.00049875380904494334 0.00051820067654583554 0.00028494557239093179 2.2617957121372986e-05
leaf_weight=7742.9691069126129 102.78300344944 59.021538138389587 113.69643795490265 43.293078303337097 920.31163322925568 121.56066787242889 52.173709750175476 213.24288201332092 70.216004848480225 73.733596444129944 46.998024702072144
leaf_count=3895 36 37 62 39 441 61 47 87 39 26 10
internal_value=0 0.000302691 0.000495141 -9.00342e-06 0.000131289 -0.000193171 -0.000557389 -3.24265e-05 -0.000238041 -0.000545269 -0.00116219
internal_weight=0 275.501 216.479 9284.5 1328.29 407.975 286.414 7956.21 243.121 172.905 99.1717
internal_count=4780 135 98 4645 663 222 161 3982 122 83 57
is_linear=0
shrinkage=0.06


Tree=1060
num_leaves=12
num_cat=0
split_feature=124 97 31 85 61 44 102 18 70 46 125
split_gain=0.00735185 0.0150772 0.0160918 0.0142561 0.0136738 0.0171691 0.0227643 0.0208878 0.0187902 0.0164398 0.0135439
threshold=0.02129978779703379 0.018276390619575981 0.0019672545604407792 0.029773407615721229 0.0027679565828293566 0.0033348383149132137 0.0016846025246195497 0.00075379351619631063 0.0026012937305495147 0.00046126570669002836 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 10 5 7 -7 -2 -8 -6 -1
right_child=1 2 -4 -5 9 6 8 -9 -10 -11 -12
leaf_value=0.00012212976810484441 0.00035231788012138749 -0.0013474310188980722 0.00017239796170480612 0.00049187109157342826 -0.0012334961139270845 -8.260133120875067e-05 0.0019019596078408945 -0.00066703446308351505 0.00055675404639872678 5.6430619411349266e-05 -6.9296902241385914e-05
leaf_weight=1665.764760017395 381.98892939090729 47.920748829841614 52.454741954803467 192.15138232707977 41.166597843170166 71.232406377792358 73.733596444129944 89.181024074554443 75.953754305839539 257.55236184597015 6610.8993802070618
leaf_count=870 142 27 23 68 29 48 26 48 28 135 3336
internal_value=0 0.000146557 -0.00055381 -1.89053e-05 0.000217558 0.000363979 0.000800289 0.000159279 0.00122021 -0.000121688 -3.07693e-05
internal_weight=0 1091.18 100.375 8468.82 990.809 692.09 220.92 471.17 149.687 298.719 8276.66
internal_count=4780 506 50 4274 456 292 102 190 54 164 4206
is_linear=0
shrinkage=0.06


Tree=1061
num_leaves=12
num_cat=0
split_feature=99 2 70 53 115 146 92 121 135 15 59
split_gain=0.00749304 0.0111255 0.0121401 0.0149711 0.010469 0.0102866 0.0107682 0.0137068 0.0086791 0.026035 0.0387412
threshold=0.023343417793512348 0.00087947337306104611 0.00062670491752214741 0.0072436286136507997 0.0054799309000372895 0.0015349716995842757 0.0011980500421486797 0.00064626874518580746 0.0018488886416889729 0.023343417793512348 0.031632266007363803
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 5 -2 -7 -8 9 -1 -11
right_child=1 -3 3 -5 -6 6 7 -9 -10 10 -12
leaf_value=-0.0001060177460257947 0.00047722170767753485 -0.00068302906888198772 0.00020620749842042619 0.00097659373880713243 0.00037762186606684532 9.0880548985503877e-05 -0.001751356240787197 -0.00018588554651833406 8.2888099484741635e-05 0.00029927455710926744 -0.0013227242114906596
leaf_weight=5355.5312646627426 40.056518912315369 50.047229290008545 292.98121023178101 131.55137825012207 116.10395061969757 47.920748829841614 44.403157234191895 36.81995952129364 2357.0113739967346 1031.7879133224487 55.784978747367859
leaf_count=2577 28 37 175 70 48 27 40 17 1234 501 26
internal_value=0 0.000180739 0.000241726 0.000445104 -6.09483e-05 -0.000361937 -0.000622386 -0.0010428 -1.56267e-05 -5.1666e-05 0.000215963
internal_weight=0 759.884 709.837 424.533 285.304 169.2 129.144 81.2231 8800.12 6443.1 1087.57
internal_count=4780 442 405 245 160 112 84 57 4338 3104 527
is_linear=0
shrinkage=0.06


Tree=1062
num_leaves=12
num_cat=0
split_feature=108 46 114 75 40 78 70 28 45 95 94
split_gain=0.00687876 0.0200381 0.0219623 0.0210302 0.0154185 0.0295654 0.0170321 0.0247923 0.0209805 0.016891 0.0168098
threshold=0.021960759535431865 0.01884530205279589 0.011169348377734424 0.0005375427135732026 0.00047558375808876013 0.019431582652032379 0.0010918468469753864 0.00096484774257987748 0.0087224207818508166 0.0042751494329422721 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 7 8 -6 -7 -8
right_child=1 3 -4 -5 5 9 10 -9 -10 -11 -12
leaf_value=-1.6754461660909207e-05 0.00032401350109412632 0.002048558673293135 0.0013147038256816326 0.0003734676299130024 -0.0026214129822274175 -0.0022545457360347103 0.001351869292582544 0.00029991879114504638 -0.00048631267765270123 -0.00044908040585703849 2.8421653579884916e-05
leaf_weight=8627.0228450298309 269.95058488845825 36.81995952129364 45.700590968132019 100.46916818618774 28.862052202224731 36.726282119750977 40.243873715400696 56.801380276679993 38.852762579917908 37.930038452148438 240.6201456785202
leaf_count=4271 130 17 25 42 26 25 12 35 35 18 144
internal_value=0 0.000154739 3.91958e-05 0.000823879 -3.86924e-05 -0.000242687 -4.04893e-05 -0.000624308 -0.00139888 -0.00133909 0.000218467
internal_weight=0 932.977 795.688 137.289 749.987 480.037 405.38 124.516 67.7148 74.6563 280.864
internal_count=4780 509 450 59 425 295 252 96 61 43 156
is_linear=0
shrinkage=0.06


Tree=1063
num_leaves=12
num_cat=0
split_feature=124 125 71 149 148 25 86 143 43 15 78
split_gain=0.00688909 0.0272142 0.0455598 0.0427704 0.0398819 0.0678833 0.0506585 0.0439246 0.0398993 0.0623555 0.0375469
threshold=0.00073092587990686308 0.0041444667149335155 0.00099512818269431613 0.0016331639490090313 0.00244467705488205 0.0038949446752667431 0.000490355829242617 0.0056525857653468856 0.00039601318712811922 0.014740333426743748 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 6 8 -7 9 -4 -3
right_child=-2 3 4 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=0.00049985414082506178 4.1270533455883426e-05 0.00089343112718620729 -0.00052348588713870806 -0.00029648405578433518 -6.6058802318665129e-05 -0.0008892876174239453 -0.0025131717855207819 -0.0040777859590048317 -6.6124051735374996e-05 -0.0031256311155033094 1.7170995871478469e-05
leaf_weight=323.89011538028717 5769.2300461530685 364.22766649723053 170.49781823158264 417.04306817054749 1457.1495485305786 31.17588746547699 39.962841510772705 31.082210063934326 574.03258442878723 41.072920441627502 340.63497674465179
leaf_count=122 2885 126 97 214 771 20 36 28 315 37 129
internal_value=0 -6.28493e-05 -0.00016708 0.000185094 -0.000259215 -0.00057619 -0.000431949 -0.00248512 -0.000325773 -0.00102989 0.000470028
internal_weight=0 3790.77 2668.86 1121.91 2344.97 887.824 825.566 62.2581 785.603 211.571 704.863
internal_count=4780 1895 1426 469 1304 533 485 48 449 134 255
is_linear=0
shrinkage=0.06


Tree=1064
num_leaves=12
num_cat=0
split_feature=69 25 36 81 14 112 18 116 73 117 14
split_gain=0.00689178 0.017683 0.00757647 0.0187231 0.028094 0.0360483 0.0332552 0.0488271 0.0573883 0.0790823 0.0456746
threshold=0.04673989117145539 0.00090704852482303988 0.0023699469165876512 0.0079489401541650313 0.00062670491752214741 0.0011615398107096555 0.00017767510871635753 0.0072436286136507997 0.00050559637020342063 0.0056525857653468856 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 10 8 -8 -10 -6
right_child=1 -3 -4 4 6 -7 7 -9 9 -11 -12
leaf_value=2.4990707633536775e-05 -0.00023449194197602892 0.0011397569630085585 9.8023023038774305e-05 0.00029692004668107621 -0.0018712848747955303 -0.00081728311001847385 0.00047612275551013643 0.00039120595656239629 -0.0027765347808714541 -0.00044663587465414547 -0.00045224049039221183
leaf_weight=5380.098206281662 70.122327446937561 64.759287595748901 1985.1349321603775 615.58794176578522 100.00078117847443 125.81362879276276 129.61225259304047 374.31205427646637 71.045051574707031 199.73458003997803 443.77863991260529
leaf_count=2874 47 26 899 215 82 81 44 127 64 91 230
internal_value=0 0.000425667 -6.11753e-06 -3.39052e-05 -0.000187726 0.000107758 -0.000353877 -0.000101392 -0.000561887 -0.00105874 -0.000713498
internal_weight=0 134.882 9425.12 7439.98 2059.88 741.402 1318.48 774.704 400.392 270.78 543.779
internal_count=4780 73 4707 3808 934 296 638 326 199 155 312
is_linear=0
shrinkage=0.06


Tree=1065
num_leaves=12
num_cat=0
split_feature=112 8 133 125 126 70 133 85 146 127 46
split_gain=0.00724442 0.0129877 0.0161561 0.0137574 0.0134284 0.0183821 0.0149508 0.0126783 0.0141093 0.0111189 0.0109891
threshold=0.0033348383149132137 0.0044099434744566688 0.0079489401541650313 0.001792412775103003 0.00057154725072905432 0.0056525857653468856 0.01884530205279589 0.0034400182776153092 0.0079489401541650313 0.00044738779251929378 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 -2 8 -4 -5 -10
right_child=1 2 7 9 5 -7 -8 -9 10 -11 -12
leaf_value=-1.7815523534880556e-05 -7.4184663613034272e-07 -0.00019312189772827229 0.0005800408150661709 -0.0024340148876539399 0.00043757725693543785 0.001870761642936941 0.0012133947971570912 0.0011532240308031632 -7.0643853059432698e-05 -0.00057957953029631694 -0.0013453145795999076
leaf_weight=8565.9685038328171 384.38239216804504 73.546241641044617 76.876478433609009 23.311657547950745 182.80236387252808 39.040117383003235 40.243873715400696 38.023715853691101 76.970155835151672 23.311657547950745 35.522525787353516
leaf_count=4216 225 42 45 21 100 19 12 10 37 21 32
internal_value=0 0.000153294 -0.000142464 -0.000704883 0.0003123 0.00069052 0.000114586 0.000154935 -4.60156e-05 -0.00151002 -0.000473992
internal_weight=0 994.031 347.562 120.17 646.469 221.842 424.626 227.393 189.369 46.6233 112.493
internal_count=4780 564 208 84 356 119 237 124 114 42 69
is_linear=0
shrinkage=0.06


Tree=1066
num_leaves=12
num_cat=0
split_feature=94 10 93 31 147 73 80 65 27 83 30
split_gain=0.0066983 0.0094712 0.00859516 0.0144956 0.0339088 0.0438737 0.0438783 0.0543965 0.0508236 0.0490345 0.0541671
threshold=0.055838862434029586 0.0011615398107096555 0.010829726699739696 0.00093549740267917525 0.037906534969806678 0.0053125319536775359 0.0036604277556762104 0.0014881226234138014 0.00064626874518580746 0.0081988852471113222 0.007706565549597145
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 -8 -7 10 -10
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 -12
leaf_value=-6.13441461336433e-05 -9.1996721502262332e-05 0.0006388097327628935 0.00012998073806776595 7.7640612144269677e-05 0.00031247694424594511 -0.0019687461863928534 -0.00075684823341219188 -0.00317312521977637 -0.0013890178633486688 0.0004834136500793542 0.00011146677389506125
leaf_weight=3651.2744017839432 118.32410848140717 138.49288403987885 1377.209815621376 2791.3613679409027 650.73575794696808 61.054341197013855 127.11106252670288 45.513236165046692 167.99662816524506 252.28299939632416 178.64308035373688
leaf_count=1737 50 52 796 1407 279 55 66 41 119 106 72
internal_value=0 0.000302198 -8.36673e-06 -3.24072e-05 -9.22335e-05 -0.000150974 -0.00054398 -0.00139538 -0.00032111 -0.000152849 -0.000615924
internal_weight=0 256.817 9303.18 7925.97 5134.61 4483.88 832.601 172.624 659.977 598.923 346.64
internal_count=4780 102 4678 3882 2475 2196 459 107 352 297 191
is_linear=0
shrinkage=0.06


Tree=1067
num_leaves=12
num_cat=0
split_feature=67 3 14 146 143 52 20 148 51 93 149
split_gain=0.00703514 0.0167779 0.0149009 0.0167214 0.012289 0.0290404 0.0149951 0.011682 0.0105896 0.0222061 0.0343794
threshold=0.0044099434744566688 0.00017767510871635753 0.037906534969806678 0.028884131461381916 0.013032016810029747 0.0033348383149132137 0.0014881226234138014 0.032603342086076743 0.0013560238294303419 0.0048403022810816774 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 7 -7 -3 9 10 -1
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-8.9203506030713886e-06 0.00089912769945245982 -8.4588497107699931e-05 -0.00085404280493736953 0.0011988364181028804 0.00057204342693841447 -0.0023253290588533091 -0.00030749438510622616 0.00069681006926639152 3.8114699160873607e-05 0.00016639852164860395 -0.00045384486063979447
leaf_weight=1591.4971989393234 99.546444058418274 312.32093906402588 57.91145920753479 50.328261494636536 130.90968632698059 28.862052202224731 24.515413880348206 88.258299946784973 5278.0786719322205 868.12387359142303 1029.6473829746246
leaf_count=698 25 152 36 13 29 26 14 31 2677 491 588
internal_value=0 0.000171145 6.64745e-05 0.00015052 6.01224e-05 -8.75963e-05 -0.00140088 8.77054e-05 -1.55e-05 -9.65997e-05 -0.000183708
internal_weight=0 792.653 693.106 635.195 584.866 453.957 53.3775 400.579 8767.35 3489.27 2621.14
internal_count=4780 326 301 265 252 223 40 183 4454 1777 1286
is_linear=0
shrinkage=0.06


Tree=1068
num_leaves=12
num_cat=0
split_feature=51 87 3 77 50 91 142 36 47 71 27
split_gain=0.00690824 0.00823592 0.0139703 0.00682104 0.0210549 0.0466223 0.0403539 0.0350357 0.0431389 0.0343622 0.0694683
threshold=0.045367386192083366 0.0011615398107096555 0.00096484774257987748 0.00017767510871635753 0.0020292587578296666 0.00087947337306104611 0.00096484774257987748 0.00047558375808876013 0.0098710241727530974 0.030689206905663017 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 9 7 8 -1 10 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0012517852772004681 -0.00083209472721689913 0.00088365505102060442 0.00093020355664884811 -2.7349298989615538e-05 0.00059394347644233154 -0.00011594343111721648 -0.00091692045932692133 0.0019966340984124632 0.00081115649443618714 0.00021404414867515277 0.0029959834336127653
leaf_weight=63.368176460266113 36.632604718208313 69.012248516082764 28.862052202224731 8035.1493701934814 160.60078525543213 555.70925712585449 179.19109487533569 36.913636922836304 85.757109880447388 249.50077712535858 59.302570343017578
leaf_count=49 33 46 26 3851 80 347 121 9 53 152 13
internal_value=0 0.000426776 -5.52545e-05 -6.11706e-06 0.000116583 0.000255946 -0.000274541 0.000344354 -6.57059e-05 0.000696143 0.00124278
internal_weight=0 134.507 65.4947 9425.49 1390.34 1025.11 365.23 186.039 149.125 469.404 219.903
internal_count=4780 105 59 4675 824 592 232 111 102 245 93
is_linear=0
shrinkage=0.06


Tree=1069
num_leaves=12
num_cat=0
split_feature=118 89 108 128 44 127 82 30 65 101 25
split_gain=0.00656343 0.0215508 0.0172669 0.0357429 0.0374177 0.0660839 0.0385035 0.0199994 0.0280838 0.0351613 0.0276857
threshold=0.0054799309000372895 0.0048403022810816774 0.0013986918493174019 0.00017767510871635753 0.00044738779251929378 0.0098710241727530974 0.00055427959887310873 0.00017767510871635753 0.0005375427135732026 0.00064626874518580746 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 10 9 -9 -4
right_child=1 -3 7 4 5 -7 -8 8 -10 -11 -12
leaf_value=-2.3732352515210838e-05 0.00077922701725447829 -0.00051837781211558885 0.00062752234872778053 4.0451743156767715e-05 -0.0041152525879753488 0.00043648097643559752 -0.0012848181844411408 -0.00019143176407845536 0.00025066196506588322 0.0015583437578259507 -0.00054235849612981524
leaf_weight=7787.9202786684036 106.20691764354706 179.75315928459167 113.88379275798798 179.84683668613434 29.972131133079529 45.887945771217346 41.072920441627502 57.91145920753479 671.73358023166656 144.23063349723816 201.58002829551697
leaf_count=3984 31 73 46 65 27 9 37 36 306 41 125
internal_value=0 0.000104201 0.00017451 -0.00016489 -0.000502904 -0.00133792 -0.00248301 0.000289514 0.000437329 0.00105721 -0.000119961
internal_weight=0 1772.08 1592.33 402.987 296.78 116.933 71.0451 1189.34 873.876 202.142 315.464
internal_count=4780 796 723 169 138 73 64 554 383 77 171
is_linear=0
shrinkage=0.06


Tree=1070
num_leaves=12
num_cat=0
split_feature=122 35 117 85 117 20 26 99 138 15 122
split_gain=0.00653477 0.017901 0.020558 0.017358 0.0157276 0.021419 0.0111864 0.00964452 0.0105709 0.0150967 0.010317
threshold=0.0060143163427710542 0.0022975050378590827 0.00747153488919139 0.0025217677466571335 0.00747153488919139 0.00080172589514404546 0.00060774214216507982 0.023343417793512348 0.00064626874518580746 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -3 -4 10 -9 -10 -1
right_child=1 3 6 -5 -6 -7 -8 8 9 -11 -12
leaf_value=1.0396601483646518e-05 0.0010973637969987496 -0.0022373567060449259 -0.00092640251945260267 0.00049778854355324482 0.00012244991718312085 -0.00021118893692855347 0.00059990221281117583 4.4729278034576886e-05 -0.00069256250673122683 0.00072565972020952128 -0.00014099720231584118
leaf_weight=6179.7203680276871 128.59585106372833 34.412446856498718 35.522525787353516 97.232608795166016 67.99584698677063 41.26027524471283 33.489722728729248 515.01104629039764 31.17588746547699 199.26619303226471 2196.3169113397598
leaf_count=2988 35 31 32 31 37 21 14 278 20 131 1162
internal_value=0 0.000226201 0.00064932 -0.000121004 -0.000539848 -0.00113433 -0.000185933 -1.08958e-05 0.000195898 0.000533575 -2.93022e-05
internal_weight=0 438.509 197.608 240.901 143.669 75.6727 69.0122 9121.49 745.453 230.442 8376.04
internal_count=4780 201 81 120 89 52 46 4579 429 151 4150
is_linear=0
shrinkage=0.06


Tree=1071
num_leaves=12
num_cat=0
split_feature=35 35 147 73 59 1 107 128 68 133 68
split_gain=0.00689683 0.0215686 0.0536741 0.0633811 0.0358571 0.0256127 0.02123 0.0203612 0.0202184 0.0259098 0.0550527
threshold=0.00057154725072905432 0.00073092587990686308 0.0062037324532866487 0.00017767510871635753 0.0056525857653468856 0.00244467705488205 0.020035739988088611 0.00070876078098081063 0.0045489775948226461 0.00017767510871635753 0.099488973617553725
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 7 -6 -3 -5 -1 10 -10
right_child=1 6 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=0.00029974993463839763 4.0553392371402401e-05 -2.6345851346432942e-05 0.00072425469968873568 -0.0020134019488099548 -0.0020534214112584827 -0.0046930056987326508 0.00046353247212385884 0.0003350653758929169 -0.0016493413978578722 4.2820724421538422e-05 0.00089868447257139908
leaf_weight=930.58337581157684 100.37549078464508 7148.3134098052979 87.148221015930176 28.862052202224731 33.302367925643921 22.201578617095947 333.2250839471817 24.515413880348206 96.764221787452698 710.21163320541382 44.496834635734558
leaf_count=426 50 3521 30 26 30 20 187 14 71 373 32
internal_value=0 -2.44116e-05 -0.000526299 -0.00104721 -0.00204911 -0.0031158 -4.52094e-06 -0.000936179 0.000106447 -0.000104827 -0.000846652
internal_weight=0 7777.94 296.405 209.257 108.881 55.5039 7481.54 53.3775 1782.06 851.473 141.261
internal_count=4780 3878 170 140 90 50 3708 40 902 476 103
is_linear=0
shrinkage=0.06


Tree=1072
num_leaves=12
num_cat=0
split_feature=10 140 70 114 27 21 102 10 80 110 0
split_gain=0.00644284 0.0192385 0.0247387 0.0158686 0.0311974 0.0383741 0.0194548 0.0153185 0.0409911 0.0457949 0.0436332
threshold=0.037906534969806678 0.031632266007363803 0.00039601318712811922 0.0038949446752667431 0.00090704852482303988 0.0042751494329422721 0.00899649551138282 0.012252715881913902 0.0098710241727530974 0.00899649551138282 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 5 -2 -6 -1 -9 10 -10
right_child=1 2 -4 -5 6 -7 -8 8 9 -11 -12
leaf_value=1.8302321613624711e-05 -0.0023203809746181708 -0.00010404957363784457 0.0012769631558014493 0.00045284433409290535 0.00049877633135090812 -0.00022547338235742655 -0.00097075203137009659 -4.1406029266119343e-05 -0.0021513391721689717 0.00028618888514519189 -5.3755716203552881e-05
leaf_weight=7577.5813961029053 47.733394026756287 81.316794157028198 109.53715443611145 174.01540982723236 168.55869257450104 92.136551260948181 40.056518912315369 1027.146192908287 111.28892529010773 78.08023476600647 52.54841935634613
leaf_count=3649 43 49 34 84 71 83 28 610 76 38 15
internal_value=0 0.000173425 0.000688811 -1.49262e-05 -0.00024857 -0.000941549 0.00021628 -1.40092e-05 -0.000206928 -0.000909402 -0.00147901
internal_weight=0 713.355 190.854 522.501 348.485 139.87 208.615 8846.65 1269.06 241.918 163.837
internal_count=4780 392 83 309 225 126 99 4388 739 129 91
is_linear=0
shrinkage=0.06


Tree=1073
num_leaves=12
num_cat=0
split_feature=20 133 117 148 45 40 9 147 77 105 104
split_gain=0.00673914 0.011556 0.0151215 0.0233307 0.0240543 0.0198741 0.0151775 0.0199224 0.0146658 0.0191931 0.017946
threshold=0.0042751494329422721 0.00055427959887310873 0.0049928687512874612 0.0028552538715302949 0.010180860292166473 0.00244467705488205 0.00044738779251929378 0.0062037324532866487 0.00044738779251929378 0.00062670491752214741 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7 9 -4 -11
right_child=1 2 8 4 -6 6 -8 -9 -10 10 -12
leaf_value=-2.1145722713761654e-05 -0.0007555499056499835 0.00097365129960316201 0.00041004645751081196 -0.001503996947863819 0.00097103823856616034 -0.0017431476838089641 0.00042759864090357631 2.151648935687209e-05 0.00010238023979496975 -0.0019460465027569432 -0.00026176482833808752
leaf_weight=8130.5084309577942 52.173709750175476 171.98260676860809 46.810669898986816 33.302367925643921 94.825096130371094 32.192288994789124 157.45790326595306 80.300392627716064 669.32606756687164 44.403157234191895 46.716992497444153
leaf_count=4042 47 66 26 30 45 29 61 40 320 40 34
internal_value=0 0.000120114 0.000153338 0.000389888 0.000137502 -0.000123374 4.74402e-05 -0.000484581 -1.37346e-05 -0.000576862 -0.00108375
internal_weight=0 1429.49 1377.32 570.061 398.078 303.253 269.951 112.493 807.257 137.931 91.1201
internal_count=4780 738 691 271 205 160 130 69 420 100 74
is_linear=0
shrinkage=0.06


Tree=1074
num_leaves=12
num_cat=0
split_feature=146 46 34 106 7 107 0 142 82 12 128
split_gain=0.0072074 0.0125365 0.0288274 0.0234802 0.018066 0.0160643 0.0332119 0.0329356 0.0509451 0.063144 0.0650592
threshold=0.0010263677686452868 0.21471316367387774 0.00077738583786413084 0.0035485138650983576 0.002945306478068233 0.00017767510871635753 0.011519505176693203 0.055838862434029586 0.00040826165059115743 0.024810968898236755 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 6 7 8 9 10 -2
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00012068737887818297 -0.00030991695173743737 0.0013794087527233298 -0.0011390029718794069 0.00087098754312261984 0.00041508611340025826 -7.2931819152252189e-06 0.00035619461549822308 0.00074335761142755718 -1.2737192007326503e-05 0.00011368543059622806 -0.0026000843799033895
leaf_weight=1501.0046912431717 67.99584698677063 74.937352776527405 70.216004848480225 66.979445457458496 43.574110507965088 7019.797186255455 207.87984216213226 64.946642398834229 224.15631651878357 88.351977348327637 130.16026711463928
leaf_count=762 37 19 39 28 15 3575 66 10 113 23 93
internal_value=0 -2.25068e-05 0.000390806 -1.95514e-05 -0.000544047 -3.60556e-05 -0.000293722 -0.000528459 -0.000690323 -0.00122026 -0.00181478
internal_weight=0 8058.99 255.707 180.77 113.79 7803.29 783.491 575.611 510.664 286.508 198.156
internal_count=4780 4018 101 82 54 3917 342 276 266 153 130
is_linear=0
shrinkage=0.06


Tree=1075
num_leaves=12
num_cat=0
split_feature=26 77 58 87 1 95 135 99 52 115 11
split_gain=0.00652081 0.0167253 0.0199971 0.0302373 0.0299423 0.0160037 0.0144595 0.015599 0.0259367 0.0199525 0.0163255
threshold=0.00087947337306104611 0.007706565549597145 0.0013560238294303419 0.0048403022810816774 0.00244467705488205 0.00099512818269431613 0.0015833032084628942 0.0026012937305495147 0.0060143163427710542 0.00085274505545385193 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4 10 -9 -10 -8
right_child=1 -3 6 -5 -6 -7 7 8 9 -11 -12
leaf_value=-1.8146460940309608e-05 0.0001804357011087024 0.00083600437166326147 0.00062760995796917382 0.00048573936644410407 -0.002637936403421855 -0.0016513658438088645 -0.00077718773860024307 3.7043473356537111e-05 -0.0002725127563499089 -0.0024426665407856285 0.00038763832108640333
leaf_weight=8432.0096129179001 47.920748829841614 110.55355596542358 198.53082370758057 65.869366526603699 33.302367925643921 26.641894340515137 48.843472957611084 158.19327259063721 28.955729603767395 32.192288994789124 376.98654925823212
leaf_count=4160 27 43 98 27 30 24 44 94 18 29 186
internal_value=0 0.000135455 5.92594e-05 -0.000526739 -0.0011449 -0.000475418 0.000179976 4.21548e-05 -0.000368817 -0.00141715 0.00025388
internal_weight=0 1127.99 1017.44 173.734 107.865 74.5626 843.702 645.171 219.341 61.148 425.83
internal_count=4780 620 577 108 81 51 469 371 141 47 230
is_linear=0
shrinkage=0.06


Tree=1076
num_leaves=12
num_cat=0
split_feature=32 148 5 81 4 14 65 133 100 82 14
split_gain=0.00685438 0.01392 0.0102526 0.00906919 0.0301523 0.0296291 0.0460868 0.0611019 0.048402 0.0495486 0.0450626
threshold=0.013860232196748258 0.0012357163941487672 0.00038414125447161501 0.010180860292166473 0.0015833032084628942 0.0038949446752667431 0.00043393640953581786 0.010829726699739696 0.00244467705488205 0.00017767510871635753 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 8 -5 -10 -8
right_child=1 2 -4 4 -6 -7 10 -9 9 -11 -12
leaf_value=2.399468412692961e-05 -0.00052307808059185769 0.00099786558877334162 7.9690128849464008e-05 -0.0036050972517074997 6.8301595918415466e-05 8.8885777911459316e-05 0.00040464860586483212 -0.00028159468100095195 0.0003102152105292772 -0.0025031094217842723 -0.0012350581130177582
leaf_weight=7218.0329278707504 53.564820885658264 96.216207265853882 80.300392627716064 48.843472957611084 1264.1035418510437 296.96718883514404 191.04130339622498 131.55137825012207 40.243873715400696 51.063630819320679 88.070945143699646
leaf_count=3794 24 22 40 44 492 122 67 70 12 46 47
internal_value=0 0.000323427 0.000580454 -8.00356e-06 -0.000117364 -0.000394179 -0.000654589 -0.0012107 -0.00208197 -0.00126415 -0.000113001
internal_weight=0 230.081 176.517 9329.92 2111.89 847.782 550.815 271.702 140.151 91.3075 279.112
internal_count=4780 86 62 4694 900 408 286 172 102 58 114
is_linear=0
shrinkage=0.06


Tree=1077
num_leaves=12
num_cat=0
split_feature=99 60 138 19 86 1 52 35 135 61 29
split_gain=0.00708802 0.00789559 0.00833668 0.010299 0.00752103 0.0272031 0.0276828 0.0370514 0.0319484 0.031758 0.0312036
threshold=0.034632634371519096 0.00039601318712811922 0.00064626874518580746 0.011880517937242987 0.00017767510871635753 0.091400381177663817 0.020658296532928947 0.0026833302108570938 0.00096484774257987748 0.0014881226234138014 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 10 9 -9 -8 -6
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 -12
leaf_value=-6.8060820783526847e-05 0.00058189984192481988 3.4362273618027867e-05 0.0013617306387567053 -0.00047490420869065672 9.8983328633502123e-05 0.00087562515336107568 0.00039611874329461021 0.0003079265759733224 0.0017790352213560574 -0.0010761737758935306 -0.00025039791271226641
leaf_weight=4497.4496291875839 139.41560816764832 373.37528026103973 33.302367925643921 43.480433106422424 2363.2315603494644 136.46008098125458 179.01778995990753 107.41067397594452 105.19051611423492 74.656320571899414 1507.0094230175018
leaf_count=2378 69 207 30 23 1086 34 40 24 22 43 824
internal_value=0 0.000201478 0.000489937 0.00033054 -1.32719e-05 4.18171e-05 1.55595e-05 0.000452258 0.00103629 -3.74304e-05 -3.7063e-05
internal_weight=0 589.574 216.198 182.896 8970.43 4472.98 4336.52 466.275 212.601 253.674 3870.24
internal_count=4780 329 122 92 4451 2073 2039 129 46 83 1910
is_linear=0
shrinkage=0.06


Tree=1078
num_leaves=12
num_cat=0
split_feature=146 83 46 11 117 69 21 83 42 108 107
split_gain=0.0064625 0.0155869 0.0277906 0.0236461 0.0298875 0.0460584 0.0198997 0.0146598 0.0381141 0.016386 0.0158352
threshold=0.0010263677686452868 0.045367386192083366 0.015200819820165636 0.00044738779251929378 0.0027679565828293566 0.00062670491752214741 0.0026012937305495147 0.020658296532928947 0.001792412775103003 0.0030382014811038975 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 -5 -6 -3 10 -9 -10 -1
right_child=-2 2 -4 4 5 -7 -8 8 9 -11 -12
leaf_value=-5.2370049672838083e-05 -2.1312569341734729e-05 -0.0022698013109329783 0.0014970632051320362 0.0011066137233523286 -0.0020230487892012165 0.00085242157336502301 0.00017766449232936419 -0.0022240884715794742 -0.001126444059355639 0.00023825243703890072 0.00046726137065610104
leaf_weight=661.36816024780273 8058.9949923753738 23.311657547950745 74.937352776527405 111.75731229782104 35.522525787353516 45.794268369674683 24.421736478805542 35.616203188896179 41.072920441627502 137.19545030593872 310.00710380077362
leaf_count=329 4018 21 19 36 32 17 22 24 37 67 158
internal_value=0 0.00011428 0.000488817 0.000174568 0.000470239 -0.000404644 -0.00101986 1.44732e-05 -0.000435097 -7.6628e-05 0.000113497
internal_weight=0 1501 315.745 240.808 193.074 81.3168 47.7334 1185.26 213.885 178.268 971.375
internal_count=4780 762 147 128 85 49 43 615 128 104 487
is_linear=0
shrinkage=0.06


Tree=1079
num_leaves=12
num_cat=0
split_feature=116 113 104 108 44 91 146 23 123 65 69
split_gain=0.00677831 0.0141738 0.0233473 0.0213252 0.0226397 0.0215436 0.0179483 0.0177143 0.016894 0.016869 0.0158743
threshold=0.012636432424187662 0.0020932231564074759 0.0018488886416889729 0.0030382014811038975 0.0013146653072908523 0.0066005610860884198 0.0036604277556762104 0.00899649551138282 0.00066645268816500913 0.0011261500185355546 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 8 7 -4 -2 -5 10 -6
right_child=1 2 6 4 9 -7 -8 -9 -10 -11 -12
leaf_value=-1.9754206074332546e-05 -0.0019290508604380904 -0.00085882092487136845 0.00052370776239923141 -0.00085549399573154098 0.00056878471317913339 0.00043118313184137481 -0.0001649629179712081 -0.00021744797430187288 0.00075058363678620242 0.00021039874910286203 0.0017033825087081069
leaf_weight=8294.8937901258469 32.192288994789124 109.25612223148346 219.90335559844971 54.581222414970398 75.860076904296875 115.1812264919281 357.74049782752991 66.885768055915833 41.353952646255493 84.740708351135254 107.41067397594452
leaf_count=4182 29 58 93 33 36 31 201 36 13 44 24
internal_value=0 0.000129339 -5.49203e-05 0.000348207 0.000627728 -0.000126666 9.72525e-05 -0.000774964 -0.000163115 0.000910767 0.00123431
internal_weight=0 1265.11 686.9 578.206 363.947 214.259 577.644 99.0781 95.9352 268.011 183.271
internal_count=4780 598 352 246 150 96 294 65 46 104 60
is_linear=0
shrinkage=0.06


Tree=1080
num_leaves=12
num_cat=0
split_feature=9 148 99 117 50 22 77 41 105 108 117
split_gain=0.00680711 0.0132598 0.0186936 0.0173053 0.0180445 0.011373 0.0112468 0.0151161 0.017823 0.0140552 0.0255574
threshold=0.0020932231564074759 0.027182282879948619 0.00017767510871635753 0.0015833032084628942 0.00244467705488205 0.0010918468469753864 0.00057154725072905432 0.00046126570669002836 0.0017376682371832433 0.0087224207818508166 0.034632634371519096
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6 8 -8 10 -10
right_child=1 -3 3 4 6 -7 7 -9 9 -11 -12
leaf_value=-1.7080691574336805e-05 0.00091956981773767712 0.00057005241172785714 -0.0011782783839596133 -0.0014217226198194029 0.00076896166021616188 -5.6080638269278845e-05 0.00031244492856675739 0.00054145190412387275 -0.001560949002598494 4.5294239535075704e-05 0.00054381915554871331
leaf_weight=8585.3878601789474 76.970155835151672 211.85177087783813 46.810669898986816 46.716992497444153 86.960866212844849 41.353952646255493 138.39920663833618 141.9167982339859 81.129439353942871 74.656320571899414 27.845650672912598
leaf_count=4282 37 110 26 34 46 13 60 47 65 43 17
internal_value=0 0.000150238 3.35783e-05 -6.59812e-05 1.56756e-05 -0.000781273 0.000143198 2.57668e-05 -0.00020159 -0.000588966 -0.00102313
internal_weight=0 974.612 762.76 685.79 638.979 88.0709 550.908 463.947 322.031 183.631 108.975
internal_count=4780 498 388 351 325 47 278 232 185 125 82
is_linear=0
shrinkage=0.06


Tree=1081
num_leaves=12
num_cat=0
split_feature=49 45 76 4 26 132 77 147 60 115 138
split_gain=0.00657847 0.014637 0.0222591 0.0106798 0.00966453 0.0120869 0.00838214 0.0373841 0.0662523 0.0231495 0.0290982
threshold=0.0049928687512874612 0.0012357163941487672 0.00044738779251929378 0.00046126570669002836 0.00037263428384903824 0.0035485138650983576 0.020035739988088611 0.0022975050378590827 0.00017767510871635753 0.0046923852059990176 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 5 -5 -1 8 -8 10 -9
right_child=1 3 -4 4 -6 -7 7 9 -10 -11 -12
leaf_value=-3.0287644915299756e-05 -0.0012709523087891467 0.001122914563925229 0.00058866595601271045 -0.00091149434233769378 0.00090732919665170665 0.00053147262808964752 -0.00016989775648287682 0.0016880367865863516 -0.0038223653151308119 9.4396566665712437e-05 0.00031122928648466314
leaf_weight=8127.6184813976288 46.716992497444153 75.860076904296875 45.794268369674683 40.056518912315369 47.920748829841614 43.480433106422424 90.197425603866577 81.597826361656189 22.201578617095947 767.58912777900696 170.96620523929596
leaf_count=4193 34 36 17 28 27 23 57 25 20 263 57
internal_value=0 0.000276535 -0.000350776 0.000556494 0.000229025 -0.000160702 -8.97799e-06 0.000143937 -0.000894107 0.000258384 0.000756537
internal_weight=0 299.829 92.5113 207.318 131.458 83.537 9260.17 1132.55 112.399 1020.15 252.564
internal_count=4780 165 51 114 78 51 4615 422 77 345 82
is_linear=0
shrinkage=0.06


Tree=1082
num_leaves=12
num_cat=0
split_feature=107 98 121 51 146 121 28 127 86 7 107
split_gain=0.00780811 0.0133455 0.017178 0.00758776 0.0120303 0.0140053 0.0132083 0.00950834 0.0087377 0.0410783 0.0496667
threshold=0.048151826485991485 0.00043393640953581786 0.00099512818269431613 0.027182282879948619 0.0072436286136507997 0.00017767510871635753 0.0013986918493174019 0.0012745757703669371 0.00017767510871635753 0.00093549740267917525 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 7 6 -6 -5 -1 10 -10
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-7.6008101150213214e-05 0.001614601134255714 -0.00097545181755919071 0.00060404335369971087 0.00021819681208958238 -0.00010889309938705252 0.00027577768950339394 -0.001982244204013103 0.0010458810131720128 0.00052124622991715633 -5.952003202319183e-05 -0.00073401625796400247
leaf_weight=4575.7172187566757 27.751973271369934 34.412446856498718 87.883590340614319 119.15315520763397 32.192288994789124 107.03596436977386 23.311657547950745 86.038142085075378 930.50374829769135 3406.8556323051453 129.14386558532715
leaf_count=2400 25 31 63 75 29 56 21 29 337 1630 84
internal_value=0 0.000429246 0.000159161 -6.86947e-06 0.000260262 -0.000125297 -0.00089785 0.000565591 -1.7736e-05 4.19613e-05 0.000368207
internal_weight=0 150.048 122.296 9409.95 367.731 162.54 55.5039 205.191 9042.22 4466.5 1059.65
internal_count=4780 119 94 4661 210 106 50 104 4451 2051 421
is_linear=0
shrinkage=0.06


Tree=1083
num_leaves=12
num_cat=0
split_feature=107 53 118 144 108 128 77 85 102 58 52
split_gain=0.00690094 0.012063 0.00720095 0.0210698 0.0171315 0.0352091 0.0358167 0.0273033 0.0186478 0.0300638 0.0326367
threshold=0.048151826485991485 0.12945349514484408 0.0054799309000372895 0.021960759535431865 0.0013986918493174019 0.00017767510871635753 0.00899649551138282 0.0014427106943912806 0.0022272822679951791 0.0015349716995842757 0.016164712607860569
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 -7 9 -6 -11
right_child=1 -3 3 -5 8 6 -8 -9 -10 10 -12
leaf_value=-3.1681332636285667e-05 5.3914151902280372e-05 0.0012309133283164484 0.00078717135171061877 -0.00095087209325561348 0.00048735665818824624 -0.0026042048572142355 -0.00011271745321402398 -0.00047476604091576898 0.00049747857594187208 -0.00015162703099803524 -0.0020975688939519517
leaf_weight=7644.5327417850494 105.55117583274841 44.496834635734558 107.31699657440186 65.682011723518372 283.64624166488647 42.1829993724823 272.63912975788116 44.590512037277222 607.44267964363098 307.50591373443604 34.412446856498718
leaf_count=3871 87 32 32 43 110 38 92 24 240 180 31
internal_value=0 0.000403541 -6.45788e-06 0.000102759 0.000143528 -0.000166052 -0.000450815 -0.00151175 0.000260717 3.07705e-05 -0.000348033
internal_weight=0 150.048 9409.95 1765.42 1699.74 466.73 359.413 86.7735 1233.01 625.565 341.918
internal_count=4780 119 4661 790 747 186 154 62 561 321 211
is_linear=0
shrinkage=0.06


Tree=1084
num_leaves=12
num_cat=0
split_feature=124 23 7 91 23 114 21 113 23 112 73
split_gain=0.00702724 0.0230106 0.0373513 0.0364905 0.0265354 0.0242341 0.0305664 0.0429807 0.0289261 0.0273347 0.051006
threshold=0.00073092587990686308 0.0025217677466571335 0.001792412775103003 0.0031340263085439806 0.0014881226234138014 0.0005893622583243997 0.0049928687512874612 0.0051502294372767219 0.017724351026117805 0.00046126570669002836 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -3 10 -10
right_child=1 5 -4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-6.3480120322955411e-05 -0.00013604507710381601 0.00077700575628627904 -1.1523773009477014e-05 -0.0029105712878730061 -0.001449718588948041 5.1567710401568832e-05 -0.0005022852349748975 0.0022839600286443953 -0.0024418171040824547 0.00087076190395196228 0.00067950942608070676
leaf_weight=3790.769637465477 164.85374617576599 303.34663021564484 963.33772921562195 26.641894340515137 83.255919814109802 3959.1409752368927 96.764221787452698 52.54841935634613 41.072920441627502 43.574110507965088 34.693479061126709
leaf_count=1895 100 152 407 24 75 1982 71 15 37 15 7
internal_value=0 4.16785e-05 -0.000187548 -0.0008045 -0.000577269 0.000104315 0.000469339 0.000667238 0.000465755 -0.000325388 -0.00101355
internal_weight=0 5769.23 1238.09 274.752 248.11 4531.14 572 475.236 422.687 119.341 75.7664
internal_count=4780 2885 606 199 175 2279 297 226 211 59 44
is_linear=0
shrinkage=0.06


Tree=1085
num_leaves=12
num_cat=0
split_feature=146 5 78 37 40 0 10 54 109 113 80
split_gain=0.00646432 0.0133221 0.0369271 0.0136999 0.0162168 0.0177057 0.0143626 0.0184045 0.0168666 0.0125769 0.0362631
threshold=0.0010263677686452868 0.033603202551603324 0.00017767510871635753 0.0011261500185355546 0.00747153488919139 0.035692447796463973 0.0035485138650983576 0.0072436286136507997 0.0051502294372767219 0.00093549740267917525 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 9 -5 -8 -9 -1 -11
right_child=-2 2 -4 6 -6 -7 7 8 -10 10 -12
leaf_value=0.00016454364759846846 -2.1313458158770011e-05 0.00052743988505649011 -0.0020052609359215556 0.0007258206292378611 -0.0010904502300132025 0.0013667165470622829 -0.00089025897044072322 -0.00034788774124956846 0.00090689034617762838 8.1930325334267714e-05 -0.0016519952827381654
leaf_weight=635.74266743659973 8058.9949923753738 45.606913566589355 37.836361050605774 255.89426839351654 44.496834635734558 36.913636922836304 54.581222414970398 65.869366526603699 92.792293071746826 173.45334541797638 57.817781805992126
leaf_count=314 4018 33 26 85 32 9 33 27 27 132 44
internal_value=0 0.000114298 -0.000622009 0.000157681 2.6483e-05 8.15798e-05 0.000422854 5.91196e-05 0.00038607 2.6713e-05 -0.000352078
internal_weight=0 1501 83.4433 1417.56 948.424 903.927 469.137 213.243 158.662 867.014 231.271
internal_count=4780 762 59 703 531 499 172 87 54 490 176
is_linear=0
shrinkage=0.06


Tree=1086
num_leaves=12
num_cat=0
split_feature=76 2 36 121 19 46 80 74 119 7 87
split_gain=0.0064885 0.00818916 0.030892 0.0226275 0.0229587 0.0422825 0.0303552 0.0219874 0.024604 0.0267764 0.016831
threshold=0.019431582652032379 0.0016331639490090313 0.00037263428384903824 0.00075379351619631063 0.010180860292166473 0.0016846025246195497 0.0062037324532866487 0.0014881226234138014 0.00040826165059115743 0.0012357163941487672 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 8 9 -4 -10
right_child=-2 2 7 4 -6 6 -8 -9 10 -11 -12
leaf_value=1.2248531926833056e-05 0.00062659866180024668 7.0329201326042125e-05 -0.0015760802357301206 -0.0006924728374127796 1.0350146312326018e-05 -0.0014822829562424556 -0.0044634536674900901 -0.00055170895688201214 0.0014072654083363255 0.0006140188648537326 0.00032797099482117132
leaf_weight=8762.8271842002869 59.021538138389587 108.14604330062866 40.056518912315369 104.72212910652161 59.208892941474915 27.751973271369934 22.201578617095947 116.93299734592438 85.021740555763245 40.150196313858032 133.95889091491699
leaf_count=4361 37 57 28 62 21 25 20 73 20 20 56
internal_value=0 -3.91963e-06 -0.000195833 -0.000636966 -0.00099446 -0.00137885 -0.00281352 0.000145626 0.000418263 -0.000480352 0.00074747
internal_weight=0 9500.98 738.151 322.031 213.885 154.676 49.9536 416.12 299.187 80.2067 218.981
internal_count=4780 4743 382 185 128 107 45 197 124 48 76
is_linear=0
shrinkage=0.06


Tree=1087
num_leaves=12
num_cat=0
split_feature=98 36 21 62 115 30 87 91 52 94 29
split_gain=0.00706028 0.0123392 0.0178732 0.0136693 0.0298413 0.00986574 0.00961054 0.0127846 0.0264268 0.00919617 0.0314015
threshold=0.049604203552007682 0.00068727668258361529 0.00087947337306104611 0.00040826165059115743 0.0054799309000372895 0.00057154725072905432 0.00038414125447161501 0.0020292587578296666 0.0037758676335215573 0.015200819820165636 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 -3 6 -4 8 -8 -1 -11
right_child=1 3 5 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-3.5252510044753266e-05 0.00066783056044629756 -0.0021163596721317209 0.00029325757929851801 0.00015548919764512512 0.00044926568232098055 0.00073725134181894063 -0.00020497563375393381 5.2904654184422047e-05 -0.0027303365771512871 1.209357437782827e-05 0.00097872549110835944
leaf_weight=7946.8629704713821 270.13793969154358 35.522525787353516 88.070945143699646 108.33339810371399 30.065808534622192 50.234584093093872 41.166597843170166 69.199603319168091 23.311657547950745 753.05037438869476 144.04327869415283
leaf_count=4014 114 32 47 41 19 21 29 30 21 355 57
internal_value=0 0.000181176 0.000322239 -0.000258458 -0.000941379 -2.1126e-05 -0.000193182 -0.000513643 -0.00112082 -1.46952e-05 0.000167394
internal_weight=0 716.043 542.121 173.922 65.5883 271.983 221.749 133.678 64.4783 8843.96 897.094
internal_count=4780 354 262 92 51 148 127 80 50 4426 412
is_linear=0
shrinkage=0.06


Tree=1088
num_leaves=12
num_cat=0
split_feature=107 11 101 31 101 117 95 142 12 38 32
split_gain=0.00652722 0.00916478 0.00925905 0.007265 0.025129 0.0271838 0.0531814 0.0352795 0.0226187 0.0215495 0.0274689
threshold=0.048151826485991485 0.004017772153019906 0.00017767510871635753 0.00093549740267917525 0.0087224207818508166 0.0036604277556762104 0.00039601318712811922 0.00899649551138282 0.00747153488919139 0.0030382014811038975 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 -6 -8 9 10 -7
right_child=1 -3 -4 4 5 8 7 -9 -10 -11 -12
leaf_value=-4.3516990131186291e-05 0.00049533658561496914 0.00094027262839860889 -0.00076991216366132233 0.00014279134503162246 0.00033139459523171542 0.00019492975438459021 -0.0011014871303050603 -0.0043737666450278092 0.00081768998920787937 0.00062669257753274709 -0.0010439115721889627
leaf_weight=6278.517392873764 52.173709750175476 63.368176460266113 34.506124258041382 2627.6177006959915 40.150196313858032 104.90948390960693 25.531815409660339 22.201578617095947 76.047431707382202 68.183201789855957 166.7928718328476
leaf_count=3077 47 49 23 1308 20 46 23 20 20 21 126
internal_value=0 0.000392458 -8.64942e-06 -6.28497e-06 6.83641e-05 -0.000319757 -0.00127792 -0.00262944 -0.000117044 -0.000326365 -0.000565675
internal_weight=0 150.048 86.6798 9409.95 3131.43 503.817 87.8836 47.7334 415.933 339.886 271.702
internal_count=4780 119 70 4661 1584 276 63 43 213 193 172
is_linear=0
shrinkage=0.06


Tree=1089
num_leaves=12
num_cat=0
split_feature=93 107 58 148 9 143 145 23 119 21 22
split_gain=0.00718316 0.0120329 0.0132607 0.0118451 0.0143498 0.0204731 0.0110653 0.0127504 0.0108639 0.0119892 0.0135217
threshold=0.010829726699739696 0.0012357163941487672 0.0020932231564074759 0.0079489401541650313 0.00037263428384903824 0.0070226341485977182 0.0026833302108570938 0.017724351026117805 0.0003614811430452392 0.0037758676335215573 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 -5 -6 -8 -3 10 -10
right_child=1 3 -4 4 6 -7 7 -9 9 -11 -12
leaf_value=-2.1502035533472305e-05 5.761704100369101e-05 -0.00027553091958370401 0.00090865752201002375 0.00021788758307417306 0.00030411334487263637 0.001868171900145842 -0.00097986079842960275 0.00021698487978020874 0.0015750505355697072 -0.00023132736551891844 -4.7504708162997269e-05
leaf_weight=8167.1550855636597 129.5185751914978 472.90767443180084 134.14624571800232 71.232406377792358 265.4165917634964 43.574110507965088 63.27449905872345 64.759287595748901 41.166597843170166 73.35888683795929 33.489722728729248
leaf_count=3978 52 329 40 48 134 15 57 26 29 58 14
internal_value=0 0.000125912 0.000490786 4.06769e-05 0.000255442 0.000845324 8.31468e-05 -0.000374801 -0.000135132 0.000313325 0.000848106
internal_weight=0 1392.84 263.665 1129.18 508.257 114.807 393.45 128.034 620.923 148.015 74.6563
internal_count=4780 802 92 710 280 63 217 83 430 101 43
is_linear=0
shrinkage=0.06


Tree=1090
num_leaves=12
num_cat=0
split_feature=124 143 78 52 9 53 116 0 24 99 47
split_gain=0.00669393 0.0137819 0.0204902 0.0156975 0.0163979 0.0177076 0.0159092 0.01383 0.0134261 0.011647 0.0104851
threshold=0.02129978779703379 0.0049928687512874612 0.037906534969806678 0.0060143163427710542 0.00057154725072905432 0.0048403022810816774 0.0038949446752667431 0.0044099434744566688 0.00047558375808876013 0.00017767510871635753 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 9 -7 8 -2 -3 -5
right_child=1 3 -4 10 -6 6 -8 -9 -10 -11 -12
leaf_value=-1.8042293240997932e-05 -0.00022573103866657687 -0.00039511408368353288 -0.0010029400232611234 0.00021036197937811672 -2.1206630713147606e-05 0.00074183107283711056 0.0020585218618347518 -0.00056206510219748566 0.00057535397806072217 0.00068623065886383623 -0.00078559306829583178
leaf_weight=8468.8155225515366 123.87450313568115 52.454741954803467 75.860076904296875 97.326286196708679 140.52568709850311 83.72430682182312 54.674899816513062 95.6541428565979 191.87035012245178 112.86739122867584 62.351774930953979
leaf_count=4274 55 23 36 23 70 35 25 70 92 37 40
internal_value=0 0.000139843 -9.75409e-05 0.000331354 0.000514717 0.000762604 0.0012631 6.96137e-05 0.000261097 0.000343101 -0.000178791
internal_weight=0 1091.18 487.259 603.925 444.247 303.721 138.399 411.399 315.745 165.322 159.678
internal_count=4780 506 253 253 190 120 60 217 147 60 63
is_linear=0
shrinkage=0.06


Tree=1091
num_leaves=12
num_cat=0
split_feature=112 11 23 51 98 2 61 128 124 27 42
split_gain=0.00690717 0.0104162 0.010517 0.0179725 0.0106817 0.0125857 0.0127352 0.0120588 0.0112262 0.0131497 0.0128821
threshold=0.0033348383149132137 0.027182282879948619 0.02636832278221846 0.010829726699739696 0.049604203552007682 0.00064626874518580746 0.0054799309000372895 0.0035485138650983576 0.0012745757703669371 0.00064626874518580746 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -7 9 10 -2
right_child=1 -3 -4 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=-1.7391836205474489e-05 -0.0011395042435736163 0.00091318938543358925 0.00046427107531140966 0.00062846736248854272 0.00050079795963229277 -0.0014524575990108718 0.00051597966099673409 6.0955374133657352e-05 -0.0009275821223891389 0.00021523127199320923 0.00042566602863943246
leaf_weight=8565.9685038328171 64.384577989578247 60.318971872329712 218.69959926605225 129.42489778995514 77.986557364463806 54.393867611885071 89.274701476097107 29.049407005310059 76.595446228981018 167.16758143901825 26.7355717420578
leaf_count=4216 58 22 100 60 46 49 40 10 69 94 16
internal_value=0 0.000149687 0.000100272 -1.11136e-05 -0.000152555 -0.000253014 -0.000120403 -0.000926145 -0.000290157 -0.000100842 -0.000680304
internal_weight=0 994.031 933.712 715.013 585.588 507.601 424.158 83.4433 334.883 258.288 91.1201
internal_count=4780 564 542 442 382 336 277 59 237 168 74
is_linear=0
shrinkage=0.06


Tree=1092
num_leaves=12
num_cat=0
split_feature=9 130 37 19 88 81 135 107 34 1 121
split_gain=0.00671448 0.0111992 0.0109983 0.0170469 0.0123427 0.0118828 0.0252487 0.0114658 0.0106131 0.014987 0.0159701
threshold=0.0020932231564074759 0.0036604277556762104 0.0037758676335215573 0.02636832278221846 0.0017376682371832433 0.0048403022810816774 0.0037758676335215573 0.00073092587990686308 0.0041444667149335155 0.00017767510871635753 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -4 -5 -7 -2 9 -9 -11
right_child=2 -3 4 5 -6 6 -8 8 -10 10 -12
leaf_value=-1.1638601707681093e-05 -0.00035041639783386339 -0.00089956893468370468 -6.6626987710676589e-05 0.00042988344008453228 0.0010154873718674154 -0.002077457657654244 3.8297457884124655e-05 0.00065806013827094387 0.00040839705485689611 -0.0016389706988798633 0.00014255275903172641
leaf_weight=8534.0431971549988 126.18833839893341 51.344663023948669 61.335373401641846 27.845650672912598 99.359089255332947 39.962841510772705 41.166597843170166 42.464031577110291 463.94741547107697 36.632604718208313 35.709880590438843
leaf_count=4260 49 22 31 17 41 36 29 14 232 33 16
internal_value=0 -1.69593e-05 0.000149217 5.96275e-05 0.000602671 -0.000638414 -0.00100516 0.000167611 0.0002806 -0.00023575 -0.000760588
internal_weight=0 8585.39 974.612 813.917 160.694 108.975 81.1294 704.942 578.754 114.807 72.3425
internal_count=4780 4282 498 426 72 82 65 344 295 63 49
is_linear=0
shrinkage=0.06


Tree=1093
num_leaves=12
num_cat=0
split_feature=67 26 147 85 47 11 78 78 136 17 40
split_gain=0.00706695 0.015015 0.0216873 0.0324972 0.0325534 0.017097 0.011136 0.0371489 0.0481442 0.0452515 0.0300369
threshold=0.0044099434744566688 0.00017767510871635753 0.00017767510871635753 0.0010585968848317864 0.00096484774257987748 0.0016846025246195497 0.0079489401541650313 0.0068083447404205808 0.00017767510871635753 0.00040826165059115743 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -6 7 -1 9 -9 -11
right_child=1 -3 3 -5 5 -7 -8 8 -10 10 -12
leaf_value=-3.8675041602061675e-06 0.001204319621180956 0.00068439651036173279 3.1049719971570061e-05 0.00014431151226725126 -0.00096846265189933487 -0.0031446934540041971 -9.8721875283484911e-05 -0.0001345425129146443 -0.00055789205583826949 0.002310374958284251 0.00079183154869746377
leaf_weight=4915.6824038028717 52.54841935634613 163.10197532176971 52.54841935634613 472.28003239631653 25.531815409660339 26.641894340515137 3487.9054441452026 83.536952018737793 92.417583465576172 92.88597047328949 94.918773531913757
leaf_count=2682 15 58 15 191 23 24 1606 51 59 19 37
internal_value=0 0.000171537 3.85795e-05 -6.77764e-05 -0.00102348 -0.00208362 -1.55291e-05 3.94337e-05 0.000624428 0.00102718 0.00154371
internal_weight=0 792.653 629.551 577.002 104.722 52.1737 8767.35 5279.44 363.759 271.342 187.805
internal_count=4780 326 268 253 62 47 4454 2848 166 107 56
is_linear=0
shrinkage=0.06


Tree=1094
num_leaves=12
num_cat=0
split_feature=4 108 147 145 8 109 33 63 58 82 105
split_gain=0.00697399 0.0189437 0.0296502 0.0260902 0.0371415 0.0303401 0.0314613 0.0290342 0.0282948 0.0273848 0.0260673
threshold=0.0005375427135732026 0.0019672545604407792 0.11126060038805009 0.0045489775948226461 0.0027679565828293566 0.0017376682371832433 0.0046923852059990176 0.00042089859198313212 0.00017767510871635753 0.00055427959887310873 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 -3 7 -7 -5 -10 -1
right_child=-2 2 -4 8 -6 6 -8 -9 9 -11 -12
leaf_value=1.5246951513165071e-05 -3.7077691016006796e-05 0.0001659739058657882 0.0015135034354319247 0.002102451786471558 0.00021720485778516045 -0.00051617680992698748 0.00014552240230537969 -0.0020936609870811636 -0.00019653602570577527 0.00066540916728405613 -0.00069655957189205175
leaf_weight=1150.84739112854 6276.9529768228531 154.86303579807281 59.208892941474915 35.803557991981506 835.3835700750351 78.909281492233276 71.326083779335022 89.916393399238586 202.87746202945709 383.27231323719025 220.63872492313385
leaf_count=584 3019 91 21 8 413 63 40 81 110 224 126
internal_value=0 7.08424e-05 0.000192919 0.000150628 -9.47711e-06 -0.000488801 -0.00091093 -0.00135709 0.000467311 0.000367091 -9.93078e-05
internal_weight=0 3283.05 1911.56 1852.35 1230.4 395.015 240.152 168.826 621.953 586.15 1371.49
internal_count=4780 1761 1051 1030 688 275 184 144 342 334 710
is_linear=0
shrinkage=0.06


Tree=1095
num_leaves=12
num_cat=0
split_feature=99 34 70 108 52 144 8 87 78 63 50
split_gain=0.00782174 0.00814078 0.0114674 0.0260444 0.0581672 0.0338508 0.0376704 0.0769874 0.0362096 0.108943 0.033622
threshold=0.023343417793512348 0.02636832278221846 0.00017767510871635753 0.0044099434744566688 0.028884131461381916 0.00096484774257987748 0.0018488886416889729 0.0011615398107096555 0.0031340263085439806 0.00042089859198313212 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 6 7 8 -1 -10 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00061472066363815368 0.00018466325999184555 0.00014913292802515649 -9.1905623344130783e-05 -0.00051743595809897538 -0.0024122329511596895 -7.1038990181432636e-05 0.00075539673653377069 -0.0022228389421322268 0.00046295242522941237 -0.003183482749883431 0.00033224863994225044
leaf_weight=341.4640234708786 759.88415288925171 958.05431687831879 4929.3921104669571 358.66322195529938 42.276676774024963 1116.5426715612411 538.52410852909088 48.843472957611084 111.75731229782104 39.962841510772705 314.63477432727814
leaf_count=154 442 475 2565 218 30 448 186 44 36 36 146
internal_value=0 -1.59629e-05 -3.61341e-05 5.82534e-05 -0.000256107 0.000160645 0.00040003 4.68861e-05 0.000272078 -0.000498977 -0.000120385
internal_weight=0 8800.12 7842.06 2912.67 715.575 2197.09 1080.55 542.028 493.184 151.72 673.298
internal_count=4780 4338 3863 1298 394 904 456 270 226 72 364
is_linear=0
shrinkage=0.06


Tree=1096
num_leaves=12
num_cat=0
split_feature=20 118 122 95 38 38 81 29 128 39 21
split_gain=0.00680503 0.0103285 0.023167 0.0176755 0.0167131 0.0340791 0.0381591 0.0391717 0.0198584 0.02893 0.019665
threshold=0.0042751494329422721 0.0054799309000372895 0.0019672545604407792 0.0042751494329422721 0.0015833032084628942 0.0017376682371832433 0.011880517937242987 0.0032328735105693345 0.0022272822679951791 0.0019071503775194289 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 10 -6 8 -8 9 -7 -1
right_child=-2 2 3 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.00015801137119527848 0.00012070546416932784 0.00017301304903531511 -0.0015492160776099531 0.00015891559689299817 -0.0019852593405389127 7.1036515533288004e-05 -0.00014801641197731847 -0.0026496092993068096 0.00041601359255299329 -0.0014769474258311242 6.3434688150632373e-05
leaf_weight=2412.0750333070755 1429.4912526607513 1486.6813924312592 51.157308220863342 37.930038452148438 43.293078303337097 138.30552923679352 46.90434730052948 43.293078303337097 212.22648048400879 63.27449905872345 3595.3676458597183
leaf_count=1130 738 644 38 18 39 68 18 39 78 57 1913
internal_value=0 -2.12436e-05 0.000116677 -0.000822595 -5.44011e-05 -0.00037179 -0.00023283 -0.00135034 1.10212e-05 -0.000415356 -2.54803e-05
internal_weight=0 8130.51 1575.77 89.0873 6554.74 547.297 504.004 90.1974 413.807 201.58 6007.44
internal_count=4780 4042 700 56 3342 299 260 57 203 125 3043
is_linear=0
shrinkage=0.06


Tree=1097
num_leaves=12
num_cat=0
split_feature=75 1 73 25 77 141 79 19 24 113 75
split_gain=0.0072323 0.0142583 0.0184283 0.0208973 0.0211958 0.0116316 0.0144115 0.0151269 0.021653 0.015111 0.00978258
threshold=0.023343417793512348 0.022641776129603389 0.020658296532928947 0.0079489401541650313 0.0046923852059990176 0.010829726699739696 0.0049928687512874612 0.00060774214216507982 0.0020292587578296666 0.0005893622583243997 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 5 4 -4 6 -2 -8 -9 -10 -1
right_child=1 -3 3 -5 -6 -7 7 8 9 -11 -12
leaf_value=1.3033180775387517e-05 0.00068630422731656335 0.0011127671072779083 -0.00036126771941237068 -5.7597603208145123e-06 -0.0028255119796717263 0.0010962664353975776 -0.0011352008635519583 0.00074520313522626373 -0.0014518440966221338 -4.5264157300166616e-06 -0.00015756151298253283
leaf_weight=7396.7837355136871 140.90039670467377 54.768577218055725 28.862052202224731 130.72233152389526 22.201578617095947 58.098814010620117 40.056518912315369 109.53715443611145 35.522525787353516 95.841497659683228 1446.7045010328293
leaf_count=3761 38 17 26 45 20 20 28 34 32 54 705
internal_value=0 0.000183307 0.000106225 -0.000408113 -0.00143611 0.000301077 0.000191329 -5.70573e-05 0.000122611 -0.000396706 -1.48758e-05
internal_weight=0 716.511 661.743 181.786 51.0636 479.957 421.858 280.958 240.901 131.364 8843.49
internal_count=4780 314 297 91 46 206 186 148 120 86 4466
is_linear=0
shrinkage=0.06


Tree=1098
num_leaves=12
num_cat=0
split_feature=77 147 60 149 72 24 106 110 44 19 31
split_gain=0.00692157 0.0302414 0.056008 0.0242759 0.027711 0.0212657 0.0202446 0.0220867 0.0198575 0.0240078 0.0502199
threshold=0.020035739988088611 0.0022975050378590827 0.00017767510871635753 0.000490355829242617 0.00082683752407319855 0.0044099434744566688 0.0016331639490090313 0.00017767510871635753 0.0010918468469753864 0.00017767510871635753 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 -2 -5 -8 9 10 -6
right_child=1 3 -4 6 8 -7 7 -9 -10 -11 -12
leaf_value=-1.9215816260645709e-05 -0.0014375283603334827 0.00084071291270007001 -0.0034924558000482098 0.00015426319717020109 -0.0022262068986770478 0.00051565132133544707 0.0017491705347996679 0.00046762442984210465 -0.00091403316182971735 0.00026456943995159456 0.00025333834779825665
leaf_weight=8376.0091795921326 29.972131133079529 124.15553534030914 22.201578617095947 172.07628417015076 47.82707142829895 60.225294470787048 88.258299946784973 107.31699657440186 100.28181338310242 355.62806725502014 76.047431707382202
leaf_count=4344 27 31 20 58 35 30 31 32 58 94 20
internal_value=0 0.000135763 -0.000800096 0.000233991 2.75854e-05 -0.000134253 0.00062908 0.00104655 -0.000146653 1.39913e-05 -0.00070502
internal_weight=0 1183.99 112.399 1071.59 703.94 90.1974 367.652 195.575 579.784 479.503 123.875
internal_count=4780 436 77 359 238 57 121 63 207 149 55
is_linear=0
shrinkage=0.06


Tree=1099
num_leaves=12
num_cat=0
split_feature=99 75 124 132 138 21 5 10 58 83 19
split_gain=0.00727442 0.00875656 0.0162822 0.0181824 0.0118013 0.0219794 0.0120024 0.0170311 0.0208249 0.0109754 0.0371026
threshold=0.023343417793512348 0.023343417793512348 0.0045489775948226461 0.0035485138650983576 0.035692447796463973 0.0079489401541650313 0.00043393640953581786 0.00050559637020342063 0.00096484774257987748 0.030689206905663017 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 9 6 7 -6 -9 -1 -11
right_child=-2 2 -4 -5 5 -7 -8 8 -10 10 -12
leaf_value=-8.0695006009774125e-05 0.00017807710476088452 0.00024826046822650156 -4.1524917706957909e-05 0.0013603718165652386 0.00047537711124985761 0.0016684894465858002 0.0007027954334513991 -0.0024555831992942477 -1.4394718830704599e-05 -2.1004764667659027e-05 0.00080373505826461349
leaf_weight=6270.545435667038 759.88415288925171 186.50731027126312 413.80650877952576 73.827273845672607 50.328261494636536 40.243873715400696 72.529840111732483 22.201578617095947 28.862052202224731 1413.3084557056427 227.95494031906128
leaf_count=3183 442 71 203 18 13 12 33 20 26 683 76
internal_value=0 -1.54024e-05 0.000192377 0.000564041 -3.26422e-05 0.000406735 0.000113986 -0.000307491 -0.00107851 -4.45407e-05 9.35853e-05
internal_weight=0 8800.12 674.141 260.335 8125.97 214.166 173.922 101.392 51.0636 7911.81 1641.26
internal_count=4780 4338 292 89 4046 104 92 59 46 3942 759
is_linear=0
shrinkage=0.06


Tree=1100
num_leaves=12
num_cat=0
split_feature=112 4 145 133 92 51 92 124 17 4 95
split_gain=0.00690451 0.00847487 0.0221609 0.0252535 0.0339524 0.0275754 0.0251542 0.0234478 0.0326374 0.0575766 0.0459486
threshold=0.0079489401541650313 0.0005375427135732026 0.00017767510871635753 0.0054799309000372895 0.0017376682371832433 0.00080172589514404546 0.013860232196748258 0.00073092587990686308 0.0028552538715302949 0.0015833032084628942 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5 8 9 10 -4
right_child=-2 2 7 6 5 -7 -8 -9 -10 -11 -12
leaf_value=6.837805913721455e-05 0.00023733128010047566 0.0010182302038386011 -0.0014097764604549183 -0.00075628939901446095 -0.0012159255313608055 0.0004412552238566397 0.00052648337438827885 1.8629797788617784e-06 0.00010494668440491723 -0.00015941051304125672 -1.1737494776791313e-05
leaf_weight=3166.3947416543961 421.65668880939484 241.6505970954895 297.1404937505722 132.66145718097687 53.564820885658264 110.64723336696625 93.902372002601624 3407.2162920236588 606.14524590969086 910.69563245773315 118.32410848140717
leaf_count=1664 299 56 203 71 24 35 28 1695 255 400 50
internal_value=0 -1.09729e-05 -5.30461e-05 0.000282767 0.000565996 -9.97165e-05 -0.00022463 -9.28253e-05 -0.00025978 -0.00042648 -0.00101171
internal_weight=0 9138.34 5971.95 632.426 405.863 164.212 226.564 5339.52 1932.31 1326.16 415.465
internal_count=4780 4481 2817 214 115 59 99 2603 908 653 253
is_linear=0
shrinkage=0.06


Tree=1101
num_leaves=12
num_cat=0
split_feature=110 120 105 59 18 112 141 71 142 54 106
split_gain=0.00637467 0.0135342 0.0145862 0.0149419 0.00990549 0.00883432 0.00994765 0.00926748 0.0302228 0.0365596 0.0390071
threshold=0.015675474889576439 0.0011615398107096555 0.00062670491752214741 0.0022975050378590827 0.0037758676335215573 0.015923793427646164 0.007706565549597145 0.001792412775103003 0.027182282879948619 0.0010585968848317864 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 7 -7 8 9 -1 -11
right_child=1 -3 4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.00025787353498160577 3.5812279037137216e-05 -0.00090715530388616882 0.00030492166753677921 -0.0017511800979893408 0.0012346882165385751 0.00019414392820569089 0.0014297113018310033 -5.4261864462787819e-05 0.00061077383473404773 -0.0012644801844392342 -0.00012179967934078259
leaf_weight=898.12410449981689 60.037939667701721 37.74268364906311 424.90729808807373 23.311657547950745 45.606913566589355 106.84860956668854 29.972131133079529 6739.4811813831329 336.85040283203125 126.00098359584808 731.11577808856964
leaf_count=324 46 34 213 21 33 72 27 3468 69 65 408
internal_value=0 0.000190727 0.000265691 -0.000465483 0.000395287 -1.2603e-05 0.000465655 -2.00175e-05 9.02951e-05 -9.61968e-06 -0.000289908
internal_weight=0 591.606 553.864 83.3496 470.514 8968.39 136.821 8831.57 2092.09 1755.24 857.117
internal_count=4780 347 313 67 246 4433 99 4334 866 797 473
is_linear=0
shrinkage=0.06


Tree=1102
num_leaves=12
num_cat=0
split_feature=82 78 108 90 103 98 142 39 127 91 15
split_gain=0.00629043 0.0225436 0.0393864 0.0231833 0.0238954 0.0302522 0.0269608 0.0219019 0.0203326 0.0167124 0.0149054
threshold=0.0070226341485977182 0.014293605927377941 0.017724351026117805 0.0011980500421486797 0.00042089859198313212 0.049604203552007682 0.011519505176693203 0.00064626874518580746 0.00039601318712811922 0.0020292587578296666 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -3 -4 -9
right_child=1 8 9 -5 -6 -7 -8 10 -10 -11 -12
leaf_value=-1.6673892336582316e-05 -0.0017852099376337686 0.0010147955773059472 0.0015574528795100956 0.0009347966847012485 0.00016511486709243066 0.00021301041507229576 -0.0029323674700313532 -0.0015255410331924697 -0.00013588589483149203 0.00010873172968821221 -0.00014027656353683948
leaf_weight=8557.7436141967773 58.83418333530426 167.63596844673157 71.513438582420349 57.724104404449463 220.35769271850586 106.9422869682312 23.311657547950745 35.522525787353516 82.426873087882996 47.82707142829895 130.16026711463928
leaf_count=4152 53 54 24 52 150 64 21 32 50 35 93
internal_value=0 0.000142192 -2.19011e-05 -0.000210477 -0.000325567 -0.000630304 -0.000994147 -0.000791685 0.0006356 0.000977438 -0.000438019
internal_weight=0 1002.26 752.193 632.853 575.129 354.771 247.829 224.517 250.063 119.341 165.683
internal_count=4780 628 524 465 413 263 199 178 104 59 125
is_linear=0
shrinkage=0.06


Tree=1103
num_leaves=12
num_cat=0
split_feature=116 0 23 150 134 107 83 113 142 32 82
split_gain=0.00624457 0.0125132 0.0256602 0.0218607 0.0209741 0.025534 0.0286903 0.0261139 0.0211315 0.0173874 0.0169536
threshold=0.012636432424187662 0.007706565549597145 0.02636832278221846 0.0011615398107096555 0.001792412775103003 0.0027679565828293566 0.0081988852471113222 0.0070226341485977182 0.018276390619575981 0.00038414125447161501 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 8 10 -4 -7
right_child=1 2 9 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=-1.8956162647265603e-05 -0.0011153572124112695 0.00083214619927537113 0.0016947736549673611 -0.00024397741768619979 0.00074715927044436792 -6.4013293963236225e-05 0.00041101296703566231 0.0001481440264372333 -0.00233224809511891 0.00049140189978336417 -0.0014115835854944816
leaf_weight=8294.8937901258469 52.361064553260803 91.682214140892029 64.852964997291565 261.71164536476135 103.8930823802948 70.216004848480225 286.0537543296814 103.61205017566681 36.726282119750977 129.61225259304047 64.384577989578247
leaf_count=4182 31 26 18 163 37 39 96 61 25 44 58
internal_value=0 0.000124146 0.000340028 3.53616e-05 -4.07763e-05 -0.000174341 0.000174586 -0.000603734 -0.00105826 0.000893384 -0.000709177
internal_weight=0 1265.11 547.859 353.394 717.247 613.354 338.415 274.939 171.327 194.465 134.601
internal_count=4780 598 251 189 347 310 127 183 122 62 97
is_linear=0
shrinkage=0.06


Tree=1104
num_leaves=12
num_cat=0
split_feature=124 5 137 68 12 49 27 0 123 24 133
split_gain=0.00642314 0.0127184 0.0175007 0.0200628 0.017193 0.0201837 0.0143443 0.0146631 0.0216249 0.0127323 0.0180519
threshold=0.02129978779703379 0.0014881226234138014 0.0014881226234138014 0.000490355829242617 0.0045489775948226461 0.00087947337306104611 0.0010585968848317864 0.0013146653072908523 0.00082683752407319855 0.0026012937305495147 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -3 -6 7 -2 -9 -8 -11
right_child=1 4 3 -5 5 -7 9 8 -10 10 -12
leaf_value=-1.7671435400519509e-05 0.00018278831025732951 0.001485662394473437 0.00015670525161141558 -0.0018540683233694744 -0.00099230054454567222 0.00086829474431020823 0.00041703712794565503 -0.0018822977546500835 -9.1127299590066253e-05 0.00022612556546973392 -0.001126471688399145
leaf_weight=8468.8155225515366 107.12964177131653 55.784978747367859 35.803557991981506 35.522525787353516 34.412446856498718 53.471143484115601 501.70414900779724 41.072920441627502 59.115215539932251 116.10395061969757 51.063630819320679
leaf_count=4274 48 26 8 32 31 32 169 37 29 48 46
internal_value=0 0.000136988 5.71935e-05 -0.000845914 0.000662836 0.000139444 0.000130799 -0.000305159 -0.000826577 0.00026595 -0.00018747
internal_weight=0 1091.18 947.516 71.3261 143.669 87.8836 876.19 207.318 100.188 668.872 167.168
internal_count=4780 506 417 40 89 63 377 114 66 263 94
is_linear=0
shrinkage=0.06


Tree=1105
num_leaves=12
num_cat=0
split_feature=9 52 58 81 31 68 43 18 75 115 38
split_gain=0.0068663 0.0142959 0.0244919 0.0177257 0.0123011 0.0136516 0.0113172 0.0100173 0.0175446 0.0129969 0.0089758
threshold=0.0020932231564074759 0.00899649551138282 0.0015349716995842757 0.0053125319536775359 0.0032328735105693345 0.004017772153019906 0.0032328735105693345 0.00096484774257987748 0.0020932231564074759 0.0038949446752667431 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 6 7 10 -4 -2 -9 -10 -6
right_child=1 2 3 -5 5 -7 -8 8 9 -11 -12
leaf_value=-1.7150971795496945e-05 0.00038589583001040961 -0.0014548968514951481 -0.0016532688599860451 0.00026490561518334791 0.00091860732948573676 0.00166338410595068 7.9142279473493334e-05 0.00034734684909976262 -4.968489671824244e-05 -0.00155891247349669 -0.00024986459940354918
leaf_weight=8585.3878601789474 310.00710380077362 45.700590968132019 32.192288994789124 235.81917023658752 53.564820885658264 45.700590968132019 23.405334949493408 103.79940497875214 39.962841510772705 42.1829993724823 42.276676774024963
leaf_count=4282 158 25 29 75 24 25 13 45 36 38 30
internal_value=0 0.000150894 -0.000165076 3.76265e-05 0.000317984 0.000811146 -0.00092513 0.000177103 -0.000171017 -0.000825647 0.000403459
internal_weight=0 974.612 337.117 291.417 637.494 141.542 55.5976 495.952 185.945 82.1458 95.8415
internal_count=4780 498 142 117 356 79 42 277 119 74 54
is_linear=0
shrinkage=0.06


Tree=1106
num_leaves=12
num_cat=0
split_feature=51 25 116 77 106 18 38 38 99 7 98
split_gain=0.00644102 0.00755264 0.00688631 0.00670477 0.0380087 0.0562598 0.0263014 0.023621 0.0343096 0.0168936 0.0242883
threshold=0.045367386192083366 0.0079489401541650313 0.0022975050378590827 0.020035739988088611 0.0016331639490090313 0.00075379351619631063 0.0036604277556762104 0.0026012937305495147 0.023343417793512348 0.00082683752407319855 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 7 9 -7 -5 -9 10 -6
right_child=1 -3 -4 4 5 6 -8 8 -10 -11 -12
leaf_value=-2.4991422931789693e-05 0.0012658724093764771 -0.00044693978736417477 0.00026765919521370952 1.4550560169788073e-05 0.00051867637924156353 -0.0021252660761603031 9.9576603235332329e-05 -0.0020309231996454248 0.00020294679861877147 0.00052873049003873771 0.0020412467193472368
leaf_weight=8251.4929845333099 40.056518912315369 28.862052202224731 65.588334321975708 690.71264934539795 63.649208664894104 32.192288994789124 46.90434730052948 52.26738715171814 46.90434730052948 148.57727181911469 92.792293071746826
leaf_count=4248 28 26 51 218 25 29 18 39 18 53 27
internal_value=0 0.000412095 0.000646983 -5.90305e-06 0.000128251 0.000617732 -0.000807473 -0.000109829 -0.00097525 0.000987456 0.00142251
internal_weight=0 134.507 105.645 9425.49 1174 384.115 79.0966 789.884 99.1717 305.019 156.442
internal_count=4780 105 79 4675 427 152 47 275 57 105 52
is_linear=0
shrinkage=0.06


Tree=1107
num_leaves=12
num_cat=0
split_feature=20 59 117 75 98 95 133 137 44 86 17
split_gain=0.00661477 0.0097271 0.0123199 0.0157682 0.0361763 0.0273953 0.0130166 0.0120667 0.0137572 0.0258278 0.0168035
threshold=0.0042751494329422721 0.048151826485991485 0.0049928687512874612 0.00064626874518580746 0.0072436286136507997 0.0036604277556762104 0.0012745757703669371 0.0013560238294303419 0.0044099434744566688 0.00060774214216507982 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 -6 8 9 -2 -11
right_child=1 -3 3 -5 6 -7 -8 -9 -10 10 -12
leaf_value=-2.094402547061017e-05 0.00018639132885283729 0.00078353655609635022 -0.0026250566186136639 6.964206344734511e-05 0.00087051671580560999 -0.00018771892015540784 -0.00049162542259974956 0.00076715818706032707 0.00055535191393742307 -0.0021661959256415275 -0.00013003281328843511
leaf_weight=8130.5084309577942 196.12331104278564 75.031030178070068 41.072920441627502 616.68397080898285 46.90434730052948 27.845650672912598 54.487545013427734 145.05968022346497 167.44861364364624 32.192288994789124 26.641894340515137
leaf_count=4042 112 11 37 313 18 17 41 66 70 29 24
internal_value=0 0.000119007 8.21395e-05 -7.15183e-05 -0.000582392 -0.00164198 0.000138745 0.000295216 0.000133002 -0.000144495 -0.00124594
internal_weight=0 1429.49 1354.46 786.994 170.31 68.9186 101.392 567.466 422.406 254.957 58.8342
internal_count=4780 738 727 426 113 54 59 301 235 165 53
is_linear=0
shrinkage=0.06


Tree=1108
num_leaves=12
num_cat=0
split_feature=43 149 94 91 131 65 11 103 142 30 136
split_gain=0.0063601 0.0159624 0.0200587 0.0164693 0.0165834 0.0133509 0.0397805 0.0138757 0.0243278 0.0171074 0.0124422
threshold=0.024810968898236755 0.028020657598972324 0.0042751494329422721 0.00099512818269431613 0.00070876078098081063 0.0012745757703669371 0.004017772153019906 0.00042089859198313212 0.0020932231564074759 0.00057154725072905432 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -7 8 -2 -10 -9
right_child=5 2 -4 4 -6 6 -8 10 9 -11 -12
leaf_value=-1.9695492648153924e-06 0.00055698885672615271 0.00082108839145518715 -0.0016226263555930876 -0.0020092256785313178 3.5115073829325965e-05 0.00042078510140607827 -0.0020065286317797783 0.00038572338433140419 -0.001642010948344846 0.00035205529967310468 0.001367907929924033
leaf_weight=8845.0807523727417 83.443274617195129 38.946439981460571 48.937150359153748 23.311657547950745 36.632604718208313 71.419761180877686 36.726282119750977 249.59445452690125 45.513236165046692 23.405334949493408 56.98873507976532
leaf_count=4330 59 27 36 21 33 32 25 144 41 13 19
internal_value=0 -1.23072e-05 -0.000630428 -0.000138284 -0.000761929 0.00019485 -0.00040462 0.000336166 -0.000131768 -0.00096528 0.000568682
internal_weight=0 8992.91 147.828 98.8907 59.9443 567.091 108.146 458.945 152.362 68.9186 306.583
internal_count=4780 4447 117 81 54 333 57 276 113 54 163
is_linear=0
shrinkage=0.06


Tree=1109
num_leaves=12
num_cat=0
split_feature=99 122 138 14 117 82 99 136 117 95 80
split_gain=0.00665163 0.00807906 0.0123248 0.0181681 0.0137286 0.0133255 0.021243 0.00986465 0.00975019 0.0275383 0.0318015
threshold=0.023343417793512348 0.0060143163427710542 0.0066005610860884198 0.00017767510871635753 0.0084566329605877417 0.00085274505545385193 0.00017767510871635753 0.013032016810029747 0.0023699469165876512 0.011169348377734424 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -5 8 9 -1 -11
right_child=-2 2 -4 5 -6 -7 -8 -9 -10 10 -12
leaf_value=9.5207516280625644e-05 0.00017028656852163392 0.0013322889212840896 0.00074032252167540119 0.00011697006972248672 -1.7974162572078159e-05 5.2116653367223911e-05 -0.0020060405228966519 0.00058720478077312576 -7.9939045264344093e-05 8.9370691818412067e-05 -0.0021140472381607715
leaf_weight=2614.5918356180191 759.88415288925171 53.658498287200928 125.17193686962128 32.379643797874451 54.674899816513062 122.67074680328369 35.522525787353516 92.792293071746826 5574.1090867519379 50.140906691551208 44.403157234191895
leaf_count=1175 442 16 40 13 25 62 32 27 2879 29 40
internal_value=0 -1.47255e-05 0.000240739 3.13526e-05 0.000651435 -0.000321297 -0.000994984 -2.76623e-05 -3.45573e-05 5.88161e-05 -0.000946617
internal_weight=0 8800.12 424.078 298.906 108.333 190.573 67.9022 8376.04 8283.24 2709.14 94.5441
internal_count=4780 4338 188 148 41 107 45 4150 4123 1244 69
is_linear=0
shrinkage=0.06


Tree=1110
num_leaves=12
num_cat=0
split_feature=20 14 29 70 70 19 25 59 17 142 101
split_gain=0.00619227 0.00964941 0.0284619 0.0254544 0.0391151 0.0353794 0.031304 0.0263433 0.0275124 0.0251679 0.0234334
threshold=0.0042751494329422721 0.00040826165059115743 0.011519505176693203 0.00073092587990686308 0.0030382014811038975 0.02636832278221846 0.0017376682371832433 0.0012357163941487672 0.00077738583786413084 0.011519505176693203 0.028020657598972324
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 10 7 -6 -9 -5 -1
right_child=-2 -3 -4 4 6 -7 -8 8 -10 -11 -12
leaf_value=2.4689486335533108e-05 0.00011514152955189353 -6.4092497326483905e-05 -0.00017169831944003014 0.00061530637072146083 -0.00068346022457681319 0.0011764127221919817 -0.0010885307979631327 0.0013906933496513143 -0.00044617802722404771 0.0017156071753619065 -0.0010113614140672415
leaf_weight=723.34522557258606 1429.4912526607513 5608.9102931022644 998.67290019989014 247.46797406673431 58.927860736846924 88.258299946784973 71.232406377792358 96.122529864311218 42.1829993724823 107.31699657440186 88.070945143699646
leaf_count=401 738 2781 455 134 45 31 48 30 38 32 47
internal_value=0 -2.02658e-05 7.72186e-05 0.000240449 0.000535132 3.62698e-05 -1.1321e-05 0.000378076 0.000830532 0.00094852 -8.7874e-05
internal_weight=0 8130.51 2521.6 1522.93 623.251 899.674 268.466 197.233 138.306 354.785 811.416
internal_count=4780 4042 1261 806 327 479 161 113 68 166 448
is_linear=0
shrinkage=0.06


Tree=1111
num_leaves=12
num_cat=0
split_feature=9 52 94 145 80 19 149 96 15 50 130
split_gain=0.0064571 0.0119833 0.0139378 0.0310123 0.0115647 0.0166199 0.0122101 0.0106932 0.0101916 0.0115503 0.00995121
threshold=0.0020932231564074759 0.00899649551138282 0.0033348383149132137 0.00044738779251929378 0.0098710241727530974 0.0046923852059990176 0.00060774214216507982 0.0012357163941487672 0.012636432424187662 0.015200819820165636 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 3 -3 5 6 -2 -7 9 -4 -1
right_child=1 2 8 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=-1.1614755164399869e-05 -4.0523952305609808e-05 0.00026188300964491098 0.00014953353662810101 -0.0020222823773184311 0.0010182498866977091 -0.00076793983463474449 0.00090182982124667357 0.00010170148268931969 0.00075370756939926369 -0.00090445417976474081 -0.00084861248150586502
leaf_weight=8534.0431971549988 72.436162710189819 45.887945771217346 138.68023884296417 39.962841510772705 71.419761180877686 62.351774930953979 156.16046953201294 275.12626993656158 61.429050803184509 51.157308220863342 51.344663023948669
leaf_count=4260 41 9 36 36 32 40 76 167 23 38 22
internal_value=0 0.00014633 -0.000142957 -0.000802493 0.000299309 0.000208439 0.000603336 -5.91516e-05 8.26177e-05 -0.000134821 -1.66302e-05
internal_weight=0 974.612 337.117 85.8508 637.494 566.075 228.597 337.478 251.267 189.838 8585.39
internal_count=4780 498 142 45 356 324 117 207 97 74 4282
is_linear=0
shrinkage=0.06


Tree=1112
num_leaves=12
num_cat=0
split_feature=108 46 75 105 113 24 112 91 104 88 81
split_gain=0.006197 0.01605 0.0175675 0.0132158 0.0196481 0.0231071 0.0228072 0.0164018 0.0207153 0.0196541 0.026607
threshold=0.021960759535431865 0.01884530205279589 0.0005375427135732026 0.0092791137285530585 0.0016846025246195497 0.0044099434744566688 0.00017767510871635753 0.0011261500185355546 0.024810968898236755 0.0010918468469753864 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 -7 8 9 10 -2
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-1.5902203695747018e-05 -0.00036958012866358206 0.0018650518918973632 0.00033407681091959671 0.0007565048835139679 0.0002271052896465609 -0.0023305857691182522 -0.00021159088857892756 0.00062404579978705694 0.0008224414722718973 1.5411548504923595e-05 -0.0028097197026823229
leaf_weight=8627.0228450298309 33.302367925643921 36.81995952129364 100.46916818618774 83.630629420280457 413.90018618106842 38.852762579917908 34.506124258041382 73.63991904258728 34.506124258041382 52.26738715171814 31.082210063934326
leaf_count=4271 30 17 42 43 195 35 23 34 23 39 28
internal_value=0 0.000146871 0.000745732 4.34622e-05 -4.03786e-05 -0.00041165 -0.00133551 -0.000109705 -0.000467344 -0.000849245 -0.00155011
internal_weight=0 932.977 137.289 795.688 712.057 298.157 73.3589 224.798 151.158 116.652 64.3846
internal_count=4780 509 59 450 407 212 58 154 120 97 58
is_linear=0
shrinkage=0.06


Tree=1113
num_leaves=12
num_cat=0
split_feature=125 72 83 51 137 27 145 136 70 41 93
split_gain=0.00630874 0.0237483 0.0354975 0.0274186 0.0253065 0.0292645 0.0274523 0.0398447 0.0258013 0.0300408 0.0408356
threshold=0.0041444667149335155 0.00082683752407319855 0.057509137317538268 0.0044099434744566688 0.00017767510871635753 0.00077738583786413084 0.0072436286136507997 0.00040826165059115743 0.0022272822679951791 0.00046126570669002836 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 8 -6 -7 -8 -3 10 -10
right_child=1 2 -4 -5 5 6 7 -9 9 -11 -12
leaf_value=-3.494059487331831e-05 0.00020246180796858239 -7.751952410527078e-05 0.00099137849732677265 0.0013419161979110231 0.0010909424852670929 -5.3508947104580827e-05 0.0011302597755754725 -0.00091865859528775272 -0.0015335013562794873 0.00059228274203578695 4.0822816483312136e-05
leaf_weight=6316.7003637552261 282.16145312786102 832.0533332824707 126.28201580047607 103.98675978183746 103.8930823802948 1278.0661809444427 160.88181746006012 43.293078303337097 168.82567489147186 52.454741954803467 91.401181936264038
leaf_count=3265 141 410 41 29 37 545 56 39 144 23 50
internal_value=0 6.80049e-05 8.31013e-06 0.000509576 -3.7184e-05 0.000117981 4.9715e-05 0.000695572 -0.00025217 -0.000716747 -0.000980738
internal_weight=0 3243.3 2857.15 386.148 2730.87 1586.13 1482.24 204.175 1144.73 312.682 260.227
internal_count=4780 1515 1345 170 1304 677 640 95 627 217 194
is_linear=0
shrinkage=0.06


Tree=1114
num_leaves=12
num_cat=0
split_feature=36 107 65 141 65 97 98 89 3 67 38
split_gain=0.00614373 0.0220175 0.0359482 0.0442302 0.0344944 0.0318391 0.0543377 0.029685 0.0248507 0.041717 0.023915
threshold=0.0023699469165876512 0.00046126570669002836 0.0005375427135732026 0.0044099434744566688 0.00087947337306104611 0.000490355829242617 0.0011261500185355546 0.00017767510871635753 0.00244467705488205 0.00066645268816500913 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 7 -4 6 -5 -3 9 -2 -6
right_child=1 2 4 5 10 -7 -8 -9 -10 -11 -12
leaf_value=-2.466213628041225e-05 -2.3248538713829407e-05 -0.00096642542774138444 -0.001224535154476718 0.0025390768556090562 0.0002922085238918094 0.00027503104496960667 0.00051576385191855255 0.00041546193625897941 -2.4379525279479399e-05 -0.002385136213226384 -0.000396302341724677
leaf_weight=7571.5345146656036 61.429050803184509 77.799202561378479 78.909281492233276 97.326286196708679 604.01876544952393 112.77371382713318 93.902372002601624 198.62450110912323 356.26975917816162 47.82707142829895 259.58516490459442
leaf_count=3878 23 62 63 23 245 45 28 90 135 35 153
internal_value=0 9.38427e-05 0.000204226 0.000575647 -2.45433e-05 0.00107497 0.00154632 2.63221e-05 -0.000267234 -0.0010584 8.52315e-05
internal_weight=0 1988.47 1522.94 580.426 942.513 304.002 191.229 276.424 465.526 109.256 863.604
internal_count=4780 902 709 248 461 96 51 152 193 58 398
is_linear=0
shrinkage=0.06


Tree=1115
num_leaves=12
num_cat=0
split_feature=71 132 145 85 2 122 46 75 112 84 113
split_gain=0.00623838 0.0213901 0.0429687 0.0232396 0.0200711 0.0264289 0.0193877 0.0184414 0.0167833 0.016089 0.0223324
threshold=0.037906534969806678 0.00043393640953581786 0.0010918468469753864 0.00017767510871635753 0.0012745757703669371 0.0015349716995842757 0.00244467705488205 0.0062037324532866487 0.00040826165059115743 0.0028552538715302949 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 8 -4 7 6 -6 9 -3 10 -2
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-2.3402590612090671e-05 -0.00017374098627972548 -0.00012619832346644257 0.0013998941497091971 0.00035665836485494171 -0.00072122429808039177 0.0003739186235047205 -0.0030091283465134722 0.0012207127417251525 -0.0023796501838076723 0.0010171131244421381 0.0004303402125383897
leaf_weight=7754.1776235103607 950.3633918762207 25.531815409660339 122.95177900791168 205.09761989116669 31.17588746547699 36.913636922836304 23.311657547950745 46.90434730052948 22.201578617095947 54.674899816513062 286.69544625282288
leaf_count=3800 557 23 38 112 20 9 21 18 20 25 137
internal_value=0 0.00010042 0.000503189 0.000747967 -5.44652e-06 -0.000865186 -0.00170379 5.33161e-05 -0.0011771 1.08353e-05 -3.37183e-05
internal_weight=0 1805.82 375.783 328.049 1430.04 91.4012 54.4875 1338.64 47.7334 1291.73 1237.06
internal_count=4780 980 193 150 787 50 41 737 43 719 694
is_linear=0
shrinkage=0.06


Tree=1116
num_leaves=12
num_cat=0
split_feature=112 51 95 11 33 108 106 127 27 4 148
split_gain=0.00636981 0.0076126 0.0185822 0.0317869 0.0425218 0.0535904 0.0332087 0.0316196 0.0311434 0.0308122 0.0413206
threshold=0.0079489401541650313 0.0013560238294303419 0.0014881226234138014 0.00044738779251929378 0.001792412775103003 0.0026833302108570938 0.0019071503775194289 0.0079489401541650313 0.00077738583786413084 0.0010585968848317864 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 8 5 6 -5 -1 -4 -7 -11
right_child=-2 -3 3 4 -6 9 -8 -9 -10 10 -12
leaf_value=8.9631757221126537e-05 0.00022796175408863786 3.3975732114747203e-05 0.00089775572623543363 -0.0027941784302833229 -9.6971089077691936e-05 2.4572110321349778e-06 -0.00063399745635971919 -0.0006676278823529127 -0.00044644059833032321 -0.0029084330332975286 -0.00041022214225963795
leaf_weight=2167.2019267082214 421.65668880939484 5502.9844076633453 147.56087028980255 71.045051574707031 595.49879372119904 183.91244280338287 40.150196313858032 218.41856706142426 106.9422869682312 36.632604718208313 67.99584698677063
leaf_count=966 299 2726 44 64 302 101 20 124 64 33 37
internal_value=0 -1.05342e-05 -7.79097e-05 -0.00026532 -0.000418334 -0.000896935 -0.00201545 2.02748e-05 0.000332971 -0.000465342 -0.00128684
internal_weight=0 9138.34 3635.36 1249.74 995.235 399.736 111.195 2385.62 254.503 288.541 104.628
internal_count=4780 4481 1755 665 557 255 84 1090 108 171 70
is_linear=0
shrinkage=0.06


Tree=1117
num_leaves=12
num_cat=0
split_feature=95 40 29 92 142 112 149 95 35 117 33
split_gain=0.00627377 0.0239323 0.0187963 0.0151979 0.0143018 0.0142838 0.0272176 0.0116921 0.0104096 0.0100207 0.0245088
threshold=0.020658296532928947 0.0027679565828293566 0.0032328735105693345 0.00082683752407319855 0.00096484774257987748 0.00037263428384903824 0.00070876078098081063 0.072653736919164671 0.0010585968848317864 0.0023699469165876512 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 5 4 -4 -3 6 -2 -6 -7 10 -1
right_child=1 2 3 -5 7 8 -8 -9 -10 -11 -12
leaf_value=0.00010339052482153112 -0.0002067318751557489 0.00061374651975839266 0.0013710001520495739 0.00042228036274124712 -0.0014853491309590702 0.0008675324130993984 -0.0022784358486784497 -2.2854682599277525e-05 -0.00048150193572947319 -5.7101453162828227e-05 -0.0011077400992451287
leaf_weight=2877.9756243228912 77.986557364463806 53.564820885658264 88.258299946784973 195.29426431655884 34.412446856498718 43.480433106422424 32.192288994789124 45.794268369674683 38.946439981460571 6010.758866071701 61.335373401641846
leaf_count=1291 46 24 31 87 31 23 29 17 27 3143 31
internal_value=0 0.000186159 0.000441458 0.000717957 -0.000144731 -0.000366945 -0.000813564 -0.000651402 0.000230307 -1.27056e-05 7.80807e-05
internal_weight=0 609.93 417.324 283.553 133.772 192.606 110.179 80.2067 82.4269 8950.07 2939.31
internal_count=4780 315 190 118 72 125 75 48 50 4465 1322
is_linear=0
shrinkage=0.06


Tree=1118
num_leaves=12
num_cat=0
split_feature=45 147 40 108 33 40 80 95 59 67 86
split_gain=0.00609109 0.0228443 0.0167409 0.0253347 0.0291607 0.0305463 0.0286079 0.0298691 0.0251446 0.0271391 0.0297281
threshold=0.0035485138650983576 0.11126060038805009 0.0031340263085439806 0.0044099434744566688 0.0046923852059990176 0.0041444667149335155 0.029773407615721229 0.0036604277556762104 0.0030382014811038975 0.0020292587578296666 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 7 -5 -2 10 -10
right_child=1 -3 3 6 -6 -7 -8 -9 9 -11 -12
leaf_value=-4.306535954194073e-05 0.00012670526922352459 0.0012583948640049231 0.0014754774384162499 -0.00039254949550966559 -0.00017808779104575259 0.00041774456330937994 0.0015037852013166607 0.00023803952119769422 -0.00023823113582952064 0.00049249267293097578 -0.0011448766289273869
leaf_weight=5287.7368223667145 1199.676814198494 55.784978747367859 133.03616678714752 516.48178493976593 189.08812785148621 376.06382513046265 43.574110507965088 567.37211084365845 888.94839096069336 149.78102815151215 152.45552313327789
leaf_count=2427 725 26 39 344 138 169 15 309 437 46 105
internal_value=0 5.32641e-05 3.72905e-05 0.000174102 0.000458103 0.000694383 -1.79743e-06 -6.24594e-05 -6.71792e-05 -0.00026244 -0.000371056
internal_weight=0 4272.26 4216.48 1825.62 698.188 509.1 1127.43 1083.85 2390.86 1191.18 1041.4
internal_count=4780 2353 2327 1014 346 208 668 653 1313 588 542
is_linear=0
shrinkage=0.06


Tree=1119
num_leaves=12
num_cat=0
split_feature=49 27 86 20 28 39 138 143 56 25 82
split_gain=0.00652154 0.014292 0.00925977 0.00970024 0.00808431 0.00773844 0.013037 0.015154 0.0142447 0.00948919 0.0295639
threshold=0.0049928687512874612 0.0070226341485977182 0.0015833032084628942 0.00090704852482303988 0.00085274505545385193 0.028884131461381916 0.00064626874518580746 0.016668972559273246 0.0011615398107096555 0.0017376682371832433 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 9 7 8 -7 10 -1
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00030194386418269355 -0.00033939008392853449 -0.00060199283678340047 -0.00032388562341750197 0.0010591892574158001 0.00073288330129886654 -0.00036601929241058319 0.0004621093158710698 -0.001181543180940238 0.0010170043792140269 -8.2077457040762516e-05 -5.3283053620099434e-05
leaf_weight=1155.0207245349884 47.82707142829895 54.581222414970398 43.386755704879761 100.46916818618774 53.564820885658264 72.342485308647156 301.59485936164856 42.276676774024963 42.464031577110291 4520.7097589969635 3125.7621084451675
leaf_count=515 35 33 31 42 24 49 110 30 14 2116 1781
internal_value=0 0.000275343 0.000470765 0.000641638 0.00022725 -8.9319e-06 0.000231307 -0.000211838 0.000145966 -2.14541e-05 4.25674e-05
internal_weight=0 299.829 245.248 201.861 101.392 9260.17 458.678 157.083 114.807 8801.49 4280.78
internal_count=4780 165 132 101 59 4615 203 93 63 4412 2296
is_linear=0
shrinkage=0.06


Tree=1120
num_leaves=12
num_cat=0
split_feature=93 95 77 46 45 112 51 1 127 34 133
split_gain=0.00629933 0.0129178 0.0115891 0.0131124 0.0118572 0.0112977 0.0270456 0.0119628 0.0103582 0.0115394 0.0142342
threshold=0.010829726699739696 0.0012745757703669371 0.00096484774257987748 0.0081988852471113222 0.011880517937242987 0.0011615398107096555 0.0015833032084628942 0.00017767510871635753 0.017188700847327713 0.015200819820165636 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 7 -2 9 10 -4
right_child=1 2 8 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-2.0126016180855223e-05 0.00049937775618530606 -0.0011349553919451113 0.00020607128413487264 0.00022900697497626424 -0.00010728029897938712 0.00015576628770638869 -0.0008106397520069329 0.0015732776917503164 0.00095872968892685552 0.00051401302834006045 -0.00064038883213538543
leaf_weight=8167.1550855636597 72.623517513275146 95.560465455055237 153.84663426876068 81.410471558570862 70.028650045394897 507.88218569755554 34.412446856498718 77.063833236694336 46.998024702072144 119.52786481380463 133.49050390720367
leaf_count=3978 25 78 82 41 55 312 31 29 10 43 96
internal_value=0 0.000117921 -6.36391e-05 -0.000394284 -0.000700672 0.000301794 0.000704341 0.00105294 0.00011635 1.88331e-05 -0.000187261
internal_weight=0 1392.84 700.863 247 165.589 691.982 184.1 149.687 453.863 406.865 287.337
internal_count=4780 802 405 174 133 397 85 54 231 221 178
is_linear=0
shrinkage=0.06


Tree=1121
num_leaves=12
num_cat=0
split_feature=98 52 17 62 57 36 52 0 0 0 83
split_gain=0.00653549 0.0112518 0.0189234 0.014512 0.00997561 0.00839637 0.00973971 0.00836026 0.0330084 0.0575851 0.0404229
threshold=0.049604203552007682 0.012636432424187662 0.0046923852059990176 0.00064626874518580746 0.00080172589514404546 0.0015833032084628942 0.002945306478068233 0.0023699469165876512 0.0034400182776153092 0.0038949446752667431 0.057509137317538268
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 5 6 -2 -1 -9 -10 -11
right_child=1 2 -4 -5 -6 -7 -8 8 9 10 -12
leaf_value=-8.935396456349205e-05 0.00021996390458498403 -0.0014630122198515409 0.0003457813823719603 7.6493724526365228e-05 -0.00064911811187545797 -0.0002666693006581025 0.0007958735690604485 0.00034201441597445244 -0.00096439871446976199 -3.6019614933818664e-05 0.00072635304460780194
leaf_weight=3321.0844725370407 230.4420804977417 54.581222414970398 101.86027932167053 36.913636922836304 35.616203188896179 61.241696000099182 195.3879417181015 1005.4270511865616 229.23832416534424 4021.3053953647614 266.90138030052185
leaf_count=1674 151 33 19 9 24 39 79 453 158 2038 103
internal_value=0 0.000174324 -0.00021665 -0.000842493 0.000318968 0.000389876 0.000484339 -1.41272e-05 3.11099e-05 -3.80928e-05 1.14469e-05
internal_weight=0 716.043 193.355 91.4949 522.688 487.072 425.83 8843.96 5522.87 4517.45 4288.21
internal_count=4780 354 61 42 293 269 230 4426 2752 2299 2141
is_linear=0
shrinkage=0.06


Tree=1122
num_leaves=12
num_cat=0
split_feature=112 58 46 38 114 5 68 61 145 39 147
split_gain=0.00600429 0.00789047 0.0238734 0.0185785 0.0142573 0.0244998 0.00877294 0.0229631 0.00828898 0.0274512 0.0284917
threshold=0.0079489401541650313 0.044033329933881767 0.01884530205279589 0.0005375427135732026 0.00017767510871635753 0.0014881226234138014 0.013032016810029747 0.0005375427135732026 0.00044738779251929378 0.00040826165059115743 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -3 7 -7 9 10 -1
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00018417465768459017 0.00022132631748158992 -0.0014494101318568225 0.0009795723716133492 -0.0012794709458690905 0.00077013646750713992 0.00087604640176058715 0.0008967442144817905 -0.0010616325236311311 -5.0036968824690422e-05 0.00022223554152964257 -0.00097712117846268545
leaf_weight=148.29623961448669 421.65668880939484 41.072920441627502 115.08754909038544 37.74268364906311 86.960866212844849 42.464031577110291 45.794268369674683 45.513236165046692 7129.6153728961945 1289.8227120637894 155.97311472892761
leaf_count=77 299 37 39 34 46 14 17 41 3585 499 92
internal_value=0 -1.02257e-05 0.000245475 -3.68009e-05 0.000142766 -0.000169525 0.000224237 -0.000126439 -2.23818e-05 0.000101302 -0.000411249
internal_weight=0 9138.34 414.636 299.548 261.805 174.844 133.772 87.9773 8723.71 1594.09 304.269
internal_count=4780 4481 228 189 155 109 72 55 4253 668 169
is_linear=0
shrinkage=0.06


Tree=1123
num_leaves=12
num_cat=0
split_feature=81 28 61 23 52 11 78 56 147 124 30
split_gain=0.0061505 0.0217271 0.0413226 0.0282726 0.0267193 0.026449 0.0237686 0.0238191 0.0204365 0.041582 0.0363944
threshold=0.004017772153019906 0.0022975050378590827 0.00075379351619631063 0.0025217677466571335 0.0037758676335215573 0.00085274505545385193 0.00093549740267917525 0.00017767510871635753 0.0038949446752667431 0.0010585968848317864 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 5 -3 -6 -8 10 -10 -1
right_child=-2 2 3 -5 6 -7 7 -9 9 -11 -12
leaf_value=-5.3356187107842487e-05 -4.4751941692673573e-05 -0.00017260857205521888 -0.00033134206588673665 0.00081399987332329805 0.00014787611570606023 0.0012124131049087404 -0.00054034109062264031 -0.0022801837690130974 -0.0014096456844801927 -0.00011649848952766337 0.00050076207671221132
leaf_weight=1733.8402345180511 5127.8714064359665 142.83952236175537 92.417583465576172 481.89603316783905 81.504148960113525 75.953754305839539 77.892879962921143 44.496834635734558 97.874300718307495 1037.5116128921509 565.90137219429016
leaf_count=996 2380 64 59 232 33 28 54 32 72 587 243
internal_value=0 5.17545e-05 0.000298326 0.000629668 -0.000151917 0.000308534 -0.000645924 -0.00117424 -1.98163e-05 -0.000228087 8.30125e-05
internal_weight=0 4432.13 997.001 574.314 422.687 218.793 203.894 122.39 3435.13 1135.39 2299.74
internal_count=4780 2400 502 291 211 92 119 86 1898 659 1239
is_linear=0
shrinkage=0.06


Tree=1124
num_leaves=12
num_cat=0
split_feature=26 39 102 94 24 20 104 18 81 127 137
split_gain=0.00609399 0.013851 0.0122954 0.0173256 0.0142591 0.0112136 0.0144838 0.0110965 0.00788831 0.0263061 0.0220137
threshold=0.0014881226234138014 0.0031340263085439806 0.0036604277556762104 0.0014427106943912806 0.004017772153019906 0.0026833302108570938 0.0018488886416889729 0.00047558375808876013 0.004017772153019906 0.062805486842989935 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 7 -4 6 -5 -3 -1 10 -10
right_child=1 2 4 5 -6 -7 -8 -9 9 -11 -12
leaf_value=4.5806210609299628e-05 -8.9733516685719616e-05 0.0006190888125697005 0.00056616114473351622 0.00037931523566333528 -0.0011055071893209016 0.00026557020323458456 0.0017448441098190505 -0.00074368597283858129 -0.00016750706582108682 -0.0011601553435890556 9.7733241740918605e-05
leaf_weight=4226.1079331636429 358.94425415992737 42.464031577110291 37.836361050605774 42.370354175567627 35.522525787353516 56.895057678222656 82.520550489425659 43.386755704879761 2517.6262091398239 77.892879962921143 2038.4327707290649
leaf_count=2271 194 14 26 22 32 27 42 31 1217 54 850
internal_value=0 0.000170412 0.000444196 0.000632772 -0.000243713 0.000964373 0.00128225 -6.96861e-05 -1.34763e-05 -6.7541e-05 -4.8836e-05
internal_weight=0 699.94 340.996 267.637 73.3589 181.786 124.891 85.8508 8860.06 4633.95 4556.06
internal_count=4780 388 194 136 58 91 64 45 4392 2121 2067
is_linear=0
shrinkage=0.06


Tree=1125
num_leaves=12
num_cat=0
split_feature=9 10 60 97 14 143 122 139 112 105 130
split_gain=0.00607225 0.0116285 0.0127149 0.0169661 0.0241406 0.0102561 0.0104855 0.00988641 0.00934381 0.0149276 0.00881325
threshold=0.0020932231564074759 0.0020292587578296666 0.002945306478068233 0.0022975050378590827 0.00093549740267917525 0.028020657598972324 0.0048403022810816774 0.00017767510871635753 0.00040826165059115743 0.0025217677466571335 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 7 4 -4 6 -3 8 9 -2 -1
right_child=1 5 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-1.1402164804966459e-05 0.00010152321015080565 0.00032678503027691038 -0.00032175194513943688 0.00018284950821810346 -0.0025264858631296253 -0.00043718900951985934 0.0012529628234188225 0.00053385633349473203 0.00032944195822057426 -0.0013592957100319479 -0.00079909040084919251
leaf_weight=8534.0431971549988 57.817781805992126 423.60986435413361 46.810669898986816 60.412649273872375 28.862052202224731 55.691301345825195 49.030827760696411 127.48577213287354 80.394070029258728 44.496834635734558 51.344663023948669
leaf_count=4260 44 228 26 14 26 34 28 34 32 32 22
internal_value=0 0.000141908 -8.35853e-05 -0.000566883 -0.00116488 0.00033236 0.00042311 0.000128556 -0.000154381 -0.000534497 -1.61222e-05
internal_weight=0 974.612 446.28 136.085 75.6727 528.332 472.641 310.194 182.709 102.315 8585.39
internal_count=4780 498 208 66 52 290 256 142 108 76 4282
is_linear=0
shrinkage=0.06


Tree=1126
num_leaves=12
num_cat=0
split_feature=128 94 54 102 99 86 72 94 77 137 141
split_gain=0.00631091 0.0239368 0.0159911 0.0166846 0.00861308 0.00889116 0.0247867 0.0274348 0.0227311 0.0359124 0.0482058
threshold=0.05109804309904576 0.00093549740267917525 0.00073092587990686308 0.0056525857653468856 0.023343417793512348 0.00017767510871635753 0.019431582652032379 0.015200819820165636 0.0020292587578296666 0.0005375427135732026 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 8 -8 -1 10 -10
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-1.0998074446303704e-05 0.00091014920794929653 0.00037211789758091632 -0.0018593293526296415 2.055418068644705e-05 0.00018949760432977885 3.573471090127345e-05 0.00012122010363079409 0.0013922623538877915 0.00028550455358533053 0.0001422378767930645 -0.00068587921814443234
leaf_weight=2285.1232258081436 120.82529854774475 73.827273845672607 33.302367925643921 34.599801659584045 730.83474588394165 4305.6214287281036 310.19445860385895 76.047431707382202 231.00414490699768 457.38061928749084 901.23888671398163
leaf_count=1242 28 18 30 15 432 1995 142 20 103 218 537
internal_value=0 0.000290027 -0.0002389 -0.000902806 -8.20486e-06 -2.50733e-05 -8.65176e-05 0.000371772 -0.000132209 -0.000306441 -0.000487686
internal_weight=0 262.555 141.729 67.9022 9297.44 8566.61 4260.99 386.242 3874.75 1589.62 1132.24
internal_count=4780 91 63 45 4689 4257 2262 162 2100 858 640
is_linear=0
shrinkage=0.06


Tree=1127
num_leaves=12
num_cat=0
split_feature=99 107 33 10 102 11 28 9 4 60 61
split_gain=0.00724845 0.00811691 0.0125293 0.00791537 0.0256698 0.0352491 0.0280378 0.042671 0.0314435 0.0596214 0.0363865
threshold=0.034632634371519096 0.0019071503775194289 0.0036604277556762104 0.0023699469165876512 0.00052132029668428015 0.064669914543628707 0.00039601318712811922 0.0018488886416889729 0.00017767510871635753 0.00046126570669002836 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 7 8 9 -6 -10
right_child=1 2 -4 4 5 -7 -8 -9 10 -11 -12
leaf_value=-8.3895809517603676e-05 -1.3323730439317849e-05 0.00081032702578819895 1.7202175895865075e-05 0.0002961705749751311 0.00030251851297851182 -0.001423664797411179 9.6746941218678868e-05 0.00071035991636424125 -0.0007238731040197765 -0.0014794818605387808 0.00056350152029808088
leaf_weight=3498.191236615181 302.23655128479004 150.2353652715683 137.10177290439606 1063.8865249156952 434.89800846576691 64.478255391120911 2887.7508801221848 156.2541469335556 695.95391201972961 79.92568302154541 89.08734667301178
leaf_count=1494 151 103 75 538 222 50 1510 68 441 72 56
internal_value=0 0.000203761 0.000432028 -1.34049e-05 3.1658e-05 -3.21833e-05 -1.14965e-05 -0.000226155 -0.000338778 2.56318e-05 -0.000577727
internal_weight=0 589.574 287.337 8970.43 5472.23 4408.35 4343.87 1456.12 1299.86 514.824 785.041
internal_count=4780 329 178 4451 2957 2419 2369 859 791 294 497
is_linear=0
shrinkage=0.06


Tree=1128
num_leaves=12
num_cat=0
split_feature=96 143 117 124 124 37 14 88 15 131 4
split_gain=0.00602825 0.028046 0.0233419 0.0151015 0.01572 0.0119739 0.00887543 0.00869647 0.0163555 0.0259857 0.0177936
threshold=0.018276390619575981 0.0038949446752667431 0.016668972559273246 0.000490355829242617 0.0026012937305495147 0.00075379351619631063 0.00062670491752214741 0.00017767510871635753 0.00057154725072905432 0.040252277627587325 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 6 -6 -5 8 10 -10 -1
right_child=1 3 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00027315799781344298 -0.001489410866963684 -0.00019462334901558149 0.00013660367104671256 0.001565112649518598 0.00062237436010936049 -0.00070748167958662367 0.00066251144434282248 3.3185579803145187e-05 -0.00010834663516109581 -0.0013153319125084649 0.00061764886006474636
leaf_weight=125.81362879276276 54.581222414970398 88.070945143699646 75.860076904296875 74.937352776527405 68.089524388313293 37.836361050605774 82.707905292510986 5797.3567290306091 2864.2518677711487 65.588334321975708 224.90573573112488
leaf_count=81 33 47 36 19 29 26 26 2878 1505 51 49
internal_value=0 0.00020672 -0.000544398 0.000485421 0.000712642 0.000147135 0.00109229 -1.09906e-05 -8.90567e-05 -0.000135411 0.000298103
internal_weight=0 482.083 130.441 351.642 263.571 105.926 157.645 9077.92 3280.56 2929.84 350.719
internal_count=4780 216 69 147 100 55 45 4564 1686 1556 130
is_linear=0
shrinkage=0.06


Tree=1129
num_leaves=12
num_cat=0
split_feature=108 44 33 148 50 116 105 46 113 18 118
split_gain=0.00609263 0.014671 0.014926 0.0259143 0.013399 0.0106154 0.00924696 0.0168096 0.0123751 0.0169795 0.0090215
threshold=0.021960759535431865 0.04673989117145539 0.00017767510871635753 0.010180860292166473 0.007706565549597145 0.015200819820165636 0.011169348377734424 0.015200819820165636 0.00093549740267917525 0.00043393640953581786 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 -2 6 7 8 9 -4 -1
right_child=1 -3 5 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-4.563278366974385e-05 -0.00056049603908152606 -0.0010115823983279683 -0.0011041826301160531 -0.0021103295686941124 0.00082159998074153812 -0.00028737389024894423 0.0012035626812372476 0.0010031550239373861 0.0003556322349137982 0.00024719327208898084 0.00011026476259115239
leaf_weight=6974.096595287323 59.944262266159058 37.74268364906311 56.707702875137329 25.531815409660339 43.480433106422424 98.155332922935486 45.700590968132019 107.22331917285919 377.08022665977478 81.410471558570862 1652.9262497425079
leaf_count=3550 54 34 43 23 23 48 25 40 178 41 721
internal_value=0 0.000145635 0.00019453 -0.000402463 2.07787e-05 0.000295037 0.000380631 0.000320024 0.000177684 -0.000308044 -1.57621e-05
internal_weight=0 932.977 895.234 128.957 103.425 766.278 668.122 622.422 515.198 138.118 8627.02
internal_count=4780 509 475 100 77 375 327 302 262 84 4271
is_linear=0
shrinkage=0.06


Tree=1130
num_leaves=12
num_cat=0
split_feature=34 106 125 40 140 108 60 17 60 102 108
split_gain=0.00605917 0.00973857 0.0207808 0.0294412 0.0313793 0.0248283 0.0233409 0.0231154 0.0194894 0.0191832 0.0160997
threshold=0.02636832278221846 0.024810968898236755 0.0015833032084628942 0.00099512818269431613 0.00244467705488205 0.0038949446752667431 0.00062670491752214741 0.02636832278221846 0.002945306478068233 0.0028552538715302949 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 9 8 -6 -3 -7
right_child=-2 2 5 4 7 10 -8 -9 -10 -11 -12
leaf_value=-3.5043254391975675e-05 0.00013782510889010402 -0.00083710836158556328 0.0019385260529659971 0.0011081307772728346 -0.0010912209249111327 -0.00051918696739586202 0.0010584697005011435 0.00034093446420253707 -0.0030776166394206115 0.00045863143039015112 0.00068531955859614676
leaf_weight=7879.9912523031235 1024.9400849342346 73.265209436416626 43.574110507965088 26.7355717420578 65.494656920433044 54.581222414970398 97.232608795166016 27.939328074455261 24.421736478805542 93.527662396430969 148.29623961448669
leaf_count=3881 511 66 15 16 59 33 31 9 22 60 77
internal_value=0 -1.65635e-05 0.000205706 -5.67637e-05 -0.000744688 0.000640728 0.000320111 -0.00116558 -0.00163356 -0.000110694 0.000361169
internal_weight=0 8535.06 655.068 408.617 144.591 246.452 264.025 117.856 89.9164 166.793 202.877
internal_count=4780 4269 388 263 106 125 157 90 81 126 110
is_linear=0
shrinkage=0.06


Tree=1131
num_leaves=12
num_cat=0
split_feature=99 75 124 94 133 98 116 124 9 99 133
split_gain=0.00622495 0.00721125 0.015138 0.0238504 0.0149376 0.0113868 0.0136478 0.0101873 0.0184163 0.0195118 0.0172202
threshold=0.023343417793512348 0.023343417793512348 0.0063990866765379914 0.0016846025246195497 0.013860232196748258 0.00017767510871635753 0.0026833302108570938 0.028884131461381916 0.00057154725072905432 0.0022272822679951791 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -4 -1 9 10 -9
right_child=-2 2 5 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-4.9309387609350193e-05 0.00016474253060264841 -0.0015109742334010147 -9.1946769625486527e-05 0.00077143063426095705 0.00034531231043133994 0.00023080141604508661 -0.0012545055373850127 -0.00028570526489716852 -0.00045329021930960771 0.0008894360027693329 0.0005804978387986741
leaf_weight=7498.9250470399857 759.88415288925171 29.972131133079529 125.07825946807861 234.80276870727539 32.379643797874451 200.75098156929016 51.157308220863342 186.3199554681778 123.68714833259583 168.74604737758636 148.29623961448669
leaf_count=3756 442 27 48 66 13 100 38 87 71 55 77
internal_value=0 -1.42372e-05 0.000174319 0.000494487 -0.000547984 -7.81137e-05 -0.000429932 -2.9882e-05 0.000202422 0.000363603 9.824e-05
internal_weight=0 8800.12 674.141 297.155 62.3518 376.987 176.236 8125.97 627.049 503.362 334.616
internal_count=4780 4338 292 106 40 186 86 4046 290 219 164
is_linear=0
shrinkage=0.06


Tree=1132
num_leaves=12
num_cat=0
split_feature=34 105 146 51 78 118 32 129 114 98 38
split_gain=0.00611936 0.0307385 0.0174254 0.0176784 0.0139553 0.0278782 0.0490141 0.0212473 0.0247919 0.0184825 0.0188982
threshold=0.00077738583786413084 0.0092791137285530585 0.011519505176693203 0.010829726699739696 0.0022272822679951791 0.00017767510871635753 0.00017767510871635753 0.00040826165059115743 0.0012745757703669371 0.034632634371519096 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 9 -9 10 -1
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00060033245422128447 -2.0604468995186936e-05 -0.0013829463508792726 0.00098864213483809802 0.0010128672877817557 -0.0025575796374299759 5.3814704780971244e-05 -6.1252033629906154e-05 0.0015600452265256209 0.00019645382127964385 0.00073117357672816447 0.00056249381341195342
leaf_weight=175.67350327968597 8073.8803555965424 47.82707142829895 86.131819486618042 73.546241641044617 43.293078303337097 621.04465901851654 81.504148960113525 84.834385752677917 110.45987856388092 91.401181936264038 70.403359651565552
leaf_count=134 4088 35 21 42 39 228 33 36 51 50 23
internal_value=0 0.000111876 0.000161676 0.000108929 5.68593e-05 -0.000110669 -0.000928601 0.000291364 0.000789283 3.07606e-06 -0.000267551
internal_weight=0 1486.12 1438.29 1352.16 1278.61 745.842 124.797 532.772 195.294 337.478 246.077
internal_count=4780 692 657 636 594 300 72 294 87 207 157
is_linear=0
shrinkage=0.06


Tree=1133
num_leaves=12
num_cat=0
split_feature=110 79 4 19 18 62 131 59 27 63 40
split_gain=0.00608582 0.00887293 0.0144424 0.00981394 0.0101997 0.00911136 0.0158287 0.00809455 0.00860502 0.0080938 0.0197091
threshold=0.015675474889576439 0.0013146653072908523 0.0041444667149335155 0.00060774214216507982 0.0037758676335215573 0.00017767510871635753 0.0045489775948226461 0.0038949446752667431 0.00043393640953581786 0.00042089859198313212 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 7 -3 5 6 -5 -2 -9 -1 -11
right_child=1 3 -4 4 -6 -7 -8 8 -10 10 -12
leaf_value=0.00010093459274354466 -0.00027877464353296365 0.0011985599264550608 -0.00099043389065650209 -0.0013375014082442048 0.0012224032013813076 0.0003734623474949597 0.00047834570258753457 0.0011182771933077045 0.00011101153678158404 -0.00041876657694320496 -1.4746714327160728e-05
leaf_weight=1812.8572432994843 97.874300718307495 48.014426231384277 48.937150359153748 35.522525787353516 34.506124258041382 152.54920053482056 33.489722728729248 44.684189438819885 96.028852462768555 464.77646219730377 6690.7594856023788
leaf_count=954 72 19 36 32 23 97 14 16 38 257 3222
internal_value=0 0.000186365 -5.25972e-05 0.000412259 0.000264412 0.000114729 -0.000456904 0.000140099 0.000431441 -1.23045e-05 -4.09947e-05
internal_weight=0 591.606 287.524 304.082 256.068 221.561 69.0122 238.587 140.713 8968.39 7155.54
internal_count=4780 347 162 185 166 143 46 126 54 4433 3479
is_linear=0
shrinkage=0.06


Tree=1134
num_leaves=12
num_cat=0
split_feature=93 31 101 65 134 7 22 124 32 147 12
split_gain=0.00612932 0.010216 0.0211931 0.0287976 0.023652 0.0227525 0.0284711 0.0297914 0.027402 0.0307317 0.035025
threshold=0.010829726699739696 0.00093549740267917525 0.0087224207818508166 0.0084566329605877417 0.00066645268816500913 0.0037758676335215573 0.00037263428384903824 0.0015349716995842757 0.00087947337306104611 0.0015833032084628942 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 8 -8 -3 -10 -11
right_child=-2 2 3 -5 -6 -7 7 -9 9 10 -12
leaf_value=-6.8760943560015777e-05 0.00011632406939784714 0.00011771369709228631 -0.00040982523133134752 0.00052003405518515262 -0.0020445339491626351 -0.00011550691249685401 -0.00055661376312608399 0.00026747597371909199 5.1726119322742028e-05 0.0018957661537118749 0.00064921932234990028
leaf_weight=5333.4233634471893 1392.8445980548859 367.91856300830841 302.97192060947418 114.0711475610733 35.522525787353516 806.05313086509705 234.97607362270355 481.06698644161224 140.24465489387512 127.48577213287354 223.42094719409943
leaf_count=2549 802 194 184 30 32 427 147 207 94 34 80
internal_value=0 -1.98473e-05 7.22131e-05 -0.000304121 -0.000581929 0.000143749 0.000276421 -2.99657e-06 0.000509291 0.000802535 0.00110251
internal_weight=0 8167.16 2833.73 452.566 338.494 2381.17 1575.11 716.043 859.07 491.151 350.907
internal_count=4780 3978 1429 246 216 1183 756 354 402 208 114
is_linear=0
shrinkage=0.06


Tree=1135
num_leaves=12
num_cat=0
split_feature=26 19 93 39 116 63 0 105 0 77 10
split_gain=0.00608144 0.0137334 0.0234957 0.0225547 0.0159105 0.0148032 0.0165798 0.0290293 0.0138115 0.0150415 0.012301
threshold=0.00087947337306104611 0.002945306478068233 0.0011261500185355546 0.0031340263085439806 0.0022975050378590827 0.0034400182776153092 0.015675474889576439 0.007706565549597145 0.007706565549597145 0.0035485138650983576 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3 7 -7 9 10 -4
right_child=1 3 8 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-1.7509644651527653e-05 -0.00045248150932941813 -5.154115682513495e-05 -0.00021076573004726604 0.00075729002003608573 9.0097220173698163e-06 -0.0023010867388642323 -8.9738138711050648e-05 0.00011271542439423302 -6.1731872172072135e-05 0.0017845854349152464 0.00099570253581940707
leaf_weight=8432.0096129179001 80.206715226173401 196.31066584587097 43.386755704879761 156.16046953201294 296.21776962280273 49.953551888465881 56.98873507976532 27.939328074455261 62.258097529411316 57.082412481307983 101.48556971549988
leaf_count=4160 48 96 31 76 186 45 19 9 48 11 51
internal_value=0 0.000130827 0.000446545 -7.98695e-06 0.000267426 -0.000384142 -0.000867823 -0.00143625 0.00071953 0.000960286 0.00063449
internal_weight=0 1127.99 344.42 783.571 452.378 331.192 134.882 77.8929 264.213 201.955 144.872
internal_count=4780 620 189 431 262 169 73 54 141 93 82
is_linear=0
shrinkage=0.06


Tree=1136
num_leaves=12
num_cat=0
split_feature=136 116 142 19 56 105 41 50 15 109 135
split_gain=0.00633446 0.00747555 0.0151819 0.0209024 0.0147327 0.0180386 0.0158914 0.0143237 0.0137875 0.0331503 0.0218979
threshold=0.013032016810029747 0.01884530205279589 0.0070226341485977182 0.010180860292166473 0.00050559637020342063 0.0013146653072908523 0.0012357163941487672 0.0053125319536775359 0.099488973617553725 0.024810968898236755 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 7 5 -4 -6 -3 -1 10 -10
right_child=-2 2 4 -5 6 -7 -8 -9 9 -11 -12
leaf_value=-3.1120011578264931e-05 0.00044886200225626057 0.00024178944808618126 -0.00016196119881505829 -0.0011727098803732286 -0.00063933649248968532 0.00099633939699847528 0.00085566339265067467 -0.0008862950251094623 0.00046900828372624127 0.0019181507938775715 -0.0015597765398554391
leaf_weight=8531.3546522855759 111.75731229782104 301.22014975547791 64.759287595748901 54.487545013427734 73.546241641044617 191.2286581993103 39.133794784545898 46.716992497444153 75.672722101211548 44.590512037277222 25.531815409660339
leaf_count=4298 36 142 26 41 42 51 11 34 52 24 23
internal_value=0 -5.31955e-06 0.000173701 -8.11205e-05 0.000451801 0.000703366 -0.000119824 9.01121e-05 -2.123e-05 0.000557122 -4.38467e-05
internal_weight=0 9448.24 771.093 402.425 368.668 255.988 112.68 347.937 8677.15 145.795 101.205
internal_count=4780 4744 347 217 130 77 53 176 4397 99 75
is_linear=0
shrinkage=0.06


Tree=1137
num_leaves=12
num_cat=0
split_feature=146 5 126 37 29 19 29 4 102 81 39
split_gain=0.00633576 0.011255 0.0298596 0.0116614 0.0150665 0.0221378 0.0227377 0.0163541 0.0176417 0.0324187 0.026498
threshold=0.0010263677686452868 0.033603202551603324 0.00047558375808876013 0.0011261500185355546 0.074787221848964705 0.00077738583786413084 0.015675474889576439 0.0060143163427710542 0.00062670491752214741 0.00017767510871635753 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 8 9 -1 -11
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.00027709016219870658 -2.108528813025221e-05 -0.0014641760433154395 0.00086346896035318754 0.00039769594895906871 0.0011352306523928709 -0.000291737462754939 -0.0021028673441208612 0.0013952235047634824 0.00032417403975875639 -0.0020034429738695057 0.00025322001078650544
leaf_weight=119.15315520763397 8058.9949923753738 51.157308220863342 32.285966396331787 469.13715040683746 42.464031577110291 233.67863988876343 27.845650672912598 36.81995952129364 403.90947580337524 56.614025473594666 27.939328074455261
leaf_count=75 4018 38 21 172 14 162 17 17 186 51 9
internal_value=0 0.000113171 -0.000563605 0.000153046 3.20009e-05 -1.98291e-05 -0.000485307 0.000169116 9.46002e-05 -0.000360535 -0.00125835
internal_weight=0 1501 83.4433 1417.56 948.424 905.96 261.524 644.436 607.616 203.707 84.5534
internal_count=4780 762 59 703 531 517 179 338 321 135 60
is_linear=0
shrinkage=0.06


Tree=1138
num_leaves=12
num_cat=0
split_feature=116 113 92 10 44 108 58 21 83 95 20
split_gain=0.00608085 0.0115673 0.0157989 0.0148364 0.014498 0.0216414 0.0202371 0.0206937 0.0143481 0.0128632 0.0228286
threshold=0.012636432424187662 0.0020932231564074759 0.037906534969806678 0.00899649551138282 0.0013146653072908523 0.0030382014811038975 0.0095705352723598498 0.000490355829242617 0.0054799309000372895 0.00047558375808876013 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 7 -2 -3 -10 -11
right_child=1 8 3 -5 5 -7 -8 -9 9 10 -12
leaf_value=-1.869374812490471e-05 0.00028001583543172125 -0.0011609334148138467 -0.0012111944124946277 0.00041166686417000209 -0.00022134032770435277 0.00095838066927207775 0.0010488387896709487 -0.001251235345385366 0.00050208887355985708 -0.00078830481232801473 0.00012517725002616738
leaf_weight=8294.8937901258469 73.733596444129944 38.946439981460571 43.386755704879761 37.930038452148438 72.436162710189819 245.8098806142807 49.218182563781738 55.691301345825195 153.94031167030334 135.71066176891327 358.30256223678589
leaf_count=4182 26 27 31 18 41 84 12 34 74 98 153
internal_value=0 0.00012252 0.000320243 -0.000454638 0.000447119 0.000689879 1.45088e-05 -0.000379336 -4.3937e-05 2.33709e-05 -0.000125875
internal_weight=0 1265.11 578.206 81.3168 496.889 318.246 178.643 129.425 686.9 647.954 494.013
internal_count=4780 598 246 49 197 125 72 60 352 325 251
is_linear=0
shrinkage=0.06


Tree=1139
num_leaves=12
num_cat=0
split_feature=99 2 70 53 1 34 118 105 117 44 40
split_gain=0.00614334 0.00898313 0.00993965 0.0119354 0.00777536 0.0161708 0.00987236 0.00738765 0.00735912 0.017445 0.0208734
threshold=0.023343417793512348 0.00087947337306104611 0.00062670491752214741 0.0072436286136507997 0.00039601318712811922 0.00077738583786413084 0.00075379351619631063 0.0032328735105693345 0.0023699469165876512 0.0013146653072908523 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 -6 -7 -8 -1 10 -10
right_child=1 -3 3 -5 5 6 7 -9 9 -11 -12
leaf_value=6.5278059428428847e-05 -0.00065395512093715451 -0.00061249660873213417 0.00018918167262237082 0.00087704654889579116 0.00073428207012622801 -0.00099675635917918152 0.00051114620115983768 -0.00062544146641362877 5.4430945333307869e-05 7.2389058271752227e-06 -0.00040732299747008797
leaf_weight=2843.1884678602219 61.241696000099182 50.047229290008545 292.98121023178101 131.55137825012207 89.274701476097107 47.920748829841614 53.564820885658264 33.302367925643921 572.37449097633362 4467.5852253437042 916.96734654903412
leaf_count=1292 39 37 175 70 40 27 24 30 265 2246 535
internal_value=0 0.000163662 0.000218464 0.000402489 -5.54095e-05 0.000108406 -0.00030637 7.51932e-05 -1.41402e-05 -5.20463e-05 -0.000229873
internal_weight=0 759.884 709.837 424.533 285.304 224.063 134.788 86.8672 8800.12 5956.93 1489.34
internal_count=4780 442 405 245 160 121 81 54 4338 3046 800
is_linear=0
shrinkage=0.06


Tree=1140
num_leaves=12
num_cat=0
split_feature=69 12 81 101 140 79 80 60 87 20 35
split_gain=0.00628374 0.00771978 0.00699825 0.0186985 0.0347989 0.0375566 0.0298978 0.0301652 0.0335249 0.0310505 0.0307075
threshold=0.04673989117145539 0.00075379351619631063 0.0079489401541650313 0.00040826165059115743 0.010180860292166473 0.00096484774257987748 0.029773407615721229 0.0033348383149132137 0.00090704852482303988 0.00043393640953581786 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 10 9 -9 -5
right_child=1 -3 3 6 -6 -7 -8 8 -10 -11 -12
leaf_value=2.8388497471543773e-05 1.1972948036124864e-05 0.00092839280607028994 -0.0016525113667148579 0.0010881870668355547 0.000566061194889044 -1.3381174067076977e-05 -0.0015706700949581797 0.0011276367511674113 -0.00025584503109189028 -5.9548184525341533e-05 -0.00042883441710937293
leaf_weight=6554.4446097612381 76.876478433609009 58.005136609077454 54.487545013427734 50.328261494636536 389.85315930843353 644.07528436183929 55.691301345825195 177.90771102905273 340.54129934310913 143.0268771648407 1014.7620197534561
leaf_count=3463 45 28 41 13 141 273 34 39 137 48 518
internal_value=0 0.00040647 -5.82732e-06 -8.39486e-05 0.000111997 -0.000141451 -0.000203611 -0.000159428 0.000158793 0.000598705 -0.000357056
internal_weight=0 134.882 9425.12 2870.67 1088.42 698.563 1782.26 1726.57 661.476 320.935 1065.09
internal_count=4780 73 4707 1244 455 314 789 755 224 87 531
is_linear=0
shrinkage=0.06


Tree=1141
num_leaves=12
num_cat=0
split_feature=71 114 2 35 40 46 138 10 123 22 83
split_gain=0.00603213 0.0192567 0.02973 0.0203637 0.0251261 0.0172715 0.021363 0.0193891 0.0169606 0.0236934 0.0226256
threshold=0.037906534969806678 0.00017767510871635753 0.0016331639490090313 0.0037758676335215573 0.0041444667149335155 0.0053125319536775359 0.00057154725072905432 0.012252715881913902 0.00038414125447161501 0.00017767510871635753 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -3 8 9 -7 -10
right_child=1 3 -4 4 -6 7 -8 -9 10 -11 -12
leaf_value=-2.300602767581037e-05 -3.7368700878232091e-05 0.0011465665257111876 -0.0018906259227582742 -0.00094046807782332447 0.00026043374408075292 -0.0011746949655651825 -0.00019484688034184658 -0.0010085882291738927 0.00030655294265453584 0.00037723722131065816 0.0016694013220231257
leaf_weight=7754.1776235103607 824.73711788654327 197.70177698135376 32.285966396331787 94.450386524200439 186.22627806663513 50.047229290008545 54.487545013427734 41.072920441627502 140.71304190158844 120.4505889415741 63.649208664894104
leaf_count=3800 460 73 21 77 95 37 41 37 54 60 25
internal_value=0 9.87526e-05 -0.000107397 0.000284954 -0.000143872 0.000465097 0.000856781 0.000227462 0.000363127 -7.87321e-05 0.000731625
internal_weight=0 1805.82 857.023 948.799 280.677 668.122 252.189 415.933 374.86 170.498 204.362
internal_count=4780 980 481 499 172 327 114 213 176 97 79
is_linear=0
shrinkage=0.06


Tree=1142
num_leaves=12
num_cat=0
split_feature=26 63 142 117 100 11 99 101 46 131 13
split_gain=0.00627628 0.00867586 0.0270641 0.0209711 0.0204236 0.0501356 0.0403861 0.0346861 0.0435812 0.0320877 0.0516521
threshold=0.0014881226234138014 0.0027679565828293566 0.055838862434029586 0.12087306752800943 0.00070876078098081063 0.0087224207818508166 0.00017767510871635753 0.00017767510871635753 0.0081988852471113222 0.0005893622583243997 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -3 -7 -9 -8 -11
right_child=-2 2 -4 -5 -6 7 9 8 -10 10 -12
leaf_value=4.8027600611628106e-05 0.00017294673101251234 -0.0019838811794795509 0.00054042378913121355 -0.00076017310035986652 -6.9380011560573628e-05 -0.00013830603178312592 0.00047872769411108938 -0.00065735563798556659 -0.0038842932161229438 -0.0022180880602576149 9.8519602828793458e-05
leaf_weight=5527.6731264591217 699.93989062309265 41.072920441627502 226.10949206352234 117.94939887523651 2481.8226511478424 32.379643797874451 212.41383528709412 25.625492811203003 36.632604718208313 51.063630819320679 107.31699657440186
leaf_count=2821 388 37 42 82 1209 13 62 15 33 46 32
internal_value=0 -1.36714e-05 -9.2355e-05 3.11294e-05 -0.00014025 -0.000487425 -0.000201105 -0.00173197 -0.00255927 -3.1451e-06 -0.000649308
internal_weight=0 8860.06 3214.44 5645.62 2988.33 506.505 411.867 94.6377 62.2581 370.794 158.381
internal_count=4780 4392 1489 2903 1447 238 177 61 48 140 78
is_linear=0
shrinkage=0.06


Tree=1143
num_leaves=12
num_cat=0
split_feature=95 117 34 65 142 71 143 145 91 68 86
split_gain=0.00578282 0.0144092 0.016894 0.0150471 0.0133388 0.0160747 0.00904423 0.008467 0.00931129 0.00820143 0.0070137
threshold=0.020658296532928947 0.0023699469165876512 0.015200819820165636 0.00077738583786413084 0.00899649551138282 0.010829726699739696 0.0049928687512874612 0.0030382014811038975 0.00057154725072905432 0.0017376682371832433 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 4 -4 6 -6 9 8 -2 -3 -8
right_child=1 2 3 -5 5 -7 10 -9 -10 -11 -12
leaf_value=-1.2194096278505385e-05 -0.00031320361792791935 -0.00078024859052494306 0.00016804449014814967 0.0013908551043744755 -1.386960510024195e-05 -0.0016321201092883626 0.00094716823994768777 0.00030893057215786504 -0.0018977926757460112 0.00024577921354616307 -3.1580353213204906e-05
leaf_weight=8950.0698637962341 31.17588746547699 37.74268364906311 65.869366526603699 80.487747430801392 75.860076904296875 31.082210063934326 92.604938268661499 26.7355717420578 23.311657547950745 108.23972070217133 36.81995952129364
leaf_count=4465 20 34 27 24 36 28 43 16 21 49 17
internal_value=0 0.000178731 0.000293051 0.000841008 8.31365e-05 -0.000485291 0.000303956 -0.000564856 -0.00099338 -1.98453e-05 0.000668916
internal_weight=0 609.93 528.707 146.357 382.35 106.942 275.407 81.2231 54.4875 145.982 129.425
internal_count=4780 315 258 51 207 64 143 57 41 83 60
is_linear=0
shrinkage=0.06


Tree=1144
num_leaves=12
num_cat=0
split_feature=93 97 95 0 0 115 127 129 80 81 40
split_gain=0.00602569 0.00874998 0.0127482 0.013689 0.0220364 0.0133499 0.012649 0.0109956 0.0197636 0.0109887 0.0104594
threshold=0.010829726699739696 0.0098710241727530974 0.0012745757703669371 0.0058306583669036635 0.001792412775103003 0.0011980500421486797 0.0036604277556762104 0.000490355829242617 0.0032328735105693345 0.027182282879948619 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 8 -2 -5 -4
right_child=1 -3 10 9 5 -7 -8 -9 -10 -11 -12
leaf_value=-1.9683690274414004e-05 0.00010455797285704785 0.00082843320515503516 -0.00045683692950476858 -0.00049272059017974664 0.0014135811613349685 0.00043970570314523407 0.00098203869136140863 0.00035033044548129312 -0.001448694543677432 0.00054242990339243517 5.6932930534571235e-05
leaf_weight=8167.1550855636597 79.92568302154541 59.208892941474915 205.92666661739349 123.4997935295105 98.155332922935486 104.90948390960693 47.82707142829895 110.55355596542358 46.623315095901489 52.54841935634613 463.66638326644897
leaf_count=3978 72 21 137 87 48 46 35 43 42 15 256
internal_value=0 0.000115332 8.36126e-05 0.000269873 0.000433474 0.000910911 9.30116e-05 -8.66567e-05 -0.000468385 -0.000183607 -0.000101116
internal_weight=0 1392.84 1333.64 664.043 487.994 203.065 284.93 237.103 126.549 176.048 669.593
internal_count=4780 802 781 388 286 94 192 157 114 102 393
is_linear=0
shrinkage=0.06


Tree=1145
num_leaves=12
num_cat=0
split_feature=99 16 7 51 85 87 61 143 62 62 28
split_gain=0.00623044 0.0140779 0.00907456 0.0119641 0.0169827 0.0101345 0.0184918 0.00920806 0.00807822 0.0213378 0.0423181
threshold=0.017188700847327713 0.00070876078098081063 0.0033348383149132137 0.0058306583669036635 0.0025217677466571335 0.0034400182776153092 0.0019071503775194289 0.002945306478068233 0.0011980500421486797 0.00064626874518580746 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 -2 -7 -5 9 -1 -11
right_child=1 -3 -4 7 -6 6 -8 -9 -10 10 -12
leaf_value=-8.150565406640398e-06 0.0001559432100710766 -0.00083463606848685565 0.00055128175414177771 -0.00028663459581782598 -0.001230626165585603 -0.0016578063951459983 9.6566099004795813e-05 0.00068125217029206412 0.0001127640142947144 -0.00069355424761090593 0.00025467683731010462
leaf_weight=6310.7237317562103 490.68298721313477 51.250985622406006 195.48161911964417 44.496834635734558 39.962841510772705 33.302367925643921 61.335373401641846 171.79525196552277 1427.7254319190979 467.63831198215485 265.60394656658173
leaf_count=3009 248 30 71 32 36 30 31 82 793 300 118
internal_value=0 0.000135126 0.000183127 9.75564e-05 -3.55145e-05 4.62782e-05 -0.000521884 0.000482093 -1.73709e-05 -4.37489e-05 -0.000350087
internal_weight=0 1088.31 1037.06 841.576 625.284 585.321 94.6377 216.292 8471.69 7043.97 733.242
internal_count=4780 560 530 459 345 309 61 114 4220 3427 418
is_linear=0
shrinkage=0.06


Tree=1146
num_leaves=12
num_cat=0
split_feature=67 142 56 50 34 49 60 64 47 45 46
split_gain=0.00614024 0.0149766 0.0177438 0.0121072 0.0108904 0.0104765 0.0208632 0.0136523 0.0173592 0.0082747 0.0178313
threshold=0.0044099434744566688 0.0037758676335215573 0.0010585968848317864 0.0010918468469753864 0.021960759535431865 0.00017767510871635753 0.00085274505545385193 0.00046126570669002836 0.0017376682371832433 0.0022975050378590827 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 8 -2 10 -7
right_child=1 2 -4 -5 -6 9 -8 -9 -10 -11 -12
leaf_value=-1.4469861466306757e-05 -3.7460149277050679e-05 0.0013179681089718494 -0.00013427498282260076 0.00039786761261445487 0.00071327040243385318 -0.00097564974393318424 -0.0016308262492327381 0.00029647927781329282 -0.0017630515932182788 0.000652908858202355 0.00062369967231504263
leaf_weight=8767.3471274375916 53.564820885658264 91.775891542434692 111.75731229782104 117.4013843536377 58.098814010620117 49.953551888465881 42.276676774024963 106.20691764354706 34.412446856498718 76.970155835151672 50.234584093093872
leaf_count=4454 24 18 36 33 20 45 30 31 31 37 21
internal_value=0 0.0001599 0.000476023 0.000801996 -5.523e-05 -0.000163323 -0.000424621 -0.000161309 -0.000713663 0.000185485 -0.00017391
internal_weight=0 792.653 320.935 209.177 471.718 413.619 236.461 194.184 87.9773 177.158 100.188
internal_count=4780 326 87 51 239 219 116 86 55 103 66
is_linear=0
shrinkage=0.06


Tree=1147
num_leaves=12
num_cat=0
split_feature=20 66 4 116 107 140 46 116 3 45 24
split_gain=0.00613576 0.00949296 0.00902128 0.0191497 0.0394954 0.036453 0.0367974 0.0360461 0.0304791 0.0397223 0.0353175
threshold=0.0042751494329422721 0.0028552538715302949 0.0005375427135732026 0.0026833302108570938 0.0010263677686452868 0.0015833032084628942 0.0081988852471113222 0.0034400182776153092 0.00017767510871635753 0.0035485138650983576 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 -5 -9 10 -10
right_child=-2 -3 -4 4 5 6 -8 8 9 -11 -12
leaf_value=0.00017724398304302 0.00011462200840150578 0.00077520471997287932 -7.2203837852910789e-05 -0.0021430077730241527 -0.0011872485180309481 0.00052882746930035113 -0.00061977115556677536 0.00014613286907115978 -0.00095828789859010819 0.00032916541091345189 -0.0034128057306872977
leaf_weight=1821.1898602247238 1429.4912526607513 53.564820885658264 5232.3921308517456 50.047229290008545 67.808492183685303 464.13477027416229 128.03378665447235 166.33853471279144 65.682011723518372 50.234584093093872 31.082210063934326
leaf_count=913 738 24 2555 37 53 216 83 69 43 21 28
internal_value=0 -2.0166e-05 -2.54503e-05 6.05496e-05 -0.000147118 0.000129473 0.000280424 -0.00064936 -0.000410182 -0.00103936 -0.00174943
internal_weight=0 8130.51 8076.94 2844.55 1023.36 659.977 592.169 363.385 313.337 146.999 96.7642
internal_count=4780 4042 4018 1463 550 352 299 198 161 92 71
is_linear=0
shrinkage=0.06


Tree=1148
num_leaves=12
num_cat=0
split_feature=9 59 46 94 92 94 67 142 80 64 34
split_gain=0.00614184 0.0101725 0.00923776 0.0191343 0.0307487 0.0301808 0.00815855 0.0184454 0.0185672 0.0120932 0.0215452
threshold=0.0020932231564074759 0.048151826485991485 0.21471316367387774 0.0005375427135732026 0.4073652476072312 0.0033348383149132137 0.0044099434744566688 0.0044099434744566688 0.0028552538715302949 0.00046126570669002836 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 5 -5 -1 9 -9 10 -8
right_child=1 -3 3 4 -6 -7 7 8 -10 -11 -12
leaf_value=-4.533768299275584e-05 0.00019104371821996975 -0.00063443814882568124 0.0011909614718806016 -0.0016916317854457823 0.001308864423287127 0.00025037369730453998 -0.0011749681752886102 0.00096350433098164661 -4.4441352549344763e-05 0.00021441939215468631 6.2996654994978114e-05
leaf_weight=7599.3801653385162 917.62308835983276 56.98873507976532 69.293280720710754 46.716992497444153 46.998024702072144 74.843675374984741 80.019360423088074 162.36660599708557 110.55355596542358 257.83339405059814 137.38280510902405
leaf_count=3895 479 19 22 34 10 27 64 25 43 111 51
internal_value=0 0.000142715 -1.62178e-05 0.000352409 7.18458e-06 -0.000496736 -2.67254e-05 0.000162309 0.000555342 -6.34727e-05 -0.000392993
internal_weight=0 974.612 8585.39 237.852 168.559 121.561 8347.54 748.156 272.92 475.236 217.402
internal_count=4780 498 4282 93 71 61 4189 294 68 226 115
is_linear=0
shrinkage=0.06


Tree=1149
num_leaves=12
num_cat=0
split_feature=51 48 110 65 35 0 140 82 114 0 0
split_gain=0.00623636 0.00664933 0.0119969 0.00848438 0.00671786 0.0170346 0.0737458 0.0656962 0.041882 0.0294273 0.0562461
threshold=0.045367386192083366 0.0042751494329422721 0.0048403022810816774 0.00060774214216507982 0.00057154725072905432 0.0026833302108570938 0.076978169381618514 0.0022975050378590827 0.00082683752407319855 0.0034400182776153092 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 8 -8 -6 -7 -11
right_child=-2 2 -4 -5 5 9 7 -9 -10 10 -12
leaf_value=9.3525391750966407e-05 0.00040549960211889557 0.0005563342374026581 0.001231175794587849 -0.00058786311776411247 -0.00056907258143077842 0.00038312397824058773 -0.0041575727690843587 -0.00018795155959291568 3.2638169586364498e-05 -0.0009807349360228387 1.399965683003942e-05
leaf_weight=1762.0746446847916 134.50690543651581 50.234584093093872 43.480433106422424 43.386755704879761 554.50550079345703 706.6144140958786 31.082210063934326 28.955729603767395 1671.6102367639542 214.71362066268921 4318.8346486091614
leaf_count=884 105 21 23 31 354 297 28 18 754 153 2112
internal_value=0 -5.80368e-06 0.000408841 2.60196e-05 -1.19284e-05 -3.66184e-05 -0.000173276 -0.00224656 -0.000117261 2.30041e-05 -3.31326e-05
internal_weight=0 9425.49 137.102 93.6213 9288.39 7526.32 2286.15 60.0379 2226.12 5240.16 4533.55
internal_count=4780 4675 75 52 4600 3716 1154 46 1108 2562 2265
is_linear=0
shrinkage=0.06


Tree=1150
num_leaves=12
num_cat=0
split_feature=51 92 95 48 99 116 146 47 20 53 59
split_gain=0.00563955 0.0113273 0.0113248 0.00650678 0.0111257 0.00721085 0.019293 0.0118515 0.00990549 0.0335861 0.011859
threshold=0.027182282879948619 0.028020657598972324 0.0019071503775194289 0.0042751494329422721 0.0014881226234138014 0.024810968898236755 0.0028552538715302949 0.011519505176693203 0.00038414125447161501 0.0095705352723598498 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 7 -7 -8 10 -10
right_child=1 2 -4 4 -6 6 8 -9 9 -11 -12
leaf_value=-2.7977434332519044e-05 0.00037887311006447696 -0.001376130840036624 0.00023239886164323078 0.00089913504856126169 -0.00020591073560506556 0.001490394777654312 0.00027924409397169723 0.00039313399853140182 -0.00086590084685067277 0.00028837240500496615 -0.0026140485590177773
leaf_weight=8581.9639459848404 308.80334746837616 28.862052202224731 34.506124258041382 73.63991904258728 59.021538138389587 51.438340425491333 150.79742968082428 113.79011535644531 37.836361050605774 97.138931393623352 22.201578617095947
leaf_count=4287 165 26 23 34 37 14 55 54 26 39 20
internal_value=0 0.000228924 -0.000501246 -9.29018e-06 0.000407712 -1.54038e-05 0.000212588 0.000735424 -6.80625e-05 -0.000401238 -0.00151562
internal_weight=0 372.172 63.3682 9187.83 132.661 9055.17 473.203 165.228 307.974 157.177 60.0379
internal_count=4780 214 49 4566 71 4495 208 68 140 85 46
is_linear=0
shrinkage=0.06


Tree=1151
num_leaves=12
num_cat=0
split_feature=69 127 45 135 40 86 113 47 140 81 86
split_gain=0.00590924 0.00775372 0.00665374 0.019851 0.0287107 0.039775 0.0266823 0.0242153 0.0396217 0.0250439 0.0232281
threshold=0.04673989117145539 0.00099512818269431613 0.0035485138650983576 0.00075379351619631063 0.00099512818269431613 0.0019071503775194289 0.0060143163427710542 0.024066280573606495 0.05109804309904576 0.0048403022810816774 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 10 6 7 8 -6 -9 -4
right_child=1 -3 3 -5 5 -7 -8 9 -10 -11 -12
leaf_value=-5.1268487573219786e-05 3.7256498453378125e-05 0.00097364473883034084 -3.3948545805588071e-05 -9.4700248875366982e-05 0.00046050608333137545 -0.00081010970507110853 -0.00030471100449765696 0.00027037139049722623 0.0016381799245175684 -0.0016981782731578959 -0.0013021590946742784
leaf_weight=5182.8273384571075 83.536952018737793 51.344663023948669 763.49542188644409 1890.4550411701202 1039.1041287183762 104.44109690189362 169.29406189918518 71.326083779335022 114.0711475610733 34.412446856498718 55.691301345825195
leaf_count=2381 51 22 421 1129 451 86 104 40 30 31 34
internal_value=0 0.000394164 -5.65918e-06 5.00618e-05 0.000166424 0.000319681 0.00040235 0.00049745 0.000577133 -0.000371289 -0.000120315
internal_weight=0 134.882 9425.12 4242.29 2351.84 1532.65 1428.21 1258.91 1153.18 105.739 819.187
internal_count=4780 73 4707 2326 1197 742 656 552 481 71 455
is_linear=0
shrinkage=0.06


Tree=1152
num_leaves=12
num_cat=0
split_feature=20 100 33 25 33 26 11 28 5 18 9
split_gain=0.00579215 0.00890226 0.0162835 0.0438753 0.0159202 0.0239972 0.0370731 0.035253 0.0451276 0.0300356 0.0244222
threshold=0.0042751494329422721 0.0092791137285530585 0.0013146653072908523 0.00017767510871635753 0.0070226341485977182 0.0019071503775194289 0.027182282879948619 0.0012357163941487672 0.02129978779703379 0.0015833032084628942 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 8 -6 -9 -11
right_child=-2 2 -4 -5 5 -7 -8 9 -10 10 -12
leaf_value=-1.4344326137997514e-05 0.00011136269395281142 0.00060749950942804918 0.00017668066838988483 -0.0020932622705983716 -0.0015637642002929693 0.00045635712391191671 0.00034345576240742105 0.00017916342451720067 0.00055506532494268798 -0.0025226861702320118 1.0966649244980055e-05
leaf_weight=6007.7518111467361 1429.4912526607513 45.606913566589355 1253.9910542964935 41.072920441627502 209.89859533309937 125.90730619430542 160.88181746006012 186.22627806663513 43.667787909507751 31.082210063934326 24.421736478805542
leaf_count=2825 738 33 685 37 181 73 56 95 7 28 22
internal_value=0 -1.95969e-05 0.000121687 -0.000673184 -4.74952e-05 -0.000302116 -0.000447699 -0.000704699 -0.0011988 -0.000186127 -0.00140986
internal_weight=0 8130.51 1340.67 86.6798 6789.84 782.086 656.178 495.297 253.566 241.73 55.5039
internal_count=4780 4042 755 70 3287 462 389 333 188 145 50
is_linear=0
shrinkage=0.06


Tree=1153
num_leaves=12
num_cat=0
split_feature=19 127 94 59 112 147 81 129 115 117 91
split_gain=0.00629405 0.0167307 0.0126166 0.0178751 0.00744497 0.00890571 0.0252136 0.0260354 0.0159618 0.0174696 0.0237212
threshold=0.086341444402933135 0.0011261500185355546 0.0048403022810816774 0.0030382014811038975 0.0079489401541650313 0.037906534969806678 0.016668972559273246 0.00040826165059115743 0.024810968898236755 0.0023699469165876512 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 7 -7 9 -9 -11
right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 -12
leaf_value=-4.1768457042419546e-05 -0.00097056311001311713 -0.00055696909171302047 0.00091789463026167796 0.00093139397132572101 0.00023879241137558655 0.0011971015966614233 -0.0011227946981530455 0.00076833811076744787 -7.2854357480558302e-05 -0.0015284438026030162 0.00040466157382703836
leaf_weight=7837.0588337182999 37.836361050605774 63.55553126335144 127.48577213287354 33.396045327186584 419.43653094768524 88.16462254524231 53.471143484115601 214.72767055034637 574.59464883804321 32.192288994789124 78.08023476600647
leaf_count=3907 26 33 34 22 297 39 32 56 267 29 38
internal_value=0 0.000289795 0.000560757 -7.88088e-05 -8.19339e-06 -1.98643e-05 0.000144991 0.000213727 0.00011723 0.000453214 -0.000160551
internal_weight=0 262.274 198.718 71.2324 9297.73 8878.29 1041.23 987.759 899.595 325 110.273
internal_count=4780 115 82 48 4665 4368 461 429 390 123 67
is_linear=0
shrinkage=0.06


Tree=1154
num_leaves=12
num_cat=0
split_feature=82 136 9 63 72 2 94 148 23 142 59
split_gain=0.00589885 0.0142601 0.0175706 0.018236 0.0242176 0.0237013 0.023505 0.0244031 0.0194648 0.017921 0.0291442
threshold=0.002945306478068233 0.0054799309000372895 0.0012357163941487672 0.0027679565828293566 0.0033348383149132137 0.028458753600716594 0.00043393640953581786 0.0045489775948226461 0.013860232196748258 0.00899649551138282 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 9 -5 -8 -9 -2 -11
right_child=1 -3 -4 4 -6 -7 7 8 -10 10 -12
leaf_value=-2.6410843025141983e-05 -3.7597174610241907e-05 -0.00082682269872994354 0.00045581222590438292 0.00061124896119331971 3.13860907365268e-05 0.0014289915620629636 -0.0021579741524268528 0.00022114963075109238 -0.001415525097295292 0.0007980926875319703 -0.00060540290682389798
leaf_weight=7277.298020362854 886.88748812675476 60.131617069244385 424.81362068653107 34.599801659584045 356.63041889667511 50.234584093093872 53.283788681030273 53.377466082572937 51.157308220863342 243.49604535102844 68.089524388313293
leaf_count=3427 613 38 221 15 200 21 48 40 38 90 29
internal_value=0 8.4136e-05 0.000108818 2.68018e-05 -0.000261357 0.000153514 -0.000803664 -0.00111406 -0.000580395 9.99371e-05 0.000491297
internal_weight=0 2282.7 2222.57 1797.76 549.049 1248.71 192.418 157.819 104.535 1198.47 311.586
internal_count=4780 1353 1315 1094 341 753 141 126 78 732 119
is_linear=0
shrinkage=0.06


Tree=1155
num_leaves=12
num_cat=0
split_feature=99 122 35 37 138 135 109 58 8 149 117
split_gain=0.00611632 0.00763666 0.0117566 0.0101962 0.00971219 0.0121237 0.0163768 0.0103783 0.00778154 0.00830822 0.0082846
threshold=0.023343417793512348 0.0060143163427710542 0.0022975050378590827 0.0018488886416889729 0.0066005610860884198 0.0018488886416889729 0.0034400182776153092 0.0053125319536775359 0.033603202551603324 0.0010263677686452868 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 6 -4 -8 10 -10 -1
right_child=-2 2 4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=5.1737576335515773e-05 0.00016329355599643326 0.00023080514394586152 6.7548898107397748e-05 0.0011288075610110773 0.0004869351414219832 0.00027709470141666002 -0.0024628305006111121 -0.00064816319077812734 0.00092178736041908062 6.1963176378642624e-05 -7.7030174835249793e-05
leaf_weight=2664.545387506485 759.88415288925171 116.10395061969757 41.353952646255493 74.843675374984741 79.377668499946594 66.885768055915833 23.311657547950745 22.201578617095947 62.63280713558197 113.97747015953064 5534.8816145658493
leaf_count=1220 442 48 13 27 23 36 21 20 16 38 2876
internal_value=0 -1.41176e-05 0.000234254 0.000583192 -5.1674e-05 -0.000329876 -0.000797011 -0.00158099 -2.66953e-05 0.000367239 -3.51847e-05
internal_weight=0 8800.12 424.078 190.948 233.131 153.753 86.8672 45.5132 8376.04 176.61 8199.43
internal_count=4780 4338 188 75 113 90 54 41 4150 54 4096
is_linear=0
shrinkage=0.06


Tree=1156
num_leaves=12
num_cat=0
split_feature=112 11 145 99 13 8 78 63 137 61 114
split_gain=0.00586743 0.00877149 0.0101094 0.0167293 0.00962709 0.014326 0.0155052 0.0130488 0.00831911 0.00811067 0.00801558
threshold=0.0033348383149132137 0.027182282879948619 0.00044738779251929378 0.0011615398107096555 0.00037263428384903824 0.0044099434744566688 0.0042751494329422721 0.0042751494329422721 0.0012357163941487672 0.0042751494329422721 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 5 6 8 -6 -4 -8 -1
right_child=1 -3 4 -5 7 -7 9 -9 -10 -11 -12
leaf_value=-4.1581251267736842e-05 -0.0012117112743109664 0.00083860006274389894 0.00014939161258189999 0.00013676155391809843 4.8334427841838063e-05 -0.0001456734616299889 0.00061118333244121925 -0.0012805530262774087 0.0008771691467943214 0.0017790871748841477 0.0001157917307207634
leaf_weight=7175.0489815473557 53.377466082572937 60.318971872329712 287.43081557750702 86.960866212844849 116.01027321815491 199.35987043380737 43.386755704879761 34.412446856498718 70.309682250022888 42.464031577110291 1390.9195222854614
leaf_count=3537 40 22 170 46 56 123 31 31 31 14 679
internal_value=0 0.000137965 9.2618e-05 -0.000376626 0.000175659 0.000276748 0.000466584 -0.000256326 0.000292633 0.00119026 -1.60264e-05
internal_weight=0 994.031 933.712 140.338 793.374 642.951 443.591 150.423 357.74 85.8508 8565.97
internal_count=4780 564 542 86 456 369 246 87 201 45 4216
is_linear=0
shrinkage=0.06


Tree=1157
num_leaves=12
num_cat=0
split_feature=102 68 68 124 10 146 95 72 71 139 92
split_gain=0.00569354 0.0197387 0.0245146 0.0223005 0.0187603 0.0290772 0.0271198 0.0259916 0.0293277 0.0253323 0.0183039
threshold=0.00052132029668428015 0.00082683752407319855 0.00064626874518580746 0.00017767510871635753 0.0011615398107096555 0.00017767510871635753 0.0012745757703669371 0.011169348377734424 0.0013560238294303419 0.00077738583786413084 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 10 6 -6 8 -7 -9 -3
right_child=-2 4 3 -5 5 7 -8 9 -10 -11 -12
leaf_value=-4.1409024064678699e-05 -2.8029706804746464e-05 0.00015647762168539194 -0.00039148735361455505 -0.0023071386122470194 -0.00011310515052564404 0.0013600672887481308 -0.0025905740004799442 -0.0014598260918444277 0.00034669600654685249 0.00067239444017822068 -0.00073297471014127831
leaf_weight=796.90551710128784 6997.7829624414444 212.13280308246613 63.55553126335144 33.302367925643921 55.503946542739868 113.97747015953064 22.201578617095947 52.173709750175476 1042.9823800325394 32.473321199417114 137.00809550285339
leaf_count=346 3539 86 33 30 50 38 20 47 503 5 83
internal_value=0 7.65087e-05 -0.000151016 -0.00105184 0.000198392 0.000301888 -0.000823373 0.000372372 0.000446637 -0.00064201 -0.000192667
internal_weight=0 2562.22 893.763 96.8579 1668.45 1319.31 77.7055 1241.61 1156.96 84.647 349.141
internal_count=4780 1241 409 63 832 663 70 593 541 52 169
is_linear=0
shrinkage=0.06


Tree=1158
num_leaves=12
num_cat=0
split_feature=31 83 13 116 135 117 125 20 87 38 39
split_gain=0.00594149 0.0168403 0.0266063 0.0207819 0.0134582 0.0177871 0.0166471 0.020874 0.0247925 0.0178285 0.0210816
threshold=0.010500331409275534 0.0020292587578296666 0.0030382014811038975 0.00046126570669002836 0.00085274505545385193 0.0031340263085439806 0.0022975050378590827 0.0022272822679951791 0.00080172589514404546 0.00037263428384903824 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 7 8 -5 -8 -11
right_child=1 3 -4 4 5 -7 9 -9 -10 10 -12
leaf_value=-1.5510698430918256e-05 -0.0015673348563389755 0.001507322198834925 0.00038479169253530303 -0.00044322262167647349 -0.00043734771569103843 0.00058701328959099739 0.00081918775231112299 0.00041646922146312501 -0.0024251534874400781 0.00059620503208031523 -0.0010784430375805469
leaf_weight=8633.4022864103317 50.047229290008545 43.574110507965088 50.328261494636536 76.876478433609009 74.56264317035675 334.42884027957916 102.78300344944 53.471143484115601 32.192288994789124 51.438340425491333 56.895057678222656
leaf_count=4301 37 15 13 45 51 180 36 32 29 14 27
internal_value=0 0.00014436 -0.00058913 0.000233531 0.000162429 0.000400202 -9.78679e-05 -0.000554112 -0.00102989 0.000253494 -0.000283478
internal_weight=0 926.597 100.375 826.222 782.648 408.991 373.656 162.54 109.069 211.116 108.333
internal_count=4780 479 50 429 414 231 183 106 74 77 41
is_linear=0
shrinkage=0.06


Tree=1159
num_leaves=12
num_cat=0
split_feature=49 86 62 20 39 143 25 24 17 78 15
split_gain=0.00573886 0.0120409 0.0205265 0.00798631 0.00759483 0.0123575 0.0212537 0.00997097 0.0105187 0.00855695 0.0371747
threshold=0.0049928687512874612 0.0015833032084628942 0.0005375427135732026 0.00090704852482303988 0.028884131461381916 0.022641776129603389 0.0095705352723598498 0.0032328735105693345 0.0021592099219560628 0.037906534969806678 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 9 7 -7 -6 -9 -1 -11
right_child=1 2 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=1.2606204720750306e-06 0.00013995074800455715 -0.001537892321809727 0.00038434587519188594 0.00087120828082830782 0.00066596389705560904 -0.001234329800262244 0.00034718334868547745 -0.00077794211672722587 0.00040855009409228213 -6.9010780657670633e-05 -0.0013077849976331345
leaf_weight=7728.3366761207581 110.27252376079559 32.192288994789124 52.454741954803467 104.90948390960693 214.44663834571838 50.047229290008545 78.36126697063446 42.276676774024963 73.546241641044617 977.50177299976349 95.6541428565979
leaf_count=3995 67 29 23 46 80 37 14 30 42 347 70
internal_value=0 0.000258291 -0.000347657 0.000496706 -8.38033e-06 0.000229619 -0.000269692 0.000423774 -2.48305e-05 -2.07858e-05 -0.000179539
internal_weight=0 299.829 84.647 215.182 9260.17 458.678 128.408 330.27 115.823 8801.49 1073.16
internal_count=4780 165 52 113 4615 203 51 152 72 4412 417
is_linear=0
shrinkage=0.06


Tree=1160
num_leaves=12
num_cat=0
split_feature=36 65 24 65 28 92 58 78 96 34 123
split_gain=0.00580685 0.0196643 0.0359969 0.0312871 0.0316006 0.0284329 0.0210622 0.0429921 0.0197925 0.0356138 0.0158896
threshold=0.0023699469165876512 0.0005375427135732026 0.0015833032084628942 0.00087947337306104611 0.00085274505545385193 0.00017767510871635753 0.0011615398107096555 0.014293605927377941 0.00080172589514404546 0.0012745757703669371 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 -2 7 -7 -4 -10 -11
right_child=1 3 8 -5 -6 6 -8 -9 9 10 -12
leaf_value=-2.3978817790564623e-05 0.00067918030700361148 -0.0028421166175138166 -0.00041323549351259149 3.4869154181842933e-05 -0.00041720351565080233 -0.00021736765863587985 -3.7266553122763797e-05 -0.0029727108818756666 0.0018546051579784999 0.00075616515833138906 -0.00030301661932776385
leaf_weight=7571.5345146656036 94.918773531913757 26.641894340515137 51.250985622406006 1173.1566970348358 70.122327446937561 52.361064553260803 110.36620116233826 33.302367925643921 93.902372002601624 215.74407207965851 66.698413252830505
leaf_count=3878 37 24 30 499 47 31 59 30 28 65 52
internal_value=0 9.12312e-05 0.000342046 -5.07e-05 -0.00108709 -0.000172757 -0.000585407 -0.00129075 0.000692291 0.000842912 0.000506022
internal_weight=0 1988.47 718.544 1269.92 96.7642 290.948 196.03 85.6634 427.596 376.345 282.442
internal_count=4780 902 332 570 71 157 120 61 175 145 117
is_linear=0
shrinkage=0.06


Tree=1161
num_leaves=12
num_cat=0
split_feature=99 2 70 14 22 141 40 135 73 36 114
split_gain=0.00579047 0.00714656 0.0081613 0.00766398 0.012726 0.00935339 0.0231901 0.00685079 0.0208061 0.0219964 0.0201029
threshold=0.023343417793512348 0.00087947337306104611 0.00062670491752214741 0.0017376682371832433 0.0019672545604407792 0.0016331639490090313 0.013439828064292671 0.0018488886416889729 0.0044099434744566688 0.0060143163427710542 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -7 -1 9 -9 -10
right_child=1 -3 -4 -5 -6 6 -8 8 10 -11 -12
leaf_value=-4.5757727303823296e-05 8.8684622485101002e-05 -0.0005334104823819329 0.00037451200217328951 0.00027269174385345565 0.00071997572085714403 -0.0019603268488774944 0.00021674561450245734 0.00011355011767305784 -0.00087001625668163324 0.0010294015243196969 -1.8155137217950738e-05
leaf_weight=6443.1041567325592 40.056518912315369 50.047229290008545 424.53258848190308 141.63576602935791 31.269564867019653 42.1829993724823 30.159485936164856 1796.4870915412903 145.79504954814911 99.546444058418274 315.18278884887695
leaf_count=3104 28 37 245 71 12 38 11 915 99 25 195
internal_value=0 0.000158882 0.000207761 -4.04098e-05 -0.000349056 -0.000646838 -0.00105366 -1.37386e-05 7.37868e-05 0.000161686 -0.000287706
internal_weight=0 759.884 709.837 285.304 143.669 112.399 72.3425 8800.12 2357.01 1896.03 460.978
internal_count=4780 442 405 160 89 77 49 4338 1234 940 294
is_linear=0
shrinkage=0.06


Tree=1162
num_leaves=12
num_cat=0
split_feature=112 58 9 94 94 14 14 100 40 43 62
split_gain=0.00569123 0.00685567 0.0207326 0.0195161 0.0209948 0.0169244 0.0246528 0.00935568 0.0116192 0.0221018 0.0380861
threshold=0.0079489401541650313 0.044033329933881767 0.000490355829242617 0.020658296532928947 0.0070226341485977182 0.00055427959887310873 0.0017376682371832433 0.034632634371519096 0.0031340263085439806 0.00099512818269431613 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 -4 -3 -7 8 9 -1 -11
right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-1.0546793608885212e-05 0.00021547391878329271 0.0004445349657981621 0.00041906261247337507 -7.0681554148370308e-05 0.001994230978440373 -0.0019430428394905 -8.8506643392307973e-05 0.00032709515244611586 3.3700029948850223e-05 -0.00056970660954719116 0.00011225475319384861
leaf_weight=2703.9602144956589 421.65668880939484 89.08734667301178 66.979445457458496 79.283991098403931 55.878656148910522 36.632604718208313 86.773511409759521 268.84050595760345 4491.4589473009109 788.74620509147644 470.70156645774841
leaf_count=1207 299 56 28 31 18 33 62 129 2219 468 230
internal_value=0 -9.96085e-06 0.000228384 0.000663234 0.00113652 -0.000185401 -0.000640146 -2.12918e-05 -3.23732e-05 -0.000107249 -0.000314844
internal_weight=0 9138.34 414.636 202.142 122.858 212.493 123.406 8723.71 8454.87 3963.41 1259.45
internal_count=4780 4481 228 77 46 151 95 4253 4124 1905 698
is_linear=0
shrinkage=0.06


Tree=1163
num_leaves=12
num_cat=0
split_feature=146 83 45 105 109 47 148 5 43 142 150
split_gain=0.00552318 0.0108837 0.0173523 0.0223754 0.0226555 0.0165026 0.0159372 0.0120406 0.0239055 0.0159947 0.0108821
threshold=0.0010263677686452868 0.045367386192083366 0.021960759535431865 0.00017767510871635753 0.0034400182776153092 0.057509137317538268 0.0028552538715302949 0.033603202551603324 0.024810968898236755 0.036783467978239066 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 -4 -6 9 -9 10 -1
right_child=-2 2 5 -5 6 -7 -8 8 -10 -11 -12
leaf_value=0.00020599835679347531 -1.9696372154761698e-05 0.0010914217601431994 -0.00173759187415203 0.0011606709033452772 -0.0014742703435874588 0.00027842370415576449 0.00030560654409698132 -0.0016895140306417106 0.00059881656549516801 -0.0010713618303569952 -0.00028384617713720457
leaf_weight=874.33001005649567 8058.9949923753738 44.684189438819885 23.311657547950745 136.46008098125458 37.836361050605774 38.852762579917908 34.599801659584045 40.056518912315369 27.751973271369934 42.464031577110291 200.6573041677475
leaf_count=440 4018 16 21 34 26 35 15 28 25 14 108
internal_value=0 0.000105655 0.000418627 0.000638819 3.0323e-05 -0.000479159 -0.000624846 2.22537e-05 -0.000753467 6.93887e-05 0.000114546
internal_weight=0 1501 315.745 253.58 117.12 62.1644 72.4362 1185.26 67.8085 1117.45 1074.99
internal_count=4780 762 147 91 57 56 41 615 53 562 548
is_linear=0
shrinkage=0.06


Tree=1164
num_leaves=12
num_cat=0
split_feature=136 9 10 46 148 31 0 115 131 125 104
split_gain=0.00541162 0.00607204 0.00927393 0.0173069 0.0147456 0.0145617 0.0299414 0.0333253 0.0221324 0.0131428 0.0113892
threshold=0.013032016810029747 0.0016846025246195497 0.0031340263085439806 0.0013560238294303419 0.027182282879948619 0.0032328735105693345 0.0044099434744566688 0.0063990866765379914 0.0013146653072908523 0.001792412775103003 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 10 6 8 -8 -4 -7 -5
right_child=-2 2 5 4 -6 9 7 -9 -10 -11 -12
leaf_value=-2.4295170635640932e-05 0.00041486941208153388 -0.0012085336649282909 0.0010857941886872626 0.00015053300067792511 0.00057050927402803884 0.0014800233429356493 5.8984757302391644e-07 -0.0018152541223228123 -0.00019977283914043612 0.00031704562456937762 -0.00040883644565877295
leaf_weight=8130.0400439500809 111.75731229782104 42.1829993724823 139.69664037227631 285.67904472351074 148.57727181911469 61.335373401641846 199.45354783535004 44.403157234191895 73.546241641044617 81.410471558570862 241.91757941246033
leaf_count=4082 36 38 45 128 53 31 115 40 42 41 129
internal_value=0 -4.92667e-06 0.000114522 -3.09066e-05 4.27273e-05 0.000288659 0.000123384 -0.00033066 0.000642524 0.000817443 -0.000105982
internal_weight=0 9448.24 1318.2 718.357 676.174 599.845 457.1 243.857 213.243 142.746 527.597
internal_count=4780 4744 662 348 310 314 242 155 87 72 257
is_linear=0
shrinkage=0.06


Tree=1165
num_leaves=12
num_cat=0
split_feature=107 11 82 71 110 40 18 54 107 142 44
split_gain=0.00602198 0.00794986 0.00901334 0.00670995 0.0163672 0.0270363 0.0230113 0.0190825 0.019758 0.0360127 0.0192312
threshold=0.048151826485991485 0.004017772153019906 0.0012357163941487672 0.037906534969806678 0.0011261500185355546 0.0017376682371832433 0.0010585968848317864 0.00046126570669002836 0.0027679565828293566 0.0044099434744566688 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 7 6 -6 8 9 -5 -9
right_child=1 -3 -4 4 5 -7 -8 10 -10 -11 -12
leaf_value=-3.0484687944527711e-05 0.00075617332170172793 0.00088718462548290512 -0.00049274863621817503 -9.7721891551248133e-05 -0.00040320896768125902 0.00017734713747052193 -0.0020919515934517186 0.00014753875532929313 0.00032197009754162808 -0.0026664380502986426 0.00071104232759471378
leaf_weight=7631.8815863132477 34.412446856498718 63.368176460266113 52.26738715171814 56.707702875137329 219.43496859073639 371.15512239933014 33.396045327186584 663.400963306427 79.283991098403931 29.972131133079529 324.71916210651398
leaf_count=3706 31 49 39 43 133 205 22 347 31 27 147
internal_value=0 0.000376971 3.38135e-06 -6.02902e-06 9.89361e-05 -0.000148617 -0.000627011 0.000232783 -0.000362376 -0.000987981 0.000332772
internal_weight=0 150.048 86.6798 9409.95 1778.07 623.986 252.831 1154.08 165.964 86.6798 988.12
internal_count=4780 119 70 4661 955 360 155 595 101 70 494
is_linear=0
shrinkage=0.06


Tree=1166
num_leaves=12
num_cat=0
split_feature=77 54 96 86 83 44 54 53 132 95 60
split_gain=0.00543304 0.0228958 0.0201628 0.0600037 0.0182346 0.0172918 0.01789 0.0172459 0.0174915 0.010445 0.0180933
threshold=0.020035739988088611 0.011880517937242987 0.0026833302108570938 0.0026833302108570938 0.0072436286136507997 0.00073092587990686308 0.0012745757703669371 0.0048403022810816774 0.00080172589514404546 0.0042751494329422721 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -4 -7 9 -9 10 -2
right_child=1 -3 4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-1.7021046188271353e-05 -0.00025958823099585346 0.00091104769426749745 0.00051549082873766612 -0.0019797462399560079 0.00089577263850771889 -0.0014077066935106947 0.00032981132528078663 -0.0018701720955225107 8.6582568449992527e-05 0.0006006411431637034 0.00055867643332460192
leaf_weight=8376.0091795921326 324.71916210651398 118.51146328449249 111.75731229782104 59.115215539932251 153.2049423456192 46.716992497444153 39.133794784545898 33.302367925643921 32.379643797874451 126.37569320201874 138.77391624450684
leaf_count=4344 147 34 36 29 41 34 11 30 13 33 28
internal_value=0 0.000120286 3.22535e-05 -0.000150615 0.000404724 2.37551e-05 -0.000616223 1.46066e-05 -0.000906874 0.00011735 -1.45249e-05
internal_weight=0 1183.99 1065.48 714.666 350.813 197.608 85.8508 655.551 65.682 589.869 463.493
internal_count=4780 436 402 280 122 81 45 251 43 208 175
is_linear=0
shrinkage=0.06


Tree=1167
num_leaves=12
num_cat=0
split_feature=108 121 96 149 63 68 58 17 135 145 17
split_gain=0.00575345 0.00981055 0.0148724 0.0170232 0.0134315 0.0131939 0.0178389 0.0164591 0.0128363 0.0111263 0.00826884
threshold=0.021960759535431865 0.00039601318712811922 0.0048403022810816774 0.00042089859198313212 0.0011615398107096555 0.019431582652032379 0.00244467705488205 0.00093549740267917525 0.0010918468469753864 0.0045489775948226461 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 6 7 -3 10 -2 -8
right_child=1 5 -4 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=-1.5322478063924707e-05 -0.00062555374753100665 0.0012843375710904657 -0.0010154592015324082 0.00043018329681786537 -0.0015066823680710965 -0.00033310592142699562 -0.0013662640836956212 8.9993823609828657e-05 0.00032305255379117139 0.00072596547412991726 0.00013878922443693659
leaf_weight=8627.0228450298309 56.707702875137329 124.06185793876648 54.487545013427734 181.87963974475861 33.396045327186584 98.984379649162292 29.972131133079529 62.445452332496643 232.11422383785248 35.616203188896179 23.311657547950745
leaf_count=4271 43 39 41 83 22 73 27 32 104 24 21
internal_value=0 0.000141518 -0.000102771 5.91784e-05 -0.000477472 0.000296449 0.000428543 0.000884716 0.000130229 -0.000103951 -0.000708777
internal_weight=0 932.977 362.087 307.6 125.72 570.89 471.905 186.507 285.398 92.3239 53.2838
internal_count=4780 509 213 172 89 296 223 71 152 67 48
is_linear=0
shrinkage=0.06


Tree=1168
num_leaves=12
num_cat=0
split_feature=67 27 102 61 11 59 22 142 124 72 39
split_gain=0.00563762 0.0130129 0.00918916 0.0221606 0.0228464 0.0441288 0.0759678 0.0491809 0.0404018 0.0176973 0.0148268
threshold=0.0044099434744566688 0.0005375427135732026 0.00052132029668428015 0.0034400182776153092 0.027182282879948619 0.023343417793512348 0.0013146653072908523 0.027182282879948619 0.002945306478068233 0.0037758676335215573 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 8 -1 -7 -5 -4
right_child=1 -3 10 9 -6 6 -8 -9 -10 -11 -12
leaf_value=-6.865844206453925e-05 0.00080298958823643747 6.225779596893105e-05 -0.00013971813484355244 0.00085459427411398636 0.00054099271414784103 -0.0037714970323439101 0.00099523996286569449 0.0011328771260342642 -0.00064172488237352492 -0.00043677679914201552 4.4748910211739313e-05
leaf_weight=1724.5989433526993 97.232608795166016 695.41994738578796 3313.580902338028 206.39505362510681 269.68360257148743 37.74268364906311 33.583400130271912 131.92608785629272 24.515413880348206 46.810669898986816 2978.5103701353073
leaf_count=923 31 295 1740 97 57 34 6 38 14 26 1519
internal_value=0 0.000153211 -1.38699e-05 8.4064e-05 2.34495e-05 -4.80636e-05 -0.00130284 1.678e-05 -0.00254209 0.000615778 -5.2397e-05
internal_weight=0 792.653 8767.35 2475.26 2222.05 1952.37 95.8415 1856.53 62.2581 253.206 6292.09
internal_count=4780 326 4454 1195 1072 1015 54 961 48 123 3259
is_linear=0
shrinkage=0.06


Tree=1169
num_leaves=12
num_cat=0
split_feature=107 118 60 70 125 85 146 35 99 147 99
split_gain=0.00556591 0.00881728 0.0085992 0.00841033 0.0060504 0.0209989 0.0218421 0.033992 0.0319369 0.0305002 0.0267178
threshold=0.048151826485991485 0.00037263428384903824 0.0013146653072908523 0.00039601318712811922 0.0041444667149335155 0.00017767510871635753 0.0018488886416889729 0.0019672545604407792 0.00060774214216507982 0.00017767510871635753 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 9 8 -8 -6 -9
right_child=1 -3 -4 -5 5 -7 7 10 -10 -11 -12
leaf_value=-4.0652377998420667e-05 0.0014944450076805895 -0.00030955945013472528 -0.00030200606632792477 0.00022001416308065991 0.0018093998922511156 -5.9983918559084947e-05 -0.0019092971226874541 0.00078652558069465354 -0.00014175848351942978 0.00031463303857713962 3.7270859094532045e-05
leaf_weight=6171.0926690101624 46.623315095901489 47.82707142829895 24.515413880348206 31.082210063934326 71.607115983963013 1995.4863022565842 42.276676774024963 309.27173447608948 279.84761786460876 156.34782433509827 384.02173244953156
leaf_count=3150 42 35 14 28 16 973 30 125 147 60 160
internal_value=0 0.000362414 0.000676811 0.000985611 -5.79758e-06 6.06115e-05 0.000254144 0.000134956 -0.000374257 0.000784769 0.000371572
internal_weight=0 150.048 102.221 77.7055 9409.95 3238.86 1243.37 1015.42 322.124 227.955 693.293
internal_count=4780 119 84 70 4661 1511 538 462 177 76 285
is_linear=0
shrinkage=0.06


Tree=1170
num_leaves=12
num_cat=0
split_feature=112 144 81 35 138 46 44 125 50 69 51
split_gain=0.00565959 0.00689449 0.0208578 0.0229961 0.0229221 0.0416151 0.0218201 0.0203808 0.016238 0.0244685 0.0176815
threshold=0.0079489401541650313 0.0072436286136507997 0.016668972559273246 0.044033329933881767 0.0026833302108570938 0.0013560238294303419 0.00044738779251929378 0.0015833032084628942 0.00017767510871635753 0.00099512818269431613 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 -8 -7 10 -10
right_child=-2 2 3 -5 -6 8 7 -9 9 -11 -12
leaf_value=-3.4045446824462328e-05 0.00021487705607691 0.00015183221084488327 -0.0017032643495798099 0.00028241813890949924 -5.8456809490837518e-05 0.0010780631807761774 0.00066767767520770559 0.0019745957714602798 -0.00011633392148061279 0.00034098144585005384 -0.0013707905225438216
leaf_weight=7526.7706977128983 421.65668880939484 71.419761180877686 46.716992497444153 38.023715853691101 833.53812181949615 50.328261494636536 77.157510638237 97.232608795166016 102.59564864635468 227.86126291751862 66.698413252830505
leaf_count=3773 299 32 34 10 379 13 21 31 52 84 52
internal_value=0 -9.93013e-06 0.000102694 -0.000812993 0.000153566 0.00040845 0.00103548 0.00139707 6.3858e-05 -6.4903e-05 -0.000611082
internal_weight=0 9138.34 1611.57 84.7407 1526.83 693.293 245.81 174.39 447.484 397.155 169.294
internal_count=4780 4481 708 44 664 285 84 52 201 188 104
is_linear=0
shrinkage=0.06


Tree=1171
num_leaves=12
num_cat=0
split_feature=99 141 12 34 141 4 8 94 61 81 97
split_gain=0.00565067 0.0110286 0.0120346 0.0086968 0.0108367 0.0225038 0.0354446 0.038013 0.0396662 0.0320467 0.0297769
threshold=0.017188700847327713 0.0016331639490090313 0.012636432424187662 0.02636832278221846 0.0049928687512874612 0.0026012937305495147 0.0066005610860884198 0.0062037324532866487 0.00075379351619631063 0.004017772153019906 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 9 -7 8 -8 -1 -11
right_child=1 -3 -4 -5 -6 6 7 -9 -10 10 -12
leaf_value=-3.190331569822865e-05 0.00050859728235995655 -1.19443500781964e-05 -0.00055077112451284614 0.0001557328625413341 6.3817239818071084e-05 0.00028095711953691761 -5.2870022232469555e-05 0.00037747013780905039 -0.0028739665394661479 -0.00063048602647068825 -5.894517755967995e-05
leaf_weight=2590.9569962024689 339.05651080608368 705.77131748199463 43.480433106422424 937.97921872138977 2509.6823517084122 951.50157058238983 31.17588746547699 58.005136609077454 42.1829993724823 787.72980356216431 562.47745800018311
leaf_count=1469 168 369 23 465 1129 364 20 28 38 459 248
internal_value=0 0.000128683 0.000388073 -1.65448e-05 -3.79959e-05 -8.88555e-05 0.000153392 -0.000770101 -0.00167677 -0.000155417 -0.000392412
internal_weight=0 1088.31 382.537 8471.69 7533.71 5024.03 1082.87 131.364 73.3589 3941.16 1350.21
internal_count=4780 560 191 4220 3755 2626 450 86 58 2176 707
is_linear=0
shrinkage=0.06


Tree=1172
num_leaves=12
num_cat=0
split_feature=124 53 5 81 60 60 65 75 108 133 75
split_gain=0.00558926 0.0117541 0.0132165 0.0125161 0.0156095 0.0148718 0.0113378 0.0112138 0.0197318 0.0259942 0.0136973
threshold=0.02129978779703379 0.0033348383149132137 0.0053125319536775359 0.011880517937242987 0.0070226341485977182 0.0022272822679951791 0.0035485138650983576 0.023343417793512348 0.0005375427135732026 0.0087224207818508166 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 5 -2 -6 10 9 -9 -1
right_child=1 2 -4 -5 6 -7 -8 8 -10 -11 -12
leaf_value=2.7387602300564402e-06 -3.7389437690794257e-05 0.00026795592187364291 0.0014253985614813675 -0.00093979439102531367 -0.0013723868954165998 0.00066196918465792186 4.9082201683375867e-05 -0.0013840381359515274 0.00044753057699191287 0.00064899082352661789 -0.0002038073187781042
leaf_weight=6578.9740735292435 382.72429871559143 384.66342437267303 39.040117383003235 50.140906691551208 44.496834635734558 153.2049423456192 36.913636922836304 53.471143484115601 395.12252175807953 39.133794784545898 1402.1139889955521
leaf_count=3380 175 201 19 29 32 41 9 32 170 11 681
internal_value=0 0.000127791 0.000374914 -2.9111e-05 4.49957e-05 0.000162621 -0.000728586 -1.64804e-05 0.000262781 -0.00052513 -3.35493e-05
internal_weight=0 1091.18 423.704 667.481 617.34 535.929 81.4105 8468.82 487.727 92.6049 7981.09
internal_count=4780 506 220 286 257 216 41 4274 213 43 4061
is_linear=0
shrinkage=0.06


Tree=1173
num_leaves=12
num_cat=0
split_feature=31 101 36 106 40 19 128 146 138 127 58
split_gain=0.00537875 0.0144159 0.0211384 0.018834 0.0207246 0.02024 0.0175416 0.0149398 0.0127359 0.0178791 0.0180147
threshold=0.010500331409275534 0.00096484774257987748 0.0010918468469753864 0.0072436286136507997 0.0098710241727530974 0.0063990866765379914 0.00080172589514404546 0.0079489401541650313 0.00044738779251929378 0.00017767510871635753 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 -3 -5 -4 9 -2 -11
right_child=1 2 7 6 -6 -7 -8 -9 -10 10 -12
leaf_value=-1.4756209263464456e-05 3.6042498602800511e-05 0.0005711223004875775 4.2093903396931696e-05 0.0003352888698109553 0.00013645756003722879 0.0017713662703907488 -0.0012850040281255691 -0.0012823411428406078 6.8882281763693644e-05 -0.0026248851132064195 -0.00031111459528829671
leaf_weight=8633.4022864103317 50.140906691551208 108.33339810371399 142.74584496021271 85.850787281990051 119.3405100107193 95.012450933456421 33.302367925643921 38.946439981460571 204.08121836185455 26.641894340515137 22.201578617095947
leaf_count=4301 29 41 72 45 59 29 30 27 103 24 20
internal_value=0 0.000137356 0.000302333 0.000526322 0.000764302 0.00113253 -0.000118268 -0.000242353 -0.000202059 -0.00076018 -0.00157596
internal_weight=0 926.597 623.532 441.84 322.686 203.346 119.153 181.692 303.066 98.9844 48.8435
internal_count=4780 479 303 204 129 70 75 99 176 73 44
is_linear=0
shrinkage=0.06


Tree=1174
num_leaves=12
num_cat=0
split_feature=96 68 11 95 80 40 105 49 26 63 56
split_gain=0.00551712 0.0265597 0.0262575 0.0138001 0.0147303 0.0129346 0.0123774 0.00796805 0.00952144 0.0142662 0.0278975
threshold=0.018276390619575981 0.00082683752407319855 0.00057154725072905432 0.00057154725072905432 0.0098710241727530974 0.0084566329605877417 0.0068083447404205808 0.01693275943398476 0.0014881226234138014 0.0095705352723598498 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 5 -5 -4 8 9 -1 -11
right_child=1 3 6 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-1.3580210784473162e-05 0.00014098060100960769 0.0010663514131928351 -0.0024563519423177523 -0.00097504645290528774 0.00082195976544682434 0.00022221630581184787 -0.00055403291273441234 0.00055351229768923506 0.00021485144947993746 -0.00061611540477709138 0.00046204642377800891
leaf_weight=7919.8604164123535 79.377668499946594 99.359089255332947 27.751973271369934 45.513236165046692 95.106128334999084 112.77371382713318 22.201578617095947 89.181024074554443 599.56439983844757 355.23930776119232 114.0711475610733
leaf_count=3925 23 41 25 41 21 45 20 48 338 223 30
internal_value=0 0.000197759 -0.000537469 0.000467395 0.000232207 -0.000122438 -0.00161367 -1.05172e-05 -1.61193e-05 -3.26289e-05 -0.000354014
internal_weight=0 482.083 129.331 352.752 253.393 158.287 49.9536 9077.92 8988.74 8389.17 469.31
internal_count=4780 216 68 148 107 86 45 4564 4516 4178 253
is_linear=0
shrinkage=0.06


Tree=1175
num_leaves=12
num_cat=0
split_feature=9 148 32 50 116 42 148 145 27 142 91
split_gain=0.00567792 0.00960183 0.0107144 0.0137411 0.0128802 0.0109114 0.00914198 0.0103553 0.016515 0.0150657 0.00883571
threshold=0.0020932231564074759 0.027182282879948619 0.0017376682371832433 0.0020292587578296666 0.0034400182776153092 0.0011261500185355546 0.010180860292166473 0.0035485138650983576 0.00017767510871635753 0.0056525857653468856 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 7 8 -2 -10 -9
right_child=1 -3 3 4 -6 -7 -8 10 9 -11 -12
leaf_value=-1.5592470734397797e-05 0.00075311397057941103 0.00049446534950770167 -0.0010748920709276303 -0.0014056441126837692 0.00024689510835277512 -0.00014227447615372258 0.00059040564472473964 0.0010226610321711093 -0.00018505601613944152 -0.0018708890277060618 -2.5681954113355004e-05
leaf_weight=8585.3878601789474 31.269564867019653 211.85177087783813 54.487545013427734 36.632604718208313 198.71817851066589 74.656320571899414 167.44861364364624 48.014426231384277 46.716992497444153 32.192288994789124 72.623517513275146
leaf_count=4282 12 110 41 33 82 43 70 19 34 29 25
internal_value=0 0.00013722 3.79456e-05 -0.000197088 -4.25068e-05 -0.000559022 0.000253045 8.15389e-06 -0.000412175 -0.000874316 0.000392065
internal_weight=0 974.612 762.76 364.495 310.007 111.289 398.265 230.817 110.179 78.9093 120.638
internal_count=4780 498 388 199 158 76 189 119 75 63 44
is_linear=0
shrinkage=0.06


Tree=1176
num_leaves=12
num_cat=0
split_feature=51 50 8 89 36 38 36 59 36 145 82
split_gain=0.00568584 0.0089736 0.00847986 0.0105427 0.00577223 0.0167662 0.0232683 0.0257557 0.0177193 0.0312181 0.0176579
threshold=0.045367386192083366 0.018276390619575981 0.0060143163427710542 0.00038414125447161501 0.0023699469165876512 0.0030382014811038975 0.0026833302108570938 0.0026833302108570938 0.013439828064292671 0.0026833302108570938 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 7 -6 9 -7 -11
right_child=1 -3 -4 -5 5 8 -8 -9 -10 10 -12
leaf_value=-2.9615171194876011e-05 -0.0011495484406070101 0.0012383466111633133 0.00073800437314986409 0.00047086044669189146 6.7869881022925171e-05 -0.00021616370310267302 8.0078289902963859e-05 0.0014820322895033086 0.00032164897349583918 -0.0029643295111599815 -0.00069196474796598547
leaf_weight=7463.669503569603 29.972131133079529 33.396045327186584 43.386755704879761 27.751973271369934 90.478457808494568 142.74584496021271 1485.4776360988617 95.012450933456421 98.155332922935486 27.751973271369934 22.201578617095947
leaf_count=3797 27 22 31 25 33 72 651 29 48 25 20
internal_value=0 0.000387188 0.000105112 -0.000371039 -5.54233e-06 8.60386e-05 0.000159221 0.000792643 -0.000334309 -0.000668428 -0.00195779
internal_weight=0 134.507 101.111 57.7241 9425.49 1961.82 1670.97 185.491 290.855 192.699 49.9536
internal_count=4780 105 83 52 4675 878 713 62 165 117 45
is_linear=0
shrinkage=0.06


Tree=1177
num_leaves=12
num_cat=0
split_feature=19 45 143 9 9 32 63 46 82 107 102
split_gain=0.00552045 0.0176144 0.0345086 0.0100526 0.00707137 0.0120928 0.0105424 0.0177172 0.0170318 0.014525 0.0133351
threshold=0.086341444402933135 0.0026833302108570938 0.00899649551138282 0.00040826165059115743 0.0016846025246195497 0.00017767510871635753 0.0014881226234138014 0.0081988852471113222 0.0012357163941487672 0.0031340263085439806 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 -6 -7 8 9 -8 -10
right_child=1 2 -4 -5 5 6 7 -9 10 -11 -12
leaf_value=-2.8645388288853819e-05 0.0011259085604925004 -0.0015378913890258224 0.0011079790200230111 0.00022729237748283457 0.00066244617858372227 0.00044484416160112285 -0.0014564498717306684 0.00016957512147987338 0.00067823301380305027 -0.00031615807691647604 -0.00038793439299541875
leaf_weight=8010.6995339393616 73.827273845672607 45.513236165046692 28.955729603767395 113.97747015953064 133.86521351337433 209.7252904176712 71.138728976249695 603.92508804798126 70.216004848480225 92.511260867118835 105.64485323429108
leaf_count=4023 18 41 18 38 64 100 56 253 39 51 79
internal_value=0 0.000271404 -0.000508993 0.000580955 -7.67141e-06 0.000122867 6.01774e-05 -2.53718e-05 -0.000372093 -0.00081243 3.7898e-05
internal_weight=0 262.274 74.469 187.805 9297.73 1287.03 1153.16 943.436 339.511 163.65 175.861
internal_count=4780 115 59 56 4665 642 578 478 225 107 118
is_linear=0
shrinkage=0.06


Tree=1178
num_leaves=12
num_cat=0
split_feature=99 107 150 52 132 20 52 46 107 50 58
split_gain=0.00546207 0.0074429 0.00815596 0.00810375 0.0102582 0.00621263 0.0113941 0.0240914 0.0364234 0.0530472 0.0374522
threshold=0.034632634371519096 0.0019071503775194289 0.00068727668258361529 0.0013146653072908523 0.00090704852482303988 0.0042751494329422721 0.0079489401541650313 0.00244467705488205 0.010829726699739696 0.0063990866765379914 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 6 -1 8 9 10 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=9.6099860286844535e-06 -0.0012077774577565193 0.0010467730350564807 0.00023849228038215291 0.00014683531623197791 0.00020577597331641171 0.00010543853887347227 0.00081817215065625878 -4.0609778301402863e-05 0.00011864970795916119 -0.0024664665753735518 -0.00099827127466545315
leaf_weight=5685.7727216482162 41.072920441627502 55.691301345825195 231.64583683013916 227.67390811443329 33.489722728729248 1380.4604249000549 55.878656148910522 1450.6108521223068 180.86323821544647 65.494656920433044 151.3454442024231
leaf_count=2923 37 34 144 100 14 710 18 563 74 59 104
internal_value=0 0.000176877 0.000395462 -3.09937e-05 -0.000573456 -1.16389e-05 -3.2934e-05 -0.000159961 -0.000541567 -0.000979297 -0.000508303
internal_weight=0 589.574 287.337 302.237 74.5626 8970.43 7589.97 1904.19 453.582 272.719 207.224
internal_count=4780 329 178 151 51 4451 3741 818 255 181 122
is_linear=0
shrinkage=0.06


Tree=1179
num_leaves=12
num_cat=0
split_feature=147 129 106 142 14 46 21 144 84 110 123
split_gain=0.00522655 0.0252271 0.0155924 0.00969313 0.0182788 0.0198473 0.015599 0.015539 0.0197707 0.0149993 0.0233284
threshold=0.037906534969806678 0.00040826165059115743 0.00017767510871635753 0.0056525857653468856 0.00062670491752214741 0.0070226341485977182 0.00099512818269431613 0.0027679565828293566 0.00070876078098081063 0.00057154725072905432 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 7 -3 -6 9 10 -9
right_child=1 3 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-1.5671215201381552e-05 0.002004161181606835 -0.0018279504842151251 0.0004637018213315277 -0.00029518946035208513 0.00062424392570850737 0.00072545817131968642 0.00016342677876707957 -0.0027388746681300982 9.9995997609581702e-05 -7.9132736860967074e-05 -0.00025243342392852042
leaf_weight=8500.914134144783 36.913636922836304 29.972131133079529 65.775689125061035 245.62252581119537 111.66363489627838 202.23577010631561 26.7355717420578 28.862052202224731 242.10493421554565 43.574110507965088 25.625492811203003
leaf_count=4311 9 27 35 100 44 69 16 26 113 15 15
internal_value=0 0.000125671 0.00101886 2.96714e-05 0.000141959 0.000231593 -0.000890455 1.04305e-05 -0.000191185 -0.000909453 -0.00157211
internal_weight=0 1059.09 102.689 956.396 710.774 654.066 56.7077 451.83 340.167 98.0617 54.4875
internal_count=4780 469 44 425 325 282 43 213 169 56 41
is_linear=0
shrinkage=0.06


Tree=1180
num_leaves=12
num_cat=0
split_feature=116 142 65 145 102 23 115 141 46 36 59
split_gain=0.00540243 0.0114318 0.0118618 0.0180167 0.0149949 0.0222121 0.0118875 0.0115768 0.0102486 0.0137029 0.010226
threshold=0.012636432424187662 0.036783467978239066 0.00043393640953581786 0.0016331639490090313 0.00073092587990686308 0.030689206905663017 0.00068727668258361529 0.0030382014811038975 0.0020292587578296666 0.00042089859198313212 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 7 -6 -7 -2 -5 -10 -4
right_child=1 -3 3 8 5 6 -8 -9 9 -11 -12
leaf_value=-1.762688230118726e-05 -0.0012206633234494138 -0.00059222641480310165 0.0001386153620488729 0.00019395970091105706 0.0001930670024572341 0.00045059918220993089 0.0014622499764916151 0.00033589159602717537 -0.0013872211682281195 -0.00029196840493652098 0.001106445617820266
leaf_weight=8294.8937901258469 36.632604718208313 77.063833236694336 237.66461849212646 80.300392627716064 383.92805504798889 74.843675374984741 95.012450933456421 32.285966396331787 57.724104404449463 142.65216755867004 46.998024702072144
leaf_count=4182 33 29 109 40 168 27 29 21 52 80 10
internal_value=0 0.000115477 0.000161429 -3.75465e-05 0.000342052 0.000445925 0.00101701 -0.000492041 -0.000378591 -0.000608022 0.000298737
internal_weight=0 1265.11 1188.04 565.339 622.703 553.784 169.856 68.9186 280.677 200.376 284.663
internal_count=4780 598 569 291 278 224 56 54 172 132 119
is_linear=0
shrinkage=0.06


Tree=1181
num_leaves=12
num_cat=0
split_feature=81 106 105 9 110 137 83 0 101 102 80
split_gain=0.00540749 0.0180414 0.0198111 0.0212179 0.022344 0.0212959 0.0204038 0.0374254 0.0530469 0.0551563 0.0227981
threshold=0.010180860292166473 0.032603342086076743 0.0068083447404205808 0.00096484774257987748 0.00039601318712811922 0.0014881226234138014 0.018276390619575981 0.011519505176693203 0.028020657598972324 0.010829726699739696 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 -2 8 9 10 -8
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=2.4799751107180868e-05 -0.0001172681055859348 0.00078687341290008337 -0.0013039636819284362 -0.00029399519083363407 0.00059814159036301374 0.00047214680866875945 -0.001996614363832657 -6.6096847998561045e-05 0.00070962866526171411 0.00021475994110288881 -0.0040230719321812788
leaf_weight=7340.8910294771194 1070.4673709869385 82.707905292510986 49.030827760696411 259.86619710922241 365.71245503425598 48.014426231384277 61.054341197013855 184.0997976064682 35.803557991981506 32.379643797874451 29.972131133079529
leaf_count=3840 455 26 28 129 95 19 55 85 8 13 27
internal_value=0 -8.20826e-05 -0.000115758 0.000139792 0.000383401 -0.000425628 -0.000246379 -0.000648804 -0.00132214 -0.00191172 -0.00266755
internal_weight=0 2219.11 2136.4 722.624 462.758 97.0453 1413.78 343.309 159.21 123.406 91.0265
internal_count=4780 940 914 271 142 47 643 188 103 95 82
is_linear=0
shrinkage=0.06


Tree=1182
num_leaves=12
num_cat=0
split_feature=69 25 43 29 28 27 98 86 117 76 32
split_gain=0.00532962 0.0104183 0.00615344 0.0237861 0.0265495 0.0161985 0.0153606 0.00900027 0.014212 0.00917676 0.00895334
threshold=0.04673989117145539 0.00090704852482303988 0.024810968898236755 0.015675474889576439 0.0015833032084628942 0.001792412775103003 0.049604203552007682 0.00037263428384903824 0.010829726699739696 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 7 -7 8 10 -9 -4
right_child=1 -3 3 4 -6 6 -8 9 -10 -11 -12
leaf_value=-1.7500785835819213e-05 -0.00013244476314872223 0.00092243866156135196 0.00090109414816761985 -0.0015810416174370102 0.00043580547448450685 -0.001195394532005018 0.00055723962874923416 0.00011515592114627381 -0.000309804239441623 0.0011943115743341605 -0.00016003999956905622
leaf_weight=8870.2378581762314 70.122327446937561 64.759287595748901 118.04307627677917 52.26738715171814 42.557708978652954 42.1829993724823 31.269564867019653 39.040117383003235 87.883590340614319 103.8930823802948 37.74268364906311
leaf_count=4385 47 26 74 39 6 38 12 19 63 37 34
internal_value=0 0.000374333 -5.37447e-06 0.000188443 -0.000676371 0.000366804 -0.000449536 0.000521981 0.000300054 0.000899843 0.000644072
internal_weight=0 134.882 9425.12 554.88 94.8251 460.055 73.4526 386.603 243.669 142.933 155.786
internal_count=4780 73 4707 322 45 277 50 227 171 56 108
is_linear=0
shrinkage=0.06


Tree=1183
num_leaves=12
num_cat=0
split_feature=95 34 27 78 21 59 40 15 70 80 65
split_gain=0.00551491 0.0158125 0.0152429 0.0102398 0.0110158 0.0146682 0.01139 0.00758077 0.00787022 0.014417 0.00744658
threshold=0.020658296532928947 0.013032016810029747 0.0010585968848317864 0.048151826485991485 0.00066645268816500913 0.011169348377734424 0.0017376682371832433 0.016668972559273246 0.0048403022810816774 0.0022272822679951791 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 6 7 -2 8 9 -6 -1
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=3.9750373148727009e-05 -0.00030660998981196764 0.0012247547856828584 0.00010611053676116136 -0.0010459685210170518 1.8470981883386305e-05 -0.0011828327791178473 0.00071212796662290532 0.00061799288042405488 0.00023427609177330774 -0.0019388644505851445 -6.9888492480787344e-05
leaf_weight=4732.9877672195435 56.801380276679993 86.038142085075378 89.368378877639771 32.285966396331787 34.506124258041382 45.606913566589355 129.33122038841248 53.564820885658264 60.225294470787048 22.201578617095947 4217.0820965766907
leaf_count=2477 35 29 32 21 23 33 68 24 30 20 1988
internal_value=0 0.000174541 0.000655199 -1.95953e-05 6.30271e-05 -0.000228334 0.000401246 2.7531e-05 -0.000243246 -0.000749908 -1.19093e-05
internal_weight=0 609.93 175.407 434.523 402.237 216.105 186.133 170.498 116.933 56.7077 8950.07
internal_count=4780 315 61 254 233 130 103 97 73 43 4465
is_linear=0
shrinkage=0.06


Tree=1184
num_leaves=12
num_cat=0
split_feature=34 105 105 46 87 135 31 141 108 83 79
split_gain=0.0052015 0.0244948 0.0188086 0.0141554 0.0141209 0.0319912 0.0295087 0.0273649 0.042174 0.0169764 0.0225195
threshold=0.00077738583786413084 0.0092791137285530585 0.0041444667149335155 0.21471316367387774 0.00043393640953581786 0.0037758676335215573 0.00070876078098081063 0.0034400182776153092 0.0011615398107096555 0.020658296532928947 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 7 8 -6 10 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00051842200981685679 -1.9000375569359721e-05 -0.0012312551383761073 0.0007707327965781564 0.00074668939474750653 -0.0035897534492296771 0.00096990980412700177 0.00029935607914246138 2.5819130070073559e-05 -0.00086128597732004449 0.00058109617816713677 0.00020484030107978125
leaf_weight=225.81440997123718 8073.8803555965424 47.82707142829895 155.4251002073288 102.87668085098267 32.192288994789124 49.124505162239075 64.759287595748901 40.150196313858032 55.597623944282532 218.88695406913757 493.46520948410034
leaf_count=163 4088 35 43 28 29 20 26 20 42 84 202
internal_value=0 0.000103141 0.000147596 7.20461e-05 1.31695e-05 -0.000395556 -0.000743974 -0.0012719 -0.00186475 0.000118554 -2.2265e-05
internal_weight=0 1486.12 1438.29 1282.87 1179.99 241.824 192.699 127.94 87.7899 938.167 719.28
internal_count=4780 692 657 614 586 137 117 91 71 449 365
is_linear=0
shrinkage=0.06


Tree=1185
num_leaves=12
num_cat=0
split_feature=112 145 124 12 72 113 79 145 70 92 1
split_gain=0.00552334 0.00820692 0.00589261 0.020002 0.0211727 0.0362055 0.019582 0.0193964 0.0351338 0.031573 0.0263041
threshold=0.015923793427646164 0.00044738779251929378 0.00073092587990686308 0.00040826165059115743 0.00017767510871635753 0.00017767510871635753 0.00055427959887310873 0.00044738779251929378 0.00017767510871635753 0.021960759535431865 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 5 6 -5 8 9 10 -1
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00024898793809661151 -0.00031181050102024703 0.00050327985657256627 0.00042508067563746767 -0.0029780150991094321 1.9799586328929793e-05 7.3207211682786648e-05 -0.00086490766927054994 -0.00014297967871428703 -0.00019804146598213727 0.0014857644205188503 0.00086747904063220311
leaf_weight=161.71086418628693 60.131617069244385 170.02943122386932 428.23753488063812 27.751973271369934 5131.6419304609299 92.604938268661499 36.726282119750977 2784.6072169542313 419.45058083534241 103.98675978183746 143.12055456638336
leaf_count=81 38 137 216 25 2537 43 25 1409 200 29 40
internal_value=0 0.000290287 -7.17781e-06 3.07284e-05 -1.21046e-06 -0.000687149 -0.00177761 -6.71592e-05 0.000187733 0.000583491 0.000275314
internal_weight=0 230.161 9329.84 5716.96 5288.73 157.083 64.4783 3612.88 828.269 408.818 304.831
internal_count=4780 175 4605 2846 2630 93 50 1759 350 150 121
is_linear=0
shrinkage=0.06


Tree=1186
num_leaves=12
num_cat=0
split_feature=67 3 52 106 63 114 108 61 77 10 115
split_gain=0.00526666 0.01121 0.0150393 0.0331553 0.0115149 0.0176905 0.0346165 0.0103375 0.00732657 0.0264908 0.0310777
threshold=0.0044099434744566688 0.00050559637020342063 0.0042751494329422721 0.0019071503775194289 0.0030382014811038975 0.0092791137285530585 0.0022975050378590827 0.0005375427135732026 0.020035739988088611 0.00068727668258361529 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 -4 5 6 -3 -7 -1 -10 -11
right_child=1 2 3 -5 -6 7 -8 -9 9 10 -12
leaf_value=-3.2316291731379763e-05 0.00064025568873801709 -0.0017833434247508935 -0.0018814497286751912 0.00028328501169567051 0.00053640950548724435 0.00078462515492757094 0.0001843123469832567 -5.4052747740470084e-05 -0.00030659866604113186 0.00054710330347733805 -0.00065653121226666986
leaf_weight=7835.8269776105881 137.57015991210938 52.173709750175476 43.386755704879761 61.429050803184509 197.79545438289642 91.682214140892029 83.72430682182312 124.89090466499329 310.66284561157227 530.56620121002197 90.291103005409241
leaf_count=4108 35 47 31 23 65 26 35 64 102 195 49
internal_value=0 0.000148086 4.46464e-05 -0.00061371 0.00017014 -3.54924e-05 -0.000571862 0.000301184 -1.34045e-05 0.000145666 0.000371982
internal_weight=0 792.653 655.082 104.816 550.267 352.471 135.898 216.573 8767.35 931.52 620.857
internal_count=4780 326 291 54 237 172 82 90 4454 346 244
is_linear=0
shrinkage=0.06


Tree=1187
num_leaves=12
num_cat=0
split_feature=99 34 81 52 105 69 105 61 78 131 21
split_gain=0.00558502 0.00712809 0.00989068 0.0139636 0.0131216 0.012152 0.0171197 0.0241597 0.0112226 0.012341 0.0190894
threshold=0.023343417793512348 0.02636832278221846 0.010180860292166473 0.0079489401541650313 0.00099512818269431613 0.0054799309000372895 0.0028552538715302949 0.016668972559273246 0.023343417793512348 0.011880517937242987 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 6 7 -4 9 -3 -11
right_child=-2 2 5 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-3.2365299506407176e-05 0.00015604025005942768 0.00037089876186155294 -0.0018942011290370164 0.00033487228004812255 -0.0011377395759169227 0.00029508116513305197 1.8346761326047371e-05 0.0002309396137910991 -0.00053588308128014127 0.0023089160237849721 0.00036131367778342627
leaf_weight=7842.061213850975 759.88415288925171 371.2487998008728 49.953551888465881 43.574110507965088 43.386755704879761 165.50948798656464 139.60296297073364 31.269564867019653 40.056518912315369 32.379643797874451 41.072920441627502
leaf_count=3863 442 197 45 15 31 44 53 12 28 13 37
internal_value=0 -1.34904e-05 0.000140996 0.00029945 -0.00040031 -9.35102e-05 -0.000384762 -0.00107678 0.000425037 0.000511693 0.00122184
internal_weight=0 8800.12 958.054 571.719 86.9609 386.336 220.826 81.2231 484.758 444.701 73.4526
internal_count=4780 4338 475 321 46 154 110 57 275 247 50
is_linear=0
shrinkage=0.06


Tree=1188
num_leaves=12
num_cat=0
split_feature=31 147 30 3 91 88 109 52 71 51 51
split_gain=0.00523489 0.0163476 0.0275764 0.047386 0.039745 0.0740219 0.0315273 0.027988 0.0550528 0.0311385 0.0368109
threshold=0.00093549740267917525 0.037906534969806678 0.0026833302108570938 0.0027679565828293566 0.0014427106943912806 0.00055427959887310873 0.00747153488919139 0.0079489401541650313 0.001792412775103003 0.0022975050378590827 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 9 -9 10 -5
right_child=-2 -3 3 7 6 -7 -8 8 -10 -11 -12
leaf_value=-7.3509237014352874e-06 6.3284361882358416e-05 0.00024326608637205213 -1.1033872858171537e-05 -0.00090868056350656892 -0.0014197501437720917 -0.0030832330820443447 0.00036504846753193285 0.00046609353398438584 -0.0027895438794793559 -0.000466257921004127 0.00073384666012720509
leaf_weight=4804.515255689621 3152.5257799625397 696.4363489151001 46.810669898986816 60.037939667701721 61.241696000099182 71.045051574707031 84.928063154220581 36.913636922836304 37.74268364906311 239.60374414920807 268.19881403446198
leaf_count=2404 1603 304 26 46 39 64 28 9 34 135 88
internal_value=0 -3.11555e-05 -6.46237e-05 -0.000368132 -0.00104467 -0.00186404 -0.0003832 -8.9997e-05 -0.00118133 5.3668e-05 0.000433226
internal_weight=0 6407.47 5711.04 906.522 264.025 117.856 146.17 642.497 74.6563 567.84 328.237
internal_count=4780 3177 2873 469 157 90 67 312 43 269 134
is_linear=0
shrinkage=0.06


Tree=1189
num_leaves=12
num_cat=0
split_feature=63 15 12 81 141 107 144 38 45 9 125
split_gain=0.00520664 0.0119304 0.0138044 0.0124493 0.0242916 0.0272541 0.029449 0.0240303 0.0337043 0.0227613 0.0278182
threshold=0.00042089859198313212 0.099488973617553725 0.00017767510871635753 0.004017772153019906 0.0056525857653468856 0.0005893622583243997 0.0011261500185355546 0.0013986918493174019 0.0051502294372767219 0.0005375427135732026 0.027182282879948619
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 7 -6 -7 8 -5 10 -1
right_child=-2 2 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=8.5275114318168063e-05 -2.2429593557080824e-05 6.2195823121714109e-05 0.0015681361426616994 -0.0022711460013412851 0.00094244179618904267 -0.0019247978870380615 0.00061306852736026779 0.00020473537023179585 -7.7486074869561678e-05 0.00072250780352764909 -0.001476685288957878
leaf_weight=1309.0406637191772 7610.1343448162079 46.623315095901489 41.26027524471283 59.944262266159058 87.241898417472839 33.302367925643921 32.379643797874451 54.674899816513062 43.480433106422424 199.64090263843536 42.276676774024963
leaf_count=678 3743 42 21 54 22 30 13 25 23 99 30
internal_value=0 8.74586e-05 0.000770195 5.51945e-05 -0.000291195 0.000247897 -0.000674661 -0.000812466 -0.00134988 0.000124673 3.63027e-05
internal_weight=0 1949.87 87.8836 1861.98 311.024 152.924 65.682 158.1 103.425 1550.96 1351.32
internal_count=4780 1037 63 974 167 65 43 102 77 807 708
is_linear=0
shrinkage=0.06


Tree=1190
num_leaves=12
num_cat=0
split_feature=20 117 8 31 112 146 100 129 35 13 102
split_gain=0.00550176 0.00911218 0.0161667 0.0137152 0.0110694 0.0107273 0.0294397 0.00924468 0.0113884 0.00852661 0.0084862
threshold=0.0042751494329422721 0.0042751494329422721 0.014293605927377941 0.00070876078098081063 0.00057154725072905432 0.0028552538715302949 0.0016331639490090313 0.0044099434744566688 0.0042751494329422721 0.00077738583786413084 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 6 -2 8 -5 -9 -3
right_child=1 10 -4 4 -6 -7 -8 9 -10 -11 -12
leaf_value=-1.9101970457388903e-05 -0.0017252477376894181 9.9837040215786349e-05 -0.00077152100511959025 0.00018691199433909197 0.001313847028085415 0.00040198218240530028 0.00052441306113506429 0.00050778662021846966 0.0015912627605862214 -0.00053959062989745901 -0.00032331636157134804
leaf_weight=8130.5084309577942 37.74268364906311 674.97013962268829 45.606913566589355 38.852762579917908 73.733596444129944 119.52786481380463 46.810669898986816 74.749997973442078 44.684189438819885 44.590512037277222 228.2219226360321
leaf_count=4042 34 317 33 35 26 43 26 35 16 24 149
internal_value=0 0.000108533 0.000306954 0.000409416 0.000684626 3.62464e-05 -0.000480636 0.000455407 0.000939108 0.000116319 -7.11089e-06
internal_weight=0 1429.49 526.299 480.692 276.611 204.081 84.5534 202.877 83.537 119.341 903.192
internal_count=4780 738 272 239 136 103 60 110 51 59 466
is_linear=0
shrinkage=0.06


Tree=1191
num_leaves=12
num_cat=0
split_feature=108 58 144 77 146 97 23 40 51 33 149
split_gain=0.00533603 0.0131458 0.00981062 0.0162288 0.0181874 0.0132762 0.0101972 0.0118152 0.00996325 0.00980941 0.010964
threshold=0.021960759535431865 0.044033329933881767 0.0011261500185355546 0.0026833302108570938 0.0032328735105693345 0.00038414125447161501 0.010180860292166473 0.0017376682371832433 0.0020932231564074759 0.00093549740267917525 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 8 9 -8 -6 -4 -11
right_child=1 -3 6 4 5 -7 7 -9 -10 10 -12
leaf_value=-1.4756174289661016e-05 0.00010078321318446853 0.0010192507250024727 -0.00071471803295406464 0.00021697917466160976 -0.0026988053131375084 -0.00015390713900014828 9.1545208770821694e-05 0.0010970559803678945 -0.00099915433452702992 0.00066789557029077126 -0.00053216707457225988
leaf_weight=8627.0228450298309 405.56756925582886 56.895057678222656 48.937150359153748 49.124505162239075 24.421736478805542 25.625492811203003 74.843675374984741 96.028852462768555 25.531815409660339 85.850787281990051 40.150196313858032
leaf_count=4271 236 27 36 20 22 15 27 38 23 45 20
internal_value=0 0.000136287 7.88356e-05 -8.33071e-05 -0.000681617 -0.0012652 0.00032742 0.000656945 -0.00183383 5.36218e-06 0.000285377
internal_weight=0 932.977 876.082 530.271 124.704 75.579 345.811 170.873 49.9536 174.938 126.001
internal_count=4780 509 482 316 80 60 166 65 45 101 65
is_linear=0
shrinkage=0.06


Tree=1192
num_leaves=12
num_cat=0
split_feature=9 52 58 19 108 31 19 105 81 24 101
split_gain=0.00533197 0.00928572 0.0189709 0.0104768 0.0108978 0.0107387 0.00788218 0.0151498 0.00915733 0.0195239 0.0337396
threshold=0.0020932231564074759 0.00899649551138282 0.0015349716995842757 0.0046923852059990176 0.00093549740267917525 0.0056525857653468856 0.086341444402933135 0.0019672545604407792 0.013860232196748258 0.0035485138650983576 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 -2 -5 8 -8 -1 10 -10
right_child=1 2 -4 5 -6 -7 7 -9 9 -11 -12
leaf_value=7.1903994191219856e-08 -0.00012619640325335554 -0.0012568583497259737 5.6707839900714351e-05 -8.0282153072584178e-05 0.00078372687502129121 0.00075675117766391749 -0.0006322451603691737 0.00057716092620308619 -0.00012274718528807908 2.5100068881210373e-06 -0.001283355473860067
leaf_weight=7234.6044843196869 62.539129734039307 45.700590968132019 291.41679418087006 312.96263098716736 195.10690951347351 66.885768055915833 46.716992497444153 183.27075088024139 263.47746610641479 720.31007087230682 137.00809550285339
leaf_count=3720 24 25 117 193 103 36 34 60 108 277 83
internal_value=0 0.000132971 -0.000121683 0.000267635 0.000562895 6.72676e-05 -1.51126e-05 0.000331328 -2.46524e-05 -0.000184231 -0.000520018
internal_weight=0 974.612 337.117 637.494 257.646 379.848 8585.39 229.988 8355.4 1120.8 400.486
internal_count=4780 498 142 356 127 229 4282 94 4188 468 191
is_linear=0
shrinkage=0.06


Tree=1193
num_leaves=12
num_cat=0
split_feature=20 117 9 76 107 60 11 92 91 129 45
split_gain=0.00487239 0.00811198 0.0125921 0.0206635 0.0245914 0.0230873 0.0127924 0.0101475 0.00875685 0.0124317 0.0173151
threshold=0.0042751494329422721 0.0042751494329422721 0.00068727668258361529 0.00038414125447161501 0.0010263677686452868 0.00073092587990686308 0.0010263677686452868 0.00043393640953581786 0.00066645268816500913 0.007706565549597145 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -5 -3 -10 -11
right_child=1 8 -4 7 5 -7 -8 -9 9 10 -12
leaf_value=-1.7975718094672931e-05 -0.00048053506978486076 0.00045920116746950355 0.00075467789044147808 -0.00026346863361376285 -0.00024919578879743814 -0.0025168152088882313 0.00064030079760571575 0.00086922747460984706 1.7339100916564064e-05 4.8663108294707889e-05 -0.001433371004913589
leaf_weight=8130.5084309577942 65.682011723518372 124.89090466499329 149.68735074996948 36.726282119750977 36.632604718208313 28.862052202224731 82.707905292510986 126.00098359584808 664.69839704036713 59.208892941474915 54.393867611885071
leaf_count=4042 43 64 54 25 33 26 26 65 332 21 49
internal_value=0 0.000102137 0.000289352 0.000104254 -0.000283358 -0.0012508 0.000144194 0.000613582 -6.97537e-06 -8.18303e-05 -0.000661583
internal_weight=0 1429.49 526.299 376.612 213.885 65.4947 148.39 162.727 903.192 778.301 113.603
internal_count=4780 738 272 218 128 59 69 90 466 402 70
is_linear=0
shrinkage=0.06


Tree=1194
num_leaves=12
num_cat=0
split_feature=67 3 26 85 146 144 122 47 101 81 102
split_gain=0.00496719 0.00989068 0.0110144 0.0193692 0.019663 0.0125249 0.0187945 0.00972547 0.0086887 0.00833402 0.00802714
threshold=0.0044099434744566688 0.00017767510871635753 0.00017767510871635753 0.0010585968848317864 0.013439828064292671 0.0038949446752667431 0.00017767510871635753 0.0005375427135732026 0.00017767510871635753 0.0058306583669036635 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 9 -5 7 -7 -9 -3 -1
right_child=1 2 -4 5 -6 6 -8 8 -10 -11 -12
leaf_value=7.8512627392321942e-05 0.0007027544123189369 -0.00092459203088024412 0.00056215688514310569 0.00048713530469437219 -1.1692342615997443e-05 0.00067867724359163193 -0.0011855565722146699 -0.00068665714171405859 0.00020137747677527904 -0.0025732598960551442 -4.9028761344001019e-05
leaf_weight=2475.2558549642563 99.546444058418274 22.201578617095947 129.5185751914978 186.69466507434845 49.124505162239075 69.293280720710754 51.157308220863342 67.99584698677063 94.918773531913757 22.201578617095947 6292.0912724733353
leaf_count=1195 25 20 52 55 20 22 38 37 37 20 3259
internal_value=0 0.000143812 6.34449e-05 -5.12439e-05 -0.000839316 0.000105704 -0.000145685 8.38189e-05 -0.000169456 -0.00175286 -1.30199e-05
internal_weight=0 792.653 693.106 563.588 93.5277 470.06 283.365 232.208 162.915 44.4032 8767.35
internal_count=4780 326 301 249 60 189 134 96 74 40 4454
is_linear=0
shrinkage=0.06


Tree=1195
num_leaves=12
num_cat=0
split_feature=51 8 20 110 34 20 46 59 7 27 146
split_gain=0.0051854 0.0058069 0.0093476 0.00798274 0.00548711 0.0073636 0.0109314 0.0129318 0.0120057 0.0102141 0.00923259
threshold=0.045367386192083366 0.0060143163427710542 0.00090704852482303988 0.00050559637020342063 0.02636832278221846 0.00080172589514404546 0.00046126570669002836 0.0012357163941487672 0.0013986918493174019 0.00017767510871635753 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 9 8 -8 -6 -7
right_child=1 -3 -4 -5 5 10 7 -9 -10 -11 -12
leaf_value=-2.1112246104349933e-05 -0.00097876887830479898 0.00088119309038366426 0.0010532670299834353 0.0004065233208113477 0.0011363964771920487 0.00061988172062534333 -0.001758689512538667 -5.8111428150179054e-05 -2.2134889609632381e-05 3.4407080582041132e-05 9.7507314254976791e-05
leaf_weight=8420.5341140031815 32.192288994789124 50.047229290008545 24.421736478805542 27.845650672912598 45.700590968132019 186.3199554681778 34.412446856498718 273.09346687793732 24.515413880348206 89.368378877639771 351.54841125011444
leaf_count=4182 29 37 22 17 25 87 31 149 14 32 155
internal_value=0 0.000369752 6.60103e-05 -0.000336661 -5.29655e-06 0.000127212 -4.70712e-05 -0.000232196 -0.0010375 0.00040783 0.000278542
internal_weight=0 134.507 84.4597 60.0379 9425.49 1004.96 467.09 332.021 58.9279 135.069 537.868
internal_count=4780 105 68 46 4675 493 251 194 45 57 242
is_linear=0
shrinkage=0.06


Tree=1196
num_leaves=12
num_cat=0
split_feature=112 4 83 140 99 132 29 46 147 1 0
split_gain=0.00530642 0.00663199 0.0222628 0.0269736 0.0273685 0.0256836 0.0292637 0.0231849 0.0187557 0.0352175 0.0351618
threshold=0.0079489401541650313 0.0005375427135732026 0.0081988852471113222 0.0060143163427710542 0.0013146653072908523 0.0030382014811038975 0.00082683752407319855 0.0033348383149132137 0.0013146653072908523 0.0027679565828293566 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -6 10 -10 -5
right_child=-2 -3 3 8 7 -7 -8 -9 9 -11 -12
leaf_value=-7.5958697407115138e-05 0.00020806277475392187 -4.6835928580848669e-05 -0.0018586444746508002 -0.00026227332129247335 0.0014909876656859944 0.001359974984425613 0.00014364100957216347 0.00035678202665248619 3.171941030614406e-06 -0.0014611404838821248 0.00082113822145238628
leaf_weight=1823.4100180864334 421.65668880939484 5971.9482531547546 31.082210063934326 204.8165876865387 153.11126494407654 49.124505162239075 166.98022663593292 112.68003642559052 325.45453143119812 72.155130505561829 227.58023071289062
leaf_count=915 299 2817 28 136 49 20 110 53 180 65 108
internal_value=0 -9.61721e-06 6.05781e-05 0.00024595 0.000587944 0.000133396 -0.00017136 0.00101047 3.45384e-05 -0.000262861 0.000308009
internal_weight=0 9138.34 3166.39 1342.98 512.978 247.187 198.062 265.791 830.006 397.61 432.397
internal_count=4780 4481 1664 749 260 158 138 102 489 245 244
is_linear=0
shrinkage=0.06


Tree=1197
num_leaves=12
num_cat=0
split_feature=146 99 101 91 142 115 28 65 23 141 24
split_gain=0.00516199 0.00790952 0.0295726 0.0180593 0.0595081 0.0551113 0.0332623 0.0305935 0.0293471 0.0378085 0.0280789
threshold=0.0010263677686452868 0.0011615398107096555 0.14610802382230761 0.00040826165059115743 0.013439828064292671 0.0054799309000372895 0.00017767510871635753 0.0005375427135732026 0.0044099434744566688 0.0016331639490090313 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -7 -8 10 -10 -2
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 -12
leaf_value=0.00010214322156718177 -0.0014646599027320058 2.6896789686714232e-05 -0.0017605859930940717 -2.8186803481762787e-06 -0.0023059293511300287 -0.0022972470640350547 -4.6008971327539089e-05 -0.0020540686376128692 -0.00017855989589431399 0.0014559898416664269 0.00046753758434223244
leaf_weight=1501.0046912431717 53.377466082572937 5045.524160861969 37.836361050605774 2406.2295565605164 52.26738715171814 49.953551888465881 117.1203521490097 35.522525787353516 91.307504534721375 115.08754909038544 54.768577218055725
leaf_count=762 40 2419 26 1246 39 45 57 32 58 39 17
internal_value=0 -1.90406e-05 -9.5953e-05 -7.47281e-05 -0.000378554 -0.000183345 -0.000954875 -0.000514357 0.000313745 0.000733142 -0.000486606
internal_weight=0 8058.99 3013.47 2975.63 569.405 517.138 202.596 152.643 314.541 206.395 108.146
internal_count=4780 4018 1599 1573 327 288 134 89 154 97 57
is_linear=0
shrinkage=0.06


Tree=1198
num_leaves=12
num_cat=0
split_feature=99 26 22 66 10 99 140 71 108 53 2
split_gain=0.00531688 0.00582178 0.00882497 0.0106707 0.0107205 0.0100977 0.0181981 0.00930532 0.0112796 0.018184 0.00997817
threshold=0.034632634371519096 0.0014881226234138014 0.00073092587990686308 0.0010585968848317864 0.0013986918493174019 0.0030382014811038975 0.0038949446752667431 0.072653736919164671 0.0016846025246195497 0.00017767510871635753 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 7 -7 8 9 -3 -10
right_child=-2 2 3 -5 -6 6 -8 -9 10 -11 -12
leaf_value=-2.5208979417529927e-05 0.00017450460294888003 0.00023704835214691453 3.7614187745296919e-05 -0.00013505423693903297 0.0012703894876627986 0.00015977087006114091 -0.0014334466907800663 0.00078459153283909669 0.00043747428694153074 -0.0016859592517179365 -0.00046306584353415461
leaf_weight=8301.6619910001755 589.57368946075439 39.133794784545898 37.930038452148438 58.005136609077454 76.782801032066345 63.649208664894104 43.293078303337097 72.529840111732483 187.33635699748993 32.192288994789124 57.91145920753479
leaf_count=4083 329 11 18 28 53 25 39 33 96 29 36
internal_value=0 -1.14892e-05 0.000158799 0.000528037 0.000863158 3.01537e-05 -0.000485943 0.000172087 3.15539e-05 -0.000632026 0.000224724
internal_weight=0 8970.43 668.764 172.718 114.713 496.046 106.942 389.104 316.574 71.3261 245.248
internal_count=4780 4451 368 99 71 269 64 205 172 40 132
is_linear=0
shrinkage=0.06


Tree=1199
num_leaves=12
num_cat=0
split_feature=116 15 109 76 104 22 9 92 82 108 3
split_gain=0.00510286 0.0110901 0.0275011 0.0179204 0.0104449 0.0193963 0.0328028 0.0171084 0.0173509 0.0205062 0.0255121
threshold=0.012636432424187662 0.099488973617553725 0.024810968898236755 0.000490355829242617 0.01884530205279589 0.0010918468469753864 0.00017767510871635753 0.0049928687512874612 0.024066280573606495 0.017724351026117805 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 8 9 10 -6
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-7.2338171351388568e-06 0.00011222462500217457 -0.0011699238123664222 0.0017866541356689591 0.00054658126631181015 -0.0015204753297646729 0.0004428618361024264 -0.0013387680822276773 0.00049984180107163806 0.00091283087605770674 0.00018669850855199756 0.00013423386788390275
leaf_weight=7565.5438327789307 1265.1058934926987 33.302367925643921 42.370354175567627 63.461853861808777 105.55117583274841 111.56995749473572 111.00789308547974 101.57924711704254 31.17588746547699 80.206715226173401 49.124505162239075
leaf_count=3719 598 30 22 41 87 52 100 43 20 48 20
internal_value=0 -1.71362e-05 0.000513833 -4.47689e-05 -2.62005e-05 -0.000269279 -0.000435333 -0.000162252 -0.000415128 -0.000591701 -0.000995198
internal_weight=0 8294.89 139.135 96.7642 8155.76 590.215 478.645 367.638 266.058 234.882 154.676
internal_count=4780 4182 93 71 4089 370 318 218 175 155 107
is_linear=0
shrinkage=0.06


Tree=1200
num_leaves=12
num_cat=0
split_feature=60 37 24 54 141 51 124 70 95 69 59
split_gain=0.00496974 0.0237153 0.0254886 0.0247733 0.0249656 0.0352645 0.0525014 0.0695397 0.0396587 0.0646958 0.0264548
threshold=0.0070226341485977182 0.007706565549597145 0.0049928687512874612 0.00046126570669002836 0.0066005610860884198 0.0068083447404205808 0.00040826165059115743 0.0019071503775194289 0.00077738583786413084 0.00099512818269431613 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 -5 -8 10 -10
right_child=1 2 -4 4 -6 -7 8 -9 9 -11 -12
leaf_value=2.0052190535229915e-05 0.00025637862624460118 4.2739384563223631e-05 0.0012142499839203379 -0.0042603743038864489 0.00011760907461639139 7.7499304368169609e-05 8.6190893192095156e-05 -0.00048205543041460956 -0.0018152081302291001 -0.00048648007891350379 -0.0043665308948557628
leaf_weight=7867.1902198791504 317.51067399978638 254.59683465957642 90.572135210037231 34.412446856498718 294.01166164875031 231.09782230854034 187.71106660366058 35.709880590438843 43.386755704879761 181.59860754013062 22.201578617095947
leaf_count=4112 92 100 25 31 87 95 64 16 31 107 20
internal_value=0 -9.32719e-05 0.000350406 -0.000206928 -0.000349741 -0.000536395 -0.000817274 -0.00233969 -0.00057132 -0.00107046 -0.00268416
internal_weight=0 1692.81 345.169 1347.64 1030.13 736.118 505.02 70.1223 434.898 247.187 65.5883
internal_count=4780 668 125 543 451 364 269 47 222 158 51
is_linear=0
shrinkage=0.06


Tree=1201
num_leaves=12
num_cat=0
split_feature=34 99 27 73 98 54 60 77 117 94 104
split_gain=0.00525418 0.0110937 0.0269834 0.0310584 0.0273584 0.025245 0.0230096 0.0217414 0.0227984 0.017036 0.02639
threshold=0.00077738583786413084 0.00099512818269431613 0.0005375427135732026 0.0053125319536775359 0.00017767510871635753 0.00073092587990686308 0.00073092587990686308 0.0020292587578296666 0.0036604277556762104 0.00017767510871635753 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 7 -7 8 -1 -3 -11
right_child=-2 9 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.0013942711972201904 -1.910415247750585e-05 0.00061247521127947636 0.00018995103152948415 0.00010748550703984935 0.0015248368785723263 -0.00043596801103561525 -0.0024235449368422428 0.00099280036826865457 0.00074392389626295975 -0.00010630148929868787 -0.0017502133437288657
leaf_weight=40.056518912315369 8073.8803555965424 105.09683871269226 89.274701476097107 319.44979965686798 145.15335762500763 115.63556361198425 25.531815409660339 80.581424832344055 32.379643797874451 495.21698033809662 37.74268364906311
leaf_count=28 4088 30 40 118 58 88 23 16 13 244 34
internal_value=0 0.000103654 0.000245835 0.000492459 0.00101678 -0.000218506 -0.000796906 0.000315273 -0.00043877 -8.53321e-05 -0.000223025
internal_weight=0 1486.12 848.063 553.878 234.428 294.185 141.167 153.018 72.4362 638.057 532.96
internal_count=4780 692 384 216 98 168 111 57 41 308 278
is_linear=0
shrinkage=0.06


Tree=1202
num_leaves=12
num_cat=0
split_feature=49 45 7 63 77 18 7 15 141 14 61
split_gain=0.00525301 0.0114077 0.0113559 0.00759011 0.00662135 0.0196657 0.0298134 0.0292013 0.0179751 0.0289177 0.0168955
threshold=0.0049928687512874612 0.0010263677686452868 0.0022975050378590827 0.00073092587990686308 0.020035739988088611 0.0013986918493174019 0.002945306478068233 0.0014881226234138014 0.0011980500421486797 0.007706565549597145 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 7 -7 8 9 -6 -9
right_child=1 3 -4 -5 5 6 -8 10 -10 -11 -12
leaf_value=-2.6964137887884509e-05 0.00035892232502092013 0.0010721857785629823 -0.0010380264034052231 0.0002646804657918047 -0.001869667469695305 -0.0015481788612470512 0.00020806719377534883 0.00077504496410015162 0.00011045150659475412 1.141073969088538e-05 -5.3964831344866863e-05
leaf_weight=8127.6184813976288 41.353952646255493 56.801380276679993 42.276676774024963 159.39702892303467 47.920748829841614 59.944262266159058 82.707905292510986 350.90671932697296 396.79466509819031 75.953754305839539 118.32410848140717
leaf_count=4193 13 35 30 87 27 54 26 114 123 28 50
internal_value=0 0.000247109 -0.000347655 0.000477232 -8.02446e-06 0.000127884 -0.000530497 0.000222806 -8.65593e-05 -0.000717204 0.00056603
internal_weight=0 299.829 83.6306 216.198 9260.17 1132.55 142.652 989.9 520.669 123.875 469.231
internal_count=4780 165 43 122 4615 422 80 342 178 55 164
is_linear=0
shrinkage=0.06


Tree=1203
num_leaves=12
num_cat=0
split_feature=99 16 101 82 123 142 0 118 115 15 19
split_gain=0.00516245 0.0124018 0.00764472 0.0101094 0.00773048 0.00759037 0.0093997 0.00734742 0.0139387 0.0113781 0.0114713
threshold=0.017188700847327713 0.00070876078098081063 0.0022272822679951791 0.00073092587990686308 0.00047558375808876013 0.0020932231564074759 0.0044099434744566688 0.00042089859198313212 0.0011980500421486797 0.0011261500185355546 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 6 -5 8 -2 -9 -11
right_child=1 -3 3 5 -6 -7 -8 9 -10 10 -12
leaf_value=-1.5823637974032683e-05 0.0002713964947952063 -0.00078721459018486122 -0.0014172673262026622 9.1492812891832702e-05 -0.0001202703940802671 0.00021614256326547116 -0.0014990371815327157 -1.3547752000801018e-05 -0.0011500842082470787 0.00083629232784239416 4.3706163547735601e-05
leaf_weight=8471.6914222240448 95.935175061225891 51.250985622406006 29.972131133079529 33.396045327186584 36.81995952129364 306.86422181129456 22.201578617095947 152.92391014099121 33.396045327186584 234.14702689647675 91.401181936264038
leaf_count=4220 46 30 27 22 17 139 20 65 22 122 50
internal_value=0 0.000122989 0.000168043 -2.58035e-05 -0.000703531 9.92432e-05 -0.000545198 0.000304926 -9.62647e-05 0.000413365 0.000613847
internal_weight=0 1088.31 1037.06 429.254 66.7921 362.462 55.5976 607.803 129.331 478.472 325.548
internal_count=4780 560 530 225 44 181 42 305 68 237 172
is_linear=0
shrinkage=0.06


Tree=1204
num_leaves=12
num_cat=0
split_feature=124 85 89 92 55 138 5 9 130 78 75
split_gain=0.00533422 0.0101555 0.0117595 0.0193422 0.0112256 0.014432 0.0111582 0.0192175 0.0104234 0.0168417 0.00975999
threshold=0.02129978779703379 0.029773407615721229 0.0048403022810816774 0.00055427959887310873 0.0026012937305495147 0.0020292587578296666 0.0011261500185355546 0.0010263677686452868 0.00075379351619631063 0.029773407615721229 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 10 -6 8 -8 9 -5 -1
right_child=-2 -3 3 6 5 -7 7 -9 -10 -11 -12
leaf_value=-3.6839989856074647e-05 0.00012483160650004628 0.00041499362013765808 -0.0015034126237558031 0.00026181292494002642 -0.00029302138322054864 0.00088926314675334954 -0.0015854516187995629 0.00026190578412860124 0.00070283850068841023 -0.0010118622211038749 0.00027383386325709365
leaf_weight=7381.9779998064041 1091.184161067009 192.15138232707977 46.623315095901489 98.155332922935486 56.801380276679993 107.22331917285919 46.716992497444153 35.709880590438843 60.412649273872375 60.225294470787048 382.81797611713409
leaf_count=3780 506 68 42 48 35 40 34 16 14 30 167
internal_value=0 -1.61094e-05 -2.61228e-05 -0.000367524 -1.11408e-05 0.000479912 -0.000191268 -0.000785771 3.29578e-05 -0.000222843 -2.15199e-05
internal_weight=0 8468.82 8276.66 347.843 7928.82 164.025 301.22 82.4269 218.793 158.381 7764.8
internal_count=4780 4274 4206 184 4022 75 142 50 92 78 3947
is_linear=0
shrinkage=0.06


Tree=1205
num_leaves=12
num_cat=0
split_feature=43 140 94 14 52 119 99 52 50 135 110
split_gain=0.00516691 0.0103822 0.010664 0.0207605 0.0189984 0.00919367 0.00794295 0.00907945 0.0128068 0.0084178 0.00729473
threshold=0.024810968898236755 0.00899649551138282 0.0037758676335215573 0.00040826165059115743 0.0079489401541650313 0.00042089859198313212 0.0068083447404205808 0.0022975050378590827 0.05109804309904576 0.0027679565828293566 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 6 3 4 5 -3 7 9 -9 -2 -1
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-2.506114278592297e-05 0.00063967483365124798 -9.7043603197805709e-05 0.00032897555265394633 -0.0018198743108002757 -0.0013915097355946685 0.0012033514856636992 -0.00035493892245298776 0.00039747115564553172 0.0017912758068880667 -0.00020694524294573953 0.00019803714969040742
leaf_weight=8430.1641646623611 95.747820258140564 52.26738715171814 112.96106863021851 31.082210063934326 28.955729603767395 31.17588746547699 42.276676774024963 55.691301345825195 41.353952646255493 75.579044699668884 562.74444031715393
leaf_count=4126 62 39 29 28 18 20 30 34 13 60 321
internal_value=0 0.000175618 -0.000106925 -0.000450094 -7.00216e-05 0.000389666 0.000408818 0.00052922 0.000992646 0.000266294 -1.10984e-05
internal_weight=0 567.091 256.442 143.481 112.399 83.4433 310.649 268.372 97.0453 171.327 8992.91
internal_count=4780 333 134 105 77 59 199 169 47 122 4447
is_linear=0
shrinkage=0.06


Tree=1206
num_leaves=12
num_cat=0
split_feature=95 58 142 61 108 117 29 70 27 95 118
split_gain=0.00518876 0.0143017 0.0103859 0.0200041 0.0150302 0.00988441 0.0133116 0.00825133 0.0108018 0.00807518 0.0342327
threshold=0.020658296532928947 0.00017767510871635753 0.00899649551138282 0.0016846025246195497 0.0060143163427710542 0.0023699469165876512 0.0041444667149335155 0.0041444667149335155 0.0032328735105693345 0.011169348377734424 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 5 4 -4 -3 7 -7 -9 -1 -11
right_child=1 2 3 -5 -6 6 -8 8 -10 10 -12
leaf_value=1.1991534553715577e-06 0.0010553431806648015 -0.0004694178561303492 -0.002526210074534779 0.0001377215520487968 -0.00031925577435536862 0.00035148245693299266 0.00062553056044593186 -0.0012925908288537824 0.00022409764769588684 -0.00051176317762759377 0.00090807572168509596
leaf_weight=8523.0360852479935 59.115215539932251 63.461853861808777 22.201578617095947 87.054543614387512 22.201578617095947 64.665610194206238 223.32726979255676 36.632604718208313 31.269564867019653 353.20650470256805 73.827273845672607
leaf_count=4242 29 41 20 38 20 34 88 33 12 205 18
internal_value=0 0.000169294 7.40256e-05 -0.000391124 -0.00142593 0.000219897 0.00034291 -0.000133314 -0.00059484 -1.15592e-05 -0.000266141
internal_weight=0 609.93 550.815 131.458 44.4032 419.357 355.895 132.568 67.9022 8950.07 427.034
internal_count=4780 315 286 78 40 208 167 79 45 4465 223
is_linear=0
shrinkage=0.06


Tree=1207
num_leaves=12
num_cat=0
split_feature=145 78 1 2 101 58 132 100 20 42 128
split_gain=0.00503876 0.0187329 0.0182804 0.0177026 0.0278103 0.018889 0.0185621 0.0185275 0.0153432 0.0145897 0.0143891
threshold=0.010500331409275534 0.029773407615721229 0.022641776129603389 0.00047558375808876013 0.0060143163427710542 0.0027679565828293566 0.00038414125447161501 0.00070876078098081063 0.000490355829242617 0.00093549740267917525 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 9 -8 -2 -7
right_child=1 -3 -4 4 -6 10 8 -9 -10 -11 -12
leaf_value=-1.7290198696397083e-05 0.00019830967582621094 0.00066758695412124367 -0.0011891630086827147 -0.00070797942530257058 -0.0017682570601516541 -0.00022496038663281264 -0.0012839581925176971 0.00025526522335446542 0.00014441814635163545 0.001643034782491376 0.0005142972031725551
leaf_weight=8261.3244398832321 37.930038452148438 185.67826354503632 43.386755704879761 122.29603719711304 36.726282119750977 187.1490021944046 41.072920441627502 298.71895968914032 79.00295889377594 74.843675374984741 191.87035012245178
leaf_count=4079 18 46 31 94 25 112 37 164 55 27 92
internal_value=0 0.000109841 1.67421e-05 6.5764e-05 -0.000176842 -5.99257e-05 0.000311311 0.000502815 -0.000344831 0.00115773 0.00014931
internal_weight=0 1298.68 1113 1069.61 538.042 501.315 531.569 411.493 120.076 112.774 379.019
internal_count=4780 701 655 624 323 298 301 209 92 45 204
is_linear=0
shrinkage=0.06


Tree=1208
num_leaves=12
num_cat=0
split_feature=97 145 129 61 60 97 24 70 44 0 39
split_gain=0.00489296 0.00559718 0.0162841 0.0209444 0.0207584 0.0197285 0.0221086 0.020609 0.0223166 0.0172091 0.0223224
threshold=0.091400381177663817 0.010500331409275534 0.00017767510871635753 0.0042751494329422721 0.00055427959887310873 0.0010918468469753864 0.0010263677686452868 0.00073092587990686308 0.001792412775103003 0.0020932231564074759 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 6 -4 8 -8 -3 -11
right_child=-2 2 5 4 -6 -7 7 -9 -10 10 -12
leaf_value=-2.3783831669679575e-05 0.00034020903444377596 0.00062867427404757626 0.0014503558504174556 -0.00025278245076386933 -0.0015742258311898503 -0.00010593646305682965 5.9745303132720753e-05 -0.00023352538214071238 0.0011982669222105112 0.00022065662173825662 -0.0015575129118338674
leaf_weight=8131.7121872901917 149.68735074996948 157.17687106132507 78.08023476600647 197.13971257209778 54.581222414970398 281.78674352169037 115.08754909038544 141.44841122627258 134.23992311954498 82.426873087882996 36.632604718208313
leaf_count=4035 54 85 38 121 33 173 39 87 32 50 33
internal_value=0 -5.43457e-06 0.000111257 -0.000144047 -0.000539825 0.000290817 0.000529241 0.000344871 0.000672969 0.000216673 -0.000327304
internal_weight=0 9410.31 1278.6 527.957 251.721 750.643 468.856 390.776 249.327 276.236 119.059
internal_count=4780 4726 691 322 154 369 196 158 71 168 83
is_linear=0
shrinkage=0.06


Tree=1209
num_leaves=12
num_cat=0
split_feature=82 2 78 125 142 60 24 15 109 122 108
split_gain=0.00499068 0.0174004 0.0151709 0.0220721 0.0176751 0.0122961 0.00945562 0.010859 0.00946398 0.0129593 0.0111025
threshold=0.0087224207818508166 0.028458753600716594 0.014293605927377941 0.0036604277556762104 0.011519505176693203 0.0084566329605877417 0.0063990866765379914 0.0019071503775194289 0.0013146653072908523 0.00017767510871635753 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -8 -2 10 -10
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-1.3243015594825471e-05 0.0010812272117174877 0.0013935495200716552 2.8706773951079629e-05 0.0014283968351211272 -0.0010663981685234821 -0.00088558160784757629 -0.0012190708952867322 5.0169804522927092e-05 -0.00036927871074421431 0.00061323244920413365 0.00068850481679745036
leaf_weight=8746.0963727235794 45.606913566589355 38.023715853691101 102.59564864635468 66.979445457458496 56.801380276679993 46.716992497444153 35.616203188896179 75.672722101211548 162.25887870788574 137.93081963062286 45.700590968132019
leaf_count=4257 33 10 52 28 35 34 24 52 130 100 25
internal_value=0 0.000142082 8.05795e-05 0.000582078 -5.97556e-05 4.44747e-05 0.000131051 -0.00035676 0.000269774 0.000162499 -0.000136604
internal_weight=0 813.903 775.88 169.575 606.305 549.503 502.786 111.289 391.497 345.89 207.959
internal_count=4780 523 513 80 433 398 364 76 288 255 155
is_linear=0
shrinkage=0.06


Tree=1210
num_leaves=12
num_cat=0
split_feature=99 136 135 106 52 52 27 109 105 21 110
split_gain=0.00526465 0.0069639 0.00698744 0.0181875 0.02131 0.0211665 0.0413143 0.038798 0.018376 0.0202256 0.0173436
threshold=0.023343417793512348 0.013032016810029747 0.0018488886416889729 0.0022272822679951791 0.028884131461381916 0.010500331409275534 0.0020292587578296666 0.01884530205279589 0.00085274505545385193 0.0092791137285530585 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 7 -7 9 -5 -10
right_child=-2 -3 3 5 -6 6 -8 -9 10 -11 -12
leaf_value=-5.121576012085671e-05 0.0001514962405434204 0.00050056038217353863 0.00021302504690916214 0.00070711067839734193 0.0013329466768177837 -0.0029001000363112106 -3.7611179159872745e-05 -0.00038001484237611913 -0.00050852194890167051 -0.00052079215704544366 7.6276010849260617e-05
leaf_weight=6368.1668039560318 759.88415288925171 93.902372002601624 684.86717259883881 245.43517100811005 67.07312285900116 42.276676774024963 204.26857316493988 45.794268369674683 241.54286980628967 60.037939667701721 746.75056052207947
leaf_count=3085 442 28 334 116 20 30 87 17 161 46 414
internal_value=0 -1.31002e-05 -1.86461e-05 7.00627e-05 0.000313086 -4.51621e-05 -0.000506168 -0.00159165 5.9038e-05 0.000465686 -6.66879e-05
internal_weight=0 8800.12 8706.21 2338.05 751.94 1586.11 292.34 88.0709 1293.77 305.473 988.293
internal_count=4780 4338 4310 1225 354 871 134 47 737 162 575
is_linear=0
shrinkage=0.06


Tree=1211
num_leaves=12
num_cat=0
split_feature=95 1 116 145 65 117 117 86 72 109 65
split_gain=0.00481648 0.00883188 0.0167485 0.011689 0.0144867 0.0105785 0.0104135 0.00872166 0.0225905 0.0222895 0.0214403
threshold=0.020658296532928947 0.00070876078098081063 0.0056525857653468856 0.004017772153019906 0.00068727668258361529 0.0036604277556762104 0.012636432424187662 0.00017767510871635753 0.019431582652032379 0.0051502294372767219 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 5 -5 -3 -7 8 -1 -10 -9
right_child=1 3 -4 4 -6 6 -8 10 9 -11 -12
leaf_value=-0.00011506066880570998 7.0569556303301894e-05 -0.00078046165982238768 0.00098009493207659184 -0.0016894709384397163 0.0001775436518528076 0.00094555173254127947 -1.1421732307672469e-05 0.00020816284520527035 -0.00018290749760370369 0.00068708061455448658 -5.9543795113211344e-05
leaf_weight=4028.5935109853745 217.49584293365479 38.852762579917908 109.53715443611145 32.192288994789124 27.845650672912598 61.335373401641846 122.67074680328369 1800.285715341568 177.25196921825409 263.57114350795746 2680.3675247430801
leaf_count=2182 107 35 34 29 17 31 62 878 95 100 1210
internal_value=0 0.00016311 0.000375414 -8.23627e-05 -0.000824693 0.0001179 0.00030791 -1.11341e-05 -7.04371e-05 0.000337302 4.80205e-05
internal_weight=0 609.93 327.033 282.897 60.0379 222.859 184.006 8950.07 4469.42 440.823 4480.65
internal_count=4780 315 141 174 46 128 93 4465 2377 195 2088
is_linear=0
shrinkage=0.06


Tree=1212
num_leaves=12
num_cat=0
split_feature=54 59 150 140 10 95 46 37 118 84 100
split_gain=0.00546231 0.0305435 0.0316171 0.0521245 0.0284224 0.0252329 0.0305034 0.0208665 0.0165314 0.0184736 0.0288507
threshold=0.0084566329605877417 0.01884530205279589 0.00899649551138282 0.01884530205279589 0.0051502294372767219 0.0011261500185355546 0.0010918468469753864 0.0020932231564074759 0.01884530205279589 0.00037263428384903824 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 -7 -8 9 10 -6
right_child=1 2 -4 -5 8 6 7 -9 -10 -11 -12
leaf_value=-2.4322872336783092e-05 0.00021549362826339934 2.2138988772992808e-05 0.00027582168593873321 -0.0030397774349865216 0.00060299557331639311 0.0024218124871439209 -0.00031616352635846035 0.0013546304705950949 0.00083838824596958034 -0.00017488334979406882 -0.00030251018481533814
leaf_weight=7426.5966116189957 250.25019633769989 38.946439981460571 59.302570343017578 41.072920441627502 337.94643187522888 49.218182563781738 47.82707142829895 61.335373401641846 85.944464683532715 959.05666851997375 202.50275242328644
leaf_count=3610 88 27 13 37 167 12 35 31 37 581 142
internal_value=0 8.46024e-05 -0.000773964 -0.00155134 0.000144624 0.00059075 0.00118317 0.00062299 2.96107e-05 -1.67974e-05 0.000263715
internal_weight=0 2133.4 139.322 80.0194 1994.08 408.631 158.381 109.162 1585.45 1499.51 540.449
internal_count=4780 1170 77 64 1093 166 78 66 927 890 309
is_linear=0
shrinkage=0.06


Tree=1213
num_leaves=12
num_cat=0
split_feature=107 98 43 51 129 31 146 121 63 101 136
split_gain=0.00511023 0.00822964 0.00825031 0.00569795 0.00895664 0.00694633 0.0132821 0.0243416 0.0197972 0.0125922 0.0157233
threshold=0.048151826485991485 0.00043393640953581786 0.00075379351619631063 0.027182282879948619 0.013860232196748258 0.010500331409275534 0.00899649551138282 0.00064626874518580746 0.0068083447404205808 0.00085274505545385193 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 9 8 -8 -7 -11
right_child=1 2 -4 4 -6 6 7 -9 -10 10 -12
leaf_value=-3.2248017906914219e-05 0.0012780994952099254 -0.00074987825333393179 0.00040906260904335966 0.00032126584336794432 -0.00069295144411119674 -0.00013895022823821464 -0.0022411044530322648 0.00035628071600197217 -0.00022317651408566554 0.00057446639745249446 -0.00024828382724426177
leaf_weight=8161.3236587047577 27.751973271369934 28.862052202224731 93.433984994888306 333.2250839471817 34.506124258041382 212.7744950056076 33.302367925643921 77.986557364463806 36.81995952129364 415.38497471809387 104.62845170497894
leaf_count=3997 25 26 68 187 23 127 30 46 17 164 70
internal_value=0 0.000347263 0.000135162 -5.55368e-06 0.000225934 -1.49703e-05 0.00014509 -0.000372968 -0.00118335 0.000249835 0.00040891
internal_weight=0 150.048 122.296 9409.95 367.731 9042.22 880.897 148.109 70.1223 732.788 520.013
internal_count=4780 119 94 4661 210 4451 454 93 47 361 234
is_linear=0
shrinkage=0.06


Tree=1214
num_leaves=12
num_cat=0
split_feature=112 143 59 52 126 126 85 112 149 80 19
split_gain=0.00541733 0.00595788 0.00701067 0.011429 0.00594346 0.0186286 0.0266138 0.0244502 0.0194236 0.0117854 0.0298276
threshold=0.0079489401541650313 0.0056525857653468856 0.011169348377734424 0.010500331409275534 0.0011980500421486797 0.00099512818269431613 0.002945306478068233 0.0016846025246195497 0.0084566329605877417 0.029773407615721229 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 9 7 8 -7 -1 -11
right_child=1 2 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-3.3736473427900415e-05 9.7849839661232848e-06 0.00080874847978571905 0.00070558693536844721 -0.00067280288535287295 0.00010362345838956766 -0.0011397103004328322 0.00018028800209380844 -7.7199853239686398e-06 -0.0031834668226486712 0.00057881355057929251 -0.00054934917707368197
leaf_weight=7086.5236992835999 235.61776554584503 99.078057050704956 46.90434730052948 40.056518912315369 1408.7604126930237 48.843472957611084 89.274701476097107 40.150196313858032 25.531815409660339 325.46858131885529 113.79011535644531
leaf_count=3433 188 65 18 28 784 44 40 20 23 83 54
internal_value=0 0.000210227 0.000463946 7.06199e-05 -9.71562e-06 -3.03734e-05 -0.000596257 -0.00120122 -0.00184463 -1.50414e-05 0.000286504
internal_weight=0 421.657 186.039 86.9609 9138.34 7729.58 203.8 114.525 74.3753 7525.78 439.259
internal_count=4780 299 111 46 4481 3697 127 87 67 3570 137
is_linear=0
shrinkage=0.06


Tree=1215
num_leaves=12
num_cat=0
split_feature=82 52 85 115 78 98 60 1 17 146 145
split_gain=0.0050765 0.0221662 0.0355249 0.0456188 0.0211347 0.0208734 0.0292248 0.0200951 0.0146239 0.0201232 0.0230815
threshold=0.002945306478068233 0.00899649551138282 0.0005375427135732026 0.00055427959887310873 0.0068083447404205808 0.079227816313505187 0.00039601318712811922 0.0013986918493174019 0.00040826165059115743 0.0056525857653468856 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 5 -5 6 -3 -4 9 -2 -11
right_child=1 2 7 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-2.4501478334774199e-05 0.00019396996956284594 -0.00045627840204153105 -0.00056224645059038149 -4.0986553611742451e-05 0.0011519708113644522 -8.3767125397923205e-05 -0.0029922186730698686 -0.0022638320243355886 0.00030568668412778833 -0.0010232773593768117 0.00011074627610323095
leaf_weight=7277.298020362854 469.76479244232178 34.506124258041382 59.115215539932251 113.88379275798798 100.65652298927307 55.972333550453186 31.082210063934326 43.293078303337097 1116.0461847782135 131.17666864395142 127.20473992824554
leaf_count=3427 310 23 29 46 26 10 28 39 682 102 58
internal_value=0 7.80507e-05 -0.000305334 -7.12153e-06 0.000518993 -0.000935315 -0.00166078 -0.0012831 0.000169223 -3.99511e-05 -0.000465155
internal_weight=0 2282.7 438.509 336.101 214.54 121.561 65.5883 102.408 1844.19 728.146 258.381
internal_count=4780 1353 201 133 72 61 51 68 1152 470 160
is_linear=0
shrinkage=0.06


Tree=1216
num_leaves=12
num_cat=0
split_feature=9 40 124 37 52 87 78 142 19 45 37
split_gain=0.00519028 0.00774941 0.0144312 0.00844639 0.00770969 0.0130668 0.00837996 0.00783936 0.00729556 0.0146371 0.0162223
threshold=0.0020932231564074759 0.022641776129603389 0.0018488886416889729 0.0037758676335215573 0.00899649551138282 0.0020292587578296666 0.0019071503775194289 0.00073092587990686308 0.086341444402933135 0.0026833302108570938 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 7 6 -6 -2 -1 -10 -11
right_child=1 2 -4 -5 5 -7 -8 -9 9 10 -12
leaf_value=-2.4090586637050567e-05 -0.00042303613583896649 -0.0012282859374999169 0.00025182571398051258 0.00062579304072892493 -0.00016821573348987847 8.6301384924322274e-05 -0.0015622974602038701 0.00033241588947940145 0.00062062099110115319 -0.0013353550214015456 0.0005515952966061422
leaf_weight=8355.4001168012619 55.691301345825195 41.166597843170166 55.691301345825195 133.95889091491699 29.049407005310059 189.93122446537018 33.302367925643921 435.82073259353638 164.39940905570984 34.412446856498718 31.17588746547699
leaf_count=4188 34 29 34 56 10 66 30 239 43 31 20
internal_value=0 0.000131191 -0.00037787 0.000187401 0.000108372 -0.000161215 -0.000914111 0.00024675 -1.49126e-05 0.000318387 -0.000438963
internal_weight=0 974.612 96.8579 877.754 743.795 252.283 62.3518 491.512 8585.39 229.988 65.5883
internal_count=4780 498 63 435 379 106 40 273 4282 94 51
is_linear=0
shrinkage=0.06


Tree=1217
num_leaves=12
num_cat=0
split_feature=99 117 78 88 15 12 92 20 100 4 99
split_gain=0.00517211 0.00660524 0.0165474 0.0422995 0.0232883 0.0217802 0.0173066 0.0199571 0.0254727 0.0153777 0.0208224
threshold=0.023343417793512348 0.0023699469165876512 0.037906534969806678 0.00055427959887310873 0.0058306583669036635 0.024810968898236755 0.0020932231564074759 0.0036604277556762104 0.0018488886416889729 0.015675474889576439 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 5 6 -5 8 -8 10 -1
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-4.8351206803684168e-05 0.00015015741468230983 -1.8706405233683591e-05 -0.0020532695696991385 0.00013062370656792587 -0.001346492448957946 0.00086048698633484424 -0.002459893422431881 6.8631365469456562e-06 -0.00019446274246837973 0.00087303866955989854 0.00035170866034036003
leaf_weight=2163.8576400279999 759.88415288925171 5459.3962472677231 48.937150359153748 178.8304351568222 55.503946542739868 78.267589569091797 39.962841510772705 63.742886066436768 32.285966396331787 81.691503763198853 597.63932406902313
leaf_count=1060 442 2808 36 56 50 22 36 17 21 17 215
internal_value=0 -1.29861e-05 -4.88981e-05 -0.000380121 -0.00019718 -3.4597e-05 -0.000257325 -0.000767203 -0.0014492 6.22544e-05 3.82388e-05
internal_weight=0 8800.12 5956.93 497.531 448.594 393.09 314.822 135.992 72.2488 2843.19 2761.5
internal_count=4780 4338 3046 238 202 152 130 74 57 1292 1275
is_linear=0
shrinkage=0.06


Tree=1218
num_leaves=12
num_cat=0
split_feature=39 78 1 78 82 2 14 70 26 86 38
split_gain=0.00504502 0.0160332 0.00926854 0.00800351 0.023104 0.0254262 0.028358 0.0243136 0.036099 0.027544 0.0257446
threshold=0.028884131461381916 0.0036604277556762104 0.00062670491752214741 0.010500331409275534 0.0026012937305495147 0.00043393640953581786 0.0015349716995842757 0.0022272822679951791 0.0014881226234138014 0.0079489401541650313 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 7 -6 -7 9 10 -5 -9
right_child=1 2 -4 4 5 6 -8 8 -10 -11 -12
leaf_value=3.0498963061711317e-05 -0.00085969471117330616 0.00081679307481781515 0.00015284960005326488 -3.3064602561727992e-05 0.00037111273936248133 -0.0015955027349347044 0.00018175084151824024 -0.0012724099174909618 0.00059677518374557531 -0.0012928579590517403 -0.00034438896079374399
leaf_weight=6008.0703212022781 46.716992497444153 99.359089255332947 317.04228699207306 1769.4049099683762 602.44029951095581 54.487545013427734 79.190313696861267 195.84227883815765 83.817984223365784 64.665610194206238 238.96205222606659
leaf_count=3181 34 41 132 737 284 41 39 136 27 34 94
internal_value=0 0.000193136 0.000311434 -9.85381e-06 -8.83427e-05 0.000205003 -0.000543315 -0.000180131 -0.000542813 -7.75504e-05 -0.00076258
internal_weight=0 463.118 416.401 9096.88 3088.81 736.118 133.678 2352.69 518.622 1834.07 434.804
internal_count=4780 207 173 4573 1392 364 80 1028 257 771 230
is_linear=0
shrinkage=0.06


Tree=1219
num_leaves=12
num_cat=0
split_feature=51 98 89 147 34 45 99 146 40 81 133
split_gain=0.00472502 0.00745605 0.00818806 0.00528556 0.00517034 0.00836906 0.0120216 0.0101415 0.00994399 0.0111217 0.00946783
threshold=0.045367386192083366 0.0032328735105693345 0.00038414125447161501 0.0015833032084628942 0.02636832278221846 0.0087224207818508166 0.0035485138650983576 0.00899649551138282 0.0014427106943912806 0.0025217677466571335 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 8 -7 -8 -6 -10 -11
right_child=1 -3 -4 -5 5 6 7 -9 9 10 -12
leaf_value=-2.041249820210839e-05 9.2308564060805819e-05 0.0009644482460161466 0.00064266697709523975 -0.0011849797285746022 -0.00027269381346514752 0.00013746156548134157 -0.0011798168480034851 -0.00013652250347396367 0.0013068106310806084 0.00089780791593318935 0.00011843070036874415
leaf_weight=8420.5341140031815 24.421736478805542 46.716992497444153 41.166597843170166 22.201578617095947 79.190313696861267 441.65215945243835 50.047229290008545 101.39189231395721 49.218182563781738 76.970155835151672 206.48873102664948
leaf_count=4182 22 34 29 20 39 220 37 59 12 37 89
internal_value=0 0.000352953 2.68214e-05 -0.000517158 -5.06011e-06 0.000123567 -2.07295e-05 -0.000481859 0.000331308 0.000475123 0.000330304
internal_weight=0 134.507 87.7899 46.6233 9425.49 1004.96 593.091 151.439 411.867 332.677 283.459
internal_count=4780 105 71 42 4675 493 316 96 177 138 126
is_linear=0
shrinkage=0.06


Tree=1220
num_leaves=12
num_cat=0
split_feature=54 59 150 10 141 37 46 71 40 118 84
split_gain=0.00486434 0.0260273 0.0285449 0.0235156 0.0220351 0.032932 0.0189455 0.0174618 0.0155256 0.0135219 0.017315
threshold=0.0084566329605877417 0.023343417793512348 0.00899649551138282 0.0051502294372767219 0.0030382014811038975 0.0016331639490090313 0.059226244688034065 0.00099512818269431613 0.0084566329605877417 0.01884530205279589 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 -2 7 9 -6 -3 10 -5
right_child=1 2 -4 6 5 -7 -8 -9 -10 -11 -12
leaf_value=-2.2956517952435274e-05 0.00011819464547509746 -0.0028635486242460993 0.00020830828415326866 0.00028760889289385793 0.0014228831119198655 0.0020562412645689547 -0.0010433760488823135 -8.1916594998943825e-05 -0.00074091691643765796 0.00079288632147602909 -0.00013750202004217824
leaf_weight=7426.5966116189957 219.80967819690704 26.641894340515137 44.777866840362549 546.18693375587463 41.447630047798157 68.183201789855957 57.817781805992126 83.630629420280457 23.311657547950745 85.944464683532715 935.65133357048035
leaf_count=3610 101 24 8 298 5 21 44 43 21 37 568
internal_value=0 7.98338e-05 -0.000891839 0.000125026 0.000529217 0.000996399 2.22936e-05 0.000417473 -0.00187645 6.16582e-05 1.91973e-05
internal_weight=0 2133.4 94.7314 2038.67 413.071 193.261 1625.6 125.078 49.9536 1567.78 1481.84
internal_count=4780 1170 53 1117 170 69 947 48 45 903 866
is_linear=0
shrinkage=0.06


Tree=1221
num_leaves=12
num_cat=0
split_feature=76 59 47 81 71 5 150 71 144 127 66
split_gain=0.00502656 0.0242456 0.0117855 0.0196999 0.0218744 0.0235197 0.0169179 0.0157734 0.0234988 0.0177355 0.0156515
threshold=0.00044738779251929378 0.048151826485991485 0.00096484774257987748 0.0079489401541650313 0.0027679565828293566 0.0044099434744566688 0.0022272822679951791 0.00099512818269431613 0.0062037324532866487 0.00087947337306104611 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -5 -4 9 -9 -8
right_child=1 -3 3 6 5 -7 10 8 -10 -11 -12
leaf_value=-2.4582236031403501e-05 0.00070859402838502545 -0.0014720601631829546 0.00024351240198816661 -0.0012248483917305503 0.00042797804603202783 -0.00014292577974658963 -0.00057204049483380404 -0.0006506466883894848 0.00014957304786595804 -0.0022553787977012043 0.00015720725515965155
leaf_weight=7248.8903052806854 109.44347703456879 35.709880590438843 130.34762191772461 57.724104404449463 985.24422574043274 352.73811769485474 176.04821288585663 76.689123630523682 84.740708351135254 36.632604718208313 265.79130136966705
leaf_count=3458 42 16 77 52 548 245 102 61 44 33 102
internal_value=0 7.70337e-05 0.000101409 7.06969e-05 0.000169772 0.000277469 -0.000259754 -0.000268951 -0.000606163 -0.00117093 -0.000133421
internal_weight=0 2311.11 2275.4 2165.96 1666.39 1337.98 499.564 328.41 198.062 113.322 441.84
internal_count=4780 1322 1306 1264 1008 793 256 215 138 94 204
is_linear=0
shrinkage=0.06


Tree=1222
num_leaves=12
num_cat=0
split_feature=4 69 66 5 37 92 116 134 68 37 94
split_gain=0.00506017 0.0232764 0.0178126 0.0303593 0.026311 0.0104927 0.0274686 0.00972868 0.0136865 0.01345 0.0112873
threshold=0.010180860292166473 0.0030382014811038975 0.0013986918493174019 0.00085274505545385193 0.00057154725072905432 0.00082683752407319855 0.0049928687512874612 0.00093549740267917525 0.015675474889576439 0.00017767510871635753 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 -2 -7 -1 9 -9 -10
right_child=1 -3 -4 4 -6 6 -8 8 10 -11 -12
leaf_value=-2.606996401758657e-05 0.00047285744969032689 0.00073788612241251772 0.00099532768824787368 -0.0027374930810634391 -0.00036004647188827248 -0.0016034077784880688 0.00066246890893034412 0.00086103086256686704 0.00028930280865509407 0.00015584601207727561 -0.0011937032326522704
leaf_weight=8515.9868521690369 102.78300344944 175.59387576580048 42.557708978652954 29.972131133079529 37.930038452148438 37.836361050605774 39.040117383003235 131.83241045475006 33.396045327186584 371.90454161167145 41.166597843170166
leaf_count=4365 36 45 6 27 18 26 19 46 22 141 29
internal_value=0 0.000192859 -0.000137158 -0.000332164 -0.00141194 7.64947e-05 -0.000453364 -9.89735e-06 0.000228222 0.000340533 -0.000529978
internal_weight=0 465.713 290.119 247.562 67.9022 179.659 76.8765 9094.29 578.3 503.737 74.5626
internal_count=4780 177 132 126 45 81 45 4603 238 187 51
is_linear=0
shrinkage=0.06


Tree=1223
num_leaves=12
num_cat=0
split_feature=90 35 89 59 145 2 70 10 102 87 33
split_gain=0.00496372 0.00757771 0.014577 0.0247554 0.00562075 0.0261583 0.0225937 0.0161288 0.02284 0.0159581 0.0241672
threshold=0.0020932231564074759 0.0012357163941487672 0.00068727668258361529 0.00064626874518580746 0.010500331409275534 0.00047558375808876013 0.00073092587990686308 0.004017772153019906 0.013439828064292671 0.0013146653072908523 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 9 7 -7 -9 -6 -11
right_child=1 -3 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=-2.5429821076475934e-05 0.00038449373898295455 0.00046437866428624379 0.00062314236879175053 -0.0023791715809472684 5.7693010054637737e-05 -0.0010505197601925332 -0.00074565487089108895 0.0005492887478531712 -0.00092006391564633928 0.0016400053292220612 0.00038638560668454222
leaf_weight=8087.2153526544571 24.421736478805542 188.63379073143005 40.243873715400696 22.201578617095947 358.75689935684204 37.930038452148438 186.77429258823395 204.17489576339722 46.716992497444153 68.089524388313293 294.84070837497711
leaf_count=4003 22 81 12 20 210 18 144 95 34 29 112
internal_value=0 0.000250917 -0.000212619 -0.000933813 -7.4669e-06 0.000113858 -0.000231584 0.000100996 0.000275432 0.000341507 0.000621965
internal_weight=0 275.501 86.8672 46.6233 9284.5 1197.28 475.596 288.822 250.892 721.687 362.93
internal_count=4780 135 54 42 4645 642 291 147 129 351 141
is_linear=0
shrinkage=0.06


Tree=1224
num_leaves=12
num_cat=0
split_feature=75 1 109 79 116 80 33 15 124 27 35
split_gain=0.00497386 0.0121084 0.012882 0.0135122 0.0266921 0.0123452 0.0111357 0.00979968 0.00849191 0.0104839 0.0145381
threshold=0.023343417793512348 0.022641776129603389 0.00747153488919139 0.0049928687512874612 0.00070876078098081063 0.00050559637020342063 0.0013146653072908523 0.0058306583669036635 0.02129978779703379 0.0010585968848317864 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 -6 -7 -4 -1 10 -10
right_child=1 -3 7 4 5 6 -8 -9 9 -11 -12
leaf_value=-3.1664921339363316e-05 0.00035715682515033079 0.0010085384910401216 0.00091619728915829919 -0.0016794736430573551 0.00019811655893369932 -0.001438687048740561 -0.00011499438985857009 -5.9150120501630783e-05 0.00013072637179801892 0.0002933141064604639 -0.00090831740235603386
leaf_weight=7981.0880625247955 175.50019836425781 54.768577218055725 99.359089255332947 43.386755704879761 188.72746813297272 37.74268364906311 57.91145920753479 59.115215539932251 162.82094311714172 630.66065979003906 68.9185711145401
leaf_count=4061 53 17 41 31 73 34 36 29 82 269 54
internal_value=0 0.000152015 8.09839e-05 -6.75906e-05 -0.000295057 -8.33267e-05 -0.000638247 0.000552558 -1.23372e-05 0.000166514 -0.00017854
internal_weight=0 716.511 661.743 503.269 327.768 284.382 95.6541 158.474 8843.49 862.4 231.74
internal_count=4780 314 297 227 174 143 70 70 4466 405 136
is_linear=0
shrinkage=0.06


Tree=1225
num_leaves=12
num_cat=0
split_feature=93 125 7 79 142 99 142 12 0 0 38
split_gain=0.00509973 0.00818325 0.0255522 0.0293282 0.0257147 0.024353 0.0260211 0.0456146 0.0316303 0.0269292 0.0214742
threshold=0.010829726699739696 0.0041444667149335155 0.00093549740267917525 0.00055427959887310873 0.021960759535431865 0.0068083447404205808 0.0070226341485977182 0.0019071503775194289 0.0030382014811038975 0.0051502294372767219 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 -3 10 -10 -8
right_child=-2 2 3 -5 -6 -7 8 -9 9 -11 -12
leaf_value=-6.2469978400242688e-05 0.0001060939908039687 0.00050040601114895351 -0.0023627222704088085 -1.7234894762797313e-05 -8.4643620122696827e-05 -8.8912319158855708e-05 -0.00079788051706358297 -0.0013718092942450906 0.0022286626243140035 0.00080365689949726295 0.00084752103379625123
leaf_weight=5284.7391455173492 1392.8445980548859 246.73260474205017 36.632604718208313 1847.9394818544388 34.693479061126709 344.513228058815 50.140906691551208 57.724104404449463 80.581424832344055 117.4013843536377 66.056721329689026
leaf_count=2683 802 101 33 832 7 181 29 52 16 33 11
internal_value=0 -1.81151e-05 6.32063e-05 -6.33463e-05 -0.00125632 0.000315368 0.000540485 0.000145106 0.00092346 0.00138448 0.000137432
internal_weight=0 8167.16 2882.42 1919.27 71.3261 963.15 618.637 304.457 314.18 197.983 116.198
internal_count=4780 3978 1295 872 40 423 242 153 89 49 40
is_linear=0
shrinkage=0.06


Tree=1226
num_leaves=12
num_cat=0
split_feature=63 118 45 8 99 9 32 146 99 72 132
split_gain=0.00502716 0.0136803 0.0195713 0.0325641 0.0124585 0.0121812 0.0264764 0.0216016 0.0210762 0.0364972 0.0170866
threshold=0.00042089859198313212 0.048151826485991485 0.0022975050378590827 0.017724351026117805 0.010500331409275534 0.000490355829242617 0.00038414125447161501 0.0041444667149335155 0.00017767510871635753 0.0012357163941487672 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 7 -7 10 -9 -10 -1
right_child=-2 2 -4 -5 -6 6 -8 8 9 -11 -12
leaf_value=-0.00024144838591993187 -2.2040529652858009e-05 -0.0025492625938640669 0.00025347977300392463 0.00012061601371639202 0.00052873423042651922 0.0013773952000785061 -3.0275697097667734e-05 0.0010674249550741244 0.00079664566964038558 -0.0013589991189518313 0.00029703498700655494
leaf_weight=852.11438155174255 7610.1343448162079 33.302367925643921 61.522728204727173 32.379643797874451 242.01125681400299 76.876478433609009 128.22114145755768 122.95177900791168 71.513438582420349 46.623315095901489 282.34880793094635
leaf_count=517 3743 30 15 13 121 45 67 38 24 42 125
internal_value=0 8.59371e-05 -0.000515407 -0.00123489 0.000127931 6.65352e-05 0.000497774 2.20515e-06 0.000517861 -5.45212e-05 -0.000107415
internal_weight=0 1949.87 127.205 65.682 1822.66 1580.65 205.098 1375.55 241.089 118.137 1134.46
internal_count=4780 1037 58 43 979 858 112 746 104 66 642
is_linear=0
shrinkage=0.06


Tree=1227
num_leaves=12
num_cat=0
split_feature=97 97 126 35 108 20 124 125 125 59 60
split_gain=0.00507591 0.00709977 0.0261241 0.0355837 0.0243307 0.012904 0.00878591 0.0108052 0.0105939 0.0111776 0.0159879
threshold=0.091400381177663817 0.018276390619575981 0.00075379351619631063 0.0072436286136507997 0.0019672545604407792 0.0014881226234138014 0.02129978779703379 0.00062670491752214741 0.001792412775103003 0.0019672545604407792 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -5 -1 -8 -9 -10 -11
right_child=-2 2 -4 5 -6 -7 7 8 9 10 -12
leaf_value=-1.6769941913592544e-05 0.0003465151262091205 -0.0029611158944574533 0.00034934031566413775 -0.00068215166305009701 -0.00070382459347327522 0.0007139750024736124 -0.00021526947531067209 0.00059606777582741526 -0.00033407924544104779 0.00048748534286951556 -0.00044193763534445304
leaf_weight=8127.6325312852859 149.68735074996948 34.412446856498718 127.11106252670288 52.361064553260803 34.412446856498718 43.574110507965088 205.09761989116669 250.06284153461456 141.54208862781525 309.27173447608948 84.834385752677917
leaf_count=4096 54 31 66 31 31 15 112 104 79 125 36
internal_value=0 -5.53131e-06 -0.000296777 -0.000795161 -0.00183513 -4.79426e-05 3.79429e-06 0.000172468 0.000273695 0.000123115 0.000287359
internal_weight=0 9410.31 291.871 164.76 68.8249 95.9352 9118.44 990.809 785.711 535.648 394.106
internal_count=4780 4726 174 108 62 46 4552 456 344 240 161
is_linear=0
shrinkage=0.06


Tree=1228
num_leaves=12
num_cat=0
split_feature=116 70 77 25 133 7 96 71 77 98 25
split_gain=0.0049607 0.00885166 0.0159226 0.0141614 0.0209312 0.0108291 0.00926688 0.0090788 0.0148194 0.0136382 0.00949182
threshold=0.012636432424187662 0.0041444667149335155 0.0026833302108570938 0.00042089859198313212 0.0010263677686452868 0.00040826165059115743 0.0048403022810816774 0.015200819820165636 0.0020292587578296666 0.0005375427135732026 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 8 9 -5 -9
right_child=1 2 -4 7 5 -7 -8 10 -10 -11 -12
leaf_value=-1.6895960407108354e-05 0.00091178521478908195 4.1463044416102008e-05 -0.0012088168299526955 -0.001034277084549942 -0.00080890439936017963 -0.0012568992786280372 0.00038318814916487421 0.00096193014812718592 0.00036796183571405778 5.493835018023337e-05 0.00011393175167586668
leaf_weight=8294.8937901258469 41.26027524471283 157.08319365978241 47.733394026756287 56.801380276679993 46.810669898986816 57.724104404449463 46.90434730052948 123.96818053722382 458.03636109828949 151.72015380859375 77.063833236694336
leaf_count=4182 21 93 43 35 26 52 18 47 162 72 29
internal_value=0 0.00011065 -0.000250368 0.000180405 -0.000284763 -0.000611154 -0.00021249 0.000283744 0.000177101 -0.000242118 0.000637076
internal_weight=0 1265.11 204.817 1060.29 192.699 151.439 93.715 867.59 666.558 208.522 201.032
internal_count=4780 598 136 462 117 96 44 345 269 107 76
is_linear=0
shrinkage=0.06


Tree=1229
num_leaves=12
num_cat=0
split_feature=146 118 10 40 60 117 101 27 46 34 59
split_gain=0.00491135 0.00817711 0.00852498 0.0177449 0.0285402 0.0165633 0.0265636 0.0183416 0.022087 0.0288761 0.0379972
threshold=0.0010263677686452868 0.01884530205279589 0.00050559637020342063 0.00060774214216507982 0.00055427959887310873 0.0056525857653468856 0.0049928687512874612 0.012252715881913902 0.0028552538715302949 0.0012745757703669371 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -4 10 -10
right_child=-2 -3 5 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=7.6553220467445851e-05 -1.8576430621567962e-05 -0.00051168086812165879 4.724868122941277e-05 -8.7325875702477134e-05 0.0018073982923885764 0.0003672131902633053 -0.0014551072790894969 0.00076409197947218343 -0.00034451991427324836 3.572623148213436e-05 -0.0034216750396349649
leaf_weight=71.232406377792358 8058.9949923753738 74.749997973442078 489.4792308807373 120.54426634311676 66.056721329689026 414.82291030883789 48.937150359153748 95.012450933456421 30.065808534622192 62.351774930953979 27.751973271369934
leaf_count=48 4018 35 255 52 11 212 36 29 19 40 25
internal_value=0 9.96287e-05 0.000131701 0.000443901 0.000910059 6.27764e-05 -0.000104829 -1.08623e-05 -0.000131743 -0.000860251 -0.00182488
internal_weight=0 1501 1426.25 257.833 137.289 1168.42 753.598 704.661 609.649 120.17 57.8178
internal_count=4780 762 727 111 59 616 404 368 339 84 44
is_linear=0
shrinkage=0.06


Tree=1230
num_leaves=12
num_cat=0
split_feature=99 31 4 15 4 98 34 141 81 71 51
split_gain=0.00491445 0.00624294 0.0155591 0.0223728 0.0195961 0.0309725 0.0408653 0.0511816 0.0358122 0.0343518 0.0342315
threshold=0.023343417793512348 0.00093549740267917525 0.0026012937305495147 0.0027679565828293566 0.0011615398107096555 0.034632634371519096 0.0060143163427710542 0.0044099434744566688 0.0079489401541650313 0.017724351026117805 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 8 9 -6 -11
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-3.8507763525346649e-05 0.00014636891108338058 5.8693973609937655e-05 0.00045594537373633645 -4.0039360664024369e-05 -0.00071831262163112085 0.0004794313416769221 -5.4759467641687271e-05 -7.4701693670047403e-05 -0.0031128980285847628 -0.0041134482726149857 -0.00093492193525382275
leaf_weight=3394.443359375 759.88415288925171 2939.6576075553894 479.59624779224396 1031.2398988008499 164.85374617576599 139.60296297073364 400.2045294046402 162.82094311714172 38.852762579917908 24.421736478805542 24.421736478805542
leaf_count=1732 442 1484 141 452 100 53 215 82 35 22 22
internal_value=0 -1.26589e-05 -4.84506e-05 0.000117425 -0.000106068 -0.000346132 -0.000487486 -0.000904298 -0.0014389 -0.00113324 -0.00252934
internal_weight=0 8800.12 5860.46 1510.84 4349.62 955.178 815.575 415.371 252.55 213.697 48.8435
internal_count=4780 4338 2854 593 2261 529 476 261 179 144 44
is_linear=0
shrinkage=0.06


Tree=1231
num_leaves=12
num_cat=0
split_feature=112 31 95 78 93 65 14 131 38 131 23
split_gain=0.00507927 0.00622574 0.0122701 0.0215184 0.019009 0.018105 0.0287425 0.0215876 0.0186915 0.017346 0.0254779
threshold=0.0079489401541650313 0.00093549740267917525 0.0012745757703669371 0.0079489401541650313 0.0038949446752667431 0.0022272822679951791 0.00070876078098081063 0.0020292587578296666 0.0005893622583243997 0.00040826165059115743 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 6 7 -5 -8 10 -4
right_child=-2 2 4 5 -6 -7 8 -9 -10 -11 -12
leaf_value=-4.4612959633335672e-05 0.00020355355358756024 0.00011881194955350146 0.0003834412719511376 0.00082797296702069004 -0.00021475068572368033 6.3801664497096333e-06 -0.00090869684601650063 -0.00080850141868178053 -0.0025117694671045409 0.00032937728339578975 -0.0012091528667609319
leaf_weight=6071.5743247270584 421.65668880939484 745.35944938659668 77.157510638237 56.895057678222656 385.5861485004425 225.73478245735168 122.3897145986557 59.021538138389587 33.302367925643921 1293.4199311733246 67.902169585227966
leaf_count=2931 299 437 21 27 218 74 86 37 30 575 45
internal_value=0 -9.41639e-06 6.02648e-05 -8.51335e-05 0.000159321 -0.000390745 -0.000720678 -5.25339e-06 -0.00125298 0.0002596 -0.000362369
internal_weight=0 9138.34 3066.77 1242.7 1824.07 497.343 271.609 115.917 155.692 1438.48 145.06
internal_count=4780 4481 1550 691 859 254 180 64 116 641 66
is_linear=0
shrinkage=0.06


Tree=1232
num_leaves=12
num_cat=0
split_feature=108 58 96 71 76 59 73 45 24 146 84
split_gain=0.00488105 0.0113091 0.0120797 0.0107308 0.0140114 0.0169099 0.0110052 0.0102983 0.00932642 0.00867214 0.00857589
threshold=0.021960759535431865 0.044033329933881767 0.0048403022810816774 0.0022975050378590827 0.00040826165059115743 0.0034400182776153092 0.00073092587990686308 0.0026833302108570938 0.00087947337306104611 0.0010263677686452868 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 -5 -4 -2 -6 -7
right_child=1 -3 7 4 9 10 -8 -9 -10 -11 -12
leaf_value=-1.4121558640526225e-05 -0.00021540924743870417 0.00094930221320167741 -0.0012811060349535242 -0.0016520825980673871 0.0009631472314478583 0.00045016437893090903 -0.00029945539508857575 -0.00013548243105780168 0.00076276540898306486 0.00013923527248927122 -0.00061503159221116459
leaf_weight=8627.0228450298309 44.403157234191895 56.895057678222656 33.396045327186584 42.1829993724823 62.445452332496643 89.181024074554443 44.496834635734558 180.48852860927582 166.52588951587677 173.9217324256897 39.040117383003235
leaf_count=4271 40 27 22 38 32 48 32 106 53 92 19
internal_value=0 0.000130339 7.70513e-05 0.000203669 3.85038e-05 -0.00031205 -0.000958861 -0.000314876 0.000556843 0.000357218 0.000125612
internal_weight=0 932.977 876.082 662.197 451.268 214.901 86.6798 213.885 210.929 236.367 128.221
internal_count=4780 509 482 354 261 137 70 128 93 124 67
is_linear=0
shrinkage=0.06


Tree=1233
num_leaves=12
num_cat=0
split_feature=34 142 80 58 2 7 147 145 11 95 53
split_gain=0.00515878 0.0123858 0.0175972 0.023051 0.0174983 0.0172836 0.0222859 0.0208136 0.0256579 0.0212972 0.0199803
threshold=0.00077738583786413084 0.0017376682371832433 0.00090704852482303988 0.004017772153019906 0.00043393640953581786 0.0013986918493174019 0.015200819820165636 0.012636432424187662 0.00085274505545385193 0.0014881226234138014 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 8 -3 -10 -11
right_child=-2 4 3 -5 -6 6 -8 -9 9 10 -12
leaf_value=1.7772727823630689e-06 -1.8931325665206064e-05 -0.00032381307219772561 -0.0020681949256494657 0.00023530724788768868 -0.00059864285689060842 -0.0010601220712649628 0.00026842419762929977 0.0016397248642188028 0.0008940080669847313 0.00047038084148470771 -0.0011395418322447609
leaf_weight=513.80728995800018 8073.8803555965424 140.43200969696045 35.522525787353516 27.845650672912598 81.316794157028198 65.775689125061035 146.54446876049042 51.344663023948669 294.10533905029297 89.274701476097107 40.150196313858032
leaf_count=285 4088 78 32 17 49 35 35 22 79 40 20
internal_value=0 0.000102708 -0.000114651 -0.0010572 0.000240727 0.00032326 -0.000143458 0.000484304 0.00037884 0.000611843 -2.95436e-05
internal_weight=0 1486.12 577.175 63.3682 908.944 827.627 212.32 615.307 563.962 423.53 129.425
internal_count=4780 692 334 49 358 309 70 239 217 139 60
is_linear=0
shrinkage=0.06


Tree=1234
num_leaves=12
num_cat=0
split_feature=26 19 95 131 95 131 105 12 0 116 25
split_gain=0.00521866 0.0123765 0.0158796 0.0148757 0.0148337 0.015233 0.0116784 0.0093761 0.00774795 0.00722191 0.012008
threshold=0.00087947337306104611 0.002945306478068233 0.00087947337306104611 0.00096484774257987748 0.0012745757703669371 0.00040826165059115743 0.0017376682371832433 0.00075379351619631063 0.0058306583669036635 0.0092791137285530585 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 7 4 -3 8 -4 -2 -6 -1 -11
right_child=1 3 6 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-4.2898428257430327e-05 0.00033576073148612682 0.0001087218362355337 0.0002473271122045095 0.0001622755293342968 -0.0010495411096759163 -0.0018327846574459406 0.0011752361407565612 -0.00064662901223236 7.1751753624800299e-05 -0.00024972215118712837 0.00017776592576194391
leaf_weight=6852.1752676963806 87.977267742156982 109.25612223148346 86.773511409759521 545.1705322265625 38.946439981460571 38.852762579917908 111.75731229782104 57.91145920753479 51.344663023948669 289.55729603767395 1290.2770491838455
leaf_count=3424 55 58 62 289 27 35 36 36 22 180 556
internal_value=0 0.000121176 0.000420893 -1.06016e-05 -0.000405837 -0.000840904 0.000769996 -5.43809e-05 -0.000412536 -1.62356e-05 9.94036e-05
internal_weight=0 1127.99 344.42 783.571 238.4 129.144 198.531 145.889 90.2911 8432.01 1579.83
internal_count=4780 620 189 431 142 84 98 91 49 4160 736
is_linear=0
shrinkage=0.06


Tree=1235
num_leaves=12
num_cat=0
split_feature=76 6 124 47 25 94 50 146 17 21 147
split_gain=0.00468666 0.00526757 0.00655249 0.0198227 0.0200994 0.0282812 0.031978 0.0180857 0.0206237 0.0178183 0.0333801
threshold=0.019431582652032379 0.0051502294372767219 0.00073092587990686308 0.00073092587990686308 0.00062670491752214741 0.0028552538715302949 0.0063990866765379914 0.0046923852059990176 0.00040826165059115743 0.0012745757703669371 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6 -9 10 -5
right_child=-2 -3 -4 9 7 -7 -8 8 -10 -11 -12
leaf_value=-0.0021998192005598235 0.00053253262870939385 -0.00059661937363150513 4.0653792217630416e-05 -0.00019436253327380511 0.0010840998995277757 0.00037381309152146214 9.091973545715728e-06 -0.00055996782290287797 0.00064712472247897303 7.1674804033273534e-06 -0.0012809525527620665
leaf_weight=42.1829993724823 59.021538138389587 53.471143484115601 5687.9132519960403 1308.2116169929504 136.46008098125458 138.58656144142151 53.377466082572937 80.394070029258728 138.77391624450684 1751.3345150947571 110.27252376079559
leaf_count=38 37 32 2836 653 34 44 40 32 28 939 67
internal_value=0 -3.33479e-06 2.9372e-08 -6.1431e-05 0.000257942 -0.000173688 -0.000967262 0.000542098 0.000204292 -0.00012086 -0.000278918
internal_weight=0 9500.98 9447.51 3759.59 589.775 234.147 95.5605 355.628 219.168 3169.82 1418.48
internal_count=4780 4743 4711 1875 216 122 78 94 60 1659 720
is_linear=0
shrinkage=0.06


Tree=1236
num_leaves=12
num_cat=0
split_feature=93 31 101 26 44 19 7 46 129 115 8
split_gain=0.00516013 0.0079934 0.0146275 0.0172829 0.0200847 0.0299204 0.0144624 0.0194569 0.0184996 0.0268456 0.0232138
threshold=0.010829726699739696 0.00093549740267917525 0.0087224207818508166 0.00087947337306104611 0.0020932231564074759 0.0026012937305495147 0.0037758676335215573 0.0045489775948226461 0.019431582652032379 0.00055427959887310873 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 7 8 9 -3 -11
right_child=-2 2 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-6.149216622637869e-05 0.00010671700761120419 -0.00018404502576810269 0.00010940206387473811 0.00042063267306432719 -0.0026147373590110355 -0.0005366096647956923 -8.4059847501631173e-05 1.0445692776189004e-05 -0.0004311935713589227 -1.2434100281004629e-05 0.00091063325329210896
leaf_weight=5333.4233634471893 1392.8445980548859 151.53279900550842 137.28912770748138 106.01956284046173 28.862052202224731 180.39485120773315 806.05313086509705 761.55629622936249 80.394070029258728 124.89090466499329 456.73892736434937
leaf_count=2549 802 88 59 47 26 114 427 395 32 64 177
internal_value=0 -1.82254e-05 6.32071e-05 -0.000249446 -0.000454506 -0.00082435 0.000122638 0.000228413 0.000432422 0.000527166 0.000712459
internal_weight=0 8167.16 2833.73 452.566 346.546 209.257 2381.17 1575.11 813.557 733.163 581.63
internal_count=4780 3978 1429 246 199 140 1183 756 361 329 241
is_linear=0
shrinkage=0.06


Tree=1237
num_leaves=12
num_cat=0
split_feature=34 102 145 30 138 102 8 9 118 101 98
split_gain=0.00512651 0.0104638 0.0119551 0.0186091 0.0148001 0.0286691 0.043244 0.0136023 0.0225504 0.0342034 0.0440808
threshold=0.00077738583786413084 0.013439828064292671 0.012636432424187662 0.00096484774257987748 0.00057154725072905432 0.0010918468469753864 0.0044099434744566688 0.000490355829242617 0.00047558375808876013 0.00017767510871635753 0.049604203552007682
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -7 8 9 -1 -11
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-3.9279955935664361e-05 -1.887186710755288e-05 -0.0006955483521747331 0.0011722002442176515 -0.00016078534074333203 0.00028040297415942925 -0.0028281434299686692 0.00027577182938443327 0.00065683066916958634 0.00025182427516211656 -0.0027075946777811296 0.00033316489958581784
leaf_weight=146.99880588054657 8073.8803555965424 56.801380276679993 92.511260867118835 63.55553126335144 628.90888893604279 33.302367925643921 31.269564867019653 96.028852462768555 262.27370977401733 47.733394026756287 26.7355717420578
leaf_count=92 4088 35 51 33 227 30 12 38 115 43 16
internal_value=0 0.000102386 0.000134143 0.000629609 7.33668e-05 -0.000128722 -0.00132694 4.93497e-06 -0.000124584 -0.000570258 -0.00161693
internal_weight=0 1486.12 1429.32 156.067 1273.25 644.342 64.5719 579.77 483.741 221.468 74.469
internal_count=4780 692 657 84 573 346 42 304 266 151 59
is_linear=0
shrinkage=0.06


Tree=1238
num_leaves=12
num_cat=0
split_feature=63 9 78 127 127 84 15 141 10 81 32
split_gain=0.00519976 0.00901325 0.0169934 0.011368 0.0244368 0.0307997 0.014509 0.0157385 0.0316988 0.0261359 0.0180925
threshold=0.00042089859198313212 0.000490355829242617 0.0011980500421486797 0.0036604277556762104 0.0098710241727530974 0.00040826165059115743 0.099488973617553725 0.0056525857653468856 0.0011615398107096555 0.004017772153019906 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 7 9 -9 -1 -11
right_child=-2 2 -4 4 -6 -7 -8 8 -10 10 -12
leaf_value=5.5986805382127169e-05 -2.2420892766549827e-05 0.0011565412786760582 9.9075608580750284e-05 -0.0027604289638859859 4.649159736550593e-05 0.00010445662857506479 0.00088152132108977144 -0.0006899489437148179 0.00096287780637353305 -0.0017616539477732561 -0.00026874616169106455
leaf_weight=1095.0624123811722 7610.1343448162079 77.986557364463806 182.80236387252808 29.972131133079529 125.81362879276276 24.515413880348206 79.00295889377594 56.895057678222656 156.44150173664093 48.937150359153748 72.436162710189819
leaf_count=558 3743 46 100 27 81 14 55 27 52 36 41
internal_value=0 8.73947e-05 0.000415623 3.66955e-05 -0.00041345 -0.00147361 9.05124e-05 4.67461e-05 0.000521966 -3.66333e-05 -0.000871634
internal_weight=0 1949.87 260.789 1689.08 180.301 54.4875 1508.78 1429.77 213.337 1216.44 121.373
internal_count=4780 1037 146 891 122 41 769 714 79 635 77
is_linear=0
shrinkage=0.06


Tree=1239
num_leaves=12
num_cat=0
split_feature=0 137 77 101 99 39 100 117 34 113 45
split_gain=0.00490705 0.0115038 0.0140335 0.0152884 0.0160044 0.0152079 0.0159036 0.0280457 0.052041 0.0151434 0.0148309
threshold=0.00017767510871635753 0.0026833302108570938 0.012636432424187662 0.028020657598972324 0.00073092587990686308 0.0012745757703669371 0.0016331639490090313 0.0027679565828293566 0.00055427959887310873 0.00068727668258361529 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1 -9 -7
right_child=-2 -3 -4 4 -6 10 -8 9 -10 -11 -12
leaf_value=-0.00033068685220166661 -1.3441008322319287e-05 -0.00083949020584915578 0.00096962474184147354 -0.0014664627588897245 7.8624284435290464e-05 0.0012119397619793834 0.00044928339491455714 0.00059764984917225954 -0.0035145638173490665 -0.00083712434350305767 0.00015969065716192141
leaf_weight=87.883590340614319 8711.2014889717102 41.166597843170166 74.843675374984741 42.370354175567627 55.878656148910522 91.682214140892029 182.70868647098541 112.77371382713318 23.311657547950745 34.506124258041382 101.67292451858521
leaf_count=63 4363 29 27 22 18 26 108 45 21 23 35
internal_value=0 0.00013768 0.000187586 0.000107591 -0.000588515 0.000215449 2.09513e-05 -0.000281881 -0.00100073 0.000261157 0.000658999
internal_weight=0 848.798 807.632 732.788 98.249 634.539 441.184 258.475 111.195 147.28 193.355
internal_count=4780 417 388 361 40 321 260 152 84 68 61
is_linear=0
shrinkage=0.06


Tree=1240
num_leaves=12
num_cat=0
split_feature=9 63 75 86 29 109 87 110 66 107 19
split_gain=0.00529282 0.00733651 0.0127329 0.0477233 0.035298 0.0350733 0.0257631 0.0298133 0.0242023 0.0315487 0.0234909
threshold=0.0020932231564074759 0.00042089859198313212 0.00017767510871635753 0.00044738779251929378 0.00082683752407319855 0.0051502294372767219 0.00055427959887310873 0.00075379351619631063 0.00017767510871635753 0.010829726699739696 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 10 -7 8 9 -8 -6
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=8.8357900607254918e-05 0.0001324738314284672 0.0011107879832855771 -1.0708837913728079e-05 0.00051452984949657248 -0.00048780459422249087 0.00029143490429797681 -0.003162059997191879 -0.0002004435316438983 -0.00015640258356053885 -0.00047838797700638236 -0.0017330270931895484
leaf_weight=1917.5793724060059 974.61182343959808 46.90434730052948 5703.1873747110367 226.84486138820648 94.637741327285767 171.79525196552277 41.072920441627502 195.29426431655884 33.489722728729248 25.625492811203003 128.95651078224182
leaf_count=1016 498 18 2777 75 61 82 37 87 14 15 100
internal_value=0 -1.50655e-05 -4.48096e-05 -0.000246404 -0.000480407 -0.000588581 -0.000292741 -0.000632369 -0.00147327 -0.00213325 -0.00120643
internal_weight=0 8585.39 6667.81 964.621 737.776 690.872 467.278 295.482 100.188 66.6984 223.594
internal_count=4780 4282 3266 489 414 396 235 153 66 52 161
is_linear=0
shrinkage=0.06


Tree=1241
num_leaves=12
num_cat=0
split_feature=77 9 24 117 50 18 62 98 83 29 110
split_gain=0.00500322 0.0169868 0.0243498 0.0261195 0.0170621 0.0219765 0.0194587 0.0195666 0.0169475 0.0185917 0.0242165
threshold=0.00017767510871635753 0.00017767510871635753 0.00087947337306104611 0.0036604277556762104 0.018276390619575981 0.00043393640953581786 0.00037263428384903824 0.0005375427135732026 0.057509137317538268 0.00082683752407319855 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 6 -6 7 -4 9 -1 -11
right_child=-2 2 4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=0.00042443979666503346 -1.8031187055174949e-05 0.0018799096212057862 -5.6242034033688331e-05 0.00036842203862386152 0.00095818135476762197 -0.00031399686834404975 8.8391606965366139e-05 -0.002144842060370715 0.00035350686937188851 -0.00094442836818736274 -4.7705697274076231e-05
leaf_weight=113.50908315181732 8156.3353284597397 65.963043928146362 31.269564867019653 109.34979963302612 133.95889091491699 76.876478433609009 169.29406189918518 33.302367925643921 228.69030964374542 191.21460831165314 250.23614645004272
leaf_count=78 3944 19 12 50 56 45 104 30 109 148 185
internal_value=0 0.000104603 0.000339235 0.00093788 0.000103076 0.000494381 -0.000249755 -0.00113507 -8.10542e-05 -0.000260161 -0.000436247
internal_weight=0 1403.66 620.014 175.313 444.701 210.835 233.866 64.5719 783.65 554.96 441.451
internal_count=4780 836 316 69 247 101 146 42 520 411 333
is_linear=0
shrinkage=0.06


Tree=1242
num_leaves=12
num_cat=0
split_feature=39 78 37 78 37 91 117 25 113 12 25
split_gain=0.0049403 0.0134764 0.00818329 0.0143106 0.0264099 0.0266267 0.0228838 0.0210819 0.0256131 0.026488 0.0516
threshold=0.028884131461381916 0.0036604277556762104 0.0023699469165876512 0.010500331409275534 0.0016331639490090313 0.0022272822679951791 0.0095705352723598498 0.014293605927377941 0.0030382014811038975 0.0062037324532866487 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 6 -6 8 9 10 -5
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=1.8645939712322258e-05 -0.00077413335739243963 0.0002995703162751231 9.3607266818184463e-05 -0.00050044281734977524 -0.001231555408234532 -0.0024581964900139866 0.00067871813049253879 0.00010650462571052973 0.00028740383700238769 -8.4480679954981172e-05 -0.0024666485536882781
leaf_weight=4705.877485871315 46.716992497444153 416.40137624740601 2115.9368911981583 474.57981777191162 57.817781805992126 33.302367925643921 36.913636922836304 900.53161716461182 236.55453956127167 481.98971056938171 53.377466082572937
leaf_count=2493 34 173 1033 282 44 30 9 310 108 224 40
internal_value=0 0.000191117 -9.75527e-06 -4.10855e-05 -0.000164633 -0.00100143 -0.000487256 -0.000114688 -0.000274484 -0.000406107 -0.000699659
internal_weight=0 463.118 9096.88 6980.94 2275.07 128.034 94.7314 2147.03 1246.5 1009.95 527.957
internal_count=4780 207 4573 3540 1047 83 53 964 654 546 322
is_linear=0
shrinkage=0.06


Tree=1243
num_leaves=12
num_cat=0
split_feature=67 144 74 84 127 53 131 107 81 29 71
split_gain=0.00487267 0.00976631 0.0164698 0.0107772 0.00922866 0.0108579 0.0104095 0.00879924 0.00608265 0.0202779 0.017932
threshold=0.0044099434744566688 0.0038949446752667431 0.0018488886416889729 0.0038949446752667431 0.001792412775103003 0.00017767510871635753 0.000490355829242617 0.0016331639490090313 0.0079489401541650313 0.027182282879948619 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 -2 -7 -6 -1 -10 -11
right_child=1 2 -4 -5 7 6 -8 -9 9 10 -12
leaf_value=1.8715658136126797e-05 -0.00019847498046747953 -0.001497801897719018 0.00011776258389613961 -2.1066689859478768e-05 -0.00092253693733708464 0.0010613683084705775 0.0003111398038504357 0.00022968359255980434 -0.00015908391382958651 -5.3868282345391113e-05 0.00082671586525941718
leaf_weight=6260.9013351202011 66.979445457458496 43.293078303337097 276.79841327667236 30.159485936164856 35.709880590438843 122.95177900791168 145.34071242809296 71.419761180877686 2170.0637764930725 185.39723134040833 150.98478448390961
leaf_count=3336 28 39 120 11 16 38 42 32 1009 70 39
internal_value=0 0.000142427 -9.42581e-05 -0.00089231 0.000329791 0.000484662 0.000655218 -0.000154892 -1.29054e-05 -9.189e-05 0.000341509
internal_weight=0 792.653 350.251 73.4526 442.402 335.272 268.292 107.13 8767.35 2506.45 336.382
internal_count=4780 326 170 50 156 108 80 48 4454 1118 109
is_linear=0
shrinkage=0.06


Tree=1244
num_leaves=12
num_cat=0
split_feature=99 117 33 46 113 33 101 140 92 34 108
split_gain=0.00505893 0.00626865 0.0177578 0.0131937 0.0201432 0.0261086 0.0384092 0.0278473 0.0214906 0.0259228 0.0191168
threshold=0.023343417793512348 0.0023699469165876512 0.022641776129603389 0.21471316367387774 0.00042089859198313212 0.00066645268816500913 0.00040826165059115743 0.021960759535431865 0.0049928687512874612 0.0025217677466571335 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -7 9 10 -8
right_child=-2 3 -4 -5 -6 7 8 -9 -10 -11 -12
leaf_value=8.2522143385473857e-05 0.00014849871718116065 0.0004710279814276947 -0.00095800519135539036 0.00040334441819233279 -1.4215913653451342e-05 -0.00044710807778789282 -0.0010836354986660213 -0.0017934265110204017 -9.1275819620734234e-05 -2.7113912813698315e-06 -0.0033008936184640574
leaf_weight=2782.9631733894348 759.88415288925171 273.56185388565063 60.225294470787048 224.43734872341156 4745.6670224666595 431.38041687011719 31.17588746547699 63.368176460266113 127.20473992824554 34.599801659584045 25.531815409660339
leaf_count=1262 442 109 30 89 2448 235 20 49 58 15 23
internal_value=0 -1.28499e-05 6.04485e-05 -4.7835e-05 -6.55062e-05 -0.000312137 -2.66389e-06 -0.000619874 -0.000595637 -0.00129742 -0.00208598
internal_weight=0 8800.12 2843.19 5956.93 5732.49 986.823 492.074 494.749 218.512 91.3075 56.7077
internal_count=4780 4338 1292 3046 2957 509 225 284 116 58 43
is_linear=0
shrinkage=0.06


Tree=1245
num_leaves=12
num_cat=0
split_feature=9 52 58 47 91 31 140 137 40 50 68
split_gain=0.00509799 0.00710429 0.0141923 0.0061063 0.00907179 0.00893764 0.0107563 0.00919815 0.00968207 0.00858752 0.00891158
threshold=0.0020932231564074759 0.00899649551138282 0.0015349716995842757 0.00747153488919139 0.0018488886416889729 0.0056525857653468856 0.0015833032084628942 0.00085274505545385193 0.0084566329605877417 0.0038949446752667431 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 7 -7 9 -9 -2 -11
right_child=1 2 -4 4 -6 6 -8 8 -10 10 -12
leaf_value=-1.4789241435875743e-05 -0.00054233960339121717 -0.0010745866719120132 6.1555338154482378e-05 0.0014491645868860358 0.00020305194113904784 5.8879836813689377e-05 0.0013075787426847321 -1.2577502749452143e-05 0.001140390415734891 0.00058855507458852377 -0.00016776129493588729
leaf_weight=8585.3878601789474 104.62845170497894 45.700590968132019 291.41679418087006 35.616203188896179 51.250985622406006 49.218182563781738 50.047229290008545 53.471143484115601 51.344663023948669 88.16462254524231 153.75295686721802
leaf_count=4282 70 25 117 24 30 12 37 32 22 39 90
internal_value=0 0.000130009 -9.27363e-05 0.000247797 0.000715046 0.000173967 0.000689126 6.0543e-05 0.00055276 -8.84486e-05 0.000108001
internal_weight=0 974.612 337.117 637.494 86.8672 550.627 99.2654 451.362 104.816 346.546 241.918
internal_count=4780 498 142 356 54 302 49 253 54 199 129
is_linear=0
shrinkage=0.06


Tree=1246
num_leaves=12
num_cat=0
split_feature=82 83 46 59 17 11 60 146 91 10 7
split_gain=0.0048008 0.011493 0.0153396 0.00976702 0.0124246 0.00977878 0.021007 0.0123298 0.0114582 0.0111607 0.00764505
threshold=0.0087224207818508166 0.045367386192083366 0.0045489775948226461 0.0072436286136507997 0.0046923852059990176 0.0022272822679951791 0.0054799309000372895 0.010180860292166473 0.0016331639490090313 0.010500331409275534 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 7 8 9 -2 -7
right_child=1 2 -4 4 -6 10 -8 -9 -10 -11 -12
leaf_value=-1.2993982587485723e-05 0.00015728399595393933 0.0010355835201115615 -0.00040058583356928365 -0.0013044404129774719 0.00028258769736308595 0.00018622637426220798 -0.0015299820438216627 -0.00098939535613534334 0.00058552275752618696 -0.0010927068372339405 0.00089093331074451291
leaf_weight=8746.0963727235794 85.663432478904724 98.249010324478149 36.726282119750977 41.072920441627502 31.17588746547699 205.92666661739349 33.396045327186584 35.522525787353516 133.77153611183167 36.632604718208313 75.766399502754211
leaf_count=4257 61 40 25 37 20 137 22 32 72 33 44
internal_value=0 0.000139348 0.0006448 3.87805e-05 -0.000620182 0.000117345 -0.000106916 5.65371e-05 0.000201962 -0.000217726 0.000376019
internal_weight=0 813.903 134.975 678.928 72.2488 606.679 324.986 291.59 256.068 122.296 281.693
internal_count=4780 523 65 458 57 401 220 198 166 94 181
is_linear=0
shrinkage=0.06


Tree=1247
num_leaves=12
num_cat=0
split_feature=124 12 147 93 45 71 78 84 125 17 125
split_gain=0.00466194 0.0189801 0.0237344 0.0324365 0.0165589 0.0270089 0.0233755 0.0305418 0.0319616 0.052508 0.0301045
threshold=0.00073092587990686308 0.0062037324532866487 0.0092791137285530585 0.00096484774257987748 0.00064626874518580746 0.00062670491752214741 0.0049928687512874612 0.00017767510871635753 0.0011980500421486797 0.0013986918493174019 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 10 8 9 -8 -7
right_child=-2 -3 3 -5 5 6 7 -9 -10 -11 -12
leaf_value=0.00020463199690114157 3.3940294293656146e-05 0.00063182517136929964 -0.0021890788092890144 9.7988912913443338e-05 0.00062304906047182262 -0.00017474448922908937 -0.0033406776917147885 -9.6548747696249625e-05 -0.00051380208780605664 -0.000475249756260081 0.00041160287653314138
leaf_weight=713.36856508255005 5769.2300461530685 140.71304190158844 44.496834635734558 44.684189438819885 166.33853471279144 1538.920679807663 43.293078303337097 403.81579840183258 249.68813192844391 49.124505162239075 396.32627809047699
leaf_count=295 2885 54 32 16 69 877 39 194 136 20 163
internal_value=0 -5.17114e-05 -7.8079e-05 -0.00104432 -5.38512e-05 -0.000118612 -0.000164646 -0.000449981 -0.000867016 -0.00181972 -5.46492e-05
internal_weight=0 3790.77 3650.06 89.181 3560.88 2847.51 2681.17 745.922 342.106 92.4176 1935.25
internal_count=4780 1895 1841 48 1793 1498 1429 389 195 59 1040
is_linear=0
shrinkage=0.06


Tree=1248
num_leaves=12
num_cat=0
split_feature=95 116 142 108 1 46 39 17 86 64 65
split_gain=0.00530217 0.00979404 0.0112959 0.0127765 0.0109407 0.00995934 0.00763295 0.00716031 0.00707028 0.0272488 0.0187495
threshold=0.020658296532928947 0.0056525857653468856 0.00899649551138282 0.013032016810029747 0.00070876078098081063 0.0081988852471113222 0.0019071503775194289 0.0028552538715302949 0.00017767510871635753 0.00038414125447161501 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 -4 -3 6 -2 -6 9 -1 -10
right_child=1 4 3 -5 7 -7 -8 -9 10 -11 -12
leaf_value=-9.7140443973057681e-05 0.00012947004840270786 0.00091841890974557179 -0.0011265943561243037 0.00024347579681291911 -0.00043690458376262245 0.00063108646653507999 -0.00075281281881262529 0.00067923036701188265 0.00019132720361966028 0.00061954004345692807 -5.901748878188211e-05
leaf_weight=4269.5883662700653 154.95671319961548 109.53715443611145 57.91145920753479 42.370354175567627 51.157308220863342 113.79011535644531 45.606913566589355 34.599801659584045 1800.285715341568 199.82825744152069 2680.3675247430801
leaf_count=2294 83 34 36 22 38 54 33 15 878 83 1210
internal_value=0 0.000171129 6.09082e-06 -0.000548056 0.000521343 0.000182987 -7.14307e-05 1.36809e-05 -1.169e-05 -6.50844e-05 4.15708e-05
internal_weight=0 609.93 414.636 100.282 195.294 314.354 200.564 85.7571 8950.07 4469.42 4480.65
internal_count=4780 315 228 58 87 170 116 53 4465 2377 2088
is_linear=0
shrinkage=0.06


Tree=1249
num_leaves=12
num_cat=0
split_feature=95 86 65 0 146 105 125 43 29 14 95
split_gain=0.00468512 0.00994238 0.0214714 0.00784705 0.0127179 0.0128616 0.00771755 0.00588403 0.0151724 0.0140284 0.00871293
threshold=0.020658296532928947 0.00017767510871635753 0.00068727668258361529 0.0010918468469753864 0.011519505176693203 0.0022272822679951791 0.0026833302108570938 0.024810968898236755 0.015675474889576439 0.00070876078098081063 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 -2 5 -5 -4 10 -9 -10 -1
right_child=1 2 6 4 -6 -7 -8 8 9 -11 -12
leaf_value=-9.9244067085506303e-06 -0.00016383078593629761 -0.0012430399350412344 0.00052456858626766093 0.00043140604835454228 -0.00040310530523567209 0.0014797899512410259 -0.00034010708123757946 0.00031862346279987354 -0.0012532700443412589 0.00020529720055077955 -0.00029791392799544759
leaf_weight=7993.8750450611115 89.08734667301178 51.157308220863342 91.682214140892029 213.14920461177826 50.047229290008545 52.454741954803467 62.351774930953979 464.49542999267578 46.716992497444153 48.108103632926941 396.87429261207581
leaf_count=3927 56 38 26 95 37 23 40 281 34 11 212
internal_value=0 0.000160864 -0.000179302 0.00033332 0.00047364 0.000638933 0.000174561 -1.09882e-05 0.000177422 -0.000513851 -2.35494e-05
internal_weight=0 609.93 205.191 404.739 315.651 265.604 154.034 8950.07 559.321 94.8251 8390.75
internal_count=4780 315 104 211 155 118 66 4465 326 45 4139
is_linear=0
shrinkage=0.06


Tree=1250
num_leaves=12
num_cat=0
split_feature=93 70 19 46 37 19 110 99 13 95 31
split_gain=0.00477487 0.00837106 0.0196985 0.0215346 0.0168003 0.0186171 0.0341157 0.0166634 0.0201974 0.020877 0.028802
threshold=0.010829726699739696 0.00082683752407319855 0.02636832278221846 0.0020292587578296666 0.037906534969806678 0.017188700847327713 0.00085274505545385193 0.017188700847327713 0.00068727668258361529 0.020658296532928947 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 8 9 10 -3
right_child=-2 7 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=4.4352848698254012e-06 0.00010265466191278226 -0.00042477245100395599 0.001407558299833371 0.00018795485312200552 0.00061100782449603145 -0.0019317941389188319 0.00026800431312711188 0.00024451869255299801 0.00013486854458862673 0.00030255557286914571 3.4323256588088277e-05
leaf_weight=3916.3303338289261 1392.8445980548859 1500.1615946292877 74.937352776527405 170.77885043621063 159.67806112766266 50.047229290008545 51.344663023948669 485.03891515731812 775.62666261196136 251.26659786701202 731.94482481479645
leaf_count=1806 802 834 19 73 63 37 22 251 343 97 433
internal_value=0 -1.75332e-05 3.83536e-05 0.000560325 7.6384e-06 -1.63562e-05 -0.000818654 -8.35558e-05 -0.000132389 -0.000215864 -0.000274233
internal_weight=0 8167.16 4423.12 245.716 4177.4 4017.72 101.392 3744.04 3259 2483.37 2232.11
internal_count=4780 3978 2020 92 1928 1865 59 1958 1707 1364 1267
is_linear=0
shrinkage=0.06


Tree=1251
num_leaves=12
num_cat=0
split_feature=51 92 95 20 100 53 145 7 5 150 67
split_gain=0.00489506 0.00904831 0.00825286 0.00543288 0.00951428 0.0164768 0.020677 0.0227977 0.0163265 0.0236141 0.0205239
threshold=0.027182282879948619 0.028020657598972324 0.0019071503775194289 0.0042751494329422721 0.0092791137285530585 0.001792412775103003 0.0018488886416889729 0.00017767510871635753 0.00043393640953581786 0.007706565549597145 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 8 -8 10 -10 -7
right_child=1 2 -4 -5 5 6 7 -9 9 -11 -12
leaf_value=-5.812151791130684e-05 0.00034728940260136563 -0.0011861809444093305 0.00018698471306174361 0.00010002235312036492 -0.00028741690874293922 0.00037671719884022775 0.00044156985537289155 -0.00029588018492557089 -0.00080874282720792552 0.00062377815336976249 0.0015281560161641596
leaf_weight=6472.1535637378693 308.80334746837616 28.862052202224731 34.506124258041382 1402.8493583202362 281.88042092323303 121.65434527397156 258.75611817836761 361.80610394477844 62.164420127868652 123.68714833259583 102.87668085098267
leaf_count=3114 165 26 23 714 165 53 128 237 56 71 28
internal_value=0 0.000213273 -0.000439329 -8.66174e-06 -2.82476e-05 0.000119022 0.000230168 1.16363e-05 0.000560538 0.000144445 0.000904734
internal_weight=0 372.172 63.3682 9187.83 7784.98 1312.83 1030.94 620.562 410.383 185.852 224.531
internal_count=4780 214 49 4566 3852 738 573 365 208 127 81
is_linear=0
shrinkage=0.06


Tree=1252
num_leaves=12
num_cat=0
split_feature=9 103 106 31 77 125 125 110 142 141 68
split_gain=0.0047528 0.00930958 0.0147245 0.00596381 0.0119712 0.00938165 0.0154614 0.00943241 0.0158722 0.0118473 0.00764531
threshold=0.0020932231564074759 0.0020292587578296666 0.0022272822679951791 0.0056525857653468856 0.001792412775103003 0.00052132029668428015 0.0010585968848317864 0.00039601318712811922 0.0049928687512874612 0.0016331639490090313 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7 8 10 -10 -8
right_child=1 2 -4 4 -6 6 7 -9 9 -11 -12
leaf_value=-1.4272253698733355e-05 0.00049900329668573894 -0.0018184995363839237 0.00027025542048789614 0.0011046903336261282 8.7769881932144305e-05 -0.0011221054992244088 -0.00035933945877026534 0.00023340611920253813 -0.00025059396076544021 -0.0018493816625210152 0.00069334489636517125
leaf_weight=8585.3878601789474 161.80454158782959 22.201578617095947 26.641894340515137 68.089524388313293 107.22331917285919 42.1829993724823 49.030827760696411 380.50414085388184 34.599801659584045 32.192288994789124 50.140906691551208
leaf_count=4282 73 20 24 29 40 38 28 173 15 29 29
internal_value=0 0.000125538 -0.000680954 0.000168157 0.000483135 9.45214e-05 -1.67258e-05 6.87904e-05 -0.000308536 -0.00102279 0.000173057
internal_weight=0 974.612 48.8435 925.768 175.313 750.456 588.651 546.468 165.964 66.7921 99.1717
internal_count=4780 498 44 454 69 385 312 274 101 44 57
is_linear=0
shrinkage=0.06


Tree=1253
num_leaves=12
num_cat=0
split_feature=82 2 52 35 43 28 24 143 133 39 63
split_gain=0.00449742 0.0180265 0.019887 0.04672 0.0305231 0.0345356 0.0179078 0.0139881 0.0174177 0.0144835 0.0140519
threshold=0.002945306478068233 0.028458753600716594 0.00899649551138282 0.0026833302108570938 0.0032328735105693345 0.00085274505545385193 0.0054799309000372895 0.0038949446752667431 0.0079489401541650313 0.0019071503775194289 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -6 -5 8 9 10 -2
right_child=1 -3 3 6 5 -7 -8 -9 -10 -11 -12
leaf_value=-2.3067050154231941e-05 8.3074632761288866e-05 0.0011963371085075404 -0.00017693815009985696 -0.00029769516601510509 -0.003119091269578845 -0.00089134321021411842 0.00084805739910128136 0.00028646530083351052 -0.00048258082375007437 0.00054747367090052386 -0.00085397748991165867
leaf_weight=7277.298020362854 324.70511221885681 50.234584093093872 102.59564864635468 88.16462254524231 36.632604718208313 79.190313696861267 110.64723336696625 987.558061003685 236.82152187824249 196.21698844432831 69.934972643852234
leaf_count=3427 244 21 52 39 33 39 35 542 181 104 63
internal_value=0 7.3459e-05 4.81397e-05 -0.000325339 -0.000930896 -0.00159802 0.000340071 0.000133997 -4.79363e-05 0.000126326 -8.31566e-05
internal_weight=0 2282.7 2232.47 417.23 218.419 115.823 198.812 1815.24 827.679 590.857 394.64
internal_count=4780 1353 1332 198 124 72 74 1134 592 411 307
is_linear=0
shrinkage=0.06


Tree=1254
num_leaves=12
num_cat=0
split_feature=107 142 21 4 45 45 63 105 53 96 24
split_gain=0.00464236 0.00746057 0.00667079 0.00546749 0.0173548 0.01841 0.0198821 0.0248007 0.0187529 0.018009 0.0308209
threshold=0.048151826485991485 0.015675474889576439 0.0033348383149132137 0.0005375427135732026 0.0045489775948226461 0.0087224207818508166 0.0013146653072908523 0.0019672545604407792 0.0063990866765379914 0.00066645268816500913 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 9 8 7 -7 -6 -1 -11
right_child=1 -3 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=0.00017063984810447761 -0.00062533245078395035 0.0012376283441320269 0.000389714199303147 -3.8406152022399976e-05 0.00075743846869543352 0.00010683031075044539 -0.00045144878345004693 0.0015679542943330047 -0.00019521092232506715 -0.0012768342971274794 -0.00010058309920935457
leaf_weight=903.56677186489105 31.082210063934326 26.7355717420578 92.230228662490845 6174.6383603811264 348.21817445755005 324.06342029571533 195.74860143661499 47.920748829841614 94.544063925743103 85.663432478904724 1235.5880994796753
leaf_count=434 28 16 75 2943 152 203 144 27 69 61 628
internal_value=0 0.000330978 0.000133562 -5.30052e-06 5.78812e-05 0.000264065 3.78795e-05 0.00029543 0.000554019 -3.57737e-05 -0.000176936
internal_weight=0 150.048 123.312 9409.95 3235.31 1010.5 567.733 371.984 442.762 2224.82 1321.25
internal_count=4780 119 103 4661 1718 595 374 230 221 1123 689
is_linear=0
shrinkage=0.06


Tree=1255
num_leaves=12
num_cat=0
split_feature=97 39 32 106 33 141 46 54 17 11 99
split_gain=0.00435631 0.00499895 0.00818363 0.0208952 0.0275829 0.0218718 0.0318089 0.0409286 0.0332168 0.0368907 0.0274357
threshold=0.091400381177663817 0.028884131461381916 0.0015833032084628942 0.004017772153019906 0.0011261500185355546 0.007706565549597145 0.0095705352723598498 0.0045489775948226461 0.0021592099219560628 0.0014427106943912806 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 -4 -10 -8
right_child=-2 -3 3 4 -6 -7 10 -9 9 -11 -12
leaf_value=2.654024864318293e-05 0.00032101174494763288 0.00018730857425313199 -0.00065970229678088662 0.00051300979244635044 -9.8379568932364193e-05 3.7172686325798998e-05 -0.00089513896512236773 0.00014777078273713824 -0.00059023441537248535 -0.0028480202505871705 0.00026911667825112943
leaf_weight=5864.8701391220093 149.68735074996948 462.00828981399536 422.59346282482147 392.9960412979126 819.28040063381195 727.89326858520508 92.511260867118835 180.86323821544647 46.810669898986816 58.83418333530426 341.65137827396393
leaf_count=3052 54 206 219 160 447 300 51 74 26 53 138
internal_value=0 -5.12686e-06 -1.50644e-05 -9.41973e-05 9.98467e-05 -0.000219912 -0.000383582 -0.000631195 -0.000897883 -0.00184911 2.08884e-05
internal_weight=0 9410.31 8948.3 3083.43 1212.28 1871.16 1143.26 709.102 528.238 105.645 434.163
internal_count=4780 4726 4520 1468 607 861 561 372 298 79 189
is_linear=0
shrinkage=0.06


Tree=1256
num_leaves=12
num_cat=0
split_feature=99 35 118 77 31 38 133 8 140 141 8
split_gain=0.00477069 0.00625963 0.00591056 0.0081919 0.00514241 0.0155229 0.0205509 0.0199273 0.016453 0.0131705 0.0121406
threshold=0.034632634371519096 0.00017767510871635753 0.00042089859198313212 0.00068727668258361529 0.010500331409275534 0.00085274505545385193 0.0087224207818508166 0.004017772153019906 0.016164712607860569 0.007706565549597145 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 7 10 8 9 -6 -7
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-2.6054809808502677e-05 0.00079087919691583322 0.00018165260391450255 0.0002175646947653626 -0.00076941070249808043 -0.00011004038380045978 -0.00050947762045659977 -0.0015632388963726037 0.00054527262084753589 -0.0010429056789286423 0.00094056892323767969 0.00057556264257888675
leaf_weight=8070.5641686916351 52.361064553260803 72.623517513275146 405.56756925582886 59.021538138389587 215.18200767040253 84.64703094959259 39.962841510772705 386.05453550815582 54.487545013427734 53.564820885658264 65.963043928146362
leaf_count=3988 31 25 236 37 113 52 36 178 41 24 19
internal_value=0 0.000165296 0.000104186 -0.000245006 -1.08851e-05 0.000125155 -0.000355484 0.000254325 -9.32283e-05 9.9632e-05 -3.41934e-05
internal_weight=0 589.574 537.213 131.645 8970.43 899.862 190.573 709.289 323.234 268.747 150.61
internal_count=4780 329 298 62 4451 463 107 356 178 137 71
is_linear=0
shrinkage=0.06


Tree=1257
num_leaves=12
num_cat=0
split_feature=51 71 3 4 140 117 91 108 143 104 131
split_gain=0.00491856 0.00800551 0.00718641 0.00541135 0.0209688 0.0152088 0.0141081 0.0253604 0.00993386 0.0232001 0.0114631
threshold=0.045367386192083366 0.010829726699739696 0.0011980500421486797 0.010180860292166473 0.00899649551138282 0.0031340263085439806 0.0038949446752667431 0.0038949446752667431 0.055838862434029586 0.0049928687512874612 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 -5 -6 7 -7 -1 10 -10
right_child=1 -3 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=-3.9794217805082886e-06 -0.00075290229113828141 0.00081118942494999883 0.00050152813046744555 -0.00070619804020454185 0.00085488546163074058 -0.001390345488909256 0.00078457540890486258 0.00025466453173669383 0.00038656234156109149 -0.0013405864734997355 -0.00048346261087975503
leaf_weight=8683.6228206157684 32.192288994789124 68.9185711145401 33.396045327186584 76.970155835151672 147.74822509288788 47.82707142829895 70.403359651565552 113.88379275798798 105.19051611423492 66.885768055915833 112.96106863021851
leaf_count=4419 29 54 22 37 28 35 23 46 22 36 29
internal_value=0 0.000360111 -0.000114385 -5.1606e-06 0.000196252 0.00037925 7.62556e-05 -0.000232417 -1.5422e-05 -0.000363894 -6.39604e-05
internal_weight=0 134.507 65.5883 9425.49 456.833 379.862 232.114 161.711 8968.66 285.037 218.152
internal_count=4780 105 51 4675 169 132 104 81 4506 87 51
is_linear=0
shrinkage=0.06


Tree=1258
num_leaves=12
num_cat=0
split_feature=75 98 81 19 56 86 64 68 148 58 45
split_gain=0.00457277 0.00988213 0.0115645 0.0161902 0.0090367 0.0127922 0.0125724 0.00665453 0.00650817 0.0139715 0.00585181
threshold=0.023343417793512348 0.00017767510871635753 0.00899649551138282 0.0011615398107096555 0.00087947337306104611 0.0011615398107096555 0.00043393640953581786 0.0012357163941487672 0.027182282879948619 0.0013560238294303419 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 8 5 7 -6 -3 9 -2 -1
right_child=1 4 -4 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-4.8278842563053013e-05 -0.0014263739046392917 0.00069323665323220212 0.00043591593052172509 -0.0014331930969826493 -0.00071522599555709965 0.0013318247941459004 0.00043467886525298517 3.381744350025323e-05 0.00026062325723169165 0.00019541553845771158 5.3524073314349056e-05
leaf_weight=5677.2012221813202 33.302367925643921 98.436365127563477 92.792293071746826 41.166597843170166 60.131617069244385 56.895057678222656 79.190313696861267 124.98458206653595 84.928063154220581 44.684189438819885 3166.2870143651962
leaf_count=2697 30 24 27 29 38 27 39 56 28 16 1769
internal_value=0 0.000145757 -0.000119143 -0.000371608 0.000333144 0.00052938 -6.17793e-05 0.000324529 -0.000102644 -0.000498072 -1.18295e-05
internal_weight=0 716.511 296.874 204.081 419.638 280.316 139.322 223.421 162.915 77.9866 8843.49
internal_count=4780 314 130 103 184 107 77 80 74 46 4466
is_linear=0
shrinkage=0.06


Tree=1259
num_leaves=12
num_cat=0
split_feature=112 145 150 15 127 60 51 62 134 82 1
split_gain=0.00499491 0.005146 0.00534967 0.00523985 0.00718109 0.00656229 0.00569313 0.00590158 0.0051646 0.0049865 0.0138491
threshold=0.0079489401541650313 0.00044738779251929378 0.0036604277556762104 0.0068083447404205808 0.001792412775103003 0.0014881226234138014 0.0015833032084628942 0.0005893622583243997 0.00055427959887310873 0.0087224207818508166 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 5 6 -3 7 -5 -6 -1 -11
right_child=1 3 -4 4 8 -7 -8 -9 -10 10 -12
leaf_value=-2.2784070700459539e-05 -0.00075752337299930632 0.0010729764722050411 0.0001823447115467459 -9.7544324261506534e-05 0.00093830175213712287 -1.6285824678199126e-05 -0.00044125924266000813 0.0010063616976100976 -2.2144053394484191e-05 0.00020217572760575272 -0.00085104626720448114
leaf_weight=8367.7327622175217 36.632604718208313 58.83418333530426 53.564820885658264 50.047229290008545 56.895057678222656 30.065808534622192 77.799202561378479 26.641894340515137 31.17588746547699 722.78316116333008 47.82707142829895
leaf_count=3997 33 53 24 37 27 19 62 24 20 449 35
internal_value=0 0.000201861 -0.000199788 0.000311185 0.000166623 0.000704986 -7.9911e-05 0.000286765 0.000598678 -9.33332e-06 0.000136707
internal_weight=0 421.657 90.1974 331.459 242.559 88.9 154.488 76.6891 88.0709 9138.34 770.61
internal_count=4780 299 57 242 170 72 123 61 47 4481 484
is_linear=0
shrinkage=0.06


Tree=1260
num_leaves=12
num_cat=0
split_feature=9 63 70 118 108 50 60 4 118 33 25
split_gain=0.00496867 0.00600127 0.0125925 0.0155245 0.0277727 0.0258608 0.0149407 0.0118949 0.0109531 0.0160143 0.0158558
threshold=0.0020932231564074759 0.00042089859198313212 0.017188700847327713 0.01884530205279589 0.011169348377734424 0.00017767510871635753 0.018276390619575981 0.0013986918493174019 0.0027679565828293566 0.0062037324532866487 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 8 -7 9 -1 -10
right_child=-2 -3 -4 4 -6 7 -8 -9 10 -11 -12
leaf_value=0.0001150174533953713 0.00012836087458955336 -4.1490703499906886e-05 0.0010280716257932286 -0.0019471620530485581 0.00070143820968608184 -0.0010901926661503393 -0.0006563422388698773 0.00029849976188052587 0.0008728057863457763 -0.00094782863150408986 8.4433528519497626e-05
leaf_weight=1160.1823596954346 974.61182343959808 6667.8084877729416 48.937150359153748 52.361064553260803 54.768577218055725 37.74268364906311 85.944464683532715 53.658498287200928 167.5422910451889 53.283788681030273 203.15849423408508
leaf_count=649 498 3266 36 31 17 34 37 16 62 48 86
internal_value=0 -1.45891e-05 7.89506e-05 5.40407e-05 -0.000447424 -0.000885285 0.000113674 -0.000275504 0.000155488 6.82732e-05 0.000440886
internal_weight=0 8585.39 1917.58 1868.64 198.531 143.762 1670.11 91.4012 1584.17 1213.47 370.701
internal_count=4780 4282 1016 980 98 81 882 50 845 697 148
is_linear=0
shrinkage=0.06


Tree=1261
num_leaves=12
num_cat=0
split_feature=0 39 143 32 58 40 100 78 71 121 47
split_gain=0.00466131 0.0126574 0.0213255 0.0180286 0.0206546 0.0145593 0.0222941 0.0222722 0.015137 0.00906932 0.0117416
threshold=0.00017767510871635753 0.00077738583786413084 0.022641776129603389 0.00017767510871635753 0.001792412775103003 0.00017767510871635753 0.00044738779251929378 0.00093549740267917525 0.0022975050378590827 0.00064626874518580746 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 8 -1 -3 -11
right_child=-2 9 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00044809908690611786 -1.309312948708906e-05 0.00069923410587413148 -0.0012514086573771871 -0.0019525530698848359 1.4021935197005138e-05 -0.0015803259372594665 0.00024371841817161634 0.0016588327595099903 0.00056604419484223276 -0.00064767901231116095 0.00049957703178304307
leaf_weight=79.00295889377594 8711.2014889717102 187.89842140674591 48.014426231384277 31.082210063934326 50.140906691551208 35.522525787353516 74.656320571899414 46.998024702072144 160.4134304523468 52.361064553260803 82.707905292510986
leaf_count=55 4363 48 19 28 29 32 43 10 96 31 26
internal_value=0 0.000134196 -4.73969e-05 7.38274e-05 -0.000740016 0.000240649 -0.000345268 0.000466083 0.000231348 0.000429774 5.46797e-05
internal_weight=0 848.798 525.831 477.816 81.2231 396.593 110.179 286.414 239.416 322.967 135.069
internal_count=4780 417 312 293 57 236 75 161 151 105 57
is_linear=0
shrinkage=0.06


Tree=1262
num_leaves=12
num_cat=0
split_feature=145 39 101 25 25 150 88 147 71 50 77
split_gain=0.00465831 0.0165358 0.0261133 0.0219519 0.0189135 0.0370307 0.0178256 0.0248422 0.0188973 0.0173222 0.0157352
threshold=0.00044738779251929378 0.00040826165059115743 0.000490355829242617 0.00052132029668428015 0.0017376682371832433 0.00017767510871635753 0.023343417793512348 0.00043393640953581786 0.0013560238294303419 0.021960759535431865 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 9 5 -3 7 8 -1 -4 -6
right_child=-2 4 3 -5 10 -7 -8 -9 -10 -11 -12
leaf_value=-0.0017704909703174262 -1.9507895386454509e-05 0.001362140991139927 -0.0015525297461797039 0.00075165288896844595 -0.00091973387874212296 0.0001871003014324792 0.00069345473728143494 -0.0019992323482659826 6.4841624758751336e-05 0.00027859722540336498 8.0696057648344622e-05
leaf_weight=27.751973271369934 7857.9489287137985 126.37569320201874 34.506124258041382 115.08754909038544 61.241696000099182 408.25611412525177 25.719170212745667 57.724104404449463 73.452564239501953 40.150196313858032 731.78556978702545
leaf_count=25 4039 33 23 39 39 198 7 52 50 20 255
internal_value=0 8.9974e-05 -0.000262153 0.000232126 0.000189284 0.000465058 -0.000769924 -0.00100703 -0.000439688 -0.000568694 3.33143e-06
internal_weight=0 1702.05 374.392 189.744 1327.66 534.632 184.648 158.929 101.205 74.6563 793.027
internal_count=4780 741 216 82 525 231 134 127 75 43 294
is_linear=0
shrinkage=0.06


Tree=1263
num_leaves=12
num_cat=0
split_feature=112 145 39 123 60 94 23 124 88 101 15
split_gain=0.00477151 0.00628844 0.01381 0.0276845 0.0278639 0.0262718 0.0259274 0.0142268 0.0206207 0.0147306 0.0271512
threshold=0.0079489401541650313 0.00044738779251929378 0.00040826165059115743 0.00038414125447161501 0.0033348383149132137 0.0012745757703669371 0.0081988852471113222 0.00017767510871635753 0.00017767510871635753 0.000490355829242617 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 10 -4
right_child=-2 -3 7 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00018266286110211189 0.0001972946990170685 -3.215574897156558e-05 -0.001402647806922648 0.00061428187090835135 0.00039403785644096916 -0.0026445224146436352 -0.0021463089330258996 3.8826037322701757e-05 0.0011190086348600687 0.00045980232349358585 0.00064102949009165052
leaf_weight=96.764221787452698 421.65668880939484 7526.4896655082703 48.937150359153748 93.80869460105896 69.293280720710754 29.972131133079529 32.192288994789124 833.91283142566681 123.04545640945435 239.24308443069458 44.684189438819885
leaf_count=71 299 3797 36 36 22 27 29 347 30 70 16
internal_value=0 -9.12228e-06 9.8427e-05 -0.000253 -0.000609602 -0.00104716 -0.000674144 0.000186181 0.000455642 0.000210163 -0.000427585
internal_weight=0 9138.34 1611.85 322.031 228.222 158.929 128.957 1289.82 455.91 332.864 93.6213
internal_count=4780 4481 684 185 149 127 100 499 152 122 52
is_linear=0
shrinkage=0.06


Tree=1264
num_leaves=12
num_cat=0
split_feature=124 142 0 49 146 52 115 17 114 72 17
split_gain=0.00449042 0.0103613 0.0138509 0.0103767 0.0263567 0.00952215 0.017561 0.0110033 0.0110529 0.0108899 0.0139884
threshold=0.02129978779703379 0.0017376682371832433 0.0044099434744566688 0.00087947337306104611 0.0032328735105693345 0.0060143163427710542 0.00899649551138282 0.0025217677466571335 0.017188700847327713 0.0033348383149132137 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 8 9 -3 -11
right_child=1 5 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-1.4777907264274519e-05 9.8983593307582491e-05 0.00018654026525719136 -0.00021271098723050106 2.8400721846043011e-05 -0.0025658239019720219 0.00069064250342691928 -0.00059888743232426502 -7.3891612201198171e-05 -2.335606107856296e-06 0.00049218667924987296 0.0015137245468572539
leaf_weight=8468.8155225515366 293.54327464103699 87.054543614387512 44.590512037277222 46.810669898986816 27.751973271369934 59.115215539932251 106.11324024200439 137.10177290439606 95.841497659683228 98.249010324478149 95.012450933456421
leaf_count=4274 127 38 24 26 25 29 39 75 54 40 29
internal_value=0 0.000114536 -0.000122509 -0.000667799 -0.00111771 0.000258718 -0.000137382 0.000386232 0.000553913 0.00074403 0.000994925
internal_weight=0 1091.18 412.696 119.153 72.3425 678.488 165.228 513.259 376.158 280.316 193.261
internal_count=4780 506 202 75 49 304 68 236 161 107 69
is_linear=0
shrinkage=0.06


Tree=1265
num_leaves=12
num_cat=0
split_feature=94 99 11 112 101 109 25 120 15 105 58
split_gain=0.00467889 0.0072075 0.0104466 0.00494179 0.00947373 0.0109638 0.0105984 0.00868059 0.00783948 0.00778162 0.00688476
threshold=0.055838862434029586 0.0030382014811038975 0.0019071503775194289 0.0038949446752667431 0.00085274505545385193 0.0084566329605877417 0.0038949446752667431 0.00073092587990686308 0.011169348377734424 0.00099512818269431613 0.044033329933881767
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 10 6 8 -5 -7 -6 -10 -1
right_child=1 2 -4 4 5 7 -8 -9 9 -11 -12
leaf_value=-3.1541693381080053e-05 0.00059873541394358989 0.00042842288709713796 -0.0006152507786480368 0.00020151256336441777 -0.00014555132154619468 0.00041943334363782662 0.0010236486753883462 -0.00047201409214098656 -0.00014065454617812664 -0.0016343424527830931 0.00024313585150930578
leaf_weight=8153.3657513856888 117.4013843536377 76.970155835151672 62.445452332496643 254.86381697654724 181.69228494167328 198.62450110912323 72.436162710189819 48.937150359153748 22.201578617095947 28.862052202224731 342.19939279556274
leaf_count=4006 33 37 32 173 99 90 41 36 20 26 187
internal_value=0 0.000252571 -3.91535e-05 -6.99154e-06 0.00013483 -3.48143e-05 0.00038372 0.000243096 -0.00033038 -0.000986457 -2.0475e-05
internal_weight=0 256.817 139.416 9303.18 807.618 480.318 327.3 247.562 232.756 51.0636 8495.57
internal_count=4780 102 69 4678 485 271 214 126 145 46 4193
is_linear=0
shrinkage=0.06


Tree=1266
num_leaves=12
num_cat=0
split_feature=35 94 63 102 142 89 112 21 39 1 58
split_gain=0.00440207 0.0158447 0.0123055 0.0247098 0.0196978 0.0191992 0.024228 0.0245348 0.0296897 0.0161303 0.034506
threshold=0.00057154725072905432 0.012252715881913902 0.0021592099219560628 0.00096484774257987748 0.036783467978239066 0.0010585968848317864 0.00046126570669002836 0.0068083447404205808 0.00064626874518580746 0.00039601318712811922 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 7 8 -5 -1 -11
right_child=-2 -3 -4 5 -6 -7 -8 -9 -10 10 -12
leaf_value=-9.1002447241478614e-05 -1.9504018968044005e-05 0.0010223925531684644 0.00031432799888823188 -0.0025275613610160853 -0.00069136160439236063 0.00031869572048588739 -4.5493143789026651e-05 3.0051262509502726e-05 -0.00062918378900105314 0.0011156795042440056 4.0812306147057583e-05
leaf_weight=337.57172226905823 7777.9436181783676 62.539129734039307 465.43220400810242 62.164420127868652 94.918773531913757 87.054543614387512 118.04307627677917 44.403157234191895 56.801380276679993 175.31284356117249 277.8148148059845
leaf_count=199 3878 24 201 56 37 38 74 40 35 69 129
internal_value=0 8.50414e-05 5.08923e-05 -4.68946e-05 0.000124899 -0.000459727 -0.000700559 -0.00117356 -0.00162245 0.000222962 0.000456828
internal_weight=0 1782.06 1719.52 1254.08 885.618 368.467 281.412 163.369 118.966 790.699 453.128
internal_count=4780 902 878 677 434 243 205 131 91 397 198
is_linear=0
shrinkage=0.06


Tree=1267
num_leaves=12
num_cat=0
split_feature=77 106 84 30 19 33 82 75 148 97 47
split_gain=0.00451488 0.0205192 0.0229776 0.0219738 0.0152346 0.0116369 0.0114481 0.0105383 0.0161016 0.0242002 0.0131615
threshold=0.020035739988088611 0.0016331639490090313 0.00064626874518580746 0.0014881226234138014 0.0016846025246195497 0.001792412775103003 0.00073092587990686308 0.0027679565828293566 0.013032016810029747 0.0042751494329422721 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 7 -4 10 -9 -10 -2
right_child=1 2 6 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-1.5517967317671276e-05 0.00011492390447359929 0.00067716739184151995 -0.00076207175956827429 0.0012604117486316019 -0.0009351712405624448 0.0004490820821677173 0.00031598350716479479 0.00013205816458375759 -0.0017397007449111719 0.00028904803987903196 -0.0009696213811386025
leaf_weight=8376.0091795921326 63.742886066436768 56.895057678222656 60.225294470787048 153.2049423456192 33.396045327186584 131.92608785629272 85.944464683532715 404.65889501571655 44.496834635734558 40.243873715400696 109.25612223148346
leaf_count=4344 17 27 30 41 22 38 37 122 32 12 58
internal_value=0 0.00010965 0.000466214 0.000823076 8.04355e-05 -6.53033e-05 -0.000128417 -0.000167803 -2.54793e-05 -0.000777031 -0.000570176
internal_weight=0 1183.99 389.666 243.496 90.2911 794.325 146.17 662.399 489.4 84.7407 172.999
internal_count=4780 436 157 90 49 279 67 241 166 44 75
is_linear=0
shrinkage=0.06


Tree=1268
num_leaves=12
num_cat=0
split_feature=51 79 71 35 35 147 146 133 116 34 109
split_gain=0.00449918 0.00655936 0.00779655 0.00450262 0.0135573 0.0239063 0.0169502 0.0227649 0.0234263 0.0291607 0.0189715
threshold=0.045367386192083366 0.0038949446752667431 0.012636432424187662 0.00057154725072905432 0.00017767510871635753 0.0053125319536775359 0.0012745757703669371 0.0022272822679951791 0.0038949446752667431 0.00077738583786413084 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 8 9 -8 -11
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.00022942768347273748 -0.00044166935160857212 0.00098784547265955212 0.00064878386234878808 -2.4896288467214376e-05 0.00029769579324076089 -0.0013116235599357905 -7.9296680838491346e-05 6.0467403267727552e-07 0.00039804211792444558 -0.001209186146553877 -0.0033889607920659891
leaf_weight=590.96480059623718 50.047229290008545 39.962841510772705 44.496834635734558 7652.3173441886902 656.00512039661407 51.157308220863342 35.709880590438843 346.92074072360992 34.599801659584045 30.065808534622192 27.751973271369934
leaf_count=306 37 36 32 3781 308 38 16 167 15 19 25
internal_value=0 0.000344419 7.16919e-05 -4.93378e-06 8.1213e-05 -4.59215e-05 1.4936e-05 -0.000251886 -0.000935002 -0.00142805 -0.0022595
internal_weight=0 134.507 94.5441 9425.49 1773.18 1117.17 1066.01 475.048 128.127 93.5277 57.8178
internal_count=4780 105 69 4675 894 586 548 242 75 60 44
is_linear=0
shrinkage=0.06


Tree=1269
num_leaves=12
num_cat=0
split_feature=124 12 47 53 82 7 7 147 71 30 32
split_gain=0.00446269 0.0165467 0.0152616 0.0202629 0.0279171 0.0195075 0.025577 0.0491747 0.0190378 0.0290627 0.0165154
threshold=0.00073092587990686308 0.00040826165059115743 0.00073092587990686308 0.00244467705488205 0.0010918468469753864 0.00093549740267917525 0.002945306478068233 0.0045489775948226461 0.0068083447404205808 0.00017767510871635753 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 10 7 8 9 -7 -4
right_child=1 -3 5 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.0003750296557846793 0.00039002731167969945 4.2763518324773683e-06 -0.00015588535459577324 -0.0017790864306653149 0.0003878911763949315 -0.00031557213999554144 4.1468665979839591e-05 -0.0026629178792106378 -0.00015063204467998312 -0.0024100556302716104 0.00015235432328670372
leaf_weight=503.92430686950684 432.67785060405731 5336.5521955490112 1539.1080346107483 39.962841510772705 45.887945771217346 59.021538138389587 260.24090671539307 42.1829993724823 206.11402142047882 39.962841510772705 1054.3642015457153
leaf_count=171 220 2665 861 36 9 37 97 38 121 36 489
internal_value=0 3.3213e-05 -5.05884e-05 0.000229857 -0.000621716 -0.000102265 -0.000408269 -0.000745202 -0.000479273 -0.00116275 -3.05709e-05
internal_weight=0 5769.23 3790.77 589.775 85.8508 3200.99 607.522 347.281 305.098 98.9844 2593.47
internal_count=4780 2885 1895 216 45 1679 329 232 194 73 1350
is_linear=0
shrinkage=0.06


Tree=1270
num_leaves=12
num_cat=0
split_feature=69 31 11 147 144 142 84 27 98 130 133
split_gain=0.00424143 0.00526128 0.00540226 0.00467761 0.0140965 0.0338533 0.0215775 0.0242399 0.0123754 0.00933257 0.0149998
threshold=0.04673989117145539 0.0019672545604407792 0.013860232196748258 0.037906534969806678 0.0027679565828293566 0.00017767510871635753 0.00070876078098081063 0.0013560238294303419 0.0013986918493174019 0.00090704852482303988 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 7 8 -7 10 -6
right_child=1 -3 -4 4 9 6 -8 -9 -10 -11 -12
leaf_value=-1.984158564377358e-05 -0.00046104930506107069 0.00082042746975256593 0.00049749486850272668 0.0015366522760163303 2.7537544221161311e-05 -0.0025584858310515619 0.0007655440253425094 0.00022807147450384924 -0.00057819171742929385 0.00048243904667041344 -0.00072081257122393971
leaf_weight=8366.0325191020966 39.962841510772705 50.140906691551208 44.777866840362549 78.267589569091797 543.41876137256622 22.201578617095947 90.478457808494568 70.309682250022888 23.311657547950745 113.97747015953064 117.1203521490097
leaf_count=4238 36 29 8 22 247 20 33 31 21 38 57
internal_value=0 0.000333931 4.54447e-05 -4.80194e-06 0.000113991 0.00047504 7.17318e-05 -0.000470453 -0.00154768 -1.87077e-05 -0.000105242
internal_weight=0 134.882 84.7407 9425.12 1059.09 284.569 206.301 115.823 45.5132 774.517 660.539
internal_count=4780 73 44 4707 469 127 105 72 41 342 304
is_linear=0
shrinkage=0.06


Tree=1271
num_leaves=12
num_cat=0
split_feature=51 92 93 34 40 42 80 108 66 50 68
split_gain=0.00433091 0.00825772 0.009145 0.00557305 0.00774847 0.0115832 0.0103221 0.00896561 0.00747925 0.00674334 0.0115938
threshold=0.027182282879948619 0.028020657598972324 0.000490355829242617 0.02636832278221846 0.0014427106943912806 0.0031340263085439806 0.0062037324532866487 0.011169348377734424 0.00047558375808876013 0.00899649551138282 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 9 -9 -6 -11
right_child=1 2 -4 4 7 -7 -8 8 -10 10 -12
leaf_value=-2.4153962073472565e-05 0.00032863578010222476 -0.0012373304572106726 0.00021351129130754487 -0.0015851071937457311 0.00050079433198529488 7.4251005077167803e-05 -0.00010448164761757786 0.00018406100001487855 -0.00060290985021427246 0.00067102840187392135 -0.00075495312033106547
leaf_weight=8223.019691824913 308.80334746837616 27.751973271369934 35.616203188896179 32.192288994789124 373.01462054252625 253.11204612255096 35.709880590438843 120.4505889415741 67.902169585227966 37.930038452148438 44.496834635734558
leaf_count=4093 165 25 24 29 142 131 16 60 45 18 32
internal_value=0 0.000200607 -0.000422831 -8.14699e-06 0.000128268 -0.000112505 -0.000807742 0.000248323 -9.98156e-05 0.00039229 -9.8747e-05
internal_weight=0 372.172 63.3682 9187.83 964.808 321.014 67.9022 643.794 188.353 455.441 82.4269
internal_count=4780 214 49 4566 473 176 45 297 105 192 50
is_linear=0
shrinkage=0.06


Tree=1272
num_leaves=12
num_cat=0
split_feature=146 29 42 23 44 143 29 117 47 148 15
split_gain=0.00445783 0.00724176 0.00797072 0.0142399 0.0212616 0.0172772 0.0129921 0.0146634 0.0166841 0.0205663 0.0252774
threshold=0.0010263677686452868 0.074787221848964705 0.00093549740267917525 0.0019672545604407792 0.00090704852482303988 0.0038949446752667431 0.034632634371519096 0.0056525857653468856 0.057509137317538268 0.0016331639490090313 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 9 10 -4
right_child=-2 -3 6 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00012254009799990764 -1.7700957586398119e-05 0.000757714454134787 0.00017798672693793 0.0013685728383522964 -0.00030099103411341648 0.000332305693628403 -0.0011436127100982608 0.00033807006836837161 0.00059455977267227158 -1.8444318644538362e-05 -0.0013615718178157882
leaf_weight=217.49584293365479 8058.9949923753738 56.98873507976532 58.005136609077454 106.11324024200439 85.757109880447388 127.5794495344162 36.726282119750977 309.91342639923096 85.569755077362061 303.53398501873016 113.32172834873199
leaf_count=107 4018 19 28 39 53 26 25 166 69 136 94
internal_value=0 9.49144e-05 6.87061e-05 0.000251902 0.000506797 0.000803229 -3.97535e-05 6.95259e-06 -0.00017618 -0.000315163 -0.000840533
internal_weight=0 1501 1444.02 536.946 319.45 233.693 907.07 870.344 560.431 474.861 171.327
internal_count=4780 762 743 225 118 65 518 493 327 258 122
is_linear=0
shrinkage=0.06


Tree=1273
num_leaves=12
num_cat=0
split_feature=10 107 50 88 15 133 33 50 125 81 2
split_gain=0.00429884 0.01105 0.0170246 0.0186251 0.0150131 0.0114341 0.011428 0.0240677 0.0149356 0.0180005 0.00858
threshold=0.037906534969806678 0.0031340263085439806 0.0013986918493174019 0.0020292587578296666 0.060991313308477409 0.0025217677466571335 0.00077738583786413084 0.0020292587578296666 0.0013986918493174019 0.0025217677466571335 0.028458753600716594
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 6 -4 7 -3 9 -8 -1
right_child=1 4 5 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=-1.6735129244903264e-05 -0.00080365417221273854 -0.0018383821419669111 0.0016259921206377241 0.00070836930104214947 0.0003734919659261077 0.00047100179410762251 0.0001691589232437386 0.00010957931320067845 0.00045534789922753238 -0.00160061725826254 0.00064825315408702016
leaf_weight=8776.3354861736298 59.021538138389587 45.513236165046692 52.54841935634613 58.098814010620117 194.91955471038818 74.843675374984741 45.606913566589355 45.700590968132019 99.359089255332947 37.74268364906311 70.309682250022888
leaf_count=4357 37 41 15 20 119 27 33 25 41 34 31
internal_value=0 0.000141661 0.000468568 -5.36342e-05 -2.88926e-05 0.00094833 -0.000315256 -0.00086335 -4.13078e-05 -0.000633196 -1.14428e-05
internal_weight=0 713.355 244.512 117.12 468.842 127.392 273.923 91.2138 182.709 83.3496 8846.65
internal_count=4780 392 99 57 293 42 174 66 108 67 4388
is_linear=0
shrinkage=0.06


Tree=1274
num_leaves=12
num_cat=0
split_feature=100 65 124 12 12 58 125 49 78 52 71
split_gain=0.00436834 0.00968635 0.00520677 0.0194578 0.029796 0.0254564 0.0181524 0.0249686 0.0215106 0.0478703 0.0391867
threshold=0.034632634371519096 0.0011261500185355546 0.00073092587990686308 0.0062037324532866487 0.0033348383149132137 0.0045489775948226461 0.0041444667149335155 0.00064626874518580746 0.000490355829242617 0.00017767510871635753 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 8 -1 -10 -11
right_child=1 -3 -4 -5 5 -7 -8 -9 9 10 -12
leaf_value=4.6683575576861333e-05 0.000322221129510975 -0.00057353849764278371 2.7661632298725566e-05 0.00063182114566777772 -0.0026947433081103535 -0.00026314704833746297 0.00013901269829600657 0.00064220775414488207 -0.0022377109794486081 0.00054314870535722057 -0.00040875074904421884
leaf_weight=758.77407395839691 322.12429463863373 50.140906691551208 5637.6786679029465 138.49288403987885 28.862052202224731 33.396045327186584 1039.3851609230042 130.72233152389526 46.623315095901489 178.92411255836487 1194.8758387565613
leaf_count=441 177 29 2815 52 26 22 427 45 42 48 656
internal_value=0 0.000201448 -8.18079e-06 -6.50996e-05 -9.34089e-05 -0.00139292 -6.92123e-05 -0.000162908 -0.000211232 -0.000349001 -0.000284745
internal_weight=0 372.265 9187.73 3550.06 3411.56 62.2581 3349.3 2309.92 2179.2 1420.42 1373.8
internal_count=4780 206 4574 1759 1707 48 1659 1232 1187 746 704
is_linear=0
shrinkage=0.06


Tree=1275
num_leaves=12
num_cat=0
split_feature=77 91 9 99 91 24 150 146 51 84 23
split_gain=0.00443887 0.0156827 0.0317827 0.0193352 0.0169646 0.0155825 0.025872 0.0241364 0.0266224 0.0254606 0.0228795
threshold=0.00017767510871635753 0.00087947337306104611 0.00017767510871635753 0.00050559637020342063 0.0016331639490090313 0.0015833032084628942 0.0041444667149335155 0.00055427959887310873 0.0005375427135732026 0.0005893622583243997 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 6 7 8 -1 10 -9
right_child=-2 4 3 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=0.00035768044961710904 -1.6978263787627493e-05 -0.0006694911168780961 0.0014625244887756081 0.00041351590389857273 5.1452347655439892e-05 0.00088049775977216472 0.00065292776223037363 -0.00095172857661165533 -0.001613743952007663 0.00057886708202789321 -0.0030291013773586653
leaf_weight=136.91441810131073 8156.3353284597397 150.04801046848297 101.67292451858521 167.44861364364624 540.35550689697266 60.225294470787048 103.61205017566681 61.148018598556519 29.972131133079529 24.515413880348206 27.751973271369934
leaf_count=91 3944 119 35 70 317 30 61 47 27 14 25
internal_value=0 9.85328e-05 0.000295828 0.000810223 -0.000105307 -1.59767e-05 -0.000156801 -0.000456239 2.86645e-06 -0.0011312 -0.0016029
internal_weight=0 1403.66 713.261 269.122 690.404 444.139 383.914 280.302 166.887 113.415 88.9
internal_count=4780 836 400 105 436 295 265 204 118 86 72
is_linear=0
shrinkage=0.06


Tree=1276
num_leaves=12
num_cat=0
split_feature=99 75 51 3 146 58 88 131 98 14 50
split_gain=0.00435853 0.00564847 0.00729036 0.00899173 0.00918909 0.00892117 0.00870809 0.00924413 0.0073872 0.0069631 0.0187578
threshold=0.023343417793512348 0.023343417793512348 0.00066645268816500913 0.00899649551138282 0.011519505176693203 0.001792412775103003 0.023343417793512348 0.00017767510871635753 0.0005375427135732026 0.00055427959887310873 0.12767273932695392
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 6 4 5 8 7 -3 -4 -1 -11
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=4.5941891387759957e-05 0.0001378406110509254 -0.00013204964534655139 0.00055491463457750404 -0.00011479699249186668 -0.00010002132067742379 0.0001321639144860956 0.00027444741202644295 -0.0013685910288315779 0.0013631611037831291 -5.2605845179424048e-05 -0.00089054723494463145
leaf_weight=3046.7872493267059 759.88415288925171 62.539129734039307 103.98675978183746 149.49999594688416 84.834385752677917 89.181024074554443 83.72430682182312 33.302367925643921 67.07312285900116 4981.2192103862762 97.967978119850159
leaf_count=1532 442 24 29 70 36 48 35 30 20 2450 64
internal_value=0 -1.19228e-05 0.000154956 0.000273832 0.000442186 0.000618907 -0.000172433 -0.000562693 0.000872442 -2.5769e-05 -6.87854e-05
internal_weight=0 8800.12 674.141 494.575 345.075 260.241 179.566 95.8415 171.06 8125.97 5079.19
internal_count=4780 4338 292 203 133 97 89 54 49 4046 2514
is_linear=0
shrinkage=0.06


Tree=1277
num_leaves=12
num_cat=0
split_feature=51 24 21 86 73 48 110 10 143 136 116
split_gain=0.00419117 0.00746322 0.00684866 0.0082944 0.00966029 0.0052434 0.0075951 0.00503424 0.0129149 0.0158743 0.0144574
threshold=0.027182282879948619 0.0081988852471113222 0.00066645268816500913 0.00017767510871635753 0.007706565549597145 0.0042751494329422721 0.0048403022810816774 0.037906534969806678 0.0049928687512874612 0.00075379351619631063 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 7 -7 -1 9 10 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-2.6429025884727962e-05 0.00039237057167746346 -0.00064320669762571252 0.00050474580779347959 -0.0012493962669382858 0.00023125452472631727 5.5014885050096306e-05 0.0010280267195816972 -0.00031218986039308153 0.00040995767783120709 -0.0013094832446482315 0.00049648830756151977
leaf_weight=8357.3532923460007 72.436162710189819 34.412446856498718 201.86106050014496 33.302367925643921 30.159485936164856 90.291103005409241 42.370354175567627 191.21460831165314 334.89722728729248 35.522525787353516 136.17904877662659
leaf_count=4117 41 31 101 30 11 49 22 148 140 32 58
internal_value=0 0.000197346 0.00028315 -4.61337e-05 -0.000546478 -8.0131e-06 0.000366323 -1.35012e-05 0.00014131 -0.000106642 2.42279e-05
internal_weight=0 372.172 337.759 135.898 63.4619 9187.83 132.661 9055.17 697.813 362.916 327.394
internal_count=4780 214 183 82 41 4566 71 4495 378 238 206
is_linear=0
shrinkage=0.06


Tree=1278
num_leaves=12
num_cat=0
split_feature=36 4 140 125 23 130 28 50 92 18 105
split_gain=0.00429797 0.0141416 0.0169379 0.0163063 0.0178845 0.0171459 0.0204062 0.0172739 0.0172233 0.0167932 0.0167829
threshold=0.0023699469165876512 0.0036604277556762104 0.0012357163941487672 0.012252715881913902 0.0063990866765379914 0.00017767510871635753 0.00039601318712811922 0.00017767510871635753 0.017188700847327713 0.00052132029668428015 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -4 10 -6 -8
right_child=1 -3 3 4 9 -7 8 -9 -10 -11 -12
leaf_value=-2.0632697825986149e-05 -9.0824012071921679e-05 -0.00027641969331142121 0.0010246667130049427 -0.0010643457684335912 0.00089085110723931716 -2.8176829544973677e-05 0.00038500502283998571 -0.0007095854066725988 -9.6337935232022586e-05 -0.00061239397394281662 0.0011598130785825647
leaf_weight=7571.5345146656036 640.55769276618958 335.81995141506195 29.049407005310059 60.131617069244385 60.318971872329712 232.02054643630981 158.56798219680786 71.045051574707031 76.970155835151672 47.920748829841614 276.06304395198822
leaf_count=3878 286 157 10 38 22 112 62 64 37 27 87
internal_value=0 7.84851e-05 0.000150615 0.000303417 -0.000235592 0.000410996 0.000577555 -0.000205751 0.000730819 0.000225372 0.000877291
internal_weight=0 1988.47 1652.65 1012.09 168.371 843.716 611.696 100.094 511.601 108.24 434.631
internal_count=4780 902 745 459 87 372 260 74 186 49 149
is_linear=0
shrinkage=0.06


Tree=1279
num_leaves=12
num_cat=0
split_feature=9 19 18 17 35 102 122 110 129 43 117
split_gain=0.00454139 0.0054937 0.0105625 0.00841251 0.00577786 0.015869 0.0145037 0.0397645 0.0138776 0.01684 0.0169204
threshold=0.0020932231564074759 0.086341444402933135 0.0021592099219560628 0.000490355829242617 0.00057154725072905432 0.00096484774257987748 0.00066645268816500913 0.0012745757703669371 0.00017767510871635753 0.00017767510871635753 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 8 -8 9 10 -1
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00058876397150178675 0.00012271720602742621 0.00080508478647767104 -0.00043341274789979108 -8.0803910366858915e-05 -4.711549085180309e-05 -0.00020038006501295225 -0.0020365726618967409 0.00031166236717664958 0.00060707470550199524 0.00033801225154456258 0.00044089946760184426
leaf_weight=178.36204814910889 974.61182343959808 115.08754909038544 56.895057678222656 58.005136609077454 6656.8810033798218 516.95017194747925 37.74268364906311 82.614227890968323 309.4590892791748 488.74386155605316 84.64703094959259
leaf_count=96 498 39 27 28 3337 304 34 34 109 222 52
internal_value=0 -1.39482e-05 0.000275279 0.000508339 -2.19126e-05 7.68604e-05 0.000198163 -0.000425799 0.000268963 0.000129717 -0.000257335
internal_weight=0 8585.39 229.988 173.093 8355.4 1698.52 1181.57 120.357 1061.21 751.753 263.009
internal_count=4780 4282 94 67 4188 851 547 68 479 370 148
is_linear=0
shrinkage=0.06


Tree=1280
num_leaves=12
num_cat=0
split_feature=26 71 103 102 99 124 27 0 116 128 150
split_gain=0.00460278 0.00806064 0.0124596 0.014059 0.0141771 0.0106535 0.0136169 0.0171825 0.00877684 0.0152583 0.0108252
threshold=0.00087947337306104611 0.072653736919164671 0.00042089859198313212 0.00096484774257987748 0.0013146653072908523 0.0053125319536775359 0.001792412775103003 0.011519505176693203 0.0034400182776153092 0.0012745757703669371 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 -8 9 10 -4
right_child=1 -3 8 5 -6 -7 7 -9 -10 -11 -12
leaf_value=-1.5241668416425386e-05 -0.00033839771579418444 0.00047961970094123689 -0.00080616726878158856 0.00020639667332032232 -0.0022932844320232952 0.00056733148692790253 -0.0017666688195741671 -0.0001871382783298021 -2.1406863252754468e-05 0.00094091253330386908 0.00032332702806295863
leaf_weight=8432.0096129179001 33.396045327186584 181.78596234321594 38.946439981460571 101.48556971549988 22.201578617095947 69.199603319168091 38.946439981460571 67.99584698677063 308.7096700668335 125.07825946807861 140.24465489387512
leaf_count=4160 22 91 27 51 20 30 27 37 173 48 94
internal_value=0 0.000113807 4.34838e-05 -0.000251771 -0.00112175 -7.72077e-05 -0.000291369 -0.000763488 0.000204004 0.000432636 7.75234e-05
internal_weight=0 1127.99 946.204 333.225 55.5976 277.627 208.428 106.942 612.979 304.269 179.191
internal_count=4780 620 529 187 42 145 115 64 342 169 121
is_linear=0
shrinkage=0.06


Tree=1281
num_leaves=12
num_cat=0
split_feature=119 117 114 78 30 80 33 8 67 60 117
split_gain=0.00449454 0.00562712 0.00464923 0.014805 0.00964817 0.0205835 0.0346697 0.0540738 0.0204217 0.0345138 0.0302748
threshold=0.0034400182776153092 0.0042751494329422721 0.0092791137285530585 0.12087306752800943 0.0026833302108570938 0.0022272822679951791 0.00066645268816500913 0.00068727668258361529 0.00087947337306104611 0.013860232196748258 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6 7 -7 9 10 -8
right_child=1 -3 3 -5 5 6 8 -9 -10 -11 -12
leaf_value=7.2887218241849231e-06 -0.00016641202295995819 0.0006999600732113258 0.00013973674931999164 -0.00073262473771430975 1.2230037121299825e-05 -0.00012454749080676329 0.00027954302700217864 -0.00330868663904125 4.4935345487882263e-05 0.0005721650298561691 -0.0020217191866206395
leaf_weight=6658.913806438446 43.293078303337097 71.419761180877686 1361.7764378786087 73.733596444129944 846.48435938358307 40.243873715400696 27.939328074455261 36.632604718208313 276.98576807975769 44.777866840362549 77.799202561378479
leaf_count=3355 39 32 677 26 423 12 9 33 104 8 62
internal_value=0 0.000373128 -4.55076e-06 9.48808e-05 -2.23718e-05 -0.00016857 -0.000471943 -0.00164416 -0.000260812 -0.000823115 -0.00141397
internal_weight=0 114.713 9445.29 1435.51 8009.78 1350.86 504.379 76.8765 427.502 150.516 105.739
internal_count=4780 71 4709 703 4006 651 228 45 183 79 71
is_linear=0
shrinkage=0.06


Tree=1282
num_leaves=12
num_cat=0
split_feature=67 91 19 39 84 109 53 50 125 93 97
split_gain=0.00436745 0.00814872 0.0123825 0.00693116 0.0105743 0.0208547 0.00872905 0.0118677 0.0082668 0.00599018 0.00868181
threshold=0.0044099434744566688 0.0020292587578296666 0.0026012937305495147 0.0010918468469753864 0.00093549740267917525 0.0017376682371832433 0.00017767510871635753 0.00066645268816500913 0.0022975050378590827 0.010829726699739696 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 6 5 -5 7 -2 -6 -1 -11
right_child=1 2 -4 4 8 -7 -8 -9 -10 10 -12
leaf_value=-3.319764358365371e-05 -0.0011334902422818448 0.00088343172779711083 2.0600198609440342e-05 9.0149303825156203e-05 -0.00047721705747845168 -0.0014096010941300073 0.00047797007977891718 0.0004389996394024884 0.00040593367417395416 7.3221056553170847e-05 0.00084401657349156332
leaf_weight=7435.9315801858902 33.302367925643921 112.96106863021851 127.29841732978821 74.843675374984741 55.691301345825195 60.131617069244385 172.07628417015076 35.709880590438843 120.63794374465942 1276.6469700336456 54.768577218055725
leaf_count=3675 30 29 50 27 34 38 58 16 44 762 17
internal_value=0 0.000134848 0.00042647 7.95482e-06 -0.000179058 -0.00057854 0.000249408 -0.000320359 0.00012689 -1.22115e-05 0.000104989
internal_weight=0 792.653 240.259 552.393 311.305 134.975 241.089 69.0122 176.329 8767.35 1331.42
internal_count=4780 326 79 247 143 65 104 46 78 4454 779
is_linear=0
shrinkage=0.06


Tree=1283
num_leaves=12
num_cat=0
split_feature=107 98 43 4 51 24 79 118 94 107 52
split_gain=0.0043063 0.00706271 0.00515408 0.00460049 0.0156111 0.0187043 0.0248126 0.0260692 0.0242982 0.0292582 0.0552156
threshold=0.048151826485991485 0.00043393640953581786 0.00075379351619631063 0.0005375427135732026 0.0015833032084628942 0.0081988852471113222 0.012636432424187662 0.0027679565828293566 0.00043393640953581786 0.00087947337306104611 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 8 -5 10 -10
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=5.2853616514269117e-05 0.0011810947559997473 -0.00057725569795622227 0.0003387660661939267 -3.7432833630317232e-05 3.5936446420245906e-05 0.0002067351331189755 0.00045291660746487147 2.7636093172346023e-05 -8.5166400501423046e-05 -0.0005414153205907027 -0.0033518190283404947
leaf_weight=3235.3133127689362 27.751973271369934 28.862052202224731 93.433984994888306 316.9486095905304 3957.5765591859818 403.08042907714844 166.43221211433411 536.94564259052277 35.709880590438843 719.0922646522522 38.852762579917908
leaf_count=1718 25 26 68 140 1924 161 61 225 16 381 35
internal_value=0 0.000318775 0.000122289 -5.10257e-06 -3.54701e-05 -0.000162931 -0.00024508 -0.000315613 -0.000481553 -0.000658886 -0.00178955
internal_weight=0 150.048 122.296 9409.95 6174.64 2217.06 1813.98 1647.55 1110.6 793.655 74.5626
internal_count=4780 119 94 4661 2943 1019 858 797 572 432 51
is_linear=0
shrinkage=0.06


Tree=1284
num_leaves=12
num_cat=0
split_feature=20 142 59 117 110 70 115 52 95 131 42
split_gain=0.00434244 0.00759064 0.0104425 0.00750644 0.00986002 0.0121292 0.0116904 0.0107913 0.0170567 0.0131413 0.00822856
threshold=0.0042751494329422721 0.055838862434029586 0.023343417793512348 0.0042751494329422721 0.00075379351619631063 0.0041444667149335155 0.00747153488919139 0.0033348383149132137 0.00087947337306104611 0.0015349716995842757 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 8 -2 -10 -9
right_child=1 -3 -4 -5 5 -7 -8 10 9 -11 -12
leaf_value=-1.6972613320242059e-05 0.00050210193862915066 0.00068807884131850646 -0.00081547186272541033 -1.3409377789320628e-05 0.00067778500835707098 0.0011613314665100372 -0.00064861280135951836 5.6870416081382587e-05 -0.0018782821990780006 -0.00032235534704873846 0.00099662953002636629
leaf_weight=8130.5084309577942 61.148018598556519 73.920951247215271 46.810669898986816 830.56854474544525 64.665610194206238 83.72430682182312 37.836361050605774 79.377668499946594 27.751973271369934 65.682011723518372 58.005136609077454
leaf_count=4042 47 10 26 441 34 35 26 23 25 43 28
internal_value=0 9.64199e-05 6.41076e-05 9.56276e-05 0.000284977 0.000625993 0.000188019 6.73238e-05 -0.000276479 -0.000786014 0.000454087
internal_weight=0 1429.49 1355.57 1308.76 478.191 186.226 102.502 291.965 154.582 93.434 137.383
internal_count=4780 738 728 702 261 95 60 166 115 68 51
is_linear=0
shrinkage=0.06


Tree=1285
num_leaves=12
num_cat=0
split_feature=108 104 10 46 39 24 22 37 37 121 40
split_gain=0.00429162 0.00963055 0.0104911 0.0122343 0.0110592 0.0103748 0.0144333 0.0110033 0.00903476 0.00854062 0.00623021
threshold=0.021960759535431865 0.0049928687512874612 0.0035485138650983576 0.0020292587578296666 0.0056525857653468856 0.0054799309000372895 0.00073092587990686308 0.0012745757703669371 0.00017767510871635753 0.0025217677466571335 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -4 -2 6 7 -3 -8 -7 -1
right_child=1 5 3 -5 -6 9 8 -9 -10 -11 -12
leaf_value=-6.5821609995110391e-05 0.00021620709201870881 6.3876765179677957e-05 -0.0014675686775841527 -8.6795028719584557e-05 -0.0008407621225923255 -0.00056705663062715469 0.0020161027794900485 0.00088994372608259826 0.0006057137096134893 0.00026859759912882297 3.6202756002833052e-05
leaf_weight=4180.4354419708252 261.16363084316254 208.24050188064575 38.852762579917908 56.801380276679993 41.166597843170166 75.672722101211548 31.269564867019653 80.394070029258728 34.412446856498718 105.0031613111496 4446.5874030590057
leaf_count=2052 114 131 35 35 29 52 12 32 31 38 2219
internal_value=0 0.000122222 -0.000101267 -0.000648584 7.20552e-05 0.000288465 0.0004771 0.000294192 0.00127921 -8.15207e-05 -1.32358e-05
internal_weight=0 932.977 397.984 95.6541 302.33 534.992 354.317 288.635 65.682 180.676 8627.02
internal_count=4780 509 213 70 143 296 206 163 43 90 4271
is_linear=0
shrinkage=0.06


Tree=1286
num_leaves=12
num_cat=0
split_feature=16 99 16 135 145 52 65 24 93 124 118
split_gain=0.00415974 0.00462459 0.00908384 0.00570253 0.00714618 0.00607785 0.00813397 0.0110491 0.0208228 0.0215749 0.00568678
threshold=0.012086483649909498 0.017188700847327713 0.00070876078098081063 0.0053125319536775359 0.0016331639490090313 0.016164712607860569 0.021960759535431865 0.00017767510871635753 0.0011261500185355546 0.0010585968848317864 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 10 -8 9 -9 -3
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=-1.8191392609342944e-05 0.00050051449555263265 0.00015965788638719219 -0.00067464926256407718 0.00030105875267511477 -0.00094485528611523348 -0.00021036034729350853 0.00060972834429815642 -0.0027345981843450201 0.00032661233371948715 -0.0001232793721972178 0.00049869360758617021
leaf_weight=8413.498930811882 59.302570343017578 362.55552315711975 50.140906691551208 30.065808534622192 36.726282119750977 120.4505889415741 43.574110507965088 23.311657547950745 47.920748829841614 22.201578617095947 350.25097751617432
leaf_count=4208 13 173 29 19 25 60 15 21 27 20 170
internal_value=0 -3.14307e-06 0.000113302 0.000151461 -0.000384408 0.000188385 0.00024492 -0.00017838 -0.000546183 -0.00146385 0.000326296
internal_weight=0 9500.7 1087.2 1037.06 66.7921 970.265 849.815 137.008 93.434 45.5132 712.807
internal_count=4780 4767 559 530 44 486 426 83 68 41 343
is_linear=0
shrinkage=0.06


Tree=1287
num_leaves=12
num_cat=0
split_feature=64 15 1 84 45 16 38 85 99 37 52
split_gain=0.00413432 0.00966656 0.0106708 0.0100946 0.00867261 0.00834993 0.0101719 0.0253714 0.0209579 0.0118322 0.0102982
threshold=0.0010585968848317864 0.0014881226234138014 0.0079489401541650313 0.00064626874518580746 0.0026833302108570938 0.00070876078098081063 0.000490355829242617 0.0053125319536775359 0.0068083447404205808 0.0023699469165876512 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 -3 -1 9 8 -8 10 -7
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=4.7487268279333151e-06 -0.00065922765092574058 -0.00049164010184703059 0.0010280746742009044 0.00019722677375671798 0.00056491557553684608 -0.00043221711194739036 -0.00066758657488382182 -5.8467254047392621e-05 -0.0029068426660929952 0.00080432588419224681 0.00048095975501744433
leaf_weight=8680.6672934293747 73.63991904258728 47.920748829841614 79.471345901489258 150.89110708236694 66.885768055915833 187.33635699748993 36.632604718208313 103.79940497875214 25.531815409660339 49.030827760696411 58.192491412162781
leaf_count=4384 34 27 15 47 36 96 33 45 23 28 12
internal_value=0 0.000184302 0.000494077 -8.38348e-05 0.00012386 -8.46069e-06 -0.000257399 -0.000632917 -0.00159047 -4.56787e-05 -0.000215678
internal_weight=0 418.809 194.278 224.531 114.807 9141.19 460.524 165.964 62.1644 294.56 245.529
internal_count=4780 159 78 81 63 4621 237 101 56 136 108
is_linear=0
shrinkage=0.06


Tree=1288
num_leaves=12
num_cat=0
split_feature=112 58 17 141 109 117 142 9 81 40 11
split_gain=0.00433269 0.00596108 0.012375 0.0138857 0.0123812 0.0110228 0.0234809 0.0160744 0.00838333 0.00663152 0.0185693
threshold=0.0062037324532866487 0.044033329933881767 0.0016331639490090313 0.0038949446752667431 0.0026012937305495147 0.014293605927377941 0.0020932231564074759 0.00040826165059115743 0.0015833032084628942 0.0031340263085439806 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 8 6 -6 -8 -3 10 -1
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=2.1256520036511325e-05 0.00016544847941280582 0.001317995005329746 0.0012086308903093508 0.00011487835222191634 5.2892775530207098e-05 0.00050930495239605615 -0.0025147617196297867 -0.00042499196729076024 -0.00010724001980001679 2.9598051437078464e-05 -0.00024401053442233572
leaf_weight=2595.7064439058304 537.57328462600708 33.302367925643921 75.953754305839539 92.792293071746826 83.443274617195129 44.590512037277222 28.862052202224731 24.515413880348206 26.7355717420578 4518.1945190429688 1498.3301962614059
leaf_count=1255 363 30 28 27 59 24 26 14 16 2235 703
internal_value=0 -9.87504e-06 0.000213564 0.000607608 -6.19657e-05 -0.000309149 -0.000576064 -0.00155755 0.000684199 -2.05197e-05 -7.58292e-05
internal_weight=0 9022.43 410.195 168.746 241.449 181.411 136.821 53.3775 60.0379 8612.23 4094.04
internal_count=4780 4417 224 55 169 123 99 40 46 4193 1958
is_linear=0
shrinkage=0.06


Tree=1289
num_leaves=12
num_cat=0
split_feature=9 10 103 105 84 87 28 46 88 18 46
split_gain=0.00429789 0.00594194 0.0105247 0.0152652 0.00926332 0.00740596 0.00729802 0.00721518 0.00656426 0.00611103 0.00767222
threshold=0.0020932231564074759 0.004017772153019906 0.0010918468469753864 0.0092791137285530585 0.00064626874518580746 0.004017772153019906 0.0010918468469753864 0.0081988852471113222 0.0017376682371832433 0.00085274505545385193 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 6 -6 -3 -2 -8 -9 -11
right_child=1 4 3 -5 5 -7 8 9 -10 10 -12
leaf_value=-1.3568774923877179e-05 -0.00023416877941761244 0.00093293605880873424 -0.001654278169006452 0.00032124438408670519 0.00027573799904720875 -0.00074008223120746277 -0.00030399783395019788 0.00039551318304328502 0.00068893865668801727 0.00025291442274115916 -0.0005981012682686732
leaf_weight=8585.3878601789474 174.7507791519165 102.68932604789734 31.082210063934326 25.625492811203003 69.012248516082764 41.166597843170166 46.716992497444153 272.73280715942383 49.030827760696411 100.46916818618774 61.335373401641846
leaf_count=4282 117 44 28 15 46 29 34 84 28 42 31
internal_value=0 0.000119382 1.85188e-05 -0.000762571 0.00033697 -0.000104134 0.000581814 9.13296e-05 0.000204656 0.000222254 -6.98509e-05
internal_weight=0 974.612 665.996 56.7077 308.616 110.179 198.437 609.288 95.7478 434.537 161.805
internal_count=4780 498 317 43 181 75 106 274 62 157 73
is_linear=0
shrinkage=0.06


Tree=1290
num_leaves=12
num_cat=0
split_feature=34 7 7 101 68 98 118 59 141 52 3
split_gain=0.00418522 0.00965283 0.0188077 0.0161129 0.0364246 0.0399691 0.0259667 0.0211618 0.0161077 0.0153169 0.013726
threshold=0.00077738583786413084 0.00017767510871635753 0.0013986918493174019 0.00085274505545385193 0.00082683752407319855 0.0011261500185355546 0.01884530205279589 0.0044099434744566688 0.0005893622583243997 0.0037758676335215573 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 8 -6 10 -7 -5 -4 -1
right_child=-2 2 9 4 5 7 -8 -9 -10 -11 -12
leaf_value=0.00043703451810216099 -1.7045693275292026e-05 0.00051523115356645892 0.00014679085602319243 0.0011782454262094109 -0.0034488920321262958 -2.1923208425012983e-05 -0.0012980899054083122 -0.0019431382410572723 -0.00027182543749799899 -0.00073349610938282033 -0.00049029695349905303
leaf_weight=341.08931386470795 8073.8803555965424 413.6332038640976 293.63695204257965 43.574110507965088 23.311657547950745 61.054341197013855 41.166597843170166 31.082210063934326 74.749997973442078 93.80869460105896 69.012248516082764
leaf_count=186 4088 122 119 15 21 55 29 28 35 36 46
internal_value=0 9.2516e-05 0.000233911 -7.28397e-05 -0.000477028 -0.00123478 0.000136603 -0.000671448 0.000262723 -6.64793e-05 0.000280901
internal_weight=0 1486.12 801.079 685.04 233.772 115.448 451.268 92.1366 118.324 387.446 410.102
internal_count=4780 692 277 415 154 104 261 83 50 155 232
is_linear=0
shrinkage=0.06


Tree=1291
num_leaves=12
num_cat=0
split_feature=146 125 9 93 129 146 54 46 45 17 143
split_gain=0.00438051 0.00734103 0.0285452 0.0296043 0.0310006 0.0772765 0.0348685 0.0263883 0.0259819 0.0257941 0.0422592
threshold=0.0010263677686452868 0.00075379351619631063 0.00044738779251929378 0.0048403022810816774 0.00057154725072905432 0.0018488886416889729 0.0062037324532866487 0.015200819820165636 0.00082683752407319855 0.00040826165059115743 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 9 -7 -6 -11
right_child=1 -3 -4 -5 7 6 -8 -9 -10 10 -12
leaf_value=9.4089780502952945e-05 -0.0026673079065578959 1.4207180169003363e-05 0.00010255198682331415 0.00015588681067717501 1.9687588292445161e-06 -0.00029075189022804916 0.00017060836430245183 0.00066696889198999542 -0.0021652361561077262 -0.00033187974358998379 -0.0030509190881154373
leaf_weight=1501.0046912431717 76.595446228981018 6163.9919081926346 986.91636908054352 275.21994733810425 132.75513458251953 50.234584093093872 132.75513458251953 94.918773531913757 56.614025473594666 56.801380276679993 32.192288994789124
leaf_count=762 69 2990 501 159 63 21 63 37 51 35 29
internal_value=0 -1.75447e-05 -0.000120821 -0.00036357 -0.000589459 -0.00100961 -0.000478791 -0.000169744 -0.00128505 -0.000528035 -0.00131778
internal_weight=0 8058.99 1895 908.087 632.867 316.199 239.604 316.668 106.849 221.749 88.9937
internal_count=4780 4018 1028 527 368 204 135 164 72 127 64
is_linear=0
shrinkage=0.06


Tree=1292
num_leaves=12
num_cat=0
split_feature=81 19 116 101 46 65 71 7 107 124 117
split_gain=0.00399581 0.0100532 0.0174427 0.0224617 0.0366405 0.0213844 0.0194586 0.0183934 0.0278168 0.0554168 0.0181122
threshold=0.010180860292166473 0.011880517937242987 0.0014427106943912806 0.0049928687512874612 0.010829726699739696 0.000490355829242617 0.045367386192083366 0.0051502294372767219 0.0010263677686452868 0.000490355829242617 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 7 8 9 -4 -10
right_child=1 -3 3 4 -6 -7 -8 -9 10 -11 -12
leaf_value=2.1307715133958068e-05 0.00017238665108308693 9.6874115285712625e-05 -0.00028659627293017002 -0.00071223226517444851 6.3824837493622999e-05 -0.0030534689986470333 0.00068308036256343985 9.0565069245084084e-05 0.0002723960109721848 -0.002983816858308425 -0.00056299927318852433
leaf_weight=7340.8910294771194 390.96323823928833 816.05789113044739 71.513438582420349 23.311657547950745 51.344663023948669 35.522525787353516 81.504148960113525 295.1217405796051 144.1369560956955 44.403157234191895 265.22923696041107
leaf_count=3840 142 339 24 21 22 32 33 88 49 40 150
internal_value=0 -7.05701e-05 -0.000167961 -0.000299439 -0.00110777 -0.00212859 -0.00020058 -0.000288441 -0.000501356 -0.00132148 -0.000268864
internal_weight=0 2219.11 1403.05 1012.09 110.179 58.8342 901.909 820.405 525.283 115.917 409.366
internal_count=4780 940 601 459 75 53 384 351 263 64 199
is_linear=0
shrinkage=0.06


Tree=1293
num_leaves=12
num_cat=0
split_feature=108 44 60 96 145 105 98 117 76 108 67
split_gain=0.00396948 0.00860405 0.00834933 0.0067217 0.00926667 0.00842836 0.00695174 0.00810243 0.0054303 0.00674205 0.0168292
threshold=0.021960759535431865 0.04673989117145539 0.0070226341485977182 0.0070226341485977182 0.0026833302108570938 0.011169348377734424 0.012636432424187662 0.022641776129603389 0.019431582652032379 0.013032016810029747 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 5 -5 6 -2 -8 9 -1 -11
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 -12
leaf_value=-6.9432465782068296e-07 0.00013658625292444659 -0.00076867616388589838 -0.00042401497019751077 0.0002081746325363268 -0.00082047033987356073 0.0011714423832887419 0.00018482625009097955 0.0011122635137011574 0.00061625628536420669 7.4829233789063708e-05 -0.00052325952307280272
leaf_weight=7895.0780202150345 505.94306004047394 37.74268364906311 81.410471558570862 84.834385752677917 50.047229290008545 36.81995952129364 72.436162710189819 63.742886066436768 49.030827760696411 372.3588787317276 310.55511832237244
leaf_count=3838 286 34 41 36 37 17 41 17 28 198 207
internal_value=0 0.000117537 0.000154981 0.000212946 -0.000173825 0.000289798 0.000239069 0.00061944 -1.27374e-05 -1.63398e-05 -0.000197188
internal_weight=0 932.977 895.234 813.824 134.882 678.942 642.122 136.179 8627.02 8577.99 682.914
internal_count=4780 509 475 434 73 361 344 58 4271 4243 405
is_linear=0
shrinkage=0.06


Tree=1294
num_leaves=12
num_cat=0
split_feature=26 103 144 112 82 52 23 139 149 145 80
split_gain=0.00446311 0.00952626 0.0178823 0.0311788 0.0485972 0.0257196 0.0226611 0.0160255 0.0151556 0.0159489 0.0268513
threshold=0.00087947337306104611 0.00017767510871635753 0.00044738779251929378 0.00017767510871635753 0.0026012937305495147 0.0079489401541650313 0.094028618186712279 0.00085274505545385193 0.0016331639490090313 0.015675474889576439 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4 8 -5 10 -10
right_child=-2 2 6 7 -6 -7 -8 -9 9 -11 -12
leaf_value=1.3722079668692708e-05 0.00011206065031805477 -0.0012676763504064412 -6.3388724809522985e-05 0.00066634710304469091 -0.00013130788045063099 -0.0036346254036125811 0.0013707497680526886 0.00088057425313599412 -6.1202526961630772e-05 0.00076829183784355706 -0.0013359488568047411
leaf_weight=7008.9118515253067 1127.9900707006454 35.522525787353516 874.97170197963715 48.937150359153748 72.436162710189819 31.082210063934326 41.447630047798157 46.998024702072144 129.05018818378448 32.379643797874451 110.27252376079559
leaf_count=3355 620 32 481 36 41 28 5 10 92 13 67
internal_value=0 -1.50154e-05 -0.000156542 -0.000442544 -0.00120754 -0.00237605 1.61669e-06 -0.000152972 -0.000304692 -0.00047977 -0.000648879
internal_weight=0 8432.01 1423.1 506.678 139.041 66.6047 916.419 367.638 320.64 271.702 239.323
internal_count=4780 4160 805 319 101 60 486 218 208 172 159
is_linear=0
shrinkage=0.06


Tree=1295
num_leaves=12
num_cat=0
split_feature=124 125 115 63 142 60 38 94 110 21 99
split_gain=0.00390269 0.0103837 0.00924416 0.0147618 0.00725095 0.0141215 0.0119565 0.0119311 0.00950169 0.00946831 0.0100933
threshold=0.02129978779703379 0.00062670491752214741 0.0063990866765379914 0.00099512818269431613 0.0017376682371832433 0.0070226341485977182 0.00077738583786413084 0.0014427106943912806 0.0011261500185355546 0.00066645268816500913 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 8 -3 -6 10 -9
right_child=1 4 3 -5 5 -7 -8 9 -10 -11 -12
leaf_value=-1.3782213194635671e-05 0.00038336561257615743 0.00032716627598571241 -0.0001502195568506789 -0.0014296206608807299 0.00092177952095081098 -0.00022619044123773046 -4.9127961173353873e-05 -0.0014957555980444452 0.00026539982524522576 0.00010618751624927878 -8.2118960178184102e-05
leaf_weight=8468.8155225515366 61.335373401641846 147.37351548671722 128.22114145755768 43.386755704879761 203.43952643871307 129.5185751914978 112.68003642559052 43.386755704879761 130.34762191772461 60.225294470787048 31.269564867019653
leaf_count=4274 31 60 67 31 62 52 53 31 77 30 12
internal_value=0 0.000106772 -0.000248425 -0.000474328 0.000203198 0.000325264 0.000485254 -4.5926e-05 0.000665612 -0.000453512 -0.00090456
internal_weight=0 1091.18 232.943 171.608 858.241 575.986 446.467 282.255 333.787 134.882 74.6563
internal_count=4780 506 129 98 377 244 192 133 139 73 43
is_linear=0
shrinkage=0.06


Tree=1296
num_leaves=12
num_cat=0
split_feature=107 58 118 147 81 145 54 138 144 84 145
split_gain=0.00417365 0.00749817 0.0117984 0.00418644 0.0181977 0.00939814 0.0179331 0.0143735 0.0116179 0.0125559 0.0114872
threshold=0.048151826485991485 0.004017772153019906 0.00037263428384903824 0.037906534969806678 0.016668972559273246 0.0014427106943912806 0.00087947337306104611 0.0066005610860884198 0.0011261500185355546 0.00070876078098081063 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 8 -7 -8 -5 -10 -9
right_child=1 -3 -4 4 -6 6 7 10 9 -11 -12
leaf_value=-1.9280934760772904e-05 0.0011431025750294336 -0.00019033342461084363 -0.00034971737953222931 0.00098587207327593116 -0.00095861267565162619 -0.00097746041326845622 0.00041645421557933311 -0.00084895594090624049 -0.0001512476987528454 0.00055628864148133718 6.3417775556359117e-05
leaf_weight=8350.8661236763 60.037939667701721 62.164420127868652 27.845650672912598 88.258299946784973 54.581222414970398 60.131617069244385 267.91778182983398 73.452564239501953 172.8116534948349 188.91482293605804 153.01758754253387
leaf_count=4192 46 56 17 31 33 38 112 50 91 57 57
internal_value=0 0.000313822 0.000670247 -5.02842e-06 0.000107344 0.000165354 1.91198e-08 0.000119082 0.000369051 0.000218321 -0.000232743
internal_weight=0 150.048 87.8836 9409.95 1059.09 1004.5 554.52 494.388 449.985 361.726 226.47
internal_count=4780 119 63 4661 469 436 257 219 179 148 107
is_linear=0
shrinkage=0.06


Tree=1297
num_leaves=12
num_cat=0
split_feature=116 65 65 10 52 10 57 137 46 21 14
split_gain=0.00442196 0.00787729 0.0173765 0.0124882 0.0119092 0.010537 0.00908433 0.00860036 0.00826523 0.0105719 0.0128316
threshold=0.012636432424187662 0.00043393640953581786 0.00077738583786413084 0.0031340263085439806 0.00899649551138282 0.00899649551138282 0.00017767510871635753 0.00070876078098081063 0.0013560238294303419 0.0049928687512874612 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 7 6 -3 -5 -2 -4 -10 -11
right_child=1 2 8 4 -6 -7 -8 -9 9 10 -12
leaf_value=-1.5956351388508159e-05 -0.00071728910564549818 -0.00037446095927963973 0.00053755933646931764 0.0001403121259296442 0.0010109364218027664 -0.0018047677651084682 0.00096351880727696274 0.00023279131210520698 7.2381165883710479e-05 -0.0016203512093884765 0.00021345017766950529
leaf_weight=8294.8937901258469 70.122327446937561 55.691301345825195 111.66363489627838 350.34465491771698 91.588536739349365 27.751973271369934 55.878656148910522 66.979445457458496 379.4877393245697 31.082210063934326 24.515413880348206
leaf_count=4182 47 34 44 162 34 25 18 28 164 28 14
internal_value=0 0.000104465 -4.58127e-05 0.000253609 0.000393241 -0.00085175 0.000253759 -0.000253307 7.73205e-05 -4.08951e-05 -0.000812817
internal_weight=0 1265.11 630.192 634.914 497.812 83.4433 406.223 137.102 546.749 435.085 55.5976
internal_count=4780 598 309 289 214 59 180 75 250 206 42
is_linear=0
shrinkage=0.06


Tree=1298
num_leaves=12
num_cat=0
split_feature=116 3 85 51 131 33 73 117 141 24 25
split_gain=0.00390681 0.00819181 0.0179827 0.0190814 0.0127904 0.0127886 0.0120425 0.0157021 0.00873941 0.0143837 0.0149447
threshold=0.012636432424187662 0.00044738779251929378 0.00093549740267917525 0.0026012937305495147 0.00082683752407319855 0.00244467705488205 0.0020292587578296666 0.0023699469165876512 0.0020932231564074759 0.00060774214216507982 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 5 -5 -3 7 -2 9 -4 -11
right_child=1 2 8 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-1.4998980735312033e-05 -0.00072316740441972908 -0.00063636308076483615 0.00045054978163403957 -0.0011284466177019935 0.00010115642791393919 -0.0026063423354800459 0.00094122670674857815 0.00027611340208875691 0.00032732358236952524 4.4931929901745589e-06 -0.0018220669548711752
leaf_weight=8294.8937901258469 64.478255391120911 25.531815409660339 53.752175688743591 40.056518912315369 126.00098359584808 22.201578617095947 80.394070029258728 458.77173042297363 329.44051003456116 33.396045327186584 31.082210063934326
leaf_count=4182 50 23 8 28 65 20 32 195 127 22 28
internal_value=0 9.81908e-05 -4.7662e-05 -0.000500233 -0.00019595 -0.00155617 0.000257995 0.000152861 0.000168532 -0.000273831 -0.000877471
internal_weight=0 1265.11 661.462 213.791 166.058 47.7334 603.644 523.25 447.671 118.23 64.4783
internal_count=4780 598 321 136 93 43 277 245 185 58 50
is_linear=0
shrinkage=0.06


Tree=1299
num_leaves=12
num_cat=0
split_feature=146 122 28 39 141 33 77 37 106 50 29
split_gain=0.00395671 0.00640225 0.0113307 0.0196329 0.0117688 0.00774684 0.0150677 0.0184903 0.0215836 0.0200455 0.0217216
threshold=0.0010263677686452868 0.0005375427135732026 0.00046126570669002836 0.00040826165059115743 0.0010263677686452868 0.0005375427135732026 0.0054799309000372895 0.0063990866765379914 0.0011980500421486797 0.0063990866765379914 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 8 9 10 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0007574605579839409 -1.6680144516879722e-05 0.00054696838423647965 0.00010941251654288842 -0.0022975622105276226 -0.0012441836708812525 0.00030785731413452842 0.00033270145144254694 0.00087122783654652609 -6.9825217543513778e-05 -2.3475624965662935e-05 -0.0029079918299273486
leaf_weight=38.852762579917908 8058.9949923753738 32.285966396331787 139.60296297073364 22.201578617095947 22.201578617095947 559.97626793384552 303.81501722335815 49.124505162239075 261.80532276630402 41.166597843170166 29.972131133079529
leaf_count=35 4018 21 53 20 20 270 112 20 155 29 27
internal_value=0 8.94169e-05 -0.000212518 -0.000797931 -0.000183799 0.000140263 1.07441e-05 -0.000221664 -0.00036626 -0.00107114 -0.00169684
internal_weight=0 1501 216.292 76.6891 54.4875 1284.71 724.736 420.921 371.797 109.991 68.8249
internal_count=4780 762 114 61 41 648 378 266 246 91 62
is_linear=0
shrinkage=0.06


Tree=1300
num_leaves=12
num_cat=0
split_feature=119 29 0 46 31 93 100 62 136 52 79
split_gain=0.00395421 0.00749585 0.00906223 0.00814812 0.00455194 0.0114976 0.0145998 0.0136753 0.0127116 0.0109473 0.010781
threshold=0.0027679565828293566 0.021960759535431865 0.00017767510871635753 0.0010918468469753864 0.010500331409275534 0.00057154725072905432 0.00244467705488205 0.00037263428384903824 0.00057154725072905432 0.00899649551138282 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 8 10 -8 -6 -9 -7
right_child=1 -3 3 -5 5 6 7 9 -10 -11 -12
leaf_value=-1.8644147846631828e-05 0.00077261443232876548 0.00086570227186188379 0.00013664008031780302 -0.0012313138633939546 -5.8006307712135208e-06 0.0010191842995237311 -0.0012913508834437636 0.00035252000102885755 -0.0010964386863686784 -0.00065682918844657719 0.00027807097939147184
leaf_weight=8493.0639541149139 34.599801659584045 54.581222414970398 37.836361050605774 26.641894340515137 333.59979355335236 121.65434527397156 27.751973271369934 168.09030556678772 43.386755704879761 50.140906691551208 168.6523699760437
leaf_count=4215 15 33 26 24 155 53 25 111 31 29 63
internal_value=0 0.000301791 -9.42215e-06 -0.000429619 -4.95668e-06 0.000122319 0.000300787 -3.93197e-05 -0.000131578 0.000120417 0.000588882
internal_weight=0 153.659 99.0781 64.4783 9406.34 913.276 536.29 245.983 376.987 218.231 290.307
internal_count=4780 98 65 50 4682 467 281 165 186 140 116
is_linear=0
shrinkage=0.06


Tree=1301
num_leaves=12
num_cat=0
split_feature=82 2 9 145 112 31 79 71 77 28 33
split_gain=0.00456392 0.0141936 0.0131746 0.0108515 0.0104701 0.0139349 0.012413 0.0267003 0.0203683 0.0127146 0.0151166
threshold=0.002945306478068233 0.028458753600716594 0.0012357163941487672 0.0072436286136507997 0.0038949446752667431 0.00082683752407319855 0.0049928687512874612 0.0079489401541650313 0.0023699469165876512 0.00017767510871635753 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 -9 -11
right_child=1 -3 3 -5 -6 -7 -8 9 -10 10 -12
leaf_value=-2.3240743271776803e-05 -0.0006331477584091298 0.0010703748162344219 0.0001749797333245042 0.00086842291791386665 0.00032053600304555356 0.00012816588551987424 6.0659884965599319e-05 4.7458225164501687e-05 -0.0024284408360354401 0.00043774547153602465 -0.00087300558455281646
leaf_weight=7277.298020362854 60.037939667701721 50.234584093093872 324.25077509880066 108.33339810371399 275.31362473964691 652.84818851947784 317.59030151367188 268.27844154834747 36.632604718208313 40.150196313858032 149.03160893917084
leaf_count=3427 46 21 187 41 151 386 181 177 33 20 110
internal_value=0 7.39962e-05 5.15289e-05 0.000348801 -1.9933e-05 -8.14334e-05 -0.000238403 -0.000409786 -0.00131527 -0.000218193 -0.00059474
internal_weight=0 2282.7 2232.47 432.584 1799.88 1524.57 871.721 554.131 96.6705 457.46 189.182
internal_count=4780 1353 1332 228 1104 953 567 386 79 307 130
is_linear=0
shrinkage=0.06


Tree=1302
num_leaves=12
num_cat=0
split_feature=82 52 128 76 88 112 20 19 59 61 27
split_gain=0.00403249 0.0151224 0.0330599 0.0240003 0.0218073 0.0167602 0.0143755 0.0120622 0.0106795 0.0179679 0.0128036
threshold=0.002945306478068233 0.00899649551138282 0.00060774214216507982 0.0005893622583243997 0.00093549740267917525 0.0010585968848317864 0.00017767510871635753 0.02636832278221846 0.0034400182776153092 0.0021592099219560628 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 6 -6 -4 8 10 -10 -2
right_child=1 2 4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-2.1846320318630782e-05 -2.4294250818732261e-05 -0.00052427979506988515 0.001337778317010589 -0.0022732535781868385 -0.0014500493346780883 0.00020210339209930639 0.00016994387139894867 -0.00032437509065490753 0.00073025480973417072 0.00011235970554265189 0.00058694289975661071
leaf_weight=7277.298020362854 827.95962738990784 156.16046953201294 62.63280713558197 34.412446856498718 40.056518912315369 49.124505162239075 96.122529864311218 178.0810159444809 294.55967617034912 398.71974086761475 144.87232542037964
leaf_count=3427 568 76 16 31 28 20 30 120 136 246 82
internal_value=0 6.95543e-05 -0.000247111 -0.000841125 0.000209625 -0.00054077 0.000631235 0.00014486 0.00019503 0.000374958 6.6781e-05
internal_weight=0 2282.7 438.509 190.573 247.936 89.181 158.755 1844.19 1666.11 693.279 972.832
internal_count=4780 1353 201 107 94 48 46 1152 1032 382 650
is_linear=0
shrinkage=0.06


Tree=1303
num_leaves=12
num_cat=0
split_feature=9 103 106 70 106 125 40 18 96 17 19
split_gain=0.00431507 0.00674162 0.0114242 0.00541053 0.00908851 0.00671766 0.00887734 0.0163197 0.00758923 0.00645369 0.00649284
threshold=0.0020932231564074759 0.0020292587578296666 0.0022272822679951791 0.017188700847327713 0.0046923852059990176 0.00052132029668428015 0.0027679565828293566 0.00085274505545385193 0.00080172589514404546 0.000490355829242617 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 -7 -8 -10 -11
right_child=1 2 -4 4 -6 6 8 -9 9 10 -12
leaf_value=-1.3603275476313742e-05 0.00056578235661665713 -0.0015687021605256663 0.00027105024806270336 -0.0010701149728288841 0.0002535934029725448 6.6621593912406042e-05 -0.00055410814371942014 -0.0012867894361887238 0.00098341922036430918 0.0005388677389953423 5.9338172231711755e-05
leaf_weight=8585.3878601789474 148.38991701602936 22.201578617095947 26.641894340515137 33.302367925643921 42.276676774024963 143.94960129261017 39.040117383003235 41.166597843170166 46.810669898986816 164.21205425262451 266.62034809589386
leaf_count=4282 69 20 24 30 30 65 19 29 26 59 127
internal_value=0 0.000119613 -0.000566697 0.00015588 -0.000330315 0.000199135 0.000121541 -0.000234886 0.000249262 0.000315027 0.000242194
internal_weight=0 974.612 48.8435 925.768 75.579 850.189 701.799 185.116 516.683 477.643 430.832
internal_count=4780 498 44 454 60 394 325 94 231 212 186
is_linear=0
shrinkage=0.06


Tree=1304
num_leaves=12
num_cat=0
split_feature=99 1 141 107 33 4 46 32 38 141 128
split_gain=0.00458235 0.00521913 0.0156012 0.00584349 0.0146446 0.00615532 0.00549111 0.00542454 0.00594301 0.00712376 0.00814359
threshold=0.023343417793512348 0.016164712607860569 0.0026833302108570938 0.0019071503775194289 0.0036604277556762104 0.0036604277556762104 0.00087947337306104611 0.00077738583786413084 0.0013986918493174019 0.010829726699739696 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 -2 -8 9 10 -9
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=-1.2228238405488973e-05 -0.00041355392781123554 0.00056250169294876204 -0.0010575595326655246 0.0010189465227755741 -2.6900838530103429e-05 0.00018812121857650441 0.00057941174307522966 -0.0012788515218520998 0.00039448099680171881 0.00028340764328365113 -6.397681162503693e-06
leaf_weight=8800.1155307292938 78.08023476600647 40.150196313858032 45.606913566589355 115.63556361198425 157.08319365978241 44.496834635734558 78.08023476600647 36.632604718208313 79.190313696861267 49.218182563781738 35.709880590438843
leaf_count=4338 38 20 33 88 93 32 38 33 39 12 16
internal_value=0 0.000141332 -0.000299299 0.000197422 0.000384758 0.000788342 3.08613e-05 0.000155413 -9.70359e-06 -0.000273116 -0.000651616
internal_weight=0 759.884 85.7571 674.127 317.216 160.132 356.911 278.831 200.751 121.561 72.3425
internal_count=4780 442 53 389 213 120 176 138 100 61 49
is_linear=0
shrinkage=0.06


Tree=1305
num_leaves=12
num_cat=0
split_feature=110 120 24 132 20 42 61 15 15 125 96
split_gain=0.00370133 0.00792931 0.00919055 0.00561654 0.00703292 0.00851773 0.00745532 0.005625 0.00564994 0.0048261 0.0171715
threshold=0.015675474889576439 0.0011615398107096555 0.00047558375808876013 0.0051502294372767219 0.00043393640953581786 0.0020932231564074759 0.0016846025246195497 0.0098710241727530974 0.023343417793512348 0.0041444667149335155 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 7 -6 -7 -4 -9 -1 -11
right_child=1 -3 3 -5 5 6 -8 8 -10 10 -12
leaf_value=-4.1534528173021723e-05 -0.00060261968557366369 -0.00069501857943162697 0.00063629563031840245 0.00088592166868108708 -0.00079718080976851936 0.0006292002771213582 -0.00031059865041848804 -0.00029179312000561486 0.00048129953920273316 0.00029662839955065624 -3.0347558210015706e-05
leaf_weight=5876.5329928398132 46.623315095901489 37.74268364906311 155.05039060115814 49.124505162239075 45.606913566589355 61.241696000099182 60.131617069244385 65.775689125061035 70.309682250022888 769.80928564071655 2322.0509126186371
leaf_count=3014 42 34 75 20 33 39 38 35 31 265 1154
internal_value=0 0.000145326 0.000202706 0.000276832 0.00021134 -9.90442e-05 0.000163726 0.000389333 0.000107692 -9.60895e-06 5.10697e-05
internal_weight=0 591.606 553.864 507.24 458.116 166.98 121.373 291.136 136.085 8968.39 3091.86
internal_count=4780 347 313 271 251 110 77 141 66 4433 1419
is_linear=0
shrinkage=0.06


Tree=1306
num_leaves=12
num_cat=0
split_feature=26 19 93 69 98 26 124 143 80 88 93
split_gain=0.00406818 0.00932923 0.0158496 0.00746449 0.0107419 0.0124409 0.00881379 0.00755675 0.00878243 0.0104265 0.00948545
threshold=0.00087947337306104611 0.002945306478068233 0.00017767510871635753 0.00099512818269431613 0.0011261500185355546 0.0031340263085439806 0.00017767510871635753 0.01884530205279589 0.0010585968848317864 0.0023699469165876512 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -3 8 9 -6 -10
right_child=1 3 -4 4 7 -7 -8 -9 10 -11 -12
leaf_value=-1.4334311465848876e-05 -0.00077133535373164451 -0.0011799764544153169 0.00051256908712443185 -0.0015533175438393638 -0.0012924030779201793 0.00014113270253113188 -9.5950915032130986e-05 -0.00063065282816882355 0.0010617156544486294 0.00034971686860761685 0.00020190092467538048
leaf_weight=8432.0096129179001 38.946439981460571 38.852762579917908 305.47311067581177 29.972131133079529 28.862052202224731 32.379643797874451 88.070945143699646 41.166597843170166 51.438340425491333 26.7355717420578 446.09247517585754
leaf_count=4160 27 35 162 27 26 13 47 29 14 16 224
internal_value=0 0.000106989 0.000367205 -7.4215e-06 7.40124e-05 -0.000674563 -0.000428451 0.000152651 0.000211052 -0.000503537 0.00029099
internal_weight=0 1127.99 344.42 783.571 656.647 62.3518 126.924 594.295 553.128 55.5976 497.531
internal_count=4780 620 189 431 349 40 82 309 280 42 238
is_linear=0
shrinkage=0.06


Tree=1307
num_leaves=12
num_cat=0
split_feature=99 122 144 17 70 100 70 145 54 96 20
split_gain=0.00399846 0.00493759 0.00897547 0.00845985 0.0105659 0.00553722 0.006823 0.0130226 0.021622 0.021681 0.0344547
threshold=0.023343417793512348 0.007706565549597145 0.0023699469165876512 0.0010585968848317864 0.0041444667149335155 0.034632634371519096 0.00082683752407319855 0.0062037324532866487 0.024810968898236755 0.0023699469165876512 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 -1 8 9 10 -8
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=2.1369516934816118e-05 0.00013202159238761573 0.00034944571921356976 0.00050124599749361081 -0.0010398668238686571 0.00026830992310990806 0.0002157737180211524 -0.00045375242839131919 -0.00032831938451832201 0.00088225081880359438 5.1935601643308148e-05 0.00040462136704735348
leaf_weight=4286.4690546989441 759.88415288925171 79.190313696861267 182.1606719493866 53.471143484115601 37.930038452148438 342.19939279556274 850.17525589466095 673.56497859954834 89.274701476097107 1995.8610118627548 209.81896781921387
leaf_count=2002 442 39 59 32 18 187 491 437 40 941 92
internal_value=0 -1.14223e-05 0.000208478 -0.000104255 -0.000497294 -2.06074e-05 -3.059e-05 -8.89133e-05 -3.7633e-05 -6.45348e-05 -0.000283821
internal_weight=0 8800.12 352.752 170.591 91.4012 8447.36 8105.16 3818.69 3145.13 3055.86 1059.99
internal_count=4780 4338 148 89 50 4190 4003 2001 1564 1524 583
is_linear=0
shrinkage=0.06


Tree=1308
num_leaves=12
num_cat=0
split_feature=67 27 51 94 85 96 144 41 126 125 123
split_gain=0.00410264 0.00763537 0.00786435 0.0112022 0.00889157 0.0131534 0.0068378 0.00552635 0.00527995 0.0195545 0.0156678
threshold=0.0044099434744566688 0.0005375427135732026 0.0058306583669036635 0.0025217677466571335 0.00060774214216507982 0.00066645268816500913 0.00052132029668428015 0.00017767510871635753 0.00090704852482303988 0.0041444667149335155 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -6 -5 9 10 -8
right_child=1 2 3 7 6 -7 8 -9 -10 -11 -12
leaf_value=-1.1836509708878589e-05 0.00062842618866805911 6.1580015998750803e-05 0.0013735362196602098 -0.00032283404221371259 0.0006021224539629347 -0.0014613980234825855 -0.0019654916339842243 0.00052752411683446628 0.0002832144527998304 0.00010775885825814177 -0.0001433472020426765
leaf_weight=8767.3471274375916 97.232608795166016 45.794268369674683 35.709880590438843 49.030827760696411 70.497037053108215 36.726282119750977 34.412446856498718 62.445452332496643 125.07825946807861 202.23577010631561 33.489722728729248
leaf_count=4454 31 17 16 28 15 25 31 32 48 69 14
internal_value=0 0.000130695 6.10227e-05 0.000450275 -4.35442e-05 -0.000617179 5.82098e-05 0.000153555 -3.89388e-05 -0.000188151 -0.00106833
internal_weight=0 792.653 695.42 147.186 548.234 82.5206 465.713 111.476 395.216 270.138 67.9022
internal_count=4780 326 295 76 219 42 177 60 162 114 45
is_linear=0
shrinkage=0.06


Tree=1309
num_leaves=12
num_cat=0
split_feature=9 52 58 19 89 81 96 133 136 141 141
split_gain=0.0040934 0.00524352 0.0119138 0.0066002 0.00825611 0.00863109 0.0076937 0.00834821 0.00527413 0.0092948 0.00569586
threshold=0.0020932231564074759 0.00899649551138282 0.0015349716995842757 0.0046923852059990176 0.0020292587578296666 0.010180860292166473 0.0010918468469753864 0.0022272822679951791 0.00057154725072905432 0.0011980500421486797 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -5 -8 9 -9 -11
right_child=1 2 -4 6 -6 -7 7 8 -10 10 -12
leaf_value=-1.3245284971644168e-05 0.00084529241879270547 -0.00097445144426965219 6.650118295587539e-05 -0.00057032711136688536 -0.00021060264994910818 -6.7807775334711334e-05 0.00079592081629254342 0.00047417387744642752 0.00042784223354902767 -0.00067902120946829419 0.0002976751167903265
leaf_weight=8585.3878601789474 155.05039060115814 45.700590968132019 291.41679418087006 59.021538138389587 53.564820885658264 49.030827760696411 62.539129734039307 56.895057678222656 80.113037824630737 93.433984994888306 27.845650672912598
leaf_count=4282 75 25 117 37 24 28 24 27 56 68 17
internal_value=0 0.000116504 -7.48604e-05 0.000217697 0.00045205 0.000625993 5.86617e-05 0.000174517 2.38063e-05 -0.000157999 -0.000454712
internal_weight=0 974.612 337.117 637.494 257.646 204.081 379.848 320.827 258.288 178.175 121.28
internal_count=4780 498 142 356 127 103 229 192 168 112 85
is_linear=0
shrinkage=0.06


Tree=1310
num_leaves=12
num_cat=0
split_feature=34 81 4 51 141 92 92 53 50 146 81
split_gain=0.00409163 0.00536374 0.00841319 0.00639843 0.00958956 0.00621116 0.00640008 0.00902931 0.00620524 0.00577273 0.00533896
threshold=0.02636832278221846 0.00899649551138282 0.0036604277556762104 0.0020932231564074759 0.0026833302108570938 0.0072436286136507997 0.002945306478068233 0.015675474889576439 0.00047558375808876013 0.0072436286136507997 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 6 8 -8 -2 -7 -10
right_child=1 3 -4 -5 -6 9 7 -9 10 -11 -12
leaf_value=-1.3618263599771735e-05 0.00091564086800183285 0.00011558219574446077 -0.00048603710634091435 9.5175062323565589e-05 -0.00094968433510839384 -0.00053401768578891298 0.00029969757430923756 0.0016522792882157245 -0.00027487144344649642 0.00033766241844654436 0.00034360083597931551
leaf_weight=8535.0595986843109 51.250985622406006 61.429050803184509 52.361064553260803 340.63497674465179 60.131617069244385 53.471143484115601 37.836361050605774 33.489722728729248 65.682011723518372 55.784978747367859 212.86817240715027
leaf_count=4269 30 23 31 129 38 32 26 14 43 26 119
internal_value=0 0.000113251 0.000237627 -3.82004e-05 -0.000411714 0.000311949 0.000421164 0.000936199 0.000309528 -8.90456e-05 0.000197719
internal_weight=0 1024.94 562.744 462.196 121.561 510.383 401.127 71.3261 329.801 109.256 278.55
internal_count=4780 511 321 190 61 290 232 40 192 58 162
is_linear=0
shrinkage=0.06


Tree=1311
num_leaves=12
num_cat=0
split_feature=51 71 3 29 36 32 105 10 98 59 92
split_gain=0.00397183 0.00567963 0.00549628 0.00504131 0.00401942 0.0197762 0.0191557 0.0185032 0.0140819 0.0174539 0.01934
threshold=0.045367386192083366 0.010829726699739696 0.0011980500421486797 0.0087224207818508166 0.0023699469165876512 0.00068727668258361529 0.00099512818269431613 0.0031340263085439806 0.0013986918493174019 0.0026833302108570938 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 8 -8 9 10 -6
right_child=1 3 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-2.4723143694538419e-05 -0.00063452644156574496 0.001111305485523734 0.0004625083853128278 5.8441065337675745e-05 4.7513539904752258e-05 -4.3843812166660659e-05 0.0015150120554983622 0.00018640776262559969 0.00057444056695428361 0.00050440041239354727 -0.0014360697050893609
leaf_weight=7463.669503569603 32.192288994789124 42.1829993724823 33.396045327186584 26.7355717420578 71.513438582420349 1433.6645860671997 88.351977348327637 65.869366526603699 161.99189639091492 83.817984223365784 56.614025473594666
leaf_count=3797 29 38 22 16 24 669 23 27 57 27 51
internal_value=0 0.000323605 -7.60882e-05 0.000703544 -4.63512e-06 7.17862e-05 0.000385608 0.000948041 0.000153455 -0.000168428 -0.000608627
internal_weight=0 134.507 65.5883 68.9186 9425.49 1961.82 528.159 154.221 373.937 211.945 128.127
internal_count=4780 105 51 54 4675 878 209 50 159 102 75
is_linear=0
shrinkage=0.06


Tree=1312
num_leaves=12
num_cat=0
split_feature=138 18 13 60 47 9 40 109 37 7 32
split_gain=0.00422045 0.0153097 0.00718955 0.00616407 0.00487289 0.00467933 0.00746535 0.00895722 0.00605049 0.00543077 0.00839541
threshold=0.035692447796463973 0.0031340263085439806 0.00044738779251929378 0.0019672545604407792 0.0017376682371832433 0.0020932231564074759 0.018276390619575981 0.0084566329605877417 0.0037758676335215573 0.0033348383149132137 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1 8 -8 9 10 -7
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-2.1324806127514755e-05 0.00027053398439841315 -0.00075543535838098813 -0.00028517301978569538 0.00051051488466329943 0.0011225931660617423 0.00015862352556107173 2.4714283789787064e-05 -0.0011007930372105817 0.00056137814229293966 0.00039467701840137305 -0.00039987477400342774
leaf_weight=8337.7325313091278 39.040117383003235 47.82707142829895 65.682011723518372 74.937352776527405 63.649208664894104 369.12231934070587 82.426873087882996 36.726282119750977 129.5185751914978 182.06699454784393 131.27034604549408
leaf_count=4164 19 35 43 19 25 187 50 25 52 67 94
internal_value=0 0.000224889 0.000417822 0.000138918 0.000799238 -7.07775e-06 0.000120485 -0.00032283 0.000185571 0.000114177 1.20594e-05
internal_weight=0 291.136 243.309 140.619 102.689 9268.86 931.131 119.153 811.978 682.46 500.393
internal_count=4780 141 106 62 44 4639 475 75 400 348 281
is_linear=0
shrinkage=0.06


Tree=1313
num_leaves=12
num_cat=0
split_feature=67 26 27 85 118 70 146 27 89 117 10
split_gain=0.00388844 0.00748513 0.011064 0.0111036 0.0167147 0.00887413 0.00560946 0.0092861 0.0117689 0.0115076 0.0157433
threshold=0.0044099434744566688 0.00017767510871635753 0.0005375427135732026 0.00080172589514404546 0.0011261500185355546 0.0048403022810816774 0.0010263677686452868 0.012252715881913902 0.013032016810029747 0.0056525857653468856 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -3 7 8 9 10 -1
right_child=1 5 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00040724792338910385 0.00066990818243793985 0.00085288633646795416 0.0001248869515676036 4.838184129370119e-05 -0.0015841591040702714 -4.904130844503995e-05 -3.2452667678397671e-05 0.00059652778461101571 -0.00093259577952409733 0.00033276211735472821 -0.00020493433199119887
leaf_weight=202.14209270477295 84.928063154220581 97.326286196708679 42.276676774024963 462.28932201862335 40.056518912315369 65.775689125061035 7365.7015254497528 122.85810160636902 42.276676774024963 434.89800846576691 599.47072243690491
leaf_count=77 28 23 30 182 28 35 3733 46 30 222 346
internal_value=0 0.000127244 3.33681e-05 -6.59983e-05 -0.000707506 0.00048935 -1.15166e-05 9.84976e-05 5.06069e-05 8.42956e-05 -5.05293e-05
internal_weight=0 792.653 629.551 544.623 82.3332 163.102 8767.35 1401.65 1278.79 1236.51 801.613
internal_count=4780 326 268 240 58 58 4454 721 675 645 423
is_linear=0
shrinkage=0.06


Tree=1314
num_leaves=12
num_cat=0
split_feature=99 107 146 0 147 133 117 1 14 141 75
split_gain=0.00388569 0.00601934 0.00775546 0.00647603 0.00514483 0.00488445 0.00476847 0.0112883 0.0427685 0.0240309 0.0133093
threshold=0.034632634371519096 0.0019071503775194289 0.013439828064292671 0.011519505176693203 0.0022975050378590827 0.0015349716995842757 0.0023699469165876512 0.0098710241727530974 0.0026012937305495147 0.0038949446752667431 0.017188700847327713
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -3 7 -1 9 -9 -10
right_child=1 4 3 -5 -6 -7 -8 8 10 -11 -12
leaf_value=8.8478089846163457e-05 0.0001346468597680641 0.00070492418353588354 -0.0011029002260534186 2.4366986407728583e-05 0.00082808279918812264 5.3570656996710342e-05 -3.9880901442981544e-05 -0.0028910713855447808 -0.00022396738158111875 -0.0004375928883802861 0.00093449454359968362
leaf_weight=2652.3345192670822 228.69030964374542 54.674899816513062 38.946439981460571 34.599801659584045 62.258097529411316 170.40414083003998 6092.7314020395279 31.082210063934326 116.10395061969757 26.7355717420578 51.438340425491333
leaf_count=1209 109 25 27 15 48 105 3136 28 48 16 14
internal_value=0 0.000149186 -3.7749e-05 -0.000573265 0.000345759 0.000212036 -9.81681e-06 5.38349e-05 -0.000353751 -0.00175927 0.000132045
internal_weight=0 589.574 302.237 73.5462 287.337 225.079 8970.43 2877.69 225.36 57.8178 167.542
internal_count=4780 329 151 42 178 130 4451 1315 106 44 62
is_linear=0
shrinkage=0.06


Tree=1315
num_leaves=12
num_cat=0
split_feature=26 70 142 70 110 98 77 29 66 76 78
split_gain=0.00392312 0.00691855 0.00876781 0.00749929 0.00747637 0.0108753 0.00828941 0.00785589 0.00695336 0.00797532 0.00653665
threshold=0.0014881226234138014 0.0084566329605877417 0.015675474889576439 0.0035485138650983576 0.0021592099219560628 0.0037758676335215573 0.00082683752407319855 0.0041444667149335155 0.00087947337306104611 0.00044738779251929378 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -7 -3 -10 -5
right_child=1 8 -4 10 6 7 -8 -9 9 -11 -12
leaf_value=-1.0813899949250619e-05 0.00014431427572249837 0.00025072609592524453 0.000958444924682132 0.00018871132132634039 0.000719712100125678 -0.00026709849446057346 -0.00037213892933614932 -0.0015986352565517091 -0.0010217063285778748 -7.1812300541760827e-05 0.0010908325683127002
leaf_weight=8860.0597929954529 95.012450933456421 105.8322080373764 58.927860736846924 67.902169585227966 78.173912167549133 35.616203188896179 36.726282119750977 28.862052202224731 47.82707142829895 94.73141872882843 50.328261494636536
leaf_count=4392 29 63 45 45 30 24 25 26 35 53 13
internal_value=0 0.000136729 0.000276616 0.000174063 1.88265e-06 -0.000263884 0.000370697 -0.00086468 -0.00011758 -0.000390986 0.000573323
internal_weight=0 699.94 451.549 392.621 274.391 159.491 114.9 64.4783 248.391 142.558 118.23
internal_count=4780 388 237 192 134 79 55 50 151 88 58
is_linear=0
shrinkage=0.06


Tree=1316
num_leaves=12
num_cat=0
split_feature=34 106 146 109 95 133 95 4 68 116 94
split_gain=0.00392591 0.00628331 0.0129151 0.0209204 0.0147542 0.0224584 0.0257304 0.0162462 0.0109313 0.00979452 0.00965681
threshold=0.02636832278221846 0.024810968898236755 0.0046923852059990176 0.0051502294372767219 0.00017767510871635753 0.0015349716995842757 0.0027679565828293566 0.0010585968848317864 0.0068083447404205808 0.0044099434744566688 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 9 10 7 -7 -8 -3 -6
right_child=-2 2 3 -5 5 6 8 -9 -10 -11 -12
leaf_value=-2.8177824590772581e-05 0.00011093938774456094 0.00086179151238283493 0.0013212129199139521 9.1001301513492821e-05 -0.00023744379846087668 -0.0008799503323511839 0.00037358799873186727 -0.0028791649591802353 -0.00099340966317530113 -0.00025316234632892845 0.00069396570277650404
leaf_weight=7879.9912523031235 1024.9400849342346 90.384780406951904 79.190313696861267 133.677858710289 76.782801032066345 34.412446856498718 56.895057678222656 25.531815409660339 33.302367925643921 41.26027524471283 83.630629420280457
leaf_count=3881 511 41 39 80 53 31 27 23 30 21 43
internal_value=0 -1.33341e-05 0.000165202 0.000549065 -1.96655e-05 -0.000245308 -0.000772469 -0.00173484 -0.000131671 0.000512415 0.000248271
internal_weight=0 8535.06 655.068 212.868 442.2 310.555 150.142 59.9443 90.1974 131.645 160.413
internal_count=4780 4269 388 119 269 207 111 54 57 62 96
is_linear=0
shrinkage=0.06


Tree=1317
num_leaves=12
num_cat=0
split_feature=107 82 121 145 125 7 3 7 110 91 82
split_gain=0.00376175 0.00621104 0.00746017 0.00467375 0.00457887 0.0216363 0.0175829 0.0281931 0.0183376 0.0242941 0.0298787
threshold=0.048151826485991485 0.00062670491752214741 0.00099512818269431613 0.004017772153019906 0.0041444667149335155 0.00093549740267917525 0.0013986918493174019 0.002945306478068233 0.0016846025246195497 0.00017767510871635753 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -6 7 8 9 -7 -11
right_child=1 2 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=-3.5085723083650295e-05 0.00098988447183921018 -0.00069046661332010557 0.00086055844622545587 -4.4066200924060743e-05 0.00026690747757336734 0.0003144442728036211 9.7452269311133373e-05 1.2971371034071151e-05 -0.00017114460164593701 -0.0017523735558942152 9.3103728980058778e-05
leaf_weight=6171.0926690101624 35.522525787353516 32.192288994789124 39.040117383003235 43.293078303337097 1115.7932523488998 40.243873715400696 1163.0723092556 581.34879982471466 162.72726571559906 134.41322803497314 41.26027524471283
leaf_count=3150 32 29 19 39 512 12 498 265 90 113 21
internal_value=0 0.000297944 8.26469e-05 0.000385405 -4.7643e-06 5.30073e-05 -5.94168e-05 -0.000249461 -0.00065228 -0.00101464 -0.00131912
internal_weight=0 150.048 114.525 82.3332 9409.95 3238.86 2123.07 959.993 378.645 215.917 175.674
internal_count=4780 119 87 58 4661 1511 999 501 236 146 134
is_linear=0
shrinkage=0.06


Tree=1318
num_leaves=12
num_cat=0
split_feature=116 28 15 149 109 37 15 25 86 122 58
split_gain=0.00392598 0.0088683 0.00873378 0.0116539 0.0201749 0.00996204 0.017232 0.0209031 0.0317055 0.0256606 0.0329446
threshold=0.012636432424187662 0.0092791137285530585 0.099488973617553725 0.0070226341485977182 0.02129978779703379 0.0012745757703669371 0.014740333426743748 0.00017767510871635753 0.00087947337306104611 0.0011261500185355546 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 -1 -8 9 10 -9
right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-1.9838132945113413e-05 0.00013631744283048162 -0.00056761396008783163 0.00010349321371168347 -0.00054344787330609223 0.0017953487054175039 6.9912564157599398e-05 1.5543475236044321e-05 -0.0018229841820186119 8.3773909068624494e-05 0.00022120756579625982 -0.00055031965713614624
leaf_weight=4422.5403761863708 1197.110046505928 67.99584698677063 65.682011723518372 32.192288994789124 41.26027524471283 2749.5530781745911 431.28673946857452 129.87923491001129 190.85394859313965 63.649208664894104 167.99662816524506
leaf_count=2165 561 37 43 29 21 1337 243 117 83 25 119
internal_value=0 9.84413e-05 -1.50259e-05 0.000456172 0.000757309 -2.30699e-05 -7.03604e-05 -0.000297482 -0.000541845 -0.00087205 -0.00110565
internal_weight=0 1265.11 8294.89 139.135 106.942 8155.76 5406.21 983.666 552.379 361.525 297.876
internal_count=4780 598 4182 93 64 4089 2752 587 344 261 236
is_linear=0
shrinkage=0.06


Tree=1319
num_leaves=12
num_cat=0
split_feature=20 142 142 75 63 53 17 148 109 82 92
split_gain=0.00405477 0.00688708 0.00919491 0.00768229 0.0112435 0.0134477 0.0152824 0.0104306 0.00892844 0.00946549 0.0075445
threshold=0.0042751494329422721 0.055838862434029586 0.027182282879948619 0.00077738583786413084 0.00085274505545385193 0.0014881226234138014 0.00077738583786413084 0.00244467705488205 0.010500331409275534 0.001792412775103003 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -5 9 10 -9
right_child=1 -3 -4 7 5 6 -8 8 -10 -11 -12
leaf_value=-1.6394608580209772e-05 0.00026719754538044279 0.00065675050610851686 -0.0006912030872433801 0.00068668880669680318 0.00054597703119139529 -0.0016005540223110119 -0.0002980316104221039 -0.0010414616367958622 0.00034782181767806128 0.0002160603713185116 -0.00016122991574160327
leaf_weight=8130.5084309577942 129.14386558532715 73.920951247215271 55.784978747367859 126.09466099739075 37.930038452148438 47.82707142829895 100.46916818618774 41.072920441627502 329.0658004283905 251.9082897901535 236.27350735664368
leaf_count=4042 84 10 26 57 18 35 42 37 159 138 132
internal_value=0 9.31777e-05 6.23991e-05 9.47934e-05 -0.000162885 -0.000461122 -0.000718904 0.000177352 0.000102455 -5.01393e-05 -0.000291914
internal_weight=0 1429.49 1355.57 1299.79 315.37 186.226 148.296 984.415 858.321 529.255 277.346
internal_count=4780 738 728 702 179 95 77 523 466 307 169
is_linear=0
shrinkage=0.06


Tree=1320
num_leaves=12
num_cat=0
split_feature=112 143 44 144 103 107 110 71 140 149 58
split_gain=0.00385979 0.00501687 0.00952839 0.0079317 0.00713761 0.00875305 0.00572355 0.00458085 0.0142953 0.0149958 0.0359344
threshold=0.0062037324532866487 0.0034400182776153092 0.0020932231564074759 0.0014881226234138014 0.001792412775103003 0.0092791137285530585 0.0058306583669036635 0.037906534969806678 0.02636832278221846 0.00070876078098081063 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 6 5 -2 -3 -1 -9 -10 -11
right_child=1 2 -4 -5 -6 -7 -8 8 9 10 -12
leaf_value=-2.970108653008807e-05 -0.00093852314639667487 0.0017838665652740327 0.00010135785828732331 -0.00013894348408050511 0.00042786269961739108 5.1805577830512005e-05 0.00067378837204984561 0.00017923208415141786 0.00040846979604653127 -0.0021419274730265321 -0.00018991407059250717
leaf_weight=7351.2049217224121 52.173709750175476 28.862052202224731 243.12133574485779 23.311657547950745 66.698413252830505 83.349597215652466 40.056518912315369 1268.4220803976059 99.359089255332947 38.852762579917908 264.58754503726959
leaf_count=3534 47 26 122 21 52 67 28 698 41 35 109
internal_value=0 0.000156163 0.000298466 0.000817376 -7.98549e-05 -0.000329862 0.00114058 -9.31643e-06 8.0346e-05 -0.000231015 -0.000440475
internal_weight=0 537.573 335.352 92.2302 202.222 135.523 68.9186 9022.43 1671.22 402.799 303.44
internal_count=4780 363 197 75 166 114 54 4417 883 185 144
is_linear=0
shrinkage=0.06


Tree=1321
num_leaves=12
num_cat=0
split_feature=138 131 116 53 84 108 114 84 118 61 144
split_gain=0.00381144 0.0106664 0.00563577 0.00561276 0.00475069 0.013919 0.0231051 0.010698 0.015269 0.0173505 0.0329251
threshold=0.035692447796463973 0.00070876078098081063 0.0026833302108570938 0.00244467705488205 0.0038949446752667431 0.0030382014811038975 0.0092791137285530585 0.0015349716995842757 0.00037263428384903824 0.0062037324532866487 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 6 -6 -1 -9 10 -10
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=6.4359435820743852e-06 -0.00059341083650222746 0.00032734433090613726 -7.5502001133312746e-05 0.0010635330334194334 -0.0014164893525442331 0.00031040152409132619 0.00010004846710917896 8.7587518515509378e-05 3.9980253993119756e-05 -0.00088417793292287934 -0.0012717186666496981
leaf_weight=7509.4778218269348 48.937150359153748 117.21402955055237 70.309682250022888 54.674899816513062 48.843472957611084 499.75097346305847 138.49288403987885 417.13674557209015 394.84148955345154 176.9709370136261 83.349597215652466
leaf_count=3717 36 49 31 25 44 240 52 206 194 119 67
internal_value=0 0.000213716 0.000376977 0.000561995 -6.7244e-06 0.000145073 -0.000295897 -1.88794e-05 -0.000196151 -0.000376791 -0.000188869
internal_weight=0 291.136 242.199 171.889 9268.86 687.087 187.336 8581.78 1072.3 655.162 478.191
internal_count=4780 141 105 74 4639 336 96 4303 586 380 261
is_linear=0
shrinkage=0.06


Tree=1322
num_leaves=12
num_cat=0
split_feature=99 136 117 99 125 24 124 106 105 53 67
split_gain=0.00363528 0.0051743 0.00549877 0.0125249 0.0273007 0.0210726 0.0253945 0.0155447 0.0129998 0.0167827 0.0148614
threshold=0.023343417793512348 0.013032016810029747 0.0023699469165876512 0.0035485138650983576 0.015200819820165636 0.0020292587578296666 0.002945306478068233 0.00080172589514404546 0.0022272822679951791 0.0063990866765379914 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -7 -6 9 10 -5
right_child=-2 -3 -4 4 7 6 -8 -9 -10 -11 -12
leaf_value=-1.2237571569739146e-05 0.00012589163034288584 0.00043188494520466351 -4.886857568836782e-05 -0.00080606598229301799 -0.0012234047483561392 -0.00095804735661442035 0.00071442541502688924 3.9129702703796076e-05 0.0013061876887056493 0.0013102645340511273 0.00056250151099854651
leaf_weight=2244.4390648603439 759.88415288925171 93.902372002601624 5863.0246908664703 42.370354175567627 52.361064553260803 63.55553126335144 67.07312285900116 106.11324024200439 117.49506175518036 62.63280713558197 87.148221015930176
leaf_count=1076 442 28 3018 22 31 33 20 39 25 16 30
internal_value=0 -1.08828e-05 -1.56632e-05 5.28098e-05 0.000296604 0.000539645 -9.94031e-05 -0.000378529 0.000809182 0.000504755 0.000114516
internal_weight=0 8800.12 8706.21 2843.19 598.749 440.275 130.629 158.474 309.646 192.151 129.519
internal_count=4780 4338 4310 1292 216 146 53 70 93 68 52
is_linear=0
shrinkage=0.06


Tree=1323
num_leaves=12
num_cat=0
split_feature=51 92 95 116 88 115 136 31 68 116 83
split_gain=0.00390436 0.00630479 0.00611977 0.00487613 0.00503656 0.00848003 0.0054354 0.00488618 0.00919779 0.0174768 0.016977
threshold=0.027182282879948619 0.028020657598972324 0.0019071503775194289 0.024810968898236755 0.00017767510871635753 0.0046923852059990176 0.000490355829242617 0.010500331409275534 0.0014881226234138014 0.0056525857653468856 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 -5 -6 -7 -1 9 -9 -10
right_child=1 2 -4 4 5 6 -8 8 10 -11 -12
leaf_value=-3.2684572360861249e-05 0.00030234805018566511 -0.00099742474695941404 0.00018499344043780466 0.00037266775433113274 0.00019910665211279809 -0.0011391879383280915 -1.6897886738350995e-05 -0.00046616647851552273 0.0012953650849989518 0.00084362551467842539 0.00014566933398667183
leaf_weight=7864.9044843912125 308.80334746837616 28.862052202224731 34.506124258041382 240.07213115692139 171.88892936706543 33.302367925643921 29.049407005310059 184.00612020492554 50.234584093093872 45.700590968132019 568.66954457759857
leaf_count=3924 165 26 23 95 74 30 10 93 21 25 294
internal_value=0 0.000190481 -0.000354281 -7.72661e-06 0.0001796 -1.83493e-05 -0.000617182 -1.79255e-05 0.000118849 -0.000205327 0.000239181
internal_weight=0 372.172 63.3682 9187.83 474.313 234.241 62.3518 8713.52 848.611 229.707 618.904
internal_count=4780 214 49 4566 209 114 40 4357 433 118 315
is_linear=0
shrinkage=0.06


Tree=1324
num_leaves=12
num_cat=0
split_feature=119 44 66 145 93 50 84 77 33 117 14
split_gain=0.00382586 0.0100456 0.0119467 0.00438391 0.00811352 0.0120937 0.0142066 0.0158138 0.00998457 0.00982426 0.0100193
threshold=0.0034400182776153092 0.00090704852482303988 0.00043393640953581786 0.015675474889576439 0.0070226341485977182 0.00066645268816500913 0.00077738583786413084 0.00082683752407319855 0.00244467705488205 0.0036604277556762104 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 9 8 -8 10 -7
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=-1.6236276755210266e-05 -0.00047306179119197868 0.0013343064670203347 -0.00018054032352953105 -0.00031029574511089972 -0.00036171582671444015 0.00065300042165520006 -0.0014974117706337033 0.00029553734747916969 -2.9770370341547325e-06 0.00034995427666913625 0.0018645232220054031
leaf_weight=8690.8594084978104 36.726282119750977 46.810669898986816 31.17588746547699 127.94010925292969 102.40829384326935 70.309682250022888 34.412446856498718 177.25196921825409 30.159485936164856 174.10908722877502 37.836361050605774
leaf_count=4280 25 26 20 91 68 31 31 95 11 76 26
internal_value=0 0.000344261 0.000729276 -4.19224e-06 0.000134537 0.000212523 0.00034019 2.6649e-06 -0.000800493 0.000629264 0.0010782
internal_weight=0 114.713 77.9866 9445.29 754.427 652.019 524.079 241.824 64.5719 282.255 108.146
internal_count=4780 71 46 4709 429 361 270 137 42 133 57
is_linear=0
shrinkage=0.06


Tree=1325
num_leaves=12
num_cat=0
split_feature=93 95 11 77 70 135 43 69 86 125 7
split_gain=0.00387592 0.00766733 0.00811558 0.00714826 0.00982431 0.0105249 0.00971223 0.00887249 0.00655788 0.00651832 0.016838
threshold=0.010829726699739696 0.0012745757703669371 0.00070876078098081063 0.0026833302108570938 0.0005375427135732026 0.00050559637020342063 0.00046126570669002836 0.00073092587990686308 0.00060774214216507982 0.0041444667149335155 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 4 7 -6 -5 -2 -7 -1 -11
right_child=1 2 -4 6 5 8 -8 -9 -10 10 -12
leaf_value=-5.5369801673806221e-05 0.00025768752680548339 -0.00088901752314812994 2.145246794581286e-06 0.0003621615958938526 0.0011430350930404381 0.00014639778873278995 -0.00049923304143554854 -0.00074283854120283212 0.00076360121560866887 0.00026149136799731424 -4.5935966638933312e-05
leaf_weight=5284.7391455173492 100.09445858001709 38.852762579917908 662.00985217094421 91.494859337806702 76.970155835151672 187.1490021944046 96.951576590538025 46.716992497444153 92.604938268661499 963.15037441253662 1919.2655656337738
leaf_count=2683 74 35 370 42 37 112 55 34 43 423 872
internal_value=0 9.25013e-05 -4.73767e-05 0.000234161 0.000352115 0.000522096 -8.10369e-05 -6.09796e-05 0.000350906 -1.57834e-05 5.67954e-05
internal_weight=0 1392.84 700.863 691.982 503.536 356.724 188.446 146.811 279.754 8167.16 2882.42
internal_count=4780 802 405 397 300 192 97 108 155 3978 1295
is_linear=0
shrinkage=0.06


Tree=1326
num_leaves=12
num_cat=0
split_feature=76 59 52 136 148 71 34 148 70 49 137
split_gain=0.00369721 0.0182002 0.0109442 0.0183241 0.0188628 0.0136155 0.0151144 0.0138432 0.0136771 0.0201482 0.0169878
threshold=0.00044738779251929378 0.048151826485991485 0.010500331409275534 0.00017767510871635753 0.0034400182776153092 0.0027679565828293566 0.010180860292166473 0.0028552538715302949 0.00073092587990686308 0.00070876078098081063 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 8 7 -7 -2 10 -10
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-2.1073816614368896e-05 0.00021883229005488345 -0.0012760712187930294 -0.0018877155620604846 1.5058580888252373e-05 -0.00015501568689092353 4.7504579235810349e-05 -2.3672069316969505e-05 0.00055621397789822015 -0.00020455503411492644 0.00012464615476756762 -0.0016117376285095986
leaf_weight=7248.8903052806854 212.96184980869293 35.709880590438843 41.072920441627502 362.1011860370636 50.234584093093872 282.61579024791718 480.39719474315643 604.47310256958008 56.707702875137329 117.02667474746704 67.808492183685303
leaf_count=3458 111 16 37 116 21 198 360 302 43 65 53
internal_value=0 6.60754e-05 8.7194e-05 -0.000176559 -0.00093565 0.000152836 0.000247391 0.000394169 -0.000131646 -0.000440615 -0.000971551
internal_weight=0 2311.11 2275.4 453.409 91.3075 1821.99 1367.49 887.089 454.505 241.543 124.516
internal_count=4780 1322 1306 174 58 1132 860 500 272 161 96
is_linear=0
shrinkage=0.06


Tree=1327
num_leaves=12
num_cat=0
split_feature=43 65 106 34 36 51 116 142 45 106 102
split_gain=0.00365777 0.0101194 0.00871735 0.011293 0.00601834 0.00653997 0.00661679 0.00567568 0.00507496 0.0169597 0.0136793
threshold=0.040252277627587325 0.0012745757703669371 0.0016331639490090313 0.0018488886416889729 0.00047558375808876013 0.0034400182776153092 0.00087947337306104611 0.0020932231564074759 0.0035485138650983576 0.00017767510871635753 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 6 7 -4 -1 -10 -11
right_child=1 -3 4 -5 -6 -7 -8 -9 9 10 -12
leaf_value=-4.8056960766432919e-05 0.0011959283879829595 -0.00044005550328255535 0.00020726899912111151 -0.00011256008365180854 0.00067017457035674875 -0.00064538874769863401 0.0005078617071623897 -0.00099740903171391913 0.00065431188836754498 0.00030917644941707607 -2.5816840744258892e-05
leaf_weight=5071.4447357654572 71.419761180877686 79.190313696861267 31.17588746547699 35.522525787353516 53.658498287200928 48.937150359153748 81.316794157028198 25.531815409660339 156.44150173664093 503.72290217876434 3401.6377975940704
leaf_count=2313 32 39 20 32 16 36 49 23 52 284 1884
internal_value=0 0.000171665 0.000311129 0.000761595 0.000110689 -5.01569e-05 0.000161199 -0.000335921 -8.03079e-06 4.19446e-05 1.73982e-05
internal_weight=0 426.753 347.562 106.942 240.62 186.962 138.024 56.7077 9133.25 4061.8 3905.36
internal_count=4780 247 208 64 144 128 92 43 4533 2220 2168
is_linear=0
shrinkage=0.06


Tree=1328
num_leaves=12
num_cat=0
split_feature=75 0 79 0 63 30 109 141 29 50 45
split_gain=0.00379886 0.00640826 0.0102908 0.0165556 0.0101793 0.00948226 0.00835916 0.00738772 0.00635413 0.00582616 0.00572304
threshold=0.023343417793512348 0.0087224207818508166 0.0058306583669036635 0.001792412775103003 0.0019071503775194289 0.0095705352723598498 0.00747153488919139 0.0011980500421486797 0.00057154725072905432 0.00244467705488205 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 9 -4 5 -3 8 -5 -6 -2 -1
right_child=1 4 3 7 6 -7 -8 -9 -10 -11 -12
leaf_value=-4.6818763282009528e-05 4.9056698487567767e-06 0.0012880998053017326 -0.001534610261889594 -0.0005423163544995631 0.00010143613628043837 0.00023383306217403222 0.00045056493281512498 0.00023149065304017152 -0.00088647423288928083 0.00068610496748123314 5.3857795125252779e-05
leaf_weight=5677.2012221813202 102.78300344944 61.429050803184509 33.302367925643921 74.656320571899414 52.54841935634613 61.429050803184509 98.249010324478149 109.34979963302612 42.1829993724823 80.581424832344055 3166.2870143651962
leaf_count=2697 36 23 30 43 15 23 40 50 38 16 1769
internal_value=0 0.000132861 -2.64587e-05 -0.000305713 0.000334918 0.000761585 6.30322e-05 -8.25881e-05 -0.000338942 0.000304477 -1.07727e-05
internal_weight=0 716.511 400.673 217.308 315.839 122.858 192.98 184.006 94.7314 183.364 8843.49
internal_count=4780 314 175 123 139 46 93 93 53 52 4466
is_linear=0
shrinkage=0.06


Tree=1329
num_leaves=12
num_cat=0
split_feature=96 23 95 72 34 109 10 124 63 108 12
split_gain=0.00375733 0.0144761 0.0126899 0.0086416 0.013052 0.0067904 0.00640376 0.00582219 0.0104334 0.0157844 0.0103571
threshold=0.018276390619575981 0.0056525857653468856 0.00057154725072905432 0.0010263677686452868 0.0035485138650983576 0.0066005610860884198 0.0023699469165876512 0.00899649551138282 0.0079489401541650313 0.0034400182776153092 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 -2 -5 -4 -6 10 -9 -10 -1
right_child=1 2 5 4 6 -7 -8 8 9 -11 -12
leaf_value=-9.8768349806597348e-06 -0.0011317575455739195 0.0010856611541841513 -0.00034819277691307932 0.00039327356170282713 -0.0012132190693548363 0.00040622237102044264 -2.8276048270259038e-05 0.00011696312913659856 -0.0015260277156593724 0.00013394200015467392 -0.00025579950100952512
leaf_weight=6536.8847515583038 32.285966396331787 78.08023476600647 60.131617069244385 95.106128334999084 37.836361050605774 149.68735074996948 28.955729603767395 1775.9576562643051 35.522525787353516 48.937150359153748 680.61421167850494
leaf_count=3334 21 38 38 21 26 54 18 848 32 36 314
internal_value=0 0.000163204 0.000433168 -0.000237064 -5.8054e-05 0.000189953 -0.000700332 -8.67487e-06 8.59656e-05 -0.000565196 -3.30707e-05
internal_weight=0 482.083 287.899 194.184 161.898 209.819 66.7921 9077.92 1860.42 84.4597 7217.5
internal_count=4780 216 130 86 65 92 44 4564 916 68 3648
is_linear=0
shrinkage=0.06


Tree=1330
num_leaves=12
num_cat=0
split_feature=20 117 146 60 78 70 117 129 144 59 77
split_gain=0.00374871 0.00644138 0.00822229 0.0213443 0.00938123 0.00757031 0.0103331 0.013739 0.0125273 0.0119686 0.0100012
threshold=0.0042751494329422721 0.0049928687512874612 0.0032328735105693345 0.0033348383149132137 0.00068727668258361529 0.0010918468469753864 0.010829726699739696 0.0033348383149132137 0.00052132029668428015 0.0044099434744566688 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 7 8 -7 -9 -8
right_child=1 5 -4 -5 -6 6 10 9 -10 -11 -12
leaf_value=-1.5761471478342699e-05 0.00083276628314240566 0.00030966824786362099 0.00041481204493905489 -0.0012206834249025875 -5.5127024286837009e-05 -0.00082709404353758132 -0.00054998432802732297 -0.00052828306087629028 0.00030815192580173903 -0.0022537106185130831 0.00019011566649648255
leaf_weight=8130.5084309577942 63.461853861808777 191.87035012245178 369.59070634841919 44.496834635734558 131.36402344703674 58.927860736846924 81.223116755485535 35.522525787353516 85.850787281990051 24.421736478805542 342.76145720481873
leaf_count=4042 41 92 147 32 86 45 57 32 45 22 139
internal_value=0 8.95942e-05 0.000237431 -3.65616e-05 0.000234371 -2.0124e-05 -0.000120804 -0.000470745 -0.000154168 -0.00123382 4.82378e-05
internal_weight=0 1429.49 608.913 239.323 194.826 820.578 628.707 204.723 144.779 59.9443 423.985
internal_count=4780 738 306 159 127 432 340 144 90 54 196
is_linear=0
shrinkage=0.06


Tree=1331
num_leaves=12
num_cat=0
split_feature=4 140 117 52 58 3 46 81 12 67 88
split_gain=0.00356397 0.0155133 0.0118182 0.0143055 0.0102294 0.00486713 0.0142802 0.0270914 0.015165 0.017036 0.0191796
threshold=0.010180860292166473 0.00899649551138282 0.0031340263085439806 0.028884131461381916 0.004017772153019906 0.00244467705488205 0.040252277627587325 0.0053125319536775359 0.00747153488919139 0.0005375427135732026 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1 8 -8 9 -7 -11
right_child=1 2 3 -5 -6 6 7 -9 -10 10 -12
leaf_value=-3.4682452381619392e-05 -0.00060270443827966692 0.00073511089864092261 -0.00022833760471301629 -0.00071474696055872429 0.00071320759447153644 -0.00010527117973114861 -8.3447325951091045e-05 -0.0019314637845125628 7.9605230905148122e-06 5.1684952137887382e-05 0.00087587563990270192
leaf_weight=6680.7266255617142 79.190313696861267 149.96838295459747 69.105925917625427 63.55553126335144 103.8930823802948 198.4371463060379 144.04327869415283 35.522525787353516 1602.4106334447861 162.91462051868439 270.23161709308624
leaf_count=3504 39 30 38 33 37 106 57 32 724 74 106
internal_value=0 0.000161861 0.00031862 5.43778e-05 0.000337185 -8.29969e-06 6.47261e-05 -0.000449902 0.00010611 0.000355086 0.000565965
internal_weight=0 465.713 386.523 236.555 172.999 9094.29 2413.56 179.566 2233.99 631.583 433.146
internal_count=4780 177 138 108 75 4603 1099 89 1010 286 180
is_linear=0
shrinkage=0.06


Tree=1332
num_leaves=12
num_cat=0
split_feature=138 129 18 87 9 122 43 71 137 63 40
split_gain=0.00380492 0.0102869 0.00990033 0.00506401 0.00499738 0.00576423 0.0149308 0.015538 0.0131957 0.0238653 0.020721
threshold=0.035692447796463973 0.0011261500185355546 0.0031340263085439806 0.00038414125447161501 0.0020932231564074759 0.00017767510871635753 0.0038949446752667431 0.037906534969806678 0.00017767510871635753 0.00042089859198313212 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1 7 8 9 -7 -10
right_child=1 2 -4 -5 -6 6 -8 -9 10 -11 -12
leaf_value=9.3103720986846305e-06 0.0010051164332765994 -0.00016582542915367471 -0.00078019668444645875 0.00046002973471501033 0.00012510777790237205 0.00016324665116176755 0.00012294363830609128 0.00026716992712061925 -0.00049745256483132451 -0.00072366034256475032 0.0001335823886144431
leaf_weight=6041.9628533124924 49.030827760696411 73.63991904258728 42.276676774024963 126.18833839893341 931.13139033317566 146.26343655586243 724.54898190498352 215.27568507194519 313.33734059333801 430.81835246086121 465.52588140964508
leaf_count=2969 28 34 30 49 475 59 394 105 161 283 193
internal_value=0 0.000213533 5.28738e-05 0.000229424 -6.71865e-06 -2.14419e-05 -0.000102372 -0.000206275 -0.000281455 -0.000498881 -0.000120315
internal_weight=0 291.136 242.105 199.828 9268.86 8337.73 2295.77 1571.22 1355.95 577.082 778.863
internal_count=4780 141 113 83 4639 4164 1195 801 696 342 354
is_linear=0
shrinkage=0.06


Tree=1333
num_leaves=12
num_cat=0
split_feature=77 83 96 138 4 9 11 14 116 147 72
split_gain=0.00383549 0.0139025 0.0148456 0.0187903 0.0186965 0.0119521 0.0185721 0.00869339 0.00816697 0.00774722 0.0306933
threshold=0.020035739988088611 0.0063990866765379914 0.0016331639490090313 0.00017767510871635753 0.00077738583786413084 0.00080172589514404546 0.0016846025246195497 0.0015349716995842757 0.0022975050378590827 0.0022975050378590827 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 5 4 -4 -3 7 -7 -2 -5 -1 -11
right_child=1 2 3 8 -6 6 -8 -9 -10 10 -12
leaf_value=4.197328770225226e-05 -0.00061908413922998344 0.00044688562152409234 0.0013991959006128304 0.00074087924025741136 -0.00078376488424807596 -5.449829806621903e-07 -0.0019299820387715472 9.59071535204923e-05 -8.3949102079062588e-05 -0.0013954239329487528 -5.2995975965884305e-05
leaf_weight=4293.2887833118439 68.089524388313293 111.75731229782104 83.817984223365784 81.691503763198853 73.63991904258728 44.590512037277222 29.972131133079529 598.84308040142059 91.588536739349365 62.164420127868652 4020.55597615242
leaf_count=2186 29 36 27 17 34 24 27 208 34 56 2102
internal_value=0 0.00010107 0.000367177 0.000662206 -4.20887e-05 -5.77608e-05 -0.000777672 2.28293e-05 0.000305113 -1.42974e-05 -7.34698e-05
internal_weight=0 1183.99 442.495 257.098 185.397 741.495 74.5626 666.933 173.28 8376.01 4082.72
internal_count=4780 436 148 78 70 288 51 237 51 4344 2158
is_linear=0
shrinkage=0.06


Tree=1334
num_leaves=12
num_cat=0
split_feature=124 75 108 89 10 147 38 29 94 104 7
split_gain=0.00378633 0.00691857 0.0122792 0.0104112 0.0101632 0.00918999 0.0185601 0.0196028 0.0214388 0.0276821 0.0490946
threshold=0.02129978779703379 0.023343417793512348 0.0005375427135732026 0.0056525857653468856 0.00090704852482303988 0.0053125319536775359 0.0022272822679951791 0.00057154725072905432 0.015200819820165636 0.00046126570669002836 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 7 -7 9 10 -9
right_child=-2 2 4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=1.5546262901591508e-05 0.00010518014023948927 -0.00094607246247540742 0.0010756845219283726 0.00034595115414024608 0.00022360870213834953 0.00035642249954141334 0.00024480036591230039 -0.00034931467591471763 0.00029135063330404615 -0.0002725716024148959 -0.0030913646796868967
leaf_weight=5557.5515801906586 1091.184161067009 54.581222414970398 59.208892941474915 38.023715853691101 335.91362881660461 205.28497469425201 407.52074480056763 69.199603319168091 221.10711193084717 1484.9015218019485 35.522525787353516
leaf_count=2856 506 33 21 10 149 96 165 30 86 796 32
internal_value=0 -1.35637e-05 0.00020579 -0.000415765 0.000351532 -2.69709e-05 -0.000124466 -0.000199119 -0.000262117 -0.000339115 -0.0012815
internal_weight=0 8468.82 487.727 92.6049 395.123 7981.09 2423.54 2016.02 1810.73 1589.62 104.722
internal_count=4780 4274 213 43 170 4061 1205 1040 944 858 62
is_linear=0
shrinkage=0.06


Tree=1335
num_leaves=12
num_cat=0
split_feature=108 72 142 140 31 38 85 8 140 132 128
split_gain=0.00381321 0.0141137 0.0100293 0.00608046 0.00409135 0.0113306 0.0161092 0.0143538 0.0126754 0.0106708 0.0099813
threshold=0.079227816313505187 0.0062037324532866487 0.0017376682371832433 0.021960759535431865 0.010500331409275534 0.0005893622583243997 0.00068727668258361529 0.004017772153019906 0.016164712607860569 0.0042751494329422721 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 7 -7 8 10 -8 -6
right_child=1 -3 3 -5 5 6 9 -9 -10 -11 -12
leaf_value=-1.79852919704744e-05 0.00087530919911342877 0.0014618392369455421 -0.00089463665493471603 9.052714279635102e-05 0.0004806692495552709 -0.001205503677416972 0.00021881574592100115 0.00051379634887561922 -0.0009363882596671899 -0.00076055930252795251 -0.00029154627573947542
leaf_weight=8479.9303617477417 35.522525787353516 29.972131133079529 37.74268364906311 55.784978747367859 129.42489778995514 47.733394026756287 181.87963974475861 349.23457598686218 48.937150359153748 51.250985622406006 112.58635902404785
leaf_count=4187 32 27 34 26 60 43 83 161 36 30 61
internal_value=0 0.000291254 1.84621e-05 -0.000307562 -4.93989e-06 0.000115156 -0.000202513 0.000254535 -5.67344e-05 3.27805e-06 0.000121454
internal_weight=0 159.022 129.05 93.5277 9400.98 921.047 280.864 640.183 290.948 233.131 242.011
internal_count=4780 119 92 60 4661 474 156 318 157 113 121
is_linear=0
shrinkage=0.06


Tree=1336
num_leaves=12
num_cat=0
split_feature=95 58 143 21 29 25 70 127 86 64 65
split_gain=0.00376055 0.00903825 0.00625416 0.0150739 0.0105644 0.00992724 0.00726303 0.00841265 0.00598809 0.0197117 0.0147647
threshold=0.020658296532928947 0.00017767510871635753 0.01884530205279589 0.0013986918493174019 0.0036604277556762104 0.0010585968848317864 0.00039601318712811922 0.00044738779251929378 0.00017767510871635753 0.00038414125447161501 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 -4 5 -3 -6 -8 9 -1 -10
right_child=1 2 3 -5 6 -7 7 -9 10 -11 -12
leaf_value=-8.6236995709755755e-05 0.00084851001302632938 -0.0010896487772522341 0.00020690130868747635 -0.0015479555365753687 -0.00024704323791927517 1.5108738655711319e-05 0.00073452415628616637 -1.3810088618041014e-05 0.00017207481803200778 0.00052332067922384868 -5.0080244684517481e-05
leaf_weight=4269.5883662700653 59.115215539932251 37.74268364906311 47.920748829841614 27.751973271369934 58.005136609077454 129.42489778995514 170.8725278377533 79.096636295318604 1800.285715341568 199.82825744152069 2680.3675247430801
leaf_count=2294 29 34 27 25 28 60 65 47 878 83 1210
internal_value=0 0.00014413 6.83934e-05 -0.000437863 0.000149097 -0.000234823 0.000357496 0.000497821 -9.834e-06 -5.89725e-05 3.91815e-05
internal_weight=0 609.93 550.815 75.6727 475.142 167.168 307.974 249.969 8950.07 4469.42 4480.65
internal_count=4780 315 286 52 234 94 140 112 4465 2377 2088
is_linear=0
shrinkage=0.06


Tree=1337
num_leaves=12
num_cat=0
split_feature=51 92 36 48 110 88 116 146 53 21 0
split_gain=0.00374724 0.00549253 0.00719095 0.00454895 0.00653759 0.0073969 0.00481556 0.010839 0.00715667 0.0175063 0.0140485
threshold=0.027182282879948619 0.028020657598972324 0.00068727668258361529 0.0042751494329422721 0.0048403022810816774 0.0095705352723598498 0.024810968898236755 0.0028552538715302949 0.011169348377734424 0.0022975050378590827 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 -1 -8 9 10 -9
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=-2.2957667554040722e-05 0.00029101897586551436 0.00020330068519500448 -0.0010978676947424107 -0.00060404214321956766 0.00095500787465874399 0.00050062619050631461 0.00056551919439160644 -0.00072731798360504518 0.00027396619365597526 -0.001417699192952762 0.00056065466006458703
leaf_weight=8581.9639459848404 308.80334746837616 37.836361050605774 25.531815409660339 36.632604718208313 42.370354175567627 53.658498287200928 165.22845578193665 51.250985622406006 142.93319976329803 38.852762579917908 74.937352776527405
leaf_count=4287 165 26 23 33 22 16 68 30 56 35 19
internal_value=0 0.000186608 -0.00032186 -7.57068e-06 0.000341096 5.22714e-05 -1.26825e-05 0.000173633 -3.67298e-05 -0.00030581 3.7387e-05
internal_weight=0 372.172 63.3682 9187.83 132.661 90.2911 9055.17 473.203 307.974 165.041 126.188
internal_count=4780 214 49 4566 71 49 4495 208 140 84 49
is_linear=0
shrinkage=0.06


Tree=1338
num_leaves=12
num_cat=0
split_feature=93 110 110 9 146 119 60 66 140 61 8
split_gain=0.00360066 0.0062892 0.00757571 0.0139828 0.0231882 0.0191408 0.0372888 0.0391384 0.0322978 0.0328264 0.0306141
threshold=0.010829726699739696 0.015675474889576439 0.00017767510871635753 0.0016846025246195497 0.0015349716995842757 0.00047558375808876013 0.0011261500185355546 0.00017767510871635753 0.0012357163941487672 0.0005375427135732026 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 10 8 -8 -10 -6
right_child=-2 -3 3 -5 5 -7 7 -9 9 -11 -12
leaf_value=3.1392785390688161e-05 8.9152904272508899e-05 0.00022415838031749331 0.00013721374144961168 0.00016163303203502909 -0.00081780630236031834 5.4981352834163654e-05 -0.0028684131223287693 -0.00017299538756444495 -2.9867301306470355e-05 -0.0012020199988603676 8.7256055918512204e-05
leaf_weight=3960.0917991399765 1392.8445980548859 376.79919445514679 809.02270793914795 671.6399028301239 163.55631244182587 606.880615234375 31.082210063934326 371.06144499778748 120.54426634311676 300.18969833850861 756.28693377971649
leaf_count=1805 802 202 365 314 115 288 28 213 52 230 366
internal_value=0 -1.5216e-05 -2.67966e-05 -8.69576e-05 -0.000139821 -0.000235212 -0.000336265 -0.000629677 -0.00100461 -0.000866274 -7.37435e-05
internal_weight=0 8167.16 7790.36 3830.26 3158.62 2349.6 1742.72 822.878 451.816 420.734 919.843
internal_count=4780 3978 3776 1971 1657 1292 1004 523 310 282 481
is_linear=0
shrinkage=0.06


Tree=1339
num_leaves=12
num_cat=0
split_feature=144 132 109 92 58 128 81 125 76 0 84
split_gain=0.00352378 0.0147063 0.0257665 0.0353937 0.00978734 0.00926989 0.00835925 0.0110128 0.0121779 0.0111517 0.0073964
threshold=0.0087224207818508166 0.00038414125447161501 0.0026012937305495147 0.00017767510871635753 0.0053125319536775359 0.0010918468469753864 0.016668972559273246 0.00075379351619631063 0.00040826165059115743 0.0015833032084628942 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 5 -4 7 8 9 -3 -1
right_child=1 6 4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-2.9824412143158849e-05 0.0021443935946975764 -0.00032794101873440069 -2.087492519948783e-05 0.0002286229004572958 0.00046068755857102081 -0.0013441107681113548 -0.00071773590625950066 0.00013046621298417051 6.0666420170278722e-05 -0.0015756645659244916 0.00020945181105012573
leaf_weight=7639.7177164554596 60.412649273872375 69.199603319168091 49.030827760696411 81.504148960113525 63.649208664894104 31.082210063934326 56.895057678222656 840.57330501079559 131.7387330532074 41.072920441627502 495.12330293655396
leaf_count=3899 14 30 28 33 25 28 27 353 54 37 252
internal_value=0 8.70154e-05 0.000471868 0.00104508 -9.43227e-05 -0.000535299 -9.50407e-06 2.77798e-05 -0.000328786 -0.000793684 -1.52586e-05
internal_weight=0 1425.16 285.679 141.917 143.762 80.113 1139.48 1082.58 242.011 110.273 8134.84
internal_count=4780 629 128 47 81 56 501 474 121 67 4151
is_linear=0
shrinkage=0.06


Tree=1340
num_leaves=12
num_cat=0
split_feature=99 34 109 127 26 4 92 87 83 145 104
split_gain=0.00366342 0.00480677 0.00577015 0.00906702 0.00517939 0.0121814 0.0154522 0.010692 0.0234743 0.0284477 0.0217627
threshold=0.023343417793512348 0.02636832278221846 0.054214311763644225 0.00017767510871635753 0.0010918468469753864 0.0049928687512874612 0.002945306478068233 0.0020292587578296666 0.018276390619575981 0.0087224207818508166 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 7 -6 -7 -1 9 -9 -10
right_child=-2 2 3 -5 5 6 -8 8 10 -11 -12
leaf_value=-1.6432786848269205e-06 0.00012637672195742774 0.00016569102908495546 8.434763537593837e-05 -0.001141681274405952 0.0002176086219206508 3.267989024756578e-05 -0.0016382916890994182 -0.00019324879552764086 -0.0015667269437332966 0.00050901968422645163 -0.00036516531669954845
leaf_weight=5466.632835149765 759.88415288925171 859.8989839553833 65.869366526603699 32.285966396331787 638.97922682762146 59.021538138389587 29.972131133079529 838.71380686759949 61.241696000099182 275.87568914890289 471.62429058551788
leaf_count=2669 442 427 27 21 325 37 27 416 39 103 247
internal_value=0 -1.0926e-05 0.000115935 -0.000319678 -2.64257e-05 0.000125996 -0.000531293 -4.20243e-05 -0.00017601 -1.9398e-05 -0.000503528
internal_weight=0 8800.12 958.054 98.1553 7842.06 727.973 88.9937 7114.09 1647.46 1114.59 532.866
internal_count=4780 4338 475 48 3863 389 64 3474 805 519 286
is_linear=0
shrinkage=0.06


Tree=1341
num_leaves=12
num_cat=0
split_feature=51 129 3 44 102 86 143 34 81 71 69
split_gain=0.00371294 0.00686729 0.00701565 0.00771413 0.00948569 0.00820002 0.00479518 0.00415715 0.00587895 0.00713142 0.00946569
threshold=0.027182282879948619 0.013860232196748258 0.0011980500421486797 0.0010918468469753864 0.0012357163941487672 0.00017767510871635753 0.00899649551138282 0.02636832278221846 0.00899649551138282 0.02129978779703379 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 -2 -4 -1 9 10 -9
right_child=1 -3 6 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-2.1364260759870975e-05 1.0967833733699816e-05 -0.00061934053075401172 0.0010053614756638054 0.00076276910949154729 -0.00022431380108211407 -0.0013328496600872668 0.00025484869621900466 0.00061277845673286054 -4.7772949374981139e-05 -0.00011769391850895412 -1.4475615803442884e-05
leaf_weight=8223.019691824913 49.030827760696411 34.506124258041382 61.241696000099182 78.08023476600647 63.461853861808777 24.421736478805542 61.429050803184509 238.6810200214386 451.09485530853271 139.13457596302032 135.8980165719986
leaf_count=4093 28 23 39 38 41 22 23 118 180 93 82
internal_value=0 0.000185749 0.00026818 6.15112e-05 0.000320354 -0.000437033 0.000630046 -7.53942e-06 0.000110279 0.000249048 0.000385266
internal_weight=0 372.172 337.665 214.995 141.542 73.4526 122.671 9187.83 964.808 513.714 374.579
internal_count=4780 214 191 129 79 50 62 4566 473 293 200
is_linear=0
shrinkage=0.06


Tree=1342
num_leaves=12
num_cat=0
split_feature=34 117 93 44 138 17 93 53 145 147 146
split_gain=0.00349214 0.00908086 0.016413 0.0149215 0.0133951 0.0297639 0.0190206 0.0196961 0.0453419 0.0174048 0.0138473
threshold=0.00077738583786413084 0.0036604277556762104 0.0020292587578296666 0.00057154725072905432 0.00017767510871635753 0.0010585968848317864 0.00082683752407319855 0.00050559637020342063 0.0020932231564074759 0.0010585968848317864 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 10 -9 -6 -1
right_child=-2 2 -4 -5 9 -7 -8 8 -10 -11 -12
leaf_value=0.00085971953076237058 -1.5570165769676304e-05 0.0010270840067146316 -0.00022879064127980404 0.00017590424445320844 0.0011503602386408187 -0.0018315003364382204 0.00054577423869145523 -0.0026604593753808345 -0.00019948726874940867 6.1909624325966203e-05 -0.00039540043261048326
leaf_weight=54.674899816513062 8073.8803555965424 136.17904877662659 137.10177290439606 162.72726571559906 58.098814010620117 39.962841510772705 111.38260269165039 37.74268364906311 93.715017199516296 579.69070637226105 74.843675374984741
leaf_count=25 4088 58 75 90 20 36 68 34 44 215 27
internal_value=0 8.45094e-05 0.00031465 0.000563908 -1.10664e-05 -0.000277547 -0.000110324 -0.000390443 -0.00090754 0.000161226 0.00013469
internal_weight=0 1486.12 436.008 298.906 1050.11 412.322 372.359 260.976 131.458 637.79 129.519
internal_count=4780 692 223 148 469 234 198 130 78 235 52
is_linear=0
shrinkage=0.06


Tree=1343
num_leaves=12
num_cat=0
split_feature=20 111 62 45 75 98 8 114 118 32 147
split_gain=0.00342013 0.00585263 0.00548244 0.0142972 0.00627939 0.00899104 0.00984052 0.0114793 0.00887539 0.0247147 0.0341837
threshold=0.0042751494329422721 0.0087224207818508166 0.0070226341485977182 0.0031340263085439806 0.023343417793512348 0.00017767510871635753 0.00747153488919139 0.017188700847327713 0.0054799309000372895 0.0015833032084628942 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 -6 7 -7 9 -1 -11
right_child=-2 -3 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=8.1966409030511424e-06 8.5572308356641544e-05 -0.00066064339656241131 0.0010414146801869702 -5.1193411297882474e-05 -0.00011118792682458932 0.00079675853693458344 -0.00010880701598006328 -0.00016796549203937757 9.9428341202425184e-05 0.00023030023706381613 -0.00042448546727146967
leaf_weight=4256.2814689874649 1429.4912526607513 50.140906691551208 63.55553126335144 133.58418130874634 247.84268367290497 188.82114553451538 111.56995749473572 58.005136609077454 1434.0392956733704 376.15750253200531 1210.5106211900711
leaf_count=2185 738 29 33 88 102 65 52 28 637 161 662
internal_value=0 -1.50603e-05 -1.10462e-05 0.0003014 -1.88634e-05 0.00016665 0.000358761 0.000570068 -3.43204e-05 -6.71475e-05 -0.000269248
internal_weight=0 8130.51 8080.37 197.14 7883.23 606.239 358.396 246.826 7276.99 5842.95 1586.67
internal_count=4780 4042 4013 121 3892 247 145 93 3645 3008 823
is_linear=0
shrinkage=0.06


Tree=1344
num_leaves=12
num_cat=0
split_feature=147 7 77 8 86 137 52 142 121 19 15
split_gain=0.00368386 0.0129423 0.00908869 0.0126877 0.00442226 0.0182956 0.0169408 0.0321127 0.026407 0.0448969 0.0152554
threshold=0.11126060038805009 0.0012357163941487672 0.00899649551138282 0.000490355829242617 0.00017767510871635753 0.00077738583786413084 0.020658296532928947 0.00244467705488205 0.00039601318712811922 0.002945306478068233 0.060991313308477409
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 10 -8 -9 -10 -1
right_child=1 2 -4 -5 -6 -7 7 8 9 -11 -12
leaf_value=-9.7058728391104544e-05 0.0010998385011913533 0.00039307439754318369 0.00041522844428297832 -0.0011076454980220032 3.6216988414229573e-05 0.00020458688128139314 0.00084660983544644554 -0.00029088119760370379 -0.0030976550544154725 -0.00051592192752174032 0.00043199599758443592
leaf_weight=3395.3520336151123 49.124505162239075 35.709880590438843 89.368378877639771 46.716992497444153 4594.3496780395508 856.8497793674469 49.124505162239075 135.06896984577179 41.072920441627502 59.115215539932251 208.14682447910309
leaf_count=1846 20 16 32 34 2150 400 20 57 37 29 139
internal_value=0 0.000242097 -3.67007e-06 -0.000457799 -5.74063e-06 -4.63683e-05 -0.00010168 -0.000547431 -0.00083876 -0.00157636 -6.64881e-05
internal_weight=0 220.92 171.795 82.4269 9339.08 4744.73 3887.88 284.382 235.257 100.188 3603.5
internal_count=4780 102 82 50 4678 2528 2128 143 123 66 1985
is_linear=0
shrinkage=0.06


Tree=1345
num_leaves=12
num_cat=0
split_feature=37 145 98 145 100 21 110 73 92 60 131
split_gain=0.00379055 0.00901409 0.0299455 0.0260257 0.0718514 0.0187584 0.0158973 0.0180826 0.0148813 0.0232503 0.0140175
threshold=0.0023699469165876512 0.0012745757703669371 0.0022975050378590827 0.00044738779251929378 0.00044738779251929378 0.0020292587578296666 0.0011261500185355546 0.00073092587990686308 0.0072436286136507997 0.0084566329605877417 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -3 -8 -10 -4
right_child=1 6 10 4 5 -7 8 -9 9 -11 -12
leaf_value=-2.0418709417787684e-05 -3.9697042311572665e-05 0.00078738487406420548 -9.4273335916793449e-06 -0.0033194623014066419 -0.00095195185155589311 0.00060418543532563386 0.00012729321040039166 0.00014599208455148062 -0.00023096663656741397 -0.0021641682468130237 0.00065683138074810424
leaf_weight=7400.7697141170502 188.54011332988739 237.75829589366913 347.93714225292206 38.852762579917908 71.232406377792358 45.700590968132019 422.87449502944946 472.92172431945801 138.02449703216553 26.641894340515137 168.74604737758636
leaf_count=3708 89 101 176 35 48 25 195 232 92 24 55
internal_value=0 6.99327e-05 -8.05953e-05 -0.000513967 -0.00108756 -0.000343775 0.000169765 0.000360651 -6.11501e-05 -0.000544869 0.000208254
internal_weight=0 2159.23 861.009 344.326 155.786 116.933 1298.22 710.68 587.541 164.666 516.683
internal_count=4780 1072 428 197 108 73 644 333 311 116 231
is_linear=0
shrinkage=0.06


Tree=1346
num_leaves=12
num_cat=0
split_feature=124 12 101 15 144 44 56 110 125 150 118
split_gain=0.00373026 0.013416 0.014587 0.0227072 0.0180881 0.0143361 0.0117448 0.0142441 0.0159293 0.0123793 0.0266904
threshold=0.00073092587990686308 0.00040826165059115743 0.0022272822679951791 0.012636432424187662 0.0020292587578296666 0.00044738779251929378 0.00080172589514404546 0.00066645268816500913 0.0013986918493174019 0.00017767510871635753 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 4 -4 -2 9 8 -8 10 -1
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00035169683004477491 -0.00042468499996542295 4.3112555918290124e-06 -0.0015919404739575046 0.00088810494182720761 0.00015066132832444759 0.00075376486579244325 0.00070835884755804054 0.00054888709487963796 -0.00065411189958071783 -0.00012981510514259702 -0.00096071936090646592
leaf_weight=451.18853271007538 43.386755704879761 5336.5521955490112 44.403157234191895 46.90434730052948 41.353952646255493 256.62963771820068 45.700590968132019 241.27588748931885 94.825096130371094 2894.2239989042282 63.55553126335144
leaf_count=172 31 2665 40 18 13 118 25 88 45 1532 33
internal_value=0 3.0367e-05 0.000351657 -0.000172159 -0.000752423 0.000583259 -4.62494e-05 0.000269283 -0.000210832 -8.15957e-05 0.000189497
internal_weight=0 5769.23 432.678 132.661 85.7571 300.016 3790.77 381.802 140.526 3408.97 514.744
internal_count=4780 2885 220 71 53 149 1895 158 70 1737 205
is_linear=0
shrinkage=0.06


Tree=1347
num_leaves=12
num_cat=0
split_feature=9 103 52 138 97 31 14 70 117 107 38
split_gain=0.00374735 0.00567894 0.00926341 0.00553959 0.00684425 0.00906302 0.00663102 0.00500059 0.0147019 0.0165764 0.0241966
threshold=0.0020932231564074759 0.0020292587578296666 0.0037758676335215573 0.035692447796463973 0.00082683752407319855 0.00039601318712811922 0.0011980500421486797 0.0010918468469753864 0.12087306752800943 0.00073092587990686308 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 6 -6 -5 8 -1 -10 -11
right_child=1 2 -4 4 5 -7 -8 -9 9 10 -12
leaf_value=3.2416612635181364e-05 0.00014476022000984787 0.00027103001741090834 -0.0013805363878235241 0.0010613957435670577 -0.0010077928702560139 0.00024505039027202647 0.00022130415292514775 -7.6769506504127712e-05 0.00042209138360867421 -0.0022091966096481302 0.00013433201296213993
leaf_weight=4826.1828696727753 925.768350481987 25.531815409660339 23.311657547950745 53.564820885658264 28.862052202224731 73.546241641044617 91.682214140892029 3414.6917624473572 31.269564867019653 38.852762579917908 26.7355717420578
leaf_count=2278 454 23 21 24 26 42 26 1823 12 35 16
internal_value=0 0.000111474 -0.000518428 -1.267e-05 0.000266919 -0.000108681 0.000531634 -2.09777e-05 1.7721e-05 -0.000713801 -0.00125516
internal_weight=0 974.612 48.8435 8585.39 247.655 102.408 145.247 8337.73 4923.04 96.8579 65.5883
internal_count=4780 498 44 4282 118 68 50 4164 2341 63 51
is_linear=0
shrinkage=0.06


Tree=1348
num_leaves=12
num_cat=0
split_feature=99 19 58 22 15 118 82 9 32 14 133
split_gain=0.00377961 0.00571616 0.00876007 0.00906576 0.00840966 0.00951383 0.00815169 0.00735865 0.00651949 0.00637892 0.00514946
threshold=0.023343417793512348 0.011880517937242987 0.0020932231564074759 0.00043393640953581786 0.00057154725072905432 0.00075379351619631063 0.0034400182776153092 0.0015349716995842757 0.002945306478068233 0.0063990866765379914 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 8 6 9 -6 -4 10 -3 -2 -5
right_child=1 2 3 7 5 -7 -8 -9 -10 -11 -12
leaf_value=-1.1099975899915532e-05 -0.00066555884989414 0.00063695533768992954 -0.0019295430684577199 -0.00099798821523195097 -3.1101470509792869e-05 0.00062175595391119893 -0.00035768135986830491 0.00067398017653377774 -0.00019594577124395411 0.00020261880937701162 9.1402295646281291e-05
leaf_weight=8800.1155307292938 53.564820885658264 73.63991904258728 22.201578617095947 31.082210063934326 121.56066787242889 236.91519927978516 25.531815409660339 31.269564867019653 62.445452332496643 70.403359651565552 31.269564867019653
leaf_count=4338 24 34 20 28 61 173 23 12 32 23 12
internal_value=0 0.000128363 -8.86219e-05 -0.000419284 0.000253138 0.000400422 -0.00109129 -7.58607e-05 0.000254899 -0.000172742 -0.000452385
internal_weight=0 759.884 277.44 141.355 482.444 358.476 47.7334 93.6213 136.085 123.968 62.3518
internal_count=4780 442 161 95 281 234 43 52 66 47 40
is_linear=0
shrinkage=0.06


Tree=1349
num_leaves=12
num_cat=0
split_feature=49 45 3 52 44 13 60 110 37 27 31
split_gain=0.00342685 0.00641322 0.00693863 0.00625781 0.00740227 0.00425979 0.00422687 0.0146216 0.0296753 0.0325043 0.0349119
threshold=0.0049928687512874612 0.0010263677686452868 0.015200819820165636 0.0017376682371832433 0.00244467705488205 0.00040826165059115743 0.025578102096915249 0.0021592099219560628 0.007706565549597145 0.0053125319536775359 0.014293605927377941
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -6 -1 8 9 10 -8
right_child=1 3 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=4.4227860560175993e-06 -0.00075813088271871494 0.0014346192990836036 0.00033597661078204293 4.6301858544149005e-05 0.00073777853097363238 -0.00017636229713897559 -0.001667310988143683 0.00026022904044099799 0.00035520438916928607 0.00019667278682498934 0.00018020844213906408
leaf_weight=8635.7020717859268 44.496834635734558 33.396045327186584 39.133794784545898 107.12964177131653 44.590512037277222 31.082210063934326 136.91441810131073 203.53320384025574 139.79031777381897 93.902372002601624 50.328261494636536
leaf_count=4392 32 22 11 48 24 28 91 54 37 28 13
internal_value=0 0.00019959 -0.000246369 0.000372131 0.000691832 0.000362562 -6.47876e-06 -0.000157212 -0.000359069 -0.000714218 -0.00117089
internal_weight=0 299.829 83.6306 216.198 109.069 75.6727 9260.17 624.469 420.935 281.145 187.243
internal_count=4780 165 43 122 74 52 4615 223 169 132 104
is_linear=0
shrinkage=0.06


Tree=1350
num_leaves=12
num_cat=0
split_feature=93 135 11 95 11 105 140 147 81 3 53
split_gain=0.00375319 0.00631704 0.0108984 0.00731875 0.0143806 0.0140919 0.00639638 0.00543822 0.0158991 0.0181586 0.0137661
threshold=0.010829726699739696 0.00050559637020342063 0.00044738779251929378 0.0014881226234138014 0.020658296532928947 0.00073092587990686308 0.002945306478068233 0.037906534969806678 0.016668972559273246 0.00096484774257987748 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 5 -5 -4 -2 10 9 -9 -1
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00030045395975085643 0.00016044928915886171 7.9919443733847228e-06 0.0014271464759525649 -0.00023201069343680447 0.0011003796111976796 0.00032370085510290624 -0.0010234468519601369 0.00099019328477178525 -0.00092411456621151894 8.6732187088207918e-05 -7.8603765303739807e-06
leaf_weight=635.00729811191559 33.396045327186584 979.41279888153076 60.225294470787048 113.50908315181732 39.133794784545898 134.97529244422913 32.192288994789124 88.258299946784973 50.140906691551208 855.92705523967743 6537.8215255737305
leaf_count=281 22 567 30 78 11 65 29 31 29 383 3254
internal_value=0 9.10185e-05 0.000287658 0.000421421 0.000110077 0.000664704 -0.000421308 -1.5538e-05 0.000115955 0.00017128 -3.37674e-05
internal_weight=0 1392.84 413.432 347.843 152.643 195.201 65.5883 8167.16 994.326 944.185 7172.83
internal_count=4780 802 235 184 89 95 51 3978 443 414 3535
is_linear=0
shrinkage=0.06


Tree=1351
num_leaves=12
num_cat=0
split_feature=19 144 116 69 26 39 129 37 18 73 34
split_gain=0.00337921 0.00776123 0.0184943 0.012756 0.0043527 0.0080118 0.0128431 0.0142751 0.0121809 0.0159112 0.0118119
threshold=0.086341444402933135 0.0032328735105693345 0.0030382014811038975 0.0030382014811038975 0.00087947337306104611 0.0031340263085439806 0.0015833032084628942 0.0018488886416889729 0.00066645268816500913 0.0010585968848317864 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 7 8 -6 -10 -7
right_child=1 -3 3 -5 5 10 -8 -9 9 -11 -12
leaf_value=-2.0999476533145558e-05 0.00039886472940117192 0.00078126460546808923 -0.0017331759708302176 4.8844192481478539e-05 0.0001354554123270064 0.00063664061263054563 0.00042938594126909756 -0.001075514804507778 -0.00020024489621537055 -0.0020264713072181383 5.9500403529559678e-05
leaf_weight=8203.1319484710693 139.60296297073364 64.852964997291565 29.972131133079529 27.845650672912598 247.56165146827698 198.90553331375122 142.83952236175537 61.241696000099182 64.571932792663574 23.311657547950745 356.16203188896179
leaf_count=4067 53 18 27 17 126 66 64 39 42 21 240
internal_value=0 0.000212341 2.51481e-05 -0.000876334 -6.00298e-06 0.000106376 -5.82697e-05 -0.000233929 -8.00076e-05 -0.000686415 0.000266393
internal_weight=0 262.274 197.421 57.8178 9297.73 1094.59 539.526 396.687 335.445 87.8836 555.068
internal_count=4780 115 97 44 4665 598 292 228 189 63 306
is_linear=0
shrinkage=0.06


Tree=1352
num_leaves=12
num_cat=0
split_feature=69 25 58 48 51 24 148 88 34 70 34
split_gain=0.00372713 0.00674756 0.00834893 0.00378246 0.0043757 0.00599941 0.0069416 0.00741388 0.00413747 0.00812814 0.00403898
threshold=0.04673989117145539 0.00090704852482303988 0.0031340263085439806 0.0042751494329422721 0.027182282879948619 0.0081988852471113222 0.020035739988088611 0.0034400182776153092 0.011519505176693203 0.0019071503775194289 0.02636832278221846
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 10 6 -6 -8 9 -5 -1
right_child=1 -3 -4 8 5 -7 7 -9 -10 -11 -12
leaf_value=-3.1116910220959333e-05 -0.00073821802383855842 0.00075413858832529637 0.0005694898793519083 -3.5392178104156324e-05 0.00040886662238107574 -0.00055636452691065351 -0.00097239105169244651 0.00034726439808663252 -0.00019243148962173835 0.0010750571001554557 0.00010104132085371454
leaf_weight=8000.0671316385269 35.616203188896179 64.759287595748901 34.506124258041382 46.810669898986816 264.40019023418427 34.412446856498718 29.972131133079529 31.17588746547699 41.166597843170166 48.014426231384277 929.09858727455139
leaf_count=3973 24 26 23 26 125 31 27 20 29 19 457
internal_value=0 0.000313038 -9.48204e-05 -4.49492e-06 -9.09549e-06 0.000195975 0.000275648 -0.000300106 0.00030953 0.000527421 -1.73646e-05
internal_weight=0 134.882 70.1223 9425.12 9289.13 359.961 325.548 61.148 135.992 94.8251 8929.17
internal_count=4780 73 47 4707 4633 203 172 47 74 45 4430
is_linear=0
shrinkage=0.06


Tree=1353
num_leaves=12
num_cat=0
split_feature=82 2 95 16 95 132 42 113 80 135 27
split_gain=0.00335962 0.0111349 0.012045 0.0135866 0.0155061 0.0120796 0.0200824 0.0225871 0.014836 0.0146341 0.0117746
threshold=0.002945306478068233 0.028458753600716594 0.00047558375808876013 0.000490355829242617 0.0027679565828293566 0.00038414125447161501 0.0020932231564074759 0.0014881226234138014 0.0025217677466571335 0.00096484774257987748 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 -4 -6 8 -8 -7 -9 -2
right_child=1 -3 3 -5 5 6 7 9 -10 -11 -12
leaf_value=-1.993137743464829e-05 0.0001707225149648245 0.00094600592419937738 -0.00029759723490214524 0.00046989936803884546 0.00026608321123382705 -0.00038839503006476652 0.0007746474473943033 -0.0014331772242958752 -0.0022827174251325594 -8.3305309754073387e-05 0.00094573985741955627
leaf_weight=7277.298020362854 446.82784450054169 50.234584093093872 705.6635901927948 172.8116534948349 509.36697423458099 35.616203188896179 92.604938268661499 37.74268364906311 25.531815409660339 122.57706940174103 83.72430682182312
leaf_count=3427 257 21 474 91 281 24 43 34 23 70 35
internal_value=0 6.34958e-05 4.35963e-05 -3.42212e-05 -9.12215e-05 8.56512e-05 -0.000206967 2.9083e-05 -0.00118179 -0.000401789 0.00029318
internal_weight=0 2282.7 2232.47 1701.91 1529.1 823.44 314.073 252.925 61.148 160.32 530.552
internal_count=4780 1353 1332 1040 949 475 194 147 47 104 292
is_linear=0
shrinkage=0.06


Tree=1354
num_leaves=12
num_cat=0
split_feature=112 145 110 118 73 44 72 43 98 1 38
split_gain=0.00373873 0.0044734 0.00821215 0.0209017 0.0391765 0.0259673 0.0236383 0.0354952 0.0382227 0.0184972 0.0182388
threshold=0.0079489401541650313 0.00044738779251929378 0.00096484774257987748 0.01884530205279589 0.0063990866765379914 0.00073092587990686308 0.00082683752407319855 0.0056525857653468856 0.010180860292166473 0.00093549740267917525 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 10 7 8 -7 -8 -1
right_child=-2 -3 -4 4 -6 6 9 -9 -10 -11 -12
leaf_value=0.0001952636385613171 0.00017464610334759451 -2.749821873348507e-05 0.00029050290837342302 -0.0021087511659352853 0.00014515269342534848 -0.0031944061647014442 0.0003065481167427367 0.00037149690906124866 -0.00015526993893837291 -0.00045096071996539024 0.0010696833759193899
leaf_weight=319.26244485378265 421.65668880939484 7526.4896655082703 480.23793971538544 46.716992497444153 68.183201789855957 35.522525787353516 281.42608380317688 40.150196313858032 25.625492811203003 197.32706737518311 117.4013843536377
leaf_count=134 299 3797 182 34 21 32 108 20 15 105 33
internal_value=0 -8.07117e-06 8.26388e-05 -5.59301e-06 -0.000772293 8.11201e-05 -0.000181961 -0.00101416 -0.00192312 -5.70229e-06 0.000430551
internal_weight=0 9138.34 1611.85 1131.62 114.9 1016.72 580.051 101.298 61.148 478.753 436.664
internal_count=4780 4481 684 502 55 447 280 67 47 213 167
is_linear=0
shrinkage=0.06


Tree=1355
num_leaves=12
num_cat=0
split_feature=99 107 133 77 58 38 65 73 87 107 72
split_gain=0.00387783 0.00419409 0.0107912 0.00559508 0.00688833 0.00765154 0.0107468 0.00549478 0.0145317 0.00455275 0.00410875
threshold=0.023343417793512348 0.00073092587990686308 0.013860232196748258 0.007706565549597145 0.001792412775103003 0.00017767510871635753 0.00060774214216507982 0.00042089859198313212 0.00070876078098081063 0.0079489401541650313 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 -3 6 -6 9 -9 -7 -2
right_child=1 3 -4 -5 5 7 -8 8 -10 -11 -12
leaf_value=-1.1241614957367721e-05 0.00037114158113591951 0.00046766128067116716 -0.00093249550668014671 0.00059802471174376533 -0.0013720472897033173 -0.00073736713819287506 0.00017639398546335499 0.001471271987720354 -1.1757948993925029e-05 0.00016176902314488505 -0.00017651454098244405
leaf_weight=8800.1155307292938 103.8930823802948 137.00809550285339 43.386755704879761 113.60276055335999 33.302367925643921 37.836361050605774 31.17588746547699 32.192288994789124 90.291103005409241 43.480433106422424 93.715017199516296
leaf_count=4338 37 83 31 70 30 26 20 29 49 23 44
internal_value=0 0.000130022 -7.67945e-05 0.000226073 0.000121692 -5.51009e-05 -0.000624247 0.000125183 0.000378909 -0.000256987 0.000111459
internal_weight=0 759.884 240.995 518.889 405.287 268.278 64.4783 203.8 122.483 81.3168 197.608
internal_count=4780 442 112 330 260 177 50 127 78 49 81
is_linear=0
shrinkage=0.06


Tree=1356
num_leaves=12
num_cat=0
split_feature=35 35 54 10 109 95 54 38 98 104 94
split_gain=0.00361019 0.0117798 0.0116604 0.0332613 0.014916 0.0140002 0.0109782 0.015249 0.0200402 0.0101622 0.00836167
threshold=0.00057154725072905432 0.00017767510871635753 0.00073092587990686308 0.00090704852482303988 0.004017772153019906 0.00047558375808876013 0.00017767510871635753 0.0005893622583243997 0.034632634371519096 0.012636432424187662 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 8 -1 10 -3
right_child=-2 9 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.001048557002604082 -1.7660237564868826e-05 0.00010325896226249945 -0.0018379857474027555 -8.2939200025741074e-05 -0.0010639934941333079 0.00015763011041092031 0.0010337142391604306 0.0010259884337585358 0.00083779945883570019 -0.00037107130796901151 0.00056204405444109946
leaf_weight=51.063630819320679 7777.9436181783676 252.00196719169617 41.072920441627502 696.60965383052826 48.937150359153748 108.42707550525665 93.902372002601624 49.218182563781738 33.489722728729248 76.595446228981018 330.73794376850128
leaf_count=46 3878 130 37 385 36 33 28 12 14 69 112
internal_value=0 7.70162e-05 -4.12024e-05 -0.000180893 0.000226404 -0.000222705 0.000536782 0.000187444 -0.000301306 0.000278295 0.000363697
internal_weight=0 1782.06 1122.72 737.683 385.038 157.364 227.674 133.772 84.5534 659.335 582.74
internal_count=4780 902 591 422 169 69 100 72 60 311 242
is_linear=0
shrinkage=0.06


Tree=1357
num_leaves=12
num_cat=0
split_feature=97 28 10 143 133 113 143 45 91 128 58
split_gain=0.00341655 0.00570497 0.00360393 0.0116003 0.0103159 0.022529 0.0115449 0.0084698 0.0072936 0.00937021 0.00710865
threshold=0.091400381177663817 0.00085274505545385193 0.037906534969806678 0.002945306478068233 0.0048403022810816774 0.0014881226234138014 0.0070226341485977182 0.017188700847327713 0.0042751494329422721 0.00046126570669002836 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 10 5 6 -5 -7 9 -6 -4
right_child=1 -3 3 4 8 7 -8 -9 -10 -11 -12
leaf_value=-1.5135163545864736e-05 0.00060745983058970278 -0.00013981200363429556 -0.00037706713132399175 0.00043815563510556419 0.00017651602524052949 -0.00064419514516045155 0.0015927088357279352 0.00030766273688268209 0.00023041910737110508 -0.0014685410122526042 0.00029464644259055836
leaf_weight=8701.3981333971024 84.928063154220581 64.759287595748901 193.62212097644806 53.564820885658264 23.311657547950745 44.590512037277222 74.843675374984741 136.17904877662659 76.047431707382202 26.641894340515137 80.113037824630737
leaf_count=4338 28 26 134 24 21 24 27 58 20 24 56
internal_value=0 0.00028429 -4.53625e-06 0.000125541 0.000318008 0.000504451 0.00111181 7.26412e-05 -0.000139517 -0.000702029 -0.000180443
internal_weight=0 149.687 9410.31 708.914 435.179 309.178 128.408 180.77 126.001 49.9536 273.735
internal_count=4780 54 4726 388 198 133 51 82 65 45 190
is_linear=0
shrinkage=0.06


Tree=1358
num_leaves=12
num_cat=0
split_feature=19 127 94 59 9 81 101 19 101 98 71
split_gain=0.00330457 0.0121617 0.00575991 0.0126367 0.00420918 0.00553962 0.0137652 0.0228021 0.0408469 0.0277496 0.0349328
threshold=0.086341444402933135 0.0011261500185355546 0.0048403022810816774 0.0030382014811038975 0.0020932231564074759 0.0079489401541650313 0.00040826165059115743 0.00077738583786413084 0.00096484774257987748 0.00080172589514404546 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -7 8 -8 -9 -11
right_child=1 -3 -4 -5 -6 6 7 9 -10 10 -12
leaf_value=1.0306033827294008e-05 -0.00074109687105297097 -0.0005119304397140247 0.0006823195443337477 0.00085806262691278138 0.0001142688157547723 7.5664170426468442e-05 -6.648623030718157e-05 0.00024966707525635916 -0.0028531666073184966 -0.00058085583553213341 0.00030711060412572989
leaf_weight=6089.761824965477 37.836361050605774 63.55553126335144 127.48577213287354 33.396045327186584 942.3258570432663 942.33990693092346 45.794268369674683 400.03122448921204 32.192288994789124 632.03772103786469 213.24288201332092
leaf_count=3198 26 33 34 22 477 380 17 134 29 343 87
internal_value=0 0.000209984 0.000441013 8.79244e-06 -5.93546e-06 -1.94934e-05 -9.95875e-05 -0.000224383 -0.00121899 -0.000162004 -0.000356835
internal_weight=0 262.274 198.718 71.2324 9297.73 8355.4 2265.64 1323.3 77.9866 1245.31 845.281
internal_count=4780 115 82 48 4665 4188 990 610 46 564 430
is_linear=0
shrinkage=0.06


Tree=1359
num_leaves=12
num_cat=0
split_feature=99 19 78 52 44 118 123 37 81 47 116
split_gain=0.00353198 0.00484419 0.00892102 0.00568388 0.00871373 0.00622364 0.00466026 0.00445782 0.00432182 0.00487308 0.00406785
threshold=0.023343417793512348 0.011880517937242987 0.0019071503775194289 0.0015349716995842757 0.00057154725072905432 0.00075379351619631063 0.00017767510871635753 0.00050559637020342063 0.013860232196748258 0.0066005610860884198 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 -2 6 -5 -7 9 -9 -1
right_child=1 2 -4 5 -6 7 -8 8 -10 -11 -12
leaf_value=-2.6993882619010912e-05 -0.00069661403618798546 -0.00078105150141704281 8.8346873733262076e-05 0.00028280972481835857 0.00029499000340609151 0.00033579813033541715 -0.00055439262422505198 0.0014883850900604654 0.00016391692386315089 0.00041054545204343904 9.1574581332823067e-05
leaf_weight=7592.9210964441299 52.361064553260803 52.26738715171814 225.1727180480957 64.759287595748901 81.316794157028198 156.16046953201294 37.836361050605774 43.293078303337097 23.405334949493408 23.311657547950745 1207.1944342851639
leaf_count=3776 31 39 122 26 49 76 26 39 13 21 562
internal_value=0 0.000124089 -7.56629e-05 0.000238953 -9.36476e-05 0.000366425 -2.61822e-05 0.000529995 0.000866164 0.00111232 -1.07279e-05
internal_weight=0 759.884 277.44 482.444 133.678 348.766 102.596 246.171 90.0101 66.6047 8800.12
internal_count=4780 442 161 281 80 201 52 149 73 60 4338
is_linear=0
shrinkage=0.06


Tree=1360
num_leaves=12
num_cat=0
split_feature=112 52 23 31 31 106 138 60 125 15 31
split_gain=0.00343874 0.00749055 0.00741547 0.0059238 0.0101196 0.0235701 0.0143625 0.0138192 0.0212487 0.0232643 0.0122549
threshold=0.0038949446752667431 0.0017376682371832433 0.0044099434744566688 0.00093549740267917525 0.0014427106943912806 0.0022272822679951791 0.00096484774257987748 0.025578102096915249 0.0079489401541650313 0.0037758676335215573 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 10 9 -9 -6
right_child=1 -3 -4 4 7 -7 -8 8 -10 -11 -12
leaf_value=-4.6479412313316451e-05 0.00018066148025605057 0.00021948668163600065 -0.00056277123289662039 0.0011959595974378257 -0.0003775158260070396 -0.00013629047434808255 0.00031802888649121153 -0.0023432396953355383 0.0002880738733799947 -0.00044626394785121534 9.3133286074817349e-05
leaf_weight=5766.9302607774734 92.323906064033508 620.84325432777405 101.11086010932922 112.86739122867584 220.45137012004852 240.71382308006287 165.41581058502197 33.302367925643921 74.937352776527405 76.970155835151672 2054.1331307888031
leaf_count=2794 67 341 83 37 142 136 52 30 19 37 1042
internal_value=0 0.000117915 -0.00020803 -1.099e-05 5.77166e-05 0.000298446 0.000674406 6.91443e-06 -0.000491323 -0.00102076 4.75037e-05
internal_weight=0 814.278 193.435 8745.72 2978.79 518.997 278.283 2459.79 185.21 110.273 2274.58
internal_count=4780 491 150 4289 1495 225 89 1270 86 67 1184
is_linear=0
shrinkage=0.06


Tree=1361
num_leaves=12
num_cat=0
split_feature=0 137 60 25 74 15 39 125 141 9 128
split_gain=0.00342881 0.00704851 0.00857774 0.0218496 0.0129729 0.024041 0.0108367 0.00937335 0.00849103 0.007299 0.00663224
threshold=0.00017767510871635753 0.0026833302108570938 0.00085274505545385193 0.0060143163427710542 0.0005375427135732026 0.0022975050378590827 0.00052132029668428015 0.0026833302108570938 0.0030382014811038975 0.00017767510871635753 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 -7 8 9 10 -1
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00026425749346752097 -1.1226752784364113e-05 -0.00064979392828834102 -0.0018614246167552541 0.00069914984007268485 0.00064154818151606154 0.00038230048961396821 -0.00075368638757235317 -0.00047270691440001186 0.00079683976723892162 0.00087622669069500414 -0.00041512349828684629
leaf_weight=226.00176477432251 8711.2014889717102 41.166597843170166 44.496834635734558 83.817984223365784 32.379643797874451 55.784978747367859 65.775689125061035 51.250985622406006 128.59585106372833 52.54841935634613 66.979445457458496
leaf_count=147 4363 29 32 27 13 26 35 30 35 15 28
internal_value=0 0.000115098 0.000154161 -0.000112588 -0.000455638 -0.000669837 -0.000232489 0.000297465 0.000380799 0.000225776 0.000108853
internal_weight=0 848.798 807.632 282.255 198.437 166.058 121.561 525.376 474.125 345.53 292.981
internal_count=4780 417 388 133 106 93 61 255 225 190 175
is_linear=0
shrinkage=0.06


Tree=1362
num_leaves=12
num_cat=0
split_feature=124 125 113 83 68 79 1 107 91 60 31
split_gain=0.00343922 0.00816787 0.00678291 0.00887406 0.00669721 0.0129564 0.00687497 0.00663246 0.00654143 0.006151 0.0130612
threshold=0.02129978779703379 0.00062670491752214741 0.0011980500421486797 0.0092791137285530585 0.0058306583669036635 0.007706565549597145 0.0012357163941487672 0.0014427106943912806 0.0011261500185355546 0.0070226341485977182 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 9 6 -6 8 -2 -3 -11
right_child=1 4 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-1.2927735089634459e-05 -0.00092211164029004839 0.00018999783976379243 0.0004832188174163057 -0.0011720868199512878 0.00052473840807011325 0.001152368084630561 -0.0005710406738458748 0.00031619953660275211 0.00011155576485418151 -0.00088711822650760998 0.00033825813211719942
leaf_weight=8468.8155225515366 52.26738715171814 580.51975309848785 41.166597843170166 38.946439981460571 46.716992497444153 69.199603319168091 36.726282119750977 62.539129734039307 38.023715853691101 62.445452332496643 62.63280713558197
leaf_count=4274 39 240 29 27 34 30 25 24 10 32 16
internal_value=0 0.000100242 -0.000214785 -0.000364792 0.000185762 0.00054599 4.23418e-05 -0.000158433 -0.000487168 0.000107767 -0.000273732
internal_weight=0 1091.18 232.943 191.777 858.241 152.643 83.4433 152.83 90.2911 705.598 125.078
internal_count=4780 506 129 100 377 89 59 73 49 288 48
is_linear=0
shrinkage=0.06


Tree=1363
num_leaves=12
num_cat=0
split_feature=34 51 131 118 127 27 99 47 104 34 65
split_gain=0.00344148 0.0087084 0.0157652 0.00739905 0.0168217 0.0186755 0.0159259 0.0105974 0.00893968 0.00864994 0.0078248
threshold=0.00077738583786413084 0.0058306583669036635 0.0005893622583243997 0.01884530205279589 0.00017767510871635753 0.001792412775103003 0.010500331409275534 0.0042751494329422721 0.0025217677466571335 0.0030382014811038975 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 7 10 -5 -7 -8 -6
right_child=3 2 -4 4 6 8 9 -9 -10 -11 -12
leaf_value=3.2738310169877152e-05 -3.0470914187900712e-05 0.0010051443035016181 -0.0001834315603103088 -0.00047984718919525911 0.0011864998438160096 -0.0017310283657818173 -0.00096107218326304167 0.00062542479478792945 -0.00039618007572306523 0.0003496283160431412 0.00046596793482273389
leaf_weight=1322.1883059740067 7557.3845207691193 93.715017199516296 70.216004848480225 50.047229290008545 83.817984223365784 32.192288994789124 35.616203188896179 82.707905292510986 41.166597843170166 36.726282119750977 154.22134387493134
leaf_count=609 3841 44 39 37 27 29 24 26 29 25 50
internal_value=0 8.38967e-05 0.000496244 -1.54542e-05 0.000204234 -0.000215896 0.000483207 0.000208702 -0.000983514 -0.000296102 0.000720072
internal_weight=0 1486.12 163.931 8073.88 516.496 206.114 310.382 132.755 73.3589 72.3425 238.039
internal_count=4780 692 83 4088 247 121 126 63 58 49 77
is_linear=0
shrinkage=0.06


Tree=1364
num_leaves=12
num_cat=0
split_feature=107 5 91 46 124 47 53 81 25 7 29
split_gain=0.00343933 0.00575571 0.00591867 0.00579756 0.00452098 0.0123463 0.0138011 0.0178962 0.0136051 0.012404 0.0187582
threshold=0.048151826485991485 0.0031340263085439806 0.0022272822679951791 0.0013560238294303419 0.00073092587990686308 0.00073092587990686308 0.00244467705488205 0.0048403022810816774 0.00077738583786413084 0.00093549740267917525 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 8 -8 -1 10 -7
right_child=1 -3 -4 -5 -6 9 7 -9 -10 -11 -12
leaf_value=-7.7457471392924546e-05 0.00064541851728384763 -0.00033128686274450108 0.0013055945161759221 -0.00038348837473627069 2.8714017624088885e-05 -0.0013327774916723474 -0.001341655467093648 0.00039039665844595498 0.00056249348360733361 -0.00034757637037917741 -2.3833551318681785e-05
leaf_weight=195.10690951347351 53.283788681030273 39.962841510772705 25.625492811203003 31.17588746547699 5738.0541586875916 39.962841510772705 44.496834635734558 41.353952646255493 308.81739735603333 607.52230715751648 2434.6372716426849
leaf_count=103 48 36 15 20 2865 36 32 13 68 329 1215
internal_value=0 0.00028489 0.000508671 0.000265622 -4.55463e-06 -5.65427e-05 0.000194946 -0.00050785 0.000314754 -0.000104671 -4.5025e-05
internal_weight=0 150.048 110.085 84.4597 9409.95 3671.9 589.775 85.8508 503.924 3082.12 2474.6
internal_count=4780 119 83 68 4661 1796 216 45 171 1580 1251
is_linear=0
shrinkage=0.06


Tree=1365
num_leaves=12
num_cat=0
split_feature=69 18 67 144 84 78 5 5 131 123 144
split_gain=0.00349207 0.00561413 0.00347954 0.00669472 0.0123598 0.00763809 0.0201299 0.00608292 0.0061369 0.00544498 0.00785978
threshold=0.04673989117145539 0.00075379351619631063 0.0044099434744566688 0.0038949446752667431 0.00064626874518580746 0.0079489401541650313 0.0012745757703669371 0.000490355829242617 0.0020292587578296666 0.0026833302108570938 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 -4 -7 -9 10 -6
right_child=1 -3 3 4 9 7 -8 8 -10 -11 -12
leaf_value=-1.5395819809981732e-05 0.00068651285188037279 -8.7303125636535518e-05 0.00042791110956234428 -0.0010266872902693384 -0.00071608680538641088 0.00014161549868071339 -0.0012569536713549975 0.0010483624026687295 0.00033537749095463186 0.00023747398510257052 0.00033830133253108833
leaf_weight=8632.4655123949051 67.99584698677063 66.885768055915833 73.63991904258728 43.386755704879761 63.461853861808777 154.22134387493134 38.946439981460571 79.377668499946594 96.216207265853882 201.03201377391815 42.370354175567627
leaf_count=4381 37 36 34 31 41 50 27 23 22 76 22
internal_value=0 0.000303009 -4.3484e-06 0.000115951 -8.00104e-05 0.000271078 -0.000155524 0.000416707 0.000658097 5.41288e-05 -0.000294037
internal_weight=0 134.882 9425.12 792.653 350.251 442.402 112.586 329.815 175.594 306.864 105.832
internal_count=4780 73 4707 326 170 156 61 95 45 139 63
is_linear=0
shrinkage=0.06


Tree=1366
num_leaves=12
num_cat=0
split_feature=77 138 60 93 73 91 71 78 34 29 107
split_gain=0.00356961 0.0109025 0.0133471 0.0237481 0.0129297 0.0108543 0.0190353 0.0165336 0.0117709 0.00907733 0.0124319
threshold=0.00017767510871635753 0.00057154725072905432 0.002945306478068233 0.0012745757703669371 0.0032328735105693345 0.00087947337306104611 0.0033348383149132137 0.0015833032084628942 0.0015833032084628942 0.0010585968848317864 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 6 9 -8 -7 -1 -11
right_child=-2 4 3 -5 -6 8 7 -9 -10 10 -12
leaf_value=0.000241568049388858 -1.5218031223668139e-05 0.00089870346348449551 -0.0015422614889987684 -1.2542994550560161e-05 -0.00028712335472023454 0.00064399929424172173 0.00026761264120555423 0.0011274878243951859 -0.00019570331046713681 -0.0016747916282096134 -0.00011212825704098639
leaf_weight=57.91145920753479 8156.3353284597397 113.69643795490265 51.157308220863342 127.20473992824554 46.623315095901489 69.105925917625427 295.10769069194794 110.64723336696625 456.63120007514954 31.082210063934326 44.496834635734558
leaf_count=36 3944 62 38 58 42 38 185 35 282 28 32
internal_value=0 8.83671e-05 2.83026e-05 -0.000451911 0.000553884 0.000108763 0.000297874 0.000502316 -8.52265e-05 -0.000323455 -0.000756144
internal_weight=0 1403.66 1243.34 178.362 160.32 1064.98 539.245 405.755 525.737 133.491 75.579
internal_count=4780 836 732 96 104 636 316 220 320 96 60
is_linear=0
shrinkage=0.06


Tree=1367
num_leaves=12
num_cat=0
split_feature=82 86 80 45 0 83 20 11 146 46 52
split_gain=0.00347935 0.00764982 0.0148516 0.0269 0.0207726 0.012186 0.015912 0.0112863 0.0100071 0.00938738 0.0346461
threshold=0.002945306478068233 0.0012745757703669371 0.015200819820165636 0.0022975050378590827 0.0066005610860884198 0.045367386192083366 0.00055427959887310873 0.016668972559273246 0.0021592099219560628 0.01884530205279589 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 9 8 -8 -7 10 -2
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=-2.0280871497062029e-05 -1.1434413719418757e-05 0.00028507502952791975 0.00041148832779902328 -0.0023297615404889783 -0.00035596552298135416 0.00031761586862993332 -0.00060375007582910093 0.0007462719930647157 0.0013635772084539914 0.00031925692311404226 -0.0016576923446516411
leaf_weight=7277.298020362854 1157.5734423398972 453.86302769184113 54.768577218055725 37.74268364906311 39.040117383003235 60.318971872329712 62.258097529411316 34.599801659584045 72.623517513275146 262.08635497093201 47.82707142829895
leaf_count=3427 776 231 17 34 19 22 48 15 25 131 35
internal_value=0 6.46199e-05 9.89695e-06 -0.000604013 -0.00132796 5.7512e-05 0.000463683 -0.00012122 0.000889597 -6.11947e-06 -7.68856e-05
internal_weight=0 2282.7 1828.84 131.551 76.7828 1697.29 229.8 96.8579 132.942 1467.49 1205.4
internal_count=4780 1353 1122 70 53 1052 110 63 47 942 811
is_linear=0
shrinkage=0.06


Tree=1368
num_leaves=12
num_cat=0
split_feature=99 10 15 35 131 112 107 148 125 128 47
split_gain=0.00348852 0.00436943 0.0159173 0.0415558 0.0262162 0.0504883 0.0396521 0.0486944 0.0188213 0.0184832 0.0147775
threshold=0.023343417793512348 0.0023699469165876512 0.0022975050378590827 0.00057154725072905432 0.0045489775948226461 0.00082683752407319855 0.00073092587990686308 0.0070226341485977182 0.00090704852482303988 0.004017772153019906 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 10 8 -8 -9 -5
right_child=-2 -3 3 4 -6 -7 7 9 -10 -11 -12
leaf_value=3.7752526282078491e-05 0.00012332543656989566 2.2798669710688121e-05 0.00024942936575226676 -0.0010922824322324913 -5.3338661145160439e-05 1.611910128007292e-05 -0.004076073768166346 -0.00051936597595737236 -0.0021725347933827951 -0.0023732687651018408 0.00023505067225755992
leaf_weight=2100.6112407445908 759.88415288925171 5411.1804163455963 432.22351348400116 53.377466082572937 330.36323416233063 199.64090263843536 27.751973271369934 92.417583465576172 58.83418333530426 24.421736478805542 69.293280720710754
leaf_count=809 442 2902 163 40 144 99 25 59 53 22 22
internal_value=0 -1.06597e-05 -6.40824e-05 -0.000230114 -0.000472225 -0.000735384 -0.00119533 -0.00170893 -0.00278664 -0.000908567 -0.000342928
internal_weight=0 8800.12 3388.94 1288.32 856.1 525.737 326.096 203.425 86.5862 116.839 122.671
internal_count=4780 4338 1436 627 464 320 221 159 78 81 62
is_linear=0
shrinkage=0.06


Tree=1369
num_leaves=12
num_cat=0
split_feature=26 52 123 142 121 124 77 46 117 76 129
split_gain=0.0035881 0.00567174 0.0121294 0.00754413 0.00731417 0.00516683 0.00647745 0.00574101 0.00705585 0.00708112 0.00521722
threshold=0.0014881226234138014 0.00899649551138282 0.00038414125447161501 0.013439828064292671 0.0042751494329422721 0.0038949446752667431 0.0035485138650983576 0.0028552538715302949 0.04673989117145539 0.00017767510871635753 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 7 -2 9 10 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-1.0346242694779204e-05 0.00038059335198601947 0.00011058934935596786 -0.0012342212734001129 0.00024096435009158477 0.001558584315862672 0.00044883357178942596 -0.00072341533655329547 -0.0013791987175699966 0.00046114128916815766 3.212190746436743e-05 -0.00023477218698297523
leaf_weight=8860.0597929954529 149.40631854534149 94.825096130371094 32.285966396331787 33.396045327186584 27.751973271369934 138.39920663833618 37.836361050605774 31.082210063934326 53.658498287200928 74.656320571899414 26.641894340515137
leaf_count=4392 78 45 21 22 25 60 26 28 16 43 24
internal_value=0 0.000130756 -0.000231692 0.00021121 0.000840533 0.000135854 1.97231e-05 0.000103736 -0.000118692 -0.000353889 -0.000852321
internal_weight=0 699.94 127.111 572.829 61.148 511.681 373.282 335.445 186.039 132.38 57.7241
internal_count=4780 388 66 322 47 275 215 189 111 95 52
is_linear=0
shrinkage=0.06


Tree=1370
num_leaves=12
num_cat=0
split_feature=31 68 53 8 105 38 53 11 96 33 97
split_gain=0.00320836 0.00885285 0.0166706 0.0122106 0.0122641 0.0133003 0.012722 0.0118827 0.0108029 0.0129272 0.00808072
threshold=0.010500331409275534 0.0017376682371832433 0.0056525857653468856 0.004017772153019906 0.011169348377734424 0.00037263428384903824 0.0072436286136507997 0.010180860292166473 0.0030382014811038975 0.0081988852471113222 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 7 5 6 -5 -3 -2 -10 -9
right_child=1 3 -4 4 -6 -7 -8 10 9 -11 -12
leaf_value=-1.1401144737512616e-05 -8.9822857095687089e-05 0.00012361977590112584 0.0010434278976746876 0.0012537252932189223 -0.00040370582716540461 0.00016271367283778352 0.00024646447960402734 -0.00024377057406118602 -0.0015933107669106412 3.4679618580456014e-05 -0.0017133755905633914
leaf_weight=8633.4022864103317 180.76956081390381 155.97311472892761 35.709880590438843 122.85810160636902 56.895057678222656 175.12548875808716 71.419761180877686 29.972131133079529 44.496834635734558 28.955729603767395 24.421736478805542
leaf_count=4301 82 92 16 46 27 85 32 27 32 18 22
internal_value=0 0.000106079 -0.000168706 0.00023122 0.000415773 0.000542064 0.000883757 -0.000142787 -0.000339315 -0.000952366 -0.000905527
internal_weight=0 926.597 289.932 636.665 426.298 369.403 194.278 210.367 254.222 73.4526 54.3939
internal_count=4780 479 148 331 190 163 78 141 132 50 49
is_linear=0
shrinkage=0.06


Tree=1371
num_leaves=12
num_cat=0
split_feature=108 58 24 91 131 105 103 1 102 141 43
split_gain=0.00353728 0.00684386 0.00693167 0.00851513 0.0172025 0.00714045 0.00801669 0.00887936 0.00745433 0.0156859 0.00615851
threshold=0.021960759535431865 0.044033329933881767 0.0063990866765379914 0.0016331639490090313 0.00017767510871635753 0.007706565549597145 0.00096484774257987748 0.0037758676335215573 0.00062670491752214741 0.0016331639490090313 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 8 9 -2 -10
right_child=1 -3 3 4 -6 -7 -8 -9 10 -11 -12
leaf_value=-1.2016087265824558e-05 6.7059061822691372e-05 0.00074805257570149399 0.00042093004021774962 -0.0016228950221528642 -0.00012408886156093119 0.00081804103691080507 -0.00067569893845640901 0.00063911517696487667 -8.21046026167671e-05 -0.0016194497891625819 0.0004311354721896856
leaf_weight=8627.0228450298309 69.105925917625427 56.895057678222656 56.895057678222656 34.412446856498718 137.10177290439606 55.784978747367859 43.386755704879761 114.99387168884277 164.94742357730865 27.751973271369934 171.7015745639801
leaf_count=4271 38 27 27 31 75 26 31 47 92 25 90
internal_value=0 0.000110962 6.9507e-05 -0.000214627 -0.000425578 0.000169728 0.000108497 0.000170639 4.62507e-05 -0.000417336 0.000179714
internal_weight=0 932.977 876.082 228.409 171.514 647.673 591.888 548.501 433.507 96.8579 336.649
internal_count=4780 509 482 133 106 349 323 292 245 63 182
is_linear=0
shrinkage=0.06


Tree=1372
num_leaves=12
num_cat=0
split_feature=108 18 142 37 94 32 11 77 102 46 113
split_gain=0.00314122 0.00689968 0.00535552 0.00612964 0.00363112 0.00527488 0.00555505 0.00402131 0.0100632 0.0126324 0.0175221
threshold=0.079227816313505187 0.00075379351619631063 0.0017376682371832433 0.00038414125447161501 0.055838862434029586 0.0026833302108570938 0.00085274505545385193 0.02636832278221846 0.00096484774257987748 0.0013560238294303419 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 6 -6 -1 9 10 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-2.3341208996050415e-05 0.00065521992198515789 0.001101930558268908 -0.00073195604095032014 0.00026270233373941942 0.00075429364364570711 -0.00024133034691584606 9.4252321234707744e-05 -0.0017877627609442042 0.00025176246747330469 5.0753995989420279e-05 0.00016501408937864026
leaf_weight=8307.3716406822205 39.962841510772705 28.862052202224731 39.962841510772705 50.234584093093872 81.504148960113525 65.869366526603699 105.0031613111496 36.632604718208313 584.69308650493622 189.83754706382751 30.065808534622192
leaf_count=4266 36 26 36 21 33 27 38 33 171 74 19
internal_value=0 0.000264343 7.79113e-05 -0.000178313 -4.48773e-06 0.000219978 0.000382942 -1.06823e-05 0.000114316 -0.000198925 -0.000908575
internal_weight=0 159.022 130.16 90.1974 9400.98 252.377 186.507 9148.6 841.229 256.536 66.6984
internal_count=4780 119 93 57 4661 98 71 4563 297 126 52
is_linear=0
shrinkage=0.06


Tree=1373
num_leaves=12
num_cat=0
split_feature=98 110 73 25 100 126 52 58 116 101 118
split_gain=0.00339456 0.00652006 0.00597439 0.00565629 0.00636059 0.00590703 0.00563661 0.00835248 0.00560235 0.0180796 0.0205346
threshold=0.049604203552007682 0.00096484774257987748 0.0023699469165876512 0.0038949446752667431 0.0049928687512874612 0.00039601318712811922 0.012636432424187662 0.0053125319536775359 0.00017767510871635753 0.000490355829242617 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 6 -6 7 -2 9 10 -1
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00028571535095001706 0.00021380924000063015 2.1925484670519157e-05 -0.00073931128689070432 -0.00035235064521104716 0.00025384596742874881 -0.00067151566426237787 0.00011484814857132967 0.0010814701173874485 7.1793287218069847e-06 0.0001191907387974446 -0.0017989225416309017
leaf_weight=501.50274431705475 66.885768055915833 253.29940092563629 43.386755704879761 45.606913566589355 95.935175061225891 33.396045327186584 78.267589569091797 99.265411853790283 7811.1523087024689 496.8891236782074 34.412446856498718
leaf_count=282 36 115 31 33 46 22 22 49 3916 197 31
internal_value=0 0.00012563 -8.96078e-05 0.000277891 0.00035487 1.45639e-05 0.00053486 0.000732524 -1.01859e-05 -0.000141508 -0.0003832
internal_weight=0 716.043 296.686 419.357 373.75 129.331 244.419 166.151 8843.96 1032.8 535.915
internal_count=4780 354 146 208 175 68 107 85 4426 510 313
is_linear=0
shrinkage=0.06


Tree=1374
num_leaves=12
num_cat=0
split_feature=69 25 72 26 138 71 77 94 50 11 84
split_gain=0.00326257 0.0055051 0.00372898 0.00367612 0.00630447 0.0114605 0.00927425 0.00659844 0.00588342 0.00618001 0.00621859
threshold=0.04673989117145539 0.00090704852482303988 0.0014881226234138014 0.0014881226234138014 0.0017376682371832433 0.072653736919164671 0.0030382014811038975 0.0037758676335215573 0.015200819820165636 0.010180860292166473 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 8 -6 -5 10 -10
right_child=1 -3 -4 4 7 -7 -8 -9 9 -11 -12
leaf_value=-1.4582720851191267e-05 0.00035351264081249801 0.00069130194946633798 -0.00052049060996599934 0.00014288832035151745 0.00017541564889821552 0.00060497143494872021 -0.00087527666112636549 0.00094830038634865783 -0.00022936651249248223 4.8946969778078752e-05 -0.0016320007454096949
leaf_weight=8754.0402301549911 35.709880590438843 64.759287595748901 34.412446856498718 249.78180932998657 117.21402955055237 97.045253992080688 51.157308220863342 60.131617069244385 23.311657547950745 50.234584093093872 22.201578617095947
leaf_count=4345 16 26 31 128 49 47 38 38 21 21 20
internal_value=0 0.000292878 -7.55338e-05 -4.20724e-06 0.00013112 2.08748e-05 -0.000122135 0.00043786 -1.04075e-05 -0.000410049 -0.000915656
internal_weight=0 134.882 70.1223 9425.12 671.078 493.732 396.687 177.346 345.53 95.7478 45.5132
internal_count=4780 73 47 4707 362 275 228 87 190 62 41
is_linear=0
shrinkage=0.06


Tree=1375
num_leaves=12
num_cat=0
split_feature=138 145 18 33 54 75 46 4 143 125 83
split_gain=0.00329604 0.00556488 0.00945724 0.00653599 0.00446435 0.00388149 0.00739068 0.00643119 0.00923622 0.0133846 0.0058125
threshold=0.035692447796463973 0.00055427959887310873 0.00017767510871635753 0.00017767510871635753 0.0014881226234138014 0.023343417793512348 0.015200819820165636 0.00077738583786413084 0.0034400182776153092 0.0079489401541650313 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 10 7 8 -7 -10 -1
right_child=1 2 4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-8.5870091125559995e-05 -0.00040067844823934534 8.9709007939354568e-05 0.00025467739822154312 0.00097234510627455003 -0.00050308912878692196 4.9169405509149876e-05 0.00069121539595145979 0.00032094336423891487 -0.0016382510946860366 8.8936092808184264e-05 1.8291574651822392e-05
leaf_weight=2911.6246020793915 46.716992497444153 46.90434730052948 61.429050803184509 84.834385752677917 51.250985622406006 290.30671525001526 75.953754305839539 214.25928354263306 31.082210063934326 33.489722728729248 5712.1476336717606
leaf_count=1483 34 18 23 36 30 116 28 96 28 14 2874
internal_value=0 0.000198738 0.000313425 0.000658397 -9.01229e-05 -6.25692e-06 0.000135694 6.14495e-05 -9.52672e-05 -0.000743707 -1.68769e-05
internal_weight=0 291.136 244.419 131.739 112.68 9268.86 645.092 569.138 354.879 64.5719 8623.77
internal_count=4780 141 107 54 53 4639 282 254 158 42 4357
is_linear=0
shrinkage=0.06


Tree=1376
num_leaves=12
num_cat=0
split_feature=20 100 70 17 51 47 124 103 41 107 32
split_gain=0.00353194 0.00601504 0.0116345 0.0203525 0.0276679 0.0245023 0.0223585 0.0167332 0.0255988 0.0218592 0.0182805
threshold=0.0042751494329422721 0.0092791137285530585 0.0016331639490090313 0.0016331639490090313 0.0011261500185355546 0.019431582652032379 0.013860232196748258 0.00055427959887310873 0.00046126570669002836 0.004017772153019906 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 8 9 10 -5
right_child=-2 -3 3 7 5 -7 -8 -9 -10 -11 -12
leaf_value=7.4471162646756104e-06 8.6960634286141914e-05 0.00010083131865570227 -0.00082408184647913055 -0.00086662179691412967 0.0002011037313333223 -0.0012977025582789777 0.00053002769753553614 6.8650368975089463e-06 9.3856751597882148e-05 -0.00026283514748888585 -0.0020992659652396494
leaf_weight=5073.4775388240814 1429.4912526607513 1340.6708883047104 221.37409424781799 100.09445858001709 848.15650272369385 41.072920441627502 54.674899816513062 177.06461441516876 104.90948390960693 92.417583465576172 76.595446228981018
leaf_count=2331 738 755 159 74 376 37 25 111 46 59 69
internal_value=0 -1.53036e-05 -3.82359e-05 -0.000173265 -3.11686e-05 0.000131737 -0.000555789 -0.000473673 -0.000701107 -0.00101094 -0.00140186
internal_weight=0 8130.51 6789.84 1716.36 1165.28 889.229 276.049 551.082 374.017 269.107 176.69
internal_count=4780 4042 3287 956 597 413 184 359 248 202 143
is_linear=0
shrinkage=0.06


Tree=1377
num_leaves=12
num_cat=0
split_feature=146 125 77 91 46 96 50 99 23 148 28
split_gain=0.00361164 0.00670283 0.0181094 0.0257675 0.0382894 0.0267333 0.0244325 0.0355681 0.0424182 0.028427 0.0277359
threshold=0.0010263677686452868 0.00075379351619631063 0.00017767510871635753 0.0012745757703669371 0.00046126570669002836 0.00080172589514404546 0.0028552538715302949 0.010500331409275534 0.020035739988088611 0.0034400182776153092 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 8 9 -8 -11
right_child=1 -3 3 -5 6 -7 7 -9 -10 10 -12
leaf_value=8.5435622484454659e-05 0.00014285724699033878 1.441086159937262e-05 -0.00062390349980646898 -1.5537121306485467e-05 5.4540053117394079e-05 -0.0034439621817850615 -0.002169919997719429 0.00031640210595933053 -0.002891784247834189 -0.0010420327384644684 0.00097726750324337599
leaf_weight=1501.0046912431717 647.39147126674652 6163.9919081926346 22.201578617095947 721.96816432476044 223.04623758792877 26.641894340515137 36.632604718208313 72.529840111732483 43.293078303337097 60.131617069244385 41.166597843170166
leaf_count=762 373 2990 20 327 112 24 33 33 39 38 29
internal_value=0 -1.59294e-05 -0.000114615 -0.000248219 -0.000567742 -0.00216601 -0.000403595 -0.000806152 -0.00125535 -0.000739991 -0.000221255
internal_weight=0 8058.99 1895 1247.61 525.643 48.8435 476.8 253.754 181.224 137.931 101.298
internal_count=4780 4018 1028 655 328 44 284 172 139 100 67
is_linear=0
shrinkage=0.06


Tree=1378
num_leaves=12
num_cat=0
split_feature=112 145 115 20 46 131 68 58 9 80 116
split_gain=0.00344573 0.00396653 0.0045863 0.00427758 0.00486596 0.00430814 0.00407177 0.00387862 0.0128438 0.0175523 0.0125298
threshold=0.0079489401541650313 0.00044738779251929378 0.00747153488919139 0.00070876078098081063 0.00064626874518580746 0.0013146653072908523 0.0027679565828293566 0.044033329933881767 0.00044738779251929378 0.0036604277556762104 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 6 -5 -3 -1 9 10 -9
right_child=1 2 -4 5 -6 -7 -8 8 -10 -11 -12
leaf_value=-1.6279250134257136e-05 -0.00018496634199635 0.0016067958590308988 -0.00036788805838503267 -0.00024919207353069311 0.00030093718034816358 0.00049871009111344304 0.00058695459059623955 0.0003835656402633477 0.00049233526103598297 -0.0015388247371583711 -0.00075364698394620399
leaf_weight=8723.7074393033981 90.197425603866577 22.201578617095947 36.726282119750977 67.902169585227966 119.05947780609131 46.716992497444153 38.852762579917908 121.2796356678009 215.55671727657318 28.955729603767395 48.843472957611084
leaf_count=4253 57 20 25 45 83 34 35 85 81 18 44
internal_value=0 0.000167655 0.000263638 0.00034243 0.000524694 5.58102e-05 0.000959827 -7.7565e-06 0.000171518 -0.000175926 5.68134e-05
internal_weight=0 421.657 331.459 294.733 180.114 114.619 61.0543 9138.34 414.636 199.079 170.123
internal_count=4780 299 242 217 138 79 55 4481 228 147 129
is_linear=0
shrinkage=0.06


Tree=1379
num_leaves=12
num_cat=0
split_feature=147 129 14 49 58 21 75 50 104 78 75
split_gain=0.00339102 0.0141795 0.0137745 0.0051669 0.00446626 0.0144726 0.0130367 0.0159521 0.0219544 0.0233238 0.0219457
threshold=0.11126060038805009 0.0015833032084628942 0.0019672545604407792 0.00064626874518580746 0.00017767510871635753 0.0015833032084628942 0.011169348377734424 0.018276390619575981 0.00060774214216507982 0.010500331409275534 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 8 -1 10 -10
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-1.2807771153248696e-05 0.001117244420505847 -0.00069051184266993816 -3.4769852450749629e-05 0.00081678301256663931 -2.0561327595382843e-05 0.000540705670197517 0.00032399634749391841 0.00066202281454648328 -0.00099262241362392317 -0.0019555850640301498 0.00075983539938569579
leaf_weight=336.28833842277527 50.234584093093872 67.99584698677063 49.124505162239075 53.564820885658264 8253.6194649934769 222.1235134601593 291.79150378704071 72.529840111732483 74.656320571899414 48.937150359153748 39.133794784545898
leaf_count=117 21 37 20 24 4258 95 85 33 43 36 11
internal_value=0 0.000232269 -2.8691e-05 0.00040978 -5.51374e-06 0.000108896 -2.25133e-06 -0.000168838 -0.000289709 -0.000861587 -0.000389793
internal_weight=0 220.92 170.685 102.689 9339.08 1085.46 863.337 571.545 499.016 162.727 113.79
internal_count=4780 102 81 44 4678 420 325 240 207 90 54
is_linear=0
shrinkage=0.06


Tree=1380
num_leaves=12
num_cat=0
split_feature=93 2 27 53 125 7 83 96 7 39 129
split_gain=0.00320648 0.00574657 0.00726528 0.0110922 0.00530694 0.0144679 0.0215813 0.0151354 0.017044 0.0167214 0.0169069
threshold=0.010829726699739696 0.00087947337306104611 0.0005375427135732026 0.01884530205279589 0.0041444667149335155 0.00093549740267917525 0.045367386192083366 0.00080172589514404546 0.0020292587578296666 0.0031340263085439806 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 -6 -7 9 -9 -11
right_child=1 2 -4 -5 5 7 -8 8 -10 10 -12
leaf_value=-5.0084614579686903e-05 0.00013217016641541105 -0.0018368947538287749 1.4200637121097904e-05 -9.5614489749876419e-05 0.00012050022539188253 0.00026316748380149563 0.00091105679424962401 -0.00017638398752384846 -3.6679995650147241e-05 -0.00060104799198026882 -0.0021518232193296323
leaf_weight=5284.7391455173492 1205.5082410573959 22.201578617095947 132.94248938560486 32.192288994789124 816.6059056520462 443.60533499717712 146.54446876049042 170.59149563312531 1190.5432503223419 76.782801032066345 37.74268364906311
leaf_count=2683 706 20 47 29 388 149 35 89 547 53 34
internal_value=0 8.4125e-05 -0.000224951 -0.000808408 -1.43655e-05 5.11229e-05 0.000240866 -4.41043e-05 -0.000136486 -0.000553082 -0.00111355
internal_weight=0 1392.84 187.336 54.3939 8167.16 2882.42 963.15 1919.27 1475.66 285.117 114.525
internal_count=4780 802 96 49 3978 1295 423 872 723 176 87
is_linear=0
shrinkage=0.06


Tree=1381
num_leaves=12
num_cat=0
split_feature=146 46 69 87 141 80 96 145 142 50 29
split_gain=0.00326256 0.00587128 0.0122018 0.0114764 0.00614037 0.0219228 0.02754 0.0164466 0.0311747 0.0259969 0.0169862
threshold=0.0010263677686452868 0.21471316367387774 0.00017767510871635753 0.0011615398107096555 0.0056525857653468856 0.0016846025246195497 0.0023699469165876512 0.0016331639490090313 0.0062037324532866487 0.0053125319536775359 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6 7 8 -7 -10 -9
right_child=1 2 3 -5 5 6 -8 10 9 -11 -12
leaf_value=8.1198230285623189e-05 -6.1432754181931876e-05 0.00091884366367792709 -0.00059610695281114216 0.00038171503223906838 0.0002627922221571221 -0.00015217819037013631 6.948860300476973e-05 -0.00092959915491022801 -0.0032349330139761477 -0.00085755929810402772 5.1564282305119192e-05
leaf_weight=1501.0046912431717 5259.2869576215744 73.63991904258728 70.309682250022888 111.75731229782104 1046.4999716281891 69.199603319168091 1062.6031410694122 91.401181936264038 31.082210063934326 35.522525787353516 207.69248735904694
leaf_count=762 2749 34 31 36 490 30 456 50 28 32 82
internal_value=0 -1.51437e-05 0.000267707 3.9849e-06 -2.44158e-05 5.21098e-05 -9.51292e-05 -0.00049727 -0.00104461 -0.00197019 -0.000248484
internal_weight=0 8058.99 255.707 182.067 7803.29 2544 1497.5 434.898 135.804 66.6047 299.094
internal_count=4780 4018 101 67 3917 1168 678 222 90 60 132
is_linear=0
shrinkage=0.06


Tree=1382
num_leaves=12
num_cat=0
split_feature=9 59 51 148 14 51 21 54 5 131 101
split_gain=0.00328815 0.00647079 0.00445666 0.0144916 0.0144652 0.0239569 0.0272558 0.0201741 0.0148896 0.0136354 0.0136033
threshold=0.0020932231564074759 0.048151826485991485 0.0038949446752667431 0.013032016810029747 0.011880517937242987 0.0044099434744566688 0.0011261500185355546 0.0010585968848317864 0.0053125319536775359 0.0023699469165876512 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 -6 10 -8 -7
right_child=1 -3 3 -5 7 8 9 -9 -10 -11 -12
leaf_value=1.6081361289994077e-05 0.00014296085640141883 -0.0005154083893854762 -1.6218173882750829e-06 -0.00028658640769047456 -0.001883001532036943 0.0001221119974021646 -0.0028075938015999151 -7.7295238697668603e-05 -0.00032400168923516279 -0.00077160480936444076 0.00065723034352139164
leaf_weight=6053.719384431839 917.62308835983276 56.98873507976532 69.199603319168091 817.42090249061584 33.302367925643921 1070.9217081069946 25.531815409660339 66.885768055915833 222.76520538330078 22.201578617095947 203.43952643871307
leaf_count=2923 479 19 30 510 30 512 23 36 136 20 62
internal_value=0 0.000104415 -1.18743e-05 -7.87199e-05 2.04099e-05 6.385e-05 -0.000762897 -0.000678788 0.00012847 -0.00186422 0.000207583
internal_weight=0 974.612 8585.39 2531.67 1714.25 1614.06 116.933 100.188 1497.13 47.7334 1274.36
internal_count=4780 498 4282 1359 849 783 73 66 710 43 574
is_linear=0
shrinkage=0.06


Tree=1383
num_leaves=12
num_cat=0
split_feature=88 88 11 141 141 23 107 32 40 92 40
split_gain=0.00313684 0.0120505 0.0178867 0.0186456 0.0176312 0.0156636 0.0145033 0.0108476 0.0200105 0.0228325 0.0182737
threshold=0.00039601318712811922 0.00055427959887310873 0.020658296532928947 0.00085274505545385193 0.0030382014811038975 0.0037758676335215573 0.0031340263085439806 0.00038414125447161501 0.0066005610860884198 0.013860232196748258 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 8 9 -3 -10
right_child=1 7 -4 4 5 6 -8 -9 10 -11 -12
leaf_value=-4.2703119939163454e-05 0.0012814960908895682 -0.00013416469042590808 -0.00079075522087574139 -0.00032722161288960288 -0.00046577621895567791 0.0011446504064800231 0.00018402062916373163 -4.6426183718544872e-05 0.0011732212370036685 0.0005988623602312227 0.0001946236382467418
leaf_weight=3760.3291193246841 74.749997973442078 716.77842938899994 49.030827760696411 129.42489778995514 47.920748829841614 129.70592999458313 100.37549078464508 4074.1348469257355 117.1203521490097 194.37154018878937 166.05750250816345
leaf_count=1908 35 387 28 60 27 36 50 2029 57 70 93
internal_value=0 2.76538e-05 0.000299998 0.000411054 0.00025108 0.000520331 0.000725827 1.88727e-07 0.000159194 2.22572e-05 0.000599636
internal_weight=0 5799.67 531.208 482.177 407.427 278.002 230.081 5268.46 1194.33 911.15 283.178
internal_count=4780 2872 236 208 173 113 86 2636 607 457 150
is_linear=0
shrinkage=0.06


Tree=1384
num_leaves=12
num_cat=0
split_feature=82 2 39 84 36 65 86 11 43 105 143
split_gain=0.00326533 0.0102394 0.0112751 0.0127033 0.0153163 0.0125185 0.00929045 0.0210894 0.0147434 0.00923743 0.00877191
threshold=0.002945306478068233 0.028458753600716594 0.0019071503775194289 0.0010263677686452868 0.00047558375808876013 0.014293605927377941 0.0011615398107096555 0.0062037324532866487 0.00075379351619631063 0.0025217677466571335 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 10 -2 8 -8 9 -5 -4
right_child=1 -3 3 6 -6 -7 7 -9 -10 -11 -12
leaf_value=-1.9656949199379594e-05 -5.713686830137928e-05 0.00090887069696823507 -0.00078595196616901232 -0.00042367269721839905 0.00060470892704459801 -0.0012007583017222215 0.00050891756433910822 -0.00078391621452331855 -6.0611488897962336e-05 -0.0019572794366395892 0.00015592607165127345
leaf_weight=7277.298020362854 1054.7108113765717 50.234584093093872 41.072920441627502 28.862052202224731 365.88575994968414 35.522525787353516 185.58458614349365 60.037939667701721 170.31046342849731 27.751973271369934 262.72804689407349
leaf_count=3427 651 21 37 26 176 32 54 46 113 25 172
internal_value=0 6.25912e-05 4.35085e-05 0.000175236 0.000343298 -9.45056e-05 -6.2961e-05 0.000192718 -0.00033967 -0.00117757 2.83704e-05
internal_weight=0 2282.7 2232.47 1142.23 669.687 1090.23 472.547 245.623 226.924 56.614 303.801
internal_count=4780 1353 1332 649 385 683 264 100 164 51 209
is_linear=0
shrinkage=0.06


Tree=1385
num_leaves=12
num_cat=0
split_feature=108 21 121 8 96 80 113 59 19 44 46
split_gain=0.00321356 0.00565013 0.00858777 0.0145323 0.00860135 0.0102527 0.0128214 0.0074716 0.00523789 0.00508828 0.00503798
threshold=0.021960759535431865 0.002945306478068233 0.00087947337306104611 0.000490355829242617 0.0042751494329422721 0.00062670491752214741 0.00080172589514404546 0.0034400182776153092 0.0019672545604407792 0.00090704852482303988 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 9 8 -5 -7 -2 -3
right_child=1 10 3 7 -6 6 -8 -9 -10 -11 -12
leaf_value=-1.1458763128261164e-05 0.00079314531828502755 0.00018047502233190058 0.0012321036339593605 -0.00057175759997412908 -0.00093342814965467259 -0.00179346768288038 1.2482320325153675e-05 0.00028365240063288029 -0.00054733117230433505 -8.3259270102050315e-05 0.00076655665138092733
leaf_weight=8627.0228450298309 51.250985622406006 376.61183965206146 43.574110507965088 54.674899816513062 53.377466082572937 25.531815409660339 87.148221015930176 111.66363489627838 23.311657547950745 44.496834635734558 61.335373401641846
leaf_count=4271 30 218 15 25 40 23 30 44 21 32 31
internal_value=0 0.000105757 -3.31252e-05 0.000258056 -0.000247518 -8.91954e-05 -0.00042394 2.30751e-06 -0.00120105 0.000386192 0.000262713
internal_weight=0 932.977 495.03 209.913 285.117 231.74 135.992 166.339 48.8435 95.7478 437.947
internal_count=4780 509 260 84 176 136 74 69 44 62 249
is_linear=0
shrinkage=0.06


Tree=1386
num_leaves=12
num_cat=0
split_feature=95 139 116 19 51 4 19 133 93 20 37
split_gain=0.00328372 0.00595301 0.00660492 0.00693628 0.00634827 0.00586336 0.00539059 0.00957447 0.00471586 0.00403817 0.00661818
threshold=0.020658296532928947 0.00057154725072905432 0.0056525857653468856 0.00046126570669002836 0.0044099434744566688 0.0019672545604407792 0.0026012937305495147 0.0018488886416889729 0.00068727668258361529 0.0042751494329422721 0.11766931414604188
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 8 -5 -7 -8 -4 10 -1
right_child=1 -3 4 5 -6 6 7 -9 -10 -11 -12
leaf_value=-3.3107116686192162e-05 -0.00078342461045395389 -0.00056037751556384002 0.0002508681009038994 0.00028676306927592001 1.7956286357951259e-05 0.0003048484612989986 0.000174874809273964 -0.0012501630103395685 0.0010308471113655545 8.6876070413158702e-05 0.00042088545589816749
leaf_weight=7493.562007188797 33.396045327186584 41.26027524471283 44.590512037277222 238.58734261989594 69.199603319168091 40.150196313858032 32.379643797874451 35.522525787353516 74.843675374984741 1339.2001496553421 117.30770695209503
leaf_count=3735 22 21 24 126 30 20 13 32 27 689 41
internal_value=0 0.000134674 0.000185194 4.10938e-05 0.000475332 0.000120733 -0.0002458 -0.000571365 0.000740097 -9.19817e-06 -2.61042e-05
internal_weight=0 609.93 568.67 380.036 188.634 346.64 108.052 67.9022 119.434 8950.07 7610.87
internal_count=4780 315 294 213 81 191 65 45 51 4465 3776
is_linear=0
shrinkage=0.06


Tree=1387
num_leaves=12
num_cat=0
split_feature=119 44 20 92 118 8 142 36 32 45 46
split_gain=0.00319705 0.00659871 0.011489 0.0036803 0.00356436 0.00934641 0.0161329 0.0161801 0.012713 0.0113963 0.0105892
threshold=0.0027679565828293566 0.00090704852482303988 0.00017767510871635753 0.00099512818269431613 0.0054799309000372895 0.0048403022810816774 0.0033348383149132137 0.0048403022810816774 0.0013986918493174019 0.00082683752407319855 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -6 9 8 -8 -7 -11
right_child=1 2 3 -5 5 6 7 -9 -10 10 -12
leaf_value=-2.2110182964051685e-05 -0.00035490101318862388 0.001308612888225043 0.00049563200396468717 -0.00037987176313277214 -5.6452652435904633e-05 0.00014337059104844145 -0.00073226797611345134 -0.00097068427932601152 0.00025228669394033776 0.0014117142789473664 0.0004971927802407877
leaf_weight=7656.4625778198242 43.386755704879761 41.26027524471283 33.396045327186584 35.616203188896179 936.32112526893616 156.44150173664093 54.487545013427734 55.691301345825195 349.51560819149017 71.513438582420349 125.90730619430542
leaf_count=3906 31 21 22 24 415 52 41 34 137 24 73
internal_value=0 0.000271367 0.000517871 4.39016e-05 -4.45285e-06 7.28024e-05 0.00022155 -1.28864e-05 0.000119352 0.00052602 0.000829015
internal_weight=0 153.659 110.273 69.0122 9406.34 1749.88 813.557 459.694 404.003 353.862 197.421
internal_count=4780 98 67 46 4682 776 361 212 178 149 97
is_linear=0
shrinkage=0.06


Tree=1388
num_leaves=12
num_cat=0
split_feature=9 59 141 67 119 134 107 98 76 143 92
split_gain=0.00320188 0.0054739 0.00424282 0.00951676 0.00690895 0.0067242 0.0143167 0.00442354 0.00418773 0.0171142 0.0192735
threshold=0.0020932231564074759 0.048151826485991485 0.0016331639490090313 0.00087947337306104611 0.00062670491752214741 0.000490355829242617 0.00073092587990686308 0.0013986918493174019 0.00044738779251929378 0.028020657598972324 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 7 5 6 -4 -2 -1 -10 -11
right_child=1 -3 4 -5 -6 -7 -8 -9 9 10 -12
leaf_value=-3.6193084717598534e-05 0.000863739418474533 -0.00046704583445873824 -0.001014718700734432 -0.00031824963607843672 -0.00070957384697276809 0.00046691259055006598 0.00010442435968871549 0.00030628446109282699 0.00010080161379234162 -0.00018795672622088817 -0.0019179459291546344
leaf_weight=6401.1085121631622 83.630629420280457 56.98873507976532 45.606913566589355 62.445452332496643 39.962841510772705 140.71304190158844 412.69642984867096 132.5677797794342 2062.7186801433563 90.478457808494568 31.082210063934326
leaf_count=3050 43 19 33 32 36 54 202 79 1171 33 28
internal_value=0 0.000103039 0.000138491 0.000333821 5.32738e-05 0.000104276 -7.14143e-06 0.000522221 -1.17145e-05 6.00193e-05 -0.000631516
internal_weight=0 974.612 917.623 278.644 638.979 599.016 458.303 216.198 8585.39 2184.28 121.561
internal_count=4780 498 479 154 325 289 235 122 4282 1232 61
is_linear=0
shrinkage=0.06


Tree=1389
num_leaves=12
num_cat=0
split_feature=34 105 51 7 60 37 131 87 145 83 61
split_gain=0.00311454 0.012588 0.00898593 0.00983982 0.00772621 0.0073985 0.0101024 0.0146103 0.014057 0.0100154 0.0114912
threshold=0.00077738583786413084 0.0092791137285530585 0.0058306583669036635 0.00017767510871635753 0.00017767510871635753 0.014293605927377941 0.0011261500185355546 0.00043393640953581786 0.0014427106943912806 0.020658296532928947 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 9 -9 -1 -11
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-5.7629234276527953e-05 -1.470869405782388e-05 -0.00087678631419037332 0.00051317396070678259 0.00089077118111028232 -0.00089862596868025765 -0.00068145095862078855 0.00034543461177125978 -5.2107630531194918e-05 -0.0013986320930830692 6.7350570536527491e-06 0.00095294800599336109
leaf_weight=557.66243267059326 8073.8803555965424 47.82707142829895 32.285966396331787 101.67292451858521 24.421736478805542 46.716992497444153 377.64229106903076 61.429050803184509 51.063630819320679 98.342687726020813 87.054543614387512
leaf_count=276 4088 35 21 35 22 34 130 23 46 32 38
internal_value=0 7.98053e-05 0.000111673 0.000537859 -9.53433e-05 5.88978e-05 8.69974e-05 -2.71043e-05 -0.000664033 6.93974e-05 0.00045131
internal_weight=0 1486.12 1438.29 158.381 56.7077 1279.91 1233.19 855.552 112.493 743.06 185.397
internal_count=4780 692 657 78 43 579 545 415 69 346 70
is_linear=0
shrinkage=0.06


Tree=1390
num_leaves=12
num_cat=0
split_feature=99 32 79 118 107 49 9 95 37 82 81
split_gain=0.00352305 0.00379189 0.00892951 0.00577706 0.0069244 0.00636152 0.00542623 0.00659907 0.00772322 0.00648473 0.00501933
threshold=0.023343417793512348 0.00038414125447161501 0.00017767510871635753 0.0012745757703669371 0.0016331639490090313 0.00077738583786413084 0.0022975050378590827 0.014740333426743748 0.0012745757703669371 0.0015833032084628942 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 7 8 9 -3 -6
right_child=1 3 -4 4 10 -7 -8 -9 -10 -11 -12
leaf_value=-1.0719162274453784e-05 -0.00025486784575500952 -0.00095142491154370898 0.00072889846910317944 -0.00022245972317057591 0.00076925372246645809 0.00056274889231886069 0.00026344045195292976 0.00028739066827651057 -0.0015421599478004447 0.00010718919112090387 0.00014912632997531177
leaf_weight=8800.1155307292938 50.140906691551208 36.726282119750977 98.061655521392822 162.82094311714172 93.340307593345642 48.014426231384277 64.759287595748901 37.930038452148438 25.531815409660339 47.920748829841614 94.637741327285767
leaf_count=4338 29 25 56 82 76 19 26 18 23 27 61
internal_value=0 0.000123927 0.000396116 5.79255e-05 0.000192624 -4.34588e-05 -0.000194407 -0.000394639 -0.000629482 -0.000352698 0.000457295
internal_weight=0 759.884 148.203 611.682 398.813 210.835 212.868 148.109 110.179 84.647 187.978
internal_count=4780 442 85 357 238 101 119 93 75 52 137
is_linear=0
shrinkage=0.06


Tree=1391
num_leaves=12
num_cat=0
split_feature=116 109 109 91 20 42 29 31 41 144 95
split_gain=0.00318553 0.00711151 0.00869798 0.00894141 0.0210934 0.0135665 0.00860152 0.00908294 0.00760019 0.00793544 0.00943059
threshold=0.012636432424187662 0.00747153488919139 0.01884530205279589 0.0079489401541650313 0.00038414125447161501 0.0058306583669036635 0.027182282879948619 0.0032328735105693345 0.00043393640953581786 0.0032328735105693345 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 5 -4 7 -6 9 10 -3
right_child=1 2 3 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-1.3541011609046409e-05 -0.00010700609790149515 0.000683955258817418 -0.00038510897429584181 0.00037926643425848395 -0.00086644307563925012 -0.0022834626455234788 0.0005729256969083282 0.00021301142345224509 -0.000322955177321707 0.00083066920556853 -3.0845820771775537e-05
leaf_weight=8294.8937901258469 437.39919853210449 113.88379275798798 28.862052202224731 128.50217366218567 50.047229290008545 25.531815409660339 72.623517513275146 63.649208664894104 51.063630819320679 134.23992311954498 159.303351521492
leaf_count=4182 200 46 26 43 37 23 25 25 46 32 95
internal_value=0 8.86675e-05 0.000192071 -2.46769e-05 -0.000240385 -0.00127873 6.32698e-05 -0.00026249 0.000366583 0.000453062 0.000267275
internal_weight=0 1265.11 827.707 369.216 240.714 54.3939 186.32 113.696 458.491 407.427 273.187
internal_count=4780 598 398 179 136 49 87 62 219 173 141
is_linear=0
shrinkage=0.06


Tree=1392
num_leaves=12
num_cat=0
split_feature=139 67 144 52 19 80 99 78 75 40 118
split_gain=0.00319701 0.00367323 0.00630632 0.0143261 0.00992587 0.00860473 0.00514399 0.00478921 0.0148475 0.0339019 0.0297812
threshold=0.011347099207341673 0.0044099434744566688 0.0038949446752667431 0.0037758676335215573 0.0022272822679951791 0.00050559637020342063 0.00040826165059115743 0.0092791137285530585 0.00077738583786413084 0.0036604277556762104 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 6 5 -3 -4 -1 9 10 -9
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=1.9264512160485128e-05 0.00039910869277890918 0.00016363924179418148 -0.00038681127135554863 -0.0011356674086819552 -2.0432128496484978e-05 0.00090515399277386378 0.00020032356750178092 -0.0017592151873528016 -2.5160041313312688e-05 6.3446075469403203e-05 -0.00010224827625104607
leaf_weight=5549.2049133777618 71.607115983963013 108.33339810371399 69.105925917625427 40.056518912315369 214.44663834571838 117.4013843536377 239.97845375537872 95.6541428565979 2770.5649503469467 217.68319773674011 65.963043928146362
leaf_count=2994 16 41 38 28 80 33 103 70 1267 91 19
internal_value=0 -3.03087e-06 0.000120894 -6.95242e-05 0.000271911 0.00054952 6.89677e-05 -1.42766e-05 -7.33657e-05 -0.00042538 -0.00108342
internal_weight=0 9488.39 789.322 349.141 440.181 225.735 309.084 8699.07 3149.87 379.3 161.617
internal_count=4780 4764 323 169 154 74 141 4441 1447 180 89
is_linear=0
shrinkage=0.06


Tree=1393
num_leaves=12
num_cat=0
split_feature=112 4 140 84 95 14 69 99 133 67 14
split_gain=0.00310064 0.00433325 0.0131672 0.0161046 0.0126598 0.0242282 0.0493247 0.0300734 0.0198305 0.0151708 0.0129925
threshold=0.0079489401541650313 0.0005375427135732026 0.0015833032084628942 0.0028552538715302949 0.0011261500185355546 0.00017767510871635753 0.00039601318712811922 0.023343417793512348 0.0018488886416889729 0.0013146653072908523 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 10 -6 7 8 -7 -10 -1
right_child=-2 -3 3 -5 5 6 -8 -9 9 -11 -12
leaf_value=-0.00031607292345301754 0.00015904074574455039 -3.7440243571714211e-05 9.1885213298326828e-05 0.00067765859872068851 0.0006560608085768837 -0.0010291908504552641 7.5302298685760104e-05 0.0002236570179889716 -0.0037009103360584961 -0.0017002034664055847 0.00016248154036933079
leaf_weight=297.51520335674286 421.65668880939484 5971.9482531547546 1699.4277876615524 187.52371180057526 61.429050803184509 39.962841510772705 147.46719288825989 26.7355717420578 29.972131133079529 25.531815409660339 650.82943534851074
leaf_count=171 299 2817 965 80 23 36 52 16 27 23 271
internal_value=0 -7.35549e-06 4.9385e-05 0.000150132 -9.91987e-05 -0.000418555 -0.000663499 -0.00155438 -0.00205203 -0.0027853 1.23317e-05
internal_weight=0 9138.34 3166.39 1886.95 1279.44 331.099 269.67 122.202 95.4668 55.5039 948.345
internal_count=4780 4481 1664 1045 619 177 154 102 86 50 442
is_linear=0
shrinkage=0.06


Tree=1394
num_leaves=12
num_cat=0
split_feature=4 23 149 128 53 68 28 143 53 102 27
split_gain=0.00309162 0.0126339 0.0170138 0.0183558 0.0159835 0.0135296 0.00796687 0.00590135 0.0218068 0.0212165 0.0344379
threshold=0.010180860292166473 0.010180860292166473 0.0021592099219560628 0.0014427106943912806 0.0011980500421486797 0.0058306583669036635 0.00017767510871635753 0.055838862434029586 0.0011980500421486797 0.00052132029668428015 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 5 6 -2 -3 -4 -1 -9 -10 -11
right_child=1 2 3 -5 -6 -7 -8 8 9 10 -12
leaf_value=9.7414957361467493e-07 0.00031886664304396731 0.00026761666500865647 0.00077753423243531771 0.0014459787583953221 -0.0012962947412128918 -0.00081067492584103269 -0.00019738793883183344 0.00072322641835589571 4.6964116799689318e-05 -0.0020906508746956621 -9.3943365263877638e-06
leaf_weight=8808.1390156745911 43.667787909507751 118.51146328449249 54.768577218055725 72.71719491481781 44.403157234191895 64.665610194206238 66.979445457458496 61.616405606269836 109.63083183765411 61.241696000099182 53.658498287200928
leaf_count=4515 7 34 17 17 40 34 28 7 26 39 16
internal_value=0 0.000150745 0.000301666 0.000692383 -0.000496004 -0.000113279 0.000241461 -7.73886e-06 -0.000275848 -0.000550216 -0.00111956
internal_weight=0 465.713 377.642 194.465 88.0709 183.177 121.748 9094.29 286.147 224.531 114.9
internal_count=4780 177 130 62 47 68 45 4603 88 81 55
is_linear=0
shrinkage=0.06


Tree=1395
num_leaves=12
num_cat=0
split_feature=51 50 31 68 50 79 33 124 83 106 131
split_gain=0.00325677 0.00449653 0.00352066 0.00789642 0.011108 0.0108537 0.0204434 0.00977425 0.00958416 0.00937796 0.00908664
threshold=0.045367386192083366 0.018276390619575981 0.010500331409275534 0.0014881226234138014 0.0028552538715302949 0.0014881226234138014 0.013860232196748258 0.00040826165059115743 0.020658296532928947 0.00080172589514404546 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 8 7 -7 -4 -5 -6 -11
right_child=1 -3 3 4 9 6 -8 -9 -10 10 -12
leaf_value=-1.625342172600763e-05 9.3332171676421783e-05 0.00089554477551509861 -0.00043627632603524522 0.00010272694066172792 0.0011035044815115775 -0.0011398925932552268 0.00045714209637619539 0.00066955022606847187 -0.00080789151909168428 -0.00036400435424103231 0.00039958546770514522
leaf_weight=8506.6659334897995 101.11086010932922 33.396045327186584 48.014426231384277 147.09248328208923 55.878656148910522 81.129439353942871 44.684189438819885 71.513438582420349 57.91145920753479 66.885768055915833 345.71698439121246
leaf_count=4203 83 22 19 84 18 65 16 24 36 36 174
internal_value=0 0.000293027 -4.20131e-06 0.000107369 0.000213524 -0.000184005 -0.000572774 0.000225346 -0.000154782 0.000374691 0.000275744
internal_weight=0 134.507 9425.49 918.827 673.485 245.341 125.814 119.528 205.004 468.481 412.603
internal_count=4780 105 4675 472 348 124 81 43 120 228 210
is_linear=0
shrinkage=0.06


Tree=1396
num_leaves=12
num_cat=0
split_feature=118 51 19 9 88 105 146 149 93 145 78
split_gain=0.00312186 0.0082258 0.0134766 0.0185208 0.00973425 0.0089385 0.0115625 0.019384 0.0154423 0.0217766 0.0136301
threshold=0.0054799309000372895 0.010829726699739696 0.00077738583786413084 0.00057154725072905432 0.0095705352723598498 0.0036604277556762104 0.0072436286136507997 0.00017767510871635753 0.0017376682371832433 0.0014427106943912806 0.012252715881913902
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 8 -8 -2 -10 -9
right_child=1 2 3 4 -6 -7 7 10 9 -11 -12
leaf_value=-1.6370303985794894e-05 0.00021747902413527556 0.00062101524956321356 -0.001742264560320166 -0.00070714133822739715 0.00070245228645869639 0.00027779001150090232 -0.0015227521710946097 -0.00092983429060228284 -0.0016519329295954653 -4.2349190516410255e-05 0.00048417324282015988
leaf_weight=7787.9202786684036 633.34920465946198 37.930038452148438 38.852762579917908 42.1829993724823 30.159485936164856 675.53220403194427 45.513236165046692 38.946439981460571 39.962841510772705 123.68714833259583 65.963043928146362
leaf_count=3984 231 18 35 38 11 269 41 27 36 71 19
internal_value=0 7.18612e-05 -0.000354451 -0.000687453 -0.000119325 0.000111052 -7.85197e-06 -0.000490148 8.32249e-05 -0.000436174 -4.11464e-05
internal_weight=0 1772.08 149.125 111.195 72.3425 1622.95 947.422 150.423 796.999 163.65 104.909
internal_count=4780 796 102 84 49 694 425 87 338 107 46
is_linear=0
shrinkage=0.06


Tree=1397
num_leaves=12
num_cat=0
split_feature=99 34 124 59 9 14 76 99 78 142 41
split_gain=0.00327811 0.00417481 0.00518703 0.0079007 0.0099087 0.00976633 0.0213011 0.00921853 0.0140652 0.0159394 0.0137174
threshold=0.023343417793512348 0.02636832278221846 0.016668972559273246 0.0019672545604407792 0.00037263428384903824 0.0045489775948226461 0.00038414125447161501 0.0016846025246195497 0.0049928687512874612 0.00073092587990686308 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 -6 -7 8 -4 10 -10
right_child=-2 -3 3 4 5 6 -8 -9 9 -11 -12
leaf_value=-4.5269295008022557e-05 0.00011954011666093105 0.00010788671533325208 7.49706933607433e-05 0.00040401777701508981 0.00011339655058801367 -0.0017652526746352397 0.00057867747409753726 0.00026497178240210141 -0.0011295322439170321 -0.0019302700748495129 0.00029753425254582221
leaf_weight=6667.3401007652283 759.88415288925171 958.05431687831879 152.64287793636322 416.682408452034 267.82410442829132 32.192288994789124 24.515413880348206 151.72015380859375 46.716992497444153 32.192288994789124 50.234584093093872
leaf_count=3306 442 475 89 149 120 29 14 72 34 29 21
internal_value=0 -1.03415e-05 -2.47865e-05 9.14615e-05 0.00021045 -3.81293e-05 -0.000752709 -0.000111988 -0.000314973 -0.000775572 -0.000390566
internal_weight=0 8800.12 7842.06 1174.72 741.214 324.532 56.7077 433.507 281.787 129.144 96.9516
internal_count=4780 4338 3863 557 312 163 43 245 173 84 55
is_linear=0
shrinkage=0.06


Tree=1398
num_leaves=12
num_cat=0
split_feature=43 80 11 105 5 60 143 5 61 37 105
split_gain=0.00318321 0.00865275 0.00918734 0.00851298 0.00738526 0.0169342 0.00565872 0.00542738 0.00697462 0.00479186 0.0116815
threshold=0.040252277627587325 0.0036604277556762104 0.0046923852059990176 0.00099512818269431613 0.1710825711488724 0.0011261500185355546 0.002945306478068233 0.00066645268816500913 0.00087947337306104611 0.0011261500185355546 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 -3 -4 9 -6 7 -2 -9 10 -1
right_child=1 2 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00011605781103665732 -0.00024969839456220574 0.00023187467053971378 -1.6307202653413647e-05 -0.0012264548204431332 0.00029357400441200251 -0.0016830261979137472 0.00086721624484852142 0.00094763243635627187 6.7314815192604298e-06 5.3513931427559105e-05 5.6464335752824171e-05
leaf_weight=3069.9911795854568 58.927860736846924 103.79940497875214 42.464031577110291 41.166597843170166 32.379643797874451 29.972131133079529 66.885768055915833 54.581222414970398 58.927860736846924 3383.4502973556519 2617.4536854028702
leaf_count=1658 45 45 14 29 13 27 36 33 45 1617 1218
internal_value=0 0.000160132 -0.000145119 -0.000612747 -7.50213e-06 -0.00065774 0.000399156 0.000217205 0.000459603 -3.02531e-06 -3.66607e-05
internal_weight=0 426.753 187.43 83.6306 9133.25 62.3518 239.323 172.437 113.509 9070.9 5687.44
internal_count=4780 247 88 43 4533 40 159 123 78 4493 2876
is_linear=0
shrinkage=0.06


Tree=1399
num_leaves=12
num_cat=0
split_feature=102 11 92 10 22 11 46 117 31 72 27
split_gain=0.00306991 0.0133692 0.018665 0.0125299 0.0150923 0.016058 0.0158405 0.0279455 0.0260476 0.015327 0.0135358
threshold=0.00052132029668428015 0.064669914543628707 0.0034400182776153092 0.0023699469165876512 0.0022975050378590827 0.027182282879948619 0.0033348383149132137 0.0015833032084628942 0.00093549740267917525 0.0037758676335215573 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 8 9 -8 -9
right_child=1 2 -4 -5 -6 -7 7 10 -10 -11 -12
leaf_value=1.5137575256071925e-05 -7.0395896855236502e-06 -0.0014841212877767576 -0.00014177213524953772 0.0002096182370423731 0.00070205312754965336 0.00036621077339545023 -0.0031740722106142166 -0.00052829441151057898 -0.00032395830742366937 -0.0011285129879349471 0.00013236378347893378
leaf_weight=609.00709569454193 6815.9033226966858 52.26738715171814 129.61225259304047 1096.0788139104843 88.16462254524231 217.1351832151413 28.862052202224731 242.74662613868713 49.124505162239075 24.515413880348206 206.58240842819214
leaf_count=298 3456 39 44 567 39 42 26 154 20 14 81
internal_value=0 -2.05907e-05 -0.000528131 5.61716e-05 -5.8551e-05 -0.000107263 -0.00019585 -0.000428659 -0.00132213 -0.00223845 -0.00022459
internal_weight=0 6997.78 181.88 2562.22 1466.14 1377.97 1160.84 551.831 102.502 53.3775 449.329
internal_count=4780 3539 83 1241 674 635 593 295 60 40 235
is_linear=0
shrinkage=0.06


Tree=1400
num_leaves=12
num_cat=0
split_feature=48 63 58 131 31 105 8 31 31 97 80
split_gain=0.00316997 0.00448821 0.00415871 0.00344438 0.00871485 0.0193932 0.0100305 0.0158339 0.0198947 0.0099969 0.00950758
threshold=0.0042751494329422721 0.0042751494329422721 0.0031340263085439806 0.015200819820165636 0.039062514901161201 0.0013146653072908523 0.0048403022810816774 0.0032328735105693345 0.0014427106943912806 0.018276390619575981 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 9 8 -8 -5 -10
right_child=1 -3 -4 4 5 -7 7 -9 10 -11 -12
leaf_value=8.4207839003448393e-06 -0.00048305976007192086 0.00070722994612785724 0.00037218287163527506 -0.00016969732593999633 0.00022152882045991181 -0.0015597236581722216 6.0747491480986483e-05 0.00044464944008968711 -0.00053892621117973755 -0.0011100369285593481 -0.0021539774683600947
leaf_weight=8403.8829300403595 35.522525787353516 54.674899816513062 48.014426231384277 372.17152392864227 43.480433106422424 44.403157234191895 193.07410645484924 265.79130136966705 30.065808534622192 45.606913566589355 23.311657547950745
leaf_count=4167 32 25 19 214 23 40 85 102 19 33 21
internal_value=0 0.000285138 8.3642e-06 -4.20532e-06 -0.000108438 -0.000679198 -5.44358e-05 0.000123507 -0.000222876 -0.000272591 -0.00124698
internal_weight=0 138.212 83.537 9421.79 1017.9 87.8836 930.021 512.243 246.452 417.778 53.3775
internal_count=4780 76 51 4704 537 63 474 227 125 247 40
is_linear=0
shrinkage=0.06


Tree=1401
num_leaves=12
num_cat=0
split_feature=136 136 69 43 82 80 54 52 126 2 17
split_gain=0.00315084 0.00413312 0.0194032 0.0146374 0.00452198 0.0164824 0.03732 0.0153069 0.0171893 0.00935446 0.00818554
threshold=0.013032016810029747 0.0054799309000372895 0.0012745757703669371 0.00046126570669002836 0.0026012937305495147 0.011880517937242987 0.011880517937242987 0.0079489401541650313 0.00075379351619631063 0.028458753600716594 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 9 7 -7 -9 10 -6
right_child=-2 2 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=-2.3670370201238576e-05 0.00031655420821327554 -0.00037992058562772037 0.00018095471196337044 -0.0023518745496269458 -5.1516278024189682e-05 0.00074276280502830931 -0.0021967471373922319 -1.7191833587771511e-05 -0.0015140010054490146 0.00093941517615355396 0.0001907183662472357
leaf_weight=6835.3648287057877 111.75731229782104 32.285966396331787 102.78300344944 23.311657547950745 787.44877135753632 56.895057678222656 35.522525787353516 101.57924711704254 37.836361050605774 49.124505162239075 1386.0904470682144
leaf_count=3231 36 21 36 21 483 27 32 43 26 20 804
internal_value=0 -3.76862e-06 -0.000307597 -0.00120948 1.41454e-06 7.127e-05 -0.000410047 -8.57893e-05 -0.000424209 0.00012149 0.000102961
internal_weight=0 9448.24 158.381 55.5976 9289.86 2454.5 231.833 196.311 139.416 2222.66 2173.54
internal_count=4780 4744 78 42 4666 1435 128 96 69 1307 1287
is_linear=0
shrinkage=0.06


Tree=1402
num_leaves=12
num_cat=0
split_feature=129 49 45 77 9 147 108 107 68 144 117
split_gain=0.00305978 0.0129157 0.0258109 0.0238594 0.0293889 0.0364623 0.0228643 0.0178571 0.0182838 0.0158922 0.0144679
threshold=0.013860232196748258 0.0005375427135732026 0.0012357163941487672 0.00068727668258361529 0.0012357163941487672 0.023343417793512348 0.0013986918493174019 0.00073092587990686308 0.00064626874518580746 0.0017376682371832433 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 6 -5 8 -2 -3 -8
right_child=1 9 3 4 -6 -7 10 -9 -10 -11 -12
leaf_value=1.3873992846277844e-05 0.00012901858351263242 0.00078987317905677404 0.00039008082943422449 -0.0006730433322994228 -8.8121228197857507e-05 -0.00033705264066393636 -0.0035883754529346186 0.00060128976659419597 -0.00084356457689653064 -1.7994998028297176e-05 -0.001863281345433183
leaf_weight=8187.8437758684158 205.847039103508 108.33339810371399 66.979445457458496 28.955729603767395 107.12964177131653 73.546241641044617 33.302367925643921 147.74822509288788 105.0031613111496 457.56797409057617 37.74268364906311
leaf_count=4223 48 41 28 18 48 42 30 28 38 202 34
internal_value=0 -8.2937e-05 -0.000237146 -0.000626971 -0.000869728 -0.00135188 -0.00209716 5.84465e-05 -0.000199679 0.000136772 -0.00267583
internal_weight=0 1372.16 806.255 347.656 280.677 173.547 100.001 458.598 310.85 565.901 71.0451
internal_count=4780 557 314 200 172 124 82 114 86 243 64
is_linear=0
shrinkage=0.06


Tree=1403
num_leaves=12
num_cat=0
split_feature=4 83 1 70 95 143 69 33 54 108 8
split_gain=0.00312672 0.0130754 0.019989 0.0187607 0.0177372 0.0177977 0.0221558 0.0230059 0.0217758 0.0207006 0.0170042
threshold=0.0005375427135732026 0.0081988852471113222 0.0044099434744566688 0.0013986918493174019 0.0011261500185355546 0.00085274505545385193 0.00039601318712811922 0.001792412775103003 0.0027679565828293566 0.0030382014811038975 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 7 8 9 -7 -4
right_child=-2 2 10 -5 5 6 -8 -9 -10 -11 -12
leaf_value=7.1514507693002595e-05 -2.4840096792240353e-05 0.00010511347515171109 -0.0011085951690410136 0.0006042919757087065 0.00018450272051436086 -0.0027134339394318694 -0.00012193703512039193 3.1379768476987465e-06 -0.00030866000183988284 -0.00097128069623804783 2.1268069531142668e-05
leaf_weight=1276.113005399704 6276.9529768228531 752.11360037326813 70.028650045394897 423.70354175567627 177.15829181671143 52.173709750175476 227.58023071289062 60.225294470787048 45.700590968132019 46.623315095901489 151.62647640705109
leaf_count=616 3019 435 55 220 103 47 108 30 25 42 80
internal_value=0 4.74213e-05 0.000186503 0.000285028 -5.5662e-05 -0.000321917 -0.000529443 -0.000982167 -0.00139255 -0.00189311 -0.000336034
internal_weight=0 3283.05 1397.47 1175.82 1885.57 609.461 432.303 204.723 144.498 98.797 221.655
internal_count=4780 1761 790 655 971 355 252 144 114 89 135
is_linear=0
shrinkage=0.06


Tree=1404
num_leaves=12
num_cat=0
split_feature=88 98 144 102 140 118 108 108 8 144 83
split_gain=0.00308825 0.00476667 0.00412579 0.00332803 0.0108221 0.0222339 0.0200102 0.0226983 0.0130045 0.0123178 0.0176675
threshold=0.1242329850792885 0.00017767510871635753 0.034632634371519096 0.00052132029668428015 0.01884530205279589 0.00075379351619631063 0.0068083447404205808 0.021960759535431865 0.0011261500185355546 0.0038949446752667431 0.057509137317538268
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 9 -8 -7 10 -6
right_child=1 -3 -4 -5 5 8 7 -9 -10 -11 -12
leaf_value=-3.0960060390370224e-05 -0.00049056874594711011 0.00044839700201070064 0.00028629473076004393 -2.7445241059805491e-05 -0.00046280905057524197 -0.0002234555859779403 -0.0017935819907229401 0.00019369174802522953 0.00073133819339751198 0.00098654796258234559 0.00045939824134078608
leaf_weight=1750.6928231716156 49.030827760696411 134.14624571800232 49.218182563781738 6768.7179431915283 151.53279900550842 61.429050803184509 45.513236165046692 37.836361050605774 311.77292454242706 52.642096757888794 147.46719288825989
leaf_count=898 28 40 12 3462 88 23 41 26 103 7 52
internal_value=0 0.000215975 -0.000101501 -5.4093e-06 5.28785e-05 0.000234469 -5.7035e-05 -0.000892313 0.000574161 0.000141148 -7.97366e-06
internal_weight=0 232.395 98.249 9327.6 2558.89 808.194 434.992 83.3496 373.202 351.642 299
internal_count=4780 80 40 4700 1238 340 214 67 126 147 140
is_linear=0
shrinkage=0.06


Tree=1405
num_leaves=12
num_cat=0
split_feature=95 40 146 135 29 28 68 95 147 33 5
split_gain=0.0030641 0.00588514 0.00814548 0.0114306 0.00674454 0.00837446 0.00772443 0.00542066 0.0126292 0.0226724 0.0194955
threshold=0.020658296532928947 0.0027679565828293566 0.0046923852059990176 0.00057154725072905432 0.0032328735105693345 0.001792412775103003 0.0023699469165876512 0.011169348377734424 0.0033348383149132137 0.0053125319536775359 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 -3 6 -6 -1 -9 10 -10
right_child=1 4 3 -5 5 -7 -8 8 9 -11 -12
leaf_value=1.5611713517735263e-06 0.00014344459603021865 -9.4450217834202084e-05 -0.0015757348738278392 -1.7525060955213805e-06 0.0011204451039986715 -0.00010655366110413267 0.00035079069289823344 -1.1797012933996731e-05 -0.00201505297408723 0.00033887630458049657 3.5529508368124525e-05
leaf_weight=8523.0360852479935 124.79722726345062 133.77153611183167 28.862052202224731 38.946439981460571 72.623517513275146 78.08023476600647 132.84881198406219 305.66046547889709 52.173709750175476 44.684189438819885 24.515413880348206
leaf_count=4242 72 72 26 27 25 38 55 146 47 16 14
internal_value=0 0.000130086 -0.000144205 -0.000673037 0.000256682 0.000422311 0.000623235 -8.89194e-06 -0.000217474 -0.000735004 -0.00136035
internal_weight=0 609.93 192.606 67.8085 417.324 283.553 205.472 8950.07 427.034 121.373 76.6891
internal_count=4780 315 125 53 190 118 80 4465 223 77 61
is_linear=0
shrinkage=0.06


Tree=1406
num_leaves=12
num_cat=0
split_feature=3 129 74 120 38 50 59 69 23 85 67
split_gain=0.00300009 0.0142827 0.0178042 0.0415114 0.03253 0.0216837 0.0217471 0.0190593 0.0166363 0.015776 0.0127985
threshold=0.00244467705488205 0.059226244688034065 0.00017767510871635753 0.00017767510871635753 0.0017376682371832433 0.0053125319536775359 0.0038949446752667431 0.00039601318712811922 0.012636432424187662 0.0022272822679951791 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 10 -9 -8 -4
right_child=-2 -3 3 -5 -6 6 9 8 -10 -11 -12
leaf_value=1.7445766624312535e-06 5.6740678393941881e-05 0.00054058003737857076 -0.0020266171261317796 0.00013262387309859462 0.00031337585062045359 -0.00092748804735454267 -0.0036245322736484006 0.00020601226504999177 -0.0012830464148075422 -0.001450216752084804 -0.00035642617657707557
leaf_weight=6125.6590603590012 2481.6493462324142 159.86541593074799 46.623315095901489 397.43635702133179 83.817984223365784 58.927860736846924 26.641894340515137 93.715017199516296 37.836361050605774 22.201578617095947 25.625492811203003
leaf_count=3198 1128 47 42 164 27 45 24 44 26 20 15
internal_value=0 -1.99255e-05 -3.28847e-05 -0.00030041 -0.000735608 -0.00101781 -0.00170589 -0.000653293 -0.000222915 -0.00264119 -0.00143554
internal_weight=0 7078.35 6918.48 792.826 395.39 311.572 107.771 203.8 131.551 48.8435 72.2488
internal_count=4780 3652 3605 407 243 216 89 127 70 44 57
is_linear=0
shrinkage=0.06


Tree=1407
num_leaves=12
num_cat=0
split_feature=122 27 142 143 124 67 39 99 138 15 20
split_gain=0.00317366 0.00750794 0.00882103 0.00512477 0.00729016 0.00419543 0.0041515 0.00407682 0.00502001 0.00579428 0.00793292
threshold=0.0060143163427710542 0.0060143163427710542 0.0028552538715302949 0.016668972559273246 0.0005893622583243997 0.00087947337306104611 0.0048403022810816774 0.023343417793512348 0.00064626874518580746 0.00057154725072905432 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 -2 6 -6 -1 -9 -10 -11
right_child=1 2 -4 -5 5 -7 -8 8 9 10 -12
leaf_value=-1.9575106782943275e-05 -0.00048845643743575728 0.00022972995569699349 -0.00092931005897358494 0.00064775771894310448 0.00013012136243163025 -0.0001208134577634342 0.0008005776357540268 2.2669090469975359e-05 -0.00013378555324585566 0.0010647883421379121 0.00021709479267446028
leaf_weight=8376.0372793674469 52.26738715171814 50.234584093093872 44.496834635734558 100.65652298927307 61.335373401641846 56.895057678222656 72.623517513275146 515.01104629039764 62.445452332496643 64.478255391120911 103.51837277412415
leaf_count=4150 39 21 32 26 31 27 25 278 32 50 69
internal_value=0 0.000157623 -0.000315095 0.000287939 0.000138762 0.000310699 0.000493924 -7.60801e-06 0.000126841 0.000359542 0.000542885
internal_weight=0 438.509 94.7314 343.778 243.121 190.854 133.959 9121.49 745.453 230.442 167.997
internal_count=4780 201 53 148 122 83 56 4579 429 151 119
is_linear=0
shrinkage=0.06


Tree=1408
num_leaves=12
num_cat=0
split_feature=107 110 40 145 90 34 99 96 92 106 27
split_gain=0.00306107 0.00566638 0.00448294 0.004579 0.0043045 0.00345423 0.00876862 0.0136656 0.0177547 0.0217433 0.0221755
threshold=0.048151826485991485 0.00044738779251929378 0.00060774214216507982 0.0045489775948226461 0.00090704852482303988 0.00077738583786413084 0.00099512818269431613 0.00017767510871635753 0.00017767510871635753 0.0011980500421486797 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 8 -1 10 -10
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00029510845010754394 -0.00043577421931503878 0.001207412447381548 -0.00014073427113337858 0.00083645578159435624 -0.00027807326508654478 -2.0008030314995606e-05 -8.7799326610441117e-05 0.00041560649301279135 -0.0018268291650956022 0.00022172728859801895 0.00031350699903164551
leaf_weight=203.15849423408508 32.192288994789124 35.616203188896179 32.285966396331787 26.641894340515137 23.311657547950745 7931.602897644043 638.05650269985199 482.36442017555237 59.944262266159058 70.309682250022888 24.515413880348206
leaf_count=86 29 24 21 24 21 3976 308 192 54 31 14
internal_value=0 0.000268751 0.000461399 0.000688486 0.000316826 -4.31353e-06 7.98859e-05 0.000207209 -7.36771e-05 -0.000557643 -0.00120594
internal_weight=0 150.048 117.856 85.5698 49.9536 9409.95 1478.35 840.292 357.928 154.769 84.4597
internal_count=4780 119 90 69 45 4661 685 377 185 99 68
is_linear=0
shrinkage=0.06


Tree=1409
num_leaves=12
num_cat=0
split_feature=129 110 92 150 49 148 96 88 84 73 96
split_gain=0.00299889 0.00971652 0.0153648 0.0189868 0.0118288 0.0159555 0.0192934 0.0208707 0.0128372 0.0245699 0.0112764
threshold=0.013860232196748258 0.0011261500185355546 0.0034400182776153092 0.00099512818269431613 0.0005375427135732026 0.0016331639490090313 0.0005375427135732026 0.04273676127195359 0.00040826165059115743 0.010829726699739696 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 7 -7 -8 -10 -6
right_child=1 2 3 -5 10 6 8 -9 9 -11 -12
leaf_value=1.3734034732995184e-05 0.00029424216302463037 -5.8400834330205459e-05 -0.00023703217755678609 -0.0018516499436003154 0.0003832554226023671 -0.0019325757916664932 0.00015860493629082681 -0.00010550989755288161 -0.0016776687454139025 -8.2671909159108371e-05 -0.00047788876679441842
leaf_weight=8187.8437758684158 197.98280918598175 183.08339607715607 58.098814010620117 47.733394026756287 353.95592391490936 51.157308220863342 206.86344063282013 40.150196313858032 48.937150359153748 119.52786481380463 64.665610194206238
leaf_count=4223 49 76 20 43 141 38 57 20 36 43 34
internal_value=0 -8.21088e-05 -0.000391203 -0.000966332 3.59487e-07 -0.000156989 -0.000348458 -0.00113016 -0.00015804 -0.000546721 0.00025015
internal_weight=0 1372.16 288.916 105.832 1083.24 664.619 466.636 91.3075 375.328 168.465 418.622
internal_count=4780 557 139 63 418 243 194 58 136 79 175
is_linear=0
shrinkage=0.06


Tree=1410
num_leaves=12
num_cat=0
split_feature=51 129 3 71 127 148 26 26 39 47 113
split_gain=0.00303415 0.00509412 0.00529755 0.00609997 0.00664677 0.00406474 0.00351172 0.00616576 0.0297858 0.0165289 0.0310289
threshold=0.027182282879948619 0.013860232196748258 0.0011980500421486797 0.012636432424187662 0.00039601318712811922 0.0060143163427710542 0.00087947337306104611 0.00039601318712811922 0.00040826165059115743 0.0014427106943912806 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -4 7 -1 -9 -10 -11
right_child=1 -3 5 -5 -6 -7 -8 8 9 10 -12
leaf_value=-4.5520825413132557e-06 -1.9422677229548507e-05 -0.00052551075524884304 0.00098350310219399236 0.00031652263529392946 -0.0012263972043206218 0.00027574650805034718 9.508953414890486e-05 -0.0014310775464104392 0.00051384785531259582 -0.00071454497048600624 0.00025437242811382461
leaf_weight=7436.6809993982315 62.351774930953979 34.506124258041382 48.014426231384277 130.44129931926727 22.201578617095947 74.656320571899414 1074.6126046180725 63.368176460266113 137.38280510902405 239.32271194458008 236.460862159729
leaf_count=3611 40 23 19 69 20 43 580 49 51 159 116
internal_value=0 0.0001679 0.000238894 5.93027e-05 -0.000337418 0.000553344 -6.8291e-06 -2.03294e-05 -0.000193733 -6.5646e-05 -0.000233048
internal_weight=0 372.172 337.665 214.995 84.5534 122.671 9187.83 8113.22 676.535 613.166 475.784
internal_count=4780 214 191 129 60 62 4566 3986 375 326 275
is_linear=0
shrinkage=0.06


Tree=1411
num_leaves=12
num_cat=0
split_feature=97 10 75 84 132 23 24 29 100 83 72
split_gain=0.00317959 0.00346576 0.00753727 0.0114911 0.0125479 0.0103979 0.00904301 0.0142697 0.0132182 0.0106379 0.00735779
threshold=0.091400381177663817 0.037906534969806678 0.00017767510871635753 0.00040826165059115743 0.000490355829242617 0.030689206905663017 0.00060774214216507982 0.04673989117145539 0.0033348383149132137 0.023343417793512348 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -3 8 -8 -10 -5
right_child=-2 2 3 10 -6 -7 7 -9 9 -11 -12
leaf_value=-1.4783911232488756e-05 0.00027424029430430058 0.00029070363140865107 0.00035431000669532977 0.00012557305150612787 -0.00030795909257878059 0.0013369930290594338 -0.0021128128595018208 0.00039741733187147323 0.00046966463372733049 -0.0011217730304715103 -0.00080778338484778077
leaf_weight=8701.3981333971024 149.68735074996948 91.307504534721375 75.860076904296875 255.42588138580322 42.276676774024963 79.377668499946594 24.421736478805542 43.574110507965088 25.625492811203003 36.632604718208313 34.412446856498718
leaf_count=4338 54 58 36 125 30 23 22 15 15 33 31
internal_value=0 -4.39015e-06 0.00012317 0.000255066 0.000607872 0.000857322 -0.000166938 -0.00048772 -0.000932626 -0.000467033 1.45154e-05
internal_weight=0 9410.31 708.914 487.353 197.514 155.238 221.561 130.254 86.6798 62.2581 289.838
internal_count=4780 4726 388 245 89 59 143 85 70 48 156
is_linear=0
shrinkage=0.06


Tree=1412
num_leaves=12
num_cat=0
split_feature=119 120 54 74 136 136 105 71 40 14 14
split_gain=0.00282058 0.0053267 0.00673465 0.00495073 0.0036667 0.00473382 0.0141287 0.0115591 0.00489272 0.0122519 0.0191536
threshold=0.0027679565828293566 0.00096484774257987748 0.01884530205279589 0.00037263428384903824 0.013032016810029747 0.0054799309000372895 0.0036604277556762104 0.0092791137285530585 0.0031340263085439806 0.0017376682371832433 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 8 7 -7 9 10 -1
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-1.1908734352155562e-05 0.00095456082868073842 0.00051027587953559846 -0.00075246208258238296 7.5363641279622412e-05 0.00034254649026017582 -0.00018865057043100165 0.00014602053675133916 -0.0018541892969618455 4.0564905253928682e-05 8.1497378717565374e-05 -0.00034093803034520524
leaf_weight=1887.8882734775543 49.030827760696411 27.751973271369934 33.396045327186584 43.480433106422424 108.42707550525665 28.955729603767395 86.038142085075378 31.082210063934326 4626.0595301389694 1676.7859218120575 961.10352146625519
leaf_count=965 28 25 22 23 33 18 29 28 2316 791 502
internal_value=0 0.000254882 -0.000179472 0.000541864 -4.19058e-06 -8.23768e-06 -0.000346987 -0.00105257 -2.82704e-06 -4.71804e-05 -0.000122914
internal_weight=0 153.659 61.148 92.5113 9406.34 9297.91 146.076 60.0379 9151.84 4525.78 2848.99
internal_count=4780 98 47 51 4682 4649 75 46 4574 2258 1467
is_linear=0
shrinkage=0.06


Tree=1413
num_leaves=12
num_cat=0
split_feature=146 0 117 58 76 79 60 4 43 117 15
split_gain=0.00292886 0.00628272 0.00770042 0.0117066 0.0156706 0.0196417 0.0258676 0.0340753 0.0104332 0.00980687 0.0205421
threshold=0.0010263677686452868 0.035692447796463973 0.0056525857653468856 0.00046126570669002836 0.00044738779251929378 0.00043393640953581786 0.0013146653072908523 0.00087947337306104611 0.00064626874518580746 0.00062670491752214741 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 7 -5 -7 10 -1
right_child=-2 -3 -4 4 -6 8 -8 -9 -10 -11 -12
leaf_value=6.2628561760342749e-05 -1.4355792782638386e-05 0.0008053164439552308 0.00026549623143299727 -4.310971955652497e-05 0.00019189328633648068 -0.00029687524515843228 -0.0025000275999849521 -0.0025531478406110512 0.00065607345560529532 -0.00017617604154494519 0.0012243761260932304
leaf_weight=161.99189639091492 8058.9949923753738 41.353952646255493 441.46480464935303 94.544063925743103 238.39998781681061 194.09050798416138 31.17588746547699 24.421736478805542 52.454741954803467 138.39920663833618 82.707905292510986
leaf_count=57 4018 13 236 69 142 94 20 22 23 60 26
internal_value=0 7.69263e-05 5.62362e-05 -3.45119e-05 -0.000192514 -0.000423524 -0.000964301 -0.000560091 -9.3943e-05 0.0002274 0.000455636
internal_weight=0 1501 1459.65 1018.19 635.087 396.687 150.142 118.966 246.545 383.099 244.7
internal_count=4780 762 749 513 370 228 111 91 117 143 83
is_linear=0
shrinkage=0.06


Tree=1414
num_leaves=12
num_cat=0
split_feature=124 71 39 72 33 141 53 147 106 141 5
split_gain=0.00294277 0.0109809 0.0184607 0.0262275 0.0196729 0.054147 0.0120027 0.0253287 0.0198897 0.0116232 0.0161811
threshold=0.00073092587990686308 0.00062670491752214741 0.00017767510871635753 0.001792412775103003 0.00077738583786413084 0.00017767510871635753 0.0014881226234138014 0.0092791137285530585 0.024810968898236755 0.031632266007363803 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 8 9 -3 10 -8
right_child=-2 6 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00041224173487596427 2.6960631878135247e-05 3.7713391481756859e-05 0.001219200562376591 -0.00019592805709353378 0.00078680619666322458 -0.0026788024802825721 -1.4988904585485374e-05 -0.0016772092894113211 0.0011285943099908005 0.0002989970762098401 -0.00033515524526067783
leaf_weight=52.361064553260803 5769.2300461530685 832.24068808555603 118.60514068603516 78.173912167549133 42.464031577110291 33.302367925643921 1297.9398744106293 37.836361050605774 64.759287595748901 222.31086826324463 1010.7760411500931
leaf_count=31 2885 394 26 30 14 30 668 26 26 79 571
internal_value=0 -4.10898e-05 0.000292386 0.000657202 -0.000267977 -0.00079115 -7.23589e-05 -0.000138337 0.000116587 -0.000115267 -0.000155169
internal_weight=0 3790.77 324.907 196.779 128.127 85.6634 3465.86 2568.86 897 2531.03 2308.72
internal_count=4780 1895 131 56 75 61 1764 1344 420 1318 1239
is_linear=0
shrinkage=0.06


Tree=1415
num_leaves=12
num_cat=0
split_feature=43 80 94 45 52 5 60 148 131 0 21
split_gain=0.00308857 0.00713894 0.00675922 0.0109027 0.0306325 0.00624766 0.0135895 0.00526874 0.00666053 0.00815056 0.00588472
threshold=0.040252277627587325 0.0036604277556762104 0.0037758676335215573 0.011880517937242987 0.0060143163427710542 0.1710825711488724 0.0011261500185355546 0.0034400182776153092 0.000490355829242617 0.0010918468469753864 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 4 -3 -1 -7 8 9 10 -2
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-3.2773698237334222e-06 0.0010326113362745439 6.5167193914177014e-05 0.0002618640580983459 0.00039888466746022003 -0.0026529766819704879 0.00024678676091568309 -0.00152392090199397 8.3772934071868298e-05 -1.6095632037205529e-05 0.001710158290657304 -0.00022598909230285856
leaf_weight=9070.8951623439789 31.17588746547699 41.166597843170166 88.351977348327637 34.599801659584045 23.311657547950745 32.379643797874451 29.972131133079529 115.72924101352692 37.836361050605774 31.269564867019653 23.311657547950745
leaf_count=4493 20 29 23 15 21 13 27 80 26 12 21
internal_value=0 0.000157729 -0.000119542 -0.000459579 -0.000920145 -7.39499e-06 -0.000605459 0.000374838 0.000647095 0.000939374 0.000494711
internal_weight=0 426.753 187.43 99.0781 64.4783 9133.25 62.3518 239.323 123.593 85.7571 54.4875
internal_count=4780 247 88 65 50 4533 40 159 79 53 41
is_linear=0
shrinkage=0.06


Tree=1416
num_leaves=12
num_cat=0
split_feature=116 142 41 34 85 24 51 129 125 115 148
split_gain=0.00303117 0.00773447 0.00770087 0.00800072 0.0102757 0.018938 0.00622707 0.0128077 0.0123959 0.0113687 0.0118634
threshold=0.012636432424187662 0.036783467978239066 0.000490355829242617 0.0041444667149335155 0.0016331639490090313 0.0032328735105693345 0.0034400182776153092 0.0038949446752667431 0.00017767510871635753 0.0010263677686452868 0.032603342086076743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 7 8 -2 -8 -11
right_child=1 -3 3 4 -6 -7 9 -9 -10 10 -12
leaf_value=-1.3216017524801973e-05 -0.00057164224873608427 -0.00049562705409583133 0.00038676993739906855 0.00021482589656285437 1.6396225538275292e-05 -0.0018216586970305918 0.00034978335401128616 0.00090225965305643563 0.00033513870654826658 -0.00049537992512416922 0.00038433495445711942
leaf_weight=8294.8937901258469 65.682011723518372 77.063833236694336 58.192491412162781 27.845650672912598 80.300392627716064 39.962841510772705 231.09782230854034 114.0711475610733 310.19445860385895 181.50493013858795 79.190313696861267
leaf_count=4182 43 29 12 17 40 36 95 30 142 115 39
internal_value=0 8.64854e-05 0.000124283 -0.000208881 -0.000443017 -0.000986289 0.000194308 0.000345681 0.000176575 4.34642e-05 -0.000228108
internal_weight=0 1265.11 1188.04 206.301 148.109 67.8085 981.741 489.948 375.876 491.793 260.695
internal_count=4780 598 569 105 93 53 464 215 185 249 154
is_linear=0
shrinkage=0.06


Tree=1417
num_leaves=12
num_cat=0
split_feature=69 130 41 59 46 142 75 74 111 138 102
split_gain=0.00295732 0.00351364 0.00406577 0.0095489 0.00655892 0.0170983 0.00722767 0.0147921 0.0125979 0.0186688 0.00758375
threshold=0.04673989117145539 0.0036604277556762104 0.00046126570669002836 0.048151826485991485 0.040252277627587325 0.021960759535431865 0.0072436286136507997 0.00093549740267917525 0.00037263428384903824 0.0022975050378590827 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 10 8 -8 -10 -4
right_child=-2 -3 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-1.6728692666366189e-05 0.00027883216640120772 -0.00043671160751705917 0.0005766933518700307 0.00070754748105176894 -0.00046926076882669029 -0.00099015354000157852 -6.7713289554690941e-05 0.00023416350590845311 -0.000276570226938917 -0.002247982099535088 9.2062255980172837e-05
leaf_weight=8067.8615739345551 134.88161504268646 66.979445457458496 219.26166367530823 86.225496888160706 80.300392627716064 50.140906691551208 152.83023273944855 380.69149565696716 45.700590968132019 27.751973271369934 247.37429666519165
leaf_count=4123 73 28 52 13 40 29 73 157 25 25 142
internal_value=0 -4.0142e-06 -9.12599e-07 9.79761e-05 5.42679e-05 9.17163e-05 0.00014233 5.82177e-06 -0.000378267 -0.00102346 0.000319854
internal_weight=0 9425.12 9358.14 1290.28 1204.05 1123.75 1073.61 606.974 226.283 73.4526 466.636
internal_count=4780 4707 4679 556 543 503 474 280 123 50 194
is_linear=0
shrinkage=0.06


Tree=1418
num_leaves=12
num_cat=0
split_feature=108 44 149 32 143 134 46 115 117 96 77
split_gain=0.00303842 0.00622835 0.0048507 0.00989888 0.0104516 0.00637797 0.00594294 0.0103096 0.0064375 0.00507045 0.00453869
threshold=0.021960759535431865 0.04673989117145539 0.00042089859198313212 0.00062670491752214741 0.013032016810029747 0.00066645268816500913 0.015200819820165636 0.00085274505545385193 0.0019672545604407792 0.0016331639490090313 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 6 8 -8 -4 -2 -10
right_child=1 -3 5 4 -6 -7 7 -9 10 -11 -12
leaf_value=-1.1145217467385705e-05 0.0004522817919528166 -0.00065117297910797871 0.00072487587916302942 -0.0012555556832785045 0.00022526248055930036 -0.00046795134776095787 0.0014422168590047428 0.00020434710746429423 0.00023453352770749645 -0.00038073445673639825 -0.00015335939820210673
leaf_weight=8627.0228450298309 85.757109880447388 37.74268364906311 67.99584698677063 44.496834635734558 27.845650672912598 46.716992497444153 39.040117383003235 63.649208664894104 316.76125478744507 37.836361050605774 165.13477838039398
leaf_count=4271 53 34 37 32 17 34 19 25 156 26 76
internal_value=0 0.000102832 0.000134689 -0.000129113 -0.000686044 0.000208612 0.00025711 0.000675902 0.000178794 0.000197164 0.000101607
internal_weight=0 932.977 895.234 195.936 72.3425 699.298 652.581 102.689 549.892 123.593 481.896
internal_count=4780 509 475 128 49 347 313 44 269 79 232
is_linear=0
shrinkage=0.06


Tree=1419
num_leaves=12
num_cat=0
split_feature=51 79 87 9 51 148 25 58 7 132 146
split_gain=0.00296346 0.00427081 0.00751344 0.00317662 0.00529669 0.0111061 0.0155491 0.0205075 0.0142563 0.018211 0.0153486
threshold=0.045367386192083366 0.0038949446752667431 0.0011615398107096555 0.0020932231564074759 0.0038949446752667431 0.013032016810029747 0.0010585968848317864 0.0062037324532866487 0.0020292587578296666 0.00080172589514404546 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 7 -6 -8 10 -10
right_child=1 -3 -4 -5 5 -7 8 -9 9 -11 -12
leaf_value=1.4174986765498554e-05 -0.00058007090416004417 0.00079870392194414852 0.00050584710753927688 9.9208729532850596e-05 0.00052734534079100471 -0.00027683920084514306 -0.00030806767709538961 -0.00024979718862024221 9.4871275721848192e-05 0.00030772401371247885 -0.0017111135252351663
leaf_weight=6053.719384431839 38.852762579917908 39.962841510772705 55.691301345825195 963.51103413105011 356.08240437507629 781.89837670326233 657.66321384906769 186.0389232635498 35.616203188896179 358.77094924449921 32.192288994789124
leaf_count=2923 35 36 34 488 151 478 358 111 24 113 29
internal_value=0 0.000279517 5.94491e-05 -4.01162e-06 -1.57657e-05 -9.10259e-05 -1.6819e-06 0.000260658 -0.000132864 0.00013726 -0.000763783
internal_weight=0 134.507 94.5441 9425.49 8461.98 2408.26 1626.36 542.121 1084.24 426.579 67.8085
internal_count=4780 105 69 4675 4187 1264 786 262 524 166 53
is_linear=0
shrinkage=0.06


Tree=1420
num_leaves=12
num_cat=0
split_feature=82 85 78 146 146 25 53 63 28 19 117
split_gain=0.00279518 0.00824024 0.00661989 0.0179198 0.026292 0.0215111 0.0290004 0.0225026 0.0379065 0.0213787 0.02585
threshold=0.002945306478068233 0.0034400182776153092 0.0092791137285530585 0.00899649551138282 0.0041444667149335155 0.0095705352723598498 0.00017767510871635753 0.0079489401541650313 0.0034400182776153092 0.00017767510871635753 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -5 8 -8 -6 -11
right_child=1 -3 3 5 9 -7 7 -9 -10 10 -12
leaf_value=2.8606841587268529e-05 6.0634912603508839e-06 0.00030856350877444643 -0.00018911824069888685 -0.0021033117718170114 0.0010628575426019089 3.2762356004486323e-05 -0.00044580158497511659 4.9437918182858007e-05 -0.002190860897581243 0.00063471060508931277 -9.5142102188580817e-05
leaf_weight=4361.0176479816437 1891.565120100975 391.13654315471649 998.86025500297546 38.946439981460571 105.09683871269226 433.42726981639862 279.66026306152344 226.56382918357849 53.283788681030273 263.85217571258545 516.58951222896576
leaf_count=2150 1130 223 439 27 30 156 163 99 48 76 239
internal_value=0 5.79075e-05 -1.81895e-05 -8.81674e-05 2.18955e-05 -0.000289144 -0.00052225 -0.000411839 -0.000725652 0.000259907 0.000151657
internal_weight=0 2282.7 7277.3 2916.28 1884.4 1031.88 598.454 559.508 332.944 885.539 780.442
internal_count=4780 1353 3427 1277 784 493 337 310 211 345 315
is_linear=0
shrinkage=0.06


Tree=1421
num_leaves=12
num_cat=0
split_feature=122 60 27 39 99 138 83 20 145 2 101
split_gain=0.00312098 0.00808605 0.00874656 0.00739825 0.00395718 0.00453227 0.00650282 0.00431676 0.00396615 0.0180838 0.0175052
threshold=0.007706565549597145 0.00017767510871635753 0.0060143163427710542 0.00244467705488205 0.023343417793512348 0.00064626874518580746 0.0054799309000372895 0.0010263677686452868 0.010500331409275534 0.00047558375808876013 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 8 -6 -7 -8 -1 -10 -11
right_child=1 2 -4 -5 5 6 7 -9 9 10 -12
leaf_value=-3.5669204025948155e-05 0.00066357267762022411 -0.00034498498660752376 -0.00067807564701368654 0.00040593231487429652 2.6392362287612593e-05 6.5649222766926536e-05 0.0010456134688040302 0.00025334925011679239 0.00028342474144241539 -8.6147300361558989e-05 -0.0014404030223173847
leaf_weight=7200.861829161644 90.478457808494568 67.99584698677063 53.471143484115601 154.12766647338867 515.01104629039764 130.34762191772461 57.817781805992126 43.386755704879761 696.15531671047211 513.61993515491486 36.726282119750977
leaf_count=3536 33 37 32 58 278 77 44 31 328 301 25
internal_value=0 0.00017176 1.0115e-05 0.000176012 -6.8611e-06 0.00012554 0.000345953 0.000706552 -1.85638e-05 8.02467e-05 -0.000176766
internal_weight=0 366.073 275.595 222.124 9193.93 746.563 231.552 101.205 8447.36 1246.5 550.346
internal_count=4780 160 127 95 4620 430 152 75 4190 654 326
is_linear=0
shrinkage=0.06


Tree=1422
num_leaves=12
num_cat=0
split_feature=43 29 87 148 0 52 72 60 88 80 128
split_gain=0.00295801 0.00784131 0.00583927 0.00440034 0.00450604 0.00645066 0.00554373 0.00553532 0.00439131 0.0144622 0.0182281
threshold=0.040252277627587325 0.015675474889576439 0.0030382014811038975 0.017188700847327713 0.0013146653072908523 0.0020292587578296666 0.00017767510871635753 0.0019672545604407792 0.00039601318712811922 0.01884530205279589 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 6 -6 -2 -8 -1 -10 -11
right_child=1 -3 -4 -5 5 -7 7 -9 9 10 -12
leaf_value=-6.0873356202809949e-05 0.00061942751869491382 -0.0004189178104876961 -0.00048448910651562326 -0.00023082836394921157 0.00018870579475029734 0.0011237832814669333 0.00028963368440052683 -0.00065613096382156877 -4.4362013177413372e-08 0.00060473367029470384 -0.00043838955797483118
leaf_weight=3430.5279495716095 76.782801032066345 71.419761180877686 33.396045327186584 41.166597843170166 45.606913566589355 63.649208664894104 59.115215539932251 35.616203188896179 5335.2547618150711 291.51047158241272 75.953754305839539
leaf_count=1716 53 32 22 29 33 25 29 24 2680 109 28
internal_value=0 0.000154363 0.000269674 0.000348033 0.000432958 0.000733982 0.000240886 -6.62627e-05 -7.23339e-06 2.50348e-05 0.000389063
internal_weight=0 426.753 355.333 321.937 280.77 109.256 171.514 94.7314 9133.25 5702.72 367.464
internal_count=4780 247 215 193 164 58 106 53 4533 2817 137
is_linear=0
shrinkage=0.06


Tree=1423
num_leaves=12
num_cat=0
split_feature=51 129 34 31 127 128 124 88 10 34 127
split_gain=0.00294973 0.0040149 0.00475099 0.00375545 0.00660636 0.0126856 0.0116476 0.0148153 0.0143686 0.0145907 0.0119553
threshold=0.027182282879948619 0.013860232196748258 0.017724351026117805 0.010500331409275534 0.0066005610860884198 0.00080172589514404546 0.0015349716995842757 0.0012745757703669371 0.007706565549597145 0.00077738583786413084 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 8 -8 9 -5 -11
right_child=1 -3 -4 4 5 -7 7 -9 -10 10 -12
leaf_value=-1.9260935693421381e-05 0.00036213516398514944 -0.000450051988562299 -0.00015044713755462736 0.00043115559130305937 0.00073338606746626515 -0.00021883217618017735 0.00068924024537931011 -4.1928440809588696e-05 0.00050354124784400035 -0.00033120602446009152 -0.0016219362196813892
leaf_weight=8301.3809587955475 249.68813192844391 34.506124258041382 87.977267742156982 31.269564867019653 141.9167982339859 77.986557364463806 140.71304190158844 342.19939279556274 47.82707142829895 46.810669898986816 57.724104404449463
leaf_count=4107 136 23 55 12 47 46 54 187 35 26 52
internal_value=0 0.000165555 0.000228579 -6.72543e-06 0.000110656 0.000395745 1.65549e-05 0.000171221 -0.000390057 -0.0007049 -0.00104482
internal_weight=0 372.172 337.665 9187.83 886.447 219.903 666.544 482.912 183.631 135.804 104.535
internal_count=4780 214 191 4566 459 93 366 241 125 90 78
is_linear=0
shrinkage=0.06


Tree=1424
num_leaves=12
num_cat=0
split_feature=67 75 52 95 26 47 116 88 51 86 93
split_gain=0.00294891 0.00550017 0.00817423 0.024436 0.00576657 0.00493008 0.00548259 0.00495528 0.00408666 0.00429226 0.0040627
threshold=0.0044099434744566688 0.0013146653072908523 0.0042751494329422721 0.0016846025246195497 0.00017767510871635753 0.0005375427135732026 0.00070876078098081063 0.014293605927377941 0.0022975050378590827 0.00087947337306104611 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 4 -4 5 -3 7 -7 -8 -10 -1
right_child=1 2 3 -5 -6 6 8 -9 9 -11 -12
leaf_value=-2.7319223001432784e-05 0.00050072840007317823 0.0003464195359939383 -0.0014814143641218409 0.00037248517998354194 0.00048713120343861857 -0.0012755278022492235 0.00021271817060190134 -0.0001159651170236547 -0.00076898506014420605 1.7970001585617097e-05 8.6483857902983102e-05
leaf_weight=7435.9315801858902 111.75731229782104 128.50217366218567 45.606913566589355 58.098814010620117 129.61225259304047 24.421736478805542 157.64525806903839 28.955729603767395 38.946439981460571 69.105925917625427 1331.4155472517014
leaf_count=3675 36 43 33 20 44 22 45 18 27 38 779
internal_value=0 0.000110804 4.674e-05 -0.00044345 0.000134876 3.27814e-05 -9.36001e-05 -0.000647892 1.79565e-05 -0.000266129 -1.00362e-05
internal_weight=0 792.653 680.895 103.706 577.19 447.577 319.075 53.3775 265.698 108.052 8767.35
internal_count=4780 326 290 53 237 193 150 40 110 65 4454
is_linear=0
shrinkage=0.06


Tree=1425
num_leaves=12
num_cat=0
split_feature=99 52 115 5 23 94 100 43 148 10 71
split_gain=0.00306739 0.00517577 0.0102112 0.00579995 0.00653571 0.00487815 0.00485031 0.00695489 0.0110138 0.00460086 0.0142015
threshold=0.017188700847327713 0.012636432424187662 0.00085274505545385193 0.00066645268816500913 0.00093549740267917525 0.028884131461381916 0.0068083447404205808 0.00064626874518580746 0.0038949446752667431 0.0023699469165876512 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 5 -5 -2 7 8 -6 10 -1
right_child=1 2 -4 4 6 -7 -8 -9 -10 -11 -12
leaf_value=0.00014427938023673338 0.00035677114956185664 4.8326544109084209e-05 -0.0010641165877145978 -0.00080594001574457264 0.00022004080113757882 -0.00018831777582499785 -0.00039125833266201367 0.00040161653086825846 -0.00095457899664587724 2.2669522525495805e-05 -0.00014231779789963321
leaf_weight=839.19624376296997 445.07607364654541 125.07825946807861 38.852762579917908 34.599801659584045 84.64703094959259 68.089524388313293 71.138728976249695 177.43932402133942 43.386755704879761 5223.5630271434784 2408.9321513175964
leaf_count=279 215 48 35 15 52 29 56 79 31 2830 1111
internal_value=0 9.48028e-05 -0.000215818 0.000149906 -1.79905e-05 0.000284423 5.45941e-05 0.000158518 -0.000178436 -1.21978e-05 -6.82695e-05
internal_weight=0 1088.31 163.931 924.377 411.212 513.166 376.612 305.473 128.034 8471.69 3248.13
internal_count=4780 560 83 477 233 244 218 162 83 4220 1390
is_linear=0
shrinkage=0.06


Tree=1426
num_leaves=12
num_cat=0
split_feature=138 129 18 78 125 9 148 104 105 41 77
split_gain=0.00287929 0.00743465 0.00706059 0.0102195 0.00514777 0.0033371 0.00499472 0.00728443 0.00521255 0.00614798 0.00960082
threshold=0.035692447796463973 0.00244467705488205 0.0012357163941487672 0.014293605927377941 0.0022975050378590827 0.0020932231564074759 0.027182282879948619 0.0079489401541650313 0.0013146653072908523 0.00046126570669002836 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 -1 7 8 -7 10 -10
right_child=1 2 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-1.7884666992580054e-05 0.00070637943504257773 -0.00014371746075783224 0.00027416332160295733 -0.0013852362485412011 0.00052842543903536667 0.00025134012996828138 0.00037169380655528315 0.00056519087870106376 0.00039642657475779281 0.0001658573882452813 -0.00044260165117531168
leaf_weight=8337.7325313091278 73.63991904258728 79.190313696861267 25.625492811203003 27.751973271369934 84.928063154220581 168.37133777141571 195.10690951347351 81.410471558570862 60.225294470787048 161.99189639091492 264.02548062801361
leaf_count=4164 34 39 15 25 28 87 103 41 30 57 157
internal_value=0 0.000185744 9.22358e-06 -0.000589568 0.000204213 -5.85322e-06 0.000101872 3.03059e-05 -3.62908e-05 -0.00013592 -0.000286689
internal_weight=0 291.136 217.496 53.3775 164.118 9268.86 931.131 736.024 654.614 486.243 324.251
internal_count=4780 141 107 40 67 4639 475 372 331 244 187
is_linear=0
shrinkage=0.06


Tree=1427
num_leaves=12
num_cat=0
split_feature=116 28 19 69 142 60 47 108 10 32 45
split_gain=0.00299282 0.00733914 0.00586224 0.00766453 0.00947135 0.00604126 0.00902592 0.00581175 0.00660825 0.00965026 0.00821911
threshold=0.012636432424187662 0.0092791137285530585 0.0011615398107096555 0.0017376682371832433 0.0044099434744566688 0.00017767510871635753 0.057509137317538268 0.013032016810029747 0.004017772153019906 0.00038414125447161501 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 8 -4 -10 -11
right_child=1 -3 7 4 -6 -7 -8 -9 9 10 -12
leaf_value=-1.3125575498575245e-05 -0.00090988237746264283 -0.0005199719617306009 -7.454017609014668e-06 -5.1386517663211849e-05 -0.0012901286015345504 0.00036533438658974116 0.00025444380535864119 -0.00015151687779253829 0.00086797174387631855 0.00048131137686655234 -6.4177185753805071e-05
leaf_weight=8294.8937901258469 43.293078303337097 67.99584698677063 221.93615865707397 53.658498287200928 37.836361050605774 124.06185793876648 53.471143484115601 142.55849015712738 115.1812264919281 230.08142077922821 175.03181135654449
leaf_count=4182 39 37 111 16 26 39 32 88 31 86 93
internal_value=0 8.59431e-05 0.0001204 -0.000103055 -0.000564499 8.83049e-05 -0.000266886 0.000199279 0.000266667 0.000383575 0.000245672
internal_weight=0 1265.11 1197.11 312.321 91.4949 220.826 96.7642 884.789 742.231 520.294 405.113
internal_count=4780 598 561 152 42 110 71 409 321 210 179
is_linear=0
shrinkage=0.06


Tree=1428
num_leaves=12
num_cat=0
split_feature=99 31 99 51 124 7 137 93 148 142 104
split_gain=0.00285212 0.00482206 0.00778213 0.0123066 0.0168808 0.0198636 0.0197618 0.0187349 0.0269646 0.0188911 0.0140523
threshold=0.017188700847327713 0.010500331409275534 0.00050559637020342063 0.0015833032084628942 0.016668972559273246 0.0010918468469753864 0.0058306583669036635 0.0084566329605877417 0.00899649551138282 0.0017376682371832433 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 10 -10 -7
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=5.7387394580332517e-05 9.1416531969215132e-05 0.00012157337978598841 -0.00012238570674359079 8.8747862380160237e-07 0.00027128859968257059 -0.0024530547491696578 0.00029566167623131873 3.6390524971974497e-05 0.00021498767093701258 -0.00096279949526094138 -0.0011242809734309386
leaf_weight=2586.544780254364 1088.3082613945007 875.44008898735046 1097.5636024475098 3169.645350933075 243.30869054794312 48.843472957611084 78.36126697063446 88.070945143699646 75.953754305839539 138.02449703216553 69.934972643852234
leaf_count=1271 560 441 536 1578 106 44 14 47 28 92 63
internal_value=0 -1.1761e-05 -2.71287e-05 -7.07653e-05 -0.000194186 -0.000265126 -0.000578881 -0.000741759 -0.000947662 -0.000544827 -0.0016723
internal_weight=0 8471.69 7596.25 5009.71 1840.06 1596.75 499.189 420.828 332.757 213.978 118.778
internal_count=4780 4220 3779 2508 930 824 288 274 227 120 107
is_linear=0
shrinkage=0.06


Tree=1429
num_leaves=12
num_cat=0
split_feature=95 58 96 37 53 25 86 33 86 64 72
split_gain=0.00287693 0.00600341 0.00479937 0.00851788 0.0165642 0.0136528 0.00523549 0.00839174 0.00438228 0.0141307 0.0160845
threshold=0.020658296532928947 0.00017767510871635753 0.0062037324532866487 0.00038414125447161501 0.013032016810029747 0.0068083447404205808 0.00017767510871635753 0.0020932231564074759 0.00017767510871635753 0.00038414125447161501 0.019431582652032379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 -3 -5 -8 9 10 -1
right_child=1 2 -4 6 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00011206631140070799 0.00070012757618515453 -0.0018567130388598022 0.00037323296554025092 0.00029062858586756618 0.00049403843789200751 -7.4172009531366575e-05 -0.00089587537153509921 0.00019868461680684849 3.3322544232873899e-05 0.00044236978450337694 0.00028000492092953905
leaf_weight=3852.1705884933472 59.115215539932251 36.632604718208313 136.17904877662659 208.61521148681641 36.726282119750977 26.7355717420578 41.166597843170166 64.759287595748901 4480.6532400846481 199.82825744152069 417.41777777671814
leaf_count=2112 29 33 58 99 25 16 29 26 2088 83 182
internal_value=0 0.000126057 6.43303e-05 -3.71884e-05 -0.000518978 -0.00110595 0.000116245 -0.000227144 -8.60882e-06 -5.06454e-05 -7.37297e-05
internal_weight=0 609.93 550.815 414.636 100.094 63.3682 314.541 105.926 8950.07 4469.42 4269.59
internal_count=4780 315 286 228 74 49 154 55 4465 2377 2294
is_linear=0
shrinkage=0.06


Tree=1430
num_leaves=12
num_cat=0
split_feature=98 52 17 58 21 147 10 23 71 143 23
split_gain=0.00282576 0.00699021 0.0078277 0.00771055 0.00693699 0.00688699 0.00668724 0.00495706 0.00494287 0.00520257 0.00553802
threshold=0.049604203552007682 0.012636432424187662 0.0046923852059990176 0.017188700847327713 0.00087947337306104611 0.0022975050378590827 0.0026833302108570938 0.02636832278221846 0.055838862434029586 0.0038949446752667431 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 8 -6 10 -10
right_child=1 2 -4 -5 7 -7 -8 -9 9 -11 -12
leaf_value=-9.2973731849511598e-06 0.0004160728914333389 -0.001095485577099239 0.00016823297615291147 1.0710366077100722e-05 0.00021034004978170897 -0.00021316187067987777 0.0012277894397100663 0.00043992406954782823 -0.00084117452226593729 -0.0010197421131666181 0.0002093361989223463
leaf_weight=8843.9566235542297 152.73655533790588 50.140906691551208 101.86027932167053 41.353952646255493 86.960866212844849 44.590512037277222 48.014426231384277 74.843675374984741 26.641894340515137 33.302367925643921 55.597623944282532
leaf_count=4426 81 29 19 13 46 24 19 27 24 30 42
internal_value=0 0.000114618 -0.000193539 -0.00059604 0.000228629 0.000460962 0.000610729 2.30136e-05 -0.000131215 -0.000388241 -0.00013159
internal_weight=0 716.043 193.355 91.4949 522.688 245.341 200.751 277.346 202.503 115.542 82.2395
internal_count=4780 354 61 42 293 124 100 169 142 96 66
is_linear=0
shrinkage=0.06


Tree=1431
num_leaves=12
num_cat=0
split_feature=37 104 15 33 115 110 95 146 33 65 103
split_gain=0.0029675 0.00965249 0.0169972 0.0232926 0.019931 0.0222318 0.0210049 0.0316791 0.0126708 0.0167364 0.0141671
threshold=0.0023699469165876512 0.0015833032084628942 0.0014881226234138014 0.0046923852059990176 0.00017767510871635753 0.0035485138650983576 0.014740333426743748 0.0015349716995842757 0.0062037324532866487 0.00017767510871635753 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 10 -10 -3
right_child=1 8 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-1.8070804222925727e-05 0.0001811902720978617 0.00033005975457312941 -0.0022228796456210775 0.00024767601637636891 3.5995133127388037e-05 0.00035911763934799712 0.0004128711698734277 -0.0019118623249419315 0.00050063873601746266 -0.00054141591287512939 -0.00031069324041531641
leaf_weight=7400.7697141170502 386.24189031124115 962.04029548168182 27.751973271369934 141.82312083244324 45.700590968132019 71.513438582420349 34.599801659584045 87.696235537528992 80.300392627716064 179.00374007225037 142.55849015712738
leaf_count=3708 162 422 25 55 25 24 15 79 40 137 88
internal_value=0 6.18719e-05 -0.000104247 -0.000373724 -0.00070344 -0.000526528 -0.000903523 -0.00124502 0.000158741 -0.000218647 0.000247344
internal_weight=0 2159.23 795.327 409.085 267.262 239.51 167.997 133.397 1363.9 259.304 1104.6
internal_count=4780 1072 385 223 168 143 119 104 687 177 510
is_linear=0
shrinkage=0.06


Tree=1432
num_leaves=12
num_cat=0
split_feature=34 108 45 33 44 31 133 129 129 24 125
split_gain=0.00291565 0.00518624 0.00772181 0.00732549 0.00660481 0.00886865 0.00634432 0.00633114 0.00747958 0.00800297 0.0060633
threshold=0.02636832278221846 0.00017767510871635753 0.0087224207818508166 0.00017767510871635753 0.0098710241727530974 0.00017767510871635753 0.0054799309000372895 0.0018488886416889729 0.00066645268816500913 0.004017772153019906 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -7 8 10 -10 -5
right_child=1 2 3 7 -6 6 -8 -9 9 -11 -12
leaf_value=-1.1498243256998323e-05 -0.00052005141583586639 0.0001684190944320469 0.00069172738376989873 -0.00070043263982310429 -6.7789306171866923e-05 0.00130743935515763 0.00046680854050301402 0.00020448082493819484 -0.00025804553502583444 -0.0016674165106517808 2.4399972348891309e-05
leaf_weight=8535.0595986843109 46.90434730052948 146.35711395740509 49.030827760696411 49.953551888465881 105.8322080373764 59.208892941474915 71.419761180877686 191.77667272090912 35.616203188896179 24.421736478805542 244.41876947879791
leaf_count=4269 18 51 28 45 63 21 32 100 24 22 107
internal_value=0 9.55984e-05 0.000125174 -1.004e-05 0.000335356 0.000489361 0.000848542 -7.31523e-05 -0.000223399 -0.000833157 -9.87967e-05
internal_weight=0 1024.94 978.036 595.218 382.818 276.986 130.629 546.187 354.41 60.0379 294.372
internal_count=4780 511 493 326 167 104 53 298 198 46 152
is_linear=0
shrinkage=0.06


Tree=1433
num_leaves=12
num_cat=0
split_feature=112 127 112 110 145 145 20 109 6 146 23
split_gain=0.00304479 0.003498 0.00486623 0.00365794 0.00494052 0.00329862 0.00915831 0.0124928 0.0170377 0.0199629 0.017755
threshold=0.0079489401541650313 0.001792412775103003 0.034632634371519096 0.0025217677466571335 0.00044738779251929378 0.00044738779251929378 0.00043393640953581786 0.0051502294372767219 0.00017767510871635753 0.00055427959887310873 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 -1 7 8 9 -7 -11
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=7.0604718142476642e-05 0.00032830216729301444 0.00019949819052005394 0.0010222936422551265 -0.00081042102729335938 1.8537825897376122e-05 0.00023019528317218417 3.5829277120192474e-05 6.9155636808341833e-07 0.00019455039155277183 -0.00060714232320942642 -3.292037566437827e-05
leaf_weight=1611.8533293008804 100.18813598155975 103.70572757720947 34.412446856498718 31.082210063934326 152.26816833019257 188.44643592834473 4143.6951099634171 1965.5141711235046 271.24801862239838 687.63534498214722 269.95058488845825
leaf_count=684 66 53 31 28 121 97 2124 946 115 385 130
internal_value=0 0.000157602 0.000405091 3.69437e-05 -0.000122355 -7.28899e-06 -2.39712e-05 -9.72217e-05 -0.000233 -0.000334203 -0.000445285
internal_weight=0 421.657 138.118 283.539 183.35 9138.34 7526.49 3382.79 1417.28 1146.03 957.586
internal_count=4780 299 84 215 149 4481 3797 1673 727 612 515
is_linear=0
shrinkage=0.06


Tree=1434
num_leaves=12
num_cat=0
split_feature=125 47 83 61 20 1 19 34 4 77 125
split_gain=0.00289889 0.0123837 0.0185598 0.0106847 0.010309 0.016965 0.0237732 0.0258809 0.0139105 0.016364 0.011972
threshold=0.0041444667149335155 0.040252277627587325 0.057509137317538268 0.010500331409275534 0.00043393640953581786 0.012252715881913902 0.0019672545604407792 0.010180860292166473 0.0041444667149335155 0.00068727668258361529 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 10 8 -8 9 -7 -1
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-4.2561940530995e-05 4.8499679984647317e-06 -0.00088946449596484837 0.00078332463434367509 0.00049622201333029547 4.9615165031863357e-05 -1.8783542207262923e-05 -0.0026965583118268794 -0.00017876871799701988 0.00052794225104118523 -0.0014805271122256115 -0.00082411683279967716
leaf_weight=2714.2975347042084 2901.8352963924408 50.047229290008545 122.95177900791168 168.46501517295837 3299.2435536384583 67.07312285900116 34.412446856498718 25.625492811203003 56.98873507976532 46.716992497444153 72.342485308647156
leaf_count=1378 1361 37 38 79 1719 20 31 15 19 34 49
internal_value=0 4.60952e-05 6.07855e-05 3.18265e-05 -2.36882e-05 -0.000103836 -0.00059805 -0.001624 -0.000236636 -0.000619681 -6.28803e-05
internal_weight=0 3243.3 3193.25 3070.3 6316.7 3017.46 230.817 60.0379 170.779 113.79 2786.64
internal_count=4780 1515 1478 1440 3265 1546 119 46 73 54 1427
is_linear=0
shrinkage=0.06


Tree=1435
num_leaves=12
num_cat=0
split_feature=34 105 133 9 32 91 131 143 78 30 133
split_gain=0.00287934 0.00977452 0.00800274 0.00929737 0.0184254 0.0135223 0.0096397 0.017502 0.0160517 0.0274825 0.0413387
threshold=0.00077738583786413084 0.0092791137285530585 0.012252715881913902 0.00017767510871635753 0.00038414125447161501 0.00017767510871635753 0.0011261500185355546 0.013032016810029747 0.0026833302108570938 0.0031340263085439806 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 8 -1 10 -10
right_child=-2 -3 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-6.5507173245533284e-05 -1.4142666785286368e-05 -0.00076620880509161414 0.00055881098737144055 0.00097882146801336022 -0.00095975648653290292 0.00025678510766719004 0.00025048828635308219 0.00034312994870360088 -0.0033994716638942762 -0.00025835288056280328 -0.00037714840315721909
leaf_weight=307.41223633289337 8073.8803555965424 47.82707142829895 127.29841732978821 108.23972070217133 41.166597843170166 161.99189639091492 308.25533294677734 186.78834247589111 29.972131133079529 131.55137825012207 35.616203188896179
leaf_count=188 4088 35 50 49 29 57 116 47 27 70 24
internal_value=0 7.67327e-05 0.000104814 6.06914e-05 0.000346911 9.92283e-06 -2.84987e-05 -0.000152912 -0.000336581 -0.000759037 -0.00176134
internal_weight=0 1486.12 1438.29 1310.99 311.398 203.158 999.596 691.34 504.552 197.14 65.5883
internal_count=4780 692 657 607 135 86 472 356 309 121 51
is_linear=0
shrinkage=0.06


Tree=1436
num_leaves=12
num_cat=0
split_feature=63 118 115 45 55 127 127 82 61 4 101
split_gain=0.00308127 0.00806482 0.0154925 0.0119751 0.00661634 0.0112072 0.0201975 0.00610072 0.00896296 0.00597333 0.0107592
threshold=0.00042089859198313212 0.048151826485991485 0.00899649551138282 0.0016846025246195497 0.00044738779251929378 0.0042751494329422721 0.0098710241727530974 0.00055427959887310873 0.0016846025246195497 0.0026012937305495147 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 9 -7 8 -6 -1 -11
right_child=-2 2 -4 -5 7 6 -8 -9 -10 10 -12
leaf_value=0.00015033183804045566 -1.725891339170791e-05 -0.0018719554683830305 0.00025473367941551174 -0.00020852268860766226 -0.00017469690648601893 -0.0013777773275877123 0.00010519437473626907 0.00018801372099544889 -0.001265109335480149 -0.0002101950734184379 0.00077955782966417076
leaf_weight=1203.943825006485 7610.1343448162079 32.192288994789124 64.852964997291565 30.159485936164856 127.20473992824554 46.716992497444153 112.49268162250519 100.28181338310242 34.412446856498718 54.581222414970398 143.0268771648407
leaf_count=648 3743 29 18 11 58 34 69 58 31 33 48
internal_value=0 6.72763e-05 -0.000394438 -0.00106898 9.95195e-05 0.000146348 -0.000330547 -0.000179499 -0.000407512 0.000200541 0.000506211
internal_weight=0 1949.87 127.205 62.3518 1822.66 1560.76 159.21 261.899 161.617 1401.55 197.608
internal_count=4780 1037 58 40 979 832 103 147 89 729 81
is_linear=0
shrinkage=0.06


Tree=1437
num_leaves=12
num_cat=0
split_feature=4 2 75 141 78 22 68 45 142 112 51
split_gain=0.00314096 0.00966295 0.00870122 0.0130976 0.0175026 0.0273314 0.0215137 0.0234398 0.0206286 0.028679 0.0160212
threshold=0.0005375427135732026 0.15407856553792956 0.0010918468469753864 0.00017767510871635753 0.0049928687512874612 0.00037263428384903824 0.004017772153019906 0.010180860292166473 0.018276390619575981 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 10 6 8 -8 9 -6 -5
right_child=2 -3 -4 4 5 -7 7 -9 -10 -11 -12
leaf_value=3.6557007081454369e-05 -0.00063000566391672801 0.0010127430868886356 2.9666630338130169e-05 0.00034332105647336277 -0.0023105703199913282 6.1161452501229608e-05 -0.0028078855486016966 -0.00039274644588622673 9.1271547241578103e-05 -0.00016631398950550308 -8.949117238884742e-05
leaf_weight=3246.2267472743988 165.96382510662079 36.81995952129364 3931.8573889732361 404.47154021263123 42.1829993724823 240.07213115692139 35.522525787353516 24.421736478805542 96.216207265853882 47.920748829841614 1288.3238736391068
leaf_count=1744 101 17 1917 138 38 95 32 22 22 27 627
internal_value=0 4.75356e-05 -2.48902e-05 -0.000116359 -7.72123e-05 -0.000394417 -0.000838386 -0.00182623 -0.000519759 -0.00117162 1.39379e-05
internal_weight=0 3283.05 6276.95 2345.1 2179.13 486.336 246.264 59.9443 186.32 90.1037 1692.8
internal_count=4780 1761 3019 1102 1001 236 141 54 87 65 765
is_linear=0
shrinkage=0.06


Tree=1438
num_leaves=12
num_cat=0
split_feature=19 149 141 45 81 29 5 144 46 38 67
split_gain=0.00282819 0.00530423 0.00936789 0.00385814 0.00913796 0.0167457 0.0226376 0.0172535 0.0324688 0.0170353 0.0117631
threshold=0.086341444402933135 0.00070876078098081063 0.0066005610860884198 0.0035485138650983576 0.013860232196748258 0.011519505176693203 0.0011261500185355546 0.0062037324532866487 0.0070226341485977182 0.00093549740267917525 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 7 -7 9 -9 -6 -11
right_child=1 2 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=-8.0118972898284983e-06 0.00053013991351117729 0.00025380096842646195 -0.00078701454193080378 3.6986304090932862e-05 0.00014180196318123954 -0.0018530050123907764 5.739457737602328e-05 -0.0022604827910116931 0.00020615302055041322 -0.0013028324453413305 3.2875117423514806e-05
leaf_weight=4367.7858488559723 102.78300344944 117.21402955055237 42.276676774024963 4210.0047637224197 455.8162032365799 50.047229290008545 40.243873715400696 36.632604718208313 40.243873715400696 55.597623944282532 41.353952646255493
leaf_count=2051 36 49 30 2305 160 37 12 33 12 42 13
internal_value=0 0.000194249 -2.24114e-05 -5.50181e-06 -4.06601e-05 -0.000238705 -0.00100239 -0.00012905 -0.000970639 -1.1851e-05 -0.00073365
internal_weight=0 262.274 159.491 9297.73 5087.72 719.935 90.2911 629.644 76.8765 552.768 96.9516
internal_count=4780 115 79 4665 2360 309 49 260 45 215 55
is_linear=0
shrinkage=0.06


Tree=1439
num_leaves=12
num_cat=0
split_feature=99 145 2 46 150 135 73 117 136 92 124
split_gain=0.00300807 0.00431453 0.00749965 0.00671421 0.00854623 0.0185124 0.00737203 0.0069023 0.00607901 0.00833638 0.00851197
threshold=0.017188700847327713 0.015675474889576439 0.00017767510871635753 0.0081988852471113222 0.0041444667149335155 0.0015833032084628942 0.0014427106943912806 0.0049928687512874612 0.00017767510871635753 0.00055427959887310873 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 -4 -6 -5 9 10 -3
right_child=-2 2 3 7 6 -7 -8 -9 -10 -11 -12
leaf_value=-2.5701076358626443e-05 9.3875728756720542e-05 -0.0007846419450860746 6.7834714904405804e-05 8.0147133992534099e-05 0.00010863039646446008 -0.0013890074480480401 0.00089757354503121887 -0.0011541088043704687 -0.00028144654250402562 0.00067257493416170513 0.00056897812843937821
leaf_weight=7693.7649742364883 1088.3082613945007 33.302367925643921 160.31975305080414 30.065808534622192 151.81383121013641 38.946439981460571 59.208892941474915 35.522525787353516 45.606913566589355 189.74386966228485 33.396045327186584
leaf_count=3786 560 30 104 19 64 27 21 32 33 82 22
internal_value=0 -1.20851e-05 0.000122564 -2.58663e-05 6.42873e-05 -0.000217458 0.000330313 -0.000589063 0.000356346 0.00046984 -0.000107044
internal_weight=0 8471.69 777.926 475.877 410.289 199.266 211.023 65.5883 302.049 256.442 66.6984
internal_count=4780 4220 434 267 216 131 85 51 167 134 52
is_linear=0
shrinkage=0.06


Tree=1440
num_leaves=12
num_cat=0
split_feature=51 92 146 10 86 29 114 116 86 35 43
split_gain=0.00294161 0.00376943 0.00513933 0.00392704 0.00358512 0.00564565 0.0042737 0.00327695 0.00702959 0.00836933 0.00798303
threshold=0.027182282879948619 0.028020657598972324 0.0072436286136507997 0.007706565549597145 0.00017767510871635753 0.0046923852059990176 0.00068727668258361529 0.024810968898236755 0.000490355829242617 0.0081988852471113222 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 6 -6 -2 -1 -9 10 -10
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=-1.5081295459612873e-05 0.00030602681272840556 0.00015649351987707675 -0.0009621890946229216 -0.00016906646268682895 -0.00037996527274236923 0.00043503260544386119 0.0010668787589806752 0.00033625647198265131 -0.00088592561319399534 0.00061971246533239839 1.0756844067239665e-05
leaf_weight=8713.5153242349625 65.869366526603699 40.056518912315369 23.311657547950745 63.368176460266113 46.716992497444153 88.258299946784973 44.590512037277222 283.55256426334381 59.021538138389587 41.353952646255493 90.384780406951904
leaf_count=4357 27 28 21 49 34 31 24 118 37 13 41
internal_value=0 0.000165323 -0.000255911 0.000251818 0.000360509 0.000152877 0.000613855 -6.72045e-06 0.000146846 -0.000134729 -0.000343825
internal_weight=0 372.172 63.3682 308.803 245.435 134.975 110.46 9187.83 474.313 190.76 149.406
internal_count=4780 214 49 165 116 65 51 4566 209 91 78
is_linear=0
shrinkage=0.06


Tree=1441
num_leaves=12
num_cat=0
split_feature=129 146 98 145 125 144 124 84 37 124 118
split_gain=0.00283052 0.0125067 0.0150424 0.0163417 0.0178816 0.0130507 0.0124558 0.0126939 0.00978285 0.0162858 0.0100571
threshold=0.013860232196748258 0.0056525857653468856 0.00066645268816500913 0.0018488886416889729 0.0041444667149335155 0.0017376682371832433 0.0038949446752667431 0.000490355829242617 0.00050559637020342063 0.00899649551138282 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 6 7 -2 9 -7 -11
right_child=1 2 3 -5 -6 8 -8 -9 -10 10 -12
leaf_value=1.3345841406279047e-05 -0.00061688128620085783 -1.5565456340493406e-05 0.00016704441532231564 -0.001686773856310221 -0.0013277953452154963 -0.0013657986274726243 0.00096004530871269915 0.00052778328921650631 7.206401133547327e-05 -0.00057453820778808294 0.00021363572087725223
leaf_weight=8187.8437758684158 58.005136609077454 192.24505972862244 74.843675374984741 51.063630819320679 46.716992497444153 48.937150359153748 92.792293071746826 87.148221015930176 486.99209070205688 111.47628009319305 121.93537747859955
leaf_count=4223 28 60 27 46 34 36 27 30 180 60 29
internal_value=0 -7.97677e-05 -0.000380689 -0.000787069 -0.000408057 2.92621e-05 0.000417504 7.02509e-05 -9.0854e-05 -0.000371779 -0.000162877
internal_weight=0 1372.16 364.869 172.624 121.561 1007.29 237.946 145.153 769.341 282.349 233.412
internal_count=4780 557 167 107 61 390 85 58 305 125 89
is_linear=0
shrinkage=0.06


Tree=1442
num_leaves=12
num_cat=0
split_feature=118 142 110 72 113 98 11 92 51 114 20
split_gain=0.00285054 0.00767364 0.0146503 0.0170736 0.0105022 0.0152192 0.0268551 0.0166794 0.0171284 0.0128005 0.0120878
threshold=0.0054799309000372895 0.0033348383149132137 0.0016846025246195497 0.0095705352723598498 0.0044099434744566688 0.0022975050378590827 0.00747153488919139 0.00244467705488205 0.00066645268816500913 0.0014881226234138014 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 10 8 -3 -10 -7
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-1.5649299566600444e-05 0.00021927683783973164 6.1929954888627001e-05 0.00026363462285992412 -0.0012099815809481799 0.00061648090999396905 -0.00086832342756483049 -0.0023529329356091174 0.0003139655441613569 -0.00041590069078417804 -0.0018403589665271693 0.0005957525694597869
leaf_weight=7787.9202786684036 721.68713212013245 115.1812264919281 378.56501519680023 55.503946542739868 63.742886066436768 48.843472957611084 29.972131133079529 231.472531914711 52.454741954803467 40.056518912315369 34.599801659584045
leaf_count=3984 351 31 147 50 17 44 27 63 23 28 15
internal_value=0 6.86611e-05 -3.48326e-05 -0.000203029 -0.000112165 -0.000196314 -0.000815607 -3.62305e-05 -0.000426486 -0.001034 -0.000261257
internal_weight=0 1772.08 1050.39 671.827 616.323 552.58 113.415 439.165 207.692 92.5113 83.4433
internal_count=4780 796 445 298 248 231 86 145 82 51 59
is_linear=0
shrinkage=0.06


Tree=1443
num_leaves=12
num_cat=0
split_feature=26 58 50 92 11 97 131 86 25 34 27
split_gain=0.00278424 0.00745452 0.0124003 0.0126584 0.0081415 0.00906093 0.0085001 0.00925178 0.00760632 0.00748593 0.00724508
threshold=0.00087947337306104611 0.0013560238294303419 0.0013986918493174019 0.0041444667149335155 0.0010263677686452868 0.0019071503775194289 0.00017767510871635753 0.0017376682371832433 0.0026833302108570938 0.0053125319536775359 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 6 10 -3 -8 -7 -4 -6
right_child=1 4 3 -5 5 8 7 -9 -10 -11 -12
leaf_value=-1.1865671997643979e-05 0.00039905153994737201 0.00027139637105750902 -0.0019400637401988405 -8.62722784104169e-06 0.0002138900915962834 0.00037605558223872097 -0.0012415670734072565 6.6311412174274226e-05 0.0013162375996400555 -0.00064050654551599186 -0.00041550229599136553
leaf_weight=8432.0096129179001 72.623517513275146 61.335373401641846 26.641894340515137 70.309682250022888 557.5687552690506 101.39189231395721 44.403157234191895 34.599801659584045 44.590512037277222 39.962841510772705 74.56264317035675
leaf_count=4160 25 31 24 31 284 59 40 15 24 36 51
internal_value=0 8.85031e-05 -0.000234349 -0.00057037 0.000162177 0.000238042 -0.000258329 -0.000669414 0.00066394 -0.00116246 0.000139597
internal_weight=0 1127.99 209.538 136.914 918.452 778.114 140.338 79.003 145.982 66.6047 632.131
internal_count=4780 620 116 91 504 418 86 55 83 60 335
is_linear=0
shrinkage=0.06


Tree=1444
num_leaves=12
num_cat=0
split_feature=97 28 60 50 133 5 94 47 100 113 46
split_gain=0.00277666 0.00490873 0.00303344 0.0151478 0.0134148 0.0146508 0.0220767 0.0169148 0.0134865 0.0109066 0.0154412
threshold=0.091400381177663817 0.00085274505545385193 0.0070226341485977182 0.00017767510871635753 0.0079489401541650313 0.0011261500185355546 0.0019672545604407792 0.0023699469165876512 0.0037758676335215573 0.0044099434744566688 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 9 7 -7 -6 -9 10 -5
right_child=1 -3 3 4 5 6 -8 8 -10 -11 -12
leaf_value=1.1718013265720948e-05 0.00055604848176821328 -0.00013710894812563387 0.00056612909954647584 -0.00088617519018824732 0.00010109653721239349 0.0012712432267842552 7.0806462050913819e-05 -0.001734409493249124 -0.00010514089727089447 0.00015410967822543991 -0.00022426473501518606
leaf_weight=7741.001881480217 84.928063154220581 64.759287595748901 121.93537747859955 156.16046953201294 192.24505972862244 79.471345901489258 179.75315928459167 38.852762579917908 34.506124258041382 190.94762599468231 675.43852663040161
leaf_count=4063 28 26 29 76 60 15 73 35 23 75 277
internal_value=0 0.000256276 -4.10153e-06 -7.74569e-05 -0.000128206 0.000118371 0.000439177 -0.000194777 -0.00096923 -0.000254762 -0.000348652
internal_weight=0 149.687 9410.31 1669.31 1547.38 524.828 259.225 265.604 73.3589 1022.55 831.599
internal_count=4780 54 4726 663 634 206 88 118 58 428 353
is_linear=0
shrinkage=0.06


Tree=1445
num_leaves=12
num_cat=0
split_feature=17 18 85 138 108 95 72 99 16 31 125
split_gain=0.00282714 0.00863687 0.00831138 0.00295946 0.00697887 0.00812763 0.00805734 0.00327325 0.0072406 0.00533317 0.00658498
threshold=0.19438949227333072 0.00038414125447161501 0.0016331639490090313 0.035692447796463973 0.0068083447404205808 0.00057154725072905432 0.024066280573606495 0.017188700847327713 0.00070876078098081063 0.010500331409275534 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 5 -5 -7 9 -9 -1 -11
right_child=1 2 -4 4 -6 6 -8 8 -10 10 -12
leaf_value=-3.9274431920704183e-05 0.00081848010239740968 -0.00080683096289279504 0.0005455629671543659 0.00039048619270331864 0.00088497409240010977 -0.00097644232258519098 6.5783076064351937e-05 0.00012357731635719875 -0.00060656695099385171 4.1135026607008404e-05 0.00047825242388695459
leaf_weight=7248.3141909837723 57.91145920753479 35.522525787353516 30.159485936164856 128.40849626064301 43.480433106422424 41.072920441627502 75.953754305839539 1022.6262496709824 51.250985622406006 673.29799628257751 152.00118601322174
leaf_count=3603 36 32 11 51 23 37 28 517 30 364 48
internal_value=0 0.000284965 -0.000185961 -3.75647e-06 0.000185279 6.10131e-05 -0.000300529 -9.72894e-06 8.86778e-05 -2.2819e-05 0.00012169
internal_weight=0 123.593 65.682 9436.41 288.916 245.435 117.027 9147.49 1073.88 8073.61 825.299
internal_count=4780 79 43 4701 139 116 65 4562 547 4015 412
is_linear=0
shrinkage=0.06


Tree=1446
num_leaves=12
num_cat=0
split_feature=71 3 34 58 81 40 29 128 53 50 78
split_gain=0.00288626 0.00990344 0.0138053 0.0169944 0.0156869 0.0121765 0.0228207 0.0120768 0.0117759 0.0139893 0.0145211
threshold=0.037906534969806678 0.00038414125447161501 0.0046923852059990176 0.004017772153019906 0.0072436286136507997 0.0017376682371832433 0.015675474889576439 0.0019071503775194289 0.040252277627587325 0.037906534969806678 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 6 -5 -3 9 -2 -11
right_child=1 7 3 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-1.5928829466673238e-05 0.00049510038867320012 0.0005449108543727207 -0.0011230051318427729 -0.00034640003938269081 0.00032311897040120043 -2.9937098450167833e-05 -0.002338390315377561 2.2420965195479668e-05 -0.00086137424403129402 7.5858553898572494e-05 -0.0010869399663370044
leaf_weight=7754.1776235103607 293.44959723949432 289.00928151607513 75.485367298126221 66.604735851287842 154.03398907184601 103.51837277412415 29.972131133079529 354.59761583805084 41.26027524471283 354.59761583805084 43.293078303337097
leaf_count=3800 135 131 68 60 66 69 27 182 21 182 39
internal_value=0 6.82944e-05 -3.62699e-05 -0.000306269 -0.000131907 -0.000482174 -0.000966383 0.000257091 0.000122084 0.000180894 -5.09028e-05
internal_weight=0 1805.82 1162.22 429.615 354.129 200.095 96.5769 643.607 732.601 691.34 397.891
internal_count=4780 980 667 290 222 156 87 313 377 356 221
is_linear=0
shrinkage=0.06


Tree=1447
num_leaves=12
num_cat=0
split_feature=110 18 97 20 70 96 65 135 34 93 95
split_gain=0.00285627 0.00689535 0.00489546 0.00532087 0.00494943 0.00463032 0.00443775 0.00444523 0.00407551 0.00646452 0.011286
threshold=0.015675474889576439 0.0037758676335215573 0.0019071503775194289 0.00090704852482303988 0.0022272822679951791 0.00066645268816500913 0.000490355829242617 0.0020932231564074759 0.00077738583786413084 0.00082683752407319855 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 5 -5 -2 -7 -8 9 -1 -11
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 -12
leaf_value=4.3717476110449859e-06 -0.00029675727344102799 0.00080903282105043001 0.00060443401304057203 -0.00088654707797242637 -3.9076266406377166e-05 0.00041523433902681785 0.00018862957417904231 -0.00056234390756756231 -2.6097292104309732e-05 0.00047580418624013326 -0.0002447148030042745
leaf_weight=1030.0361424684525 80.206715226173401 48.937150359153748 54.581222414970398 41.072920441627502 62.445452332496643 172.8116534948349 90.291103005409241 41.26027524471283 7533.431171298027 298.99999189376831 105.92588543891907
leaf_count=459 48 36 33 37 32 91 49 21 3779 140 55
internal_value=0 0.00012766 6.60767e-05 5.76256e-06 -0.000375858 0.000108558 0.00021543 -4.71568e-05 -8.44449e-06 8.42266e-05 0.000287307
internal_weight=0 591.606 542.669 488.088 103.518 384.57 304.363 131.551 8968.39 1434.96 404.926
internal_count=4780 347 311 278 69 209 161 70 4433 654 195
is_linear=0
shrinkage=0.06


Tree=1448
num_leaves=12
num_cat=0
split_feature=107 53 46 34 128 12 141 65 79 24 89
split_gain=0.00267405 0.00576937 0.00461917 0.00462897 0.00356364 0.0110971 0.0113129 0.01046 0.0102426 0.0306948 0.0157429
threshold=0.048151826485991485 0.12945349514484408 0.0013560238294303419 0.013032016810029747 0.0026012937305495147 0.00062670491752214741 0.064669914543628707 0.000490355829242617 0.00043393640953581786 0.00073092587990686308 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 7 8 -6 9 10 -7
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-3.1017504068823761e-05 -0.00019817102517692153 0.00082337537220861007 -0.00055915452940675907 0.00076933239506188778 3.1141018968025717e-05 -0.0011035861775800229 -0.00090377604907094925 0.00098253601186124246 5.5025148262376203e-06 0.0011703207393437415 0.00038087214368849186
leaf_weight=6132.9752757549286 35.522525787353516 44.496834635734558 34.506124258041382 35.522525787353516 80.394070029258728 46.716992497444153 46.810669898986816 86.131819486618042 2856.0410280227661 103.8930823802948 56.98873507976532
leaf_count=3148 32 32 23 32 32 34 26 21 1344 37 19
internal_value=0 0.000251192 9.42762e-06 0.000285982 -4.02748e-06 4.64847e-05 2.09292e-05 0.000523523 3.50872e-05 0.0004419 -0.00028826
internal_weight=0 150.048 105.551 71.0451 9409.95 3276.98 3110.45 166.526 3063.64 207.599 103.706
internal_count=4780 119 87 64 4661 1513 1460 53 1434 90 53
is_linear=0
shrinkage=0.06


Tree=1449
num_leaves=12
num_cat=0
split_feature=0 81 28 1 39 138 4 104 15 9 114
split_gain=0.00272587 0.0104557 0.0109467 0.0153859 0.0191902 0.0119384 0.0207176 0.023086 0.0163092 0.0158847 0.0128049
threshold=0.0023699469165876512 0.0079489401541650313 0.0026012937305495147 0.0020932231564074759 0.0019071503775194289 0.0014881226234138014 0.00077738583786413084 0.00060774214216507982 0.023343417793512348 0.00062670491752214741 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 8 7 -7 10 -10 -3
right_child=1 2 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-3.9312186851646256e-05 9.667734312307895e-05 -5.0398775163849478e-05 -0.0019275548752080525 -8.2352699156486626e-05 -0.00043082140521958354 0.00068134342006970032 0.00038783486895944903 -0.0011711278164280056 0.00075644552016445113 -0.0003284020196602007 -0.00050826244063027076
leaf_weight=3817.4115318059921 3263.0652860403061 663.96302771568298 37.74268364906311 460.16284155845642 167.16758143901825 36.913636922836304 501.61047160625458 70.028650045394897 138.49288403987885 74.749997973442078 328.69109082221985
leaf_count=1919 1743 299 34 172 94 9 177 55 52 35 191
internal_value=0 2.61047e-05 -6.67694e-05 -0.000274981 -0.000707312 9.56003e-06 0.000226188 -0.000531665 -9.97706e-05 0.000376188 -0.000202044
internal_weight=0 5742.59 2479.52 665.073 204.91 1814.45 608.553 106.942 1205.9 213.243 992.654
internal_count=4780 2861 1118 300 128 818 241 64 577 87 490
is_linear=0
shrinkage=0.06


Tree=1450
num_leaves=12
num_cat=0
split_feature=112 51 1 43 141 4 52 101 148 14 99
split_gain=0.00278938 0.00328416 0.0136347 0.0175904 0.0204577 0.0279225 0.0409105 0.00972609 0.0106843 0.0128604 0.0136682
threshold=0.0079489401541650313 0.0013560238294303419 0.016164712607860569 0.00085274505545385193 0.0034400182776153092 0.0012745757703669371 0.0020292587578296666 0.013860232196748258 0.011519505176693203 0.0017376682371832433 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -4 8 9 10 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00031746667905936627 0.00015084325909456699 2.2254735560464227e-05 -0.00011671380850832639 -0.0014526558572433997 0.00030625303507432581 0.00034914633259147557 -0.003436212998082915 0.00024993109487142203 0.0001295084891896614 6.1132055665298051e-05 0.00024195302216429952
leaf_weight=1157.0394777059555 421.65668880939484 5502.9844076633453 26.7355717420578 52.26738715171814 116.19762802124023 38.023715853691101 26.641894340515137 423.34288203716278 800.87744581699371 812.35294473171234 181.87963974475861
leaf_count=630 299 2726 16 39 40 10 24 155 390 368 83
internal_value=0 -6.98025e-06 -5.12338e-05 -0.000469936 -0.000221935 -0.000893018 -0.00177688 -1.89866e-05 -5.75569e-05 -0.000127201 -0.000241462
internal_weight=0 9138.34 3635.36 259.866 207.599 91.4012 53.3775 3375.49 2952.15 2151.27 1338.92
internal_count=4780 4481 1755 129 90 50 40 1626 1471 1081 713
is_linear=0
shrinkage=0.06


Tree=1451
num_leaves=12
num_cat=0
split_feature=71 40 132 70 44 87 104 73 91 143 4
split_gain=0.00268783 0.00717845 0.0144653 0.0144074 0.0133688 0.014458 0.0134441 0.0167299 0.0100071 0.00973947 0.00819451
threshold=0.037906534969806678 0.0041444667149335155 0.00043393640953581786 0.0005375427135732026 0.0098710241727530974 0.016164712607860569 0.00093549740267917525 0.0023699469165876512 0.0012745757703669371 0.0044099434744566688 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 9 -8 -6 -2 -3
right_child=1 10 3 -5 8 -7 7 -9 -10 -11 -12
leaf_value=-1.5372214031485499e-05 0.00038502390824937167 9.6655627350207018e-07 0.00091510865400386136 -0.0001407079077323383 -0.00027383732173295183 -0.0014286024463222647 -0.00031883044162257047 -0.0017991259249046298 0.00044278615073712208 -0.00057954947794731991 0.00040896648074893868
leaf_weight=7754.1776235103607 161.71086418628693 338.68180119991302 105.0031613111496 83.443274617195129 107.95868849754333 37.836361050605774 320.63950610160828 29.972131133079529 199.92193484306335 49.030827760696411 371.62350940704346
leaf_count=3800 81 200 38 59 73 26 208 27 75 28 165
internal_value=0 6.59044e-05 -3.04228e-05 0.000447771 -0.000129807 -0.000294905 -0.000218251 -0.000445851 0.000191494 0.000160439 0.000214455
internal_weight=0 1805.82 1095.52 188.446 907.07 599.19 561.353 350.612 307.881 210.742 710.305
internal_count=4780 980 615 97 518 370 344 235 148 109 365
is_linear=0
shrinkage=0.06


Tree=1452
num_leaves=12
num_cat=0
split_feature=108 148 18 81 98 94 124 11 112 101 27
split_gain=0.00290732 0.00676087 0.00528358 0.00464364 0.00764778 0.00301293 0.00417521 0.00516441 0.00338688 0.00662912 0.00682327
threshold=0.079227816313505187 0.023343417793512348 0.00017767510871635753 0.0013146653072908523 0.0016331639490090313 0.055838862434029586 0.0026012937305495147 0.00085274505545385193 0.0038949446752667431 0.00085274505545385193 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 8 7 -7 -1 10 -10
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=-2.1085465544346673e-05 0.00035762218542177948 0.0011244828469953103 0.00087353109729565307 -0.0011523070276524155 0.0001786744523305954 0.00029818664439830564 0.00059683542539919112 -0.00035852065591707139 -0.0001089423565461803 -3.1987591364470553e-05 0.00050993585990310043
leaf_weight=8372.065350651741 45.606913566589355 26.641894340515137 24.421736478805542 28.862052202224731 33.489722728729248 113.97747015953064 69.199603319168091 69.199603319168091 91.120149731636047 469.21677792072296 216.19840919971466
leaf_count=4106 33 24 22 26 14 38 30 30 74 261 122
internal_value=0 0.000254305 7.84626e-05 -0.000102035 -0.000438283 -4.3241e-06 0.000200143 5.00392e-05 -9.96674e-06 0.000109895 0.000326462
internal_weight=0 159.022 132.38 107.959 62.3518 9400.98 252.377 183.177 9148.6 776.535 307.319
internal_count=4780 119 95 73 40 4661 98 68 4563 457 196
is_linear=0
shrinkage=0.06


Tree=1453
num_leaves=12
num_cat=0
split_feature=4 4 10 7 42 81 129 79 83 1 95
split_gain=0.00274277 0.0112244 0.0241984 0.0146422 0.0196167 0.0240787 0.0151489 0.0144298 0.0110223 0.0151646 0.0146019
threshold=0.0005375427135732026 0.00068727668258361529 0.00068727668258361529 0.00017767510871635753 0.0013560238294303419 0.0031340263085439806 0.0015833032084628942 0.0014881226234138014 0.0081988852471113222 0.0044099434744566688 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 7 -6 -7 -5 10 -10 -1
right_child=1 -3 3 4 5 6 -8 -9 9 -11 -12
leaf_value=6.5165892035140907e-05 -0.001519456091708787 -1.6595777913511835e-07 -0.00099474860583179179 0.0012166524286102338 0.00015478919577029268 -0.00011837481148294256 -0.0016975925425421938 -4.8949602744996399e-05 0.00025793112401131351 -0.00028301707933574272 -0.00029180429852615464
leaf_weight=1276.113005399704 52.26738715171814 5796.8227643966675 63.27449905872345 64.946642398834229 142.74584496021271 35.616203188896179 56.614025473594666 64.665610194206238 1175.8171421289444 221.65512645244598 609.46143281459808
leaf_count=616 39 2732 57 10 72 24 51 34 655 135 355
internal_value=0 -2.32592e-05 -0.000302015 -0.000152974 -6.65036e-06 -0.000333484 -0.00108854 0.000585673 4.44202e-05 0.000172116 -5.02245e-05
internal_weight=0 6276.95 480.13 427.863 364.588 234.976 92.2302 129.612 3283.05 1397.47 1885.57
internal_count=4780 3019 287 248 191 147 75 44 1761 790 971
is_linear=0
shrinkage=0.06


Tree=1454
num_leaves=12
num_cat=0
split_feature=95 27 54 40 124 43 5 95 113 75 21
split_gain=0.00265165 0.00549397 0.00750212 0.00701063 0.0105305 0.00572636 0.00570099 0.00483377 0.0174552 0.0261805 0.00926842
threshold=0.020658296532928947 0.00043393640953581786 0.0027679565828293566 0.0027679565828293566 0.0038949446752667431 0.00075379351619631063 0.00085274505545385193 0.011169348377734424 0.0013146653072908523 0.0054799309000372895 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 -5 -4 -1 9 10 -9
right_child=1 2 6 5 -6 -7 -8 8 -10 -11 -12
leaf_value=1.6035102804336097e-06 0.00042640010776974599 -0.0010100531289612333 -9.1355974129561217e-05 0.00012669752696308346 0.00032904568519476776 0.00074796346135174363 -0.00094666929422024813 1.9079654878614016e-05 0.00017305734194773852 -0.0020768307036262684 -0.00090429334015957371
leaf_weight=8523.0360852479935 157.27054846286774 39.962841510772705 83.443274617195129 163.00829792022705 44.684189438819885 79.377668499946594 42.1829993724823 116.10395061969757 216.47944140434265 35.522525787353516 58.927860736846924
leaf_count=4242 77 36 59 66 16 23 38 48 98 32 45
internal_value=0 0.000121018 1.48469e-05 0.000166239 -0.000303604 0.000330377 -0.000379079 -8.26752e-06 -0.000205235 -0.00059407 -0.000292131
internal_weight=0 609.93 452.659 327.033 84.647 242.386 125.626 8950.07 427.034 210.554 175.032
internal_count=4780 315 238 141 52 89 97 4465 223 125 93
is_linear=0
shrinkage=0.06


Tree=1455
num_leaves=12
num_cat=0
split_feature=69 18 114 109 45 7 96 82 105 1 89
split_gain=0.00269906 0.00474346 0.0029627 0.00652406 0.0113154 0.0118793 0.0108889 0.0108673 0.00984619 0.0095365 0.00964746
threshold=0.04673989117145539 0.00075379351619631063 0.0092791137285530585 0.010500331409275534 0.0026833302108570938 0.00062670491752214741 0.0037758676335215573 0.0015833032084628942 0.0019672545604407792 0.00039601318712811922 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 9 -8 -5 -4 -11
right_child=1 -3 3 8 5 -7 7 -9 -10 10 -12
leaf_value=-1.8178303983646493e-05 0.00061889632447880479 -9.2375501166199831e-05 0.00026281365060425486 -0.0001069418388013112 -0.00064217533361345233 0.00038212457096733257 -0.0012029482166432484 7.1614896398878569e-05 0.00074333209601181892 -0.00060279573918362158 -6.1573093725775977e-06
leaf_weight=7975.0833307504654 67.99584698677063 66.885768055915833 262.55474197864532 83.630629420280457 45.513236165046692 383.6470228433609 60.037939667701721 40.150196313858032 118.32410848140717 141.26105642318726 314.91580653190613
leaf_count=3999 37 36 91 43 41 192 46 20 50 103 122
internal_value=0 0.00026638 -3.834e-06 7.50544e-05 2.38467e-05 0.000273371 -0.000106936 -0.000692607 0.00039135 -2.52107e-05 -0.000191006
internal_weight=0 134.882 9425.12 1450.03 1248.08 429.16 818.92 100.188 201.955 718.732 456.177
internal_count=4780 73 4707 708 615 233 382 66 93 316 225
is_linear=0
shrinkage=0.06


Tree=1456
num_leaves=12
num_cat=0
split_feature=80 96 130 7 63 147 108 117 8 144 46
split_gain=0.00260747 0.0116224 0.0217664 0.010399 0.0365465 0.0218384 0.0244615 0.0669362 0.0509548 0.0193143 0.0203167
threshold=0.0025217677466571335 0.0023699469165876512 0.0014427106943912806 0.00055427959887310873 0.00017767510871635753 0.0015833032084628942 0.0022975050378590827 0.0056525857653468856 0.0027679565828293566 0.00052132029668428015 0.0081988852471113222
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 10 -5
right_child=1 -3 -4 9 5 -7 -8 -9 -10 -11 -12
leaf_value=2.9663100556132059e-05 0.00022729598965913543 5.1746620240425774e-05 -0.0013215664029883774 -0.0003618132000631163 -0.0043571655747808797 -0.0015008897838166921 -0.00013132918501743601 5.7386932542133984e-05 -0.00071268418286974159 -0.00010095418752192545 0.00099168849203945596
leaf_weight=5038.9152150154114 336.00730621814728 2542.9847196340561 54.674899816513062 57.817781805992126 29.972131133079529 77.705525159835815 322.40532684326172 75.860076904296875 25.625492811203003 869.43535721302032 128.59585106372833
leaf_count=2696 141 1159 25 44 27 70 153 36 15 379 35
internal_value=0 -3.30987e-05 -0.00014217 -0.000108578 -0.000262472 -0.000572041 -0.000412718 -0.00110221 -0.00268168 1.78868e-05 0.000571919
internal_weight=0 4521.08 1978.1 1923.42 867.576 531.569 453.863 131.458 55.5976 1055.85 186.414
internal_count=4780 2084 925 900 442 301 231 78 42 458 79
is_linear=0
shrinkage=0.06


Tree=1457
num_leaves=12
num_cat=0
split_feature=16 99 129 3 141 62 138 107 101 140 33
split_gain=0.00281209 0.00281709 0.00598439 0.00858782 0.00546357 0.00538532 0.00494808 0.00838688 0.00623317 0.00714455 0.00506532
threshold=0.012086483649909498 0.017188700847327713 0.019431582652032379 0.0053125319536775359 0.0016331639490090313 0.0020932231564074759 0.00064626874518580746 0.0016331639490090313 0.0072436286136507997 0.0060143163427710542 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -6 9 -9 -8
right_child=-2 2 3 -5 5 -7 10 8 -10 -11 -12
leaf_value=-1.433950903409455e-05 0.00041151639980548148 0.00032754546366300301 -0.00098539895180593784 0.00020603257743898721 -0.00037616611219233983 -0.00066384926502715744 0.00018844045092268448 0.00072417798682688909 -0.00035424490334679589 2.7952515853398564e-05 0.0010160255656014485
leaf_weight=8413.498930811882 59.302570343017578 334.61619508266449 43.386755704879761 43.574110507965088 163.93102204799652 37.836361050605774 148.10888481140137 90.384780406951904 64.665610194206238 128.31481885910034 32.379643797874451
leaf_count=4208 13 164 31 15 83 26 93 41 34 59 13
internal_value=0 -2.59453e-06 8.82892e-05 -0.000388849 0.000129806 3.03663e-05 7.23055e-05 -3.47102e-05 0.00016289 0.00031589 0.00033739
internal_weight=0 9500.7 1087.2 86.9609 1000.24 665.621 627.785 447.296 283.365 218.7 180.489
internal_count=4780 4767 559 46 513 349 323 217 134 100 106
is_linear=0
shrinkage=0.06


Tree=1458
num_leaves=12
num_cat=0
split_feature=92 141 37 51 51 114 44 71 124 149 137
split_gain=0.00272174 0.00794299 0.00554264 0.00354763 0.00337636 0.00461728 0.00740237 0.00562924 0.00386555 0.0114025 0.0135061
threshold=0.4073652476072312 0.0030382014811038975 0.00057154725072905432 0.0030382014811038975 0.045367386192083366 0.0016846025246195497 0.00073092587990686308 0.012636432424187662 0.00073092587990686308 0.00060774214216507982 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 8 7 -7 -6 9 10 -1
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-7.9478749678543324e-05 0.0011507465414028646 -0.0002979222415445894 -1.0513519025720288e-05 0.00034441060329930501 1.039843547176257e-05 0.00070468377389138446 -0.00072697732410388876 0.0010462035028171804 2.2106655918701919e-05 -0.0001305276358151316 0.0003362615333002016
leaf_weight=657.02152192592621 45.700590968132019 69.105925917625427 48.014426231384277 34.599801659584045 33.396045327186584 22.201578617095947 31.082210063934326 43.386755704879761 5630.1891475915909 2453.4945635795593 491.80711603164673
leaf_count=317 25 38 19 15 22 20 28 31 2784 1329 152
internal_value=0 0.000220392 0.000499553 0.000804173 -4.66978e-06 0.000298779 -0.000130249 0.000596288 -8.94793e-06 -5.74834e-05 9.85111e-05
internal_weight=0 197.421 128.315 80.3004 9362.58 130.067 53.2838 76.7828 9232.51 3602.32 1148.83
internal_count=4780 97 59 40 4683 101 48 53 4582 1798 469
is_linear=0
shrinkage=0.06


Tree=1459
num_leaves=12
num_cat=0
split_feature=98 0 41 81 97 15 110 23 48 4 148
split_gain=0.00283845 0.00425345 0.0108667 0.0100112 0.0114735 0.0123821 0.0233894 0.0127967 0.0116378 0.0127828 0.0170926
threshold=0.049604203552007682 0.0023699469165876512 0.00043393640953581786 0.0079489401541650313 0.04273676127195359 0.023343417793512348 0.00085274505545385193 0.036783467978239066 0.00099512818269431613 0.00096484774257987748 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 8 7 -7 9 10 -5
right_child=-2 3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00010875714959520707 0.00011487331387346384 9.2985035078643364e-05 0.00019430892972953825 0.00035755457552279023 0.00060026630757035657 0.00029500157673094678 -0.00031866467281036577 0.001412133421524808 -0.0011903921462605507 -2.5678874070795703e-05 -0.00049796062225732204
leaf_weight=2819.4740009307861 716.0430600643158 3152.7927622795105 501.61047160625458 100.65652298927307 88.351977348327637 83.817984223365784 127.11106252670288 65.963043928146362 37.74268364906311 1358.1792187690735 508.2568953037262
leaf_count=1497 354 1676 177 26 23 27 66 19 34 601 280
internal_value=0 -9.32036e-06 -6.29781e-05 2.29464e-05 -7.02224e-05 -9.62099e-05 0.000279821 0.000787596 -0.000148156 -0.000128099 -0.000356504
internal_weight=0 8843.96 3321.08 5522.87 2370.08 2281.73 276.892 149.781 2004.84 1967.09 608.913
internal_count=4780 4426 1674 2752 1076 1053 112 46 941 907 306
is_linear=0
shrinkage=0.06


Tree=1460
num_leaves=12
num_cat=0
split_feature=0 77 50 61 29 106 108 72 133 145 92
split_gain=0.00263861 0.00824181 0.00781011 0.0317759 0.0184377 0.0144338 0.0181426 0.00609395 0.00765141 0.00987391 0.00714929
threshold=0.00017767510871635753 0.012636432424187662 0.0013986918493174019 0.00017767510871635753 0.027182282879948619 0.0035485138650983576 0.011169348377734424 0.00017767510871635753 0.0025217677466571335 0.0014427106943912806 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -5 -7 10 9 -9 -4
right_child=-2 -3 4 5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0018490450850800028 -9.855470957877197e-06 0.00064945627098477181 0.00035431048195661366 0.00053057929324595713 -0.00077892295150034676 -0.0017012999252503319 0.00027245269760337558 8.1453395312458529e-05 0.00031118441337854151 -0.0012797129692359791 0.0012388296911188088
leaf_weight=37.74268364906311 8711.2014889717102 88.258299946784973 182.89604127407074 100.65652298927307 66.885768055915833 29.972131133079529 37.836361050605774 56.801380276679993 178.8304351568222 28.862052202224731 40.056518912315369
leaf_count=34 4363 31 92 26 36 27 26 35 56 26 28
internal_value=0 0.000100961 3.72324e-05 -0.000277931 0.0001545 7.49472e-05 -0.000601189 0.000282715 8.78783e-05 -0.000378113 0.000513711
internal_weight=0 848.798 760.54 206.208 554.332 168.465 67.8085 487.446 264.494 85.6634 222.953
internal_count=4780 417 386 113 273 79 53 237 117 61 120
is_linear=0
shrinkage=0.06


Tree=1461
num_leaves=12
num_cat=0
split_feature=35 24 141 93 71 46 127 142 80 133 21
split_gain=0.00301982 0.00807541 0.0117045 0.0143439 0.0217121 0.0157805 0.0138165 0.0137121 0.0128652 0.0144903 0.0202888
threshold=0.00057154725072905432 0.0011980500421486797 0.0010263677686452868 0.00082683752407319855 0.004017772153019906 0.0010918468469753864 0.0011261500185355546 0.00017767510871635753 0.052634395658969886 0.00055427959887310873 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 -6 -5 -1 9 10 -9
right_child=-2 -3 3 6 5 -7 -8 8 -10 -11 -12
leaf_value=0.00078667429935242903 -1.6157556576588143e-05 0.00019004249918270737 -0.0015286493699675119 -0.00065404066552502706 0.00079372528139883729 -0.00066768573337771414 0.00047559875959631264 -0.0016232095132754278 0.0008303767364817242 8.334727133259463e-05 0.00014846981121941912
leaf_weight=92.230228662490845 7777.9436181783676 949.36104023456573 69.105925917625427 60.131617069244385 39.133794784545898 82.520550489425659 110.36620116233826 50.047229290008545 53.752175688743591 232.02054643630981 43.386755704879761
leaf_count=75 3878 451 38 38 11 42 59 37 8 112 31
internal_value=0 7.04323e-05 -6.59425e-05 -0.00032287 -0.000680159 -0.000197313 7.70447e-05 0.000130965 -2.86807e-05 -0.000170774 -0.000801238
internal_weight=0 1782.06 832.695 361.258 190.76 121.654 170.498 471.437 379.207 325.455 93.434
internal_count=4780 902 451 188 91 53 97 263 188 180 68
is_linear=0
shrinkage=0.06


Tree=1462
num_leaves=12
num_cat=0
split_feature=9 143 92 58 50 4 69 92 65 128 124
split_gain=0.00267821 0.00461626 0.00435712 0.00912061 0.00807822 0.00403397 0.0119859 0.0128925 0.0130018 0.00683566 0.00509826
threshold=0.0020932231564074759 0.055838862434029586 0.4073652476072312 0.0095705352723598498 0.018276390619575981 0.010180860292166473 0.0026012937305495147 0.00043393640953581786 0.00077738583786413084 0.00093549740267917525 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 10 7 -7 -9 -8 -1
right_child=1 -3 3 -5 -6 6 9 8 -10 -11 -12
leaf_value=-5.1449576976015103e-05 0.00012577006672248215 -0.00044623864238313931 -0.00036701238882454917 0.00097806545718110392 0.00062382863910857985 0.00036430885807094978 0.00013422213154757362 -0.0013842536703320273 -9.2733182031973623e-05 0.00093837049157529469 6.4449396391079905e-05
leaf_weight=6262.7748831510544 920.95332515239716 53.658498287200928 76.970155835151672 49.124505162239075 48.014426231384277 117.4013843536377 68.183201789855957 41.072920441627502 88.16462254524231 86.131819486618042 1747.5499411821365
leaf_count=3176 482 16 37 20 19 33 21 37 39 21 879
internal_value=0 9.42348e-05 -1.07161e-05 0.00028629 1.38263e-05 -1.68672e-05 0.000168831 -9.06709e-05 -0.000503944 0.000583379 -2.61643e-05
internal_weight=0 974.612 8585.39 174.109 124.985 8411.28 400.954 246.639 129.238 154.315 8010.32
internal_count=4780 498 4282 76 56 4206 151 109 76 42 4055
is_linear=0
shrinkage=0.06


Tree=1463
num_leaves=12
num_cat=0
split_feature=107 11 81 80 19 18 100 38 3 125 148
split_gain=0.00274135 0.00479537 0.00466779 0.00307392 0.0113656 0.0121961 0.0174233 0.0117692 0.0117122 0.00938816 0.0161245
threshold=0.048151826485991485 0.004017772153019906 0.0010263677686452868 0.0025217677466571335 0.02129978779703379 0.0021592099219560628 0.0013986918493174019 0.00037263428384903824 0.0010585968848317864 0.00075379351619631063 0.041476719081401832
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 9 -6 -7 -8 -9 10 -5
right_child=1 -3 -4 4 5 6 7 8 -10 -11 -12
leaf_value=2.8385736143604743e-05 -0.00059220459597042474 0.00065060305363877032 0.00031184868630854243 -0.00028096659363378802 0.00036685921870919689 -0.0013303182144040338 0.0005641745165036225 -0.0010657568524782331 0.00033999342327919985 -2.0796473397547703e-05 0.00083173063366903395
leaf_weight=4963.3361703157425 33.302367925643921 63.368176460266113 53.377466082572937 1027.6286298036575 447.95197331905365 38.946439981460571 87.054543614387512 46.716992497444153 39.133794784545898 2710.1523010730743 49.030827760696411
leaf_count=2636 30 49 40 473 161 27 38 34 11 1253 28
internal_value=0 0.000254339 -3.57705e-05 -4.07275e-06 -4.03029e-05 0.000189485 -0.000185562 7.29115e-05 -0.000425317 -8.03445e-05 -0.000230222
internal_weight=0 150.048 86.6798 9409.95 4446.62 659.804 211.852 172.905 85.8508 3786.81 1076.66
internal_count=4780 119 70 4661 2025 271 110 83 45 1754 501
is_linear=0
shrinkage=0.06


Tree=1464
num_leaves=12
num_cat=0
split_feature=146 146 2 131 50 60 99 95 116 114 34
split_gain=0.00284721 0.00472339 0.0104262 0.0191096 0.0120318 0.0147524 0.0166826 0.017143 0.0151438 0.0197358 0.0175457
threshold=0.0010263677686452868 0.0041444667149335155 0.0041444667149335155 0.0013146653072908523 0.00066645268816500913 0.013860232196748258 0.0022272822679951791 0.0021592099219560628 0.00017767510871635753 0.013860232196748258 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 10 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=7.58556243062295e-05 -0.0021568199963898742 2.1294076165958865e-05 -0.0015341273641337042 -5.621331807241997e-05 5.7614579084453115e-06 0.00050051296793240745 0.00022390682410298914 0.00010648526163942427 -0.0023820507677371921 5.5564235559024999e-06 -0.00077803574128495849
leaf_weight=1501.0046912431717 31.082210063934326 5051.9036022424698 48.937150359153748 88.070945143699646 2390.5947741270065 67.166800260543823 98.342687726020813 76.970155835151672 33.302367925643921 79.283991098403931 93.340307593345642
leaf_count=762 28 2449 36 47 1240 12 32 37 30 31 76
internal_value=0 -1.41451e-05 -7.36815e-05 -0.000584835 -4.92612e-05 -0.000323533 -0.000457858 -0.0006714 -0.000923961 -0.000736919 -0.00120138
internal_weight=0 8058.99 3007.09 137.008 2870.08 479.489 412.322 313.979 237.009 205.927 126.643
internal_count=4780 4018 1569 83 1486 246 234 202 165 137 106
is_linear=0
shrinkage=0.06


Tree=1465
num_leaves=12
num_cat=0
split_feature=35 94 35 115 82 1 73 144 25 23 8
split_gain=0.0028499 0.0107869 0.00796265 0.0128261 0.0214775 0.0142037 0.00909681 0.0062831 0.0109936 0.0115065 0.0107497
threshold=0.00057154725072905432 0.012252715881913902 0.00073092587990686308 0.0063990866765379914 0.00047558375808876013 0.00062670491752214741 0.00017767510871635753 0.00039601318712811922 0.0068083447404205808 0.00044076706399209803 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 -6 -7 8 9 -1 -11
right_child=2 -3 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=0.00084389096487886086 -0.0018065670397883783 0.00084182819272225816 -3.6117816514361711e-06 0.0002798788047943689 0.00023901314401907471 -8.3536926348091626e-05 -0.001413632548883132 0.00019459530827857052 -0.00089352157147502332 -0.00023571476309813661 0.0001580432666923465
leaf_weight=54.674899816513062 41.072920441627502 62.539129734039307 7481.5384937524796 89.368378877639771 89.274701476097107 31.17588746547699 45.513236165046692 611.60196316242218 52.26738715171814 526.84720492362976 474.12548065185547
leaf_count=25 37 24 3708 32 40 20 41 268 39 321 225
internal_value=0 6.84212e-05 -1.56974e-05 -0.000320644 -0.000579873 -0.000275384 -0.000873731 4.02449e-05 -4.49709e-05 -2.87668e-06 -4.92083e-05
internal_weight=0 1782.06 7777.94 296.405 207.037 165.964 76.6891 1719.52 1107.91 1055.65 1000.97
internal_count=4780 902 3878 170 138 101 61 878 610 571 546
is_linear=0
shrinkage=0.06


Tree=1466
num_leaves=12
num_cat=0
split_feature=108 24 95 51 26 105 46 98 103 87 123
split_gain=0.00289067 0.00625341 0.00566785 0.00880253 0.0113416 0.00516947 0.0066557 0.00521635 0.00514584 0.00476258 0.00454638
threshold=0.021960759535431865 0.0063990866765379914 0.0042751494329422721 0.0011261500185355546 0.00060774214216507982 0.007706565549597145 0.015200819820165636 0.0051502294372767219 0.00096484774257987748 0.00070876078098081063 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 8 -8 10 -4 -2
right_child=1 2 9 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-1.086698996781108e-05 1.6490039275967159e-05 2.7678037794870649e-05 0.00058505666768128735 -0.0016422656810456107 -2.5855737606732422e-05 0.0007469335822994274 0.0002435234929192696 0.0011517575997717392 -0.00051559401111074749 -0.00020448342028124721 0.00044183503824851402
leaf_weight=8627.0228450298309 363.38456988334656 74.749997973442078 51.344663023948669 35.522525787353516 27.845650672912598 55.784978747367859 56.895057678222656 37.930038452148438 50.140906691551208 59.021538138389587 120.35691154003143
leaf_count=4271 198 35 22 32 17 26 27 18 29 37 68
internal_value=0 0.000100304 -0.000157467 -0.000413495 -0.000933132 0.00019389 0.000144707 0.000607648 6.23842e-05 0.000163024 0.000122387
internal_weight=0 932.977 248.484 138.118 63.3682 684.492 628.707 94.8251 533.882 110.366 483.741
internal_count=4780 509 143 84 49 366 340 45 295 59 266
is_linear=0
shrinkage=0.06


Tree=1467
num_leaves=12
num_cat=0
split_feature=63 118 115 35 115 82 35 98 100 19 110
split_gain=0.00257872 0.00745785 0.0121923 0.0111707 0.00968342 0.0186963 0.0127622 0.00964741 0.0104542 0.0174676 0.0123632
threshold=0.00042089859198313212 0.048151826485991485 0.00899649551138282 0.00044738779251929378 0.031632266007363803 0.00055427959887310873 0.0063990866765379914 0.00066645268816500913 0.00070876078098081063 0.00046126570669002836 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 6 -6 8 -1 -10 -11
right_child=-2 2 -4 -5 5 -7 -8 -9 9 10 -12
leaf_value=0.0004575815222817641 -1.5788878550517657e-05 -0.00014997990256195034 0.00019348062030406674 -0.0017563615351909585 -0.00028724454344332921 0.00033903949260968006 -0.0014434427827557644 1.7313264565221874e-05 0.00046012108463332175 -0.0014791407488770742 1.0622931917074951e-05
leaf_weight=506.97351145744324 7610.1343448162079 30.159485936164856 64.852964997291565 32.192288994789124 104.90948390960693 116.01027321815491 51.063630819320679 865.52900612354279 98.061655521392822 39.962841510772705 40.150196313858032
leaf_count=198 3743 11 18 29 46 56 46 521 56 36 20
internal_value=0 6.15458e-05 -0.000382453 -0.000980841 9.25521e-05 -0.000237608 -0.000666452 0.000150473 0.000318662 -7.665e-05 -0.000733434
internal_weight=0 1949.87 127.205 62.3518 1822.66 271.983 155.973 1550.68 685.148 178.175 80.113
internal_count=4780 1037 58 40 979 148 92 831 310 112 56
is_linear=0
shrinkage=0.06


Tree=1468
num_leaves=12
num_cat=0
split_feature=99 122 27 142 114 47 125 24 45 132 38
split_gain=0.00261594 0.00378804 0.00467687 0.00700723 0.00357891 0.0082302 0.0125786 0.00882613 0.00873907 0.00815583 0.0200041
threshold=0.023343417793512348 0.0060143163427710542 0.0060143163427710542 0.0028552538715302949 0.0092791137285530585 0.011519505176693203 0.00052132029668428015 0.001792412775103003 0.0026833302108570938 0.0042751494329422721 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 9 6 7 -6 -8 -1 -11
right_child=-2 2 3 -5 5 -7 8 -9 -10 10 -12
leaf_value=-2.0005277264975965e-05 0.00010678466172875587 0.00026768650340286355 0.00029067126375853628 -0.00077945123547025377 -0.00018232617301377666 0.00048625935761851321 -2.339506040426337e-05 -0.0011202235787976366 0.00035135088565507473 -5.4881813937362956e-05 -0.0010734475794756139
leaf_weight=6661.602351307869 759.88415288925171 336.00730621814728 45.794268369674683 42.276676774024963 129.33122038841248 152.64287793636322 677.37765228748322 50.047229290008545 334.61619508266449 278.00216960906982 92.417583465576172
leaf_count=3317 442 141 17 30 68 89 303 37 164 113 59
internal_value=0 -9.23985e-06 0.000165687 -0.000223321 -1.80983e-05 7.16092e-05 1.84464e-05 -0.000444481 0.000100537 -3.52447e-05 -0.000309229
internal_weight=0 8800.12 424.078 88.0709 8376.04 1344.02 1191.37 179.378 1011.99 7032.02 370.42
internal_count=4780 4338 188 47 4150 661 572 105 467 3489 172
is_linear=0
shrinkage=0.06


Tree=1469
num_leaves=12
num_cat=0
split_feature=32 95 147 44 116 3 61 86 143 96 144
split_gain=0.00257254 0.00930047 0.0143853 0.0114036 0.0199769 0.0274188 0.0113141 0.0116229 0.0238862 0.0174288 0.0110526
threshold=0.0015833032084628942 0.00039601318712811922 0.023343417793512348 0.00044738779251929378 0.0072436286136507997 0.00057154725072905432 0.0054799309000372895 0.0010585968848317864 0.00057154725072905432 0.00017767510871635753 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 7 8 -2 -10 -4
right_child=1 2 10 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=2.3542081007545065e-05 -0.0021636741983101118 -0.00014401026514787476 0.00096786789846234269 -1.6775217685053168e-05 0.00049953313130889879 -0.0020684690545039299 0.000305141609038899 -3.5436960551265248e-05 0.00042323824949904137 -0.00067132801293749603 0.00018204309097803132
leaf_weight=6077.8319889307022 31.082210063934326 60.225294470787048 78.267589569091797 2206.9774134159088 45.700590968132019 47.733394026756287 113.97747015953064 242.29228901863098 68.183201789855957 224.89168584346771 362.83655536174774
leaf_count=3163 28 30 22 1018 25 43 38 97 21 146 149
internal_value=0 -4.11359e-05 7.18989e-06 -5.15833e-05 -0.000551189 -0.000996027 -0.000240095 -0.000349839 -0.000584756 -0.000416622 0.000321664
internal_weight=0 3482.17 2801.74 2360.64 153.659 107.959 680.427 566.449 324.157 293.075 441.104
internal_count=4780 1617 1287 1116 98 73 330 292 195 167 171
is_linear=0
shrinkage=0.06


Tree=1470
num_leaves=12
num_cat=0
split_feature=17 52 3 112 51 20 130 129 145 35 137
split_gain=0.00264213 0.0126106 0.00487911 0.00284718 0.00394932 0.00425521 0.00421426 0.00436604 0.00389274 0.00441573 0.00489019
threshold=0.19438949227333072 0.0060143163427710542 0.00050559637020342063 0.0062037324532866487 0.0068083447404205808 0.00070876078098081063 0.00046126570669002836 0.0028552538715302949 0.00044738779251929378 0.0048403022810816774 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 7 8 -5 10 -10
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-1.1720752572165855e-05 0.0011009167527031118 -0.00076845773414292316 0.00022618331408073977 -0.00021427390900991905 0.0008649170526382889 0.0001622641326091929 -0.0006330586194977344 -0.00063008906025974491 0.00021598035717810388 -0.00033540250629373399 0.00089432111513929025
leaf_weight=8899.9430069923401 42.276676774024963 31.082210063934326 50.234584093093872 80.206715226173401 47.82707142829895 88.16462254524231 31.17588746547699 27.751973271369934 174.56342434883118 37.836361050605774 48.937150359153748
leaf_count=4339 30 28 21 48 35 39 20 25 133 26 36
internal_value=0 0.000275486 0.000626684 -3.62862e-06 0.000130597 0.000409835 3.56954e-05 9.23076e-05 0.000151173 0.000263371 0.000364842
internal_weight=0 123.593 92.5113 9436.41 536.463 135.992 400.472 369.296 341.544 261.337 223.501
internal_count=4780 79 51 4701 362 74 288 268 243 195 169
is_linear=0
shrinkage=0.06


Tree=1471
num_leaves=12
num_cat=0
split_feature=14 29 71 80 26 114 18 44 127 54 132
split_gain=0.00258356 0.0135533 0.017984 0.0155342 0.0149436 0.0141696 0.0169914 0.028936 0.0134249 0.0123478 0.0188362
threshold=0.0019672545604407792 0.018276390619575981 0.0068083447404205808 0.0046923852059990176 0.00080172589514404546 0.0038949446752667431 0.00017767510871635753 0.0084566329605877417 0.0005893622583243997 0.011880517937242987 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 9 5 6 -5 -8 -4 -2 -11
right_child=1 2 8 4 -6 -7 7 -9 -10 10 -12
leaf_value=-2.385616984851298e-05 1.0611236043745746e-05 -0.00014390418741501386 0.0011529394632059078 -0.00030201444171492568 0.00036826328129459988 -0.00015256177391166913 -0.0025334381161405341 -0.00020833485980296251 6.1037867247115368e-05 0.00084277619525070834 -7.9036659136244277e-05
leaf_weight=6034.5529605150223 2473.9584212303162 121.56066787242889 123.96818053722382 77.986557364463806 86.960866212844849 181.87963974475861 45.513236165046692 33.396045327186584 60.225294470787048 168.55869257450104 151.43912160396576
leaf_count=3027 1210 61 47 46 46 83 41 22 30 71 96
internal_value=0 4.07917e-05 0.000422482 4.53303e-06 -0.000333043 -0.000513118 -0.000930725 -0.00155092 0.00079615 5.59821e-05 0.000406639
internal_weight=0 3525.45 305.754 3219.69 425.736 338.775 156.896 78.9093 184.193 2793.96 319.998
internal_count=4780 1753 138 1615 238 192 109 63 77 1377 167
is_linear=0
shrinkage=0.06


Tree=1472
num_leaves=12
num_cat=0
split_feature=26 13 127 84 52 135 35 7 119 103 112
split_gain=0.00284351 0.00706083 0.0157845 0.0108067 0.00616322 0.0126777 0.0163237 0.0181282 0.00999071 0.00768594 0.0094125
threshold=0.00066645268816500913 0.00062670491752214741 0.0053125319536775359 0.0016846025246195497 0.00899649551138282 0.00096484774257987748 0.0014427106943912806 0.00055427959887310873 0.0013986918493174019 0.00042089859198313212 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 8 -6 7 -7 9 10 -2
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-1.3533371034825691e-05 -5.2492609988759128e-05 0.0010233231667238086 -0.00072066517607979571 0.00012662965969745423 0.00053812578217020065 -0.00045177962921600788 -2.697723349304805e-05 -0.0023236910214133296 0.0007925305851693784 0.00016286431476174025 -0.00094951752560914029
leaf_weight=8166.4056663513184 215.08833026885986 102.78300344944 38.946439981460571 91.401181936264038 59.208892941474915 52.361064553260803 125.07825946807861 28.862052202224731 67.99584698677063 559.60155832767487 52.26738715171814
leaf_count=4042 121 36 27 50 21 31 48 26 37 302 39
internal_value=0 7.91944e-05 0.000380439 0.000601538 1.86486e-05 -0.00023516 -0.000457248 -0.00111899 9.39653e-05 3.64375e-05 -0.000228148
internal_weight=0 1393.59 233.131 194.184 1160.46 265.51 206.301 81.2231 894.953 826.957 267.356
internal_count=4780 738 113 86 625 126 105 57 499 462 160
is_linear=0
shrinkage=0.06


Tree=1473
num_leaves=12
num_cat=0
split_feature=26 110 138 35 37 8 101 71 42 104 79
split_gain=0.00252965 0.00447703 0.00505581 0.00858984 0.00651552 0.00731241 0.00723651 0.00752965 0.00588867 0.00820523 0.00414012
threshold=0.0014881226234138014 0.00899649551138282 0.0017376682371832433 0.0072436286136507997 0.00050559637020342063 0.014293605927377941 0.0026012937305495147 0.030689206905663017 0.004017772153019906 0.0025217677466571335 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 8 6 -6 -8 9 -2 -4
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-8.6910715117177378e-06 0.00011669199244456343 0.00053158051574032558 0.00030598364224488966 0.00093376865621347166 -0.00015917622761200313 0.00023865797738755024 -0.0017576717030316632 -0.00042977356874160497 -0.00020763098484920004 0.0011133423513909834 -0.00043769828580815626
leaf_weight=8860.0597929954529 105.92588543891907 80.113037824630737 73.63991904258728 56.895057678222656 79.190313696861267 62.539129734039307 27.751973271369934 34.506124258041382 95.747820258140564 41.26027524471283 42.370354175567627
leaf_count=4392 55 56 34 27 39 24 25 23 62 21 22
internal_value=0 0.000109785 5.51912e-05 0.000330592 -5.14062e-05 -0.000301337 -0.000540088 -0.00102356 0.000158494 0.000396646 3.42262e-05
internal_weight=0 699.94 619.827 172.905 446.922 203.988 141.448 62.2581 242.934 147.186 116.01
internal_count=4780 388 332 83 249 111 87 48 138 76 56
is_linear=0
shrinkage=0.06


Tree=1474
num_leaves=12
num_cat=0
split_feature=108 72 12 92 104 128 114 39 20 142 34
split_gain=0.002561 0.00962543 0.0048984 0.00476567 0.00332485 0.0101817 0.0150931 0.0148274 0.015212 0.0113472 0.00850332
threshold=0.079227816313505187 0.0062037324532866487 0.0012357163941487672 0.0049928687512874612 0.01884530205279589 0.00093549740267917525 0.0092791137285530585 0.00040826165059115743 0.0042751494329422721 0.0049928687512874612 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 10 7 -7 9 -9 -6
right_child=1 -3 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=6.7013095536458541e-06 -5.8110840630072101e-05 0.0012053846985927322 -0.00065739988726671336 0.0008458803724330085 -0.00037232887036345373 -7.0225193622443781e-06 0.00020507914294824763 -0.00093926067797873915 -0.00016861143920667005 -0.0023767354113280411 0.0001879386892621928
leaf_weight=8617.9689086675644 69.012248516082764 29.972131133079529 29.972131133079529 30.065808534622192 132.47410237789154 66.792090654373169 94.918773531913757 43.293078303337097 40.150196313858032 36.632604718208313 368.74760973453522
leaf_count=4182 46 27 27 19 87 44 37 39 20 33 219
internal_value=0 0.000238682 1.34036e-05 0.000216787 -4.05477e-06 -0.000122424 -0.000410914 -0.000723747 -0.00112209 -0.00160025 3.98139e-05
internal_weight=0 159.022 129.05 99.0781 9400.98 783.008 281.787 186.868 120.076 79.9257 501.222
internal_count=4780 119 92 65 4661 479 173 136 92 72 306
is_linear=0
shrinkage=0.06


Tree=1475
num_leaves=12
num_cat=0
split_feature=99 1 58 130 64 78 41 122 71 5 97
split_gain=0.00256338 0.00403163 0.0115566 0.00363207 0.00404941 0.00697197 0.0076778 0.00491146 0.0059606 0.0209099 0.0146336
threshold=0.023343417793512348 0.016164712607860569 0.0015349716995842757 0.0036604277556762104 0.0010585968848317864 0.037906534969806678 0.00040826165059115743 0.007706565549597145 0.001792412775103003 0.0019672545604407792 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 6 -6 8 9 -1 -11
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-8.6639786494987367e-06 0.000155006878984912 0.00031980917213538212 -0.0010866676657141467 -0.00046851722770227902 -0.00022669695437242801 -0.00033818398657157653 0.00049849904606578217 0.00020654942286254055 -5.1688210901577768e-05 0.00097847428057018819 3.4144738964942992e-05
leaf_weight=1556.7100424766541 674.12704300880432 49.124505162239075 36.632604718208313 61.429050803184509 69.199603319168091 71.513438582420349 217.77687513828278 347.20177292823792 6232.6013473272324 143.12055456638336 100.56284558773041
leaf_count=699 389 20 33 23 30 24 83 143 3262 40 34
internal_value=0 0.000105708 -0.000281557 -9.14525e-06 -5.91075e-06 0.000191536 0.000323612 -1.43594e-05 -2.39099e-05 7.22505e-05 0.000588944
internal_weight=0 759.884 85.7571 8800.12 8738.69 358.49 286.976 8380.2 8032.99 1800.39 243.683
internal_count=4780 442 53 4338 4315 137 113 4178 4035 773 74
is_linear=0
shrinkage=0.06


Tree=1476
num_leaves=12
num_cat=0
split_feature=43 42 36 1 42 21 83 144 91 125 127
split_gain=0.00255733 0.00580894 0.00655331 0.0151357 0.00648711 0.00541341 0.00440985 0.00397484 0.00562484 0.00346075 0.0141524
threshold=0.040252277627587325 0.0023699469165876512 0.00017767510871635753 0.0020932231564074759 0.0015833032084628942 0.00066645268816500913 0.036783467978239066 0.00060774214216507982 0.0012745757703669371 0.00075379351619631063 0.15407856553792956
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 6 5 -2 7 8 -3 10 -1
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-4.7780221754420409e-05 0.00054032218168332993 -0.00096642678705417199 0.00038592692307679895 -0.0015073512979516433 0.0010932154111257322 -0.00039180640825644381 0.00053203580371234639 0.00050109458218725641 -8.6148790665115753e-06 1.6371947988983655e-05 -0.001167958005918559
leaf_weight=2526.1180810928345 60.225294470787048 34.412446856498718 99.359089255332947 27.751973271369934 41.26027524471283 35.616203188896179 42.370354175567627 24.515413880348206 61.241696000099182 6565.9622583389282 41.166597843170166
leaf_count=1354 30 31 41 25 21 24 22 14 39 3150 29
internal_value=0 0.00014353 -8.80264e-06 -0.000215001 0.000465132 0.000193881 6.44488e-06 -0.00017916 -0.000353846 -6.7228e-06 -6.57871e-05
internal_weight=0 426.753 289.651 190.292 137.102 95.8415 162.54 120.17 95.6541 9133.25 2567.28
internal_count=4780 247 172 131 75 54 106 84 70 4533 1383
is_linear=0
shrinkage=0.06


Tree=1477
num_leaves=12
num_cat=0
split_feature=145 54 46 105 19 61 147 93 110 144 7
split_gain=0.00254783 0.00705888 0.00661672 0.00720047 0.00666415 0.0105495 0.0108783 0.00976919 0.00782008 0.0063449 0.00538631
threshold=0.015675474889576439 0.0053125319536775359 0.0081988852471113222 0.00052132029668428015 0.0011615398107096555 0.0072436286136507997 0.0013146653072908523 0.0028552538715302949 0.00057154725072905432 0.00017767510871635753 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 8 9 -7 -6 -5
right_child=1 2 3 10 7 6 -8 -9 -10 -11 -12
leaf_value=-9.4111179347107424e-06 0.00039202780977068473 0.00022374445545638919 0.00011020130425540734 -0.0016442041896895859 0.00097395281025825463 -0.0019683342189535029 -8.0761556275572258e-05 -0.00025317418489437336 -0.00042760678503275882 0.00023607639688758665 -0.00033782643616841877
leaf_weight=8754.3212623596191 219.71600079536438 132.38042497634888 37.836361050605774 23.311657547950745 72.623517513275146 25.531815409660339 70.216004848480225 80.300392627716064 22.201578617095947 99.359089255332947 22.201578617095947
leaf_count=4321 109 95 26 21 25 23 39 40 20 41 20
internal_value=0 0.000102082 -6.686e-06 -0.000501464 7.54478e-05 -0.000143854 -0.000556268 0.000293023 -0.00125411 0.000548046 -0.00100908
internal_weight=0 805.678 585.962 83.3496 502.613 250.33 117.949 252.283 47.7334 171.983 45.5132
internal_count=4780 459 350 67 283 177 82 106 43 66 41
is_linear=0
shrinkage=0.06


Tree=1478
num_leaves=12
num_cat=0
split_feature=51 148 7 96 149 121 47 60 133 68 38
split_gain=0.00267524 0.00308432 0.00547343 0.00390102 0.00353735 0.00361979 0.00328414 0.00302696 0.0122682 0.0113502 0.0174778
threshold=0.027182282879948619 0.020035739988088611 0.0062037324532866487 0.0070226341485977182 0.00085274505545385193 0.0015349716995842757 0.0084566329605877417 0.0070226341485977182 0.0079489401541650313 0.000490355829242617 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 6 4 -2 -6 -3 -1 9 10 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=9.3445309925419205e-06 1.0934000388757857e-05 -0.0010347567581359071 0.00049864730177506496 -0.00015498805377991577 0.00074097220036019383 0.00014783219081104508 -3.7693394179786068e-05 -0.00029244257520680722 0.00014755731206521062 -0.00029402130513406916 0.00089461204022189193
leaf_weight=7598.9117783308029 71.232406377792358 25.531815409660339 26.7355717420578 67.99584698677063 99.359089255332947 59.115215539932251 22.201578617095947 101.67292451858521 549.53122043609619 858.24089050292969 79.471345901489258
leaf_count=3935 48 23 16 37 41 29 20 35 204 377 15
internal_value=0 0.000157666 -0.000187502 0.000244042 0.000362175 0.000519948 -0.000572055 -6.40367e-06 -8.17145e-05 -0.000202935 0.000228547
internal_weight=0 372.172 74.469 297.703 229.707 158.474 47.7334 9187.83 1588.92 1039.39 181.144
internal_count=4780 214 59 155 118 70 43 4566 631 427 50
is_linear=0
shrinkage=0.06


Tree=1479
num_leaves=12
num_cat=0
split_feature=32 95 23 33 60 23 147 45 85 42 34
split_gain=0.00256633 0.00806213 0.0134961 0.0133845 0.0149226 0.0154227 0.0176159 0.0134689 0.0133903 0.0178909 0.0263057
threshold=0.0015833032084628942 0.00039601318712811922 0.0063990866765379914 0.0013146653072908523 0.0019672545604407792 0.0072436286136507997 0.023343417793512348 0.0010263677686452868 0.002945306478068233 0.0045489775948226461 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -3 9 10 -6
right_child=1 3 -4 -5 8 -7 -8 -9 -10 -11 -12
leaf_value=2.3516709984371163e-05 -0.00047254746518215687 -0.00088886960604051522 6.3615663188317895e-05 -0.00010011871407026669 -0.0014238180219671942 0.00061687548713599898 0.00064729838143209764 0.0001199279909149792 0.00020114157221401348 0.00033830107183722172 0.00046988492513980613
leaf_weight=6077.8319889307022 367.91856300830841 82.426873087882996 312.50829386711121 1719.6106131076813 92.323906064033508 354.42431092262268 108.33339810371399 112.68003642559052 230.26877558231354 64.759287595748901 36.913636922836304
leaf_count=3163 194 50 136 870 67 101 41 53 70 26 9
internal_value=0 -4.10832e-05 -0.000226324 3.91057e-06 0.000169217 0.000348128 3.4126e-05 -0.000306496 -0.000108218 -0.000475333 -0.000882982
internal_weight=0 3482.17 680.427 2801.74 1082.13 657.865 303.44 195.107 424.266 193.997 129.238
internal_count=4780 1617 330 1287 417 245 144 103 172 102 76
is_linear=0
shrinkage=0.06


Tree=1480
num_leaves=12
num_cat=0
split_feature=34 118 59 36 71 118 78 51 60 147 146
split_gain=0.00264487 0.00614686 0.0110488 0.0168437 0.0183199 0.00921662 0.0143715 0.011371 0.0149733 0.0107956 0.0101058
threshold=0.00077738583786413084 0.01884530205279589 0.0084566329605877417 0.0023699469165876512 0.0079489401541650313 0.0054799309000372895 0.12087306752800943 0.0058306583669036635 0.025578102096915249 0.0092791137285530585 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 8 10 -9 -1
right_child=-2 2 -4 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=0.00013110547485122666 -1.3552966025239023e-05 -0.0022000301376724463 0.00021767860888389452 0.00011313447285942634 -0.00024549477666946043 0.00048020215913240251 -0.0010915693665500101 0.00023290488050842654 -0.0011214834268548461 0.0015156752104828176 -0.0007975389771589193
leaf_weight=780.70867025852203 8073.8803555965424 34.412446856498718 124.24921274185181 66.979445457458496 34.599801659584045 221.2944667339325 37.930038452148438 65.682011723518372 38.946439981460571 36.81995952129364 44.496834635734558
leaf_count=388 4088 31 23 28 15 70 18 43 27 17 32
internal_value=0 7.35437e-05 -0.000191249 -0.000564752 -0.00122188 0.000129767 5.25318e-05 9.75328e-05 2.66249e-05 0.00069472 8.09404e-05
internal_weight=0 1486.12 260.241 135.992 69.0122 1225.88 1004.58 966.654 864.152 102.502 825.206
internal_count=4780 692 97 74 46 595 525 507 447 60 420
is_linear=0
shrinkage=0.06


Tree=1481
num_leaves=12
num_cat=0
split_feature=93 70 19 19 5 37 102 99 20 93 142
split_gain=0.00284193 0.00544902 0.0115893 0.0142383 0.0214774 0.0117602 0.0098358 0.012942 0.0162002 0.0290995 0.0309322
threshold=0.010829726699739696 0.00082683752407319855 0.02636832278221846 0.017188700847327713 0.00043393640953581786 0.037906534969806678 0.013439828064292671 0.017188700847327713 0.00055427959887310873 0.00068727668258361529 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 9 10 -3
right_child=-2 6 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=5.2325326923603912e-06 7.9198803894135297e-05 -0.0012849922095385595 0.0004319325747330571 -0.0017995229576275489 -1.6557752812383697e-05 0.00053392592618754743 0.00021038430879722459 0.00019349081326954873 -4.5315608991785618e-05 -0.00012007285879075407 -7.0564986292097538e-05
leaf_weight=3916.3303338289261 1392.8445980548859 195.84227883815765 245.71620321273804 38.852762579917908 64.759287595748901 157.45790326595306 410.28891718387604 462.83733654022217 1885.2934060096741 666.91855490207672 122.85810160636902
leaf_count=1806 802 136 92 35 26 61 216 231 995 334 46
internal_value=0 -1.35239e-05 3.15659e-05 8.00641e-06 -0.00068623 2.56799e-05 -6.67913e-05 -0.000100909 -0.000148376 -0.000345486 -0.000817003
internal_weight=0 8167.16 4423.12 4177.4 103.612 4073.79 3744.04 3333.75 2870.91 985.619 318.7
internal_count=4780 3978 2020 1928 61 1867 1958 1742 1511 516 182
is_linear=0
shrinkage=0.06


Tree=1482
num_leaves=12
num_cat=0
split_feature=135 73 106 77 144 52 130 140 25 73 28
split_gain=0.00255809 0.00864985 0.0116893 0.0111868 0.0302105 0.00949265 0.0169479 0.0116198 0.00802011 0.00943141 0.00780085
threshold=0.0018488886416889729 0.0044099434744566688 0.0022272822679951791 0.0023699469165876512 0.0020292587578296666 0.0070226341485977182 0.00040826165059115743 0.01884530205279589 0.014293605927377941 0.013032016810029747 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 8 9 10 -3
right_child=1 5 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-1.8353250971660096e-05 0.00011193276994392148 -0.00066614774821247761 1.4172313557581444e-05 0.0011711947110702155 -0.00020686954964245781 -0.0013535814044699874 0.00018475280353432141 0.0010706218147209243 -0.0010700510045478998 0.00023211956547695165 0.00046159321050403618
leaf_weight=7086.0553122758865 340.90195906162262 105.45749843120575 1407.2896740436554 149.87470555305481 92.604938268661499 58.83418333530426 45.794268369674683 31.269564867019653 30.065808534622192 184.00612020492554 27.845650672912598
leaf_count=3473 202 95 718 38 43 53 17 12 19 93 17
internal_value=0 5.25121e-05 0.000107791 0.000333586 0.000645032 -0.000175165 -0.000680743 -3.53186e-05 -0.000135151 -4.62581e-05 -0.000430405
internal_weight=0 2473.94 1990.67 583.382 242.48 483.273 104.628 378.645 347.375 317.309 133.303
internal_count=4780 1307 1001 283 81 306 70 236 224 205 112
is_linear=0
shrinkage=0.06


Tree=1483
num_leaves=12
num_cat=0
split_feature=32 52 5 26 13 37 69 123 37 70 54
split_gain=0.00269011 0.00552256 0.00398584 0.00305475 0.00678519 0.00991099 0.009597 0.00722062 0.00640579 0.00914156 0.0121097
threshold=0.013860232196748258 0.0042751494329422721 0.00038414125447161501 0.00066645268816500913 0.00068727668258361529 0.00057154725072905432 0.0030382014811038975 0.0019672545604407792 0.0023699469165876512 0.0056525857653468856 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 -5 6 -6 -7 -1 10 -10
right_child=1 -3 -4 4 5 7 -8 -9 9 -11 -12
leaf_value=-4.9649693667192465e-05 0.00019889816586805096 0.00052926146982145296 -0.0004938841068821276 2.235935578230589e-05 0.00035036812660985161 0.00044619197672485331 0.0017528745519809488 -0.00046686929693870997 -0.00010233879129948265 0.00035122353845794718 0.00025565504657784572
leaf_weight=6035.5693620443344 79.377668499946594 102.87668085098267 47.82707142829895 1185.0724831819534 40.056518912315369 79.283991098403931 31.269564867019653 51.250985622406006 1049.4554988145828 354.78497064113617 503.17488765716553
leaf_count=3036 23 28 35 631 28 31 12 30 525 166 235
internal_value=0 0.000202619 -6.17609e-05 -5.01266e-06 7.71448e-05 0.000398605 0.000966824 8.76205e-05 -1.93591e-05 7.64861e-05 1.36885e-05
internal_weight=0 230.081 127.205 9329.92 1386.93 201.861 71.3261 130.535 7942.98 1907.42 1552.63
internal_count=4780 86 58 4694 732 101 40 61 3962 926 760
is_linear=0
shrinkage=0.06


Tree=1484
num_leaves=12
num_cat=0
split_feature=29 81 117 74 44 30 27 138 35 13 133
split_gain=0.002588 0.00951249 0.0126917 0.0143671 0.0197204 0.040747 0.0254481 0.0184523 0.0142165 0.0172474 0.0157362
threshold=0.0023699469165876512 0.0035485138650983576 0.00747153488919139 0.00064626874518580746 0.0044099434744566688 0.0014881226234138014 0.0028552538715302949 0.0022975050378590827 0.0037758676335215573 0.00040826165059115743 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8 -6 10 -10
right_child=-2 2 -4 -5 8 6 7 -9 9 -11 -12
leaf_value=0.00016067700171938114 -2.0792506610071517e-05 -0.00017137894019942049 0.00022960303226935168 8.4309478531890188e-05 0.00038932471091808739 -0.0026397793666309765 -0.00019199371543307086 -0.002200859415517857 -0.00030098886013766289 0.00025852850553815268 -0.0020984677761580924
leaf_weight=1391.1865046024323 6624.4076821804047 219.80967819690704 411.77370572090149 492.44880795478821 161.99189639091492 46.623315095901489 50.140906691551208 24.421736478805542 40.150196313858032 65.963043928146362 31.082210063934326
leaf_count=752 3332 101 185 193 57 42 29 22 20 19 28
internal_value=0 4.68835e-05 -5.56244e-05 -0.000159331 -0.000346731 -0.000658589 -0.00154143 -0.00085203 8.80704e-06 -0.000440441 -0.00108716
internal_weight=0 2935.59 1544.41 1132.63 640.183 340.996 121.186 74.5626 299.187 137.195 71.2324
internal_count=4780 1448 696 511 318 194 93 51 124 67 48
is_linear=0
shrinkage=0.06


Tree=1485
num_leaves=12
num_cat=0
split_feature=108 24 91 113 18 22 47 56 24 103 19
split_gain=0.00267166 0.00542849 0.00779833 0.0072118 0.00927635 0.00539319 0.00538893 0.00451619 0.00450747 0.00496205 0.00387058
threshold=0.021960759535431865 0.0063990866765379914 0.00087947337306104611 0.0016846025246195497 0.00047558375808876013 0.00073092587990686308 0.0042751494329422721 0.00073092587990686308 0.0022975050378590827 0.00017767510871635753 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 7 -7 8 9 -2 -5
right_child=1 2 3 10 -6 6 -8 -9 -10 -11 -12
leaf_value=-1.0445555569696062e-05 -9.4193585404556079e-06 0.00067554674034200988 -0.0014989779697030547 -0.00044986755260943148 -0.00016140596267889978 0.0010550848215765678 0.00024672596626985281 0.00078836949353596137 0.00022925489108768562 -0.00074530368991031768 0.00021526289233192103
leaf_weight=8627.0228450298309 212.58714020252228 35.709880590438843 33.302367925643921 48.843472957611084 42.370354175567627 45.700590968132019 84.64703094959259 32.379643797874451 270.23161709308624 38.946439981460571 88.258299946784973
leaf_count=4271 143 16 30 44 22 25 52 13 106 27 31
internal_value=0 9.64313e-05 -0.000143738 -0.000281491 -0.000751252 0.000183626 0.000530733 0.000101897 5.91532e-05 -0.000123612 -2.18497e-05
internal_weight=0 932.977 248.484 212.774 75.6727 684.492 130.348 554.145 521.765 251.534 137.102
internal_count=4780 509 143 127 52 366 77 289 276 170 75
is_linear=0
shrinkage=0.06


Tree=1486
num_leaves=12
num_cat=0
split_feature=107 11 5 4 83 17 100 122 125 146 101
split_gain=0.00263534 0.00430027 0.00415611 0.00348159 0.010007 0.0103886 0.0145402 0.0218602 0.0207251 0.0202306 0.0136168
threshold=0.048151826485991485 0.004017772153019906 0.00038414125447161501 0.0005375427135732026 0.0063990866765379914 0.00077738583786413084 0.0033348383149132137 0.00066645268816500913 0.0026833302108570938 0.0015349716995842757 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 7 8 9 -7 -11
right_child=1 -3 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=-5.6343002906925947e-05 0.00034879084235694204 0.00062462350483485397 -0.00048564995868283629 -3.0410307078867429e-05 0.00025576768460951438 0.00043896823236698484 0.00024986086140003455 0.00031599401919610629 -0.0019502545216508534 -0.00030638344640886129 -0.0023112289614386334
leaf_weight=1660.4017201662064 47.82707142829895 63.368176460266113 38.852762579917908 6174.6383603811264 1101.6292085647583 51.250985622406006 238.30631041526794 90.478457808494568 44.403157234191895 25.531815409660339 23.311657547950745
leaf_count=849 35 49 35 2943 572 30 150 33 40 23 21
internal_value=0 0.000249373 -2.53617e-05 -3.99252e-06 4.64255e-05 0.000154769 -8.03225e-05 -0.000415149 -0.000872863 -0.000393449 -0.00126601
internal_weight=0 150.048 86.6798 9409.95 3235.31 1574.91 473.282 234.976 144.498 100.094 48.8435
internal_count=4780 119 70 4661 1718 869 297 147 114 74 44
is_linear=0
shrinkage=0.06


Tree=1487
num_leaves=12
num_cat=0
split_feature=48 35 125 71 3 34 104 51 22 62 101
split_gain=0.00254574 0.00475083 0.00872945 0.00284533 0.00764184 0.0100097 0.0124008 0.0105293 0.0125989 0.0145854 0.0187415
threshold=0.0042751494329422721 0.0037758676335215573 0.0020292587578296666 0.037906534969806678 0.00038414125447161501 0.0046923852059990176 0.0063990866765379914 0.010829726699739696 0.00066645268816500913 0.00093549740267917525 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 8 9 10 -7
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 -12
leaf_value=-1.9778613745678502e-05 9.0825474659378726e-06 -0.0002270263293990382 0.0012034730106450983 0.00019143870302484273 0.00023044187659155944 -0.00067369842894390245 -0.00061407588621699113 0.00031566907864547048 5.4067338976481869e-05 -0.0002072752280857863 -0.002439720542706188
leaf_weight=7623.7363241910934 52.361064553260803 47.920748829841614 37.930038452148438 654.70768666267395 640.27666056156158 71.045051574707031 76.782801032066345 90.384780406951904 128.22114145755768 105.55117583274841 31.082210063934326
leaf_count=3731 31 27 18 323 310 64 53 41 67 87 28
internal_value=0 0.000255529 0.000511606 -3.76564e-06 6.41266e-05 -2.78615e-05 0.000106813 -0.00025893 -0.000413593 -0.000702215 -0.00121304
internal_weight=0 138.212 90.2911 9421.79 1798.05 1157.77 731.49 426.284 335.9 207.678 102.127
internal_count=4780 76 49 4704 973 663 376 287 246 179 92
is_linear=0
shrinkage=0.06


Tree=1488
num_leaves=12
num_cat=0
split_feature=51 79 73 107 15 5 101 71 105 70 70
split_gain=0.00263771 0.00313258 0.004049 0.00263864 0.0100063 0.0104088 0.0138116 0.0156561 0.0152262 0.0130615 0.0133881
threshold=0.045367386192083366 0.0038949446752667431 0.0023699469165876512 0.00087947337306104611 0.0087224207818508166 0.00038414125447161501 0.00096484774257987748 0.0022975050378590827 0.0017376682371832433 0.013032016810029747 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 9 7 -7 -9 10 -1
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=8.9243013354238707e-05 0.00034260315184644717 0.00070836821301546802 -0.00050009036278919009 1.562990633779694e-05 -0.00045777830152230603 -0.00011896486370444165 -4.3547408083211308e-05 -0.00057430251245161657 -0.0020780829942865647 0.0007030622513369472 -0.00045639166168256914
leaf_weight=1289.8227120637894 64.571932792663574 39.962841510772705 29.972131133079529 6860.5734622478485 204.91026508808136 112.77371382713318 560.72568714618683 64.478255391120911 38.852762579917908 108.33339810371399 185.02252173423767
leaf_count=499 42 36 27 3569 128 45 206 50 35 41 102
internal_value=0 0.000263711 7.52084e-05 -3.78108e-06 -5.56996e-05 -2.07708e-05 -0.000200642 -0.000608047 -0.00114119 6.74952e-05 2.07657e-05
internal_weight=0 134.507 94.5441 9425.49 2564.92 2360.01 776.83 216.105 103.331 1583.18 1474.85
internal_count=4780 105 69 4675 1106 978 336 130 85 642 601
is_linear=0
shrinkage=0.06


Tree=1489
num_leaves=12
num_cat=0
split_feature=118 89 51 33 88 114 8 144 9 146 146
split_gain=0.00252435 0.00713182 0.00547066 0.00820988 0.00911828 0.00868462 0.00765346 0.0110525 0.0110162 0.0102909 0.00991906
threshold=0.0054799309000372895 0.0048403022810816774 0.010829726699739696 0.00093549740267917525 0.0051502294372767219 0.00082683752407319855 0.0048403022810816774 0.0072436286136507997 0.0016846025246195497 0.015675474889576439 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 8 9 10 -8 -2
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-1.4722717800191719e-05 0.00017490776413333262 -0.00029353197096819444 -0.001007032240658095 0.00022777205458823934 0.00068644003813818247 -0.0012026795342915577 4.3008960786182153e-05 0.00092476685653826375 0.00079276586364037944 0.00057624577935426664 -0.00028975972528387696
leaf_weight=7787.9202786684036 316.02588546276093 179.75315928459167 37.74268364906311 32.285966396331787 43.574110507965088 28.862052202224731 464.13477027416229 83.817984223365784 58.098814010620117 181.0505930185318 346.7333859205246
leaf_count=3984 123 73 34 21 15 26 216 27 20 58 183
internal_value=0 6.46173e-05 0.000105064 -0.000249603 2.40809e-05 -0.000448267 0.000139928 0.000276995 1.2935e-06 0.000192711 -6.81977e-05
internal_weight=0 1772.08 1592.33 142.465 104.722 61.148 1449.86 729.003 720.858 645.185 662.759
internal_count=4780 796 723 96 62 47 627 301 326 274 306
is_linear=0
shrinkage=0.06


Tree=1490
num_leaves=12
num_cat=0
split_feature=142 141 17 109 17 114 3 88 24 44 116
split_gain=0.00248913 0.00927065 0.0166706 0.016256 0.01714 0.019376 0.0189706 0.0176374 0.0163934 0.0129595 0.0122834
threshold=0.0049928687512874612 0.0056525857653468856 0.0012357163941487672 0.00066645268816500913 0.0018488886416889729 0.0038949446752667431 0.0053125319536775359 0.0062037324532866487 0.002945306478068233 0.0015349716995842757 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 8 9 -7 -6 -4
right_child=-2 3 10 4 7 6 -8 -9 -10 -11 -12
leaf_value=-0.00011414093307051521 -3.1816092677881267e-05 -0.00064112128729599323 0.00038366408106172442 0.00016751858854443109 -0.00089991451818407088 0.0019684393877415678 0.00029002254841199455 -0.0012619618166108217 0.0006384884469352864 0.00019660435496308783 -6.8288094051789178e-06
leaf_weight=2367.6297264099121 4598.3356566429138 85.663432478904724 510.21007084846497 720.76440799236298 46.623315095901489 63.649208664894104 150.70375227928162 45.606913566589355 70.309682250022888 228.78398704528809 671.7195303440094
leaf_count=1381 2097 61 209 334 42 25 63 33 31 101 403
internal_value=0 2.94592e-05 -2.22711e-05 0.000159484 0.000211233 0.000333096 0.000752131 -0.000170431 0.0012714 1.0717e-05 0.000161756
internal_weight=0 4961.66 3549.56 1412.1 1326.44 1005.43 284.663 321.014 133.959 275.407 1181.93
internal_count=4780 2683 1993 690 629 453 119 176 56 143 612
is_linear=0
shrinkage=0.06


Tree=1491
num_leaves=12
num_cat=0
split_feature=112 108 125 123 43 91 66 121 105 83 29
split_gain=0.0025101 0.00280734 0.00510957 0.00428058 0.00694918 0.00557982 0.0084183 0.0050367 0.00513395 0.00432019 0.00396024
threshold=0.0079489401541650313 0.021960759535431865 0.0026833302108570938 0.00017767510871635753 0.00046126570669002836 0.00040826165059115743 0.00050559637020342063 0.0042751494329422721 0.00052132029668428015 0.030689206905663017 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 -3 -7 8 -5 -6 -1
right_child=-2 2 -4 7 9 6 -8 -9 -10 -11 -12
leaf_value=4.1474748835975897e-05 0.00014309668061515107 0.00026227665528063936 -0.00013208482885553578 0.0011046409324053481 0.0004721745286137596 -0.00092243162737628919 7.5689429900451758e-05 -2.4758281715795781e-05 0.00031150159181410645 -6.1177125024089769e-05 -4.661711898796233e-05
leaf_weight=2751.8669134378433 421.65668880939484 64.571932792663574 249.59445452690125 52.454741954803467 166.24485731124878 61.241696000099182 60.318971872329712 56.98873507976532 66.885768055915833 81.410471558570862 5526.7644522190094
leaf_count=1331 299 42 144 23 77 39 22 19 36 41 2707
internal_value=0 -6.61761e-06 9.65732e-05 0.000190122 8.87527e-05 -0.000188197 -0.000427504 0.000439309 0.00066075 0.000296895 -1.73347e-05
internal_weight=0 9138.34 859.712 610.117 433.788 186.133 121.561 176.329 119.341 247.655 8278.63
internal_count=4780 4481 443 299 221 103 61 78 59 118 4038
is_linear=0
shrinkage=0.06


Tree=1492
num_leaves=12
num_cat=0
split_feature=17 44 108 106 20 59 142 136 141 26 135
split_gain=0.00255895 0.00964797 0.00996097 0.00430831 0.00291734 0.00482645 0.00632151 0.00560339 0.00834591 0.00663847 0.0138417
threshold=0.19438949227333072 0.00090704852482303988 0.0051502294372767219 0.0016331639490090313 0.0042751494329422721 0.048151826485991485 0.027182282879948619 0.00044738779251929378 0.007706565549597145 0.00066645268816500913 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 7 8 -6 10 -9
right_child=1 2 -4 -5 5 -7 -8 9 -10 -11 -12
leaf_value=-1.7577669086990251e-05 0.00098959384252812798 -0.0012701140313779726 0.00064670382116367438 -0.00010295629907585908 6.3656956247051759e-05 0.00054751609492066546 -0.00057488481945494943 5.2274773467234584e-05 0.00050919127418078689 0.00017614576492534572 -0.00089249280734822424
leaf_weight=8021.3459861278534 43.480433106422424 23.311657547950745 34.599801659584045 22.201578617095947 684.1177533864975 73.920951247215271 55.784978747367859 143.8559238910675 194.2778627872467 171.98260676860809 91.120149731636047
leaf_count=3976 23 21 15 20 398 10 26 73 78 66 74
internal_value=0 0.000271121 -0.00011957 -0.000702243 -3.56528e-06 7.58603e-05 4.98247e-05 7.698e-05 0.000162244 -0.000107052 -0.000314316
internal_weight=0 123.593 80.113 45.5132 9436.41 1415.06 1341.14 1285.35 878.396 406.959 234.976
internal_count=4780 79 56 41 4701 725 715 689 476 213 147
is_linear=0
shrinkage=0.06


Tree=1493
num_leaves=12
num_cat=0
split_feature=34 118 7 52 19 37 32 58 96 60 88
split_gain=0.0025546 0.00526419 0.0122622 0.0150862 0.00644209 0.00998557 0.0104409 0.0186276 0.00778462 0.00949461 0.00920352
threshold=0.00077738583786413084 0.01884530205279589 0.00040826165059115743 0.0033348383149132137 0.004017772153019906 0.00017767510871635753 0.00087947337306104611 0.0070226341485977182 0.0010918468469753864 0.0014881226234138014 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 8 -6 7 -7 -1 -10 -11
right_child=-2 2 -4 -5 5 6 -8 -9 9 10 -12
leaf_value=8.1751473137734162e-05 -1.331743840706234e-05 -0.0015452747835506572 0.00011324385696402509 5.6211977725202972e-05 -0.0009156973611819944 -0.0013424853735395424 0.00074981624014960142 0.00051330570161163742 0.0007386753768226556 -0.00052283709538912938 0.00055030618022609682
leaf_weight=764.2448410987854 8073.8803555965424 43.386755704879761 175.59387576580048 41.26027524471283 51.157308220863342 36.632604718208313 50.140906691551208 41.353952646255493 167.35493624210358 55.691301345825195 59.302570343017578
leaf_count=357 4088 31 45 21 38 33 29 13 78 34 13
internal_value=0 7.22801e-05 -0.000172765 -0.000765502 0.00012431 -0.000207928 7.51556e-05 -0.000359017 0.000181238 0.000450399 3.05823e-05
internal_weight=0 1486.12 260.241 84.647 1225.88 179.285 128.127 77.9866 1046.59 282.349 114.994
internal_count=4780 692 97 52 595 113 75 46 482 125 47
is_linear=0
shrinkage=0.06


Tree=1494
num_leaves=12
num_cat=0
split_feature=15 105 33 109 81 104 73 140 8 14 140
split_gain=0.00249066 0.012004 0.0171929 0.0124558 0.00456945 0.00432882 0.0109997 0.0152247 0.011139 0.0075306 0.00568265
threshold=0.099488973617553725 0.00042089859198313212 0.00244467705488205 0.024810968898236755 0.00080172589514404546 0.01884530205279589 0.0017376682371832433 0.02636832278221846 0.0066005610860884198 0.00047558375808876013 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 -1 10 8 9 -8 -7
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=7.6390757236632043e-06 0.00059253130531001564 0.00047205532157597465 -0.0015839373092182171 0.0014795943260553091 -0.0003765058004026714 0.00036623954740647754 -0.00083519037002348015 -0.001655073713025702 -0.0013114961681762838 9.1855514871194542e-05 -0.0001019839406896204
leaf_weight=8673.4728552103043 36.632604718208313 32.285966396331787 26.641894340515137 37.930038452148438 33.396045327186584 128.95651078224182 39.962841510772705 33.396045327186584 32.192288994789124 148.29623961448669 336.83635294437408
leaf_count=4232 33 21 24 18 22 100 36 22 29 77 166
internal_value=0 0.000229679 -0.000458589 0.000605438 0.000130528 -4.09414e-06 -0.00014549 -0.000463162 -0.000281931 -0.000105273 2.76963e-05
internal_weight=0 166.887 58.9279 107.959 70.0287 9393.11 719.64 253.847 220.451 188.259 465.793
internal_count=4780 118 45 73 55 4662 430 164 142 113 266
is_linear=0
shrinkage=0.06


Tree=1495
num_leaves=12
num_cat=0
split_feature=98 0 52 60 39 4 63 44 35 73 93
split_gain=0.00248391 0.00394657 0.008753 0.0146859 0.0124136 0.012457 0.0150439 0.0195316 0.0190532 0.0191633 0.0178221
threshold=0.049604203552007682 0.0023699469165876512 0.00096484774257987748 0.018276390619575981 0.0031340263085439806 0.00747153488919139 0.00017767510871635753 0.0033348383149132137 0.0012357163941487672 0.0023699469165876512 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 -8 -10 -11
right_child=-2 -3 4 -5 -6 -7 8 -9 9 10 -12
leaf_value=0.0001817629736521561 0.00010746402716086515 2.2366154987150429e-05 0.00016566142843229666 -0.00086752368019748941 6.3893140014574567e-05 0.00021481206790445361 -0.00025588626104881829 -0.0011640219967416381 -0.0017747532336123014 -0.0014209070278778128 -0.0001437455863079397
leaf_weight=740.27744174003601 716.0430600643158 5522.872151017189 373.74998986721039 51.250985622406006 900.42388987541199 212.32015788555145 756.0059015750885 44.403157234191895 62.164420127868652 57.817781805992126 122.67074680328369
leaf_count=392 354 2752 175 30 415 70 390 40 56 44 62
internal_value=0 -8.71482e-06 -6.04008e-05 0.000113721 -0.000114888 -0.000213698 -0.000277925 2.42195e-05 -0.000404427 -0.000866921 -0.000553432
internal_weight=0 8843.96 3321.08 791.528 2529.56 1629.13 1416.81 418.153 998.659 242.653 180.489
internal_count=4780 4426 1674 422 1252 837 767 215 552 162 106
is_linear=0
shrinkage=0.06


Tree=1496
num_leaves=12
num_cat=0
split_feature=37 131 100 53 108 121 114 49 132 14 135
split_gain=0.00251111 0.00901161 0.0106438 0.0138212 0.0209725 0.0171855 0.010612 0.0139524 0.0141934 0.00990426 0.00886305
threshold=0.0023699469165876512 0.015200819820165636 0.0079489401541650313 0.0048403022810816774 0.021960759535431865 0.00087947337306104611 0.0038949446752667431 0.00077738583786413084 0.015675474889576439 0.00055427959887310873 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 10 -3 8 -8 -4 -5
right_child=-2 2 9 4 -6 -7 7 -9 -10 -11 -12
leaf_value=4.5858553446585353e-06 5.6914490261502718e-05 0.00015673953056013806 0.00094360554978769023 -0.0012196257326902754 0.00042642311902474199 -0.0019716003662308868 -0.0016813463879831877 -1.3707483479923617e-05 -1.4032021478432497e-05 -0.00016295447491161178 3.3886433614285402e-05
leaf_weight=6712.0242902040482 2159.2299695014954 209.91264522075653 49.124505162239075 39.962841510772705 40.150196313858032 53.283788681030273 49.953551888465881 104.90948390960693 29.049407005310059 71.232406377792358 41.166597843170166
leaf_count=3322 1072 84 20 36 20 48 45 46 10 48 29
internal_value=0 -1.66243e-05 -0.000223294 -0.000331827 -0.000776071 -0.00113531 -0.000134768 -0.000467391 -0.00106907 0.000289104 -0.000584311
internal_weight=0 7400.77 688.745 568.389 174.563 134.413 393.825 183.912 79.003 120.357 81.1294
internal_count=4780 3708 386 318 133 113 185 101 55 68 65
is_linear=0
shrinkage=0.06


Tree=1497
num_leaves=12
num_cat=0
split_feature=118 32 97 73 21 124 84 5 144 9 12
split_gain=0.00244606 0.00708268 0.0100146 0.0208681 0.0211691 0.0260142 0.0144832 0.0134822 0.0110744 0.0154632 0.0115005
threshold=0.0054799309000372895 0.0015833032084628942 0.00096484774257987748 0.00017767510871635753 0.00057154725072905432 0.0026012937305495147 0.00040826165059115743 0.0012745757703669371 0.0014881226234138014 0.00062670491752214741 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 -5 9 -4 -11
right_child=-2 2 8 4 -6 6 -8 -9 -10 10 -12
leaf_value=2.3368887169090508e-05 6.3606872347092309e-05 0.0001348579521423318 0.0008738483404895287 -0.0025147583345510962 -0.00020859622420197198 -0.0010568883940109042 0.00015145501832720539 -0.00068485576667156407 -0.00012435882095459877 -0.00022857961875997413 0.00067245203987625413
leaf_weight=5416.3701512813568 1772.0794049501419 481.25434124469757 119.52786481380463 42.1829993724823 842.77941298484802 69.105925917625427 73.733596444129944 22.201578617095947 477.54939484596252 170.59149563312531 72.623517513275146
leaf_count=2842 796 191 43 38 452 38 26 20 220 89 25
internal_value=0 -1.44931e-05 -0.000100963 -0.000192295 -0.000342239 -0.000885403 -0.000433473 -0.0018858 6.54732e-05 0.000315352 4.06324e-05
internal_weight=0 7787.92 2371.55 1531.26 1050 207.224 142.84 64.3846 840.292 362.743 243.215
internal_count=4780 3984 1142 765 574 122 64 58 377 157 114
is_linear=0
shrinkage=0.06


Tree=1498
num_leaves=12
num_cat=0
split_feature=34 40 53 95 141 108 66 148 51 1 59
split_gain=0.00238787 0.00414162 0.00514617 0.00496084 0.0088527 0.00458277 0.0049648 0.00482686 0.00418773 0.00631509 0.0068601
threshold=0.02636832278221846 0.0014427106943912806 0.0072436286136507997 0.0016846025246195497 0.0023699469165876512 0.011169348377734424 0.00047558375808876013 0.032603342086076743 0.0011261500185355546 0.00082683752407319855 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 8 -7 -8 -3 -10 -11
right_child=1 5 3 4 -6 6 7 -9 9 10 -12
leaf_value=-1.0408247972350684e-05 -0.00057122298639035636 -0.00018702427186855226 0.00019187676245253181 0.00013059804090558824 -0.0011364207300787706 0.00014672092477804725 -0.00091803369738991639 8.2921036755532741e-05 0.00066225538766535364 0.00084848161630670792 3.4722349240314067e-05
leaf_weight=8535.0595986843109 63.368176460266113 61.429050803184509 196.40434324741364 51.250985622406006 32.285966396331787 137.19545030593872 38.946439981460571 31.17588746547699 145.15335762500763 44.684189438819885 223.04623758792877
leaf_count=4269 49 23 88 30 21 67 27 20 58 16 112
internal_value=0 8.65118e-05 -8.34211e-05 2.71634e-05 -0.000359862 0.0001721 -6.31981e-05 -0.000473532 0.000274938 0.000343698 0.000170805
internal_weight=0 1024.94 343.309 279.941 83.537 681.631 207.318 70.1223 474.313 412.884 267.73
internal_count=4780 511 188 139 51 323 114 47 209 186 128
is_linear=0
shrinkage=0.06


Tree=1499
num_leaves=12
num_cat=0
split_feature=116 3 83 87 124 141 126 113 102 115 33
split_gain=0.00247794 0.00542382 0.012844 0.0157584 0.00860719 0.00931966 0.00515211 0.00697135 0.00565979 0.00510812 0.0050803
threshold=0.012636432424187662 0.00044738779251929378 0.030689206905663017 0.0010263677686452868 0.0010585968848317864 0.0023699469165876512 0.00043393640953581786 0.0044099434744566688 0.0041444667149335155 0.0014427106943912806 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 -6 8 -8 9 10 -2
right_child=1 2 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-1.194586330996535e-05 0.00040534420570882874 7.1925493063479179e-05 -0.0015463348827566116 -2.8766855709193705e-05 0.0010034304953735374 -0.00015248086859148718 0.00090333083782883142 5.2422008729878291e-05 -0.00055376342025021807 -0.0003841526080832191 -0.00024885593970613477
leaf_weight=8294.8937901258469 154.22134387493134 560.25730013847351 42.1829993724823 59.021538138389587 84.834385752677917 35.616203188896179 58.005136609077454 85.944464683532715 61.335373401641846 64.665610194206238 59.021538138389587
leaf_count=4182 50 246 38 37 36 24 28 37 31 34 37
internal_value=0 7.81992e-05 -4.04806e-05 -0.000662205 0.000208231 0.000661794 9.50536e-05 0.000395689 -3.25924e-05 8.25897e-05 0.000224242
internal_weight=0 1265.11 661.462 101.205 603.644 120.451 483.193 143.95 339.244 277.908 213.243
internal_count=4780 598 321 75 277 60 217 65 152 121 87
is_linear=0
shrinkage=0.06


Tree=1500
num_leaves=12
num_cat=0
split_feature=125 129 125 87 14 84 102 9 145 81 117
split_gain=0.00247276 0.00991806 0.00945819 0.0220292 0.0128547 0.01917 0.011845 0.011532 0.0114055 0.0128151 0.0116714
threshold=0.0041444667149335155 0.0021592099219560628 0.0066005610860884198 0.0020292587578296666 0.00082683752407319855 0.00017767510871635753 0.00052132029668428015 0.00073092587990686308 0.00080172589514404546 0.0013146653072908523 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 8 -2 -5 -4 -10 -11
right_child=1 -3 4 7 -6 -7 -8 -9 9 10 -12
leaf_value=-2.1880880579794277e-05 0.0009838393970662742 -7.8877215091219206e-05 -0.00015158415410834858 -0.0014469578504631882 0.00018020322622679273 0.00038757213717591498 0.00030498616409566206 1.6873987923833393e-05 -0.00020848107273337618 -0.0020225252301493807 -0.00053520840497302247
leaf_weight=6316.7003637552261 140.8067193031311 1386.1185468435287 176.32924509048462 31.082210063934326 917.99779796600342 134.05256831645966 269.95058488845825 51.157308220863342 58.098814010620117 44.403157234191895 33.302367925643921
leaf_count=3265 46 610 78 28 447 48 130 38 20 40 30
internal_value=0 4.25697e-05 0.000133212 0.000358422 5.18036e-05 -0.000212351 0.000537878 -0.000537463 -0.000470043 -0.000883116 -0.00138661
internal_weight=0 3243.3 1857.18 492.997 1364.18 446.186 410.757 82.2395 312.134 135.804 77.7055
internal_count=4780 1515 905 242 663 216 176 66 168 90 70
is_linear=0
shrinkage=0.06


Tree=1501
num_leaves=12
num_cat=0
split_feature=9 107 136 7 4 78 25 17 99 98 109
split_gain=0.00266964 0.00420478 0.00715674 0.00636571 0.0106672 0.00352311 0.00909814 0.0109401 0.00752623 0.00491687 0.00466716
threshold=0.0020932231564074759 0.00087947337306104611 0.00044738779251929378 0.0044099434744566688 0.00046126570669002836 0.0031340263085439806 0.00017767510871635753 0.00057154725072905432 0.0046923852059990176 0.0051502294372767219 0.014740333426743748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -3 -9 -7
right_child=1 5 -4 -5 -6 10 7 9 -10 -11 -12
leaf_value=-1.0699201099143616e-05 0.00012425021402942692 0.00057454830173986728 0.00041118331914241261 3.3639614637303958e-05 -0.0012594852977782162 0.00034824275490222923 0.00019139297039108167 -0.00051403526627036452 -0.00033315281804932058 -0.0017636147000452836 -8.7690236634007876e-05
leaf_weight=8585.3878601789474 33.396045327186584 94.825096130371094 63.742886066436768 83.911661624908447 50.047229290008545 398.07804894447327 41.26027524471283 22.201578617095947 50.234584093093872 23.311657547950745 113.60276055335999
leaf_count=4282 22 45 17 19 37 205 21 20 21 21 70
internal_value=0 9.40837e-05 -0.000129415 -0.000335444 -0.000706195 0.000163559 -3.04697e-05 -0.000516117 0.000260196 -0.00115653 0.000251459
internal_weight=0 974.612 231.098 167.355 83.4433 743.514 231.833 86.7735 145.06 45.5132 511.681
internal_count=4780 498 95 78 59 403 128 62 66 41 275
is_linear=0
shrinkage=0.06


Tree=1502
num_leaves=12
num_cat=0
split_feature=35 94 107 124 35 73 71 44 147 131 60
split_gain=0.00254711 0.00896358 0.00755651 0.00726903 0.0141799 0.040304 0.0121405 0.0172977 0.0158786 0.0120761 0.0163343
threshold=0.00057154725072905432 0.012252715881913902 0.020035739988088611 0.0015349716995842757 0.00073092587990686308 0.00042089859198313212 0.0013560238294303419 0.0038949446752667431 0.00068727668258361529 0.0015349716995842757 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 8 -6 10 -8
right_child=2 -3 -4 -5 6 -7 9 -9 -10 -11 -12
leaf_value=3.8998535197995468e-05 0.00014353763536816691 0.00076970188321774484 0.00025144487542347408 2.3997471427850757e-05 0.00094030415619616428 -0.0019401562182171546 -0.0001795915072930074 -0.0004593513025190101 0.00012436914280608281 4.1557538911254857e-05 -0.0010408928810098673
leaf_weight=1719.5169357061386 83.72430682182312 62.539129734039307 365.51105034351349 4199.4004611968994 126.4693706035614 55.503946542739868 1489.2481601238251 111.56995749473572 267.08873510360718 995.7970005273819 83.630629420280457
leaf_count=878 35 24 208 2061 25 50 808 52 87 509 43
internal_value=0 6.46834e-05 -1.4841e-05 -2.79749e-05 -9.59009e-05 -0.000687932 -6.90633e-05 0.000199807 0.000386741 -0.000121942 -0.000225451
internal_weight=0 1782.06 7777.94 7412.43 3213.03 139.228 3073.8 505.128 393.558 2568.68 1572.88
internal_count=4780 902 3878 3670 1609 85 1524 164 112 1360 851
is_linear=0
shrinkage=0.06


Tree=1503
num_leaves=12
num_cat=0
split_feature=48 110 55 84 108 73 18 137 141 81 94
split_gain=0.00247825 0.00423709 0.00292845 0.00374983 0.00967715 0.0142757 0.0125293 0.0061623 0.00994724 0.0143208 0.00726032
threshold=0.0042751494329422721 0.0048403022810816774 0.018004527315497402 0.0038949446752667431 0.0030382014811038975 0.013032016810029747 0.00047558375808876013 0.0016846025246195497 0.0026833302108570938 0.0079489401541650313 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 8 10 -10 -6
right_child=1 -3 -4 4 7 -7 -8 -9 9 -11 -12
leaf_value=-1.1878354641028326e-05 2.6843229770965343e-05 0.000741734723192115 -0.00045516873869358697 -0.0016825651443141507 -0.00029034643388617767 0.00012965125004825993 4.5877547965559295e-05 -7.8407463361375687e-05 0.0014593128270952772 2.361596118547542e-05 0.000410293097455983
leaf_weight=8687.8898314237595 94.73141872882843 43.480433106422424 51.344663023948669 36.632604718208313 75.766399502754211 131.7387330532074 25.625492811203003 129.42489778995514 63.649208664894104 41.166597843170166 178.54940295219421
leaf_count=4342 53 23 22 33 44 54 15 60 25 29 80
internal_value=0 0.000252117 -3.7176e-06 -1.23907e-06 0.000134165 -0.000224278 -0.000972204 0.000276513 0.000404407 0.000896 0.000201525
internal_weight=0 138.212 9421.79 9370.44 682.553 193.997 62.2581 488.557 359.132 104.816 254.316
internal_count=4780 76 4704 4682 340 102 48 238 178 54 124
is_linear=0
shrinkage=0.06


Tree=1504
num_leaves=12
num_cat=0
split_feature=95 86 65 40 40 95 136 82 113 132 150
split_gain=0.00243998 0.00437818 0.011596 0.00502165 0.00423122 0.00419793 0.0162002 0.012792 0.0132434 0.00903332 0.0146793
threshold=0.020658296532928947 0.00017767510871635753 0.00068727668258361529 0.0027679565828293566 0.018276390619575981 0.011169348377734424 0.0003614811430452392 0.002945306478068233 0.0016846025246195497 0.00017767510871635753 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -4 -1 9 8 -8 10 -7
right_child=1 2 4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=1.2702352352211086e-06 -2.745927135922131e-05 -0.0008913842150352078 0.0003690496209809652 0.0004036066896066541 -0.00030124627887924085 0.0005161290503079086 -0.0010603334774378608 0.00053882547522466902 0.0002588488466540161 -0.0013105391187204489 -0.00079653461140274983
leaf_weight=8523.0360852479935 162.53991091251373 51.157308220863342 103.79940497875214 242.19861161708832 50.234584093093872 45.794268369674683 50.047229290008545 129.61225259304047 60.318971872329712 48.843472957611084 92.417583465576172
leaf_count=4242 106 38 45 105 21 17 37 44 22 44 59
internal_value=0 0.00011609 -0.000109644 0.00023053 0.000150395 -7.9287e-06 -0.000191485 0.000134785 -0.000339773 -0.000609913 -0.000361546
internal_weight=0 609.93 205.191 404.739 154.034 8950.07 427.034 239.978 110.366 187.055 138.212
internal_count=4780 315 104 211 66 4465 223 103 59 120 76
is_linear=0
shrinkage=0.06


Tree=1505
num_leaves=12
num_cat=0
split_feature=20 117 70 51 45 53 88 81 127 129 102
split_gain=0.00246001 0.00435113 0.007448 0.00532946 0.00608164 0.00536223 0.0116319 0.0109971 0.00468467 0.00867195 0.0135076
threshold=0.0042751494329422721 0.0049928687512874612 0.00093549740267917525 0.0058306583669036635 0.0045489775948226461 0.00070876078098081063 0.0020292587578296666 0.0035485138650983576 0.0053125319536775359 0.0053125319536775359 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7 -8 9 -4 -11
right_child=1 2 8 4 -6 6 7 -9 -10 10 -12
leaf_value=-1.2778044021347049e-05 0.00039157567337344849 0.00032381784528011842 6.126743726124469e-05 3.3893710016155552e-05 0.00088024863859053715 0.00015181402611947234 -0.00012970378494133855 -0.0016775770767469219 -0.0006571147754264908 -0.00013622201139579766 -0.001510475190140884
leaf_weight=8130.5084309577942 156.34782433509827 179.56580448150635 452.84662616252899 51.157308220863342 75.860076904296875 255.61323618888855 43.293078303337097 26.641894340515137 52.26738715171814 101.48556971549988 34.412446856498718
leaf_count=4042 60 89 222 38 36 109 39 24 39 51 31
internal_value=0 7.25685e-05 -1.76073e-05 0.000194073 0.000539667 0.000102889 -3.58331e-05 -0.000720923 -0.000113286 -6.49025e-05 -0.000485069
internal_weight=0 1429.49 820.578 608.913 127.017 481.896 325.548 69.935 641.012 588.745 135.898
internal_count=4780 738 432 306 74 232 172 63 343 304 82
is_linear=0
shrinkage=0.06


Tree=1506
num_leaves=12
num_cat=0
split_feature=51 31 93 58 41 44 24 8 46 9 88
split_gain=0.00258817 0.00275791 0.00570347 0.00905751 0.0105478 0.0105168 0.0252397 0.0081984 0.00627047 0.0058705 0.00805542
threshold=0.027182282879948619 0.010500331409275534 0.00057154725072905432 0.0045489775948226461 0.00052132029668428015 0.00057154725072905432 0.0022975050378590827 0.012252715881913902 0.00064626874518580746 0.00068727668258361529 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 -4 10 -10
right_child=-2 2 7 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-1.7042548256175326e-05 0.00015507707547376593 4.507128820768757e-05 0.00085652193564761251 0.00052350297049488922 0.00027296480324225754 -0.00031875848879539667 -0.0023058710942121877 -0.0004877549989695969 -0.00085463596526126661 0.00041292596937651961 0.00016149436277618933
leaf_weight=8301.3809587955475 372.17152392864227 81.597826361656189 63.742886066436768 71.232406377792358 100.56284558773041 87.977267742156982 31.082210063934326 52.26738715171814 35.522525787353516 229.80038857460022 132.66145718097687
leaf_count=4107 214 25 17 48 34 55 28 39 32 110 71
internal_value=0 -6.30016e-06 9.42905e-05 -8.44852e-05 -0.000228388 -0.00047966 -0.000839023 0.000223827 0.000304466 0.000215853 -5.35052e-05
internal_weight=0 9187.83 886.447 372.453 301.22 200.657 119.059 513.995 461.727 397.984 168.184
internal_count=4780 4566 459 190 142 108 83 269 230 213 103
is_linear=0
shrinkage=0.06


Tree=1507
num_leaves=12
num_cat=0
split_feature=9 138 131 138 24 128 46 84 30 75 91
split_gain=0.00241349 0.00376093 0.00575916 0.00502564 0.00893893 0.0108791 0.020373 0.0217545 0.00847853 0.0109828 0.0157223
threshold=0.0020932231564074759 0.035692447796463973 0.00070876078098081063 0.0079489401541650313 0.0020292587578296666 0.0035485138650983576 0.0081988852471113222 0.00093549740267917525 0.0031340263085439806 0.0062037324532866487 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 8 6 7 -6 -5 10 -10
right_child=-2 2 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-2.1350160502999067e-06 8.9455337454095418e-05 -0.00039741617736538116 0.00035559984970315539 0.00034143712383996263 -0.0027447301090255949 -0.00013349382087422048 0.00024713770782679872 -0.00056758926775784494 -0.0015752141981165443 4.6879181567225524e-07 7.1209729724704506e-05
leaf_weight=7565.4361054897308 974.61182343959808 44.496834635734558 203.15849423408508 160.88181746006012 29.972131133079529 151.72015380859375 34.506124258041382 36.81995952129364 43.386755704879761 274.85928761959076 40.150196313858032
leaf_count=3824 498 32 86 56 27 72 23 17 31 94 20
internal_value=0 -1.01739e-05 0.000220198 -1.70192e-05 -0.000162806 -0.000455162 -0.000936336 -0.0015472 -2.02948e-05 -0.000182724 -0.000784758
internal_weight=0 8585.39 247.655 8337.73 772.296 253.018 101.298 66.7921 519.278 358.396 83.537
internal_count=4780 4282 118 4164 340 139 67 44 201 145 51
is_linear=0
shrinkage=0.06


Tree=1508
num_leaves=12
num_cat=0
split_feature=4 2 92 79 1 38 23 101 140 27 59
split_gain=0.00244221 0.00882347 0.00674303 0.0144642 0.0129961 0.0236368 0.0111206 0.022055 0.0144913 0.013629 0.0132
threshold=0.0005375427135732026 0.060991313308477409 0.00244467705488205 0.00017767510871635753 0.016164712607860569 0.00064626874518580746 0.011169348377734424 0.010829726699739696 0.010180860292166473 0.0013560238294303419 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 8 -8 -1 10 -10
right_child=-2 -3 3 -5 5 -7 7 -9 9 -11 -12
leaf_value=-6.0761208923527001e-05 -2.1949833512355042e-05 0.00074143673128576604 0.00049102021914126687 2.4139442212104974e-05 -0.0017825465652513072 0.00038143458627864618 9.01754220212421e-05 0.0014093652269420258 -0.00058325196307419701 0.0001267994168457596 -0.0026054259224806836
leaf_weight=1167.3112202882767 6276.9529768228531 63.55553126335144 307.69326853752136 1067.0294069051743 41.072920441627502 32.473321199417114 479.11381089687347 50.328261494636536 24.421736478805542 27.845650672912598 22.201578617095947
leaf_count=615 3019 33 164 557 37 5 278 13 22 17 20
internal_value=0 4.19137e-05 2.8082e-05 0.000128666 -4.68761e-05 -0.00082785 -1.44029e-05 0.000215819 -0.000112569 -0.000923494 -0.00154971
internal_weight=0 3283.05 3219.49 1374.72 1844.77 73.5462 1771.22 529.442 1241.78 74.469 46.6233
internal_count=4780 1761 1728 721 1007 42 965 291 674 59 42
is_linear=0
shrinkage=0.06


Tree=1509
num_leaves=12
num_cat=0
split_feature=98 52 8 110 8 52 143 21 116 95 52
split_gain=0.00246313 0.0054231 0.00551869 0.00447395 0.0049619 0.0051469 0.00452114 0.00408184 0.0040764 0.013429 0.015505
threshold=0.049604203552007682 0.012636432424187662 0.0027679565828293566 0.0011261500185355546 0.0053125319536775359 0.0020292587578296666 0.011519505176693203 0.0013986918493174019 0.00017767510871635753 0.0011261500185355546 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 5 -2 -7 -5 9 -1 -11
right_child=1 2 -4 7 -6 6 -8 -9 -10 10 -12
leaf_value=2.825967989348732e-05 0.00025405977879330372 7.1966111801334651e-05 -0.00059877209280789821 0.00029622488186201916 4.4759214391465657e-05 0.0012340017780477 0.00037658865805824241 -0.00025487809911749106 6.1284016875424436e-06 -0.0010347734963146121 -0.00015472926830917584
leaf_weight=700.68930983543396 111.38260269165039 125.26561427116394 68.089524388313293 84.740708351135254 123.68714833259583 51.250985622406006 39.133794784545898 112.49268162250519 7811.1523087024689 105.64485323429108 226.47015178203583
leaf_count=324 68 32 29 44 71 30 11 69 3916 79 107
internal_value=0 0.000107008 -0.00016442 0.000207427 0.000344047 0.000527403 0.000863595 -1.80683e-05 -8.6843e-06 -0.000120703 -0.000434896
internal_weight=0 716.043 193.355 522.688 325.455 201.767 90.3848 197.233 8843.96 1032.8 332.115
internal_count=4780 354 61 293 180 109 41 113 4426 510 186
is_linear=0
shrinkage=0.06


Tree=1510
num_leaves=12
num_cat=0
split_feature=112 99 72 145 134 101 145 90 2 21 6
split_gain=0.00252307 0.00307323 0.00320557 0.00445947 0.0039956 0.00341204 0.00384082 0.00287832 0.00385211 0.00451006 0.00344985
threshold=0.0079489401541650313 0.023343417793512348 0.0062037324532866487 0.00044738779251929378 0.000490355829242617 0.00064626874518580746 0.0020932231564074759 0.0020932231564074759 0.0022272822679951791 0.0042751494329422721 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 6 -5 10 9 -9 -1
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-8.8888878792554426e-06 -0.00027640982220246933 0.00072801321792546306 -0.00028747952933151611 0.0013646853405147527 -0.0001268698564184862 0.00021038080596667166 0.00045210934035398574 0.00013730682203150123 -9.7431371435662077e-05 0.00080052568874261812 -0.00040393718676111535
leaf_weight=8792.6260104179382 63.461853861808777 29.972131133079529 64.571932792663574 23.311657547950745 64.478255391120911 118.13675367832184 57.724104404449463 104.90948390960693 103.70572757720947 56.895057678222656 80.206715226173401
leaf_count=4307 41 27 42 21 50 66 52 46 53 27 48
internal_value=0 0.000143462 9.8557e-05 0.000174825 0.000283503 0.00041635 0.00071599 -6.63853e-06 0.000187984 0.000370864 -1.24645e-05
internal_weight=0 421.657 391.685 327.113 263.651 199.173 81.0358 9138.34 265.51 161.805 8872.83
internal_count=4780 299 272 230 189 139 73 4481 126 73 4355
is_linear=0
shrinkage=0.06


Tree=1511
num_leaves=12
num_cat=0
split_feature=69 18 14 107 71 131 5 29 146 15 3
split_gain=0.00247301 0.00358308 0.00271594 0.008559 0.00762656 0.0113465 0.0103651 0.0164103 0.0148354 0.0178706 0.0368136
threshold=0.04673989117145539 0.00075379351619631063 0.0019672545604407792 0.020035739988088611 0.0068083447404205808 0.015200819820165636 0.0037758676335215573 0.013439828064292671 0.0056525857653468856 0.011169348377734424 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 8 9 10 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-2.8501159102240514e-05 0.00056136080636943542 -5.6847895010234077e-05 -4.9319141695782799e-05 0.00080775679170778068 -0.0010460825790680401 -0.00047481428258559533 -0.00015515999769981101 0.00077012008169083184 -6.9080156325650486e-05 -0.00051481157258922983 0.00082276721167544461
leaf_weight=5910.7721347808838 67.99584698677063 66.885768055915833 2002.8025176525116 51.157308220863342 43.293078303337097 103.33101797103882 270.49859941005707 187.61738920211792 490.5893098115921 62.258097529411316 302.79861569404602
leaf_count=2964 37 36 923 38 39 85 179 72 256 48 103
internal_value=0 0.000254985 -3.66608e-06 3.81036e-05 2.67115e-05 0.000130978 0.000177136 0.000259868 0.0001533 0.000420418 0.000588756
internal_weight=0 134.882 9425.12 3514.35 3463.19 1460.39 1357.06 1086.56 898.939 408.35 346.092
internal_count=4780 73 4707 1743 1705 782 697 518 446 190 142
is_linear=0
shrinkage=0.06


Tree=1512
num_leaves=12
num_cat=0
split_feature=49 138 70 46 125 7 75 95 148 44 146
split_gain=0.00239339 0.00449851 0.00571355 0.0040534 0.00315339 0.0122867 0.0196188 0.0127989 0.0122414 0.0105995 0.0181908
threshold=0.0049928687512874612 0.0066005610860884198 0.0013986918493174019 0.0053125319536775359 0.0041444667149335155 0.00093549740267917525 0.001792412775103003 0.00077738583786413084 0.0051502294372767219 0.0010918468469753864 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 9 7 -7 -9 10 -6
right_child=1 3 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=-3.0404710774580054e-05 -0.00069883215281003387 0.00012303731345287202 0.00014931449739190829 0.00075942753005444946 0.00027515809115037242 -3.441590263834436e-05 4.7726302535127482e-06 -0.0022485920005431721 -0.00068319243868035279 0.00034678604168570369 -0.00053701159329646317
leaf_weight=6135.1017562150955 37.836361050605774 81.316794157028198 116.01027321815491 64.665610194206238 260.1472293138504 53.564820885658264 1875.6914551258087 27.751973271369934 51.157308220863342 696.34267151355743 160.4134304523468
leaf_count=3158 26 49 56 34 105 24 857 25 38 312 96
internal_value=0 0.000166799 -5.95934e-05 0.000405265 -5.41579e-06 4.36416e-05 -4.50841e-05 -0.000750473 -0.00123588 0.000203158 -3.46798e-05
internal_weight=0 299.829 153.847 145.982 9260.17 3125.07 2008.17 132.474 78.9093 1116.9 420.561
internal_count=4780 165 82 83 4615 1457 944 87 63 513 201
is_linear=0
shrinkage=0.06


Tree=1513
num_leaves=12
num_cat=0
split_feature=51 59 114 35 94 35 52 83 129 11 103
split_gain=0.00238113 0.00297932 0.00509329 0.00254861 0.00783183 0.00700054 0.00870552 0.00972722 0.0145842 0.0143431 0.0256699
threshold=0.045367386192083366 0.00080172589514404546 0.0016846025246195497 0.00057154725072905432 0.012252715881913902 0.00017767510871635753 0.00017767510871635753 0.057509137317538268 0.00017767510871635753 0.00044738779251929378 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 8 9 -8 -11
right_child=1 2 -4 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.00038647670463996684 0.00076466299564753148 0.00042183909395862199 -0.00044665310412227399 -1.8610951433134886e-05 0.00072016937150540922 0.00019799607813354416 6.2879216755805869e-05 0.00016114977935119827 8.0845387416948974e-05 -0.0010206534520654296 0.00054720315302217936
leaf_weight=140.33833229541779 31.082210063934326 64.571932792663574 38.852762579917908 7652.3173441886902 62.539129734039307 620.29523980617523 114.71283948421478 302.61126089096069 274.67193281650543 212.39978539943695 45.606913566589355
leaf_count=86 28 42 35 3781 24 292 71 119 110 159 33
internal_value=0 0.000250557 9.5463e-05 -3.59218e-06 6.12202e-05 3.7089e-05 -5.44608e-05 -0.000119632 -0.000250883 -0.000495302 -0.000743404
internal_weight=0 134.507 103.425 9425.49 1773.18 1710.64 1090.34 950.003 647.391 372.72 258.007
internal_count=4780 105 77 4675 894 870 578 492 373 263 192
is_linear=0
shrinkage=0.06


Tree=1514
num_leaves=12
num_cat=0
split_feature=85 88 19 60 15 15 81 95 0 8 81
split_gain=0.00231366 0.00816123 0.00948644 0.011052 0.00857758 0.0141276 0.0187103 0.0128982 0.0125032 0.00826943 0.00853477
threshold=0.0025217677466571335 0.0028552538715302949 0.011880517937242987 0.0013146653072908523 0.011169348377734424 0.0068083447404205808 0.016668972559273246 0.0027679565828293566 0.035692447796463973 0.0021592099219560628 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 5 6 -3 -6 -8 -2 -11
right_child=1 4 3 -5 7 -7 8 -9 -10 10 -12
leaf_value=-1.7385341921658823e-05 0.00038295639747635722 1.0979031031477819e-05 0.001330017482687415 0.00026929932992964548 -0.00016719794323588776 0.00048861470296953822 -0.0016042293161933141 -0.0014218908483915127 -3.0325336375770282e-06 -0.00036763599321191695 0.00023297481667040166
leaf_weight=7100.1912562847137 229.89406597614288 1242.9979922771454 53.564820885658264 103.8930823802948 171.7015745639801 207.41145515441895 44.496834635734558 35.522525787353516 28.955729603767395 179.28477227687836 162.08557379245758
leaf_count=3607 102 570 24 37 90 106 32 32 18 113 49
internal_value=0 5.01353e-05 0.000218565 0.000630755 -2.07758e-05 2.84846e-05 -4.40421e-05 -0.000382861 -0.000973884 0.000104862 -8.24761e-05
internal_weight=0 2459.81 728.722 157.458 1731.09 1523.86 1316.45 207.224 73.4526 571.264 341.37
internal_count=4780 1173 325 61 848 726 620 122 50 264 162
is_linear=0
shrinkage=0.06


Tree=1515
num_leaves=12
num_cat=0
split_feature=95 139 146 26 142 20 103 52 107 127 0
split_gain=0.00233514 0.00482222 0.00352644 0.00340192 0.0059527 0.00416458 0.00622675 0.011229 0.0256676 0.0200669 0.0238066
threshold=0.020658296532928947 0.00060774214216507982 0.011519505176693203 0.0026833302108570938 0.015675474889576439 0.0042751494329422721 0.00017767510871635753 0.00899649551138282 0.0016331639490090313 0.0042751494329422721 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 6 -1 -8 -9 10 -10
right_child=1 -3 -4 4 -6 -7 7 8 9 -11 -12
leaf_value=-6.391941632002979e-06 0.00024162658612395137 -0.00056199318152181754 -0.00010145121906973561 9.1544985761242507e-05 0.00090644893172265825 8.5205361152121509e-05 -3.4544877250245597e-05 0.00019419661682257622 0.00040023641543546472 -0.0018550214078025676 -0.00096691601359155178
leaf_weight=5948.5429182052612 430.36401534080505 35.709880590438843 143.8559238910675 343.30947172641754 35.522525787353516 1260.1035133600235 947.3938148021698 157.64525806903839 68.276879191398621 50.047229290008545 139.22825336456299
leaf_count=2804 226 16 73 188 32 642 619 45 13 37 85
internal_value=0 0.000113572 0.000155675 -7.7533e-06 0.000168176 -1.55309e-05 -3.28941e-05 -0.000148583 -0.000408725 -0.000777699 -0.000517096
internal_weight=0 609.93 574.22 8950.07 378.832 8571.24 7311.13 1362.59 415.198 257.552 207.505
internal_count=4780 315 299 4465 220 4245 3603 799 180 135 98
is_linear=0
shrinkage=0.06


Tree=1516
num_leaves=12
num_cat=0
split_feature=99 0 121 15 34 146 19 131 137 19 81
split_gain=0.00264632 0.00315078 0.00959646 0.00627865 0.00940511 0.00832412 0.0083232 0.00611831 0.00505985 0.00463559 0.0113967
threshold=0.023343417793512348 0.035692447796463973 0.0021592099219560628 0.0027679565828293566 0.00899649551138282 0.0051502294372767219 0.0022272822679951791 0.00082683752407319855 0.00085274505545385193 0.011880517937242987 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -5 -3 -7 -6 -8 10 -1
right_child=-2 2 -4 4 7 6 8 -9 -10 -11 -12
leaf_value=-7.5728804576434322e-06 0.00010740752744902463 0.00097885102801239122 -0.0007513322612983746 -0.00082734888295494342 -0.00029367786853424442 0.00061914745709625127 -0.00060950442101348381 0.00052629761781202062 0.00021208073706769062 7.0891865699553827e-05 -0.00022809175608244316
leaf_weight=5634.3343812227249 759.88415288925171 67.07312285900116 39.962841510772705 43.293078303337097 55.691301345825195 95.106128334999084 47.920748829841614 79.283991098403931 61.522728204727173 1683.7274276018143 992.19978141784668
leaf_count=2909 442 20 36 39 34 21 27 31 15 773 433
internal_value=0 -9.28866e-06 0.000138569 0.000217766 -5.89021e-05 0.000399301 0.000208878 0.000188006 -0.000147885 -1.80058e-05 -4.05944e-05
internal_weight=0 8800.12 489.854 449.891 178.268 271.623 204.55 134.975 109.443 8310.26 6626.53
internal_count=4780 4338 223 187 104 83 63 65 42 4115 3342
is_linear=0
shrinkage=0.06


Tree=1517
num_leaves=12
num_cat=0
split_feature=9 107 105 4 98 93 63 5 53 38 4
split_gain=0.00249171 0.00411546 0.00707822 0.0107111 0.00405344 0.00440769 0.00367483 0.00565536 0.00468411 0.00395954 0.00383151
threshold=0.0020932231564074759 0.00073092587990686308 0.0092791137285530585 0.00060774214216507982 0.015675474889576439 0.0023699469165876512 0.00244467705488205 0.0016846025246195497 0.01884530205279589 0.000490355829242617 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 9 8 10 -3 -8
right_child=1 4 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-1.0332362038113856e-05 1.7400725193096796e-05 0.00073069504515109105 0.00015615092579373185 -0.0013366368832663034 -0.00079935634575518033 4.6114415472162011e-05 -0.00022731077016051272 0.00052933922321462721 -0.0005866319307438687 0.00013425178705792773 0.00021651548508837897
leaf_weight=8585.3878601789474 49.030827760696411 88.070945143699646 115.27490389347076 36.726282119750977 29.972131133079529 84.740708351135254 95.747820258140564 101.57924711704254 40.056518912315369 73.546241641044617 259.86619710922241
leaf_count=4282 28 47 23 25 27 44 62 43 28 42 129
internal_value=0 9.08985e-05 -0.000150909 -0.00056336 0.000153749 -0.000175294 0.000211055 0.000130221 2.76483e-05 0.000459526 9.69865e-05
internal_weight=0 974.612 201.032 85.7571 773.58 114.713 658.867 497.25 395.671 161.617 355.614
internal_count=4780 498 76 53 422 71 351 262 219 89 191
is_linear=0
shrinkage=0.06


Tree=1518
num_leaves=12
num_cat=0
split_feature=99 130 64 1 110 86 75 3 128 118 39
split_gain=0.002401 0.00345324 0.00381991 0.00987615 0.00556123 0.00621642 0.00358905 0.00692759 0.0100398 0.00810357 0.00710958
threshold=0.023343417793512348 0.0036604277556762104 0.0010585968848317864 0.0063990866765379914 0.0025217677466571335 0.0026833302108570938 0.023343417793512348 0.00899649551138282 0.0022272822679951791 0.0012745757703669371 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1 8 10 -9 -8
right_child=-2 -3 3 -5 -6 -7 7 9 -10 -11 -12
leaf_value=-2.4488041262059704e-05 0.00010230810105808667 -0.00045676825960561665 2.296263373648995e-05 0.00068978447745658396 0.00049300227722012119 -0.000767943984744465 -0.0004988437406323403 7.4106072861127489e-05 0.00046863646388222569 -0.00086918569254200711 0.00039485772801734793
leaf_weight=7812.168710231781 759.88415288925171 61.429050803184509 150.70375227928162 100.65652298927307 60.318971872329712 46.810669898986816 84.64703094959259 109.34979963302612 275.87568914890289 46.716992497444153 51.438340425491333
leaf_count=3925 442 23 63 26 22 26 52 50 103 34 14
internal_value=0 -8.84766e-06 -5.69379e-06 0.000186076 -1.07595e-05 -0.000164775 -1.38995e-05 0.000131705 0.000260658 -0.000208634 -0.000160995
internal_weight=0 8800.12 8738.69 358.49 257.833 197.514 8380.2 568.028 411.961 156.067 136.085
internal_count=4780 4338 4315 137 111 89 4178 253 169 84 66
is_linear=0
shrinkage=0.06


Tree=1519
num_leaves=12
num_cat=0
split_feature=93 70 19 82 43 51 102 96 66 99 33
split_gain=0.00268339 0.00480997 0.00909935 0.00848395 0.0151613 0.0188211 0.0120301 0.0244436 0.0256321 0.0333109 0.0573866
threshold=0.010829726699739696 0.00082683752407319855 0.02636832278221846 0.00073092587990686308 0.00099512818269431613 0.0034400182776153092 0.013439828064292671 0.0026833302108570938 0.00096484774257987748 0.010500331409275534 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 9 10 -3
right_child=-2 3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=8.3489305849191008e-06 7.6960653249970632e-05 -0.0022871875013409965 0.0003839852263234379 -2.0240772405187389e-06 -0.0015476333277713757 -8.6785008368524938e-05 0.00033014468355542303 5.2750411965110423e-05 0.00014693099444839698 0.00041928868335954145 -0.00021956412323537682
leaf_weight=4177.400287270546 1392.8445980548859 101.01718270778656 245.71620321273804 2567.0036467313766 63.27449905872345 63.649208664894104 176.42292249202728 513.72766244411469 114.99387168884277 51.344663023948669 92.604938268661499
leaf_count=1928 802 91 92 1407 57 25 70 196 47 22 43
internal_value=0 -1.31386e-05 2.92248e-05 -6.31851e-05 -0.00019656 -0.000815698 -0.000121656 -0.000212915 -0.000591977 -0.000938758 -0.00129892
internal_weight=0 8167.16 4423.12 3744.04 1177.03 126.924 1050.11 873.688 359.961 244.967 193.622
internal_count=4780 3978 2020 1958 551 82 469 399 203 156 134
is_linear=0
shrinkage=0.06


Tree=1520
num_leaves=12
num_cat=0
split_feature=15 96 25 11 116 113 113 141 80 105 148
split_gain=0.00249778 0.0109743 0.00899052 0.00539673 0.00319233 0.00656908 0.00796154 0.0103176 0.0077795 0.00733167 0.00721408
threshold=0.099488973617553725 0.00066645268816500913 0.00042089859198313212 0.00044738779251929378 0.012636432424187662 0.0020932231564074759 0.0030382014811038975 0.013439828064292671 0.01884530205279589 0.011169348377734424 0.032603342086076743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 8 7 -7 10 -8 -6
right_child=1 2 -4 -5 5 6 9 -9 -10 -11 -12
leaf_value=-1.7725703480836708e-05 0.00013306639574916449 -0.0010241415877241793 0.00030449618178057764 0.0010547553659154005 4.1843870947681419e-05 -0.001198764972077067 -5.9898425360594005e-05 9.1413584391734481e-05 0.00086045362098753208 0.00049607699969589228 0.00060529387372316654
leaf_weight=8155.7592141628265 39.962841510772705 34.412446856498718 39.040117383003235 53.471143484115601 400.76659381389618 45.606913566589355 477.17468523979187 43.574110507965088 63.649208664894104 103.8930823802948 102.68932604789734
leaf_count=4089 36 31 19 32 167 33 252 15 25 37 44
internal_value=0 0.000230006 -0.000318515 0.000661102 -4.10109e-06 8.56969e-05 -4.14693e-05 -0.000568984 0.000235972 3.95765e-05 0.000156868
internal_weight=0 166.887 73.4526 93.434 9393.11 1237.35 670.249 89.181 567.105 581.068 503.456
internal_count=4780 118 50 68 4662 573 337 48 236 289 211
is_linear=0
shrinkage=0.06


Tree=1521
num_leaves=12
num_cat=0
split_feature=110 18 24 98 117 117 133 118 0 79 95
split_gain=0.0023759 0.00561253 0.00468815 0.0032958 0.00477576 0.0100378 0.00523096 0.00565628 0.00401175 0.0110244 0.0251052
threshold=0.015675474889576439 0.0037758676335215573 0.00017767510871635753 0.049604203552007682 0.0019672545604407792 0.0042751494329422721 0.0062037324532866487 0.00042089859198313212 0.0023699469165876512 0.00068727668258361529 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 -5 -6 -7 -8 -1 10 -10
right_child=1 -3 -4 4 5 6 7 -9 9 -11 -12
leaf_value=-7.3421034407992081e-05 -0.00060449177400915481 0.0007311719984615493 0.00010759424225933564 0.00067497634023685148 -0.00068779600037012154 0.00024490586315148525 7.9382908814015248e-05 -0.00075423791286267428 -0.00026999994362443796 -2.2346227108471182e-05 0.00046500137649267584
leaf_weight=3015.7987166643143 35.522525787353516 48.937150359153748 507.1468163728714 51.157308220863342 56.801380276679993 453.12765836715698 94.918773531913757 42.276676774024963 248.48437559604645 4494.2271196842194 511.60118198394775
leaf_count=1496 32 36 279 38 35 198 37 30 143 2270 186
internal_value=0 0.000116439 6.08791e-05 -7.69336e-06 0.000117471 7.33012e-05 0.000146639 -0.000177859 -1.82629e-05 1.33969e-05 0.000224714
internal_weight=0 591.606 542.669 8968.39 698.282 647.124 590.323 137.195 8270.11 5254.31 760.086
internal_count=4780 347 311 4433 338 300 265 67 4095 2599 329
is_linear=0
shrinkage=0.06


end of trees

feature_importances:
Column_99=230
Column_142=212
Column_81=207
Column_117=206
Column_52=198
Column_34=195
Column_51=195
Column_108=194
Column_60=193
Column_46=188
Column_92=188
Column_112=187
Column_94=185
Column_11=180
Column_95=179
Column_141=179
Column_58=178
Column_146=177
Column_4=171
Column_19=170
Column_107=169
Column_93=163
Column_20=160
Column_71=160
Column_116=160
Column_59=158
Column_101=156
Column_125=156
Column_98=154
Column_1=149
Column_124=149
Column_143=149
Column_10=147
Column_77=147
Column_0=146
Column_145=146
Column_53=145
Column_63=143
Column_78=143
Column_83=142
Column_40=141
Column_118=140
Column_5=139
Column_24=139
Column_47=139
Column_80=139
Column_9=137
Column_39=133
Column_37=132
Column_102=131
Column_45=130
Column_110=130
Column_148=130
Column_100=126
Column_35=125
Column_86=125
Column_33=122
Column_15=121
Column_50=121
Column_133=121
Column_29=120
Column_61=120
Column_65=119
Column_70=119
Column_82=119
Column_31=118
Column_105=118
Column_127=118
Column_27=117
Column_106=117
Column_23=114
Column_8=113
Column_129=113
Column_25=112
Column_38=112
Column_44=112
Column_68=112
Column_17=111
Column_114=111
Column_75=110
Column_96=110
Column_109=110
Column_14=108
Column_87=107
Column_131=106
Column_21=105
Column_18=104
Column_54=104
Column_88=104
Column_140=102
Column_144=102
Column_7=100
Column_91=100
Column_128=100
Column_79=99
Column_138=97
Column_104=96
Column_115=95
Column_135=95
Column_147=94
Column_72=93
Column_113=93
Column_26=92
Column_32=91
Column_12=88
Column_85=87
Column_3=85
Column_42=85
Column_28=84
Column_150=84
Column_36=82
Column_73=81
Column_137=79
Column_122=78
Column_136=78
Column_69=77
Column_67=74
Column_149=74
Column_30=72
Column_97=71
Column_43=70
Column_132=69
Column_84=68
Column_2=67
Column_123=66
Column_89=64
Column_121=62
Column_62=59
Column_76=56
Column_22=50
Column_103=48
Column_74=47
Column_126=47
Column_49=46
Column_90=40
Column_16=36
Column_66=32
Column_119=32
Column_130=32
Column_13=31
Column_56=31
Column_55=30
Column_41=28
Column_57=24
Column_120=24
Column_134=24
Column_111=23
Column_64=20
Column_48=17
Column_139=17
Column_6=16

parameters:
[boosting: gbdt]
[objective: regression]
[metric: neg_root_mean_squared_error,neg_mean_absolute_error,rmse,l1]
[tree_learner: serial]
[device_type: cpu]
[linear_tree: 0]
[data: ]
[valid: ]
[num_iterations: 10000]
[learning_rate: 0.06]
[num_leaves: 12]
[num_threads: -1]
[deterministic: 0]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 19053]
[feature_fraction: 1]
[feature_fraction_bynode: 0.3]
[feature_fraction_seed: 13104]
[extra_trees: 0]
[extra_seed: 3265]
[early_stopping_round: 30]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0.1]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 23075]
[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: 30]
[max_bin_by_feature: ]
[min_data_in_bin: 5]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 440]
[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: 32363]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[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]
[num_gpu: 1]

end of parameters

pandas_categorical:null
