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-0.040684962343101996 -0.04271571785151209 -0.040616470662544348 leaf_weight=176.20738023519516 51.098577708005905 339.53665333986282 112.39028115570545 leaf_count=430 191 2016 412 internal_value=-0.042274 -0.0424497 -0.0399237 internal_weight=0 390.635 288.598 internal_count=3049 2207 842 is_linear=0 shrinkage=0.0302493 Tree=1 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=2561.57 413.197 204.892 threshold=0.078120000000000009 -0.24404999999999996 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026027331191239545 0.0014067434594524357 -0.00045749853727035194 0.0015527505188241988 leaf_weight=178.47599560022354 51.599045291543007 337.87498441338539 116.62060141563416 leaf_count=407 192 2032 415 internal_value=0 -0.000210183 0.00218853 internal_weight=0 389.474 295.097 internal_count=3046 2224 822 is_linear=0 shrinkage=0.000614178 Tree=2 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=2627.53 444.933 442.254 threshold=0.099470000000000017 0.079600000000000018 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011061623116664112 -0.00064909434117428654 -0.00062636483546409994 0.0026500636268528377 leaf_weight=89.167352393269539 20.372626423835754 312.76873968541622 282.41982959210873 leaf_count=346 124 1925 677 internal_value=0 -0.000241812 0.00242793 internal_weight=0 401.936 302.792 internal_count=3072 2271 801 is_linear=0 shrinkage=0.000684528 Tree=3 num_leaves=4 num_cat=0 split_feature=1 52 123 split_gain=2457.67 413.123 302.347 threshold=0.099250000000000019 -0.40306999999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026240609929945464 -0.00055300867154014328 0.0016228363107609184 0.0013721871165915959 leaf_weight=373.67584173381329 18.502299726009369 305.02817161381245 24.036350220441818 leaf_count=2201 118 704 65 internal_value=0 0.00149825 -0.000163259 internal_weight=0 323.53 397.712 internal_count=3088 822 2266 is_linear=0 shrinkage=0.000447708 Tree=4 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=2328.34 354.017 241.207 threshold=0.094655000000000017 -0.32783999999999996 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00096456901550627213 -0.00052157897727980924 0.0018141823403874683 -0.00043601866865044484 leaf_weight=41.938179135322571 20.78619122505188 346.8834989964962 325.91736933588982 leaf_count=176 129 813 1976 internal_value=0 0.00168201 -0.000276097 internal_weight=0 367.67 367.856 internal_count=3094 942 2152 is_linear=0 shrinkage=0.00055034 Tree=5 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=2104.69 320.226 187.21 threshold=0.09258000000000001 -0.28763999999999995 0.080020000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00057028017465477355 -0.00056788667172260319 0.001788889012965226 -0.00055232668878527579 leaf_weight=64.177663132548332 21.53418505191803 368.38976739346981 287.59525616466999 leaf_count=273 135 878 1823 internal_value=0 0.00165861 -0.000347401 internal_weight=0 389.924 351.773 internal_count=3109 1013 2096 is_linear=0 shrinkage=0.000594697 Tree=6 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=1947.48 642.419 153.007 threshold=0.056995000000000011 0.29587000000000002 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020788522190460612 -0.00044135839014940376 0.0022259850127772335 0.0012451152051917848 leaf_weight=213.68242037296295 356.0599482357502 35.833696246147156 127.96745765209198 leaf_count=419 2167 74 420 internal_value=0 -0.000196898 0.00176708 internal_weight=0 391.894 341.65 internal_count=3080 2241 839 is_linear=0 shrinkage=0.000601327 Tree=7 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1951.8 403.162 273.952 threshold=0.099115000000000023 0.080020000000000022 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00086322319246210808 -0.00059155841896041189 -0.00049626776497068413 0.0017561940546620991 leaf_weight=91.356802344322205 16.754979491233826 303.89051641523838 342.33219419419765 leaf_count=336 109 1926 723 internal_value=0 -0.000181882 0.0016465 internal_weight=0 395.247 359.087 internal_count=3094 2262 832 is_linear=0 shrinkage=0.000567738 Tree=8 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1753.1 406.186 277.704 threshold=0.10100500000000003 0.079600000000000018 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00081758898022915312 -0.00069717256547547073 -0.00048493547236837215 0.0017128254197599083 leaf_weight=106.19435538351536 16.486694678664207 306.22189973294735 332.52654460072517 leaf_count=385 111 1953 673 internal_value=0 -0.000149413 0.00159879 internal_weight=0 412.416 349.013 internal_count=3122 2338 784 is_linear=0 shrinkage=0.000574131 Tree=9 num_leaves=4 num_cat=0 split_feature=3 4 52 split_gain=1430.26 716.884 151.901 threshold=-0.049374999999999995 0.29587000000000002 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032415222880648686 -0.00041772298901359718 0.0017944388879752341 0.0014931554873539997 leaf_weight=355.72338669002056 12.221354052424429 51.93635618686676 329.70934523642063 leaf_count=2152 68 98 754 internal_value=0 -5.38225e-05 0.00142474 internal_weight=0 407.66 341.931 internal_count=3072 2250 822 is_linear=0 shrinkage=0.00053319 Tree=10 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=1781.26 255.822 214.585 threshold=0.094655000000000017 -0.32783999999999996 0.080020000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00057662414964567029 -0.00050922534202628932 0.001515232235216014 -0.00048434834413049087 leaf_weight=72.615649312734604 19.961328655481339 384.4548564106226 288.83835873007774 leaf_count=285 129 810 1882 internal_value=0 0.00141519 -0.000271088 internal_weight=0 404.416 361.454 internal_count=3106 939 2167 is_linear=0 shrinkage=0.000552048 Tree=11 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1862.53 394.066 281.988 threshold=0.099115000000000023 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00089504943976524156 -0.00068331026297617037 -0.00060767744442180994 0.0019178859030426856 leaf_weight=97.966594219207764 18.409001424908638 293.47340206801891 357.99403591454029 leaf_count=357 122 1913 723 internal_value=0 -0.000231438 0.0017905 internal_weight=0 391.44 376.403 internal_count=3115 2270 845 is_linear=0 shrinkage=0.00064906 Tree=12 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=1663.16 279.515 205.054 threshold=0.092770000000000005 0.040165000000000006 0.053965000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043251025845623313 0.0015894120630789276 0.00056622503111798022 0.0013337615043579403 leaf_weight=311.006960734725 310.46473151445389 108.79129028320312 21.042110756039619 leaf_count=1965 579 419 75 internal_value=0 0.00132413 -0.000320169 internal_weight=0 419.256 332.049 internal_count=3038 998 2040 is_linear=0 shrinkage=0.000548903 Tree=13 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=1457.69 212.345 210.718 threshold=0.09258000000000001 -0.11550499999999998 -0.049374999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00089205453903007847 0.00065662687036900614 -0.00044010685820695266 0.0015126331862056613 leaf_weight=41.807909056544304 124.9179318100214 296.80845905840397 302.98725542426109 leaf_count=178 449 1894 565 internal_value=0 -0.000275389 0.00126298 internal_weight=0 338.616 427.905 internal_count=3086 2072 1014 is_linear=0 shrinkage=0.000554038 Tree=14 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=1363.33 523.798 85.5998 threshold=0.080020000000000022 0.29587000000000002 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014382507983050799 -0.00038754794094401749 0.0015995195677877088 0.00092203179104355468 leaf_weight=241.50470133125782 339.86845967173576 41.885981574654579 146.28240783512592 leaf_count=428 2153 76 419 internal_value=0 -0.000169122 0.00124384 internal_weight=0 381.754 387.787 internal_count=3076 2229 847 is_linear=0 shrinkage=0.00053082 Tree=15 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=1393.8 223.592 200.8 threshold=0.094405000000000003 -0.25491999999999998 0.078120000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047463987101101115 -0.00041455374676549955 0.0011505440898058883 -0.0004337266703147294 leaf_weight=72.767156004905701 22.748403981328011 406.85177856683731 274.05529128015041 leaf_count=275 139 808 1856 internal_value=0 0.00106758 -0.00024305 internal_weight=0 429.6 346.822 internal_count=3078 947 2131 is_linear=0 shrinkage=0.000486367 Tree=16 num_leaves=4 num_cat=0 split_feature=3 4 13 split_gain=1148.3 558.528 121.546 threshold=-0.049374999999999995 0.31595000000000006 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029511013881063281 0.0013996717559181845 0.0015397579652854868 0.00078101634596906258 leaf_weight=347.34120547771454 249.37996001541615 50.188259840011597 127.72462570667267 leaf_count=2133 458 90 389 internal_value=0 -6.30889e-05 0.00119043 internal_weight=0 397.529 377.105 internal_count=3070 2223 847 is_linear=0 shrinkage=0.000514645 Tree=17 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1358.74 306.098 200.096 threshold=0.099470000000000017 0.078515000000000015 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062286257784967844 -0.00047737771790900668 -0.00045827010217153121 0.0012721472994866134 leaf_weight=95.326810285449028 18.829728469252586 293.57024411857128 375.2582129240036 leaf_count=329 120 1979 690 internal_value=0 -0.000193159 0.00118844 internal_weight=0 388.897 394.088 internal_count=3118 2308 810 is_linear=0 shrinkage=0.000524442 Tree=18 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1335.24 312.811 172.528 threshold=0.099250000000000019 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0006483387955627275 -0.00046001463484198846 -0.00046721017471704988 0.0013010573912220695 leaf_weight=96.862351939082146 16.670370906591415 284.69455389678478 374.98345808684826 leaf_count=331 109 1933 696 internal_value=0 -0.000183909 0.00122599 internal_weight=0 381.557 391.654 internal_count=3069 2264 805 is_linear=0 shrinkage=0.000536457 Tree=19 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1364.51 298.145 205.183 threshold=0.099470000000000017 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00059602492441789847 -0.00064490651056979607 -0.00047461153874817731 0.0012888876201018202 leaf_weight=99.144094377756119 16.124454364180565 284.71255718171597 379.25671900808811 leaf_count=345 110 1935 707 internal_value=0 -0.00019799 0.00120986 internal_weight=0 383.857 395.381 internal_count=3097 2280 817 is_linear=0 shrinkage=0.000531952 Tree=20 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=1457.26 232.174 179.381 threshold=0.09450500000000002 -0.12077499999999998 0.085865000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011856695140487641 0.0017673287200477476 -0.00047639257036321609 0.00075886747349319396 leaf_weight=41.134090721607208 319.72074007987976 315.52666643261909 100.96808414161205 leaf_count=171 572 1992 360 internal_value=0 -0.000284393 0.00152556 internal_weight=0 356.661 420.689 internal_count=3095 2163 932 is_linear=0 shrinkage=0.000658785 Tree=21 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=1283.6 246.679 118.087 threshold=0.094655000000000017 0.040165000000000006 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.5060991575055573e-05 0.0006157133302604088 -0.0001840579413924729 -0.0007992296019262514 leaf_weight=66.135149195790291 329.44692698121071 133.3942809253931 520.92014423012733 leaf_count=184 547 375 1988 internal_value=0 0.000385225 -0.000719934 internal_weight=0 462.841 587.055 internal_count=3094 922 2172 is_linear=0 shrinkage=0.000496291 Tree=22 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=1260.37 203.22 199.122 threshold=0.09450500000000002 -0.12077499999999998 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067299196721203221 -0.00059888847628648888 -0.0004469216460538792 0.0010039258429830333 leaf_weight=49.722089290618896 21.922399148344994 364.9614539295435 451.27823634445667 leaf_count=172 124 1986 822 internal_value=0 -0.000312494 0.000929547 internal_weight=0 414.684 473.201 internal_count=3104 2158 946 is_linear=0 shrinkage=0.000520158 Tree=23 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=1298.21 203.906 161.231 threshold=0.10113500000000002 -0.28763999999999995 0.080020000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019260422898847681 -0.00082495013866327798 0.00052572578232565673 -0.00081276474913300422 leaf_weight=123.94539973139763 28.362990602850914 375.13364438712597 499.07984061539173 leaf_count=347 110 663 1946 internal_value=0 0.00043058 -0.000689446 internal_weight=0 403.497 623.025 internal_count=3066 773 2293 is_linear=0 shrinkage=0.00048651 Tree=24 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=1242.26 220.373 177.807 threshold=0.10100500000000003 1.0000000180025095e-35 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049140020177469463 -0.00061093864145282564 0.00096096408798821266 0.00098439655950594354 leaf_weight=467.54136390984058 22.783957362174988 34.656750798225403 405.07789823412895 leaf_count=2230 113 68 675 internal_value=0 -0.000390981 0.000899306 internal_weight=0 502.198 427.862 internal_count=3086 2298 788 is_linear=0 shrinkage=0.000556499 Tree=25 num_leaves=4 num_cat=0 split_feature=4 39 0 split_gain=829.838 469.619 6.12481 threshold=0.28122000000000008 0.0047850000000000011 -0.23098999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035071385162234019 0.00090779133840359261 0.00096369336136175189 0.0012668861853744491 leaf_weight=579.4468355178833 20.839843660593033 122.15587323904037 199.65776810050011 leaf_count=2544 38 226 282 internal_value=0 -0.000121745 0.00123343 internal_weight=0 701.603 220.498 internal_count=3090 2770 320 is_linear=0 shrinkage=0.000609459 Tree=26 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1081.58 234.307 201.398 threshold=0.099470000000000017 0.080020000000000022 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030957195950529143 -0.00067005489677289759 -0.00055088198087705864 0.00089038021206623119 leaf_weight=114.63112345337868 24.413459375500679 382.21971766650677 394.62672246992588 leaf_count=329 122 1968 656 internal_value=0 -0.000352337 0.000799314 internal_weight=0 496.851 419.04 internal_count=3075 2297 778 is_linear=0 shrinkage=0.000528033 Tree=27 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1224.64 255.346 175.711 threshold=0.099470000000000017 0.079600000000000018 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033176201605665561 -0.0005879892805542526 -0.00057497905763130444 0.00095954542842782188 leaf_weight=119.37367434799671 22.463118642568588 373.93226216733456 420.71500836312771 leaf_count=344 112 1918 699 internal_value=0 -0.000355534 0.000880978 internal_weight=0 493.306 443.178 internal_count=3073 2262 811 is_linear=0 shrinkage=0.000539933 Tree=28 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=1289.24 236.545 167.858 threshold=0.094405000000000003 -0.32783999999999996 -0.034759999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052979198288799077 -0.00066816748978180312 0.00092390202157513501 0.00050234399298083486 leaf_weight=397.69673380255699 27.772464960813522 458.17080987989902 49.798363193869591 leaf_count=1974 140 816 154 internal_value=0 0.00083278 -0.000414836 internal_weight=0 485.943 447.495 internal_count=3084 956 2128 is_linear=0 shrinkage=0.000530404 Tree=29 num_leaves=4 num_cat=0 split_feature=1 123 16 split_gain=1143.31 184.225 152.979 threshold=0.099470000000000017 1.0000000180025095e-35 0.27420500000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006178416616857092 0.0012995311915902396 0.001143501428341526 -0.0002044048811964339 leaf_weight=454.2586931437254 407.10291880369186 35.615467995405197 41.535062462091446 leaf_count=2198 667 73 157 internal_value=0 -0.000489554 0.00116028 internal_weight=0 489.874 448.638 internal_count=3095 2271 824 is_linear=0 shrinkage=0.000746755 Tree=30 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=1152.01 208.636 119.505 threshold=0.09258000000000001 0.056995000000000011 0.053965000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052575521319686189 0.00096156306506073352 0.00019127256867533572 0.00063541835419895771 leaf_weight=394.24143123626709 367.29346446692944 139.74201285839081 27.177331700921059 leaf_count=1989 578 431 81 internal_value=0 0.000749355 -0.000450722 internal_weight=0 507.035 421.419 internal_count=3079 1009 2070 is_linear=0 shrinkage=0.000536448 Tree=31 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=1174.26 236.768 137.285 threshold=0.09258000000000001 0.085865000000000011 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046915412823277732 0.0010894272085889836 0.00015533267111004744 -0.00061045318743684356 leaf_weight=47.587728515267372 384.74891059100628 130.86308445036411 381.39053432643414 leaf_count=162 618 419 1920 internal_value=0 0.000852438 -0.000490598 internal_weight=0 515.612 428.978 internal_count=3119 1037 2082 is_linear=0 shrinkage=0.000599808 Tree=32 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1108.11 219.528 184.383 threshold=0.099470000000000017 0.078120000000000009 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034321026090625292 -0.00071695702249107145 -0.00066199976289658393 0.0010702839170569115 leaf_weight=117.37764908373356 25.085127159953117 374.327791929245 425.36330655217171 leaf_count=342 126 1971 698 internal_value=0 -0.000422017 0.0009706 internal_weight=0 491.705 450.448 internal_count=3137 2313 824 is_linear=0 shrinkage=0.00064151 Tree=33 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=987.745 335.54 86.7946 threshold=0.080020000000000022 0.36766000000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010709839073961571 -0.00055910299148077423 0.0011254383805411438 0.00052792169144396577 leaf_weight=272.10366493463516 426.50235687196255 47.629224240779877 176.53752537071705 leaf_count=425 2166 75 432 internal_value=0 -0.000389655 0.000857477 internal_weight=0 474.132 448.641 internal_count=3098 2241 857 is_linear=0 shrinkage=0.000602548 Tree=34 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=961.1 311.025 93.0108 threshold=0.080020000000000022 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011485873049901529 -0.00062508246026003007 0.0012160593514964724 0.00053070258270636913 leaf_weight=282.60536962747574 409.76911310851574 44.373772963881493 171.48135229945183 leaf_count=439 2113 69 425 internal_value=0 -0.000444931 0.000915438 internal_weight=0 454.143 454.087 internal_count=3046 2182 864 is_linear=0 shrinkage=0.000661288 Tree=35 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1007.69 197.42 147.657 threshold=0.099470000000000017 0.080020000000000022 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028497686100531033 -0.000730706716872136 -0.00063884464352677675 0.00097287628111273261 leaf_weight=118.46044032275677 20.413545921444893 354.64439749717712 421.30602969229221 leaf_count=343 108 1935 695 internal_value=0 -0.000407517 0.000893982 internal_weight=0 473.105 441.72 internal_count=3081 2278 803 is_linear=0 shrinkage=0.000619747 Tree=36 num_leaves=4 num_cat=0 split_feature=1 12 4 split_gain=1002.5 213.556 104.246 threshold=0.09258000000000001 0.085865000000000011 -0.15409499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034026642854542136 0.001003904109438654 0.00011396277939317896 -0.00057851540358957087 leaf_weight=48.685021787881851 364.93812975287437 126.6004174798727 366.78572610020638 leaf_count=167 581 414 1924 internal_value=0 0.000774769 -0.00047079 internal_weight=0 491.539 415.471 internal_count=3086 995 2091 is_linear=0 shrinkage=0.00059036 Tree=37 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=1027.85 186.782 143.488 threshold=0.10100500000000003 -0.32783999999999996 0.080020000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015495934644485753 -0.00083175929889995064 0.00043330009149014713 -0.00069382886213647382 leaf_weight=125.66104632616043 25.235952213406563 360.6666287779808 496.81968101859093 leaf_count=348 102 674 1951 internal_value=0 0.000350355 -0.000585094 internal_weight=0 385.903 622.481 internal_count=3075 776 2299 is_linear=0 shrinkage=0.000450392 Tree=38 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=951.843 195.38 149.586 threshold=0.10100500000000003 1.0000000180025095e-35 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049356093076502396 -0.00062874243698975531 0.00076975303410849985 0.00078946026104318519 leaf_weight=476.42009903490543 23.839333772659302 40.262127041816711 411.28355421125889 leaf_count=2244 115 75 679 internal_value=0 -0.000394973 0.000711619 internal_weight=0 516.682 435.123 internal_count=3113 2319 794 is_linear=0 shrinkage=0.000551314 Tree=39 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=878.127 328.475 145.991 threshold=0.078515000000000015 0.29587000000000002 0.08869500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.7088937902790772e-05 -0.0005729121270335424 0.00096599850656500655 0.00085755997953002863 leaf_weight=71.420843169093132 439.52158714830875 52.129059657454491 376.42777301371098 leaf_count=227 2152 80 618 internal_value=0 -0.000409561 0.000713315 internal_weight=0 491.651 447.849 internal_count=3077 2232 845 is_linear=0 shrinkage=0.000580162 Tree=40 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1029.6 206.81 160.016 threshold=0.099470000000000017 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023116316661508666 -0.00064711253207762147 -0.0006235572194101043 0.00084773601848983822 leaf_weight=119.82995319366455 24.367937386035919 383.39495842158794 420.78333927690983 leaf_count=342 118 1939 697 internal_value=0 -0.000420022 0.000765765 internal_weight=0 503.225 445.151 internal_count=3096 2281 815 is_linear=0 shrinkage=0.000568026 Tree=41 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1058.79 216.292 165.478 threshold=0.10100500000000003 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021281726399248631 -0.00066529960197440668 -0.00057409650318139386 0.00080897677816572098 leaf_weight=128.2616151869297 22.076215505599976 388.56037202477455 412.65904083848 leaf_count=362 107 1952 667 internal_value=0 -0.000378801 0.00073396 internal_weight=0 516.822 434.735 internal_count=3088 2314 774 is_linear=0 shrinkage=0.000525549 Tree=42 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=905.116 196.999 149.767 threshold=0.099470000000000017 0.079600000000000018 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002339548453748904 -0.00075648539323246069 -0.00065926369917892005 0.00084004583086276724 leaf_weight=121.52070751786232 22.992507725954056 376.7557675242424 420.18087218701839 leaf_count=340 115 1944 708 internal_value=0 -0.00044142 0.000757045 internal_weight=0 498.276 443.173 internal_count=3107 2284 823 is_linear=0 shrinkage=0.000610165 Tree=43 num_leaves=4 num_cat=0 split_feature=1 12 12 split_gain=867.905 180.688 105.655 threshold=0.10100500000000003 0.080020000000000022 0.085090000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001678494875295173 0.00078810134992240359 -0.00052875946262640849 0.00019081150849117786 leaf_weight=132.4595151245594 323.75311432778835 377.57517184317112 102.90375928580761 leaf_count=373 497 1954 281 internal_value=0 -0.000347848 0.000644131 internal_weight=0 510.035 426.657 internal_count=3105 2327 778 is_linear=0 shrinkage=0.000513286 Tree=44 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=858.083 162.069 155.589 threshold=0.09450500000000002 -0.32783999999999996 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043746946369811496 -0.00059632292276274495 0.00065467739157351243 -0.00048133747574087777 leaf_weight=52.457017630338669 27.589734703302383 460.82476617395878 401.22373549640179 leaf_count=168 134 809 1996 internal_value=0 0.00058389 -0.000375018 internal_weight=0 488.415 453.681 internal_count=3107 943 2164 is_linear=0 shrinkage=0.000502093 Tree=45 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=985.596 184.332 164.718 threshold=0.099115000000000023 0.078120000000000009 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020068610092418247 -0.00070411844546139335 -0.00061665421641497048 0.00079909123145752343 leaf_weight=110.61059899628162 24.029178395867348 389.61624224483967 409.16809253394604 leaf_count=314 118 1995 683 internal_value=0 -0.000435919 0.000715549 internal_weight=0 500.227 433.197 internal_count=3110 2309 801 is_linear=0 shrinkage=0.000558909 Tree=46 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=844.331 303.443 169.888 threshold=0.080020000000000022 0.36766000000000004 0.087065000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002264696582563231 -0.00055869345822205456 0.00092492202868601971 0.00079221238689050676 leaf_weight=59.043103203177452 436.44691741466522 47.744877859950066 383.62084320187569 leaf_count=202 2204 73 643 internal_value=0 -0.000412218 0.000656316 internal_weight=0 484.192 442.664 internal_count=3122 2277 845 is_linear=0 shrinkage=0.000559273 Tree=47 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1019.92 181.488 139.819 threshold=0.10100500000000003 0.078515000000000015 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001914761502064403 -0.00059910488597589035 -0.00057598535289355964 0.00080950840037306404 leaf_weight=118.05459359288216 21.642921552062035 381.95519769191742 412.01973152160645 leaf_count=341 105 1960 678 internal_value=0 -0.000394782 0.000739072 internal_weight=0 500.01 433.663 internal_count=3084 2301 783 is_linear=0 shrinkage=0.000541119 Tree=48 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=963.156 297.026 150.315 threshold=0.078515000000000015 0.29587000000000002 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.3451050610955555e-05 -0.00059525104046489075 0.0010326496506182792 0.00091973540130384278 leaf_weight=63.527537450194359 439.7973835170269 45.200183853507042 394.4701664596796 leaf_count=209 2175 70 647 internal_value=0 -0.000443333 0.0007806 internal_weight=0 484.998 457.998 internal_count=3101 2245 856 is_linear=0 shrinkage=0.000605349 Tree=49 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=848.535 172.931 154.112 threshold=0.09258000000000001 0.086375000000000021 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0005423004719550857 0.00099561043973807827 0.0001076580408628448 -0.00069460049378676134 leaf_weight=52.783332958817482 369.89833115041256 138.79366663098335 375.62736442685127 leaf_count=171 592 428 1918 internal_value=0 0.000753415 -0.000542103 internal_weight=0 508.692 428.411 internal_count=3109 1020 2089 is_linear=0 shrinkage=0.000678303 Tree=50 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=933.566 360.077 69.4909 threshold=0.080020000000000022 0.36766000000000004 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00074512942152693096 -0.00051705523645603909 0.0009460366924899736 6.251104229948302e-05 leaf_weight=405.5965691357851 436.23810566961765 50.947045564651489 45.039731249213219 leaf_count=717 2172 77 130 internal_value=0 -0.000363871 0.000676936 internal_weight=0 487.185 450.636 internal_count=3096 2249 847 is_linear=0 shrinkage=0.000521252 Tree=51 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=908.9 156.07 150.562 threshold=0.09450500000000002 -0.32783999999999996 -0.044489999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051339062774620307 -0.00059646026182351777 0.0006725071595584779 0.00036582384946947239 leaf_weight=393.72988438606262 26.253981649875641 448.86197248101234 57.183014512062073 leaf_count=1989 127 792 176 internal_value=0 0.000602262 -0.000401829 internal_weight=0 475.116 450.913 internal_count=3084 919 2165 is_linear=0 shrinkage=0.000506641 Tree=52 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=964.698 177.692 159.746 threshold=0.098395000000000024 0.078120000000000009 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017490791930369445 -0.00055183730084368548 -0.00051059646954950007 0.00070135486302138283 leaf_weight=113.38396199047565 24.606113195419312 366.65503665804863 417.17103409767151 leaf_count=322 119 1910 689 internal_value=0 -0.000348679 0.000631432 internal_weight=0 480.039 441.777 internal_count=3040 2232 808 is_linear=0 shrinkage=0.000478684 Tree=53 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=862.35 170.189 123.985 threshold=0.09258000000000001 -0.32783999999999996 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042478934379317087 -0.00078384651849656159 0.00081899526441481815 -0.00067121371648753004 leaf_weight=49.717379942536354 29.826774209737778 476.91847592592239 367.7235544770956 leaf_count=168 146 874 1886 internal_value=0 0.0007245 -0.0005406 internal_weight=0 506.745 417.441 internal_count=3074 1020 2054 is_linear=0 shrinkage=0.000651851 Tree=54 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=839.165 336.472 84.6335 threshold=0.078515000000000015 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00089526769269791806 -0.00052680604062906066 0.00095100130679572732 0.00039635789688610652 leaf_weight=259.38335277140141 431.21765466034412 52.902096256613731 174.54429131746292 leaf_count=401 2154 81 419 internal_value=0 -0.000365136 0.000694739 internal_weight=0 484.12 433.928 internal_count=3055 2235 820 is_linear=0 shrinkage=0.000553522 Tree=55 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=871.415 204.201 119.88 threshold=0.10100500000000003 0.081135000000000013 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024979194236190858 -0.00066408140410802348 -0.00065046069121646043 0.0008418817238782521 leaf_weight=127.09475782513618 20.673518851399422 363.58448076248169 415.70269219577312 leaf_count=360 102 1943 689 internal_value=0 -0.000417275 0.000770384 internal_weight=0 490.679 436.376 internal_count=3094 2303 791 is_linear=0 shrinkage=0.000611515 Tree=56 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=842.271 193.429 109.314 threshold=0.099115000000000023 0.080020000000000022 0.26760500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027644733633102231 0.00091578129690452739 -0.0006781854600679219 -0.0001666049693241105 leaf_weight=123.66575054824352 416.79013510048389 358.38273848593235 44.746391579508781 leaf_count=346 686 1939 162 internal_value=0 -0.000433275 0.000810828 internal_weight=0 482.048 461.537 internal_count=3133 2285 848 is_linear=0 shrinkage=0.000658321 Tree=57 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=783.484 185.432 141.656 threshold=0.099115000000000023 0.079600000000000018 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002279738274121903 -0.00067461216718622894 -0.0006321553192819324 0.00078235202281482993 leaf_weight=119.78726963698864 25.115755155682564 348.47587807476521 411.69345586001873 leaf_count=337 126 1914 695 internal_value=0 -0.000412122 0.000698428 internal_weight=0 468.263 436.809 internal_count=3072 2251 821 is_linear=0 shrinkage=0.00059652 Tree=58 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=851.468 335.269 152.18 threshold=0.078515000000000015 0.29587000000000002 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.3718150091782359e-05 -0.00043726991713123099 0.00078560862851600956 0.00066122553696111477 leaf_weight=63.359764903783798 432.83906863629818 51.022535428404808 386.40988564491272 leaf_count=215 2178 78 642 internal_value=0 -0.000308167 0.000554879 internal_weight=0 483.862 449.77 internal_count=3113 2256 857 is_linear=0 shrinkage=0.000451615 Tree=59 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=776.299 138.297 132.766 threshold=0.09450500000000002 0.26051000000000007 -0.12229499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051634253658969904 0.00083910669180207076 -0.00067410843551865161 -0.0006444103208326108 leaf_weight=50.828591614961624 443.83567099273205 29.252429589629173 379.50162176787853 leaf_count=167 818 105 1985 internal_value=0 0.000745403 -0.000507209 internal_weight=0 473.088 430.33 internal_count=3075 923 2152 is_linear=0 shrinkage=0.000674966 Tree=60 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=950.006 229.89 120.155 threshold=0.09258000000000001 0.087215000000000015 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028006099185859341 0.00076529828492538242 1.1081879458979342e-05 -0.00050155566048636622 leaf_weight=52.738979533314705 378.96792954206467 127.07683271169662 376.42372247576714 leaf_count=178 598 411 1890 internal_value=0 0.000575945 -0.000405456 internal_weight=0 506.045 429.163 internal_count=3077 1009 2068 is_linear=0 shrinkage=0.000485273 Tree=61 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=756.593 185.443 128.906 threshold=0.099250000000000019 1.0000000180025095e-35 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024221434220507158 -0.00063513201354836995 -0.00058335900321028738 0.00073320965015720614 leaf_weight=115.51224322617054 23.13584853708744 349.08630704879761 409.65534028410912 leaf_count=321 114 1927 692 internal_value=0 -0.000378089 0.000659916 internal_weight=0 464.599 432.791 internal_count=3054 2248 806 is_linear=0 shrinkage=0.000564949 Tree=62 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=869.703 154.136 116.482 threshold=0.10100500000000003 -0.28763999999999995 0.080020000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017243564306026449 -0.00072784081004049225 0.00041743362877521325 -0.00067475703873032462 leaf_weight=126.47142064571381 27.447271853685379 344.62308940291405 484.23794409632683 leaf_count=357 108 674 1960 internal_value=0 0.000332754 -0.000570782 internal_weight=0 372.07 610.709 internal_count=3099 782 2317 is_linear=0 shrinkage=0.00046592 Tree=63 num_leaves=4 num_cat=0 split_feature=1 16 123 split_gain=852.896 140.281 112.433 threshold=0.10100500000000003 0.28127000000000008 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059868901120478017 0.00041689753057170165 -0.00043382420419256105 0.0002506214352089569 leaf_weight=574.67322851717472 327.7997799962759 44.727974727749825 33.500462278723717 leaf_count=2238 634 151 72 internal_value=0 0.000314655 -0.000551868 internal_weight=0 372.528 608.174 internal_count=3095 785 2310 is_linear=0 shrinkage=0.00045103 Tree=64 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=974.132 158.778 146.231 threshold=0.099115000000000023 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.1293184932917609e-05 -0.00051966401915692331 -0.00049745517077228753 0.00056766290539312346 leaf_weight=118.36999882757664 24.346974924206734 402.90311644971371 410.75685365498066 leaf_count=334 111 1953 692 internal_value=0 -0.000368317 0.000506702 internal_weight=0 521.273 435.104 internal_count=3090 2287 803 is_linear=0 shrinkage=0.000431792 Tree=65 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=732.555 176.389 136.558 threshold=0.099115000000000023 0.078515000000000015 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018798259136716187 -0.00078397347202384057 -0.00071121188702377778 0.00075436183798675155 leaf_weight=121.11747440695763 25.857077598571777 384.12935923039913 400.43228060007095 leaf_count=329 120 1939 697 internal_value=0 -0.000495664 0.000660871 internal_weight=0 505.247 426.289 internal_count=3085 2268 817 is_linear=0 shrinkage=0.000649824 Tree=66 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=817.087 138.973 136.055 threshold=0.10100500000000003 -0.28763999999999995 0.080020000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.2739408843092014e-05 -0.00065400957635482627 0.00066873996778191625 -0.00059219508734287296 leaf_weight=124.5041833370924 24.945534318685532 399.77758383750916 384.54791189730167 leaf_count=351 115 678 1919 internal_value=0 0.000590898 -0.000432032 internal_weight=0 424.723 509.052 internal_count=3063 793 2270 is_linear=0 shrinkage=0.0005446 Tree=67 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=751.029 162.849 125.066 threshold=0.10100500000000003 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001236432645814689 -0.00073176256991355564 -0.00061378361844804453 0.00068795867545918654 leaf_weight=133.88246865570545 21.530836209654808 379.15990729629993 398.76742351055145 leaf_count=368 103 1921 682 internal_value=0 -0.000421361 0.000615054 internal_weight=0 513.042 420.298 internal_count=3074 2289 785 is_linear=0 shrinkage=0.000574902 Tree=68 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=707.759 155.995 123.427 threshold=0.099115000000000023 0.080020000000000022 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010852884836647278 0.00074346274788465055 -0.00064958691665286414 -8.037865603917029e-05 leaf_weight=128.70884154736996 342.67288991808891 371.30451914668083 78.754066959023476 leaf_count=358 593 1919 220 internal_value=0 -0.000454459 0.000589527 internal_weight=0 500.013 421.427 internal_count=3090 2277 813 is_linear=0 shrinkage=0.000593504 Tree=69 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=831.901 291.426 91.8001 threshold=0.078515000000000015 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00080764301403466647 -0.00059528738480657789 0.00087202740749288551 0.00028693988788175564 leaf_weight=262.28174410760403 448.07654462754726 46.443750381469727 176.65460988879204 leaf_count=417 2145 72 427 internal_value=0 -0.000457316 0.000598207 internal_weight=0 494.52 438.936 internal_count=3061 2217 844 is_linear=0 shrinkage=0.000558123 Tree=70 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=810.282 163.496 129.254 threshold=0.10100500000000003 0.078120000000000009 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011733596282362069 -0.00063135506259411305 -0.00060926158608724226 0.00070226407976078388 leaf_weight=132.71681644022465 24.580905720591545 389.76062339544296 402.37600341439247 leaf_count=366 111 1965 680 internal_value=0 -0.00042471 0.000625339 internal_weight=0 522.477 426.957 internal_count=3122 2331 791 is_linear=0 shrinkage=0.000565505 Tree=71 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=715.875 142.783 108.838 threshold=0.09258000000000001 0.084155000000000021 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054907877606850551 0.00060038212490770538 -0.0001674205489981482 0.00054221396720754663 leaf_weight=408.2188039124012 395.28150264918804 83.653676778078079 27.756213650107384 leaf_count=2018 749 251 79 internal_value=0 0.000466265 -0.000479481 internal_weight=0 478.935 435.975 internal_count=3097 1000 2097 is_linear=0 shrinkage=0.000534059 Tree=72 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=722.387 267.035 140.265 threshold=0.080020000000000022 0.29587000000000002 0.08869500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018914434097275749 -0.00062853050518598406 0.00086301637422965408 0.00074778161245010342 leaf_weight=69.834450945258141 434.92565877735615 48.96670389175415 366.54314865171909 leaf_count=226 2170 79 629 internal_value=0 -0.000477431 0.000597833 internal_weight=0 483.892 436.378 internal_count=3104 2249 855 is_linear=0 shrinkage=0.000606082 Tree=73 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=787.101 287.526 73.517 threshold=0.080020000000000022 0.36766000000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071209834653646346 -0.00050891524927804078 0.00074116268277317466 0.00028887360000189608 leaf_weight=266.0289214104414 454.38256907463074 52.394069910049438 173.73967069387436 leaf_count=429 2158 82 407 internal_value=0 -0.000379538 0.000545011 internal_weight=0 506.777 439.769 internal_count=3076 2240 836 is_linear=0 shrinkage=0.000505727 Tree=74 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=706.104 143.351 122.903 threshold=0.10100500000000003 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8256556609884068e-05 -0.00063570487441813985 -0.00057135235698119971 0.00063851123197345501 leaf_weight=127.37067843973637 23.766999736428261 371.64311784505844 386.07949440181255 leaf_count=354 112 1943 666 internal_value=0 -0.000400454 0.000564466 internal_weight=0 499.014 409.846 internal_count=3075 2297 778 is_linear=0 shrinkage=0.000544791 Tree=75 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=803.082 149.648 119.969 threshold=0.10100500000000003 0.079600000000000018 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011511723167324792 -0.00067147753807038845 -0.00062717012884613702 0.0007245748262163852 leaf_weight=125.02267862856388 22.525563165545464 386.10873660445213 403.61166453361511 leaf_count=346 107 1955 686 internal_value=0 -0.000445621 0.000650623 internal_weight=0 511.131 426.137 internal_count=3094 2301 793 is_linear=0 shrinkage=0.000589778 Tree=76 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=633.285 151.832 114.866 threshold=0.10100500000000003 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041915635363262482 -0.00067020859782224802 -0.00051921422914910783 0.00065876774088173464 leaf_weight=67.314452618360519 23.321491107344627 441.08724653720856 380.40268576145172 leaf_count=203 111 2120 666 internal_value=0 -0.000394905 0.000581834 internal_weight=0 508.402 403.724 internal_count=3100 2323 777 is_linear=0 shrinkage=0.000582307 Tree=77 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=701.494 132.31 128.657 threshold=0.10100500000000003 -0.40306999999999998 0.080020000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.5206654490951504e-05 -0.00086070645956855209 0.00070861729588089773 -0.00064879987086077545 leaf_weight=127.59195592999458 21.795031502842903 400.07546108961105 368.61635081470013 leaf_count=362 109 699 1937 internal_value=0 0.000627335 -0.000462658 internal_weight=0 421.87 496.208 internal_count=3107 808 2299 is_linear=0 shrinkage=0.000621508 Tree=78 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=826.854 308.519 133.546 threshold=0.078515000000000015 0.29587000000000002 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.867873320689305e-05 -0.00048586189104674976 0.00073908987373040114 0.00064794834132763214 leaf_weight=70.011866733431816 449.32918614149094 51.8880745023489 371.67536215484142 leaf_count=224 2160 81 617 internal_value=0 -0.000358913 0.000534367 internal_weight=0 501.217 441.687 internal_count=3082 2241 841 is_linear=0 shrinkage=0.00047606 Tree=79 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=737.402 198.557 147.482 threshold=0.040165000000000006 0.13062500000000002 0.08869500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018622221988573665 -0.00049139040612347835 0.00078559050710245949 0.00066405986833793112 leaf_weight=65.67169363796711 465.73728281259537 35.636919498443604 361.05106827616692 leaf_count=215 2244 58 615 internal_value=0 -0.000400469 0.000533189 internal_weight=0 501.374 426.723 internal_count=3132 2302 830 is_linear=0 shrinkage=0.000522091 Tree=80 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=689.548 239.365 140.807 threshold=0.080020000000000022 0.29587000000000002 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020942288483389172 -0.00057629158710778561 0.00081590402252135739 0.0007308904125200808 leaf_weight=65.777497187256813 437.19671832025051 47.9864382147789 368.88803377747536 leaf_count=216 2193 78 637 internal_value=0 -0.000438442 0.000588576 internal_weight=0 485.183 434.666 internal_count=3124 2271 853 is_linear=0 shrinkage=0.000592272 Tree=81 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=658.287 145.407 98.4211 threshold=0.094655000000000017 -0.32783999999999996 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025376027355622521 -0.00077156235535221439 0.0006059681205837573 -0.00057888222009318702 leaf_weight=54.862104132771492 27.492643475532532 430.69540864229202 382.50505389273167 leaf_count=184 133 802 1944 internal_value=0 0.000523144 -0.0004744 internal_weight=0 458.188 437.367 internal_count=3063 935 2128 is_linear=0 shrinkage=0.000581671 Tree=82 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=840.488 148.077 129.708 threshold=0.099470000000000017 0.078120000000000009 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9881947075038201e-05 -0.00048425293651800086 -0.00043938012404708956 0.00051321528030453807 leaf_weight=115.67550517618656 23.083768576383591 385.11337102949619 415.61320140957832 leaf_count=323 107 1970 702 internal_value=0 -0.000317135 0.000460619 internal_weight=0 500.789 438.697 internal_count=3102 2293 809 is_linear=0 shrinkage=0.000410292 Tree=83 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=665.912 156.745 107.551 threshold=0.099470000000000017 0.080020000000000022 0.27420500000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013929428681661339 0.00074009578274607875 -0.00067972818914075633 -0.0003414219222603362 leaf_weight=128.43519270420074 371.301917091012 364.47708043456078 41.502269312739372 leaf_count=358 646 1967 155 internal_value=0 -0.000466337 0.0006313 internal_weight=0 492.912 412.804 internal_count=3126 2325 801 is_linear=0 shrinkage=0.000637625 Tree=84 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=762.732 262.776 88.9311 threshold=0.078120000000000009 0.39524000000000009 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00060564578762874882 -0.0004154586370730529 0.00062536663012128537 0.00022009300127692646 leaf_weight=270.46205686032772 439.87358631193638 48.213448226451874 178.31239990890026 leaf_count=433 2182 77 426 internal_value=0 -0.000312526 0.000452546 internal_weight=0 488.087 448.774 internal_count=3118 2259 859 is_linear=0 shrinkage=0.000423636 Tree=85 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=765.215 158.309 123.901 threshold=0.10100500000000003 0.080020000000000022 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9032563601453401e-05 -0.00055312481007810713 -0.00047897308276337731 0.00054828804052182002 leaf_weight=131.60072350502014 21.237587243318558 369.78121453523636 386.1871574819088 leaf_count=364 104 1916 656 internal_value=0 -0.000329899 0.000490739 internal_weight=0 501.382 407.425 internal_count=3040 2280 760 is_linear=0 shrinkage=0.000444822 Tree=86 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=630.444 147.067 125.896 threshold=0.09450500000000002 0.29587000000000002 0.049460000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053168219799371681 0.00059893325863894745 -0.00082972117560853873 0.00064657511244739952 leaf_weight=411.74271504580975 440.28595805168152 25.53001905977726 32.819761842489243 leaf_count=2080 854 98 88 internal_value=0 0.000520452 -0.000444557 internal_weight=0 465.816 444.562 internal_count=3120 952 2168 is_linear=0 shrinkage=0.000579727 Tree=87 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=727.635 160.844 110.989 threshold=0.10100500000000003 0.080020000000000022 0.082465000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010710579408519621 0.00067488183742012891 -0.00053961404293859951 -1.2519835463574523e-05 leaf_weight=136.05517379939556 332.76295228302479 365.28941130638123 74.034537211060524 leaf_count=381 554 1934 204 internal_value=0 -0.000364122 0.00054981 internal_weight=0 501.345 406.797 internal_count=3073 2315 758 is_linear=0 shrinkage=0.000507799 Tree=88 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=777.538 177.587 147.806 threshold=0.10100500000000003 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015375232683713868 -0.00068614555866304094 -0.00055928684323765178 0.00068075297136671543 leaf_weight=135.32369866967201 23.783228382468224 375.64411821961403 404.32779558002949 leaf_count=376 114 1941 678 internal_value=0 -0.000370455 0.000604657 internal_weight=0 510.968 428.111 internal_count=3109 2317 792 is_linear=0 shrinkage=0.000533789 Tree=89 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=945.553 211.664 162.558 threshold=0.10100500000000003 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014607126354100321 -0.00052094588010388374 -0.00048013645779211871 0.0005957012270589461 leaf_weight=132.04997277259827 25.309422567486763 394.67599150538445 408.61435241997242 leaf_count=364 115 1945 668 internal_value=0 -0.000323149 0.000530453 internal_weight=0 526.726 433.924 internal_count=3092 2309 783 is_linear=0 shrinkage=0.000428233 Tree=90 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=860.762 187.24 121.36 threshold=0.10100500000000003 1.0000000180025095e-35 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042497080120678721 0.00061618782928734022 0.00056228717680765464 -8.9531157546971726e-06 leaf_weight=466.38340698182583 345.43686376512051 40.397495314478874 72.940251380205154 leaf_count=2191 569 78 200 internal_value=0 -0.000346166 0.000507227 internal_weight=0 506.781 418.377 internal_count=3038 2269 769 is_linear=0 shrinkage=0.000440399 Tree=91 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=692.91 259.266 131.083 threshold=0.078515000000000015 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028689907983765934 -0.00060313242460360004 0.00090733861471743228 0.0007727000759537489 leaf_weight=52.149082109332085 432.72331783175468 49.744370177388191 381.31944517791271 leaf_count=176 2192 79 663 internal_value=0 -0.000447222 0.000645182 internal_weight=0 482.468 433.469 internal_count=3110 2271 839 is_linear=0 shrinkage=0.00062716 Tree=92 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=682.967 120.003 81.0767 threshold=0.10100500000000003 0.080020000000000022 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.6695103404174597e-05 0.00076788048826801692 -0.00063212012420079625 2.935777077481298e-05 leaf_weight=123.66418452560902 334.53545418381691 362.99147649109364 69.325783088803291 leaf_count=354 584 1958 189 internal_value=0 -0.000452027 0.000641151 internal_weight=0 486.656 403.861 internal_count=3085 2312 773 is_linear=0 shrinkage=0.000621516 Tree=93 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=684.89 124.625 117.086 threshold=0.10100500000000003 0.079600000000000018 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9387337504865502e-05 -0.00085310604676857194 -0.00068866487194131783 0.00078014527254904853 leaf_weight=122.43196031451225 20.953279063105583 358.50881549715996 390.87979727983475 leaf_count=346 102 1963 678 internal_value=0 -0.000488076 0.000696839 internal_weight=0 480.941 411.833 internal_count=3089 2309 780 is_linear=0 shrinkage=0.000674477 Tree=94 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=610.468 240.4 109.181 threshold=0.080020000000000022 0.29587000000000002 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012398533647394808 -0.00058111564763594324 0.00081534973012785763 0.00071239668164394746 leaf_weight=67.693972334265709 410.90236718952656 50.232569754123688 350.77661645412445 leaf_count=217 2160 83 615 internal_value=0 -0.000428834 0.000577102 internal_weight=0 461.135 418.471 internal_count=3075 2243 832 is_linear=0 shrinkage=0.00060311 Tree=95 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=602.194 153.867 114.172 threshold=0.09258000000000001 0.085090000000000013 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038493250276130198 0.00079152675027207274 -2.7693122315563281e-05 -0.0006599757248380813 leaf_weight=51.81385150551796 345.24701227247715 139.52716018259525 358.44159924983978 leaf_count=178 592 438 1924 internal_value=0 0.000555788 -0.000527938 internal_weight=0 484.774 410.255 internal_count=3132 1030 2102 is_linear=0 shrinkage=0.000658392 Tree=96 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=549.459 135.674 135.49 threshold=0.09450500000000002 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036855252584722478 -0.00064637267432293461 -0.00050411119675175195 0.00051825789228635163 leaf_weight=56.784759059548378 29.397026717662811 365.89332149922848 429.83594116568565 leaf_count=186 142 1960 820 internal_value=0 -0.000386806 0.000443567 internal_weight=0 422.678 459.233 internal_count=3108 2146 962 is_linear=0 shrinkage=0.000525617 Tree=97 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=704.308 232.567 119.795 threshold=0.080020000000000022 0.29587000000000002 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013070737156703146 -0.00050394121262877835 0.00072539838804682464 0.00066108967807678148 leaf_weight=62.298440873622894 424.53631715476513 47.934366300702095 381.32961277663708 leaf_count=204 2161 78 653 internal_value=0 -0.000379077 0.000549893 internal_weight=0 472.471 443.628 internal_count=3096 2239 857 is_linear=0 shrinkage=0.00052954 Tree=98 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=681.807 265.799 135.271 threshold=0.040165000000000006 0.29587000000000002 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017296852540148313 -0.00044170925589323898 0.0006415521119086851 0.00054454804806346538 leaf_weight=60.08366633951664 426.50031518936157 49.616539776325226 365.86968789994717 leaf_count=204 2196 80 630 internal_value=0 -0.000328697 0.000443319 internal_weight=0 476.117 425.953 internal_count=3110 2276 834 is_linear=0 shrinkage=0.000443371 Tree=99 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=721.133 159.284 83.2147 threshold=0.080020000000000022 -0.028049999999999995 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00059312186283943277 0.00030046325477291067 -0.00043395615086725981 0.00020137129092411541 leaf_weight=266.33904509246349 64.850958719849586 413.06373052299023 168.25296729803085 leaf_count=439 193 2073 411 internal_value=0 -0.000334252 0.000441546 internal_weight=0 477.915 434.592 internal_count=3116 2266 850 is_linear=0 shrinkage=0.000435905 Tree=100 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=583.915 158.843 99.4287 threshold=0.09258000000000001 0.085465000000000013 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036177927077041527 0.00090408778641777468 -4.4070142214357922e-05 -0.00071642245786291304 leaf_weight=53.872098043560982 340.05151011049747 134.9424170255661 351.74627339839935 leaf_count=184 578 428 1904 internal_value=0 0.000634776 -0.000573161 internal_weight=0 474.994 405.618 internal_count=3094 1006 2088 is_linear=0 shrinkage=0.000739495 Tree=101 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=559.039 237.184 97.6459 threshold=0.080020000000000022 0.29587000000000002 0.087515000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011139619114473866 -0.0005307243737678397 0.00079592098968846289 0.00066407619249064494 leaf_weight=64.352586299180984 410.9748615026474 50.489093780517578 345.46444980800152 leaf_count=210 2189 82 617 internal_value=0 -0.000385417 0.000542308 internal_weight=0 461.464 409.817 internal_count=3098 2271 827 is_linear=0 shrinkage=0.000578148 Tree=102 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=656.08 126.767 118.971 threshold=0.099115000000000023 1.0000000180025095e-35 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004974292757085715 -0.00071224353861221309 0.00060612681279379648 0.00061785415315566722 leaf_weight=439.80444154143333 22.247797414660454 35.27473957836628 396.92535544931889 leaf_count=2222 111 72 707 internal_value=0 -0.000415366 0.000547087 internal_weight=0 475.079 419.173 internal_count=3112 2294 818 is_linear=0 shrinkage=0.000560797 Tree=103 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=648.997 204.599 117.602 threshold=0.080020000000000022 0.12968000000000005 0.087515000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011444227669362785 -0.00046758725042389911 0.00077490727858138683 0.00062143336869976084 leaf_weight=68.038207605481148 432.08647556602955 37.97866228222847 363.73995578289032 leaf_count=224 2194 62 633 internal_value=0 -0.00036704 0.000505477 internal_weight=0 470.065 431.778 internal_count=3113 2256 857 is_linear=0 shrinkage=0.000513866 Tree=104 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=661.864 141.325 129.241 threshold=0.099325000000000011 0.080020000000000022 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012462602995799948 -0.00069854836797982197 -0.00056020765239034841 0.00061190060295984825 leaf_weight=115.86564165353775 22.937600269913673 351.07529602944851 396.87661802768707 leaf_count=326 111 1912 700 internal_value=0 -0.000390285 0.000540134 internal_weight=0 466.941 419.814 internal_count=3049 2238 811 is_linear=0 shrinkage=0.000537783 Tree=105 num_leaves=4 num_cat=0 split_feature=12 40 16 split_gain=702.797 131.415 76.6551 threshold=0.040165000000000006 -1.0000000180025095e-35 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035396606850578578 0.00052487701704093505 -0.00056771666966044516 -0.0002570188162109315 leaf_weight=334.90502290427685 23.740021422505379 542.32361452281475 48.684712141752243 leaf_count=702 44 2212 145 internal_value=0 -0.0005218 0.000276368 internal_weight=0 566.064 383.59 internal_count=3103 2256 847 is_linear=0 shrinkage=0.000455315 Tree=106 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=811.751 146.32 137.807 threshold=0.10016000000000001 0.080020000000000022 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5055763278934842e-05 -0.00056893454798627755 -0.00048226393121016689 0.00052198082776717578 leaf_weight=126.02347844839096 22.883831322193146 386.2321172952652 396.49291403591633 leaf_count=363 106 1916 682 internal_value=0 -0.000350091 0.000462318 internal_weight=0 512.256 419.377 internal_count=3067 2279 788 is_linear=0 shrinkage=0.000433052 Tree=107 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=706.407 280.96 92.9639 threshold=0.040165000000000006 0.29587000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00056455110957913705 -0.00041933265673120399 0.00058175386242517095 0.0001681076999598136 leaf_weight=245.87100224196911 464.05004262924194 52.689954310655594 168.72334782779217 leaf_count=400 2234 85 413 internal_value=0 -0.000317152 0.000403303 internal_weight=0 516.74 414.594 internal_count=3132 2319 813 is_linear=0 shrinkage=0.000411176 Tree=108 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=755.852 282.491 139.484 threshold=0.078120000000000009 0.36766000000000004 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019077416641888608 -0.00049588128998930654 0.00068581429056166346 0.00059829217503467637 leaf_weight=58.841711044311523 444.74640396237373 51.035025626420975 368.77474880218506 leaf_count=195 2181 81 629 internal_value=0 -0.000374112 0.000489692 internal_weight=0 495.781 427.616 internal_count=3086 2262 824 is_linear=0 shrinkage=0.000476133 Tree=109 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=615.202 134.685 114.484 threshold=0.10100500000000003 0.080020000000000022 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001099386160400081 -0.00081159318062460435 -0.00065129425960304107 0.00071905179436337517 leaf_weight=132.96030148863792 21.572637021541595 363.58371791243553 373.00457756221294 leaf_count=369 106 1948 661 internal_value=0 -0.000447479 0.000635161 internal_weight=0 496.544 394.577 internal_count=3084 2317 767 is_linear=0 shrinkage=0.000647303 Tree=110 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=825.512 164.622 151.643 threshold=0.099470000000000017 0.078120000000000009 -0.25491999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.468889045739704e-05 -0.00051829678431153186 -0.00049283719813486603 0.00054952108532320063 leaf_weight=126.7531164586544 27.506839364767075 389.95062087476254 393.047916457057 leaf_count=352 123 1936 664 internal_value=0 -0.000351176 0.00047956 internal_weight=0 516.704 420.555 internal_count=3075 2288 787 is_linear=0 shrinkage=0.000440308 Tree=111 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=762.861 193.499 144.171 threshold=0.10100500000000003 1.0000000180025095e-35 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049150349236203419 -0.00066748877692126012 0.00078217499896180668 0.00068194460451472959 leaf_weight=481.31701226532459 25.372419059276581 38.840783759951591 393.61355584859848 leaf_count=2232 116 70 665 internal_value=0 -0.000396249 0.000600071 internal_weight=0 520.158 418.986 internal_count=3083 2302 781 is_linear=0 shrinkage=0.000549579 Tree=112 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=632.503 256.846 78.6795 threshold=0.040165000000000006 0.29587000000000002 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00094635335189293334 -0.00073330280637563913 0.0010679243496894005 0.00029627144234205548 leaf_weight=251.19517213106155 428.42599022388458 47.510118737816811 168.4585243165493 leaf_count=425 2197 75 413 internal_value=0 -0.000553287 0.000685544 internal_weight=0 475.936 419.654 internal_count=3110 2272 838 is_linear=0 shrinkage=0.000735701 Tree=113 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=833.805 170.303 144.63 threshold=0.099470000000000017 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010357984521680412 -0.00058313003009737279 -0.00053825624168114664 0.00057283575194689163 leaf_weight=122.50369442999363 25.806762367486954 387.87923792004585 417.6125543564558 leaf_count=339 118 1973 716 internal_value=0 -0.000384212 0.000505429 internal_weight=0 510.383 443.419 internal_count=3146 2312 834 is_linear=0 shrinkage=0.000474635 Tree=114 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=721.808 221.415 88.976 threshold=0.078120000000000009 0.36766000000000004 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00068959995920964102 -0.00048728372093782222 0.00068143279794421151 0.00022826476209969652 leaf_weight=264.1131327599287 442.23986509442329 44.717109158635139 174.34992416203022 leaf_count=428 2164 73 418 internal_value=0 -0.000379829 0.00050626 internal_weight=0 486.957 438.463 internal_count=3083 2237 846 is_linear=0 shrinkage=0.000501027 Tree=115 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=621.978 119.456 102.165 threshold=0.099115000000000023 -0.32783999999999996 -0.028054999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055175910769614126 -0.00067067207172724077 0.00061728910416236626 8.7601031499122284e-05 leaf_weight=371.4612368196249 24.498358309268951 384.18436621129513 102.24634763598442 leaf_count=1953 117 688 304 internal_value=0 0.00053992 -0.00041377 internal_weight=0 408.683 473.708 internal_count=3062 805 2257 is_linear=0 shrinkage=0.000566491 Tree=116 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=659.543 239.537 132.954 threshold=0.056995000000000011 0.23355000000000001 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019777650075013023 -0.00048818427799908167 0.00052312514491267826 0.00057874252993175346 leaf_weight=59.442050948739052 410.5581236332655 62.663131579756737 369.5557561814785 leaf_count=198 2096 131 643 internal_value=0 -0.000354176 0.000471124 internal_weight=0 473.221 428.998 internal_count=3068 2227 841 is_linear=0 shrinkage=0.000482112 Tree=117 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=717.151 135.995 127.131 threshold=0.10100500000000003 0.062580000000000011 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040536098675212284 -0.00053076003411928305 0.00051550027457047184 0.0005204351734022397 leaf_weight=467.44244492053986 24.776010423898697 34.947646722197533 393.23444640636444 leaf_count=2200 117 89 683 internal_value=0 -0.000341203 0.000458004 internal_weight=0 502.39 418.01 internal_count=3089 2289 800 is_linear=0 shrinkage=0.000450851 Tree=118 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=660.019 140.713 123.531 threshold=0.10100500000000003 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.0512936386252977e-05 -0.00058241192851529548 -0.00050362133971052923 0.00056262801105428544 leaf_weight=130.48845008015633 24.17409211397171 370.59767299890518 383.01119062304497 leaf_count=362 114 1944 670 internal_value=0 -0.000348916 0.000494507 internal_weight=0 501.086 407.185 internal_count=3090 2306 784 is_linear=0 shrinkage=0.000492115 Tree=119 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=588.089 137.152 110.432 threshold=0.10100500000000003 1.0000000180025095e-35 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056667252714403833 -0.00076047655414143093 0.00073609786962805014 0.00069907638861623704 leaf_weight=448.23670139908791 23.664293959736824 37.64523920416832 372.48722657561302 leaf_count=2217 114 74 671 internal_value=0 -0.00046559 0.000611699 internal_weight=0 485.882 396.152 internal_count=3076 2291 785 is_linear=0 shrinkage=0.000656327 Tree=120 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=684.631 246.597 132.388 threshold=0.078120000000000009 0.36766000000000004 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015072630519273494 -0.000422898091300327 0.00059827669967017522 0.00051802626187003812 leaf_weight=63.601340189576149 442.50631533563137 47.831339672207832 361.94677522778511 leaf_count=209 2194 77 628 internal_value=0 -0.000323171 0.000418063 internal_weight=0 490.338 425.548 internal_count=3108 2271 837 is_linear=0 shrinkage=0.000427643 Tree=121 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=804.76 153.886 144.057 threshold=0.099515000000000006 0.078120000000000009 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.13855893553138e-05 -0.0005129671079850402 -0.00044480885385684714 0.00048766191156652362 leaf_weight=121.90301559865475 24.212504863739014 374.01281999051571 400.34450013935566 leaf_count=340 117 1907 680 internal_value=0 -0.000317934 0.000430476 internal_weight=0 495.916 424.557 internal_count=3044 2247 797 is_linear=0 shrinkage=0.000399049 Tree=122 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=734.33 156.046 106.946 threshold=0.10100500000000003 -0.32783999999999996 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.3330783210053671e-05 -0.00068060421046290201 0.00036521841784490478 -0.00052035387780812023 leaf_weight=68.769663497805595 26.724950179457664 346.16060030460358 529.57285639643669 leaf_count=190 109 687 2107 internal_value=0 0.000290082 -0.000456723 internal_weight=0 372.886 598.343 internal_count=3093 796 2297 is_linear=0 shrinkage=0.000417747 Tree=123 num_leaves=4 num_cat=0 split_feature=1 376 52 split_gain=746.312 121.668 116.719 threshold=0.10100500000000003 0.048695000000000009 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042349075584344659 -0.0005426613289085838 0.00057206089819623841 0.00053546166310934878 leaf_weight=479.23291555047035 22.971261560916901 28.081615030765533 388.99245269596577 leaf_count=2238 108 52 677 internal_value=0 -0.000368269 0.000475214 internal_weight=0 507.315 411.964 internal_count=3075 2290 785 is_linear=0 shrinkage=0.000465602 Tree=124 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=620.748 214.2 139.871 threshold=0.056995000000000011 0.36766000000000004 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003553419036338423 -0.00061117186213376887 0.00081609134063632288 0.00073437079573227947 leaf_weight=55.432538479566574 441.84428192675114 47.461643487215042 360.52945446968079 leaf_count=188 2205 80 640 internal_value=0 -0.000472575 0.000589095 internal_weight=0 489.306 415.962 internal_count=3113 2285 828 is_linear=0 shrinkage=0.000639021 Tree=125 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=690.605 146.985 131.614 threshold=0.09450500000000002 0.086095000000000019 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027759097125414892 0.0005486825724903714 -1.5929813834705626e-05 -0.00045190308992598254 leaf_weight=55.287975698709488 345.56716872751713 123.20972821116447 406.24896560609341 leaf_count=174 582 371 1964 internal_value=0 0.000400316 -0.00036447 internal_weight=0 468.777 461.537 internal_count=3091 953 2138 is_linear=0 shrinkage=0.000443863 Tree=126 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=722.688 181.035 120.646 threshold=0.09258000000000001 0.085865000000000011 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024415630941644969 0.0006382037579619965 -4.3770840972828088e-05 -0.00054503211013237174 leaf_weight=56.414336174726486 351.5138626396656 137.6671442091465 383.96438151597977 leaf_count=182 587 425 1913 internal_value=0 0.000446314 -0.000443897 internal_weight=0 489.181 440.379 internal_count=3107 1012 2095 is_linear=0 shrinkage=0.000504173 Tree=127 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=605.285 205.17 118.356 threshold=0.078120000000000009 0.12545500000000001 0.08869500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017577625919036846 -0.00060340383188024001 0.00089692103640301435 0.00073227039560317731 leaf_weight=71.646301165223122 441.23572181165218 41.314398393034935 354.0512856990099 leaf_count=229 2198 71 629 internal_value=0 -0.000474773 0.000579437 internal_weight=0 482.55 425.698 internal_count=3127 2269 858 is_linear=0 shrinkage=0.000644497 Tree=128 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=586.155 157.065 97.8671 threshold=0.10290000000000001 1.0000000180025095e-35 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049468607483859413 -0.00065859655104714011 0.0006629568890102308 0.00061515952061553278 leaf_weight=463.42069293558598 20.914128839969635 41.950109511613846 358.32700991630554 leaf_count=2262 99 79 645 internal_value=0 -0.000398466 0.000544742 internal_weight=0 505.371 379.241 internal_count=3085 2341 744 is_linear=0 shrinkage=0.000573515 Tree=129 num_leaves=4 num_cat=0 split_feature=1 52 123 split_gain=710.808 138.826 118.199 threshold=0.10100500000000003 -0.28763999999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057249959570891532 -0.0006617981843275786 0.00037067302887957535 0.00027979709491663513 leaf_weight=544.41095991432667 28.75898115336895 330.06421448290348 35.247135311365128 leaf_count=2219 117 675 75 internal_value=0 0.000287742 -0.00052063 internal_weight=0 358.823 579.658 internal_count=3086 792 2294 is_linear=0 shrinkage=0.000451439 Tree=130 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=623.681 135.732 105.092 threshold=0.10100500000000003 1.0000000180025095e-35 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062493298678542662 -0.00086638028797925886 0.00076509810480155076 0.00073837378468479984 leaf_weight=453.44298993051052 20.828351944684982 36.798315599560738 376.6870358735323 leaf_count=2218 103 70 683 internal_value=0 -0.000520444 0.00065407 internal_weight=0 490.241 397.515 internal_count=3074 2288 786 is_linear=0 shrinkage=0.000696896 Tree=131 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=670.863 282.07 117.075 threshold=0.080020000000000022 0.36766000000000004 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011581242104913529 -0.00059545763668128156 0.00080441147766198754 0.00069465727974781487 leaf_weight=72.518506929278374 443.44747692346573 54.257679879665375 345.26175913214684 leaf_count=229 2185 88 595 internal_value=0 -0.000442703 0.000553982 internal_weight=0 497.705 417.78 internal_count=3097 2273 824 is_linear=0 shrinkage=0.000580002 Tree=132 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=545.354 215.925 127.866 threshold=0.080020000000000022 0.29587000000000002 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029523617623649322 -0.00065747350513431068 0.00081433588941161024 0.00068816436656156431 leaf_weight=67.970629587769508 425.14881503582001 47.40285587310791 339.24450433254242 leaf_count=227 2165 81 627 internal_value=0 -0.000509675 0.000523983 internal_weight=0 472.552 407.215 internal_count=3100 2246 854 is_linear=0 shrinkage=0.000654706 Tree=133 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=770.83 171.811 127.041 threshold=0.09258000000000001 0.085865000000000011 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021220842674097616 0.00048663442726464663 -2.5464526573671062e-05 -0.0004309697703390906 leaf_weight=52.445573762059212 352.26405334472656 138.30249933898449 410.56031043827534 leaf_count=161 592 424 1984 internal_value=0 0.000342289 -0.000358082 internal_weight=0 490.567 463.006 internal_count=3161 1016 2145 is_linear=0 shrinkage=0.000389372 Tree=134 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=532.521 253.264 82.0186 threshold=0.080020000000000022 0.29587000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00079236998745468553 -0.0006058175880822136 0.00087893636224202368 0.00020668187754192333 leaf_weight=247.13584072887897 429.65244063735008 53.731142923235893 166.85214744508266 leaf_count=432 2186 88 416 internal_value=0 -0.000440612 0.000556436 internal_weight=0 483.384 413.988 internal_count=3122 2274 848 is_linear=0 shrinkage=0.000645292 Tree=135 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=657.833 224.747 124.518 threshold=0.040165000000000006 0.36766000000000004 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001325378496266938 -0.00042839960419368813 0.00059607296633065006 0.00051858047300991242 leaf_weight=68.256698206067085 447.85331812500954 46.128003969788551 362.25450152158737 leaf_count=218 2174 75 632 internal_value=0 -0.000332621 0.000415339 internal_weight=0 493.981 430.511 internal_count=3099 2249 850 is_linear=0 shrinkage=0.000442353 Tree=136 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=757.921 140.34 127.031 threshold=0.10100500000000003 0.080020000000000022 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0097088611473721e-05 0.00050672084447696514 -0.00043169043406231456 -5.5897934258957581e-05 leaf_weight=133.49655747413635 345.75731426477432 388.41171821951866 77.377360507845879 leaf_count=372 590 1928 218 internal_value=0 -0.000311031 0.000403849 internal_weight=0 521.908 423.135 internal_count=3108 2300 808 is_linear=0 shrinkage=0.000396995 Tree=137 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=720.157 171.649 128.931 threshold=0.092385000000000009 0.085090000000000013 0.049460000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045828633524714533 0.00056049467475388962 -2.4906892065808248e-05 0.00044945983838768592 leaf_weight=408.94185265898705 362.30994503200054 140.14171682298183 34.125772356987 leaf_count=1982 607 437 91 internal_value=0 0.000397248 -0.000388274 internal_weight=0 502.452 443.068 internal_count=3117 1044 2073 is_linear=0 shrinkage=0.000449204 Tree=138 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=663.789 224.067 79.7937 threshold=0.080020000000000022 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071008678652084104 -0.00054654453481710634 0.00070897260794796464 0.00022650854072475893 leaf_weight=254.68213135004044 444.44174598157406 47.771973341703415 175.22586657106876 leaf_count=430 2181 80 427 internal_value=0 -0.000424556 0.000513096 internal_weight=0 492.214 429.908 internal_count=3118 2261 857 is_linear=0 shrinkage=0.000551379 Tree=139 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=570.968 107.621 105.16 threshold=0.099115000000000023 -0.12077499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032362135448308336 -0.00073233918976300212 -0.00057930004073368849 0.00061423743213135187 leaf_weight=57.377079829573631 23.483060121536255 416.37141494452953 374.69207286834717 leaf_count=185 112 2060 699 internal_value=0 -0.000469894 0.000534637 internal_weight=0 473.748 398.175 internal_count=3056 2245 811 is_linear=0 shrinkage=0.000618424 Tree=140 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=590.705 128.632 116.972 threshold=0.10100500000000003 1.0000000180025095e-35 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056167357073238762 -0.00080471689585683156 0.0006503680308777793 0.00066825268779058884 leaf_weight=456.89466546475887 23.035076707601547 38.174400746822357 362.58036684989929 leaf_count=2268 115 75 661 internal_value=0 -0.000468088 0.000580056 internal_weight=0 495.069 385.615 internal_count=3119 2343 776 is_linear=0 shrinkage=0.000635027 Tree=141 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=562.464 216.144 98.4739 threshold=0.080020000000000022 0.29587000000000002 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002108226981932573 -0.00065712508421176511 0.00080795859627339958 0.00069022930678417445 leaf_weight=61.952112659811974 418.02777487039566 48.673899978399277 346.94055715203285 leaf_count=203 2183 84 645 internal_value=0 -0.000504169 0.000553689 internal_weight=0 466.702 408.893 internal_count=3115 2267 848 is_linear=0 shrinkage=0.000658581 Tree=142 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=548.622 110.815 97.9583 threshold=0.10113500000000002 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00065482325817468401 -0.00087913042764067417 0.00082101727720113309 0.0007826334540485193 leaf_weight=450.67891031503677 22.567509904503822 32.721034929156303 363.01742762327194 leaf_count=2230 112 91 676 internal_value=0 -0.000554758 0.000685147 internal_weight=0 483.4 385.585 internal_count=3109 2321 788 is_linear=0 shrinkage=0.000775383 Tree=143 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=541.289 115.415 108.058 threshold=0.099115000000000023 -0.11550499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035651580788554661 -0.00057276618599520367 -0.00053000714629276846 0.0005874562754903781 leaf_weight=56.845345929265022 29.357184246182442 406.41922752559185 373.66798089444637 leaf_count=185 96 2075 736 internal_value=0 -0.000421166 0.000502808 internal_weight=0 463.265 403.025 internal_count=3092 2260 832 is_linear=0 shrinkage=0.00058311 Tree=144 num_leaves=4 num_cat=0 split_feature=1 52 123 split_gain=613.263 122.462 109.574 threshold=0.099250000000000019 -0.32783999999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039285795722416434 -0.00059726636127289479 0.00048310540680025039 0.00047052896985352616 leaf_weight=455.81041860580444 23.390351817011833 397.22327275574207 33.242689937353134 leaf_count=2182 112 719 67 internal_value=0 0.000422883 -0.000334076 internal_weight=0 420.614 489.053 internal_count=3080 831 2249 is_linear=0 shrinkage=0.000459707 Tree=145 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=511.345 132.677 97.1741 threshold=0.099115000000000023 -0.11550499999999998 0.26760500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041451505833518744 0.00063771066746631485 -0.0005621736503694779 -0.00036742200741186404 leaf_weight=63.195222854614258 357.68356512486935 412.09689775109291 42.362469732761383 leaf_count=200 670 2116 160 internal_value=0 -0.000432245 0.0005312 internal_weight=0 475.292 400.046 internal_count=3146 2316 830 is_linear=0 shrinkage=0.000628021 Tree=146 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=671.76 242.791 99.3945 threshold=0.080020000000000022 0.29587000000000002 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.9134887938259804e-05 -0.00034542755457787672 0.0004564443254093611 0.00039864156477888765 leaf_weight=62.091117516160011 431.82949031889439 48.766448602080345 351.97248603403568 leaf_count=201 2149 79 617 internal_value=0 -0.000263974 0.000328496 internal_weight=0 480.596 414.064 internal_count=3046 2228 818 is_linear=0 shrinkage=0.000340964 Tree=147 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=628.591 218.201 87.3508 threshold=0.078515000000000015 0.29587000000000002 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00070912563435801784 -0.00054453365375569383 0.00073514188766025924 0.00019315441094539142 leaf_weight=248.59265384078026 438.60774108767509 44.831824079155922 168.42817731201649 leaf_count=425 2201 75 424 internal_value=0 -0.00042572 0.000500841 internal_weight=0 483.44 417.021 internal_count=3125 2276 849 is_linear=0 shrinkage=0.000553047 Tree=148 num_leaves=4 num_cat=0 split_feature=1 376 47 split_gain=485.102 124.188 101.497 threshold=0.10100500000000003 0.076485000000000011 0.082465000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042775706065917182 0.00060374909990400032 0.00075382485498078566 -0.00010799825907272972 leaf_weight=452.77282798290253 299.34785753488541 27.605864584445953 73.140427261590958 leaf_count=2272 558 49 213 internal_value=0 -0.000359695 0.000464003 internal_weight=0 480.379 372.488 internal_count=3092 2321 771 is_linear=0 shrinkage=0.000541774 Tree=149 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=506.388 130.234 87.8204 threshold=0.10100500000000003 0.062580000000000011 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063132098219552553 -0.0007354075412442933 0.00091654969958109792 0.00077926948961363747 leaf_weight=447.56616239249706 24.943471267819405 35.831142619252205 364.44700671732426 leaf_count=2248 114 92 685 internal_value=0 -0.000516402 0.000682059 internal_weight=0 483.397 389.39 internal_count=3139 2340 799 is_linear=0 shrinkage=0.000782221 Tree=150 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=734.394 138.609 122.448 threshold=0.10100500000000003 0.080020000000000022 -0.27269499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1247705989511365e-05 -0.00042105959132732662 -0.00038206977546705924 0.00041169781310188854 leaf_weight=132.85535417497158 23.880412578582764 387.28148341178894 391.54217709600925 leaf_count=372 112 1972 682 internal_value=0 -0.000273959 0.000363727 internal_weight=0 520.137 415.423 internal_count=3138 2344 794 is_linear=0 shrinkage=0.000357654 Tree=151 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=650.238 138.612 108.469 threshold=0.10100500000000003 -0.12077499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029522575986655979 -0.00053756121752863333 -0.0004320485235438743 0.00049998110801467851 leaf_weight=63.46243904531002 22.561243876814842 444.9634580463171 380.88881173729897 leaf_count=189 106 2138 681 internal_value=0 -0.000341224 0.000441828 internal_weight=0 508.426 403.45 internal_count=3114 2327 787 is_linear=0 shrinkage=0.000460628 Tree=152 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=621.356 209.644 113.957 threshold=0.079600000000000018 -0.23389999999999997 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018421981937728944 0.00031763528073607152 -0.00043366674415443759 0.00045668401396723926 leaf_weight=53.837414875626564 74.139519333839417 402.95452013611794 356.39571979641914 leaf_count=181 194 2035 648 internal_value=0 -0.000316869 0.000372547 internal_weight=0 477.094 410.233 internal_count=3058 2229 829 is_linear=0 shrinkage=0.000410811 Tree=153 num_leaves=4 num_cat=0 split_feature=4 3 151 split_gain=530.744 324.644 13.7323 threshold=0.27834500000000006 -0.048654999999999997 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032830271123932019 0.00022264662834827189 0.00019234798150208153 0.00052542963685745479 leaf_weight=452.44319827854633 21.907469287514687 238.00519083440304 197.59664271771908 leaf_count=2145 46 575 303 internal_value=0 -0.000148827 0.000495339 internal_weight=0 690.448 219.504 internal_count=3069 2720 349 is_linear=0 shrinkage=0.000360932 Tree=154 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=632.955 142.215 128.686 threshold=0.099470000000000017 0.062580000000000011 0.082465000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041506474377099752 0.00056342204242649553 0.00055166785628575112 -9.3810304926874262e-05 leaf_weight=449.81729312241077 332.34511299431324 35.183970153331757 79.293257221579552 leaf_count=2139 582 88 226 internal_value=0 -0.000344823 0.000436829 internal_weight=0 485.001 411.638 internal_count=3035 2227 808 is_linear=0 shrinkage=0.000463663 Tree=155 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=628.633 160.182 95.6705 threshold=0.09258000000000001 0.085865000000000011 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018048017831086109 0.00049199894025530808 -4.3383160549571028e-05 -0.0004327179346542096 leaf_weight=50.000715643167496 346.02945223450661 133.86813212931156 360.27960783243179 leaf_count=165 601 424 1869 internal_value=0 0.000342678 -0.000357959 internal_weight=0 479.898 410.28 internal_count=3059 1025 2034 is_linear=0 shrinkage=0.000415648 Tree=156 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=704.497 235.037 114.37 threshold=0.078515000000000015 0.29587000000000002 0.090630000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.4121822504329096e-05 -0.00037143992231191412 0.00047739663788070127 0.00045038475622918075 leaf_weight=73.745463132858276 442.08009639382362 48.97915031015873 347.19466228783131 leaf_count=230 2138 81 592 internal_value=0 -0.000286686 0.000362008 internal_weight=0 491.059 420.94 internal_count=3041 2219 822 is_linear=0 shrinkage=0.000367988 Tree=157 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=791.349 212.017 134.166 threshold=0.078515000000000015 0.29587000000000002 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.1271938424728239e-05 -0.00035871723255765032 0.00044252646457651311 0.00043149840114888955 leaf_weight=68.958784952759743 452.03819860517979 42.538856193423271 360.40094432234764 leaf_count=225 2170 71 611 internal_value=0 -0.000289717 0.000347535 internal_weight=0 494.577 429.36 internal_count=3077 2241 836 is_linear=0 shrinkage=0.000343469 Tree=158 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=717.69 203.497 133.283 threshold=0.078515000000000015 0.12545500000000001 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013340987323204323 -0.00033591310685321938 0.00050118411654382418 0.00041780135627260244 leaf_weight=62.42699408531189 458.17169223725796 38.464088037610054 383.46295940876007 leaf_count=206 2180 65 668 internal_value=0 -0.000270982 0.000340615 internal_weight=0 496.636 445.89 internal_count=3119 2245 874 is_linear=0 shrinkage=0.000349973 Tree=159 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=563.844 179.823 101.249 threshold=0.078515000000000015 0.12485500000000001 0.090740000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012260096713437955 -0.00067956645520557955 0.00099506745971905761 0.00082083780458405275 leaf_weight=75.813788652420044 420.97474783658981 37.950798586010933 336.69125017523766 leaf_count=242 2151 66 607 internal_value=0 -0.000540874 0.000647458 internal_weight=0 458.926 412.505 internal_count=3066 2217 849 is_linear=0 shrinkage=0.000737707 Tree=160 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=701.606 145.36 104.231 threshold=0.094695000000000015 -0.40306999999999998 0.049460000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037272146597225304 -0.00054087505915632449 0.00038085540907637486 0.00033843639526514755 leaf_weight=426.26156222820282 25.016732931137085 425.54133248329163 30.530277341604233 leaf_count=2093 121 803 84 internal_value=0 0.000329556 -0.000325119 internal_weight=0 450.558 456.792 internal_count=3101 924 2177 is_linear=0 shrinkage=0.000372289 Tree=161 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=545.627 214.911 68.0534 threshold=0.080020000000000022 0.29587000000000002 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00074680385807084689 -0.00060301333326506432 0.0008225448152152971 0.00023091035672399008 leaf_weight=245.14158625900745 410.94409736990929 46.288792431354523 171.3300274759531 leaf_count=439 2157 78 428 internal_value=0 -0.000458528 0.000534692 internal_weight=0 457.233 416.472 internal_count=3102 2235 867 is_linear=0 shrinkage=0.000627817 Tree=162 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=658.582 152.364 119.596 threshold=0.10100500000000003 1.0000000180025095e-35 0.082465000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034033851761067663 0.00027330489623038812 0.00024215031390721969 -0.00014213134623137106 leaf_weight=552.42283402383327 285.74865160882473 39.337104171514511 70.765745162963867 leaf_count=2247 565 77 210 internal_value=0 -0.000301579 0.000190825 internal_weight=0 591.76 356.514 internal_count=3099 2324 775 is_linear=0 shrinkage=0.000286229 Tree=163 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=556.395 194.003 90.7247 threshold=0.078120000000000009 0.29587000000000002 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023365523834381028 -0.00069457757069939197 0.00090575274387403259 0.0007358116813412941 leaf_weight=57.639446258544922 421.68078511953354 42.737138211727142 350.94462886452675 leaf_count=189 2189 73 662 internal_value=0 -0.000547128 0.000599021 internal_weight=0 464.418 408.584 internal_count=3113 2262 851 is_linear=0 shrinkage=0.000716462 Tree=164 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=590.821 195.898 136.511 threshold=0.040165000000000006 0.29587000000000002 0.08869500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030532373569964864 -0.00050701924427597016 0.00045393369179286166 0.00035780025861006476 leaf_weight=65.230272024869919 521.30583272874355 39.367083519697189 300.84192544221878 leaf_count=206 2191 74 617 internal_value=0 -0.00043947 0.000239581 internal_weight=0 560.673 366.072 internal_count=3088 2265 823 is_linear=0 shrinkage=0.000415798 Tree=165 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=722.75 259.299 122.496 threshold=0.080020000000000022 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013950058503844028 -0.00037146923875125464 0.00049203565594472154 0.00042544394580056142 leaf_weight=57.650729343295097 450.0406833589077 50.395673453807831 380.39658805727959 leaf_count=190 2158 82 671 internal_value=0 -0.000284421 0.000351076 internal_weight=0 500.436 438.047 internal_count=3101 2240 861 is_linear=0 shrinkage=0.000361321 Tree=166 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=513.517 204.123 74.2488 threshold=0.080020000000000022 0.36766000000000004 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00067276785243276468 -0.00056986520742213439 0.00076461923897973554 0.00016403497728955153 leaf_weight=230.2135174125433 419.63668574392796 42.93720118701458 169.81465829908848 leaf_count=421 2165 72 431 internal_value=0 -0.00044584 0.000456914 internal_weight=0 462.574 400.028 internal_count=3089 2237 852 is_linear=0 shrinkage=0.000583552 Tree=167 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=522.983 186.102 71.9451 threshold=0.080020000000000022 0.36766000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00081795853423891833 -0.00064708312891639157 0.00085829369621950836 0.00022095665610263662 leaf_weight=236.06953905522823 422.09974981844425 43.372630074620247 164.42758287489414 leaf_count=426 2189 75 412 internal_value=0 -0.00050664 0.000572984 internal_weight=0 465.472 400.497 internal_count=3102 2264 838 is_linear=0 shrinkage=0.000692757 Tree=168 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=482.557 127.975 127.344 threshold=0.09258000000000001 0.049460000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00069076242098776574 -0.00077073194855246778 0.00076934513635970527 0.00058534457297557108 leaf_weight=376.06345953047276 36.675925999879837 31.618792563676834 408.67071397602558 leaf_count=1995 136 86 885 internal_value=0 -0.00057734 0.000473501 internal_weight=0 407.682 445.347 internal_count=3102 2081 1021 is_linear=0 shrinkage=0.000697988 Tree=169 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=671.143 135.277 120.073 threshold=0.10100500000000003 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8651844544540577e-05 -0.00049297816189621045 -0.00044664416762967143 0.00044785484796924015 leaf_weight=130.12416280806065 24.250769808888435 376.98103988170624 372.81018544733524 leaf_count=362 113 1942 668 internal_value=0 -0.000322135 0.00039027 internal_weight=0 507.105 397.061 internal_count=3085 2304 781 is_linear=0 shrinkage=0.00041042 Tree=170 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=717.448 145.584 132.455 threshold=0.099115000000000023 0.078515000000000015 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1437523076267404e-05 -0.00038279577224487244 -0.00039720934640638235 0.00037375321990650609 leaf_weight=122.38573214411736 29.007236480712891 377.8155342489481 375.49632869660854 leaf_count=339 130 1918 670 internal_value=0 -0.000292347 0.00031941 internal_weight=0 500.201 404.504 internal_count=3057 2257 800 is_linear=0 shrinkage=0.000341601 Tree=171 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=510.756 183.869 107.611 threshold=0.080020000000000022 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023882685483623691 -0.00047468698976795286 0.00058576683448040366 0.00050336603611395817 leaf_weight=56.452904924750328 407.824771925807 45.203643843531609 352.57992461323738 leaf_count=189 2151 80 676 internal_value=0 -0.000368755 0.000400895 internal_weight=0 453.028 409.033 internal_count=3096 2231 865 is_linear=0 shrinkage=0.000499362 Tree=172 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=490.107 139.495 93.2097 threshold=0.10384000000000002 0.080020000000000022 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011091019526091115 0.0007685060785497062 -0.00068987535373684185 -0.00014320584123259076 leaf_weight=142.28767666220665 281.3355406075716 354.31701777875423 64.269154876470566 leaf_count=387 523 1980 187 internal_value=0 -0.00046046 0.000598971 internal_weight=0 496.605 345.605 internal_count=3077 2367 710 is_linear=0 shrinkage=0.000683241 Tree=173 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=651.045 137.793 104.037 threshold=0.10100500000000003 0.080020000000000022 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7906499794522154e-05 -0.00051920360853633513 -0.00040758860270264323 0.00038636262679496989 leaf_weight=127.51049496233463 18.274138227105141 383.59980146586895 365.95590999722481 leaf_count=349 91 1981 673 internal_value=0 -0.000296464 0.000343155 internal_weight=0 511.11 384.23 internal_count=3094 2330 764 is_linear=0 shrinkage=0.000371305 Tree=174 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=470.882 169.83 88.2953 threshold=0.078515000000000015 0.29587000000000002 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014228899848469026 -0.00054605456894951253 0.00070732880272613037 0.0005930872505014378 leaf_weight=71.287726923823357 414.48480732738972 42.692201897501945 327.4859571158886 leaf_count=226 2203 76 628 internal_value=0 -0.000428866 0.000461623 internal_weight=0 457.177 398.774 internal_count=3133 2279 854 is_linear=0 shrinkage=0.000598978 Tree=175 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=491.797 172.322 120.773 threshold=0.080020000000000022 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037880361843559271 -0.00058628028791687318 0.00068741247623255869 0.00059001653677962093 leaf_weight=53.708334162831306 396.2253707498312 42.452316656708717 345.45300315320492 leaf_count=186 2159 77 672 internal_value=0 -0.000462877 0.000459589 internal_weight=0 438.678 399.161 internal_count=3094 2236 858 is_linear=0 shrinkage=0.000601426 Tree=176 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=642.422 199.896 105.887 threshold=0.078515000000000015 0.12545500000000001 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013008279787206579 -0.00036447538856472798 0.00049495121315316589 0.00039787031564982457 leaf_weight=58.454492092132568 439.09792077541351 38.913149684667587 357.86406700313091 leaf_count=191 2168 67 651 internal_value=0 -0.000294413 0.000323726 internal_weight=0 478.011 416.319 internal_count=3077 2235 842 is_linear=0 shrinkage=0.000363843 Tree=177 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=449.091 124.91 123.64 threshold=0.090515000000000012 0.049460000000000011 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005578227991530877 0.00013878536629524361 0.00060673187551579669 0.00073619022862323608 leaf_weight=339.8894472271204 287.24540695548058 30.769174337387085 168.99593591690063 leaf_count=1884 808 86 286 internal_value=0 -0.000460997 0.000360196 internal_weight=0 370.659 456.241 internal_count=3064 1970 1094 is_linear=0 shrinkage=0.000554237 Tree=178 num_leaves=4 num_cat=0 split_feature=4 40 151 split_gain=370.468 245.927 9.11838 threshold=0.27608500000000008 -0.034699999999999988 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00063048245722717065 0.00031504615200564882 -0.00043295958617514885 0.00079957022432846172 leaf_weight=105.95796979963779 17.584878399968147 531.11519168317318 173.85005366802216 leaf_count=213 39 2529 305 internal_value=0 -0.000256008 0.000755273 internal_weight=0 637.073 191.435 internal_count=3086 2742 344 is_linear=0 shrinkage=0.000637617 Tree=179 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=608.729 149.085 136.582 threshold=0.099115000000000023 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.728551219827532e-05 -0.00044244720897979706 -0.00037551750933237371 0.00037690891731111445 leaf_weight=126.96648545563221 26.789697960019112 358.95280374586582 379.40026676654816 leaf_count=345 124 1907 690 internal_value=0 -0.000259828 0.000322762 internal_weight=0 485.919 406.19 internal_count=3066 2252 814 is_linear=0 shrinkage=0.000351273 Tree=180 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=569.151 128.383 122.784 threshold=0.099115000000000023 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.523831607561495e-05 -0.00053272736135593409 -0.00046585096297588444 0.00042786778700660546 leaf_weight=124.20770041644573 26.580879881978035 354.59943559765816 376.46659088134766 leaf_count=353 125 1943 708 internal_value=0 -0.000333289 0.000364386 internal_weight=0 478.807 403.047 internal_count=3129 2296 833 is_linear=0 shrinkage=0.000432669 Tree=181 num_leaves=4 num_cat=0 split_feature=4 40 151 split_gain=494.114 229.756 9.2675 threshold=0.27834500000000006 -0.034699999999999988 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037011856221543242 0.00020215642224792537 -0.00052003853958998338 0.00061975166958776304 leaf_weight=91.031123861670494 16.174770683050156 613.60256180167198 157.00733762979507 leaf_count=201 39 2513 304 internal_value=0 -0.000404999 0.000580905 internal_weight=0 704.634 173.182 internal_count=3057 2714 343 is_linear=0 shrinkage=0.000523075 Tree=182 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=420.825 129.936 87.5116 threshold=0.090515000000000012 0.087170000000000011 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059960072597067837 0.00059762919148777769 -0.00013513677110443728 0.00060035001988813534 leaf_weight=359.16892726719379 309.4776980727911 136.62254746258259 25.415851667523384 leaf_count=1932 610 475 72 internal_value=0 0.000373235 -0.000520149 internal_weight=0 446.1 384.585 internal_count=3089 1085 2004 is_linear=0 shrinkage=0.000625951 Tree=183 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=585.996 133.97 117.192 threshold=0.099115000000000023 -0.28763999999999995 0.081135000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.2122340532043443e-05 -0.00064471180491831013 0.00048015713193249096 -0.00051087077494029159 leaf_weight=122.16043576598167 25.950630381703377 377.49379445612431 363.80588503181934 leaf_count=349 125 708 1905 internal_value=0 0.000407644 -0.000374399 internal_weight=0 403.444 485.966 internal_count=3087 833 2254 is_linear=0 shrinkage=0.000479714 Tree=184 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=443.019 133.627 108.746 threshold=0.10100500000000003 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047833486930138556 0.00074616567239043697 -0.0006333902463843816 -0.00024725439840414271 leaf_weight=62.615957736968994 292.71556724607944 408.44431695342064 68.268222033977509 leaf_count=198 572 2112 207 internal_value=0 -0.000485535 0.000558274 internal_weight=0 471.06 360.984 internal_count=3089 2310 779 is_linear=0 shrinkage=0.000709054 Tree=185 num_leaves=4 num_cat=0 split_feature=1 52 376 split_gain=580.917 122.42 111.888 threshold=0.10100500000000003 -0.32783999999999996 0.048695000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044753273886240149 -0.000689125436218651 0.00051486097753107997 0.00061412566862375183 leaf_weight=478.20337457954884 23.236287757754326 359.16449937224388 27.122692540287971 leaf_count=2285 108 667 51 internal_value=0 0.000441521 -0.000390426 internal_weight=0 382.401 505.326 internal_count=3111 775 2336 is_linear=0 shrinkage=0.000509332 Tree=186 num_leaves=4 num_cat=0 split_feature=12 10 13 split_gain=583.453 147.259 91.6119 threshold=0.080250000000000016 -0.11133 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052014139976240591 0.00067952238694445586 -0.00038469165387537799 0.00011316785551484565 leaf_weight=245.4943421036005 24.552474915981293 460.92994339764118 167.52539111673832 leaf_count=427 38 2208 423 internal_value=0 -0.000330727 0.000355144 internal_weight=0 485.482 413.02 internal_count=3096 2246 850 is_linear=0 shrinkage=0.000424235 Tree=187 num_leaves=4 num_cat=0 split_feature=4 123 0 split_gain=386.726 227.054 9.08761 threshold=0.27834500000000006 1.0000000180025095e-35 -0.23274999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035183339416053404 0.0003216801057226242 0.00058925592617670359 0.00070201482446734416 leaf_weight=558.49545882642269 21.357597395777702 88.446886658668518 170.25640225410461 leaf_count=2580 46 168 297 internal_value=0 -0.000223092 0.000659835 internal_weight=0 646.942 191.614 internal_count=3091 2748 343 is_linear=0 shrinkage=0.000546022 Tree=188 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=553.284 133.206 106.556 threshold=0.09450500000000002 -0.24600999999999998 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020049931147687021 -0.00048434308600128366 0.00039799791272213911 -0.00041095391971652623 leaf_weight=57.748338222503662 32.720719516277313 398.70162990689278 399.18532761931419 leaf_count=181 143 780 2003 internal_value=0 0.000330969 -0.000333647 internal_weight=0 431.422 456.934 internal_count=3107 923 2184 is_linear=0 shrinkage=0.000420956 Tree=189 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=459.604 173.227 106.309 threshold=0.040165000000000006 0.29587000000000002 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003294619396675158 -0.00062334052327934618 0.00075765087507273911 0.00064377561601591945 leaf_weight=57.921289294958115 411.08353281021118 43.952830895781517 322.71147292852402 leaf_count=197 2210 80 634 internal_value=0 -0.000489794 0.000495624 internal_weight=0 455.036 380.633 internal_count=3121 2290 831 is_linear=0 shrinkage=0.00066183 Tree=190 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=536.163 136.077 107.851 threshold=0.10100500000000003 0.078515000000000015 -0.27269499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.2322629125293083e-05 -0.00050162204652731473 -0.00041473466514552063 0.00041695677761299413 leaf_weight=133.32601256668568 23.142228364944458 369.51154577732086 363.24597099423409 leaf_count=361 107 1948 680 internal_value=0 -0.000285605 0.00036181 internal_weight=0 502.838 386.388 internal_count=3096 2309 787 is_linear=0 shrinkage=0.000413344 Tree=191 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=438.716 169.628 92.9026 threshold=0.040165000000000006 0.29587000000000002 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003089240893379721 -0.00067138470780441536 0.00081273265767061939 0.00068638321179868389 leaf_weight=57.232557997107506 395.91651405394077 44.302925497293472 320.62889415025711 leaf_count=192 2145 81 634 internal_value=0 -0.000521857 0.000535583 internal_weight=0 440.219 377.861 internal_count=3052 2226 826 is_linear=0 shrinkage=0.00071999 Tree=192 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=577.124 173.666 102.875 threshold=0.080020000000000022 0.12545500000000001 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.3186731608240771e-05 -0.00037979549430940303 0.00052827816131394969 0.00041628125225455297 leaf_weight=73.970529183745384 434.5786691904068 34.641498044133186 332.32121016085148 leaf_count=236 2156 59 608 internal_value=0 -0.000312644 0.000323526 internal_weight=0 469.22 406.292 internal_count=3059 2215 844 is_linear=0 shrinkage=0.000390815 Tree=193 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=430.704 146.677 83.5396 threshold=0.10423500000000001 1.0000000180025095e-35 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050962442217947093 0.0006796163818487118 0.00063626288445478368 -0.00011374347101024013 leaf_weight=451.79001136124134 266.23782397806644 48.616381093859673 64.957947105169296 leaf_count=2317 512 95 191 internal_value=0 -0.00039818 0.000524028 internal_weight=0 500.406 331.196 internal_count=3115 2412 703 is_linear=0 shrinkage=0.000627405 Tree=194 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=617.32 151.206 110.818 threshold=0.10100500000000003 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4194159102280385e-05 -0.00043393252900236713 -0.00038291026314910421 0.0003769504120707552 leaf_weight=137.96586202085018 23.003524899482727 390.24812217056751 362.66672571003437 leaf_count=376 106 1989 663 internal_value=0 -0.000268754 0.000328473 internal_weight=0 528.214 385.67 internal_count=3134 2365 769 is_linear=0 shrinkage=0.000358928 Tree=195 num_leaves=4 num_cat=0 split_feature=1 150 52 split_gain=400.333 112.808 103.646 threshold=0.10100500000000003 0.083205000000000015 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054906226821538741 -0.00083201824205676571 0.00032866191925798706 0.00055985133027533507 leaf_weight=397.18562124669552 22.560572326183319 67.842846736311913 327.5812244862318 leaf_count=2088 111 223 663 internal_value=0 -0.000420963 0.000469932 internal_weight=0 465.028 350.142 internal_count=3085 2311 774 is_linear=0 shrinkage=0.000629383 Tree=196 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=585.061 194.475 102.573 threshold=0.080020000000000022 0.29587000000000002 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013433699454844971 -0.00044053873755099297 0.00052352230837890185 0.00046284491710749429 leaf_weight=64.647589430212975 415.3362984508276 43.645521014928818 341.45140708982944 leaf_count=215 2121 76 631 internal_value=0 -0.000348759 0.000367768 internal_weight=0 458.982 406.099 internal_count=3043 2197 846 is_linear=0 shrinkage=0.000434884 Tree=197 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=614.799 112.546 106.756 threshold=0.10100500000000003 0.079600000000000018 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0863431154136207e-05 -0.00042934385081209086 -0.00036287471227240128 0.00037237214192970924 leaf_weight=129.60188469290733 22.217494010925293 382.29145258665085 369.09247772395611 leaf_count=367 101 1968 675 internal_value=0 -0.000265736 0.000326743 internal_weight=0 511.893 391.31 internal_count=3111 2335 776 is_linear=0 shrinkage=0.000355893 Tree=198 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=569.047 158.131 95.1569 threshold=0.10384000000000002 0.080020000000000022 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0682026460926412e-05 -0.00046900888793769086 -0.00041623164172513395 0.00041679012005479748 leaf_weight=145.40270009636879 20.216374441981316 382.21111865341663 338.40217024087906 leaf_count=395 92 2007 620 internal_value=0 -0.000282059 0.000366724 internal_weight=0 527.614 358.619 internal_count=3114 2402 712 is_linear=0 shrinkage=0.000397452 Tree=199 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=532.167 197.143 82.9394 threshold=0.078515000000000015 0.36766000000000004 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010274841292715266 -0.00043652674848066841 0.00053687835608221067 0.00045422350309095536 leaf_weight=63.679190322756767 413.5154944807291 46.369469106197357 340.37224544584751 leaf_count=204 2146 81 648 internal_value=0 -0.000338273 0.00036644 internal_weight=0 459.885 404.051 internal_count=3079 2227 852 is_linear=0 shrinkage=0.000448071 Tree=200 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=570.871 196.442 131.405 threshold=0.080020000000000022 0.29587000000000002 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016914395896383246 -0.00036765220570642704 0.00047496296508465791 0.00040530605830072533 leaf_weight=67.717057913541794 432.97223754227161 43.400250598788261 353.83002901077271 leaf_count=227 2167 74 649 internal_value=0 -0.000290792 0.000313006 internal_weight=0 476.372 421.547 internal_count=3117 2241 876 is_linear=0 shrinkage=0.000377968 Tree=201 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=562.622 128.761 100.999 threshold=0.09450500000000002 -0.32783999999999996 0.079600000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.9247458215964551e-05 -0.00060908562048501221 0.00043554756023468774 -0.00050937341929810462 leaf_weight=102.61600477993488 28.467314183712006 422.97056061029434 341.97271816432476 leaf_count=299 132 841 1867 internal_value=0 0.000369539 -0.000385078 internal_weight=0 451.438 444.589 internal_count=3139 973 2166 is_linear=0 shrinkage=0.000476201 Tree=202 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=644.388 155.347 129.751 threshold=0.10100500000000003 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.9745991031215578e-05 -0.00050129143856674819 -0.00040548622047372975 0.00040706010716225861 leaf_weight=128.97897957265377 23.263461962342262 376.67433048784733 370.69752123951912 leaf_count=353 108 1957 667 internal_value=0 -0.000284278 0.000353295 internal_weight=0 505.653 393.961 internal_count=3085 2310 775 is_linear=0 shrinkage=0.000373798 Tree=203 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=564.645 201.57 78.0811 threshold=0.078515000000000015 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046821326864148984 -0.00037672318071091881 0.00047097651029555571 0.00012207305917446022 leaf_weight=240.10876829922199 436.65343195199966 46.787509024143219 166.74092857539654 leaf_count=424 2178 81 419 internal_value=0 -0.000294593 0.000326426 internal_weight=0 483.441 406.85 internal_count=3102 2259 843 is_linear=0 shrinkage=0.000388504 Tree=204 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=461.969 174.277 85.3414 threshold=0.080020000000000022 -0.030749999999999996 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015544398983249834 0.00051118231497851462 -0.00061481366659199002 0.00062688718125292284 leaf_weight=68.97372655570507 65.667520746588707 389.12126231193542 329.2311350107193 leaf_count=224 198 2070 640 internal_value=0 -0.000452144 0.000491373 internal_weight=0 454.789 398.205 internal_count=3132 2268 864 is_linear=0 shrinkage=0.000639714 Tree=205 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=638.439 208.685 116.951 threshold=0.080020000000000022 0.36766000000000004 0.09258000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.4892899870895792e-05 -0.00033717493775285918 0.00041622792406273895 0.00038007650866182742 leaf_weight=89.938791528344154 434.19509637355804 44.271396413445473 334.4931823015213 leaf_count=275 2134 75 587 internal_value=0 -0.000267383 0.000290036 internal_weight=0 478.466 424.432 internal_count=3071 2209 862 is_linear=0 shrinkage=0.000330892 Tree=206 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=634.253 156.023 139.37 threshold=0.092845000000000025 -0.32783999999999996 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021041044691548917 -0.00046201109774908922 0.00031369477170293056 -0.00034522645669332846 leaf_weight=55.097001194953918 29.58242030441761 443.95796203613281 396.44563637673855 leaf_count=166 135 869 1938 internal_value=0 0.000265138 -0.000277393 internal_weight=0 473.54 451.543 internal_count=3108 1004 2104 is_linear=0 shrinkage=0.000327554 Tree=207 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=611.082 144.338 131.537 threshold=0.09450500000000002 -0.32783999999999996 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022991952036745958 -0.00053089016465569588 0.00037277332938657061 -0.00038922388387180605 leaf_weight=57.450724676251411 27.538841038942337 419.35035194456577 402.42047096788883 leaf_count=177 129 807 1979 internal_value=0 0.000316967 -0.000311838 internal_weight=0 446.889 459.871 internal_count=3092 936 2156 is_linear=0 shrinkage=0.000382994 Tree=208 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=471.311 165.073 90.4757 threshold=0.078120000000000009 0.29587000000000002 0.09258000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.8217825743272762e-05 -0.00051654344392337479 0.00062504225514411831 0.00056251873176627173 leaf_weight=79.974132806062698 408.85127069056034 42.652958586812019 303.43417686223984 leaf_count=251 2188 77 576 internal_value=0 -0.000408571 0.000424709 internal_weight=0 451.504 383.408 internal_count=3092 2265 827 is_linear=0 shrinkage=0.000552761 Tree=209 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=470.456 185.907 80.0165 threshold=0.080020000000000022 0.12485500000000001 0.08869500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014454399458118113 -0.00065744606725838322 0.00091015274123359415 0.00070196351839132607 leaf_weight=67.676494583487511 405.04411907494068 41.668673187494278 319.76084759831429 leaf_count=219 2175 75 619 internal_value=0 -0.000511031 0.000554099 internal_weight=0 446.713 387.437 internal_count=3088 2250 838 is_linear=0 shrinkage=0.000707449 Tree=210 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=455.828 111.486 98.4226 threshold=0.10100500000000003 0.081135000000000013 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.317841928043868e-05 -0.00082286895295858881 -0.00068595411112500569 0.0006456909083100978 leaf_weight=130.87476524710655 23.05627965927124 337.72836554050446 339.61308665573597 leaf_count=374 112 1957 673 internal_value=0 -0.000476766 0.000552104 internal_weight=0 468.603 362.669 internal_count=3116 2331 785 is_linear=0 shrinkage=0.000689139 Tree=211 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=410.568 166.672 77.0429 threshold=0.080020000000000022 0.12968000000000005 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002646933895776576 -0.00061696385743155013 0.0008971810220150992 0.00061837704998071513 leaf_weight=54.247082695364952 397.01114217936993 37.346228897571564 323.26799775660038 leaf_count=183 2161 67 656 internal_value=0 -0.000486579 0.000491443 internal_weight=0 434.357 377.515 internal_count=3067 2228 839 is_linear=0 shrinkage=0.000686062 Tree=212 num_leaves=4 num_cat=0 split_feature=1 376 47 split_gain=437.466 134.387 77.8318 threshold=0.10423500000000001 0.048695000000000009 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045835399785661043 0.00063704081643307757 0.00073241570128910951 -9.4037646165296611e-05 leaf_weight=452.5333746522665 275.04228669404984 35.500517934560776 62.135018602013588 leaf_count=2348 534 65 182 internal_value=0 -0.000371587 0.000502331 internal_weight=0 488.034 337.177 internal_count=3129 2413 716 is_linear=0 shrinkage=0.00059011 Tree=213 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=521.502 185.032 103.126 threshold=0.078120000000000009 0.29587000000000002 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040591426650214165 -0.00045927996708789316 0.00042473807102963283 -2.0402762184001411e-05 leaf_weight=208.45560082793236 492.12510849535465 40.229200422763824 156.14999088644981 leaf_count=421 2181 77 422 internal_value=0 -0.000392401 0.000223385 internal_weight=0 532.354 364.606 internal_count=3101 2258 843 is_linear=0 shrinkage=0.000396716 Tree=214 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=311.702 217.496 114.417 threshold=-0.049374999999999995 -0.10075499999999998 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031238113853306732 0.00074538928016067466 -0.00071221252496688164 -4.0243886548033066e-05 leaf_weight=135.41127671301365 218.7798490524292 315.97423163056374 138.55698299407959 leaf_count=423 444 1817 393 internal_value=0 -0.000404843 0.000440844 internal_weight=0 451.386 357.337 internal_count=3077 2240 837 is_linear=0 shrinkage=0.000676572 Tree=215 num_leaves=4 num_cat=0 split_feature=1 123 159 split_gain=433.42 128.508 71.8155 threshold=0.10423500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051942805325005579 -0.00053327083567381939 0.00057059783253834116 0.00060463868069965171 leaf_weight=441.3343843370676 23.715232715010643 47.628811404109001 306.19670788943768 leaf_count=2329 77 97 632 internal_value=0 -0.000413145 0.000522689 internal_weight=0 488.963 329.912 internal_count=3135 2426 709 is_linear=0 shrinkage=0.00063101 Tree=216 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=470.165 176.815 78.9355 threshold=0.080020000000000022 0.36766000000000004 0.16388500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045174573246392093 -0.00043648035129218658 0.00057859647776690711 -0.00025338597322332594 leaf_weight=352.88514144718647 412.35848978161812 43.827494025230408 40.918262168765068 leaf_count=717 2171 77 129 internal_value=0 -0.00033884 0.000378428 internal_weight=0 456.186 393.803 internal_count=3094 2248 846 is_linear=0 shrinkage=0.00048097 Tree=217 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=537.74 152.807 107.946 threshold=0.090515000000000012 0.087170000000000011 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017526089115370373 0.00038031481706388446 -5.0816996271231856e-05 -0.0003769233715568655 leaf_weight=50.383032768964767 334.74451288580894 146.98721523582935 343.8623059540987 leaf_count=171 617 491 1818 internal_value=0 0.000248786 -0.000306327 internal_weight=0 481.732 394.245 internal_count=3097 1108 1989 is_linear=0 shrinkage=0.000352526 Tree=218 num_leaves=4 num_cat=0 split_feature=1 52 123 split_gain=365.433 103.665 99.6477 threshold=0.10100500000000003 -0.28763999999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044226026342788946 -0.00077469674292861572 0.00051238490714663283 0.00058662726532736375 leaf_weight=417.50719992816448 22.773951217532158 332.13567869365215 34.78080902993679 leaf_count=2209 113 683 67 internal_value=0 0.000429577 -0.000363014 internal_weight=0 354.91 452.288 internal_count=3072 796 2276 is_linear=0 shrinkage=0.000584767 Tree=219 num_leaves=4 num_cat=0 split_feature=4 3 0 split_gain=443.861 307.292 11.2827 threshold=0.28122000000000008 -0.048654999999999997 -0.23274999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036230055743708485 0.00021490681684567029 0.00018275277077971366 0.00052452948386562208 leaf_weight=443.73453611135483 20.102070704102516 242.82737995684147 177.33332577347755 leaf_count=2184 43 597 291 internal_value=0 -0.000169524 0.000493145 internal_weight=0 686.562 197.435 internal_count=3115 2781 334 is_linear=0 shrinkage=0.000389586 Tree=220 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=549.958 195.519 110.73 threshold=0.080020000000000022 0.29587000000000002 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014910939199925676 -0.00039849886761488142 0.00048298388838701974 0.00042119522999577483 leaf_weight=66.435195758938789 425.01406143605709 45.445160433650017 341.22553764283657 leaf_count=220 2179 80 639 internal_value=0 -0.000313255 0.000328239 internal_weight=0 470.459 407.661 internal_count=3118 2259 859 is_linear=0 shrinkage=0.000404313 Tree=221 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=443.307 129.901 92.988 threshold=0.10100500000000003 -0.12077499999999998 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048275076051861737 -0.00088050498650960052 -0.00062337148079880242 0.00064496672764104818 leaf_weight=60.345409289002419 20.823447152972221 396.01507890224457 348.22429920732975 leaf_count=195 106 2131 706 internal_value=0 -0.000477024 0.000558651 internal_weight=0 456.36 369.048 internal_count=3138 2326 812 is_linear=0 shrinkage=0.000702737 Tree=222 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=375.23 148.855 70.4665 threshold=0.080020000000000022 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0007239576551821723 -0.00057735209457037892 0.00075045768300189511 0.00013461122502650443 leaf_weight=215.15579856932163 385.03271427750587 42.06578066945076 158.70253171026707 leaf_count=426 2157 78 421 internal_value=0 -0.000446411 0.000473896 internal_weight=0 427.098 373.858 internal_count=3082 2235 847 is_linear=0 shrinkage=0.000670901 Tree=223 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=374.971 155.111 89.2659 threshold=0.040165000000000006 0.29587000000000002 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032045006672534168 -0.00067474641797593635 0.00084165108383579021 0.00069416847655600473 leaf_weight=59.767197832465172 383.66533716022968 43.200717195868492 304.58036230504513 leaf_count=202 2175 81 627 internal_value=0 -0.0005211 0.000527684 internal_weight=0 426.866 364.348 internal_count=3085 2256 829 is_linear=0 shrinkage=0.000759462 Tree=224 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=372.22 136.675 81.2067 threshold=0.080020000000000022 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00070289432710415748 -0.00056870831885516798 0.00066941554362491432 8.6137185220623065e-05 leaf_weight=214.04359398782253 381.40839514136314 41.491564750671387 154.66879042983055 leaf_count=428 2185 80 418 internal_value=0 -0.000447088 0.00044428 internal_weight=0 422.9 368.712 internal_count=3111 2265 846 is_linear=0 shrinkage=0.000648523 Tree=225 num_leaves=4 num_cat=0 split_feature=4 40 151 split_gain=327.479 200.736 14.3264 threshold=0.28122000000000008 -0.034699999999999988 -0.083939999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062728848723119955 0.0001728635109512076 -0.00044359217556813976 0.00084018546608356163 leaf_weight=98.002454563975334 16.693296208977699 505.57384775578976 165.08933651447296 leaf_count=208 41 2540 309 internal_value=0 -0.00026963 0.000779049 internal_weight=0 603.576 181.783 internal_count=3098 2748 350 is_linear=0 shrinkage=0.000685126 Tree=226 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=501.065 164.964 96.2187 threshold=0.079600000000000018 0.29587000000000002 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017727899781390163 -0.00045715476505947951 0.00052190564070005933 0.00045283317964410881 leaf_weight=62.080934807658195 400.58518318831921 40.922590300440788 333.83741258084774 leaf_count=206 2154 74 649 internal_value=0 -0.000366298 0.000354008 internal_weight=0 441.508 395.918 internal_count=3083 2228 855 is_linear=0 shrinkage=0.000464972 Tree=227 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=337.709 141.577 78.9156 threshold=0.080020000000000022 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030949068925730406 -0.00059319341567235992 0.00076122123925997584 0.00059769890555317359 leaf_weight=54.536983132362366 373.04202747344971 41.392501816153526 308.10934527218342 leaf_count=188 2160 79 654 internal_value=0 -0.000457749 0.000461217 internal_weight=0 414.435 362.646 internal_count=3081 2239 842 is_linear=0 shrinkage=0.000695549 Tree=228 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=325.799 132.99 72.4667 threshold=0.080020000000000022 0.12968000000000005 0.087515000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019331647743116886 -0.00049131970280899963 0.00071232742008563664 0.0004675782628526 leaf_weight=65.857076242566109 372.35559532046318 32.408341303467751 299.55287738144398 leaf_count=222 2167 62 643 internal_value=0 -0.000394777 0.000348444 internal_weight=0 404.764 365.41 internal_count=3094 2229 865 is_linear=0 shrinkage=0.000570693 Tree=229 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=345.955 141.49 77.2384 threshold=0.078515000000000015 -0.030749999999999996 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0006532973244311246 0.00045420577731390883 -0.00057006357606530667 7.4362698327468175e-05 leaf_weight=206.08069495856762 59.263521805405617 342.82532569766045 148.92417345941067 leaf_count=421 198 2043 406 internal_value=0 -0.000419013 0.000410535 internal_weight=0 402.089 355.005 internal_count=3068 2241 827 is_linear=0 shrinkage=0.000612491 Tree=230 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=415.889 116.195 91.3709 threshold=0.10100500000000003 -0.12077499999999998 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033733875061021723 -0.00070695329326904465 -0.00043598396522168169 0.0004598600853333447 leaf_weight=58.670844346284866 18.640434071421623 409.88959760963917 336.87659707665443 leaf_count=186 98 2130 682 internal_value=0 -0.000339095 0.000398479 internal_weight=0 468.56 355.517 internal_count=3096 2316 780 is_linear=0 shrinkage=0.000514289 Tree=231 num_leaves=4 num_cat=0 split_feature=1 150 52 split_gain=342.883 102.911 77.7156 threshold=0.10100500000000003 0.083205000000000015 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056716507618928373 -0.00077095461029767299 0.00037211604892685283 0.00057091081543338921 leaf_weight=367.68242451548576 20.978649437427521 62.274340286850929 308.66162280738354 leaf_count=2095 109 211 663 internal_value=0 -0.000431059 0.00048528 internal_weight=0 429.957 329.64 internal_count=3078 2306 772 is_linear=0 shrinkage=0.000676069 Tree=232 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=303.489 115.13 97.7261 threshold=0.09258000000000001 -0.060024999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054625359371369487 0.00067132325302040534 0.00032670282630794048 8.6953355617726516e-05 leaf_weight=306.77090492844582 166.8737398982048 61.304754018783569 230.92224603891373 leaf_count=1868 328 228 685 internal_value=0 -0.000400803 0.000332214 internal_weight=0 368.076 397.796 internal_count=3109 2096 1013 is_linear=0 shrinkage=0.000581871 Tree=233 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=440.612 101.692 94.0775 threshold=0.10100500000000003 0.062580000000000011 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030497461205964278 -0.00054248976364028041 0.00040574941023071128 0.00036172846309894414 leaf_weight=430.26296842098236 18.031725183129311 32.283905535936356 340.11581325531006 leaf_count=2222 93 86 678 internal_value=0 -0.000255283 0.000316048 internal_weight=0 462.547 358.148 internal_count=3079 2308 771 is_linear=0 shrinkage=0.000386758 Tree=234 num_leaves=4 num_cat=0 split_feature=1 150 52 split_gain=476.813 102.837 101.935 threshold=0.10100500000000003 0.083205000000000015 -0.27269499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034241600754793207 -0.00049521283655749729 0.00017823970888911452 0.00036701159324995224 leaf_weight=404.80892565846443 21.71583491563797 66.011087536811829 350.57545173168182 leaf_count=2079 107 215 684 internal_value=0 -0.000269393 0.000316584 internal_weight=0 470.82 372.291 internal_count=3085 2294 791 is_linear=0 shrinkage=0.000386983 Tree=235 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=469.389 162.466 62.7626 threshold=0.078515000000000015 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041789132751213459 -0.00035869549738485685 0.00042519789562268467 0.00011058448896255429 leaf_weight=220.42779338359833 402.02843181788921 41.754260376095772 167.93531177937984 leaf_count=418 2169 75 427 internal_value=0 -0.000284853 0.000285076 internal_weight=0 443.783 388.363 internal_count=3089 2244 845 is_linear=0 shrinkage=0.000378632 Tree=236 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=518.068 133.077 120.645 threshold=0.099470000000000017 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025544407806490769 -0.00039786770180671814 0.00034951181893647565 0.00028902446245187262 leaf_weight=431.84196823835373 23.290869936347008 33.584247320890427 362.83444841206074 leaf_count=2190 113 87 698 internal_value=0 -0.000211718 0.000247488 internal_weight=0 465.426 386.125 internal_count=3088 2277 811 is_linear=0 shrinkage=0.000293128 Tree=237 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=463.866 121.978 103.297 threshold=0.10100500000000003 0.079600000000000018 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5607097211586936e-05 -0.00037464007189936854 -0.00030736604632337477 0.00030631395549096202 leaf_weight=126.10768133401871 23.74514864385128 348.81771367788315 343.91190165281296 leaf_count=344 117 1956 670 internal_value=0 -0.000210995 0.000262234 internal_weight=0 474.925 367.657 internal_count=3087 2300 787 is_linear=0 shrinkage=0.000316346 Tree=238 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=532.11 121.589 114.202 threshold=0.094655000000000017 0.049460000000000011 0.26051000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036234324803063558 0.00035023132928476092 0.00039967598030219955 -0.00045740855559610224 leaf_weight=391.94412840902805 403.08052836358547 33.004912912845612 27.148351117968559 leaf_count=2059 835 90 105 internal_value=0 -0.000303069 0.000299162 internal_weight=0 424.949 430.229 internal_count=3089 2149 940 is_linear=0 shrinkage=0.000381776 Tree=239 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=333.472 134.368 88.9255 threshold=0.10100500000000003 -0.12077499999999998 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062094109876546365 -0.0010608105801815648 -0.00065334302746861465 0.00065257918946355154 leaf_weight=57.981466218829155 19.479448139667511 378.2595566213131 313.91293302178383 leaf_count=186 107 2127 671 internal_value=0 -0.00048386 0.000552147 internal_weight=0 436.241 333.392 internal_count=3091 2313 778 is_linear=0 shrinkage=0.000780005 Tree=240 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=467.208 122.842 101.597 threshold=0.09258000000000001 -0.32783999999999996 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016764996947820921 -0.00049721135962696211 0.00030754634090879632 -0.00038306240949877662 leaf_weight=56.213178128004074 29.383034557104111 415.55901700258255 357.19977171719074 leaf_count=184 140 885 1931 internal_value=0 0.00025429 -0.000308155 internal_weight=0 444.942 413.413 internal_count=3140 1025 2115 is_linear=0 shrinkage=0.000380971 Tree=241 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=501.085 131.124 100.622 threshold=0.10100500000000003 -0.12077499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022426870677194895 -0.00041869161587371239 -0.00032888377736882705 0.00033458683922049567 leaf_weight=61.026824548840523 23.342381358146667 406.99319168925285 355.25474894046783 leaf_count=191 112 2108 693 internal_value=0 -0.00025672 0.000288033 internal_weight=0 468.02 378.597 internal_count=3104 2299 805 is_linear=0 shrinkage=0.000352111 Tree=242 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=516.722 138.28 110.062 threshold=0.092385000000000009 0.085865000000000011 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017734695599260443 0.00035241118975873483 -5.176673106013103e-05 -0.00033840675975803543 leaf_weight=51.242681935429573 319.04541079699993 129.20027536153793 363.30346873402596 leaf_count=166 587 424 1925 internal_value=0 0.000235929 -0.000274623 internal_weight=0 448.246 414.546 internal_count=3102 1011 2091 is_linear=0 shrinkage=0.000329655 Tree=243 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=345.598 105.295 87.7824 threshold=0.099115000000000023 0.062580000000000011 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045892633919739366 -0.00069245880337882068 0.00064909072490871547 0.0004958865680276648 leaf_weight=388.52420225739479 23.136962831020355 32.362335845828056 331.61814251542091 leaf_count=2157 119 91 707 internal_value=0 -0.00037358 0.000418189 internal_weight=0 420.887 354.755 internal_count=3074 2248 826 is_linear=0 shrinkage=0.000591007 Tree=244 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=319.375 113.066 102.543 threshold=0.094655000000000017 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042428130221520326 -0.00082707461105847022 -0.00056339091551662376 0.0004612979428720504 leaf_weight=51.855329975485802 25.610126510262489 334.76716168224812 352.90081749856472 leaf_count=175 134 1983 795 internal_value=0 -0.000430836 0.000373908 internal_weight=0 386.622 378.511 internal_count=3087 2158 929 is_linear=0 shrinkage=0.000622851 Tree=245 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=314.153 118.471 96.8353 threshold=0.099470000000000017 -0.12077499999999998 0.081905000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050176075112554053 0.00063552500581770749 -0.00053820652942551488 -0.00023772644353907036 leaf_weight=56.29111647605896 279.04924091696739 361.98316243290901 70.859555795788765 leaf_count=180 602 2067 225 internal_value=0 -0.000398151 0.000458665 internal_weight=0 418.274 349.909 internal_count=3074 2247 827 is_linear=0 shrinkage=0.000667355 Tree=246 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=338.102 137.466 72.351 threshold=0.078515000000000015 0.12988000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00081403220451602533 -0.00062647210209125796 0.00097949365372478688 0.00012640636994725479 leaf_weight=205.28171345591545 374.05554060637951 33.562633261084557 156.09247106313705 leaf_count=424 2206 63 425 internal_value=0 -0.000494007 0.000517149 internal_weight=0 407.618 361.374 internal_count=3118 2269 849 is_linear=0 shrinkage=0.000761206 Tree=247 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=443.906 172.97 93.9244 threshold=0.080020000000000022 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017639000851170632 -0.00036994539406133358 0.00042890894815849869 0.00036275984542166387 leaf_weight=55.804875522851944 381.21109707653522 44.630088180303574 326.88078415393829 leaf_count=194 2146 82 656 internal_value=0 -0.000286131 0.00028411 internal_weight=0 425.841 382.686 internal_count=3078 2228 850 is_linear=0 shrinkage=0.000384301 Tree=248 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=288.358 99.2049 96.1852 threshold=0.099115000000000023 -0.11550499999999998 0.083670000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038844281628093832 0.00057104164153332396 -0.00046442534127422353 -0.00023536686536501026 leaf_weight=57.485135301947594 265.81828747689724 355.27737268805504 67.271609663963318 leaf_count=194 576 2053 214 internal_value=0 -0.000345574 0.000408153 internal_weight=0 412.763 333.09 internal_count=3037 2247 790 is_linear=0 shrinkage=0.000602725 Tree=249 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=448.61 160.715 103.018 threshold=0.078120000000000009 0.12545500000000001 0.087515000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017273478622145056 -0.0003233617084205498 0.00048987925598341191 0.00037139885968559517 leaf_weight=56.447407230734825 407.31067241728306 36.668292805552483 331.50142298638821 leaf_count=191 2145 65 644 internal_value=0 -0.000256089 0.000292199 internal_weight=0 443.979 387.949 internal_count=3045 2210 835 is_linear=0 shrinkage=0.000372528 Tree=250 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=281.204 102.992 94.8215 threshold=0.10100500000000003 0.086785000000000015 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038011488456436292 0.00062107788318696219 -0.00034073816111157974 -0.00050122517952557583 leaf_weight=63.260968968272209 269.86246562004089 60.131416797637939 364.90903639793396 leaf_count=209 593 198 2098 internal_value=0 0.00044576 -0.000370944 internal_weight=0 329.994 428.17 internal_count=3098 791 2307 is_linear=0 shrinkage=0.000664966 Tree=251 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=311.113 100.759 97.1706 threshold=0.10100500000000003 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005303386367967361 -0.0010114421388779102 0.00076199845567998588 0.00060840776552849058 leaf_weight=390.29298566281796 20.538677573204041 34.207352817058563 311.67030902206898 leaf_count=2225 112 96 678 internal_value=0 -0.000426025 0.000507954 internal_weight=0 424.5 332.209 internal_count=3111 2321 790 is_linear=0 shrinkage=0.000722977 Tree=252 num_leaves=4 num_cat=0 split_feature=4 39 0 split_gain=389.811 252.406 10.9011 threshold=0.28122000000000008 0.0047850000000000011 -0.23274999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025769967882520949 0.00018863697833883556 0.0003170448192279865 0.00046391944630205095 leaf_weight=521.42697791755199 20.604662001132965 117.93463821709156 164.25964371860027 leaf_count=2501 45 244 284 internal_value=0 -0.000151647 0.00043337 internal_weight=0 639.362 184.864 internal_count=3074 2745 329 is_linear=0 shrinkage=0.000354918 Tree=253 num_leaves=4 num_cat=0 split_feature=3 3 43 split_gain=248.036 180.126 55.3721 threshold=-0.055009999999999996 -0.11242499999999998 -0.043084999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029461643223371761 0.00064001525973122098 -0.00062015444139979739 0.00013714782133502363 leaf_weight=111.44876918196678 139.74419763684273 289.61388829350471 197.93710371851921 leaf_count=352 298 1858 560 internal_value=0 -0.000365943 0.000345395 internal_weight=0 401.063 337.681 internal_count=3068 2210 858 is_linear=0 shrinkage=0.000611643 Tree=254 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=411.503 161.988 97.7581 threshold=0.078515000000000015 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018650395246271669 -0.0003138030483765561 0.00038185009909522311 0.00032036406017099011 leaf_weight=52.353517785668373 390.54624678194523 44.036409929394722 321.22585083544254 leaf_count=180 2159 81 651 internal_value=0 -0.000243232 0.000249297 internal_weight=0 434.583 373.579 internal_count=3071 2240 831 is_linear=0 shrinkage=0.000344179 Tree=255 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=336.531 231.99 14.7512 threshold=0.29587000000000002 -0.034699999999999988 -0.23274999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040894834573439827 0.00013980011165861731 -0.00027162234334008359 0.00053411714146655643 leaf_weight=106.71262127161026 18.890753045678139 529.64398162066936 162.31868135929108 leaf_count=217 44 2568 288 internal_value=0 -0.000157443 0.000493122 internal_weight=0 636.357 181.209 internal_count=3117 2785 332 is_linear=0 shrinkage=0.00042128 Tree=256 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=293.456 124.289 70.969 threshold=0.10437000000000002 1.0000000180025095e-35 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047112804456555358 0.00067726515536416926 0.00070446952639996365 -0.00015567551045760753 leaf_weight=414.55089078843594 242.4656490534544 46.540228009223938 59.307521387934685 leaf_count=2345 517 92 184 internal_value=0 -0.000352327 0.00051357 internal_weight=0 461.091 301.773 internal_count=3138 2437 701 is_linear=0 shrinkage=0.00068277 Tree=257 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=431.22 190.469 79.6698 threshold=0.080020000000000022 0.29587000000000002 0.08869500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.0665932197689073e-05 -0.00030549014223038085 0.0004134586932157261 0.00033727749101539921 leaf_weight=70.895770147442818 392.1557886749506 47.396487444639206 313.23165254294872 leaf_count=231 2153 83 610 internal_value=0 -0.000227881 0.000263836 internal_weight=0 439.552 384.127 internal_count=3077 2236 841 is_linear=0 shrinkage=0.00033907 Tree=258 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=452.257 183.765 89.9908 threshold=0.078515000000000015 0.29587000000000002 0.087515000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015259142299511454 -0.00038062674111792426 0.00049970638443130487 0.00038945555157460959 leaf_weight=60.120403751730919 405.19167959690094 43.509321734309196 327.95436930656433 leaf_count=203 2195 76 648 internal_value=0 -0.00029516 0.000305462 internal_weight=0 448.701 388.075 internal_count=3122 2271 851 is_linear=0 shrinkage=0.000407473 Tree=259 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=348.202 123.637 66.5717 threshold=0.080020000000000022 0.12988000000000002 0.13401500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051615391511815106 -0.00052603964016944866 0.00073972290247253025 -0.00032264531282374758 leaf_weight=307.42472410202026 363.94242690503597 31.624816223978996 40.410725966095924 leaf_count=693 2203 62 132 internal_value=0 -0.000424664 0.000418632 internal_weight=0 395.567 347.835 internal_count=3090 2265 825 is_linear=0 shrinkage=0.000614915 Tree=260 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=433.54 134.229 90.2278 threshold=0.10384000000000002 0.078120000000000009 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0889148145112665e-05 -0.00048531099799783089 -0.00036345756024989338 0.0003566511608344955 leaf_weight=137.82504105567932 18.577721074223518 346.07917205989361 318.45354378223419 leaf_count=375 91 2001 627 internal_value=0 -0.00023976 0.000310095 internal_weight=0 483.904 337.031 internal_count=3094 2376 718 is_linear=0 shrinkage=0.000372269 Tree=261 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=431.543 98.9365 97.5045 threshold=0.10100500000000003 1.0000000180025095e-35 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031835703596367921 -0.00045902775570888401 0.00033911326421439336 0.00034302357037170589 leaf_weight=421.25953602790833 23.389339178800583 35.883917331695557 335.74250356853008 leaf_count=2237 113 72 677 internal_value=0 -0.000266678 0.000290661 internal_weight=0 457.143 359.132 internal_count=3099 2309 790 is_linear=0 shrinkage=0.000380543 Tree=262 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=452.175 202.945 94.1904 threshold=0.080020000000000022 0.29587000000000002 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011744140317099891 -0.00031185111778527722 0.00041979378725356216 0.0003276276174501298 leaf_weight=63.254858434200287 397.49139167368412 47.4473896920681 335.39718860387802 leaf_count=211 2171 82 660 internal_value=0 -0.000233744 0.000256995 internal_weight=0 444.939 398.652 internal_count=3124 2253 871 is_linear=0 shrinkage=0.000334685 Tree=263 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=443.059 162.798 93.984 threshold=0.080020000000000022 0.36766000000000004 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018197206687928442 -0.0003661523532062949 0.00031583398369708815 0.00024552220435537618 leaf_weight=66.545251324772835 460.36207354068756 39.75739760696888 281.31300237774849 leaf_count=210 2165 81 633 internal_value=0 -0.000311879 0.00016371 internal_weight=0 500.119 347.858 internal_count=3089 2246 843 is_linear=0 shrinkage=0.000323669 Tree=264 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=338.103 136.049 69.5747 threshold=0.080020000000000022 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029565939496917101 -0.00066343024981574145 0.0007844688299830844 0.0006503212131139342 leaf_weight=52.121322765946388 348.72424754500389 41.489974394440651 302.55785077810287 leaf_count=179 2101 81 658 internal_value=0 -0.0005093 0.000511257 internal_weight=0 390.214 354.679 internal_count=3019 2182 837 is_linear=0 shrinkage=0.00075666 Tree=265 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=453.512 131.151 70.2283 threshold=0.10423500000000001 0.083205000000000015 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035563190537050607 0.00044575285565523986 0.0002180429474827703 -2.9480001838632002e-05 leaf_weight=407.70996770262718 269.60956858098507 79.029097691178322 63.941787779331207 leaf_count=2118 516 249 183 internal_value=0 -0.000262459 0.000354671 internal_weight=0 486.739 333.551 internal_count=3066 2367 699 is_linear=0 shrinkage=0.000407748 Tree=266 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=325.48 105.393 82.5643 threshold=0.10100500000000003 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038779472527760366 -0.00084467207726108585 -0.00054656440752988878 0.00056904644146092806 leaf_weight=65.411521792411804 20.114497676491737 365.02544493973255 317.85805520415306 leaf_count=214 107 2115 692 internal_value=0 -0.00040451 0.000484657 internal_weight=0 430.437 337.973 internal_count=3128 2329 799 is_linear=0 shrinkage=0.000678243 Tree=267 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=309.259 111.026 75.1023 threshold=0.078120000000000009 -0.028049999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00065600185530410512 0.00038332386669135581 -0.00055545895990258493 5.4390088298008946e-05 leaf_weight=207.08469949662685 61.202387362718582 346.84254509210587 146.44741943478584 leaf_count=440 210 2094 408 internal_value=0 -0.000414585 0.000406886 internal_weight=0 408.045 353.532 internal_count=3152 2304 848 is_linear=0 shrinkage=0.000642993 Tree=268 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=325.894 109.431 86.7083 threshold=0.078515000000000015 0.13062500000000002 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025306907161464041 -0.00049547681876104151 0.00068542721309978842 0.00050492152386992755 leaf_weight=63.252900943160057 360.37814870476723 29.183293133974075 293.17101036012173 leaf_count=219 2188 56 641 internal_value=0 -0.00040684 0.000370367 internal_weight=0 389.561 356.424 internal_count=3104 2244 860 is_linear=0 shrinkage=0.000587449 Tree=269 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=289.309 128.519 81.0553 threshold=0.040165000000000006 -0.046739999999999997 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042522506590949173 0.00053466394708922107 -0.00060187547209805529 0.00058873797398820117 leaf_weight=45.730378404259682 59.2225651293993 332.24297152459621 307.93737223744392 leaf_count=165 193 2046 687 internal_value=0 -0.000429831 0.000457536 internal_weight=0 391.466 353.668 internal_count=3091 2239 852 is_linear=0 shrinkage=0.000711239 Tree=270 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=442.204 153.119 81.4452 threshold=0.080020000000000022 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013690801084935219 -0.00036200344176055745 0.00046993692218759095 0.00038066621725320505 leaf_weight=57.078033983707428 387.12668453156948 38.946511805057526 331.59270758926868 leaf_count=193 2164 70 668 internal_value=0 -0.000285854 0.000304641 internal_weight=0 426.073 388.671 internal_count=3095 2234 861 is_linear=0 shrinkage=0.000400394 Tree=271 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=417.894 163.375 83.5217 threshold=0.040165000000000006 0.29587000000000002 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014476521909673041 -0.00033868213540880584 0.00045152133137446441 0.00037242478131934299 leaf_weight=55.503694698214531 407.98430939018726 43.745040103793144 315.45002128183842 leaf_count=187 2242 78 630 internal_value=0 -0.000262067 0.00029502 internal_weight=0 451.729 370.954 internal_count=3137 2320 817 is_linear=0 shrinkage=0.000388985 Tree=272 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=460.498 168.128 74.7695 threshold=0.078515000000000015 0.29587000000000002 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039779366387933146 -0.00033037108103433293 0.00039691825294872908 8.2044243454488288e-05 leaf_weight=215.9867789298296 404.56776252388954 42.79307147860527 158.8022566139698 leaf_count=408 2185 77 416 internal_value=0 -0.000260719 0.000264072 internal_weight=0 447.361 374.789 internal_count=3086 2262 824 is_linear=0 shrinkage=0.000349284 Tree=273 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=300.713 139.27 74.3551 threshold=0.080020000000000022 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00089157100875585245 -0.00074074286470671115 0.00092526534196816807 9.5473661406434313e-05 leaf_weight=197.63701878488064 343.96225233376026 41.746478214859962 156.12338228523731 leaf_count=423 2135 80 433 internal_value=0 -0.000560209 0.000540375 internal_weight=0 385.709 353.76 internal_count=3071 2215 856 is_linear=0 shrinkage=0.000862258 Tree=274 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=266.063 140.173 70.8987 threshold=0.078120000000000009 0.12968000000000005 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052409421753731684 -0.00052101192773356753 0.00085408292679499073 -0.00038204859935108326 leaf_weight=290.94652423262596 355.54816423356533 35.502338036894798 43.22297877073288 leaf_count=669 2173 66 143 internal_value=0 -0.000395962 0.000406801 internal_weight=0 391.051 334.17 internal_count=3051 2239 812 is_linear=0 shrinkage=0.000660736 Tree=275 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=468.315 113.203 80.4079 threshold=0.09450500000000002 -0.32783999999999996 0.049460000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032833950525516635 -0.00044488550792113848 0.00030272630463318686 0.00029291921928749359 leaf_weight=373.37329339981079 27.57050347328186 396.82315622270107 28.560325294733047 leaf_count=2031 135 833 80 internal_value=0 0.000254054 -0.000284125 internal_weight=0 424.394 401.934 internal_count=3079 968 2111 is_linear=0 shrinkage=0.000357357 Tree=276 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=269.964 137.711 63.5087 threshold=0.080020000000000022 0.29587000000000002 0.26760500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00054688281417051708 -0.00057079545345247416 0.00080306051370337755 -0.00058949876859692226 leaf_weight=321.59231302142143 347.99709764122963 42.884371340274811 27.945698782801628 leaf_count=749 2169 82 99 internal_value=0 -0.00041988 0.000455869 internal_weight=0 390.881 349.538 internal_count=3099 2251 848 is_linear=0 shrinkage=0.000724142 Tree=277 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=289.058 115.522 80.8548 threshold=0.10100500000000003 -0.12077499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046081386840015817 -0.0008081667107591472 -0.00052553241719755308 0.00051885680188518406 leaf_weight=58.241728886961937 20.564586818218231 351.8284233212471 303.9486191868782 leaf_count=187 114 2132 686 internal_value=0 -0.000385355 0.000434513 internal_weight=0 410.07 324.513 internal_count=3119 2319 800 is_linear=0 shrinkage=0.000649149 Tree=278 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=442.135 171.079 82.1884 threshold=0.040165000000000006 0.23854500000000003 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014909540489622524 -0.00038922508419488998 0.00034346116252450116 0.00039838137704339456 leaf_weight=54.85162328183651 384.5285941362381 63.704361960291862 330.07492426037788 leaf_count=184 2113 148 654 internal_value=0 -0.000285034 0.000320346 internal_weight=0 448.233 384.927 internal_count=3099 2261 838 is_linear=0 shrinkage=0.000414368 Tree=279 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=291.778 120.934 70.3827 threshold=0.079600000000000018 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031874792872970228 -0.00060336055428067436 0.00074831371307624781 0.00060769507072008409 leaf_weight=51.542914360761642 337.99881918728352 39.477269396185875 293.0852722376585 leaf_count=179 2159 78 660 internal_value=0 -0.00046182 0.000469077 internal_weight=0 377.476 344.628 internal_count=3076 2237 839 is_linear=0 shrinkage=0.000731582 Tree=280 num_leaves=4 num_cat=0 split_feature=1 12 159 split_gain=429.17 97.3471 82.3271 threshold=0.10100500000000003 0.083325000000000024 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3329943666133432e-05 -0.00037135157039124158 -0.00040894517696841233 0.00039987380095101669 leaf_weight=142.56564195454121 26.376655429601669 301.13112924993038 336.89277106523514 leaf_count=440 88 1871 720 internal_value=0 -0.000273293 0.000343779 internal_weight=0 443.697 363.269 internal_count=3119 2311 808 is_linear=0 shrinkage=0.00042103 Tree=281 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=429.915 103.798 96.461 threshold=0.09450500000000002 -0.32783999999999996 0.053965000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034841849194801447 -0.00048285133899265531 0.00032321185385319231 0.00035128285288568581 leaf_weight=375.02097077667713 25.968709126114845 390.0154765099287 32.677635550498962 leaf_count=2078 128 830 87 internal_value=0 0.000272775 -0.000292255 internal_weight=0 415.984 407.699 internal_count=3123 958 2165 is_linear=0 shrinkage=0.000391082 Tree=282 num_leaves=4 num_cat=0 split_feature=4 123 0 split_gain=296.043 167.211 13.4357 threshold=0.28122000000000008 1.0000000180025095e-35 -0.23098999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042097612096839778 0.00021473465700755468 0.00067434790961051468 0.00084028040654371416 leaf_weight=476.2224285453558 18.263093575835228 76.134564533829689 149.13658758997917 leaf_count=2561 45 160 298 internal_value=0 -0.000269895 0.000772223 internal_weight=0 552.357 167.4 internal_count=3064 2721 343 is_linear=0 shrinkage=0.000686682 Tree=283 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=440.484 163.065 77.0541 threshold=0.078120000000000009 0.36766000000000004 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011195463592611191 -0.00027249753069925978 0.0003330182975886083 0.00028149073460451108 leaf_weight=51.10395847260952 386.53019900619984 44.060972586274147 333.12181188166142 leaf_count=173 2165 80 674 internal_value=0 -0.000210467 0.000229143 internal_weight=0 430.591 384.226 internal_count=3092 2245 847 is_linear=0 shrinkage=0.000298509 Tree=284 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=257.488 103.028 93.6395 threshold=0.09258000000000001 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049925481048777517 0.00057122002591731614 -0.00062563192682337952 -0.00035950067904828061 leaf_weight=50.763225004076958 316.59228177368641 299.94229462742805 70.514297097921371 leaf_count=168 784 1938 243 internal_value=0 -0.000462702 0.000401628 internal_weight=0 350.706 387.107 internal_count=3133 2106 1027 is_linear=0 shrinkage=0.00073077 Tree=285 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=398.329 126.432 59.8468 threshold=0.023990000000000004 -0.17157499999999998 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047241501569843415 0.00020935641187411999 -0.00036900540125444405 0.00014895970202803325 leaf_weight=156.33674100041389 70.933340311050415 362.17523521184921 211.46648676693439 leaf_count=295 215 2058 529 internal_value=0 -0.000274253 0.000286548 internal_weight=0 433.109 367.803 internal_count=3097 2273 824 is_linear=0 shrinkage=0.000396336 Tree=286 num_leaves=4 num_cat=0 split_feature=1 159 13 split_gain=295.343 93.0332 82.9289 threshold=0.099115000000000023 -1.0000000180025095e-35 -0.24426999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013972686785659785 -0.00069908644579309105 0.00051369970963684077 -0.00040655694356809245 leaf_weight=9.7355342805385572 25.69290317595005 311.25491069257259 383.8289942741394 leaf_count=28 93 735 2244 internal_value=0 0.000421021 -0.000361551 internal_weight=0 336.948 393.565 internal_count=3100 828 2272 is_linear=0 shrinkage=0.000613626 Tree=287 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=436.784 96.9152 91.9539 threshold=0.10100500000000003 -0.32783999999999996 0.080020000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.425821169260113e-06 -0.00050187117412639774 0.00035144809783911623 -0.00038482338078072565 leaf_weight=125.27247522771358 21.274141609668732 336.68415634334087 322.46651327610016 leaf_count=359 109 686 1941 internal_value=0 0.000300593 -0.000275102 internal_weight=0 357.958 447.739 internal_count=3095 795 2300 is_linear=0 shrinkage=0.000388564 Tree=288 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=350.82 101.603 88.2925 threshold=0.10100500000000003 1.0000000180025095e-35 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029093185955679382 -0.00045204320709888698 0.00038486755450150699 0.00035333098650375006 leaf_weight=400.28668382763863 22.373279646039009 37.382890671491623 314.35324238240719 leaf_count=2224 114 74 650 internal_value=0 -0.000233126 0.000299687 internal_weight=0 437.67 336.727 internal_count=3062 2298 764 is_linear=0 shrinkage=0.000392489 Tree=289 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=276.059 102.007 89.1181 threshold=0.089825000000000002 -0.016169999999999997 0.12955000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049124312510153085 0.00066766540194326091 6.3807511856139756e-05 0.0015905255658350034 leaf_weight=302.75593747198582 161.47659872472286 253.26136595010757 7.3218761086463919 leaf_count=1925 338 822 21 internal_value=0 0.000299034 -0.00044153 internal_weight=0 414.738 310.078 internal_count=3106 1160 1946 is_linear=0 shrinkage=0.0005938 Tree=290 num_leaves=4 num_cat=0 split_feature=4 3 151 split_gain=240.723 153.716 12.9098 threshold=0.29587000000000002 -0.048654999999999997 -0.084084999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046566386345018413 0.00012580397858177024 0.0002322783898672884 0.00073883141158922355 leaf_weight=350.79653996229172 15.519054517149923 201.98021556437016 143.48120357096195 leaf_count=2178 40 564 295 internal_value=0 -0.000210646 0.000679128 internal_weight=0 552.777 159 internal_count=3077 2742 335 is_linear=0 shrinkage=0.000637457 Tree=291 num_leaves=4 num_cat=0 split_feature=1 52 150 split_gain=389.35 103.535 95.4888 threshold=0.10100500000000003 -0.32783999999999996 0.083205000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023866013935405333 -0.00037379020797162726 0.00026316454541683044 0.00013576195646635651 leaf_weight=379.21897186338902 22.713585674762726 335.03374576568604 67.006975740194321 leaf_count=2058 115 682 227 internal_value=0 0.00022262 -0.000182416 internal_weight=0 357.747 446.226 internal_count=3082 797 2285 is_linear=0 shrinkage=0.000289287 Tree=292 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=274.666 110.143 67.0736 threshold=0.10423500000000001 1.0000000180025095e-35 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048458401866670266 0.00069380907050365433 0.00068748894136669118 -0.00017447925374076579 leaf_weight=393.60226881504059 234.52475887537003 45.073752760887146 55.57647293806076 leaf_count=2338 523 93 175 internal_value=0 -0.000364009 0.000527463 internal_weight=0 438.676 290.101 internal_count=3129 2431 698 is_linear=0 shrinkage=0.00071093 Tree=293 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=351.855 130.292 61.4713 threshold=0.078515000000000015 0.36766000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037321400071384009 -0.00031042273817968559 0.0004000262991243189 7.3220161479645716e-05 leaf_weight=212.9476767629385 369.82619182765484 37.64214289188385 157.7823331207037 leaf_count=438 2167 70 420 internal_value=0 -0.000244699 0.000245598 internal_weight=0 407.468 370.73 internal_count=3095 2237 858 is_linear=0 shrinkage=0.000364225 Tree=294 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=394.748 133.343 70.4612 threshold=0.080020000000000022 0.12545500000000001 0.09258000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.8466377823807924e-05 -0.00035816651698340984 0.00050783049245760521 0.00040046518502636334 leaf_weight=93.207895085215569 387.70648466050625 33.944903001189232 291.93675401806831 leaf_count=286 2167 65 583 internal_value=0 -0.000288333 0.000299105 internal_weight=0 421.651 385.145 internal_count=3101 2232 869 is_linear=0 shrinkage=0.000419536 Tree=295 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=429.358 167.453 80.8994 threshold=0.056995000000000011 0.36766000000000004 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013380488152964844 -0.00026797085371577128 0.00033319593595051902 0.00027488780368398674 leaf_weight=47.701190024614334 397.84245167672634 44.007486835122108 316.2017437517643 leaf_count=165 2246 79 634 internal_value=0 -0.000208026 0.000221291 internal_weight=0 441.85 363.903 internal_count=3124 2325 799 is_linear=0 shrinkage=0.000292724 Tree=296 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=260.27 122.798 60.2019 threshold=0.080020000000000022 0.12968000000000005 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021596773405885996 -0.00052308378903796781 0.00084121604638630679 0.00054112596011296368 leaf_weight=57.407896667718887 343.07596680521965 32.681840389966965 278.30735772848129 leaf_count=199 2174 64 633 internal_value=0 -0.000404207 0.000411633 internal_weight=0 375.758 335.715 internal_count=3070 2238 832 is_linear=0 shrinkage=0.000673476 Tree=297 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=382.43 99.6233 87.2725 threshold=0.10100500000000003 0.081135000000000013 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3554578508865145e-05 -0.00044166146857681308 -0.00035876459438224288 0.00033064259747626364 leaf_weight=131.55309325456619 22.16052770614624 309.74907468259335 337.35886733233929 leaf_count=384 111 1914 699 internal_value=0 -0.000241835 0.000282916 internal_weight=0 441.302 359.519 internal_count=3108 2298 810 is_linear=0 shrinkage=0.000377746 Tree=298 num_leaves=4 num_cat=0 split_feature=1 150 159 split_gain=264.994 109.459 67.6375 threshold=0.10495000000000002 0.082085000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004572056637482955 -0.00057280232100940034 0.00035177744963387479 0.00050553660376180434 leaf_weight=359.02015051245689 22.270452335476875 70.751741915941238 257.65897369384766 leaf_count=2167 77 238 606 internal_value=0 -0.000323969 0.000419552 internal_weight=0 429.772 279.929 internal_count=3088 2405 683 is_linear=0 shrinkage=0.000594779 Tree=299 num_leaves=4 num_cat=0 split_feature=12 1 15 split_gain=265.659 108.086 60.5033 threshold=0.080020000000000022 0.13130500000000003 0.084425000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047773122017643184 -0.00053503766623553889 0.00083621556869369518 -0.00092079399231579772 leaf_weight=321.46397027373314 338.41171871125698 29.118599772453308 15.055369541049002 leaf_count=780 2181 58 58 internal_value=0 -0.000426175 0.000414878 internal_weight=0 367.53 336.519 internal_count=3077 2239 838 is_linear=0 shrinkage=0.000684038 Tree=300 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=242.781 109.482 76.6261 threshold=0.10100500000000003 -0.12077499999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046169331614542418 0.00058553779128485829 -0.00052210818902714189 -0.00027435883308648689 leaf_weight=60.754190325737 252.37559314072132 336.83392885327339 58.004521518945694 leaf_count=199 593 2100 193 internal_value=0 -0.000371689 0.000424797 internal_weight=0 397.588 310.38 internal_count=3085 2299 786 is_linear=0 shrinkage=0.000674992 Tree=301 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=248.306 113.372 61.8823 threshold=0.040165000000000006 0.17888000000000001 0.087515000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025807654994316451 -0.00059648716291046944 0.00052699047484042053 0.0006161753838455215 leaf_weight=53.674943447113037 309.68449073284864 59.428643867373466 276.72747471928596 leaf_count=187 2062 172 633 internal_value=0 -0.000415498 0.000474111 internal_weight=0 369.113 330.402 internal_count=3054 2234 820 is_linear=0 shrinkage=0.000745552 Tree=302 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=345.39 99.6024 85.0864 threshold=0.10100500000000003 0.083325000000000024 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3207080659780608e-05 -0.00051451612769571394 -0.00037715152293596281 0.00034179657831666317 leaf_weight=138.37899629771709 19.552031859755516 296.10648475587368 317.7900660187006 leaf_count=432 100 1884 675 internal_value=0 -0.000246482 0.000292011 internal_weight=0 434.485 337.342 internal_count=3091 2316 775 is_linear=0 shrinkage=0.000399349 Tree=303 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=259.078 105.715 71.4371 threshold=0.080020000000000022 0.12968000000000005 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002459040080474186 -0.00052825156113830377 0.00072853735106570994 0.00051547585572044041 leaf_weight=64.400780588388443 328.31657982617617 31.031893342733383 278.4125119894743 leaf_count=226 2164 64 646 internal_value=0 -0.000419527 0.00037241 internal_weight=0 359.348 342.813 internal_count=3100 2228 872 is_linear=0 shrinkage=0.000651797 Tree=304 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=242.999 129.313 57.6873 threshold=0.080020000000000022 0.29587000000000002 -0.042829999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00069280086816682937 -0.00048607952402384422 0.00071335557306499557 0.00016195496447368266 leaf_weight=140.40276889503002 327.07786284387112 39.782920733094215 191.25482168793678 leaf_count=307 2187 78 529 internal_value=0 -0.000355833 0.000386839 internal_weight=0 366.861 331.658 internal_count=3101 2265 836 is_linear=0 shrinkage=0.000628885 Tree=305 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=389.192 152.927 80.0771 threshold=0.040165000000000006 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014325020972069468 -0.00028046641524510918 0.0003431061435424753 0.00029058391806385819 leaf_weight=50.253701940178871 388.30157208442688 44.66931577026844 316.55031256377697 leaf_count=175 2208 84 655 internal_value=0 -0.000216061 0.000231121 internal_weight=0 432.971 366.804 internal_count=3122 2292 830 is_linear=0 shrinkage=0.000319467 Tree=306 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=230.978 92.4145 89.2921 threshold=0.10100500000000003 0.062580000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045433876882637982 -0.00079156207796772212 0.00070907947730376503 0.00049952201343737596 leaf_weight=352.12360630184412 24.413853690028191 31.198226556181908 281.66986592113972 leaf_count=2205 90 89 703 internal_value=0 -0.00035947 0.000396291 internal_weight=0 383.322 306.084 internal_count=3087 2294 793 is_linear=0 shrinkage=0.000648838 Tree=307 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=336.626 131.04 62.9412 threshold=0.080020000000000022 -0.030749999999999996 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033458066314367556 0.00023679888970506047 -0.00028682643976959 5.8936115837026534e-05 leaf_weight=211.65579988062382 58.930959478020668 346.19716246426105 148.91992339491844 leaf_count=438 188 2065 401 internal_value=0 -0.000210614 0.000220791 internal_weight=0 405.128 360.576 internal_count=3092 2253 839 is_linear=0 shrinkage=0.000324818 Tree=308 num_leaves=4 num_cat=0 split_feature=4 12 49 split_gain=234.055 140.248 18.1452 threshold=0.27150500000000005 0.083325000000000024 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001891665990593046 0.00086966390241500179 -0.00058526962589770782 0.00016277634075714291 leaf_weight=224.32764878869057 137.59355643391609 300.66888094693422 23.408509716391563 leaf_count=656 297 2041 69 internal_value=0 -0.000254388 0.000767072 internal_weight=0 524.997 161.002 internal_count=3063 2697 366 is_linear=0 shrinkage=0.000741347 Tree=309 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=230.482 95.3595 86.0186 threshold=0.09258000000000001 -1.0000000180025095e-35 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042741296151777085 0.00079051704665991879 5.3133827938715797e-05 -0.00061694782396448341 leaf_weight=47.172746807336807 155.85173183679581 210.51866388320923 273.01115991920233 leaf_count=175 343 675 1899 internal_value=0 0.000366958 -0.000462986 internal_weight=0 366.37 320.184 internal_count=3092 1018 2074 is_linear=0 shrinkage=0.0007147 Tree=310 num_leaves=4 num_cat=0 split_feature=4 12 49 split_gain=219.824 145.371 12.7102 threshold=0.27150500000000005 0.023990000000000004 0.093350000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027335407922253176 0.00094601743296340943 -0.0006303396983983275 0.0002651339955125935 leaf_weight=207.8661435842514 137.76719604432583 319.92981848120689 22.719706594944 leaf_count=565 305 2181 67 internal_value=0 -0.000274448 0.000849879 internal_weight=0 527.796 160.487 internal_count=3118 2746 372 is_linear=0 shrinkage=0.000841494 Tree=311 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=349.883 106.146 95.261 threshold=0.094090000000000021 0.26411500000000004 0.049460000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026643761993484175 0.00024702111102203954 -0.00045244174284979116 0.0003012098895328896 leaf_weight=363.61494155228138 359.63058565557003 23.088211804628372 32.231442585587502 leaf_count=2085 827 95 91 internal_value=0 0.000204705 -0.000220145 internal_weight=0 382.719 395.846 internal_count=3098 922 2176 is_linear=0 shrinkage=0.000316878 Tree=312 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=355.712 113.182 103.403 threshold=0.094695000000000015 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031662361154414625 -0.00046159983186491342 0.0004098627764357385 0.00029335363451633904 leaf_weight=355.07971513271332 26.063704788684845 31.242991343140602 354.05441229045391 leaf_count=2094 130 84 787 internal_value=0 -0.000257769 0.000241468 internal_weight=0 386.323 380.118 internal_count=3095 2178 917 is_linear=0 shrinkage=0.000366451 Tree=313 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=223.948 129.076 69.2467 threshold=0.080020000000000022 -0.030749999999999996 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00068287005181479424 0.0005308032909416507 -0.00061806482404840307 2.6037345228663773e-05 leaf_weight=184.6949600726366 59.648937478661537 291.89491473138332 145.48287339508533 leaf_count=432 209 2040 422 internal_value=0 -0.000423021 0.000393564 internal_weight=0 351.544 330.178 internal_count=3103 2249 854 is_linear=0 shrinkage=0.000712129 Tree=314 num_leaves=4 num_cat=0 split_feature=4 3 48 split_gain=208.689 135.614 10.778 threshold=0.28122000000000008 -0.047929999999999993 0.036755000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003979115221539488 0.00062763490414247407 0.00017712367076370451 0.00018758227514408579 leaf_weight=318.88871045410633 130.8586136251688 208.96585039794445 19.85618981719017 leaf_count=2137 290 602 50 internal_value=0 -0.000170279 0.000569842 internal_weight=0 527.855 150.715 internal_count=3079 2739 340 is_linear=0 shrinkage=0.000554914 Tree=315 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=217.129 87.6653 84.1256 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046619395728990484 0.00065004943719201044 -0.00051113907124538587 -0.00032444498904393915 leaf_weight=56.823143795132637 241.91264666616917 322.39855462312698 57.782965674996376 leaf_count=198 593 2112 197 internal_value=0 -0.0003646 0.000462111 internal_weight=0 379.222 299.696 internal_count=3100 2310 790 is_linear=0 shrinkage=0.000726016 Tree=316 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=312.031 134.454 68.4467 threshold=0.078515000000000015 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000136354417498375 -0.00028910557293978487 0.00037409972984093402 0.00028646099389374778 leaf_weight=53.594630017876625 357.0713596791029 40.440727457404137 303.24151346087456 leaf_count=188 2196 78 666 internal_value=0 -0.000221548 0.000222934 internal_weight=0 397.512 356.836 internal_count=3128 2274 854 is_linear=0 shrinkage=0.000345099 Tree=317 num_leaves=4 num_cat=0 split_feature=1 150 52 split_gain=197.839 98.9774 53.1785 threshold=0.10423500000000001 0.082085000000000019 0.26430000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049730226796666842 0.0005251396161452083 0.00044090846427302541 -0.00086616698752170322 leaf_weight=334.07224010676146 247.8235077559948 67.256159335374832 14.395941466093062 leaf_count=2158 631 239 53 internal_value=0 -0.000339994 0.000448419 internal_weight=0 401.328 262.219 internal_count=3081 2397 684 is_linear=0 shrinkage=0.000706032 Tree=318 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=316.926 113.585 93.465 threshold=0.10384000000000002 0.083205000000000015 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025973260238876977 0.00032261568089035766 0.0001799421839708777 -0.0001243357222515016 leaf_weight=381.10259953141212 250.46448688209057 73.359654575586319 60.900357499718666 leaf_count=2127 519 237 192 internal_value=0 -0.000188733 0.000235182 internal_weight=0 454.462 311.365 internal_count=3075 2364 711 is_linear=0 shrinkage=0.000323733 Tree=319 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=322.046 127.336 69.9816 threshold=0.080020000000000022 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013426974080434453 -0.0003165914169020982 0.00038037872418118676 0.00031793599064967588 leaf_weight=56.422566130757332 342.77272240817547 40.832948163151741 307.96589843928814 leaf_count=195 2154 80 669 internal_value=0 -0.000242313 0.000247896 internal_weight=0 383.606 364.388 internal_count=3098 2234 864 is_linear=0 shrinkage=0.000373476 Tree=320 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=360.059 156.691 68.9015 threshold=0.080020000000000022 0.36766000000000004 0.087515000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.4512103215932663e-05 -0.00020675788262016159 0.0002852894115323035 0.00021986535953419202 leaf_weight=66.015249907970428 377.33149220049381 42.820134997367859 311.16142804920673 leaf_count=221 2161 77 644 internal_value=0 -0.000156548 0.000171841 internal_weight=0 420.152 377.177 internal_count=3103 2238 865 is_linear=0 shrinkage=0.000244016 Tree=321 num_leaves=4 num_cat=0 split_feature=4 40 151 split_gain=318.595 201.203 6.38916 threshold=0.28122000000000008 -0.018084999999999997 -0.084059999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027448055146970076 0.00017365028007902913 -0.00019115571174488594 0.00036837721747206095 leaf_weight=104.57876020669937 17.693735226988792 499.03443671762943 165.0487302094698 leaf_count=221 39 2547 311 internal_value=0 -0.000110446 0.000349641 internal_weight=0 603.613 182.742 internal_count=3118 2768 350 is_linear=0 shrinkage=0.000305367 Tree=322 num_leaves=4 num_cat=0 split_feature=1 150 52 split_gain=374.733 92.902 87.1555 threshold=0.10100500000000003 0.083205000000000015 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025658758880231096 -0.00039069174861538857 0.00015279711883111523 0.00028442393111110517 leaf_weight=362.77716414630413 20.002479702234268 64.593218147754669 327.06124533712864 leaf_count=2081 105 221 684 internal_value=0 -0.000194689 0.000245401 internal_weight=0 427.37 347.064 internal_count=3091 2302 789 is_linear=0 shrinkage=0.000314673 Tree=323 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=361.35 125.434 125.206 threshold=0.094090000000000021 -0.11550499999999998 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025968435815108484 -0.00046760613222885408 -0.0003475648100783054 0.00032001781650760851 leaf_weight=58.013559818267822 31.735706806182861 330.76927109062672 371.73716077208519 leaf_count=186 148 1946 813 internal_value=0 -0.000256903 0.000257954 internal_weight=0 388.783 403.473 internal_count=3093 2132 961 is_linear=0 shrinkage=0.000381164 Tree=324 num_leaves=4 num_cat=0 split_feature=4 49 48 split_gain=210 143.025 7.86201 threshold=0.28122000000000008 -0.046739999999999997 0.036755000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045321511234266488 0.00079015855885368989 -0.00040408104818356568 0.00032800378905875616 leaf_weight=123.77634944021702 130.6182828694582 411.79428882151842 21.153339177370071 leaf_count=363 287 2367 51 internal_value=0 -0.000205897 0.000726035 internal_weight=0 535.571 151.772 internal_count=3068 2730 338 is_linear=0 shrinkage=0.000699561 Tree=325 num_leaves=4 num_cat=0 split_feature=4 40 48 split_gain=216.592 146.052 11.9899 threshold=0.27834500000000006 -0.018084999999999997 0.036755000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049517249697795965 0.00069278754008742839 -0.00035676141330675501 0.00018212503784135504 leaf_weight=92.400220736861229 131.48853978514671 442.8217156752944 20.273700252175331 leaf_count=217 292 2566 51 internal_value=0 -0.000209612 0.000624753 internal_weight=0 535.222 151.762 internal_count=3126 2783 343 is_linear=0 shrinkage=0.000616658 Tree=326 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=359.511 153.12 65.5793 threshold=0.080020000000000022 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039007168605067702 -0.00032260968815676428 0.00040720855430483385 7.8747840408490314e-05 leaf_weight=216.06246298551559 356.39103431999683 43.556950688362122 158.88006800413132 leaf_count=444 2145 82 428 internal_value=0 -0.000243036 0.000258213 internal_weight=0 399.948 374.943 internal_count=3099 2227 872 is_linear=0 shrinkage=0.000367811 Tree=327 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=215.117 105.705 61.1588 threshold=0.080020000000000022 0.15164000000000002 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00067031779823914148 -0.00055898193647178798 0.00045750003492859827 6.6150889991870723e-05 leaf_weight=179.10785731673241 290.53028021007776 59.410423599183559 147.47035285830498 leaf_count=423 2065 187 426 internal_value=0 -0.00038632 0.000397615 internal_weight=0 349.941 326.578 internal_count=3101 2252 849 is_linear=0 shrinkage=0.000694809 Tree=328 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=393.998 107.655 83.9758 threshold=0.10100500000000003 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021233402793988001 -0.0003118792571920174 0.00028720145285654502 0.00024470270407909365 leaf_weight=411.23195548355579 21.088778734207153 34.202625885605812 326.52110457420349 leaf_count=2232 107 91 672 internal_value=0 -0.000173915 0.000210846 internal_weight=0 445.435 347.61 internal_count=3102 2323 779 is_linear=0 shrinkage=0.000270892 Tree=329 num_leaves=4 num_cat=0 split_feature=1 159 0 split_gain=331.796 96.9275 94.3193 threshold=0.09258000000000001 -1.0000000180025095e-35 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028706011513662583 -0.00032462177807561287 0.00024109377722647313 0.00035357370818327774 leaf_weight=331.21061997115612 35.372951745986938 372.13929057121277 26.447777166962624 leaf_count=2021 139 902 78 internal_value=0 0.000191913 -0.000239591 internal_weight=0 407.512 357.658 internal_count=3140 1041 2099 is_linear=0 shrinkage=0.000326993 Tree=330 num_leaves=4 num_cat=0 split_feature=1 47 150 split_gain=303.582 87.7886 86.7072 threshold=0.10100500000000003 0.086785000000000015 0.083205000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029443823888448685 0.00034943188117940791 -0.00014229175750203889 0.00018419571425137152 leaf_weight=350.90313939750195 262.16337692737579 61.504172056913376 60.937877237796783 leaf_count=2077 579 201 214 internal_value=0 0.000255976 -0.000223587 internal_weight=0 323.668 411.841 internal_count=3071 780 2291 is_linear=0 shrinkage=0.000370592 Tree=331 num_leaves=4 num_cat=0 split_feature=4 49 151 split_gain=211.023 136.769 10.7931 threshold=0.27834500000000006 -0.046739999999999997 -0.091009999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044325721153631403 0.00014154320612539607 -0.0004217446663664588 0.00079105101789798645 leaf_weight=119.88542120158672 14.392991274595259 407.31122750043869 136.67707243561745 leaf_count=356 38 2396 306 internal_value=0 -0.000224989 0.000729321 internal_weight=0 527.197 151.07 internal_count=3096 2752 344 is_linear=0 shrinkage=0.000712091 Tree=332 num_leaves=4 num_cat=0 split_feature=1 47 12 split_gain=412.548 102.315 97.9941 threshold=0.10100500000000003 0.086785000000000015 0.081135000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.4655683098083511e-05 0.00028429167825998577 -0.00010780239204358154 -0.00026941017962784215 leaf_weight=133.39469496905804 292.47580501437187 62.475100800395012 318.31589359045029 leaf_count=387 597 198 1965 internal_value=0 0.000215267 -0.00018554 internal_weight=0 354.951 451.711 internal_count=3147 795 2352 is_linear=0 shrinkage=0.000278245 Tree=333 num_leaves=4 num_cat=0 split_feature=1 376 16 split_gain=357.457 104.123 69.163 threshold=0.10384000000000002 0.048695000000000009 0.28127000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031345553614070456 0.00025971773136383307 0.00032630215348267979 -0.00025126757760336727 leaf_weight=473.49457231163979 243.15236753225327 30.138799518346786 33.590903222560883 leaf_count=2275 589 63 124 internal_value=0 -0.000275107 0.000197618 internal_weight=0 503.633 276.743 internal_count=3051 2338 713 is_linear=0 shrinkage=0.000334201 Tree=334 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=219.07 90.2282 69.9289 threshold=0.10100500000000003 0.062580000000000011 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047398922833624869 -0.00090830492248933749 0.00081108478808531825 0.00055427872280049118 leaf_weight=355.34115478396416 18.71791373193264 32.089743584394455 287.30024121701717 leaf_count=2228 105 91 693 internal_value=0 -0.000367347 0.000464519 internal_weight=0 387.431 306.018 internal_count=3117 2319 798 is_linear=0 shrinkage=0.000735018 Tree=335 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=372.005 139.942 79.7531 threshold=0.080020000000000022 0.12545500000000001 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014849587506607793 -0.00031364410087097923 0.00044177514010686387 0.00032878838892603515 leaf_weight=55.088157474994659 379.28307618200779 35.848727390170097 312.21700498461723 leaf_count=188 2174 69 654 internal_value=0 -0.000248308 0.000257182 internal_weight=0 415.132 367.305 internal_count=3085 2243 842 is_linear=0 shrinkage=0.000365917 Tree=336 num_leaves=4 num_cat=0 split_feature=1 12 4 split_gain=308.265 103.573 75.5754 threshold=0.090515000000000012 0.086095000000000019 -0.15409499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015064654271063904 0.00030387531619098523 -6.7515259118892406e-05 -0.00032503699349734484 leaf_weight=46.541856214404106 285.45001257956028 132.02622392773628 290.58127129077911 leaf_count=162 616 502 1835 internal_value=0 0.000186437 -0.000259338 internal_weight=0 417.476 337.123 internal_count=3115 1118 1997 is_linear=0 shrinkage=0.000346793 Tree=337 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=234.131 97.7505 78.3617 threshold=0.092385000000000009 0.053965000000000006 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054659717315190504 -0.00079845865841302835 0.0007221584897826363 0.00042349925057657146 leaf_weight=291.17118173092604 24.497328862547874 29.133988693356514 343.95055680721998 leaf_count=2002 131 86 901 internal_value=0 -0.000430983 0.000342036 internal_weight=0 320.305 368.448 internal_count=3120 2088 1032 is_linear=0 shrinkage=0.000661409 Tree=338 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=345.995 153.42 67.8335 threshold=0.080020000000000022 0.29587000000000002 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.4214546666168485e-05 -0.00030706158317783357 0.00045596613954607807 0.0003372624464195462 leaf_weight=60.232282549142838 366.88564781844616 40.357637628912926 306.7649744451046 leaf_count=203 2186 73 648 internal_value=0 -0.000231341 0.00026644 internal_weight=0 407.243 366.997 internal_count=3110 2259 851 is_linear=0 shrinkage=0.000371867 Tree=339 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=227.069 112.586 65.1896 threshold=0.078515000000000015 -0.17157499999999998 -0.0034749999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00060855911633295114 0.00038087446245319782 -0.00049875419687462111 6.5219490173745804e-05 leaf_weight=185.48988948762417 66.797571338713169 290.02345448732376 148.52814203500748 leaf_count=431 225 2035 425 internal_value=0 -0.000334018 0.000367055 internal_weight=0 356.821 334.018 internal_count=3116 2260 856 is_linear=0 shrinkage=0.00061119 Tree=340 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=352.736 96.4499 95.5003 threshold=0.09258000000000001 0.087215000000000015 0.049460000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034309741672283853 0.0003711842559533355 -4.3073977361801285e-05 0.00037226346933414117 leaf_weight=333.85623635351658 279.03739802539349 121.88644833862782 30.681143879890442 leaf_count=1986 578 428 89 internal_value=0 0.000245267 -0.000282794 internal_weight=0 400.924 364.537 internal_count=3081 1006 2075 is_linear=0 shrinkage=0.000388564 Tree=341 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=226.069 111.262 56.5233 threshold=0.078120000000000009 0.29587000000000002 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00080533342479306171 -0.00056754185951831586 0.00077526118572358415 0.0001749271103945279 leaf_weight=139.40937711298466 316.05764805525541 38.879604294896126 187.6189578473568 leaf_count=313 2166 81 527 internal_value=0 -0.000420254 0.000443848 internal_weight=0 354.937 327.028 internal_count=3087 2247 840 is_linear=0 shrinkage=0.000749899 Tree=342 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=390.065 144.023 80.861 threshold=0.040165000000000006 0.29587000000000002 0.08869500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.562507506138546e-05 -0.0002431963748920273 0.0002964880264954718 0.00026689211365160919 leaf_weight=62.039058208465576 379.94566041231155 43.766550004482269 310.37739869952202 leaf_count=209 2205 84 634 internal_value=0 -0.000187387 0.00020816 internal_weight=0 423.712 372.416 internal_count=3132 2289 843 is_linear=0 shrinkage=0.000282 Tree=343 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=212.575 95.7222 70.6164 threshold=0.090515000000000012 -0.28763999999999995 -0.060024999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063928133538112956 -0.00099685564967879952 0.00046638847060290743 0.00029719224802352879 leaf_weight=246.85165029019117 26.272696793079376 349.27565541863441 53.723754040896893 leaf_count=1756 145 952 221 internal_value=0 0.000363756 -0.000471851 internal_weight=0 375.548 300.575 internal_count=3074 1097 1977 is_linear=0 shrinkage=0.000740656 Tree=344 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=209.352 78.7268 77.6707 threshold=0.10100500000000003 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040482287363000774 -0.00071989057667358914 -0.00048150287248620782 0.00050486242149277983 leaf_weight=53.272186040878296 25.806053414940834 324.25962978601456 275.10450178384781 leaf_count=186 94 2130 709 internal_value=0 -0.000356354 0.000399599 internal_weight=0 377.532 300.911 internal_count=3119 2316 803 is_linear=0 shrinkage=0.00067619 Tree=345 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=323.66 103.612 94.632 threshold=0.094655000000000017 0.2686150000000001 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024865031041820785 0.00024384116730449018 -0.0002612974582555796 0.00030843265175178126 leaf_weight=350.49775473773479 333.30770987272263 41.059459388256073 29.755455240607262 leaf_count=2058 749 168 84 internal_value=0 0.000188378 -0.00020498 internal_weight=0 374.367 380.253 internal_count=3059 917 2142 is_linear=0 shrinkage=0.00030035 Tree=346 num_leaves=4 num_cat=0 split_feature=1 3 51 split_gain=204.515 99.3466 59.8029 threshold=0.10495000000000002 -0.11550499999999998 -0.40148999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004682327311697645 -0.0012139819198684117 -0.00047023145988549914 0.00053921196003421223 leaf_weight=66.847309291362762 9.9216880202293378 341.04951753467321 259.59777429699898 leaf_count=235 45 2164 652 internal_value=0 -0.000316347 0.000474195 internal_weight=0 407.897 269.519 internal_count=3096 2399 697 is_linear=0 shrinkage=0.000704341 Tree=347 num_leaves=4 num_cat=0 split_feature=1 39 0 split_gain=187.725 98.6522 80.22 threshold=0.090515000000000012 0.0095750000000000019 -0.060024999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056702884978962909 4.9318095649725158e-05 0.0007517712286096807 0.00032407642129352239 leaf_weight=238.53172103315592 244.33212355524302 133.69411018490791 53.395410850644112 leaf_count=1744 831 296 221 internal_value=0 0.000297899 -0.000403978 internal_weight=0 378.026 291.927 internal_count=3092 1127 1965 is_linear=0 shrinkage=0.000657584 Tree=348 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=364.075 98.8308 73.8199 threshold=0.09258000000000001 -0.32783999999999996 0.11456500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025438235504914069 -0.00037347415188949821 0.00024332644196173997 0.00069946388732981997 leaf_weight=357.02910101413727 27.996794641017914 388.36383554339409 8.2699975967407209 leaf_count=2049 136 880 24 internal_value=0 0.000201762 -0.000232581 internal_weight=0 416.361 365.299 internal_count=3089 1016 2073 is_linear=0 shrinkage=0.000317578 Tree=349 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=331.373 135.669 74.0247 threshold=0.080020000000000022 0.12988000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031657566446048271 -0.00024401060886961105 0.00040002919660236545 4.9593689927691798e-05 leaf_weight=209.89170905947685 366.35931222140789 31.665782079100609 166.41130724549294 leaf_count=427 2144 58 444 internal_value=0 -0.000192674 0.000198559 internal_weight=0 398.025 376.303 internal_count=3073 2202 871 is_linear=0 shrinkage=0.000298952 Tree=350 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=319.39 126.104 96.3433 threshold=0.078120000000000009 0.12968000000000005 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028140722234588201 -0.00030281806715219781 0.00032153516329924123 -5.37120762109824e-05 leaf_weight=177.30671602487564 432.95978674292564 31.676745533943176 140.68778742849827 leaf_count=416 2159 66 408 internal_value=0 -0.000260185 0.000133176 internal_weight=0 464.637 317.995 internal_count=3049 2225 824 is_linear=0 shrinkage=0.000302467 Tree=351 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=335.067 135.101 70.2621 threshold=0.078515000000000015 0.29587000000000002 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037147775588151444 -0.00029085655648405202 0.00037553853955659105 6.0313041346651841e-05 leaf_weight=208.3644243478775 365.87395489215851 41.336758986115456 154.71760977804661 leaf_count=431 2190 79 421 internal_value=0 -0.000223125 0.000238943 internal_weight=0 407.211 363.082 internal_count=3121 2269 852 is_linear=0 shrinkage=0.000349774 Tree=352 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=355.155 132.749 70.3928 threshold=0.080020000000000022 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011985467257989389 -0.00026937086812539319 0.00033808723064770313 0.00026373438128606788 leaf_weight=52.797757551074028 361.14897072315216 37.388111650943756 309.78296183049679 leaf_count=183 2167 70 668 internal_value=0 -0.000212304 0.000207858 internal_weight=0 398.537 362.581 internal_count=3088 2237 851 is_linear=0 shrinkage=0.000307244 Tree=353 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=229.301 108.301 61.4297 threshold=0.078515000000000015 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00070355274784240083 -0.0006114582655649015 0.00074488499255060878 4.7145983774436734e-05 leaf_weight=178.7640894651413 315.26955588161945 37.177151292562485 147.15325915813446 leaf_count=426 2190 78 429 internal_value=0 -0.000468196 0.0004073 internal_weight=0 352.447 325.917 internal_count=3123 2268 855 is_linear=0 shrinkage=0.000752474 Tree=354 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=311.769 98.8139 70.6864 threshold=0.10100500000000003 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021746821003523615 -0.00039722515296200587 -0.00028406951944265178 0.00029487283677627864 leaf_weight=58.157398194074631 19.995878905057907 361.71396626532078 303.8573155105114 leaf_count=197 106 2158 676 internal_value=0 -0.000214561 0.000252018 internal_weight=0 419.871 323.853 internal_count=3137 2355 782 is_linear=0 shrinkage=0.000357357 Tree=355 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=349.298 104.547 86.6653 threshold=0.10384000000000002 0.081135000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3949201109594466e-05 0.00022967636852171735 -0.00028754193568919121 -0.00013187013305990269 leaf_weight=148.49053677916527 222.72950141131878 380.76319006085396 59.593634083867073 leaf_count=417 525 1978 191 internal_value=0 -0.000213608 0.000153338 internal_weight=0 529.254 282.323 internal_count=3111 2395 716 is_linear=0 shrinkage=0.000266446 Tree=356 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=356.94 93.2014 92.3207 threshold=0.095575000000000007 -0.32783999999999996 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023340377491297957 -0.00034000277351673829 0.0002279229509810666 0.00027754094810338123 leaf_weight=359.19150498509407 24.199172958731651 345.27816672623158 30.014995872974396 leaf_count=2085 121 770 85 internal_value=0 0.000190635 -0.000193932 internal_weight=0 369.477 389.207 internal_count=3061 891 2170 is_linear=0 shrinkage=0.00028028 Tree=357 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=288.403 88.6825 88.1873 threshold=0.10100500000000003 -0.11550499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002321877911004985 -0.0004556055487470859 -0.00032551070335192688 0.00035082585665864124 leaf_weight=59.034543305635452 26.189847365021706 358.52266454696655 295.17447859048843 leaf_count=206 93 2137 691 internal_value=0 -0.000246622 0.000284969 internal_weight=0 417.557 321.364 internal_count=3127 2343 784 is_linear=0 shrinkage=0.000421894 Tree=358 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=302.427 110.916 66.0277 threshold=0.078515000000000015 -0.17157499999999998 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014060671383463901 0.00022171213577429515 -0.00033043265154121326 0.00031845282564775323 leaf_weight=53.44952891767025 62.937446489930153 321.02232007682323 297.90001629292965 leaf_count=184 199 2021 659 internal_value=0 -0.000239889 0.000248595 internal_weight=0 383.96 351.35 internal_count=3063 2220 843 is_linear=0 shrinkage=0.000380526 Tree=359 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=215.093 131.819 6.55809 threshold=0.28122000000000008 -0.018084999999999997 -0.23098999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047820878636348554 0.00025073352434102107 -0.00034363572580969746 0.00067646222683285899 leaf_weight=87.167744919657707 15.314514353871344 446.63975168019533 129.17286960780621 leaf_count=208 38 2554 292 internal_value=0 -0.000209361 0.000631567 internal_weight=0 533.807 144.487 internal_count=3092 2762 330 is_linear=0 shrinkage=0.000611625 Tree=360 num_leaves=4 num_cat=0 split_feature=1 124 47 split_gain=354.329 101.837 73.9341 threshold=0.10384000000000002 -0.082024999999999987 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028716992885703159 0.00031645227647133698 -0.00023994825473639577 -6.2569804749589711e-05 leaf_weight=38.909741312265396 245.37011560797691 412.40543678402901 62.806109771132469 leaf_count=80 515 2297 191 internal_value=0 -0.000194443 0.000239213 internal_weight=0 451.315 308.176 internal_count=3083 2377 706 is_linear=0 shrinkage=0.000311809 Tree=361 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=244.668 109.61 67.0793 threshold=0.078515000000000015 0.12968000000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00063350619867814863 -0.00051789115271534062 0.00076763118978436515 4.050239715951203e-05 leaf_weight=183.06185729801655 326.84058355540037 30.69269734621048 145.02658076584339 leaf_count=429 2215 64 420 internal_value=0 -0.000407329 0.000371481 internal_weight=0 357.533 328.088 internal_count=3128 2279 849 is_linear=0 shrinkage=0.000651366 Tree=362 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=348.834 157.792 65.6804 threshold=0.080020000000000022 0.29587000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028415442196056317 -0.00023653828477876996 0.00029923136886001318 5.405688330479883e-05 leaf_weight=210.2763704508543 373.59937638044357 45.640009671449661 163.48331435024738 leaf_count=425 2161 85 434 internal_value=0 -0.000178148 0.000183556 internal_weight=0 419.239 373.76 internal_count=3105 2246 859 is_linear=0 shrinkage=0.000272268 Tree=363 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=199.938 101.744 53.8726 threshold=0.080020000000000022 -0.17157499999999998 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00061311490874757621 0.00037093392736770443 -0.0004965085535191526 0.0001091487568915729 leaf_weight=133.03036837279797 60.311215087771416 288.87380967289209 190.62830650806427 leaf_count=308 203 2011 544 internal_value=0 -0.000346613 0.00031643 internal_weight=0 349.185 323.659 internal_count=3066 2214 852 is_linear=0 shrinkage=0.000607828 Tree=364 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=325.581 146.466 66.7417 threshold=0.078515000000000015 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032158539606422747 -0.00026803231520359307 0.00033292960735670837 4.8600179073619596e-05 leaf_weight=201.7268583625555 362.28438520431519 43.776627317070961 151.22227428853512 leaf_count=416 2147 83 405 internal_value=0 -0.00020317 0.000204676 internal_weight=0 406.061 352.949 internal_count=3051 2230 821 is_linear=0 shrinkage=0.000310642 Tree=365 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=201.322 137.792 11.4185 threshold=0.29587000000000002 0.083325000000000024 -0.23098999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001720215889196267 0.00013613693781867477 -0.00043931748690036746 0.00067123500625676773 leaf_weight=225.3851759955287 15.784985855221747 303.26249995082617 127.54947386682034 leaf_count=651 41 2092 290 internal_value=0 -0.000178696 0.000612459 internal_weight=0 528.648 143.334 internal_count=3074 2743 331 is_linear=0 shrinkage=0.000592295 Tree=366 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=365.576 97.6467 87.7058 threshold=0.10290000000000001 0.084155000000000021 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.9719957542436213e-05 0.00027182710750191756 -0.00016940052892149121 -0.00030746712589326675 leaf_weight=72.675709500908852 229.26131670176983 60.853353589773178 441.89398431777954 leaf_count=222 544 200 2142 internal_value=0 0.000179247 -0.000255605 internal_weight=0 290.115 514.57 internal_count=3108 744 2364 is_linear=0 shrinkage=0.000309821 Tree=367 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=359.416 115.834 110.971 threshold=0.090515000000000012 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017813434831935755 -0.00033669656134004659 -0.00026341462426737793 0.00019011521751989175 leaf_weight=47.388967543840408 29.449376970529556 298.55399367213249 410.41167412698269 leaf_count=162 148 1791 986 internal_value=0 -0.000202891 0.000154768 internal_weight=0 345.943 439.861 internal_count=3087 1953 1134 is_linear=0 shrinkage=0.000262565 Tree=368 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=201.775 109.307 61.5513 threshold=0.078515000000000015 0.12545500000000001 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028148117463291044 -0.00043417000009306699 0.00067635495179677691 0.00042821964408285099 leaf_weight=50.513298913836479 323.0196872651577 34.107487708330154 271.51470690965652 leaf_count=178 2201 72 663 internal_value=0 -0.00032793 0.000316837 internal_weight=0 357.127 322.028 internal_count=3114 2273 841 is_linear=0 shrinkage=0.000590766 Tree=369 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=345.902 109.28 89.4742 threshold=0.10100500000000003 0.062580000000000011 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024005263700804507 -0.00040711665994278072 0.00034298747941058832 0.00027383982416199386 leaf_weight=404.92009533941746 20.224449172616005 34.372628808021545 308.74893353879452 leaf_count=2219 104 90 656 internal_value=0 -0.000194357 0.000231852 internal_weight=0 439.293 328.973 internal_count=3069 2309 760 is_linear=0 shrinkage=0.00031435 Tree=370 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=212.961 84.3653 84.3134 threshold=0.09450500000000002 -0.11550499999999998 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049373957657872008 -0.00099462331588614215 -0.00065830400607314586 0.00055253967554260374 leaf_weight=49.040443167090416 25.02900393307209 283.46836414188147 302.12502308189869 leaf_count=181 134 1955 772 internal_value=0 -0.000488285 0.000433874 internal_weight=0 332.509 327.154 internal_count=3042 2136 906 is_linear=0 shrinkage=0.000811606 Tree=371 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=298.81 131.891 69.2751 threshold=0.080020000000000022 0.12789000000000003 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.9814852567836229e-05 -0.00026500124531613677 0.00040000951589325823 0.00027978303674035726 leaf_weight=86.362424746155739 349.86523385345936 33.531256198883057 272.43158710002899 leaf_count=270 2155 66 592 internal_value=0 -0.000206741 0.000200457 internal_weight=0 383.396 358.794 internal_count=3083 2221 862 is_linear=0 shrinkage=0.000320747 Tree=372 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=195 96.8041 84.5073 threshold=0.089825000000000002 -0.11550499999999998 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049556479136293849 -0.00081024385419586659 -0.00064805919055693361 0.00044172169375717861 leaf_weight=47.724847614765167 31.661153733730316 243.80897070467472 349.62182527780533 leaf_count=169 165 1757 987 internal_value=0 -0.000460727 0.000337553 internal_weight=0 291.534 381.283 internal_count=3078 1926 1152 is_linear=0 shrinkage=0.000734907 Tree=373 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=205.684 112.562 59.6702 threshold=0.040165000000000006 0.27044500000000005 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0006374518520980806 -0.00052819034888050261 0.00063151539842818945 3.9343040366913526e-05 leaf_weight=166.67246228456497 309.18031508475542 42.920710891485214 137.1838299036026 leaf_count=400 2166 104 399 internal_value=0 -0.000386668 0.000367534 internal_weight=0 352.101 303.856 internal_count=3069 2270 799 is_linear=0 shrinkage=0.000671725 Tree=374 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=300.693 84.213 83.4151 threshold=0.10100500000000003 -0.13058499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019971182262932616 0.00033314052661715429 -0.00027431984013564435 -0.00012377921522052309 leaf_weight=53.693879261612892 252.32103644311428 369.67791266739368 62.36778849363327 leaf_count=172 563 2180 201 internal_value=0 -0.000214164 0.000242572 internal_weight=0 423.372 314.689 internal_count=3116 2352 764 is_linear=0 shrinkage=0.000353939 Tree=375 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=318.26 113.212 73.8456 threshold=0.078120000000000009 0.23355000000000001 0.16388500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025151247318721279 -0.00027818851360116535 0.00021164308547855538 -0.0002073089420668812 leaf_weight=318.07437334954739 343.01303471624851 54.771276041865349 39.442851394414902 leaf_count=714 2087 143 132 internal_value=0 -0.000210703 0.000200844 internal_weight=0 397.784 357.517 internal_count=3076 2230 846 is_linear=0 shrinkage=0.000316596 Tree=376 num_leaves=4 num_cat=0 split_feature=12 49 159 split_gain=202.649 104.392 55.2507 threshold=0.080020000000000022 -0.030749999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00061262092267116172 0.00054770095288352732 -0.00057027288186917104 0.0004983508785381945 leaf_weight=26.348477363586426 53.512511149048805 294.75620196759701 301.36515514552593 leaf_count=95 189 2062 765 internal_value=0 -0.000398372 0.000408849 internal_weight=0 348.269 327.714 internal_count=3111 2251 860 is_linear=0 shrinkage=0.000736934 Tree=377 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=193.073 97.2491 65.6798 threshold=0.080020000000000022 0.12545500000000001 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034899599531307426 -0.00050616564019659131 0.0007469813593605079 0.00048386298324899893 leaf_weight=52.520176485180855 310.28212210536003 31.560941860079765 266.19174808263779 leaf_count=188 2168 68 661 internal_value=0 -0.000390261 0.000346543 internal_weight=0 341.843 318.712 internal_count=3085 2236 849 is_linear=0 shrinkage=0.000681118 Tree=378 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=194.904 89.8152 74.4686 threshold=0.10100500000000003 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036606608614296159 0.0004922234239307776 -0.00041905292421298517 -0.00025601168895746741 leaf_weight=58.668495401740074 227.65784111618996 317.37028303742409 56.412753462791443 leaf_count=199 582 2123 197 internal_value=0 -0.000296488 0.000343591 internal_weight=0 376.039 284.071 internal_count=3101 2322 779 is_linear=0 shrinkage=0.00058334 Tree=379 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=179.366 93.072 57.8663 threshold=0.040165000000000006 0.27044500000000005 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00069349767671118552 -0.0004578099830412338 0.0005787050732924254 0.00011819312617762816 leaf_weight=124.45638681948185 301.30859564989805 41.550891369581223 181.52019506692886 leaf_count=290 2152 103 525 internal_value=0 -0.000332048 0.000352367 internal_weight=0 342.859 305.977 internal_count=3070 2255 815 is_linear=0 shrinkage=0.000649919 Tree=380 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=290.439 102.237 81.3355 threshold=0.10100500000000003 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027384302734773667 -0.00048592359180128926 0.00042005133054742456 0.00031962315740243359 leaf_weight=382.68781885504723 19.65557636320591 34.105728164315224 300.44972015917301 leaf_count=2231 106 90 674 internal_value=0 -0.000216965 0.000270007 internal_weight=0 416.794 320.105 internal_count=3101 2321 780 is_linear=0 shrinkage=0.000384546 Tree=381 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=284.737 97.6271 88.1176 threshold=0.10113500000000002 -0.12077499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016225706395214527 -0.00036126860901894268 -0.00020803614582190616 0.00022846021412887538 leaf_weight=63.637181580066681 20.560526758432388 367.50481477379799 299.45665234327316 leaf_count=198 107 2133 663 internal_value=0 -0.000153352 0.000190458 internal_weight=0 431.142 320.017 internal_count=3101 2331 770 is_linear=0 shrinkage=0.000276182 Tree=382 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=354.693 146.24 60.6361 threshold=0.078515000000000015 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.9101993539957299e-05 -0.00019595253984595697 0.00025580272136160225 0.00020953624963955739 leaf_weight=54.530379205942154 372.34054030478001 44.201829195022583 310.43118107318878 leaf_count=180 2178 83 659 internal_value=0 -0.000147958 0.000169392 internal_weight=0 416.542 364.962 internal_count=3100 2261 839 is_linear=0 shrinkage=0.000235052 Tree=383 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=196.371 87.4154 61.2098 threshold=0.099115000000000023 -0.12077499999999998 0.081905000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053774943543808632 0.00066426590806780534 -0.00055184624146856773 -0.00020537683099801219 leaf_weight=53.843477860093117 230.81273743510246 313.08190017193556 64.702989280223846 leaf_count=185 588 2122 218 internal_value=0 -0.000391841 0.000473852 internal_weight=0 366.925 295.516 internal_count=3113 2307 806 is_linear=0 shrinkage=0.000790507 Tree=384 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=187.449 78.2743 54.0118 threshold=0.10423500000000001 1.0000000180025095e-35 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046052778214980431 0.0006532070476276819 0.00066358579957321434 -0.00020099609093166839 leaf_weight=351.81358998268843 204.43206770718098 38.829244092106819 52.615139007568359 leaf_count=2307 516 85 174 internal_value=0 -0.000348635 0.000478348 internal_weight=0 390.643 257.047 internal_count=3082 2392 690 is_linear=0 shrinkage=0.000752228 Tree=385 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=330.94 109.52 87.0077 threshold=0.10100500000000003 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017149798432633388 -0.00033675463581310289 -0.00023050155512662585 0.00023997472242116039 leaf_weight=63.81030797958374 22.445440292358398 371.91778200864792 317.41383546590805 leaf_count=207 114 2142 692 internal_value=0 -0.000171602 0.000201787 internal_weight=0 435.728 339.859 internal_count=3155 2349 806 is_linear=0 shrinkage=0.000283657 Tree=386 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=311.335 100.276 97.2636 threshold=0.09258000000000001 -0.11550499999999998 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019484547862767885 0.00033142663936023593 -0.0003617146104581587 -7.8057490463239427e-05 leaf_weight=54.188593685626984 281.0844259262085 294.6985367834568 115.93450716137886 leaf_count=180 610 1885 424 internal_value=0 -0.000275236 0.000211864 internal_weight=0 348.887 397.019 internal_count=3099 2065 1034 is_linear=0 shrinkage=0.000376249 Tree=387 num_leaves=4 num_cat=0 split_feature=4 150 48 split_gain=186.657 127.903 16.0572 threshold=0.27150500000000005 1.0000000180025095e-35 0.10697500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039443372384732309 0.00069271014480458025 0.00042106234783849232 6.1043105736935043e-06 leaf_weight=398.67283798009157 131.08739231526852 104.8872337192297 16.580215886235237 leaf_count=2372 325 339 46 internal_value=0 -0.000224517 0.000615681 internal_weight=0 503.56 147.668 internal_count=3082 2711 371 is_linear=0 shrinkage=0.000657354 Tree=388 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=184.24 90.837 55.0626 threshold=0.080020000000000022 0.12545500000000001 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021951826348457629 -0.00040979292284164595 0.00063710892862327089 0.0004439238135321166 leaf_weight=54.258076056838036 304.02721571922302 32.953570440411568 261.94260382652283 leaf_count=192 2163 74 656 internal_value=0 -0.000307238 0.000330044 internal_weight=0 336.981 316.201 internal_count=3085 2237 848 is_linear=0 shrinkage=0.000599766 Tree=389 num_leaves=4 num_cat=0 split_feature=1 150 52 split_gain=346.718 88.489 83.3961 threshold=0.10100500000000003 0.083205000000000015 -0.25491999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018968537963163224 -0.00027365107628880316 0.00010445626822416922 0.00019531936065652993 leaf_weight=359.57872207462788 21.022646710276604 62.56772081553936 311.8184827119112 leaf_count=2080 107 214 670 internal_value=0 -0.000146074 0.000165617 internal_weight=0 422.146 332.841 internal_count=3071 2294 777 is_linear=0 shrinkage=0.000228392 Tree=390 num_leaves=4 num_cat=0 split_feature=1 47 376 split_gain=286.012 81.718 73.9396 threshold=0.10100500000000003 0.086785000000000015 0.048695000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021725596690976958 0.00030595672203624576 -0.00012284830967369738 0.00037567659528022629 leaf_weight=384.61075873672962 259.32759714126587 57.215028613805771 23.463974669575691 leaf_count=2243 582 187 44 internal_value=0 0.000228434 -0.000183069 internal_weight=0 316.543 408.075 internal_count=3056 769 2287 is_linear=0 shrinkage=0.000324924 Tree=391 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=320.976 97.5985 87.0165 threshold=0.10100500000000003 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022872784306614488 -0.00035856273733670866 0.00032166304532251085 0.0002621804708120393 leaf_weight=389.25372503697872 22.765331164002419 32.807144299149513 304.7406994998455 leaf_count=2233 119 92 670 internal_value=0 -0.000185872 0.000218924 internal_weight=0 422.061 327.506 internal_count=3114 2325 789 is_linear=0 shrinkage=0.000306873 Tree=392 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=309.668 134.934 80.8569 threshold=0.078120000000000009 0.12988000000000002 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001388234778231189 -0.00024225656034177029 0.00037929108165995752 0.0002575729890739064 leaf_weight=55.50825072824955 368.92033118009567 34.853113442659378 305.97239439189434 leaf_count=195 2198 66 667 internal_value=0 -0.000188515 0.000196679 internal_weight=0 403.773 361.481 internal_count=3126 2264 862 is_linear=0 shrinkage=0.000302346 Tree=393 num_leaves=4 num_cat=0 split_feature=12 3 13 split_gain=301.18 86.235 81.0072 threshold=0.080020000000000022 0.10812000000000001 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022833637070825071 -0.00024694916406919291 0.00049188310313574098 -4.1880157273737963e-05 leaf_weight=170.97955825924873 436.08113725483418 11.024693816900252 137.29652918875217 leaf_count=417 2222 27 404 internal_value=0 -0.000228613 0.000108019 internal_weight=0 447.106 308.276 internal_count=3070 2249 821 is_linear=0 shrinkage=0.000262055 Tree=394 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=299.205 104.907 91.6215 threshold=0.09450500000000002 -0.32783999999999996 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018062324041726859 -0.00043388915953875863 0.00023265529471989412 -0.00028962594748423994 leaf_weight=49.87824484705925 26.493123337626457 339.58383490145206 323.62384553253651 leaf_count=171 136 792 1986 internal_value=0 0.000184299 -0.000226793 internal_weight=0 366.077 373.502 internal_count=3085 928 2157 is_linear=0 shrinkage=0.000323191 Tree=395 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=208.729 95.2713 57.6764 threshold=0.10384000000000002 0.082085000000000019 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045665256180281097 0.00051397856615946361 0.00032765827830401529 -0.00018137521166151707 leaf_weight=327.83759946376085 206.17843323945999 67.203751906752586 54.264826685190201 leaf_count=2168 523 243 180 internal_value=0 -0.000323172 0.000369082 internal_weight=0 395.041 260.443 internal_count=3114 2411 703 is_linear=0 shrinkage=0.000600414 Tree=396 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=302.913 122.254 58.788 threshold=0.080020000000000022 0.36766000000000004 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022595481245297016 -0.00023262892041340272 0.00030240045782435441 -0.00012726935047462694 leaf_weight=304.62528002262115 356.30004407465458 37.933683335781097 43.225278586149216 leaf_count=686 2103 73 138 internal_value=0 -0.000181076 0.000182035 internal_weight=0 394.234 347.851 internal_count=3000 2176 824 is_linear=0 shrinkage=0.000283657 Tree=397 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=188.688 97.88 59.2028 threshold=0.078515000000000015 0.17888000000000001 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0006936053373938903 -0.0006005541413838855 0.00050214931244915305 2.9914736098385003e-05 leaf_weight=169.85046982765198 287.92323696613312 55.078130722045898 141.82054844498634 leaf_count=419 2090 166 414 internal_value=0 -0.000423379 0.000391724 internal_weight=0 343.001 311.671 internal_count=3089 2256 833 is_linear=0 shrinkage=0.0007584 Tree=398 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=304.274 138.572 70.3955 threshold=0.080020000000000022 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032173755020348683 -0.00027124200537101661 0.00034910631450048735 3.5454770309330228e-05 leaf_weight=200.13855388760567 350.92856921255589 40.164553835988045 151.26491989195347 leaf_count=425 2145 76 414 internal_value=0 -0.000207452 0.000198555 internal_weight=0 391.093 351.403 internal_count=3060 2221 839 is_linear=0 shrinkage=0.00031671 Tree=399 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=199.517 70.6847 64.6454 threshold=0.09258000000000001 0.084155000000000021 -0.46213499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016818012836724754 0.00045444496590828736 -0.00025866361003409687 -0.0004313649070053847 leaf_weight=5.7693569362163535 273.91547571122646 69.273756705224514 299.24466334283352 leaf_count=19 752 243 2026 internal_value=0 0.000310464 -0.000390792 internal_weight=0 343.189 305.014 internal_count=3040 995 2045 is_linear=0 shrinkage=0.000631006 Tree=400 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=338.313 99.6951 89.0208 threshold=0.099115000000000023 -0.32783999999999996 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015272243834727736 -0.00035206631563538952 0.00022682625762609601 -0.00021800783906043315 leaf_weight=54.081528052687645 23.046698987483978 331.07078863680363 361.07917076349258 leaf_count=177 118 716 2084 internal_value=0 0.000189051 -0.000169686 internal_weight=0 354.117 415.161 internal_count=3095 834 2261 is_linear=0 shrinkage=0.000269663 Tree=401 num_leaves=4 num_cat=0 split_feature=12 13 16 split_gain=192.396 103.059 54.1802 threshold=0.081135000000000013 -0.15325499999999995 0.18438500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00053054921018294815 0.0010942950530967385 -0.00058587966775991191 -0.0004945071010196315 leaf_weight=277.0995609909296 24.648802503943443 299.82319079339504 36.463431358337402 leaf_count=726 72 2105 127 internal_value=0 -0.00045791 0.000411214 internal_weight=0 324.472 313.563 internal_count=3030 2177 853 is_linear=0 shrinkage=0.000791387 Tree=402 num_leaves=4 num_cat=0 split_feature=4 40 151 split_gain=164.365 126.994 19.3982 threshold=0.29587000000000002 -0.034699999999999988 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052081315024577206 -5.1603463737928368e-05 -0.00030244746573725742 0.00069473125466706963 leaf_weight=88.732443980872631 15.388335406780241 427.94435042887926 121.54679767787457 leaf_count=214 44 2546 290 internal_value=0 -0.000160981 0.000610887 internal_weight=0 516.677 136.935 internal_count=3094 2760 334 is_linear=0 shrinkage=0.000626608 Tree=403 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=318.123 111.699 78.2139 threshold=0.080020000000000022 0.12968000000000005 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013287795571931317 -0.00023855610335805463 0.0003592305784127213 0.00025114695415522873 leaf_weight=54.45646545290947 364.96539106965065 29.231675952672958 296.59223538637161 leaf_count=189 2189 57 654 internal_value=0 -0.000194138 0.000191552 internal_weight=0 394.197 351.049 internal_count=3089 2246 843 is_linear=0 shrinkage=0.000294711 Tree=404 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=176.118 108.426 13.2305 threshold=0.28122000000000008 -0.078484999999999985 -0.23274999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051054969311087415 7.6276846496702662e-05 -0.00029631578685093143 0.00063412282020502422 leaf_weight=66.614978790283203 16.939116910099983 442.84418509155512 119.07872991263866 leaf_count=158 46 2608 290 internal_value=0 -0.000190724 0.000564771 internal_weight=0 509.459 136.018 internal_count=3102 2766 336 is_linear=0 shrinkage=0.000590055 Tree=405 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=355.027 101.725 86.9704 threshold=0.10100500000000003 0.062580000000000011 -0.27269499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019792437329026926 -0.0002942955386228563 0.00026094690162067088 0.00021084268513592915 leaf_weight=398.72468416392803 22.446914523839951 32.121828436851501 313.38051369786263 leaf_count=2209 113 86 674 internal_value=0 -0.000163654 0.000176992 internal_weight=0 430.847 335.827 internal_count=3082 2295 787 is_linear=0 shrinkage=0.0002484 Tree=406 num_leaves=4 num_cat=0 split_feature=1 376 484 split_gain=186.829 83.9143 45.6846 threshold=0.10504000000000001 0.048695000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036626135959971529 -0.00052046044149243488 0.00073239467339088194 0.00050876351388450111 leaf_weight=362.29017028957605 19.199867263436317 31.075088649988174 232.07573616504669 leaf_count=2330 69 65 608 internal_value=0 -0.000279286 0.000429924 internal_weight=0 393.365 251.276 internal_count=3072 2395 677 is_linear=0 shrinkage=0.000642614 Tree=407 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=160.148 113.535 9.91846 threshold=0.28122000000000008 -0.078179999999999986 -0.23274999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00064234671454535552 0.00016226650856444776 -0.00032740883446221597 0.00072675636349045947 leaf_weight=65.097407549619675 16.939417079091072 442.40571051836014 112.07844218611717 leaf_count=153 45 2598 280 internal_value=0 -0.000202904 0.000652847 internal_weight=0 507.503 129.018 internal_count=3076 2751 325 is_linear=0 shrinkage=0.000686095 Tree=408 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=180.331 102.174 48.7261 threshold=0.081135000000000013 -0.030749999999999996 0.26760500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039499297966985169 0.00042509064389677258 -0.00046823012666407542 -0.00041385724042843812 leaf_weight=286.86271274089813 55.240723244845867 268.42323633283377 29.333454012870789 leaf_count=763 201 2001 106 internal_value=0 -0.00031567 0.000319836 internal_weight=0 323.664 316.196 internal_count=3071 2202 869 is_linear=0 shrinkage=0.000598609 Tree=409 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=283.022 120.439 63.6885 threshold=0.079600000000000018 0.29587000000000002 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.7204394250794826e-05 -0.00025021585236239332 0.00030386376610428274 0.0002495050206109541 leaf_weight=62.976300030946732 338.62127675116062 40.134024873375893 281.02810990810394 leaf_count=211 2142 82 628 internal_value=0 -0.000191431 0.000187856 internal_weight=0 378.755 344.004 internal_count=3063 2224 839 is_linear=0 shrinkage=0.000302754 Tree=410 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=292.963 100.398 80.6726 threshold=0.10100500000000003 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013159191899679961 -0.00025884819470788436 -0.00017935163764009455 0.00018313164910184379 leaf_weight=60.774240657687187 22.127032265067101 354.58807611465454 293.26418542861938 leaf_count=200 115 2090 655 internal_value=0 -0.000133832 0.000152043 internal_weight=0 415.362 315.391 internal_count=3060 2290 770 is_linear=0 shrinkage=0.000223662 Tree=411 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=335.552 92.6524 79.04 threshold=0.10100500000000003 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024558688918459521 -0.00037611026307891675 0.00033627846090017428 0.00027634720156683877 leaf_weight=389.28850078582764 20.887670814990997 31.206854894757271 311.16226349771023 leaf_count=2229 107 87 687 internal_value=0 -0.000202326 0.000235191 internal_weight=0 420.495 332.05 internal_count=3110 2316 794 is_linear=0 shrinkage=0.000325385 Tree=412 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=285.547 89.3103 89.0383 threshold=0.094090000000000021 -0.32783999999999996 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021621178376182398 -0.00032984133812483297 0.00019318016604026117 0.00028178062098766605 leaf_weight=334.74960032105446 25.326985254883766 349.59200873970985 28.171819299459457 leaf_count=2022 128 821 81 internal_value=0 0.00015776 -0.00017748 internal_weight=0 374.919 362.921 internal_count=3052 949 2103 is_linear=0 shrinkage=0.000269449 Tree=413 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=307.664 152.189 68.5098 threshold=0.080020000000000022 0.23854500000000003 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023510249560934154 -0.00020095731449331985 0.00019887049189706645 3.3585711422685442e-05 leaf_weight=203.34748847782612 345.0872178375721 58.093096241354942 155.88864512741566 leaf_count=424 2086 138 424 internal_value=0 -0.000143308 0.000147693 internal_weight=0 403.18 359.236 internal_count=3072 2224 848 is_linear=0 shrinkage=0.000228699 Tree=414 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=315.292 133.647 67.3351 threshold=0.080020000000000022 0.29587000000000002 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032340881247885065 -0.00025974439984031435 0.00033020707925791019 4.7553422364069809e-05 leaf_weight=205.63840302824974 371.93981595337391 42.640018910169601 154.86392422020435 leaf_count=431 2200 83 423 internal_value=0 -0.000198994 0.000204959 internal_weight=0 414.58 360.502 internal_count=3137 2283 854 is_linear=0 shrinkage=0.000315953 Tree=415 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=180.509 102.69 56.6822 threshold=0.080020000000000022 -0.030749999999999996 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029422176735926592 0.00050606119646052572 -0.00052150198034595801 0.00047637331302038559 leaf_weight=51.744715690612793 52.254636563360691 281.43312709033489 264.00191022455692 leaf_count=184 186 2050 670 internal_value=0 -0.000360472 0.000350028 internal_weight=0 333.688 315.747 internal_count=3090 2236 854 is_linear=0 shrinkage=0.000673693 Tree=416 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=175.705 80.5976 65.0129 threshold=0.080020000000000022 -0.030749999999999996 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00063741217668048661 0.00042476670841116835 -0.00054271860561791831 -2.6966484070198579e-06 leaf_weight=177.37442962825298 51.475881576538086 274.54236686974764 145.63643325865269 leaf_count=448 186 2019 435 internal_value=0 -0.000389866 0.000348904 internal_weight=0 326.018 323.011 internal_count=3088 2205 883 is_linear=0 shrinkage=0.000710051 Tree=417 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=157.774 93.1213 58.5757 threshold=0.10437000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050654237368254239 0.0006323174874481389 -0.00045558382857883729 -0.00027375935854916762 leaf_weight=64.864576548337936 197.48956885933876 323.72542756050825 47.557057082653046 leaf_count=227 510 2145 166 internal_value=0 -0.000294883 0.000456427 internal_weight=0 388.59 245.047 internal_count=3048 2372 676 is_linear=0 shrinkage=0.000733392 Tree=418 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=178.786 70.1316 52.9969 threshold=0.10384000000000002 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033712292782554787 -0.00072277827733548225 -0.00045554626366934637 0.00046293872942082466 leaf_weight=56.403122693300247 17.237714618444443 311.02647762000561 234.98932856321335 leaf_count=214 94 2121 613 internal_value=0 -0.0003338 0.00038162 internal_weight=0 367.43 252.227 internal_count=3042 2335 707 is_linear=0 shrinkage=0.000654463 Tree=419 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=244.373 103.009 68.5459 threshold=0.10100500000000003 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020970865387938539 -0.00036629105794607175 -0.00024996879274239787 0.0002433574743432675 leaf_weight=60.546118900179863 20.764968365430832 340.31988650560379 291.75185312330723 leaf_count=195 111 2078 676 internal_value=0 -0.000180501 0.000202733 internal_weight=0 400.866 312.517 internal_count=3060 2273 787 is_linear=0 shrinkage=0.000324924 Tree=420 num_leaves=4 num_cat=0 split_feature=1 376 47 split_gain=302.463 110.283 69.6043 threshold=0.10384000000000002 0.048695000000000009 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018925638181243294 0.00027166071570783779 0.00032935089517984736 -5.2797434962109715e-05 leaf_weight=411.5322083979845 245.67718252539635 33.664982348680496 63.230371206998825 leaf_count=2311 528 64 194 internal_value=0 -0.000149967 0.000205252 internal_weight=0 445.197 308.908 internal_count=3097 2375 722 is_linear=0 shrinkage=0.00027587 Tree=421 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=165.453 90.0735 74.1301 threshold=0.089825000000000002 -0.060024999999999995 0.29587000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066613095403694593 0.00041331111495905142 0.00040192215034824577 -0.00098860657842357071 leaf_weight=223.67422783374786 337.20420678704977 56.455483742058277 22.926477059721947 leaf_count=1735 1021 238 112 internal_value=0 -0.000450808 0.000323783 internal_weight=0 280.13 360.131 internal_count=3106 1973 1133 is_linear=0 shrinkage=0.000756041 Tree=422 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=254.456 121.341 60.4205 threshold=0.023990000000000004 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001254732559486144 -0.00024026030452892419 0.00034217155456084289 0.00024503048521292868 leaf_weight=49.53728324174881 342.36951319873333 37.961520746350288 280.17609205842018 leaf_count=170 2177 73 645 internal_value=0 -0.000182043 0.000189341 internal_weight=0 380.331 329.713 internal_count=3065 2250 815 is_linear=0 shrinkage=0.000309452 Tree=423 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=363.912 150.963 60.27 threshold=0.078515000000000015 0.36766000000000004 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.5095198979549566e-05 -0.0002119337453866161 0.00026493622509495305 0.00021404612810771903 leaf_weight=53.475024431943893 362.70864653587341 43.920460030436516 314.13521894812584 leaf_count=179 2138 83 675 internal_value=0 -0.000160368 0.000173433 internal_weight=0 406.629 367.61 internal_count=3075 2221 854 is_linear=0 shrinkage=0.000243169 Tree=424 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=279.695 131.329 61.0265 threshold=0.081135000000000013 0.29587000000000002 0.087515000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.5843925955601187e-05 -0.00026296237621045298 0.000321581448698446 0.00025137358054743201 leaf_weight=64.901150435209274 341.32492172718048 42.637705028057098 288.65121637284756 leaf_count=222 2165 83 651 internal_value=0 -0.000197976 0.000189463 internal_weight=0 383.963 353.552 internal_count=3121 2248 873 is_linear=0 shrinkage=0.00031435 Tree=425 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=280.965 119.248 61.7918 threshold=0.078515000000000015 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034178218351367973 -0.00027567545225737615 0.00035373131684025627 4.9399630709386925e-05 leaf_weight=196.07556074857712 345.71292386949062 39.436764791607857 150.6529079079628 leaf_count=433 2181 79 421 internal_value=0 -0.000211144 0.000214799 internal_weight=0 385.15 346.728 internal_count=3114 2260 854 is_linear=0 shrinkage=0.000343307 Tree=426 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=173.421 100.188 83.6326 threshold=0.088975000000000012 0.053965000000000006 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056812391861642286 -0.00085795595680133465 0.00076489806981285089 0.00033230537478245303 leaf_weight=242.3657852858305 26.883721865713596 26.468795359134674 351.94711881875992 leaf_count=1827 154 80 1058 internal_value=0 -0.000436614 0.00024761 internal_weight=0 268.835 378.831 internal_count=3119 1907 1212 is_linear=0 shrinkage=0.000651653 Tree=427 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=312.455 134.972 84.951 threshold=0.040165000000000006 0.29587000000000002 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016938031993980496 -0.00024822246348743244 0.00022810170350740479 0.00016172218123518221 leaf_weight=53.982333093881607 420.00254660844803 37.138698622584343 252.47810406982899 leaf_count=180 2191 80 624 internal_value=0 -0.000209479 0.000103359 internal_weight=0 457.141 306.46 internal_count=3075 2271 804 is_linear=0 shrinkage=0.000239753 Tree=428 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=310.127 112.749 86.2997 threshold=0.10100500000000003 0.062580000000000011 -0.27269499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020879498141567612 -0.00033821286595292504 0.00031509452813738135 0.00024200753175228015 leaf_weight=390.173534065485 22.181447118520737 36.308839842677116 309.01318328082561 leaf_count=2239 113 97 683 internal_value=0 -0.000164122 0.000203047 internal_weight=0 426.482 331.195 internal_count=3132 2336 796 is_linear=0 shrinkage=0.000284716 Tree=429 num_leaves=4 num_cat=0 split_feature=1 52 123 split_gain=313.061 96.2185 91.2565 threshold=0.10100500000000003 -0.32783999999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019567441966414681 -0.00037107537719186678 0.00021490856117201504 0.00023065116577280608 leaf_weight=393.51958195865154 20.168525487184525 308.33277170360088 37.214937925338745 leaf_count=2238 106 680 76 internal_value=0 0.000178818 -0.00015879 internal_weight=0 328.501 430.735 internal_count=3100 786 2314 is_linear=0 shrinkage=0.000260525 Tree=430 num_leaves=4 num_cat=0 split_feature=12 4 15 split_gain=190.969 97.3454 61.7688 threshold=0.083325000000000024 0.29587000000000002 0.082805000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045528435278212255 -0.00054135625375978695 0.00065132313613820475 -0.00085127093457825257 leaf_weight=305.82486221939325 287.04964113980532 39.651138857007027 19.544865548610687 leaf_count=828 2098 88 87 internal_value=0 -0.000396429 0.000376534 internal_weight=0 326.701 325.37 internal_count=3101 2186 915 is_linear=0 shrinkage=0.00071428 Tree=431 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=328.081 109.548 75.0459 threshold=0.078515000000000015 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029052410435445879 -0.00024883209636736585 0.00026791283238856756 2.8611807335028489e-05 leaf_weight=199.30490136146545 338.02943125367165 35.495798468589783 150.8324349373579 leaf_count=430 2152 73 420 internal_value=0 -0.000199661 0.000177743 internal_weight=0 373.525 350.137 internal_count=3075 2225 850 is_linear=0 shrinkage=0.000280152 Tree=432 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=180.73 106.366 59.5887 threshold=0.10100500000000003 0.062580000000000011 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043586778765643144 0.00054417727663900344 0.00079286334450283315 -0.00020932454374837525 leaf_weight=333.64937110245228 213.3077781945467 33.409636214375496 57.551281243562698 leaf_count=2223 564 91 198 internal_value=0 -0.000323821 0.000384055 internal_weight=0 367.059 270.859 internal_count=3076 2314 762 is_linear=0 shrinkage=0.000657475 Tree=433 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=255.925 107.121 75.061 threshold=0.10100500000000003 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028061202823560425 -0.00038496855903010635 -0.00030094395769774155 0.0003133013078412837 leaf_weight=56.816485211253166 25.744516000151634 341.67786683142185 287.90214772522449 leaf_count=184 92 2101 699 internal_value=0 -0.000217971 0.00025587 internal_weight=0 398.494 313.647 internal_count=3076 2285 791 is_linear=0 shrinkage=0.000392459 Tree=434 num_leaves=4 num_cat=0 split_feature=1 3 484 split_gain=166.862 85.979 64.4566 threshold=0.10100500000000003 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045741229141190749 -0.00064900067053171625 -0.00045874040878482279 0.00046187303446980918 leaf_weight=53.093842908740044 25.379659533500671 309.83207626640797 253.00768376886845 leaf_count=180 93 2124 690 internal_value=0 -0.000324613 0.000360378 internal_weight=0 362.926 278.387 internal_count=3087 2304 783 is_linear=0 shrinkage=0.000665706 Tree=435 num_leaves=4 num_cat=0 split_feature=12 3 13 split_gain=173.74 90.9684 56.7712 threshold=0.079600000000000018 0.10812000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00065778365680385902 -0.00044471561362192675 0.0016653191400779752 3.8712575843595577e-05 leaf_weight=165.99546676874161 323.36793024837971 10.808779597282408 142.05597831308842 leaf_count=423 2235 29 423 internal_value=0 -0.000375933 0.000372421 internal_weight=0 334.177 308.051 internal_count=3110 2264 846 is_linear=0 shrinkage=0.000718931 Tree=436 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=285.948 107.154 101.377 threshold=0.09450500000000002 -0.12077499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019212765368218322 -0.00034197112582893819 -0.0002353556168506914 0.00019777931956004466 leaf_weight=49.482387989759445 27.472567290067673 323.83505687117577 341.25500530004501 leaf_count=167 139 1999 804 internal_value=0 -0.000178653 0.000157473 internal_weight=0 373.317 368.728 internal_count=3109 2166 943 is_linear=0 shrinkage=0.00027077 Tree=437 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=162.106 81.4893 78.9959 threshold=0.089625000000000024 0.086785000000000015 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038135194077392636 0.00038127463661398697 -0.00033972409315707788 -0.00050831298323626478 leaf_weight=42.195904344320297 288.73094545304775 69.579450063407421 230.84909762442112 leaf_count=157 873 266 1782 internal_value=0 0.000241203 -0.000370726 internal_weight=0 358.31 273.045 internal_count=3078 1139 1939 is_linear=0 shrinkage=0.000598399 Tree=438 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=294.76 101.545 89.3296 threshold=0.090515000000000012 0.053965000000000006 -0.013124999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025088899920559094 0.0003070996363571971 0.00027415878633365107 4.2873386864272538e-05 leaf_weight=301.63809078931808 160.49729144573212 30.696380421519279 245.31548343598843 leaf_count=1895 328 85 762 internal_value=0 -0.000202316 0.00014743 internal_weight=0 332.334 405.813 internal_count=3070 1980 1090 is_linear=0 shrinkage=0.0002754 Tree=439 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=302.186 117.345 73.8267 threshold=0.080020000000000022 0.12485500000000001 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017649228900191619 -0.00034188413383028619 0.00031682439343782442 0.00022839706824591473 leaf_weight=65.683468952775002 406.13443221151829 33.840255826711655 251.4354744553566 leaf_count=211 2189 76 638 internal_value=0 -0.000291152 0.000144501 internal_weight=0 439.975 317.119 internal_count=3114 2265 849 is_linear=0 shrinkage=0.000340262 Tree=440 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=311.445 124.601 64.8497 threshold=0.078120000000000009 0.12545500000000001 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010685378247719151 -0.00021176782111692887 0.00030346382634657072 0.00021231397253333744 leaf_weight=49.791267991065979 370.00227648019791 34.309946730732918 297.05463106930256 leaf_count=171 2205 67 653 internal_value=0 -0.000167973 0.000166476 internal_weight=0 404.312 346.846 internal_count=3096 2272 824 is_linear=0 shrinkage=0.00025898 Tree=441 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=234.992 80.753 77.4344 threshold=0.099470000000000017 -0.28763999999999995 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018751905802586615 -0.00043390981752117636 0.00024761505221202742 -0.00024699151180655857 leaf_weight=54.291354686021805 21.215034902095795 298.12961649894714 342.66799628734589 leaf_count=187 115 711 2116 internal_value=0 0.000202203 -0.000187528 internal_weight=0 319.345 396.959 internal_count=3129 826 2303 is_linear=0 shrinkage=0.000338269 Tree=442 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=316.46 91.4523 80.1392 threshold=0.10100500000000003 0.078515000000000015 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9314395602997976e-05 -0.00027491929458268018 -0.00021535716735854307 0.00020011845471090516 leaf_weight=122.47298967838287 21.680411756038666 304.62380233407021 302.16985835134983 leaf_count=345 111 1989 664 internal_value=0 -0.000145207 0.000168233 internal_weight=0 427.097 323.85 internal_count=3109 2334 775 is_linear=0 shrinkage=0.000239162 Tree=443 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=253.716 92.779 87.3897 threshold=0.10100500000000003 -0.32783999999999996 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019915510759737867 -0.00040107478703582601 0.00022485183611536185 0.00028087422453906179 leaf_weight=380.88826185464859 20.662895008921623 286.74140831828117 33.658498883247375 leaf_count=2229 112 658 92 internal_value=0 0.000182648 -0.000160115 internal_weight=0 307.404 414.547 internal_count=3091 770 2321 is_linear=0 shrinkage=0.000285942 Tree=444 num_leaves=4 num_cat=0 split_feature=12 16 15 split_gain=184.377 101.757 51.4796 threshold=0.080020000000000022 -0.17157499999999998 0.082685000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046375610778741307 0.00046047177312192716 -0.00056724630772747088 -0.00086536475197771315 leaf_weight=297.33308815956116 62.691541768610477 280.4850632250309 16.270796447992325 leaf_count=784 220 2054 64 internal_value=0 -0.000379414 0.000394513 internal_weight=0 343.177 313.604 internal_count=3122 2274 848 is_linear=0 shrinkage=0.000729726 Tree=445 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=270.07 127.214 75.6448 threshold=0.080020000000000022 0.17888000000000001 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033754335052669875 -0.0003055804155202744 0.00022984236192825067 1.2672176880155081e-05 leaf_weight=193.5350172072649 311.57516241073608 60.57329173386097 142.27910941839218 leaf_count=438 2066 170 412 internal_value=0 -0.000218389 0.000199951 internal_weight=0 372.148 335.814 internal_count=3086 2236 850 is_linear=0 shrinkage=0.000338269 Tree=446 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=286.886 131.728 62.7956 threshold=0.080020000000000022 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029034522599943652 -0.00024462362079223659 0.00030526718458890678 3.6854986534864383e-05 leaf_weight=198.90537476539612 341.6578426361084 41.809561684727669 144.62930956482887 leaf_count=443 2169 84 407 internal_value=0 -0.000184597 0.000183672 internal_weight=0 383.467 343.535 internal_count=3103 2253 850 is_linear=0 shrinkage=0.000292724 Tree=447 num_leaves=4 num_cat=0 split_feature=1 457 159 split_gain=189.666 73.3632 69.2612 threshold=0.10100500000000003 0.082870000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044174039490290365 -0.00069981515050994013 0.00044327691072483955 0.00048999480569320388 leaf_weight=318.54411274939775 23.036633878946304 46.472615383565426 256.59222154319286 leaf_count=2145 87 160 688 internal_value=0 -0.000328962 0.000391734 internal_weight=0 365.017 279.629 internal_count=3080 2305 775 is_linear=0 shrinkage=0.000658601 Tree=448 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=265.685 94.9753 77.5817 threshold=0.099115000000000023 -0.25491999999999998 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018711676711976962 -0.00042606962232852476 0.00026094349624945318 -0.00025476629695117851 leaf_weight=51.134111762046814 24.215981855988503 307.31016996502876 338.802843272686 leaf_count=173 123 710 2075 internal_value=0 0.000210634 -0.000196783 internal_weight=0 331.526 389.937 internal_count=3081 833 2248 is_linear=0 shrinkage=0.000334636 Tree=449 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=327.461 93.5236 74.0004 threshold=0.10100500000000003 0.080020000000000022 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2421596710410257e-05 -0.00028475949867708507 -0.0002290144183511675 0.00021826949447456296 leaf_weight=126.03827711939812 20.077554151415825 297.69696514308453 307.65457648038864 leaf_count=361 103 1932 671 internal_value=0 -0.000151263 0.000187366 internal_weight=0 423.735 327.732 internal_count=3067 2293 774 is_linear=0 shrinkage=0.000254427 Tree=450 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=344.27 151.361 60.0256 threshold=0.078515000000000015 0.29587000000000002 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.4493522771116085e-05 -0.00020609343011892723 0.00027109524703346433 0.00020876832651675991 leaf_weight=64.894627764821053 359.01043331623077 42.425263300538063 304.54606372117996 leaf_count=214 2191 80 661 internal_value=0 -0.000155601 0.000164281 internal_weight=0 401.436 369.441 internal_count=3146 2271 875 is_linear=0 shrinkage=0.000239162 Tree=451 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=177.248 82.3951 68.554 threshold=0.10384000000000002 0.082085000000000019 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050742312920143949 0.00061189392906335345 0.0003599169819435324 -0.00028583500552705263 leaf_weight=320.16999421268702 202.7239428460598 69.18559468537569 56.494282990694046 leaf_count=2144 520 250 192 internal_value=0 -0.000353244 0.000416203 internal_weight=0 389.356 259.218 internal_count=3106 2394 712 is_linear=0 shrinkage=0.000721099 Tree=452 num_leaves=4 num_cat=0 split_feature=12 4 159 split_gain=192.333 91.7447 59.9268 threshold=0.080020000000000022 0.17888000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00071658824945583022 -0.00054291656790108006 0.00043728935633445483 0.00045382635078365169 leaf_weight=22.679545819759369 280.68734656274319 55.204900488257408 298.50344705581665 leaf_count=86 2079 169 784 internal_value=0 -0.000381725 0.000370959 internal_weight=0 335.892 321.183 internal_count=3118 2248 870 is_linear=0 shrinkage=0.000695551 Tree=453 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=160.98 101.791 53.3488 threshold=0.081135000000000013 -0.030749999999999996 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041854332541130875 0.00047077216072768425 -0.00050146019903643914 -0.0003917734264939615 leaf_weight=272.38650082796812 54.553670711815357 268.80665848404169 39.105380579829216 leaf_count=728 190 1996 137 internal_value=0 -0.00033733 0.00031671 internal_weight=0 323.36 311.492 internal_count=3051 2186 865 is_linear=0 shrinkage=0.00064942 Tree=454 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=292.551 140.582 68.1924 threshold=0.040165000000000006 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003018027581628398 -0.00024175666061510871 0.00030739585268608056 3.4972923691659791e-05 leaf_weight=196.98640874028206 358.45464263856411 45.232213065028191 142.48136538267136 leaf_count=422 2202 87 393 internal_value=0 -0.000180157 0.000189857 internal_weight=0 403.687 339.468 internal_count=3104 2289 815 is_linear=0 shrinkage=0.00029381 Tree=455 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=166.421 77.871 74.7709 threshold=0.089825000000000002 -0.016169999999999997 0.053965000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00058573522890265843 0.00077902608291605417 5.4555630596778451e-05 0.00082145818566677358 leaf_weight=249.14963346719742 137.11854934692383 232.95928435027599 24.004210576415062 leaf_count=1863 342 818 75 internal_value=0 0.000323136 -0.000461788 internal_weight=0 370.078 273.154 internal_count=3098 1160 1938 is_linear=0 shrinkage=0.000762902 Tree=456 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=288.27 83.5373 71.7793 threshold=0.10100500000000003 -0.11550499999999998 -0.27269499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014509674732428833 -0.00031225455964043055 -0.00020679059363750378 0.00022285047816552551 leaf_weight=59.762947022914886 20.237991094589233 359.275171905756 304.76272647082806 leaf_count=201 104 2118 686 internal_value=0 -0.000156579 0.000189433 internal_weight=0 419.038 325.001 internal_count=3109 2319 790 is_linear=0 shrinkage=0.00027576 Tree=457 num_leaves=4 num_cat=0 split_feature=1 0 40 split_gain=162.611 90.0135 77.9359 threshold=0.09258000000000001 -0.060024999999999995 -0.012844999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000583703456633562 0.00083489257294319999 0.00041896635485120842 9.9514008890667035e-05 leaf_weight=243.39360013604164 111.91973081231117 58.187825955450535 233.40826949477196 leaf_count=1831 260 236 765 internal_value=0 -0.000390162 0.000338041 internal_weight=0 301.581 345.328 internal_count=3092 2067 1025 is_linear=0 shrinkage=0.000724687 Tree=458 num_leaves=4 num_cat=0 split_feature=4 376 47 split_gain=182.026 107.582 17.8008 threshold=0.27834500000000006 0.048375000000000008 0.085765000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036767718159602116 0.00076963105387302833 0.00076411897198544541 -3.7412105632685298e-05 leaf_weight=439.94680722802877 123.54708504676819 48.279425978660583 16.012291684746742 leaf_count=2639 311 110 45 internal_value=0 -0.000255607 0.00067708 internal_weight=0 488.226 139.559 internal_count=3105 2749 356 is_linear=0 shrinkage=0.000720443 Tree=459 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=293.831 100.487 82.09 threshold=0.099115000000000023 -0.28763999999999995 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020797480163420347 -0.00034123312558037019 0.00021377637229685043 0.00024716140774932028 leaf_weight=364.6195383220911 25.536959990859032 307.52339437603951 31.113509431481361 leaf_count=2139 123 697 87 internal_value=0 0.000171121 -0.000172131 internal_weight=0 333.06 395.733 internal_count=3046 820 2226 is_linear=0 shrinkage=0.000269335 Tree=460 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=286.355 91.9054 86.6647 threshold=0.094655000000000017 -0.32783999999999996 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015993344328816335 -0.00035309333839508725 0.00021547766720022727 -0.00024586101281860408 leaf_weight=51.024056151509285 25.458851099014282 332.29157929122448 313.17197991907597 leaf_count=166 131 793 2006 internal_value=0 0.000174918 -0.000188977 internal_weight=0 357.75 364.196 internal_count=3096 924 2172 is_linear=0 shrinkage=0.000288933 Tree=461 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=166.099 121.535 10.5222 threshold=0.29587000000000002 0.081135000000000013 0.099800000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025468440957255109 0.00089946701027423517 -0.00055301881935069868 0.0002043564084691508 leaf_weight=211.22943425923586 114.21430933475494 292.624058842659 16.492827326059341 leaf_count=600 285 2157 43 internal_value=0 -0.000214426 0.000812007 internal_weight=0 503.853 130.707 internal_count=3085 2757 328 is_linear=0 shrinkage=0.000811651 Tree=462 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=155.421 109.4 16.4848 threshold=0.29587000000000002 -0.23438999999999996 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00093506944799650758 0.0007909820968187869 -0.00030923274269938674 -1.7742709012699894e-05 leaf_weight=41.797190733253956 115.89870791137218 458.10021927207708 15.523384988307951 leaf_count=103 294 2650 44 internal_value=0 -0.000205009 0.000695523 internal_weight=0 499.897 131.422 internal_count=3091 2753 338 is_linear=0 shrinkage=0.000737141 Tree=463 num_leaves=4 num_cat=0 split_feature=1 13 52 split_gain=246.566 73.6762 72.5555 threshold=0.10100500000000003 -0.24426999999999996 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041439162563464463 -0.00036109378726140531 -0.0002366419264775573 0.00016737830335101315 leaf_weight=13.998861506581305 22.175842106342316 440.7108304053545 243.91738292574883 leaf_count=37 103 2279 660 internal_value=0 -0.000216502 0.000123203 internal_weight=0 454.71 266.093 internal_count=3079 2316 763 is_linear=0 shrinkage=0.000280335 Tree=464 num_leaves=4 num_cat=0 split_feature=12 1 15 split_gain=157.666 86.3865 51.9239 threshold=0.083325000000000024 0.12545500000000001 0.082805000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040857942433214229 -0.00050969346294076718 0.00075435558825564901 -0.00081241721041451856 leaf_weight=300.9389847740531 285.43379380553961 31.277948066592216 19.282155148684978 leaf_count=843 2105 72 88 internal_value=0 -0.000384636 0.000334799 internal_weight=0 316.712 320.221 internal_count=3108 2177 931 is_linear=0 shrinkage=0.000723117 Tree=465 num_leaves=4 num_cat=0 split_feature=12 3 13 split_gain=167.381 92.3147 50.4994 threshold=0.078515000000000015 0.11942500000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0006561321460771954 -0.00047836850411593114 0.0016499926451878822 4.654296126659588e-05 leaf_weight=162.04689136147499 308.81838769465685 11.654222145676611 141.51648835837841 leaf_count=426 2216 29 419 internal_value=0 -0.00040042 0.000372073 internal_weight=0 320.473 303.563 internal_count=3090 2245 845 is_linear=0 shrinkage=0.00074565 Tree=466 num_leaves=4 num_cat=0 split_feature=1 150 159 split_gain=138.515 75.043 54.4729 threshold=0.10423500000000001 0.082085000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046037444089727458 -0.00069093773529591061 0.00040410512644495524 0.00052067465202649957 leaf_weight=316.23161679506302 22.574750602245331 67.466725446283817 222.00258135795593 leaf_count=2174 83 244 623 internal_value=0 -0.000308297 0.000408577 internal_weight=0 383.698 244.577 internal_count=3124 2418 706 is_linear=0 shrinkage=0.000744572 Tree=467 num_leaves=4 num_cat=0 split_feature=1 13 52 split_gain=160.636 67.0772 49.5123 threshold=0.10384000000000002 -0.24426999999999996 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00129352441180967 -0.00091403456585828155 -0.00037455491785496817 0.00046127824675694156 leaf_weight=11.391685023903845 12.665433540940283 357.26458689570427 230.30525322258472 leaf_count=37 76 2355 629 internal_value=0 -0.000322633 0.000389199 internal_weight=0 368.656 242.971 internal_count=3097 2392 705 is_linear=0 shrinkage=0.000679807 Tree=468 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=148.789 70.5017 64.7361 threshold=0.10100500000000003 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038863263231132768 -0.00086761199286650343 -0.00045541177524899978 0.00044893360759525654 leaf_weight=54.683694019913673 18.694388344883919 297.27677674591541 244.63954578340054 leaf_count=201 108 2121 668 internal_value=0 -0.000324192 0.000355141 internal_weight=0 351.96 263.334 internal_count=3098 2322 776 is_linear=0 shrinkage=0.000683657 Tree=469 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=158.8 74.1559 49.3027 threshold=0.080020000000000022 0.36766000000000004 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046154441181670664 -0.00056384970552530154 0.00066686787004837593 -0.00047425338738168045 leaf_weight=258.54288747906685 278.53091254085302 31.653431102633476 37.437148660421371 leaf_count=722 2175 74 132 internal_value=0 -0.000438063 0.000343045 internal_weight=0 310.184 295.98 internal_count=3103 2249 854 is_linear=0 shrinkage=0.000762978 Tree=470 num_leaves=4 num_cat=0 split_feature=1 159 3 split_gain=256.655 88.7429 87.482 threshold=0.09450500000000002 -1.0000000180025095e-35 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015246392973766482 -0.00030742785177408083 0.00020905811603553437 -0.00024970583527768623 leaf_weight=54.992137461900711 31.544735074043274 319.12363719940186 311.88946762681007 leaf_count=190 123 811 1994 internal_value=0 0.000162514 -0.000189396 internal_weight=0 350.668 366.882 internal_count=3118 934 2184 is_linear=0 shrinkage=0.000294178 Tree=471 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=162.789 79.6202 48.6615 threshold=0.081135000000000013 0.12545500000000001 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041059326972775739 -0.00044552978977227238 0.00067390997816496113 -0.0003354135545718804 leaf_weight=273.88348214328289 274.61471191048622 28.383692294359207 40.719285920262337 leaf_count=760 2139 66 141 internal_value=0 -0.000340455 0.000313952 internal_weight=0 302.998 314.603 internal_count=3106 2205 901 is_linear=0 shrinkage=0.000637325 Tree=472 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=155.681 84.0188 56.3696 threshold=0.080020000000000022 0.10812000000000001 0.16388500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051257492776943063 -0.0004965588321748384 0.0018338166126977806 -0.00058578616005250177 leaf_weight=261.16077326238155 296.26344953477383 9.9821164608001691 33.123378321528435 leaf_count=725 2210 27 121 internal_value=0 -0.000419957 0.000388772 internal_weight=0 306.246 294.284 internal_count=3083 2237 846 is_linear=0 shrinkage=0.000794178 Tree=473 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=249.77 99.1268 66.3896 threshold=0.10100500000000003 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016572351584158359 0.0002269158904557938 -0.00019657924778136983 -6.9190024782996042e-05 leaf_weight=59.110884442925453 242.82619789242744 348.70397898554802 64.086429998278618 leaf_count=202 573 2108 206 internal_value=0 -0.000144034 0.000165083 internal_weight=0 407.815 306.913 internal_count=3089 2310 779 is_linear=0 shrinkage=0.000258876 Tree=474 num_leaves=4 num_cat=0 split_feature=1 40 3 split_gain=135.454 77.0895 53.0254 threshold=0.088405000000000025 -0.012844999999999997 -0.10075499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025015196135820143 0.00077909869352054523 4.0075896368544228e-05 -0.00060491845942158245 leaf_weight=46.725874796509743 104.16430294513702 250.85109993070364 197.77768415212631 leaf_count=221 262 948 1632 internal_value=0 0.000257088 -0.00044147 internal_weight=0 355.015 244.504 internal_count=3063 1210 1853 is_linear=0 shrinkage=0.000722366 Tree=475 num_leaves=4 num_cat=0 split_feature=4 13 151 split_gain=149.314 109.44 18.2919 threshold=0.27150500000000005 -0.24426999999999996 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00096007332306373319 -0.00018537106219457838 -0.00033745367976827935 0.00076804746547701999 leaf_weight=39.892504781484604 12.462584257125853 426.04640372097492 119.30726001411676 leaf_count=102 38 2583 333 internal_value=0 -0.000226159 0.000677794 internal_weight=0 465.939 131.77 internal_count=3056 2685 371 is_linear=0 shrinkage=0.00075003 Tree=476 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=252.34 131.643 64.3485 threshold=0.080020000000000022 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027586267033693731 -0.00022157510122307629 0.00029832508708904474 3.1541510095430916e-05 leaf_weight=183.77288863062859 335.0375575274229 41.780774816870689 149.35536241531372 leaf_count=419 2171 84 421 internal_value=0 -0.000163858 0.000166371 internal_weight=0 376.818 333.128 internal_count=3095 2255 840 is_linear=0 shrinkage=0.000276471 Tree=477 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=279.601 107.763 56.423 threshold=0.080020000000000022 -0.044559999999999995 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000275264402063424 0.00016622983461124068 -0.00021727026145215616 6.8571161400765872e-05 leaf_weight=147.58083018660545 55.414586424827576 317.11612816900015 201.26894323527813 leaf_count=320 191 2070 554 internal_value=0 -0.000160191 0.000156073 internal_weight=0 372.531 348.85 internal_count=3135 2261 874 is_linear=0 shrinkage=0.000253902 Tree=478 num_leaves=4 num_cat=0 split_feature=4 40 48 split_gain=143.051 109.934 15.0091 threshold=0.28122000000000008 -0.018084999999999997 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050780169286988083 0.00072646989947420582 -0.00034860470156021701 -3.7247397683333703e-05 leaf_weight=88.601887784898281 111.83856827020645 390.02335042506456 13.942265704274176 leaf_count=228 302 2530 41 internal_value=0 -0.000189987 0.000641857 internal_weight=0 478.625 125.781 internal_count=3101 2758 343 is_linear=0 shrinkage=0.000694385 Tree=479 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=156.303 78.0977 46.7641 threshold=0.078120000000000009 -0.030749999999999996 -0.042829999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00075336024700512622 0.00047411147610329463 -0.00059911475238357491 0.00011419212780914334 leaf_weight=119.26745872199535 49.78447899222374 258.95100542902946 172.91291308403015 leaf_count=313 188 2089 531 internal_value=0 -0.000425945 0.000375288 internal_weight=0 308.735 292.18 internal_count=3121 2277 844 is_linear=0 shrinkage=0.000785357 Tree=480 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=238.859 85.8358 64.3952 threshold=0.10100500000000003 -0.32783999999999996 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022213987588060955 -0.00045498093293746785 0.00024320718667173745 0.00025654773627174516 leaf_weight=355.85977007448673 19.410874679684639 284.15111069381237 31.646890252828598 leaf_count=2218 109 683 92 internal_value=0 0.000198411 -0.000182984 internal_weight=0 303.562 387.507 internal_count=3102 792 2310 is_linear=0 shrinkage=0.000322017 Tree=481 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=134.201 87.2647 55.1904 threshold=0.083325000000000024 -0.030749999999999996 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027824317898718815 0.00041415427123438572 -0.00049099318915880527 0.0003971737923001657 leaf_weight=60.159537695348263 51.438365213572979 244.59011823683977 244.69832637161016 leaf_count=251 193 1995 682 internal_value=0 -0.000333616 0.000263836 internal_weight=0 296.028 304.858 internal_count=3121 2188 933 is_linear=0 shrinkage=0.000632159 Tree=482 num_leaves=4 num_cat=0 split_feature=4 12 47 split_gain=242.891 142.79 14.9242 threshold=0.28122000000000008 0.080020000000000022 0.085765000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1412553550600706e-05 0.00027307692507315553 -0.00025437275643365443 -4.2618567432961161e-06 leaf_weight=201.72440053522587 115.63377660512924 377.93810580670834 15.40116176009178 leaf_count=570 304 2136 43 internal_value=0 -0.000158413 0.000240504 internal_weight=0 579.663 131.035 internal_count=3053 2706 347 is_linear=0 shrinkage=0.000264706 Tree=483 num_leaves=4 num_cat=0 split_feature=12 4 159 split_gain=129.958 75.6893 57.809 threshold=0.080020000000000022 0.29587000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00073092164819083807 -0.00044772556046063119 0.00057975834833270859 0.00037450708047754265 leaf_weight=22.201998993754387 267.32137882709503 35.235880881547928 268.36394101381302 leaf_count=88 2137 82 763 internal_value=0 -0.000327894 0.000289793 internal_weight=0 302.557 290.566 internal_count=3070 2219 851 is_linear=0 shrinkage=0.000659786 Tree=484 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=240.051 82.8768 68.4206 threshold=0.10100500000000003 -0.28763999999999995 0.083325000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.8294230129771068e-06 -0.00032066903349853938 0.0001857920994047568 -0.00021343387512937019 leaf_weight=141.22575601935387 20.545868426561356 279.69025611877441 255.24359678477049 leaf_count=449 109 673 1852 internal_value=0 0.000151027 -0.00013808 internal_weight=0 300.236 396.469 internal_count=3083 782 2301 is_linear=0 shrinkage=0.000243945 Tree=485 num_leaves=4 num_cat=0 split_feature=4 49 48 split_gain=129.411 94.2574 20.1721 threshold=0.27150500000000005 -0.047409999999999994 0.11714000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039261335702890236 0.00072559127662826894 -0.00037517140045870151 -0.00024975232737126562 leaf_weight=108.83575166761875 113.54455056041479 353.90963938087225 12.182241603732107 leaf_count=351 324 2368 38 internal_value=0 -0.00019454 0.000630948 internal_weight=0 462.745 125.727 internal_count=3081 2719 362 is_linear=0 shrinkage=0.00072179 Tree=486 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=141.338 92.0755 18.8459 threshold=0.28122000000000008 0.078120000000000009 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001645945467106113 0.00080088558381776994 -0.00053539770369851923 -0.00018878631765403286 leaf_weight=189.87168206274509 106.34552246332169 269.99163782596588 12.748297378420828 leaf_count=557 300 2181 39 internal_value=0 -0.00024641 0.000694869 internal_weight=0 459.863 119.094 internal_count=3077 2738 339 is_linear=0 shrinkage=0.000770367 Tree=487 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=126.57 98.5906 28.0933 threshold=0.28122000000000008 -0.18207999999999999 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00083186142539329853 0.00073564716800853241 -0.00029716250164612423 -0.00035294368978838059 leaf_weight=41.817021533846855 105.89608536660671 423.84302676469088 13.077150270342825 leaf_count=115 300 2632 42 internal_value=0 -0.000195599 0.000615773 internal_weight=0 465.66 118.973 internal_count=3089 2747 342 is_linear=0 shrinkage=0.000702335 Tree=488 num_leaves=4 num_cat=0 split_feature=12 13 15 split_gain=111.563 82.7533 44.5645 threshold=0.083325000000000024 -0.15122999999999998 0.082805000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033023461437348085 0.00079346617749892772 -0.00046383200299539577 -0.00072317500045842383 leaf_weight=268.2080065086484 26.925890006124973 260.11759714782238 20.093183539807796 leaf_count=813 79 2108 92 internal_value=0 -0.000345629 0.000256565 internal_weight=0 287.043 288.301 internal_count=3092 2187 905 is_linear=0 shrinkage=0.000683899 Tree=489 num_leaves=4 num_cat=0 split_feature=15 484 40 split_gain=116.752 97.3415 43.0751 threshold=0.079530000000000017 -0.0048899999999999994 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066800738658206278 0.00082408262237804533 0.0002622033224944499 -0.00062851182931129824 leaf_weight=52.667876645922661 8.9760716706514341 398.56787012517452 124.98399801552296 leaf_count=353 17 1605 1104 internal_value=0 0.000153491 -0.000530573 internal_weight=0 451.236 133.96 internal_count=3079 1958 1121 is_linear=0 shrinkage=0.000643658 Tree=490 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=214.829 98.414 78.2337 threshold=0.10290000000000001 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018097438718754898 -0.0004023972125150639 -0.00020774749807971697 0.000210998588972751 leaf_weight=60.771893948316574 17.457461819052696 337.6474896967411 263.68642722070217 leaf_count=212 97 2132 644 internal_value=0 -0.000148421 0.000172765 internal_weight=0 398.419 281.144 internal_count=3085 2344 741 is_linear=0 shrinkage=0.000281387 Tree=491 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=118.635 74.805 58.6339 threshold=0.083325000000000024 -0.11557999999999999 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029704706708719972 0.00059669822733092177 -0.00044828769481260026 0.00042677420324070101 leaf_weight=62.199363611638546 33.95879951864481 254.12595007568598 231.07683130353689 leaf_count=259 118 2079 658 internal_value=0 -0.000324923 0.000273208 internal_weight=0 288.085 293.276 internal_count=3114 2197 917 is_linear=0 shrinkage=0.000662139 Tree=492 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=209.926 91.7549 61.5958 threshold=0.040165000000000006 0.17888000000000001 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012253726400176883 -0.00022531195384973304 0.00018870969139665815 0.00023158204340446205 leaf_weight=52.010162770748138 301.78578343242407 56.049830116331577 261.53109565377235 leaf_count=186 2104 168 629 internal_value=0 -0.000160423 0.000172818 internal_weight=0 357.836 313.541 internal_count=3087 2272 815 is_linear=0 shrinkage=0.000297375 Tree=493 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=239.827 102.721 72.3858 threshold=0.10100500000000003 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018814720716565746 -0.00034955826284062283 -0.00020392909071001745 0.00021715102580227455 leaf_weight=61.769117549061775 18.745226293802261 345.51312377303839 290.84255637228489 leaf_count=202 103 2131 689 internal_value=0 -0.000144431 0.000182723 internal_weight=0 407.282 309.588 internal_count=3125 2333 792 is_linear=0 shrinkage=0.000280216 Tree=494 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=213.901 129.788 21.7217 threshold=0.28122000000000008 0.023990000000000004 0.10866500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0833279070168801e-05 0.00024032804541456392 -0.00021236209340569701 -6.3674151855223912e-05 leaf_weight=201.29426294565201 111.87238880991936 382.07841221988201 14.6422943174839 leaf_count=575 302 2200 45 internal_value=0 -0.000131909 0.000205119 internal_weight=0 583.373 126.515 internal_count=3122 2775 347 is_linear=0 shrinkage=0.000235052 Tree=495 num_leaves=4 num_cat=0 split_feature=12 1 159 split_gain=228 103.083 55.8042 threshold=0.080020000000000022 0.12545500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023931499443787072 -0.00020915180677265132 0.0003109756553647139 0.00018761408708201565 leaf_weight=24.910432666540146 321.1481452062726 31.486258283257484 304.27621200680733 leaf_count=90 2147 66 757 internal_value=0 -0.000162626 0.000155237 internal_weight=0 352.634 329.187 internal_count=3060 2213 847 is_linear=0 shrinkage=0.000274722 Tree=496 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=117.979 87.0599 53.1555 threshold=0.10100500000000003 -0.11550499999999998 0.082465000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041002011080500838 0.00043947685727284522 -0.00036995388921771645 -0.00019904351100077038 leaf_weight=59.761238247156143 197.95024041831493 280.55232787877321 58.070363536477089 leaf_count=215 587 2106 209 internal_value=0 -0.000232896 0.000294625 internal_weight=0 340.314 256.021 internal_count=3117 2321 796 is_linear=0 shrinkage=0.000587157 Tree=497 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=114.095 76.4428 60.861 threshold=0.10384000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044538770817978727 0.00056587399528240927 -0.00040884843648677312 -0.0002893919377830132 leaf_weight=62.382525071501732 180.4372792840004 293.00907738506794 52.810564190149307 leaf_count=232 529 2153 188 internal_value=0 -0.00025881 0.000372184 internal_weight=0 355.392 233.248 internal_count=3102 2385 717 is_linear=0 shrinkage=0.000701165 Tree=498 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=226.258 93.9885 56.9979 threshold=0.10400500000000001 0.083325000000000024 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.934191131784082e-05 0.00022069438071803903 -0.00020440801008042258 -4.5380818957858277e-05 leaf_weight=156.0401488468051 210.38074405491352 266.08728716522455 58.902811735868454 leaf_count=481 505 1933 188 internal_value=0 -0.000118017 0.000162499 internal_weight=0 422.127 269.284 internal_count=3107 2414 693 is_linear=0 shrinkage=0.000239162 Tree=499 num_leaves=4 num_cat=0 split_feature=4 40 48 split_gain=198.893 147.154 6.72935 threshold=0.28122000000000008 -0.078179999999999986 0.036755000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002563013785388047 0.00028692036691819968 -0.00013847994377844602 0.00011780564123609547 leaf_weight=74.373678922653198 122.11836388707161 459.09151995927095 18.621834591031075 leaf_count=165 289 2607 45 internal_value=0 -8.33988e-05 0.000264656 internal_weight=0 533.465 140.74 internal_count=3106 2772 334 is_linear=0 shrinkage=0.000260525 Tree=500 num_leaves=4 num_cat=0 split_feature=4 40 49 split_gain=129.993 98.2084 13.1244 threshold=0.27150500000000005 -0.078179999999999986 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067331203474654073 0.00077060798553467229 -0.00032751082701181996 0.00011536076129836714 leaf_weight=62.600439473986626 104.38591674715281 396.74448009580374 20.18767923116684 leaf_count=155 302 2567 67 internal_value=0 -0.000190986 0.000664621 internal_weight=0 459.345 124.574 internal_count=3091 2722 369 is_linear=0 shrinkage=0.000743164 Tree=501 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=207.883 87.2534 82.5375 threshold=0.099250000000000019 0.064970000000000014 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019673633231106515 -0.00040478894107659502 0.00032099701458681413 0.0002080156953427385 leaf_weight=349.35175147652626 19.892974480986595 29.94529590010643 284.02572487294674 leaf_count=2189 110 80 697 internal_value=0 -0.000155779 0.00016777 internal_weight=0 379.297 303.919 internal_count=3076 2269 807 is_linear=0 shrinkage=0.000291537 Tree=502 num_leaves=4 num_cat=0 split_feature=15 484 40 split_gain=120.998 89.7248 31.7248 threshold=0.054175000000000008 -0.0048899999999999994 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00072698749118239848 0.00082378478626104654 0.00026883798821596057 -0.00069444344472659799 leaf_weight=51.702239446341991 7.2874006181955329 400.0154018253088 128.21313758194447 leaf_count=353 15 1615 1121 internal_value=0 0.000154707 -0.000612178 internal_weight=0 451.718 135.501 internal_count=3104 1968 1136 is_linear=0 shrinkage=0.000712027 Tree=503 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=241.85 93.9669 83.6591 threshold=0.094655000000000017 -0.11550499999999998 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014409123142869343 -0.00029881690627149083 -0.00020942250953218653 0.00017429327974692453 leaf_weight=54.911797299981117 24.748108670115471 294.80098427087069 316.41961295902729 leaf_count=193 132 1995 810 internal_value=0 -0.000153886 0.000139887 internal_weight=0 349.713 341.168 internal_count=3130 2188 942 is_linear=0 shrinkage=0.000248283 Tree=504 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=218.356 69.6232 65.9516 threshold=0.10100500000000003 -0.32783999999999996 0.081135000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.4292394313771691e-05 -0.00038794304110665185 0.00023946916861474393 -0.00026689428354582874 leaf_weight=127.9584489017725 19.126426085829735 266.74462190270424 249.30163545906544 leaf_count=381 110 671 1920 internal_value=0 0.000197356 -0.000171546 internal_weight=0 285.871 377.26 internal_count=3082 781 2301 is_linear=0 shrinkage=0.000318427 Tree=505 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=121.454 79.3569 64.9477 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037513761010837956 0.00042913772362890919 -0.0003579267867099776 -0.00025477826226575267 leaf_weight=56.664701484143734 203.73786991834641 278.56191150844097 56.583466432988644 leaf_count=206 603 2108 207 internal_value=0 -0.00023393 0.000280436 internal_weight=0 335.227 260.321 internal_count=3124 2314 810 is_linear=0 shrinkage=0.000565088 Tree=506 num_leaves=4 num_cat=0 split_feature=1 15 52 split_gain=128.691 66.6354 44.1052 threshold=0.10423500000000001 0.084050000000000014 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011514097563411027 -0.0008624801645135716 -0.00088859983986575345 0.00053520562725873158 leaf_weight=249.00517602264881 15.674118623137472 102.03925111889839 211.61581619083881 leaf_count=1389 88 987 617 internal_value=0 -0.000340176 0.000438443 internal_weight=0 351.044 227.29 internal_count=3081 2376 705 is_linear=0 shrinkage=0.000806351 Tree=507 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=126.734 68.2254 50.3981 threshold=0.10384000000000002 0.083205000000000015 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043756063154245069 0.00055925156619634955 0.00035382760770033447 -0.00022814764895305893 leaf_weight=287.21829275041819 175.81538063287735 65.671221658587456 51.58835756033659 leaf_count=2165 524 244 183 internal_value=0 -0.000290221 0.000380599 internal_weight=0 352.89 227.404 internal_count=3116 2409 707 is_linear=0 shrinkage=0.000700885 Tree=508 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=120.12 77.1524 50.2381 threshold=0.081135000000000013 0.29587000000000002 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00073018949533665202 -0.00052212864690174795 0.00073149730663923398 6.7309047843982115e-05 leaf_weight=115.1250122860074 253.31985349953175 33.341976620256901 170.80804947018623 leaf_count=318 2130 80 548 internal_value=0 -0.000376089 0.000334385 internal_weight=0 286.662 285.933 internal_count=3076 2210 866 is_linear=0 shrinkage=0.000775745 Tree=509 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=216.976 74.2951 65.7565 threshold=0.10100500000000003 -0.12077499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013652771353387492 -0.00028983690210927142 -0.00018765915138622898 0.00018869846951712085 leaf_weight=55.264863044023514 20.61052742600441 328.78836268186569 271.93005876243114 leaf_count=181 110 2131 670 internal_value=0 -0.000140983 0.000154886 internal_weight=0 384.053 292.541 internal_count=3092 2312 780 is_linear=0 shrinkage=0.000258876 Tree=510 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=105.069 116.998 11.3274 threshold=1.0000000180025095e-35 -0.17030499999999998 -0.040754999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00078835687557587736 0.000743042421804206 -0.00026508302295317674 0.00016756025751695289 leaf_weight=53.471215009689331 75.42087110877037 428.75066102296114 19.523211941123009 leaf_count=159 205 2697 60 internal_value=0 -0.000148116 0.000625044 internal_weight=0 482.222 94.9441 internal_count=3121 2856 265 is_linear=0 shrinkage=0.000672141 Tree=511 num_leaves=4 num_cat=0 split_feature=4 123 48 split_gain=198.77 122.687 18.6934 threshold=0.28122000000000008 1.0000000180025095e-35 0.10656000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018197188948429309 0.00024880534231133103 0.00017506047763236283 -4.4588789863327563e-05 leaf_weight=493.18243429064751 100.51604069769382 64.709359347820282 14.791780620813368 leaf_count=2560 281 166 44 internal_value=0 -0.000140533 0.000211162 internal_weight=0 557.892 115.308 internal_count=3051 2726 325 is_linear=0 shrinkage=0.000243945 Tree=512 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=211.066 96.494 44.8011 threshold=0.078515000000000015 -0.028049999999999995 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027730091881602561 0.00017511589848492943 -0.00021583220836652269 6.8267535122719765e-05 leaf_weight=130.84878540039062 56.580709725618362 299.24176944047213 189.39613883197308 leaf_count=306 195 2065 533 internal_value=0 -0.000153631 0.000153743 internal_weight=0 355.822 320.245 internal_count=3099 2260 839 is_linear=0 shrinkage=0.000274722 Tree=513 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=234.48 101.398 82.0636 threshold=0.092385000000000009 0.053965000000000006 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022113983479226475 0.00029221515600950991 0.00028605180508968676 3.4651625572309128e-05 leaf_weight=293.09354363381863 141.91716529428959 30.230061769485474 219.71583104133606 leaf_count=1974 324 84 710 internal_value=0 -0.000173636 0.000135788 internal_weight=0 323.324 361.633 internal_count=3092 2058 1034 is_linear=0 shrinkage=0.000264054 Tree=514 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=225.176 104.728 53.0561 threshold=0.080020000000000022 0.12545500000000001 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.0670733330546487e-05 -0.00019077653267008385 0.00029916633130134445 0.00019251904496318266 leaf_weight=55.109781205654144 318.46675328910351 30.722444981336594 269.15574675798416 leaf_count=189 2182 62 654 internal_value=0 -0.000147588 0.000146078 internal_weight=0 349.189 324.266 internal_count=3087 2244 843 is_linear=0 shrinkage=0.0002538 Tree=515 num_leaves=4 num_cat=0 split_feature=1 52 4 split_gain=212.198 84.7122 77.2839 threshold=0.090515000000000012 0.26411500000000004 -0.15764999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014542770358320244 0.00015549136266237683 -0.00029272207894328895 -0.00021205376266767706 leaf_weight=43.642297118902206 336.20358516275883 28.201950661838055 260.54237858951092 leaf_count=148 957 132 1859 internal_value=0 0.000120724 -0.00016073 internal_weight=0 364.406 304.185 internal_count=3096 1089 2007 is_linear=0 shrinkage=0.000248824 Tree=516 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=234.268 76.8924 76.0609 threshold=0.10100500000000003 -0.28763999999999995 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019090637454597672 -0.00035777288991406298 0.00021195432493306679 0.00025331819714650462 leaf_weight=355.62762715667486 19.797808453440666 285.30816221237183 32.983296260237694 leaf_count=2182 107 695 94 internal_value=0 0.000174868 -0.000153141 internal_weight=0 305.106 388.611 internal_count=3078 802 2276 is_linear=0 shrinkage=0.000280216 Tree=517 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=207.045 85.8382 58.3829 threshold=0.10423500000000001 0.081135000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5306625792959529e-05 0.00025549311399041154 -0.00022263999935814616 -6.7403784142002746e-05 leaf_weight=143.03097355365753 207.30523690581322 272.89302413910627 55.745097190141678 leaf_count=413 503 1973 180 internal_value=0 -0.000130509 0.000187066 internal_weight=0 415.924 263.05 internal_count=3069 2386 683 is_linear=0 shrinkage=0.000280216 Tree=518 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=218.508 95.9148 68.0903 threshold=0.080020000000000022 0.29587000000000002 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017150776819627306 -0.00020764914941203081 0.00019449647234259378 -3.8490874526479525e-05 leaf_weight=161.13650460541248 365.68792390823364 31.355433210730553 141.47544749081135 leaf_count=441 2134 76 428 internal_value=0 -0.000175845 7.33525e-05 internal_weight=0 397.043 302.612 internal_count=3079 2210 869 is_linear=0 shrinkage=0.000220948 Tree=519 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=212.251 96.3102 55.9764 threshold=0.040165000000000006 0.36766000000000004 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023462226718036646 -0.00023229214642357592 0.00022247714412215155 1.8666298032188492e-06 leaf_weight=114.75749045610428 378.93723255395889 33.92115119099617 174.34426191449165 leaf_count=296 2208 80 525 internal_value=0 -0.000194877 9.43129e-05 internal_weight=0 412.858 289.102 internal_count=3109 2288 821 is_linear=0 shrinkage=0.000258876 Tree=520 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=240.957 112.294 76.9872 threshold=0.080020000000000022 0.13062500000000002 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013801485567186493 -0.00024104941200437364 0.00039036313964741995 0.00023978091952520862 leaf_weight=63.408360034227371 341.90035833418369 29.166978389024734 276.31364271044731 leaf_count=217 2195 58 653 internal_value=0 -0.000191316 0.000169244 internal_weight=0 371.067 339.722 internal_count=3123 2253 870 is_linear=0 shrinkage=0.000309381 Tree=521 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=112.887 86.8004 48.5933 threshold=0.080020000000000022 -0.17157499999999998 -0.0034749999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00056497986979406648 0.000443490938628505 -0.000518834708767008 -2.2901650586839355e-05 leaf_weight=140.18393318355083 56.427867136895657 251.62495201826096 136.68740383535624 leaf_count=403 211 2067 425 internal_value=0 -0.000342463 0.000274859 internal_weight=0 308.053 276.871 internal_count=3106 2278 828 is_linear=0 shrinkage=0.000701738 Tree=522 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=224.632 85.2735 63.5982 threshold=0.10384000000000002 1.0000000180025095e-35 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017302645656562345 -0.00037927545906759545 0.00020576779840659183 0.00019844882275804978 leaf_weight=374.1020335406065 13.335126459598539 44.47745606303215 257.33434793353081 leaf_count=2290 71 96 629 internal_value=0 -0.000132732 0.000169841 internal_weight=0 418.579 270.669 internal_count=3086 2386 700 is_linear=0 shrinkage=0.000258876 Tree=523 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=241.394 93.0736 65.2787 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014097335383170032 0.00022394051559055311 -0.00019935199553691772 -6.8913638219875748e-05 leaf_weight=64.091749683022499 239.21201947331429 334.76881635189056 64.770080074667931 leaf_count=215 586 2097 208 internal_value=0 -0.000144642 0.000161539 internal_weight=0 398.861 303.982 internal_count=3106 2312 794 is_linear=0 shrinkage=0.000258876 Tree=524 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=232.606 103.116 52.5172 threshold=0.080020000000000022 0.12968000000000005 0.13401500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021229095989595904 -0.00022284202125326082 0.00034870449874840122 -0.00013205221352160371 leaf_weight=284.87427841126919 325.29869202524424 29.407688826322556 43.716262936592102 leaf_count=710 2206 62 143 internal_value=0 -0.000175362 0.00016645 internal_weight=0 354.706 328.591 internal_count=3121 2268 853 is_linear=0 shrinkage=0.000292755 Tree=525 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=209.491 109.244 53.2531 threshold=0.080020000000000022 -0.028049999999999995 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021808153286057404 0.00016346592828816984 -0.00019500500431425221 2.4863326998021761e-05 leaf_weight=177.77845461666584 58.143139660358429 294.67410057038069 150.77327063679695 leaf_count=424 194 2016 431 internal_value=0 -0.000135897 0.000129452 internal_weight=0 352.817 328.552 internal_count=3065 2210 855 is_linear=0 shrinkage=0.000239162 Tree=526 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=127.433 85.3087 55.4242 threshold=0.10437000000000002 -0.11550499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053708094369782117 -0.00078676265374011715 -0.00051432877493038395 0.000611389054833204 leaf_weight=66.285459235310555 22.113761067390442 304.75549109280109 203.73884758353233 leaf_count=239 83 2174 602 internal_value=0 -0.000326392 0.000474171 internal_weight=0 371.041 225.853 internal_count=3098 2413 685 is_linear=0 shrinkage=0.000840469 Tree=527 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=122.443 69.3605 55.5253 threshold=0.10100500000000003 -0.12077499999999998 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040858441912178483 -0.00065961877287331087 -0.0004072441613370884 0.0004309309887828259 leaf_weight=53.951785206794739 22.307198025286198 287.13268656283617 225.03170482069254 leaf_count=189 118 2136 647 internal_value=0 -0.000278107 0.000332322 internal_weight=0 341.084 247.339 internal_count=3090 2325 765 is_linear=0 shrinkage=0.000660672 Tree=528 num_leaves=4 num_cat=0 split_feature=4 40 48 split_gain=125.387 106.483 21.2194 threshold=0.28122000000000008 -0.034699999999999988 0.11579500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050622439395539554 0.00071496122174482266 -0.00034861545843016789 -0.00024398489596362172 leaf_weight=83.704965956509113 100.60097619891167 383.68309864401817 12.159155890345572 leaf_count=217 288 2531 38 internal_value=0 -0.000195437 0.000611417 internal_weight=0 467.388 112.76 internal_count=3074 2748 326 is_linear=0 shrinkage=0.000687067 Tree=529 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=224.53 81.0748 64.5764 threshold=0.10100500000000003 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012430454110503222 0.00020174897440267261 -0.00017486128136720382 -7.2160548346598854e-05 leaf_weight=59.424728885293007 229.89212840795517 330.8242831453681 60.476049482822418 leaf_count=193 576 2121 196 internal_value=0 -0.000129284 0.000144695 internal_weight=0 390.249 290.368 internal_count=3086 2314 772 is_linear=0 shrinkage=0.000235965 Tree=530 num_leaves=4 num_cat=0 split_feature=1 39 3 split_gain=210.247 89.8727 58.9467 threshold=0.089825000000000002 0.0095750000000000019 -0.16935999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032219674054184558 2.2064650810146017e-05 0.00028577569646763226 -0.00020252652194282007 leaf_weight=15.009673953056334 250.80031271278858 132.19572393596172 285.13087885826826 leaf_count=33 855 296 1918 internal_value=0 0.000113145 -0.000176175 internal_weight=0 382.996 300.141 internal_count=3102 1151 1951 is_linear=0 shrinkage=0.000258876 Tree=531 num_leaves=4 num_cat=0 split_feature=4 40 48 split_gain=123.348 86.6396 14.0702 threshold=0.28122000000000008 -0.078179999999999986 0.11579500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00058536666724238345 0.00070397051198253097 -0.00029838536832599218 -8.2750001512352315e-05 leaf_weight=60.252270586788654 100.05747766047716 406.76598536968231 12.044191941618918 leaf_count=153 290 2589 36 internal_value=0 -0.000184255 0.000619447 internal_weight=0 467.018 112.102 internal_count=3068 2742 326 is_linear=0 shrinkage=0.00068834 Tree=532 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=236.219 71.5812 65.0602 threshold=0.10100500000000003 1.0000000180025095e-35 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001770054828898638 -0.00028469508230981116 0.00020378605950789871 0.00019690464585673558 leaf_weight=364.65014638751745 20.098564818501472 36.290200814604759 271.6601597070694 leaf_count=2271 109 76 667 internal_value=0 -0.000142492 0.000163632 internal_weight=0 400.94 291.759 internal_count=3123 2347 776 is_linear=0 shrinkage=0.000258876 Tree=533 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=119.038 88.3994 19.4361 threshold=0.27834500000000006 0.083325000000000024 0.11650000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014599023979080768 0.00071450557681891809 -0.00047846964287413032 -0.00026960822577894118 leaf_weight=212.79246770590544 103.80648095160723 257.35493592172861 11.394913479685782 leaf_count=668 307 2095 36 internal_value=0 -0.000195867 0.000616997 internal_weight=0 470.147 115.201 internal_count=3106 2763 343 is_linear=0 shrinkage=0.000716955 Tree=534 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=129.177 70.436 47.8245 threshold=0.040165000000000006 0.12968000000000005 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00063027235378945831 -0.00043387380780856628 0.00071805159713333858 6.9642154863304385e-05 leaf_weight=116.57483015954494 277.01017417013645 26.353318214416504 170.25552950799465 leaf_count=317 2187 64 538 internal_value=0 -0.000333578 0.000297653 internal_weight=0 303.363 286.83 internal_count=3106 2251 855 is_linear=0 shrinkage=0.000674489 Tree=535 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=118.364 85.2495 52.3091 threshold=0.083325000000000024 -0.030749999999999996 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034437647748588685 0.00060085480908768374 -0.00064125026224373953 0.00054242201515941309 leaf_weight=61.837152428925037 48.825366787612438 233.06093254685402 227.44727539271116 leaf_count=254 181 1989 658 internal_value=0 -0.000425953 0.000352801 internal_weight=0 281.886 289.284 internal_count=3082 2170 912 is_linear=0 shrinkage=0.000855444 Tree=536 num_leaves=4 num_cat=0 split_feature=4 13 151 split_gain=114.745 100.411 17.6377 threshold=0.29587000000000002 -0.23438999999999996 -0.084059999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00084784649203350159 -0.00018766120105732426 -0.00027094677991984419 0.00068743764933151721 leaf_weight=41.739373922348022 12.163394831120966 420.85726943612099 103.97718093544245 leaf_count=107 40 2642 311 internal_value=0 -0.000169819 0.000595696 internal_weight=0 462.597 116.141 internal_count=3100 2749 351 is_linear=0 shrinkage=0.000688839 Tree=537 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=184.431 86.9962 64.3639 threshold=0.080020000000000022 0.12988000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024893129926803931 -0.00019629489366593486 0.00031408675726851383 -1.5220705789508752e-06 leaf_weight=173.82076351344585 311.13677817583084 27.326840743422508 139.5920872092247 leaf_count=436 2127 59 416 internal_value=0 -0.000154998 0.00013742 internal_weight=0 338.464 313.413 internal_count=3038 2186 852 is_linear=0 shrinkage=0.000274722 Tree=538 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=109.738 71.1552 70.9338 threshold=0.088975000000000012 -0.15409499999999995 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044869741007972876 7.1354708738445889e-07 -0.00063749666716955168 0.00076647383119064012 leaf_weight=42.526666142046452 228.61321753263474 195.11549869924784 101.10256572067738 leaf_count=159 907 1728 281 internal_value=0 -0.000443 0.000235703 internal_weight=0 237.642 329.716 internal_count=3075 1887 1188 is_linear=0 shrinkage=0.000761543 Tree=539 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=229.416 95.3442 48.7685 threshold=0.080020000000000022 0.13062500000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.3344818245327716e-05 -0.00020232053274926314 0.00032693058327664087 0.00021039212695995709 leaf_weight=50.761956244707108 317.13319230824709 27.927281513810158 269.47024366259575 leaf_count=175 2174 58 668 internal_value=0 -0.000159394 0.000163817 internal_weight=0 345.06 320.232 internal_count=3075 2232 843 is_linear=0 shrinkage=0.000275056 Tree=540 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=209.574 106.455 67.0834 threshold=0.078515000000000015 0.12968000000000005 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000281027394059378 -0.00022580654281079032 0.00035683358390965324 6.754148591859326e-06 leaf_weight=174.02660425007343 328.89214407652617 30.45992049574852 146.34986372292042 leaf_count=423 2186 63 435 internal_value=0 -0.000176324 0.000155784 internal_weight=0 359.352 320.376 internal_count=3107 2249 858 is_linear=0 shrinkage=0.00029861 Tree=541 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=115.441 86.0571 19.6324 threshold=0.28122000000000008 0.048375000000000008 0.11714000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035479235842451602 0.00075070881035307977 0.00076416475031802918 -0.00030480986675521671 leaf_weight=404.6050643697381 100.04348550736904 45.921663448214531 11.788273632526396 leaf_count=2618 306 115 37 internal_value=0 -0.000240577 0.000639252 internal_weight=0 450.527 111.832 internal_count=3076 2733 343 is_linear=0 shrinkage=0.000775422 Tree=542 num_leaves=4 num_cat=0 split_feature=12 0 13 split_gain=109.813 71.1952 51.779 threshold=0.080020000000000022 -0.060024999999999995 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051721716382331986 -0.00047024920915156868 0.00031293269665660418 -3.3009237433016894e-05 leaf_weight=146.22183813154697 226.11020836234093 59.578783467411995 132.58075647801161 leaf_count=434 1927 286 422 internal_value=0 -0.000306863 0.000255656 internal_weight=0 285.689 278.803 internal_count=3069 2213 856 is_linear=0 shrinkage=0.000637768 Tree=543 num_leaves=4 num_cat=0 split_feature=40 13 1 split_gain=109.725 78.115 30.1484 threshold=-0.018084999999999997 -0.10939499999999998 0.09258000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020044784978868408 0.00050301155952263605 -0.00030683921411382541 0.00075552932118283153 leaf_weight=19.599574111402035 69.543759942054749 375.30652615427971 94.567153230309486 leaf_count=66 244 2468 260 internal_value=0 -0.00018014 0.000591376 internal_weight=0 444.85 114.167 internal_count=3038 2712 326 is_linear=0 shrinkage=0.000702324 Tree=544 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=99.9352 64.9055 45.811 threshold=0.080020000000000022 -0.030749999999999996 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058867406329952369 0.00037955224424482875 -0.00041507349174476921 4.8710974695979289e-05 leaf_weight=104.15238906443119 50.16317767649889 242.75471465289593 163.44610955566168 leaf_count=295 192 2085 529 internal_value=0 -0.000278898 0.000259029 internal_weight=0 292.918 267.598 internal_count=3101 2277 824 is_linear=0 shrinkage=0.000636461 Tree=545 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=106.378 74.3129 43.0071 threshold=0.10384000000000002 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047584998137523171 -0.00081165307386793029 -0.00043059428937762914 0.0004804341642113166 leaf_weight=60.797801271080971 15.302822321653364 288.42250039428473 203.89557770639658 leaf_count=225 86 2201 618 internal_value=0 -0.000272684 0.000389862 internal_weight=0 349.22 219.198 internal_count=3130 2426 704 is_linear=0 shrinkage=0.000745622 Tree=546 num_leaves=4 num_cat=0 split_feature=12 40 159 split_gain=175.686 77.5173 49.095 threshold=0.080020000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023762454896633073 0.0003274509814839054 -0.0001673611279346922 0.00015546493732074865 leaf_weight=21.937559455633163 21.668671622872353 322.32624229043722 287.21173125505447 leaf_count=82 45 2199 758 internal_value=0 -0.000136096 0.000127495 internal_weight=0 343.995 309.149 internal_count=3084 2244 840 is_linear=0 shrinkage=0.0002538 Tree=547 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=105.115 74.1413 70.3523 threshold=0.10113500000000002 -0.11550499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035588279136535895 -0.00065309949775944388 -0.00035629892019623763 0.00035857011898901363 leaf_weight=56.468162059783936 24.420121699571609 273.79858636856079 218.10302904993296 leaf_count=204 101 2176 698 internal_value=0 -0.000234453 0.000256449 internal_weight=0 330.267 242.523 internal_count=3179 2380 799 is_linear=0 shrinkage=0.000566319 Tree=548 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=178.987 84.2883 63.8903 threshold=0.078515000000000015 0.29587000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025272258344593955 -0.0001901620807570601 0.00025506770197636949 4.6817902073481775e-07 leaf_weight=175.61196613311768 309.02679943293333 35.710881307721138 133.23280100524426 leaf_count=443 2202 81 401 internal_value=0 -0.000143974 0.000143942 internal_weight=0 344.738 308.845 internal_count=3127 2283 844 is_linear=0 shrinkage=0.000274722 Tree=549 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=194.665 88.7172 85.5906 threshold=0.089825000000000002 0.049460000000000011 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001968808489913312 0.00015137864669559632 0.00022054768255073672 -0.00012502836553761329 leaf_weight=263.56536363065243 296.69529559463263 29.868743792176247 73.856495447456837 leaf_count=1881 875 87 275 internal_value=0 -0.000154323 9.62655e-05 internal_weight=0 293.434 370.552 internal_count=3118 1968 1150 is_linear=0 shrinkage=0.000229875 Tree=550 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=111.558 68.6258 64.3987 threshold=0.085880000000000026 -0.059114999999999994 0.26760500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00069845654399232967 0.00035591031313992737 0.00039346680484220002 -0.00063847798487746445 leaf_weight=160.41056806594133 313.55916941165924 42.069190323352814 42.840944878757 leaf_count=1510 1140 190 213 internal_value=0 -0.000471496 0.000236217 internal_weight=0 202.48 356.4 internal_count=3053 1700 1353 is_linear=0 shrinkage=0.000761569 Tree=551 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=192.071 91.859 64.9706 threshold=0.080020000000000022 0.12789000000000003 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017783805869119805 -0.00017989620388385527 0.00028204661659860474 -0.00016599620681671673 leaf_weight=281.73779146373272 310.22180765867233 30.349571600556374 40.395257249474525 leaf_count=739 2144 67 142 internal_value=0 -0.000138652 0.000134679 internal_weight=0 340.571 322.133 internal_count=3092 2211 881 is_linear=0 shrinkage=0.0002538 Tree=552 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=195.824 65.7393 65.6677 threshold=0.10100500000000003 0.062580000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019026763210176057 -0.00025758227615823789 0.00024115621196627393 0.00020945600241094791 leaf_weight=342.29656793922186 27.213422656059265 31.441538855433464 249.33895972371101 leaf_count=2190 98 87 668 internal_value=0 -0.000153912 0.000163413 internal_weight=0 373.738 276.552 internal_count=3043 2277 766 is_linear=0 shrinkage=0.000285935 Tree=553 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=210.005 89.6759 60.5656 threshold=0.093535000000000021 -0.32783999999999996 -0.097724999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.9922337119808983e-05 -0.00032956471444519784 0.00016856307040875716 -0.00020134610406415018 leaf_weight=63.121584244072437 24.030610904097557 307.12251561880112 263.27583765983582 leaf_count=268 130 826 1887 internal_value=0 0.000132317 -0.00014888 internal_weight=0 331.153 326.397 internal_count=3111 956 2155 is_linear=0 shrinkage=0.000248824 Tree=554 num_leaves=4 num_cat=0 split_feature=12 3 13 split_gain=172.212 94.5914 51.7631 threshold=0.080020000000000022 0.10812000000000001 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021250413535033106 -0.00015686909227708703 0.00052491225033745714 1.2119234976880422e-05 leaf_weight=165.24077032506466 329.37288913875818 12.464651018381117 143.13381549715996 leaf_count=421 2197 32 424 internal_value=0 -0.000131845 0.000119533 internal_weight=0 341.838 308.375 internal_count=3074 2229 845 is_linear=0 shrinkage=0.000243945 Tree=555 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=107.541 82.3538 57.2954 threshold=0.083325000000000024 -0.030749999999999996 0.082805000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036411472622824997 0.00052126600756356972 -0.00055906796062278521 -0.0010472332862174769 leaf_weight=267.9288542792201 47.214661158621311 227.34492713212967 16.868352636694908 leaf_count=832 179 2001 85 internal_value=0 -0.000373151 0.000280143 internal_weight=0 274.56 284.797 internal_count=3097 2180 917 is_linear=0 shrinkage=0.000744988 Tree=556 num_leaves=4 num_cat=0 split_feature=12 1 52 split_gain=103.929 69.9949 51.4799 threshold=0.083325000000000024 0.13062500000000002 -0.24600999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0009918469665478873 -0.00048482749671156929 0.00084024197754262078 0.00037393039882973456 leaf_weight=16.921789541840553 249.381970256567 25.404155202209949 270.48396923393011 leaf_count=68 2104 60 858 internal_value=0 -0.000362032 0.000293162 internal_weight=0 274.786 287.406 internal_count=3090 2164 926 is_linear=0 shrinkage=0.000761886 Tree=557 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=103.158 59.2538 52.4705 threshold=0.10100500000000003 0.083670000000000008 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003768372317771419 0.00055005169374188433 -0.00031025010561516904 0.00063436792700147942 leaf_weight=292.46130619943142 184.94373206794262 55.698762394487858 30.216495260596275 leaf_count=2227 577 210 96 internal_value=0 0.000350876 -0.000281958 internal_weight=0 240.642 322.678 internal_count=3110 787 2323 is_linear=0 shrinkage=0.000731679 Tree=558 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=191.198 89.0285 58.4978 threshold=0.080020000000000022 0.29587000000000002 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010687311310743052 -0.00019167628921690344 0.00022288669068688442 0.00017567324900579474 leaf_weight=57.349090725183487 306.76866009831429 37.344670429825783 264.90486633777618 leaf_count=196 2146 81 668 internal_value=0 -0.000146628 0.000125371 internal_weight=0 344.113 322.254 internal_count=3091 2227 864 is_linear=0 shrinkage=0.0002538 Tree=559 num_leaves=4 num_cat=0 split_feature=4 123 48 split_gain=106.96 84.9753 19.5128 threshold=0.29587000000000002 1.0000000180025095e-35 0.11714000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036222947521990227 0.00078967060060197106 0.00065034539765915634 -0.00029746886181351899 leaf_weight=383.17844968289137 97.135579183697701 62.548299491405487 11.999406740069388 leaf_count=2603 302 166 38 internal_value=0 -0.000220008 0.000669957 internal_weight=0 445.727 109.135 internal_count=3109 2769 340 is_linear=0 shrinkage=0.000806076 Tree=560 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=174.722 81.9308 68.3807 threshold=0.10100500000000003 -0.11550499999999998 -0.27269499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016211597584098403 -0.00033044770190018342 -0.0001736288021623313 0.0001909785998638734 leaf_weight=60.192405581474304 18.709609910845757 317.89529633522034 258.79801863431931 leaf_count=210 106 2152 667 internal_value=0 -0.000120145 0.000155705 internal_weight=0 378.088 277.508 internal_count=3135 2362 773 is_linear=0 shrinkage=0.000264054 Tree=561 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=203.551 89.2764 84.2955 threshold=0.089825000000000002 0.087170000000000011 0.049460000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002147675310151118 0.00020178341078821519 -6.7513845889269778e-05 0.00023756989377755511 leaf_weight=260.93460690230131 252.61102318018675 116.90370563417673 29.72383140027523 leaf_count=1899 637 508 84 internal_value=0 0.000116591 -0.000168436 internal_weight=0 369.515 290.658 internal_count=3128 1145 1983 is_linear=0 shrinkage=0.000254861 Tree=562 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=109.833 82.1866 21.8271 threshold=0.27150500000000005 -0.24426999999999996 0.118025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00071771776137520831 0.000619328174257897 -0.00026602649617339766 -0.00029589329507267824 leaf_weight=37.594145178794861 100.23012462258339 408.3271327316761 11.774016693234442 leaf_count=102 320 2639 37 internal_value=0 -0.000182931 0.00052292 internal_weight=0 445.921 112.004 internal_count=3098 2741 357 is_linear=0 shrinkage=0.000637512 Tree=563 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=187.836 79.9962 65.57 threshold=0.10495000000000002 0.082085000000000019 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024567259755763288 0.00022636576637148555 9.1796460955121797e-05 -0.00016263886104485008 leaf_weight=381.38127671182156 175.55038444697857 74.132979065179825 48.917737364768982 leaf_count=2178 508 250 173 internal_value=0 -0.000190742 0.000141552 internal_weight=0 455.514 224.468 internal_count=3109 2428 681 is_linear=0 shrinkage=0.000297367 Tree=564 num_leaves=4 num_cat=0 split_feature=12 3 13 split_gain=120.76 73.2892 45.9442 threshold=0.078515000000000015 0.10812000000000001 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052056160460399068 -0.00038240644343999442 0.0013824406486637522 -4.0618005398305185e-06 leaf_weight=143.63191242516041 273.44361752271652 9.7841787338256818 128.07171332091093 leaf_count=437 2235 28 409 internal_value=0 -0.000320917 0.000273372 internal_weight=0 283.228 271.704 internal_count=3109 2263 846 is_linear=0 shrinkage=0.00063697 Tree=565 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=206.164 84.9108 77.2147 threshold=0.089825000000000002 -0.32783999999999996 0.049460000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002127198360368431 -0.00032423807525189989 0.00014154582155870944 0.00021576809430506484 leaf_weight=259.13160407543182 25.913477599620819 352.70273121446371 28.854890391230583 leaf_count=1869 143 1029 83 internal_value=0 0.00010958 -0.00016972 internal_weight=0 378.616 287.986 internal_count=3124 1172 1952 is_linear=0 shrinkage=0.000248824 Tree=566 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=204.264 77.3106 54.6753 threshold=0.089825000000000002 -0.27269499999999997 -0.060024999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023477890110017434 -0.00031590878614933172 0.00015152311112298444 6.0962962989846241e-05 leaf_weight=229.35156045109034 26.427277833223343 347.83897034078836 53.704010389745235 leaf_count=1721 142 1025 227 internal_value=0 0.000118433 -0.000178666 internal_weight=0 374.266 283.056 internal_count=3115 1167 1948 is_linear=0 shrinkage=0.000263948 Tree=567 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=97.6877 77.3177 43.388 threshold=0.080020000000000022 -0.16956499999999999 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00063720973341677145 0.0004331442733127837 -0.00051327836792247226 4.4144791848422312e-05 leaf_weight=104.16676028072834 55.181744888424873 228.95245777070522 163.31026361882687 leaf_count=305 211 2016 533 internal_value=0 -0.000329375 0.000275279 internal_weight=0 284.134 267.477 internal_count=3065 2227 838 is_linear=0 shrinkage=0.00071823 Tree=568 num_leaves=4 num_cat=0 split_feature=1 159 15 split_gain=166.418 76.2403 72.3951 threshold=0.10100500000000003 -1.0000000180025095e-35 0.079530000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.142797946927341e-05 -0.00026305738646164895 0.00016278092779684666 -0.00026183080174828246 leaf_weight=238.81696900725365 25.339700922369957 252.68956354260445 124.65273729711771 leaf_count=1224 98 695 1039 internal_value=0 0.00012388 -0.000117073 internal_weight=0 278.029 363.47 internal_count=3056 793 2263 is_linear=0 shrinkage=0.000234472 Tree=569 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=206.69 81.2723 62.5739 threshold=0.10100500000000003 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018832295710655662 -0.00029811896745699775 0.00025367916348349479 0.00019593902797711526 leaf_weight=323.92278699576855 19.913689121603966 33.179353937506676 262.74505770206451 leaf_count=2201 111 93 691 internal_value=0 -0.000147189 0.000161028 internal_weight=0 357.102 282.659 internal_count=3096 2294 802 is_linear=0 shrinkage=0.000269335 Tree=570 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=215.718 88.3228 63.5379 threshold=0.078515000000000015 0.12968000000000005 0.08869500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010875339072275696 -0.00022989492425311205 0.00032709659579854876 0.00023382528416858515 leaf_weight=62.404111072421074 316.28476184606552 28.533881142735481 248.52113850414753 leaf_count=219 2190 64 620 internal_value=0 -0.000183712 0.000165054 internal_weight=0 344.819 310.925 internal_count=3093 2254 839 is_linear=0 shrinkage=0.000303684 Tree=571 num_leaves=4 num_cat=0 split_feature=1 159 0 split_gain=176.466 72.9718 67.6495 threshold=0.099470000000000017 -1.0000000180025095e-35 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015493248127225635 -0.00028308490612222761 0.00017244677843919866 0.00021350303047832533 leaf_weight=330.77143478393555 22.672757625579834 258.01084321737289 32.479487478733063 leaf_count=2180 89 702 94 internal_value=0 0.000135552 -0.000121934 internal_weight=0 280.684 363.251 internal_count=3065 791 2274 is_linear=0 shrinkage=0.000243945 Tree=572 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=201.056 72.4345 70.9101 threshold=0.10100500000000003 0.064970000000000014 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001673912299366643 -0.00033062861648326252 0.0002604152461810887 0.0001924998539706941 leaf_weight=352.26595057547092 19.257725030183792 29.840947821736336 270.69747017323971 leaf_count=2235 108 86 689 internal_value=0 -0.000133915 0.000157641 internal_weight=0 382.107 289.955 internal_count=3118 2321 797 is_linear=0 shrinkage=0.000264054 Tree=573 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=103.241 81.929 71.3898 threshold=0.077800000000000022 -0.044489999999999995 -0.032069999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007214724334270021 -0.00080654844211344311 0.00070318636345041013 0.00030552715962119505 leaf_weight=152.86335649341345 37.063990980386734 27.603127583861351 342.64021642506123 leaf_count=1505 190 95 1291 internal_value=0 -0.000503264 0.000196769 internal_weight=0 180.466 379.704 internal_count=3081 1600 1481 is_linear=0 shrinkage=0.000762191 Tree=574 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=191.849 79.8973 62.9029 threshold=0.10384000000000002 0.083325000000000024 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9562117777553327e-05 0.00026671381363262863 -0.00024113635584866177 -9.818863054303356e-05 leaf_weight=147.80342086404562 215.5777772217989 252.70381337404251 54.366136789321899 leaf_count=463 550 1931 180 internal_value=0 -0.000137565 0.000193213 internal_weight=0 400.507 269.944 internal_count=3124 2394 730 is_linear=0 shrinkage=0.000303315 Tree=575 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=189.532 88.9719 76.4067 threshold=0.10100500000000003 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019666931623229064 -0.00037081109022321331 0.00030263655110575094 0.00021399332334749434 leaf_weight=347.6929095685482 21.271736606955528 34.607380881905556 261.05165530741215 leaf_count=2238 118 96 666 internal_value=0 -0.000151395 0.000169802 internal_weight=0 382.3 282.323 internal_count=3118 2334 784 is_linear=0 shrinkage=0.000297367 Tree=576 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=201.551 82.6073 60.6438 threshold=0.092770000000000005 -0.32783999999999996 0.049460000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000217652680957883 -0.00034843121520324196 0.00017897727420856455 0.0002464733995117873 leaf_weight=282.23942466825247 26.165762826800346 317.3408550620079 24.945953086018562 leaf_count=1956 139 864 73 internal_value=0 0.000138703 -0.000179886 internal_weight=0 343.507 307.185 internal_count=3032 1003 2029 is_linear=0 shrinkage=0.00028582 Tree=577 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=115.715 72.4558 51.5975 threshold=0.081135000000000013 0.12968000000000005 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034519601103739564 -0.00046790468751380847 0.00066824814738506105 0.0003726025416429373 leaf_weight=52.405892923474312 252.68858394771814 26.141678474843502 220.63765229284763 leaf_count=198 2159 63 655 internal_value=0 -0.000361159 0.000234749 internal_weight=0 278.83 273.044 internal_count=3075 2222 853 is_linear=0 shrinkage=0.000650783 Tree=578 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=97.2658 84.3592 40.737 threshold=0.078515000000000015 -0.030749999999999996 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048217751161983165 0.00059811395306154987 -0.00054674993174694752 -0.00042092186255206535 leaf_weight=231.93060926347971 53.628675244748592 238.22801914066076 39.782138779759407 leaf_count=692 197 2054 140 internal_value=0 -0.000336232 0.000349834 internal_weight=0 291.857 271.713 internal_count=3083 2251 832 is_linear=0 shrinkage=0.00082535 Tree=579 num_leaves=4 num_cat=0 split_feature=1 40 0 split_gain=222.695 82.4469 59.1372 threshold=0.090515000000000012 -0.011859999999999997 -0.060024999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022701975852285205 0.00028144548224579154 3.2280316418976818e-05 6.0470255756781309e-05 leaf_weight=237.57661914080381 115.22892583906651 251.1328070089221 51.821555815637112 leaf_count=1789 263 848 209 internal_value=0 0.00011071 -0.000175536 internal_weight=0 366.362 289.398 internal_count=3109 1111 1998 is_linear=0 shrinkage=0.000243945 Tree=580 num_leaves=4 num_cat=0 split_feature=1 52 13 split_gain=113.036 60.0598 45.3073 threshold=0.089825000000000002 -0.32783999999999996 -0.24426999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012824905197342943 -0.00076569809700662722 0.00033445719110886682 -0.00043048138377857519 leaf_weight=7.4939597994089118 25.63372790068388 293.92781613022089 237.38294263184071 leaf_count=28 150 996 1937 internal_value=0 0.000245971 -0.000377497 internal_weight=0 319.562 244.877 internal_count=3111 1146 1965 is_linear=0 shrinkage=0.000690616 Tree=581 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=190.746 67.7201 63.8433 threshold=0.10100500000000003 0.062580000000000011 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014864049522713056 -0.00030524718493881136 0.00020328939585365525 0.00016564442774504953 leaf_weight=331.50177166610956 16.086726129055023 31.553402423858643 252.8895179182291 leaf_count=2213 95 88 664 internal_value=0 -0.000118001 0.000137366 internal_weight=0 363.055 268.976 internal_count=3060 2301 759 is_linear=0 shrinkage=0.000229875 Tree=582 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=170.361 90.378 54.3261 threshold=0.080020000000000022 0.12485500000000001 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.2775645775601063e-05 -0.00015193524526414801 0.00022643008335154489 0.00014903731257847065 leaf_weight=52.562095195055008 306.33050737529993 32.693178310990334 253.54073113203049 leaf_count=186 2196 73 659 internal_value=0 -0.000115386 0.000107496 internal_weight=0 339.024 306.103 internal_count=3114 2269 845 is_linear=0 shrinkage=0.000216616 Tree=583 num_leaves=4 num_cat=0 split_feature=4 12 151 split_gain=118.085 76.8124 15.2535 threshold=0.29587000000000002 0.083325000000000024 -0.084084999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010178790486361665 -0.00010117553660723355 -0.00046747467606348601 0.0006710495887364596 leaf_weight=200.99987563490868 13.306559383869169 236.33888819813728 96.950877144932747 leaf_count=654 43 2070 298 internal_value=0 -0.000205884 0.000577845 internal_weight=0 437.339 110.257 internal_count=3065 2724 341 is_linear=0 shrinkage=0.000677075 Tree=584 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=172.912 82.9331 56.0456 threshold=0.080020000000000022 0.10812000000000001 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017352092362173422 -0.00016183487426528118 0.00055548439308953648 -0.00014664683277101643 leaf_weight=270.35294577479362 322.0901996716857 11.068713560700415 42.295948624610901 leaf_count=711 2218 29 144 internal_value=0 -0.000137824 0.000130171 internal_weight=0 333.159 312.649 internal_count=3102 2247 855 is_linear=0 shrinkage=0.000258876 Tree=585 num_leaves=4 num_cat=0 split_feature=12 1 47 split_gain=115.059 60.9402 42.0298 threshold=0.040165000000000006 0.12545500000000001 0.077735000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046344357943542582 -0.00047209659324929222 0.00075570626267199828 -0.00029559859922866137 leaf_weight=214.84037264436483 259.18100571632385 24.64613800495863 50.225326836109161 leaf_count=643 2194 62 167 internal_value=0 -0.000365224 0.000319554 internal_weight=0 283.827 265.066 internal_count=3066 2256 810 is_linear=0 shrinkage=0.000747545 Tree=586 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=99.0353 73.5731 19.3375 threshold=0.27150500000000005 -0.18207999999999999 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00082466906955891905 0.00071699696329732105 -0.00025850898868799601 -0.0003631189803325145 leaf_weight=39.963797390460968 108.71390688419342 404.07138541340828 10.505792260169981 leaf_count=113 350 2593 33 internal_value=0 -0.000160838 0.000621564 internal_weight=0 444.035 119.22 internal_count=3089 2706 383 is_linear=0 shrinkage=0.000762496 Tree=587 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=99.9788 64.3429 58.7995 threshold=0.10100500000000003 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034511415374912231 -0.00075339473268918515 -0.00037739147204922521 0.00034870484673332297 leaf_weight=53.58330212533474 18.908588051795959 262.08522489666939 219.56023298203945 leaf_count=199 117 2121 679 internal_value=0 -0.000254671 0.000261005 internal_weight=0 315.669 238.469 internal_count=3116 2320 796 is_linear=0 shrinkage=0.000601223 Tree=588 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=175.454 95.3062 52.838 threshold=0.080020000000000022 0.12545500000000001 -0.0025749999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020854335008143408 -0.00017373816471015746 0.00026436145848680208 8.2137735247549665e-06 leaf_weight=161.72154232859612 313.90694586932659 31.127802222967148 140.86936183273792 leaf_count=414 2212 69 417 internal_value=0 -0.000134141 0.000115319 internal_weight=0 345.035 302.591 internal_count=3112 2281 831 is_linear=0 shrinkage=0.000239162 Tree=589 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=91.9783 74.6722 52.5818 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055732174916858768 0.00059010049290980475 -0.0005399325453509594 -0.00036998284371721793 leaf_weight=55.398620903491974 178.43293965607882 259.86495833843946 54.941301442682743 leaf_count=201 576 2105 205 internal_value=0 -0.000346992 0.000364007 internal_weight=0 315.264 233.374 internal_count=3087 2306 781 is_linear=0 shrinkage=0.000858695 Tree=590 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=176.309 89.2884 59.5789 threshold=0.080020000000000022 0.12988000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018496150112152026 -0.00021695972427385155 0.00024563940631139368 -4.2589347258710307e-05 leaf_weight=150.09707716107368 346.4713566377759 27.821572370827198 135.43907283246517 leaf_count=438 2206 67 422 internal_value=0 -0.000182511 7.70524e-05 internal_weight=0 374.293 285.536 internal_count=3133 2273 860 is_linear=0 shrinkage=0.000248824 Tree=591 num_leaves=4 num_cat=0 split_feature=15 484 4 split_gain=99.5408 79.161 32.7167 threshold=0.078925000000000009 -1.0000000180025095e-35 0.17888000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061175439725388121 -0.00061914756245800618 0.00022433433582554342 0.00076996404591273492 leaf_weight=52.587276481091976 114.28303028643131 368.02333177626133 7.2519076243042937 leaf_count=371 1085 1564 23 internal_value=0 0.000119666 -0.000535628 internal_weight=0 420.611 121.535 internal_count=3043 1935 1108 is_linear=0 shrinkage=0.000638023 Tree=592 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=165.438 68.5023 62.0256 threshold=0.089825000000000002 -0.007134999999999999 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010882625828739788 0.00023361460536651781 2.025568418773481e-05 -0.00019235758148372842 leaf_weight=44.802706018090248 130.22935350239277 226.55322296917439 231.40577840059996 leaf_count=157 334 812 1780 internal_value=0 9.81828e-05 -0.000143479 internal_weight=0 356.783 276.208 internal_count=3083 1146 1937 is_linear=0 shrinkage=0.000234472 Tree=593 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=174.056 86.2454 50.4766 threshold=0.080020000000000022 0.29587000000000002 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002356092455953287 -0.0001840067757594479 0.00024094800654509714 2.1470166798921164e-05 leaf_weight=168.03994058072567 298.44960999488831 37.382192254066467 141.24494035542011 leaf_count=432 2146 82 417 internal_value=0 -0.00013664 0.000137859 internal_weight=0 335.832 309.285 internal_count=3077 2228 849 is_linear=0 shrinkage=0.000264054 Tree=594 num_leaves=4 num_cat=0 split_feature=4 13 47 split_gain=100.926 84.5422 14.8365 threshold=0.28122000000000008 -0.17030499999999998 0.10589000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00074578232784084611 0.00066522589773587053 -0.00028089910349963782 -0.00014383796657695388 leaf_weight=42.169552877545357 92.316251739859581 401.867113083601 12.201662063598631 leaf_count=120 300 2644 37 internal_value=0 -0.000183233 0.000570721 internal_weight=0 444.037 104.518 internal_count=3101 2764 337 is_linear=0 shrinkage=0.000690616 Tree=595 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=191.923 73.0342 64.8115 threshold=0.10100500000000003 1.0000000180025095e-35 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016722016056282233 -0.0002850165942721865 0.00021648360845646797 0.00018517873730331452 leaf_weight=331.3691365942359 20.299026861786842 35.266104817390442 254.25069656968117 leaf_count=2242 111 74 668 internal_value=0 -0.000130257 0.000150312 internal_weight=0 366.635 274.55 internal_count=3095 2316 779 is_linear=0 shrinkage=0.0002538 Tree=596 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=182.422 78.0933 64.1599 threshold=0.10100500000000003 0.062580000000000011 -0.27269499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016377268763775627 -0.00028871459056390152 0.00025598639821450129 0.00018069729472636371 leaf_weight=352.83420357108116 20.992692351341248 32.332803875207901 260.65701173245907 leaf_count=2229 114 91 667 internal_value=0 -0.000128472 0.000145609 internal_weight=0 385.167 281.65 internal_count=3101 2320 781 is_linear=0 shrinkage=0.000258876 Tree=597 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=97.2494 78.4897 15.1968 threshold=0.28122000000000008 0.048375000000000008 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024829573817464179 0.00065982846139547955 0.00068019993702036021 -0.00012632799753026848 leaf_weight=397.7935777977109 94.719185814261436 46.520216554403305 12.755641609430311 leaf_count=2608 305 115 39 internal_value=0 -0.000150934 0.000566489 internal_weight=0 444.314 107.475 internal_count=3067 2723 344 is_linear=0 shrinkage=0.000677075 Tree=598 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=116.115 62.7276 42.6191 threshold=0.078120000000000009 0.27044500000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00061991759445956349 -0.00055839755635373758 0.0005684760894411621 -5.5726996538528592e-06 leaf_weight=140.24674959480762 241.55390165001154 35.584649965167046 134.00432120263577 leaf_count=433 2148 106 429 internal_value=0 -0.000413536 0.000314414 internal_weight=0 277.139 274.251 internal_count=3116 2254 862 is_linear=0 shrinkage=0.000793301 Tree=599 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=90.046 66.17 63.7348 threshold=0.088975000000000012 0.26411500000000004 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046937830266470857 0.00027567803968354395 -0.00084911476272857267 0.00064107087564835156 leaf_weight=201.1621937006712 290.48416222631931 23.870328947901726 24.463534198701382 leaf_count=1801 1058 130 74 internal_value=0 0.000189996 -0.000348719 internal_weight=0 314.354 225.626 internal_count=3063 1188 1875 is_linear=0 shrinkage=0.000650783 Tree=600 num_leaves=4 num_cat=0 split_feature=15 159 40 split_gain=89.3768 66.5847 43.1737 threshold=0.079530000000000017 -0.032069999999999994 -0.027374999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00068197177400026651 0.00086587440153452924 0.00027713093639169568 -0.00067036368596206351 leaf_weight=43.249137051403522 10.683172702789305 376.41084828972816 111.04625960439444 leaf_count=273 23 1650 1117 internal_value=0 0.000178133 -0.000534869 internal_weight=0 419.66 121.729 internal_count=3063 1923 1140 is_linear=0 shrinkage=0.000732888 Tree=601 num_leaves=4 num_cat=0 split_feature=150 1 160 split_gain=92.9762 85.1474 35.6222 threshold=0.082085000000000019 0.12856000000000004 -0.066494999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029507462725611493 -0.00035647241229396105 0.0005368896558323108 0.00069869879230741107 leaf_weight=350.93369379639626 17.938119575381279 70.340672507882118 99.830199562013149 leaf_count=2432 115 224 279 internal_value=0 -0.000156055 0.000537792 internal_weight=0 421.274 117.768 internal_count=3050 2656 394 is_linear=0 shrinkage=0.000690616 Tree=602 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=164.253 61.7946 54.6279 threshold=0.10100500000000003 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001360520617784592 0.00020148793897936741 -0.00017278283102304428 -7.5891814143544297e-05 leaf_weight=50.582434445619583 210.56615082919598 303.38490574806929 61.399701088666916 leaf_count=187 583 2127 212 internal_value=0 -0.000128621 0.000138861 internal_weight=0 353.967 271.966 internal_count=3109 2314 795 is_linear=0 shrinkage=0.000258876 Tree=603 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=90.0367 70.7492 59.0838 threshold=0.08869500000000001 0.053965000000000006 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047539485485761701 2.802328615834759e-05 0.00074296233167466951 0.00066397312184938821 leaf_weight=196.838234372437 218.37443567067385 24.475285388529301 96.492417216300964 leaf_count=1792 915 73 289 internal_value=0 -0.000340348 0.00022308 internal_weight=0 221.314 314.867 internal_count=3069 1865 1204 is_linear=0 shrinkage=0.000677075 Tree=604 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=92.6217 62.5132 50.8248 threshold=0.10290000000000001 -0.11550499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035915976532699628 -0.00064221590436717481 -0.00034277556079346833 0.00038571834464891266 leaf_weight=55.55023331195116 18.999429479241371 260.70892705023289 193.67529124766588 leaf_count=213 79 2130 642 internal_value=0 -0.000219399 0.000293598 internal_weight=0 316.259 212.675 internal_count=3064 2343 721 is_linear=0 shrinkage=0.000601223 Tree=605 num_leaves=4 num_cat=0 split_feature=150 15 457 split_gain=87.8877 96.9848 26.2702 threshold=0.082085000000000019 -0.24269999999999997 -0.0056599999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060099719341624291 -0.00041386989551176449 -0.00030821442689664115 0.00060556740576551114 leaf_weight=63.476325742900372 12.940267860889433 348.84791066497564 105.3231804817915 leaf_count=219 69 2441 341 internal_value=0 -0.000168118 0.000493736 internal_weight=0 412.324 118.263 internal_count=3070 2660 410 is_linear=0 shrinkage=0.000677075 Tree=606 num_leaves=4 num_cat=0 split_feature=150 15 160 split_gain=90.318 79.0556 28.7769 threshold=0.082085000000000019 -0.24269999999999997 -0.066494999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00058651486413049871 -0.00027873888705547253 -0.00031226718002627538 0.00070814015189931648 leaf_weight=61.841618843376637 18.819743506610394 346.95340534299612 99.38736616820097 leaf_count=219 122 2446 285 internal_value=0 -0.000176178 0.000550904 internal_weight=0 408.795 118.207 internal_count=3072 2665 407 is_linear=0 shrinkage=0.000732888 Tree=607 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=84.608 55.5821 33.7064 threshold=0.10437000000000002 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043171700280467807 -0.00081504817840139876 -0.00042716385100413369 0.00048857126991090519 leaf_weight=60.520470790565014 13.847329206764696 264.94581463187933 188.3914929330349 leaf_count=232 80 2151 607 internal_value=0 -0.000267361 0.000398911 internal_weight=0 325.466 202.239 internal_count=3070 2383 687 is_linear=0 shrinkage=0.000809167 Tree=608 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=151.199 84.0957 44.2418 threshold=0.083325000000000024 0.29587000000000002 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017907477179311608 -0.0001932912543588849 0.000265535844742828 -0.0001478897394502847 leaf_weight=266.16437927633524 270.17285932600498 35.385437786579132 36.926125928759575 leaf_count=766 2090 81 129 internal_value=0 -0.000140079 0.0001392 internal_weight=0 305.558 303.091 internal_count=3066 2171 895 is_linear=0 shrinkage=0.000280216 Tree=609 num_leaves=4 num_cat=0 split_feature=12 3 52 split_gain=102.239 55.6949 43.05 threshold=0.083325000000000024 0.10812000000000001 -0.24600999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00079527857650688266 -0.00039671904613696834 0.0012768482316909836 0.00035854374562378728 leaf_weight=16.971149101853371 240.81371599435806 10.181522652506827 266.14330703765154 leaf_count=68 2104 31 878 internal_value=0 -0.000328292 0.000289091 internal_weight=0 250.995 283.114 internal_count=3081 2135 946 is_linear=0 shrinkage=0.000704429 Tree=610 num_leaves=4 num_cat=0 split_feature=4 0 48 split_gain=81.3947 65.2074 17.1528 threshold=0.28122000000000008 -0.060269999999999997 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034370915912870315 0.00065803050798772392 0.00028591885132029277 -0.00025573921451525712 leaf_weight=306.64701294153929 88.64442440867424 117.32832177728415 11.984991177916525 leaf_count=2263 311 455 39 internal_value=0 -0.00016944 0.000549037 internal_weight=0 423.975 100.629 internal_count=3068 2718 350 is_linear=0 shrinkage=0.000718517 Tree=611 num_leaves=4 num_cat=0 split_feature=4 49 48 split_gain=87.0401 61.0019 21.4838 threshold=0.27150500000000005 -0.047409999999999994 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002456045751796292 0.00054546198478701725 -0.00029234067282018627 -0.00036340507228984199 leaf_weight=100.38878927379847 92.980932176113129 315.15316808968782 10.379789769649504 leaf_count=366 337 2396 34 internal_value=0 -0.00016235 0.000453896 internal_weight=0 415.542 103.361 internal_count=3133 2762 371 is_linear=0 shrinkage=0.000601223 Tree=612 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=80.7259 103.051 10.0798 threshold=-0.23438999999999996 0.0047850000000000011 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041158353059681164 -0.00033272308649383639 0.00059505110516066802 0.0012087219201518879 leaf_weight=15.746813118457792 364.28539169579744 104.96069270372391 35.470614686608315 leaf_count=58 2586 331 101 internal_value=0 -0.000125107 0.000965074 internal_weight=0 469.246 51.2174 internal_count=3076 2917 159 is_linear=0 shrinkage=0.00082535 Tree=613 num_leaves=4 num_cat=0 split_feature=12 3 1 split_gain=142.718 72.1294 55.9983 threshold=0.078515000000000015 0.10812000000000001 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014236858800232858 -0.00017693147565801636 0.00051193699026032963 0.00018631512557393116 leaf_weight=51.359105363488197 304.80842526257038 12.838112622499464 239.26570017635822 leaf_count=187 2217 32 649 internal_value=0 -0.000148919 0.000128198 internal_weight=0 317.647 290.625 internal_count=3085 2249 836 is_linear=0 shrinkage=0.00028582 Tree=614 num_leaves=4 num_cat=0 split_feature=15 484 40 split_gain=85.238 79.9586 32.9725 threshold=0.079530000000000017 -1.0000000180025095e-35 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075235801283319562 0.00091046153518142283 0.00025379855867114191 -0.00068245683942753227 leaf_weight=48.018518105149269 7.3677599132060996 357.82824455201626 107.72401956468821 leaf_count=375 16 1602 1125 internal_value=0 0.000134579 -0.000579698 internal_weight=0 405.847 115.092 internal_count=3118 1977 1141 is_linear=0 shrinkage=0.000732888 Tree=615 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=169.713 82.1641 53.4058 threshold=0.080020000000000022 0.12485500000000001 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010792475815351144 -0.00016795143684186491 0.0002509726233899373 0.00016704753460338156 leaf_weight=48.098766401410103 286.42984746396542 29.440586730837822 250.14654545485973 leaf_count=179 2168 69 684 internal_value=0 -0.000128831 0.000122678 internal_weight=0 315.87 298.245 internal_count=3100 2237 863 is_linear=0 shrinkage=0.000239162 Tree=616 num_leaves=4 num_cat=0 split_feature=150 1 51 split_gain=91.1186 87.2521 27.9671 threshold=0.081245000000000026 0.12856000000000004 -0.078689999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033563884839376223 -0.00040756884168037402 0.00053464853888244624 0.00061791311602510748 leaf_weight=331.36340955644846 14.33486248552799 65.757338404655457 105.63153871148825 leaf_count=2416 96 225 326 internal_value=0 -0.000191422 0.000495112 internal_weight=0 397.121 119.966 internal_count=3063 2641 422 is_linear=0 shrinkage=0.000690616 Tree=617 num_leaves=4 num_cat=0 split_feature=12 3 13 split_gain=89.984 76.5534 46.159 threshold=0.080020000000000022 0.10812000000000001 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051533842602534755 -0.00035961307179153669 0.00136246894815259 -2.3046929913530431e-05 leaf_weight=139.22565884888172 245.7272921204567 11.33291547000408 130.69537913799286 leaf_count=455 2205 29 433 internal_value=0 -0.000283132 0.000254752 internal_weight=0 257.06 269.921 internal_count=3122 2234 888 is_linear=0 shrinkage=0.000650783 Tree=618 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=142.272 68.0384 56.9535 threshold=0.10495000000000002 0.083325000000000024 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3814351279966797e-05 -0.00038276135027438558 -0.00020688581044863704 0.00019629964956025464 leaf_weight=146.84631508588791 13.511867292225359 223.35200542956591 219.46680366247892 leaf_count=475 79 1931 614 internal_value=0 -0.000111426 0.000162549 internal_weight=0 370.198 232.979 internal_count=3099 2406 693 is_linear=0 shrinkage=0.000274722 Tree=619 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=137.316 73.6121 43.9713 threshold=0.080020000000000022 0.15164000000000002 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023838871780579554 -0.00018827429952180544 0.00016738520060111285 2.5445960145238538e-05 leaf_weight=155.20431289076805 249.21785819530487 53.219937071204185 138.4590240046382 leaf_count=433 2066 180 424 internal_value=0 -0.00012565 0.000138037 internal_weight=0 302.438 293.663 internal_count=3103 2246 857 is_linear=0 shrinkage=0.000274722 Tree=620 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=142.745 88.6179 45.7987 threshold=0.079600000000000018 -0.030749999999999996 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020248689203016418 0.00015670982224166253 -0.00018429478355190391 8.8334155262410281e-06 leaf_weight=157.95003478229046 55.022936098277569 255.91450806707144 134.55081117153168 leaf_count=436 197 2036 410 internal_value=0 -0.000123917 0.000113443 internal_weight=0 310.937 292.501 internal_count=3079 2233 846 is_linear=0 shrinkage=0.000243945 Tree=621 num_leaves=4 num_cat=0 split_feature=1 376 47 split_gain=140.313 59.3892 51.8917 threshold=0.10437000000000002 0.048695000000000009 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018846714397786668 0.00018343583375199813 0.00022424597957220309 -0.00012707357119398516 leaf_weight=381.85214475542307 161.4661366418004 26.993964076042175 51.393439024686813 leaf_count=2317 525 64 184 internal_value=0 -0.000161164 0.000108438 internal_weight=0 408.846 212.86 internal_count=3090 2381 709 is_linear=0 shrinkage=0.000269335 Tree=622 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=152.331 77.2936 63.0182 threshold=0.10100500000000003 0.062580000000000011 0.41580500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014777352707799642 0.00016447506264846638 0.00025410922066450173 -0.00039940689494445209 leaf_weight=318.46043649315834 258.59462977200747 32.566491067409515 12.777219504117964 leaf_count=2223 755 90 54 internal_value=0 -0.00011042 0.000137772 internal_weight=0 351.027 271.372 internal_count=3122 2313 809 is_linear=0 shrinkage=0.000248824 Tree=623 num_leaves=4 num_cat=0 split_feature=12 49 52 split_gain=83.3875 57.678 35.2133 threshold=0.083325000000000024 -0.028049999999999995 -0.24600999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00082715454980825966 0.00043423787523495208 -0.00051613143096152989 0.00034903356578830396 leaf_weight=16.290977261960506 47.225780457258224 210.25867252796888 252.55214353650808 leaf_count=65 190 2017 860 internal_value=0 -0.000341709 0.000277446 internal_weight=0 257.484 268.843 internal_count=3132 2207 925 is_linear=0 shrinkage=0.000777746 Tree=624 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=85.4452 68.7534 58.9686 threshold=0.08869500000000001 0.053965000000000006 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005410315682197231 1.8366863763791192e-05 0.00069615352052321061 0.00072570628232603636 leaf_weight=184.58292604237795 215.96991746127605 27.654029496014118 89.447679921984673 leaf_count=1773 935 84 283 internal_value=0 -0.000379547 0.000225715 internal_weight=0 212.237 305.418 internal_count=3075 1857 1218 is_linear=0 shrinkage=0.000732888 Tree=625 num_leaves=4 num_cat=0 split_feature=4 13 47 split_gain=84.6775 67.2298 12.0144 threshold=0.29587000000000002 -0.18207999999999999 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00076428983778325447 0.00067872425730854688 -0.00025452747361658903 -4.5309645939305878e-05 leaf_weight=36.523218110203743 83.872361242771149 383.46189020574093 13.756634801626204 leaf_count=107 300 2660 41 internal_value=0 -0.000165748 0.000576768 internal_weight=0 419.985 97.629 internal_count=3108 2767 341 is_linear=0 shrinkage=0.000718517 Tree=626 num_leaves=4 num_cat=0 split_feature=1 39 0 split_gain=129.193 74.0129 65.8124 threshold=0.077800000000000022 0.0047850000000000011 -0.044489999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027129367714696028 1.4021426232751337e-05 0.00028845000910181543 0.00019420513597947708 leaf_weight=157.09863448888063 289.97685997188091 110.91879019141197 29.378040343523026 leaf_count=1503 1194 300 107 internal_value=0 9.0009e-05 -0.000197885 internal_weight=0 400.896 186.477 internal_count=3104 1494 1610 is_linear=0 shrinkage=0.00028582 Tree=627 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=147.416 67.0498 47.3129 threshold=0.078515000000000015 0.17888000000000001 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.9851485821063734e-05 -0.00017565257386250576 0.00012738224720275029 0.00016004653092141372 leaf_weight=50.294838458299637 262.3682964220643 51.985826551914215 241.46638533473015 leaf_count=183 2093 166 665 internal_value=0 -0.000125511 0.000115223 internal_weight=0 314.354 291.761 internal_count=3107 2259 848 is_linear=0 shrinkage=0.000243945 Tree=628 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=141.813 68.7296 47.7726 threshold=0.078515000000000015 -0.030749999999999996 0.08869500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011346545581714272 9.2595837986696124e-05 -0.00021969948784457242 0.0001411937062873388 leaf_weight=65.138104692101479 56.049396008253098 298.10577452927828 202.89443562179804 leaf_count=215 200 2062 625 internal_value=0 -0.000170261 7.92841e-05 internal_weight=0 354.155 268.033 internal_count=3102 2262 840 is_linear=0 shrinkage=0.000258876 Tree=629 num_leaves=4 num_cat=0 split_feature=159 42 1447 split_gain=74.897 69.1963 6.68398 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086059999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028333002817756644 -0.00053020889785666239 0.00024834170788468654 -0.00098067324368059853 leaf_weight=11.048223383724688 94.126866348087788 361.27435108274221 51.265948660671711 leaf_count=90 775 1816 415 internal_value=0 8.73323e-05 -0.000857765 internal_weight=0 455.401 62.3142 internal_count=3096 2591 505 is_linear=0 shrinkage=0.000809167 Tree=630 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=144.441 78.5876 52.5738 threshold=0.080020000000000022 0.29587000000000002 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016353080587245189 -0.00017919195325933043 0.0002220754196832648 -0.00015365753173153375 leaf_weight=256.53262042999268 276.06111390888691 37.007281914353371 40.463674247264862 leaf_count=712 2146 84 144 internal_value=0 -0.000131696 0.000120274 internal_weight=0 313.068 296.996 internal_count=3086 2230 856 is_linear=0 shrinkage=0.000258876 Tree=631 num_leaves=4 num_cat=0 split_feature=39 13 130 split_gain=80.3557 89.9314 23.489 threshold=0.0047850000000000011 -0.17030499999999998 0.086200000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00070018380247228941 0.00053278826733118168 -0.00027019145125666352 -0.00055859070679976713 leaf_weight=45.440776884555817 108.56496999412775 361.13388404250145 8.957479462027548 leaf_count=150 338 2569 37 internal_value=0 -0.000161575 0.000449152 internal_weight=0 406.575 117.522 internal_count=3094 2719 375 is_linear=0 shrinkage=0.000650783 Tree=632 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=170.123 74.1841 43.4143 threshold=0.080020000000000022 0.12545500000000001 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.3914539801181069e-05 -0.00020910902936663764 0.00028979555651553106 0.0002085782368000525 leaf_weight=69.998537540435791 276.02318832278252 27.79271687567234 227.28231532871723 leaf_count=240 2137 66 619 internal_value=0 -0.00016338 0.000146774 internal_weight=0 303.816 297.281 internal_count=3062 2203 859 is_linear=0 shrinkage=0.000291537 Tree=633 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=81.6228 57.5757 51.0816 threshold=0.080020000000000022 -0.026279999999999998 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00054486782862637735 0.00037197288262536508 -0.00048091939467731628 -8.7507996593394005e-05 leaf_weight=130.55142372101545 48.100457042455673 212.24681033939123 123.05061083287001 leaf_count=433 192 2044 414 internal_value=0 -0.000323251 0.000238129 internal_weight=0 260.347 253.602 internal_count=3083 2236 847 is_linear=0 shrinkage=0.000704429 Tree=634 num_leaves=4 num_cat=0 split_feature=4 150 48 split_gain=140.988 81.5828 19.2152 threshold=0.28122000000000008 1.0000000180025095e-35 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001886303009585869 0.00027381921694778766 9.8092590343571332e-05 -0.00011339659642274014 leaf_weight=408.37769801914692 88.739683263003826 96.215197928249836 11.286435544490812 leaf_count=2399 298 333 38 internal_value=0 -0.000133949 0.00023005 internal_weight=0 504.593 100.026 internal_count=3068 2732 336 is_linear=0 shrinkage=0.000280216 Tree=635 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=84.614 74.0635 10.3874 threshold=1.0000000180025095e-35 -0.23438999999999996 -0.040754999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00066288566160318738 0.0006810331418086957 -0.00026382313879777492 9.4059182367614149e-05 leaf_weight=42.062970876693726 65.655445083975792 384.22207416594028 16.696493469178677 leaf_count=140 211 2679 57 internal_value=0 -0.000172232 0.000562316 internal_weight=0 426.285 82.3519 internal_count=3087 2819 268 is_linear=0 shrinkage=0.000663799 Tree=636 num_leaves=4 num_cat=0 split_feature=15 159 40 split_gain=82.4024 68.4457 35.3589 threshold=0.076335000000000014 -0.032069999999999994 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00082591667651208691 0.00088354926024598814 0.00024332801490097242 -0.00072917986080753164 leaf_weight=38.35986140370369 8.4800217151641828 365.50147360563278 101.11313739418983 leaf_count=273 19 1681 1098 internal_value=0 0.000141567 -0.000603617 internal_weight=0 403.861 109.593 internal_count=3071 1954 1117 is_linear=0 shrinkage=0.000762496 Tree=637 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=88.4421 69.9626 57.6392 threshold=0.09258000000000001 -0.055084999999999988 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006219009253201947 -0.00093558499594973625 0.00043128984053018361 0.00038425092640065323 leaf_weight=183.90693608671427 22.649033404886723 50.52518343180418 245.17847316712141 leaf_count=1837 138 210 869 internal_value=0 -0.000394818 0.000272294 internal_weight=0 234.432 267.828 internal_count=3054 2047 1007 is_linear=0 shrinkage=0.000793301 Tree=638 num_leaves=4 num_cat=0 split_feature=4 40 47 split_gain=87.3916 67.9822 20.3425 threshold=0.28122000000000008 -0.078179999999999986 0.10589000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00056412926910912313 0.00072341176795533873 -0.00028751321715633012 -0.00030965948979500831 leaf_weight=55.765296213328838 81.199382722377777 361.27504439651966 11.132071375846861 leaf_count=156 292 2573 36 internal_value=0 -0.000173513 0.000598634 internal_weight=0 417.04 92.3315 internal_count=3057 2729 328 is_linear=0 shrinkage=0.000718517 Tree=639 num_leaves=4 num_cat=0 split_feature=4 52 48 split_gain=75.9554 69.5598 14.6466 threshold=0.27150500000000005 -0.048794999999999991 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001775745670854951 0.00064699702816409894 -0.00042220271790111968 -0.00026689584209260226 leaf_weight=177.25026962906122 85.76067815721035 228.29049326479435 10.059464350342749 leaf_count=877 320 1852 32 internal_value=0 -0.000160081 0.000550854 internal_weight=0 405.541 95.8201 internal_count=3081 2729 352 is_linear=0 shrinkage=0.000718517 Tree=640 num_leaves=4 num_cat=0 split_feature=12 4 15 split_gain=152.077 81.1581 44.2661 threshold=0.080020000000000022 0.18572000000000002 0.080895000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014724349694476287 -0.00018040967353682188 0.00017034785280404716 -0.0002719208535750026 leaf_weight=278.075559258461 262.07880214601755 48.285443916916847 16.424234837293625 leaf_count=798 2113 151 67 internal_value=0 -0.000125798 0.000123772 internal_weight=0 310.364 294.5 internal_count=3129 2264 865 is_linear=0 shrinkage=0.000248824 Tree=641 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=138.131 70.2123 60.8573 threshold=0.080020000000000022 -0.17157499999999998 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015915985566430444 9.5172191783779588e-05 -0.00021202083210393715 0.00013868816037190527 leaf_weight=53.204829260706902 54.901528850197792 284.28307732194662 208.89151974767447 leaf_count=187 207 2028 651 internal_value=0 -0.000162283 7.81837e-05 internal_weight=0 339.185 262.096 internal_count=3073 2235 838 is_linear=0 shrinkage=0.000248824 Tree=642 num_leaves=4 num_cat=0 split_feature=12 13 43 split_gain=75.2156 54.1959 44.3378 threshold=0.081135000000000013 -0.15325499999999995 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00066256106361422 0.00072962569458515742 -0.00045140585526253526 6.6943537432421339e-06 leaf_weight=95.904309660196304 24.986298009753227 226.84080043435097 159.43961022794247 leaf_count=310 81 2156 560 internal_value=0 -0.000333952 0.000253213 internal_weight=0 251.827 255.344 internal_count=3107 2237 870 is_linear=0 shrinkage=0.000762496 Tree=643 num_leaves=4 num_cat=0 split_feature=159 15 50 split_gain=81.2321 73.3601 9.86162 threshold=-1.0000000180025095e-35 0.078925000000000009 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056918274469213326 0.00022496018030841627 -0.00043547550092717891 -0.0011839801816471334 leaf_weight=44.896102115511894 358.7191785722971 93.289991289377213 15.613474830985067 leaf_count=405 1658 950 115 internal_value=0 8.8579e-05 -0.000729715 internal_weight=0 452.009 60.5096 internal_count=3128 2608 520 is_linear=0 shrinkage=0.000663799 Tree=644 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=115.261 68.7394 51.903 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015269256669585017 0.00019089137548989541 -0.00016882172719474855 -0.00010427554398791789 leaf_weight=55.365463614463806 183.20149107277393 282.70556944608688 53.628490544855595 leaf_count=199 564 2141 195 internal_value=0 -0.000116135 0.000124035 internal_weight=0 338.071 236.83 internal_count=3099 2340 759 is_linear=0 shrinkage=0.000264054 Tree=645 num_leaves=4 num_cat=0 split_feature=15 52 1 split_gain=72.9341 70.1731 31.8851 threshold=0.084050000000000014 -0.32783999999999996 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00081706640217035667 -0.00074848024163996839 0.00022284665421707121 0.00033860519963096358 leaf_weight=38.435354024171829 86.186212100088596 363.820825509727 17.349005252122879 leaf_count=308 1021 1704 47 internal_value=0 0.000123284 -0.000566152 internal_weight=0 402.256 103.535 internal_count=3080 2012 1068 is_linear=0 shrinkage=0.000732888 Tree=646 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=81.3896 62.6683 40.6628 threshold=0.080020000000000022 -0.030749999999999996 0.16703000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036072803708174094 0.00041060679732945527 -0.00048996707836831499 -0.00048683802499744939 leaf_weight=216.7360773012042 47.263502188026905 201.37750434875488 32.168865740299225 leaf_count=720 190 2028 124 internal_value=0 -0.000318672 0.000251018 internal_weight=0 248.641 248.905 internal_count=3062 2218 844 is_linear=0 shrinkage=0.000704429 Tree=647 num_leaves=4 num_cat=0 split_feature=1 484 0 split_gain=76.8656 63.5099 63.2019 threshold=1.0000000180025095e-35 -0.0048899999999999994 -0.044489999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00082266383545124351 -0.00092559021918552184 0.00032165451978744724 0.00063902159676297089 leaf_weight=121.44630211591721 34.619401447474957 319.01300863921642 27.814441338181496 leaf_count=1442 194 1334 102 internal_value=0 0.000199299 -0.000550007 internal_weight=0 353.632 149.261 internal_count=3072 1528 1544 is_linear=0 shrinkage=0.000875869 Tree=648 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=137.53 74.2731 48.1549 threshold=0.079600000000000018 0.36766000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022395715715748938 -0.00017977442953710307 0.00023697375924696201 6.7159546353095139e-06 leaf_weight=152.88105830550194 265.88951926678419 33.48419189453125 132.99819089472294 leaf_count=438 2119 78 412 internal_value=0 -0.000133091 0.000122933 internal_weight=0 299.374 285.879 internal_count=3047 2197 850 is_linear=0 shrinkage=0.000264054 Tree=649 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=135.163 68.0004 62.8665 threshold=0.09258000000000001 -0.060024999999999995 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002194042660136401 0.00017755488189343771 0.00011616985825427091 -0.00012173360739554992 leaf_weight=223.21498826891184 242.40299179404974 57.182987973093987 67.685717821121216 leaf_count=1857 771 230 255 internal_value=0 -0.00015095 0.000112206 internal_weight=0 280.398 310.089 internal_count=3113 2087 1026 is_linear=0 shrinkage=0.000274722 Tree=650 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=132.094 79.4106 73.5119 threshold=0.092385000000000009 0.053965000000000006 0.27278500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023852898147772145 0.00017374109159366279 0.00029091611343631205 -0.00029692337674012639 leaf_weight=237.82076463848352 271.62256019562483 30.50784807652235 35.864470914006233 leaf_count=1972 852 84 174 internal_value=0 -0.000178237 0.000118756 internal_weight=0 268.329 307.487 internal_count=3082 2056 1026 is_linear=0 shrinkage=0.000309381 Tree=651 num_leaves=4 num_cat=0 split_feature=4 49 151 split_gain=82.5526 62.05 6.52639 threshold=0.28122000000000008 -0.046739999999999997 -0.083939999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028296740276005427 4.7042624121431424e-05 -0.00029247589840838945 0.00057428957953220853 leaf_weight=101.19596040993929 10.826619647443293 308.77366987615824 82.747299335896969 leaf_count=367 36 2381 302 internal_value=0 -0.000150396 0.000513416 internal_weight=0 409.97 93.5739 internal_count=3086 2748 338 is_linear=0 shrinkage=0.000638023 Tree=652 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=131.5 71.2039 57.2884 threshold=0.10100500000000003 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015870625018511736 0.00019639810264040534 -0.00016145413990754291 -9.9827705139899668e-05 leaf_weight=53.124496318399906 196.12869846075773 280.97168919444084 53.448344632983208 leaf_count=195 584 2128 195 internal_value=0 -0.000110509 0.000132943 internal_weight=0 334.096 249.577 internal_count=3102 2323 779 is_linear=0 shrinkage=0.0002538 Tree=653 num_leaves=4 num_cat=0 split_feature=484 15 123 split_gain=72.9668 72.1498 16.2174 threshold=-0.0048899999999999994 0.078925000000000009 0.083935000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00090823133305037939 0.00024193039323444786 -0.00046429258429541846 0.00048278406574133262 leaf_weight=52.289677679538727 357.20845263451338 99.183388907462358 4.8560853153467169 leaf_count=462 1630 1025 15 internal_value=0 8.83773e-05 -0.000789314 internal_weight=0 456.392 57.1458 internal_count=3132 2655 477 is_linear=0 shrinkage=0.000732888 Tree=654 num_leaves=4 num_cat=0 split_feature=4 123 48 split_gain=107.469 83.3143 15.1757 threshold=0.29587000000000002 1.0000000180025095e-35 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001044430381006359 0.0002382077196177187 0.00019609742904045836 -4.9726200331533647e-05 leaf_weight=406.45976851135492 96.004547409713268 63.352580517530441 12.245957180857657 leaf_count=2590 296 163 36 internal_value=0 -6.38791e-05 0.000205617 internal_weight=0 469.812 108.251 internal_count=3085 2753 332 is_linear=0 shrinkage=0.000243945 Tree=655 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=84.0249 52.9599 44.1997 threshold=0.083325000000000024 0.10812000000000001 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003914371527006926 -0.00043003671309190981 0.0013345757033549489 -0.00052942377647726226 leaf_weight=227.88694405555725 230.33930983394384 10.224631577730177 34.850536517798901 leaf_count=788 2137 29 138 internal_value=0 -0.00035445 0.000269117 internal_weight=0 240.564 262.737 internal_count=3092 2166 926 is_linear=0 shrinkage=0.000762496 Tree=656 num_leaves=4 num_cat=0 split_feature=123 50 43 split_gain=66.4457 56.499 9.15608 threshold=1.0000000180025095e-35 0.086370000000000016 -0.040754999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7248747940459494e-05 0.00065459557417094029 -0.00070947916057118401 0.0001107045812823562 leaf_weight=355.56339833885431 63.654362052679062 60.732661083340645 17.414290942251682 leaf_count=2268 211 530 62 internal_value=0 -0.000118401 0.000538077 internal_weight=0 416.296 81.0687 internal_count=3071 2798 273 is_linear=0 shrinkage=0.000663799 Tree=657 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=75.7728 66.4994 51.5613 threshold=0.077800000000000022 -0.055084999999999988 0.26760500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00077952356227123582 0.00031946534445435876 0.00055471965578391823 -0.00064186233135274352 leaf_weight=121.99368474259973 295.89532879367471 32.058492340147495 43.499490559101105 leaf_count=1456 1253 147 227 internal_value=0 -0.000501664 0.000196083 internal_weight=0 154.052 339.395 internal_count=3083 1603 1480 is_linear=0 shrinkage=0.00082535 Tree=658 num_leaves=4 num_cat=0 split_feature=13 123 12 split_gain=71.1109 68.6577 4.11748 threshold=-0.17030499999999998 1.0000000180025095e-35 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052351155721791075 -0.0002830679544359455 0.0006315080148895743 0.0010381310258266282 leaf_weight=15.577595867216585 363.96086713671684 65.952216967940331 35.813386276364326 leaf_count=62 2619 232 113 internal_value=0 -0.000142637 0.000883617 internal_weight=0 429.913 51.391 internal_count=3026 2851 175 is_linear=0 shrinkage=0.00082535 Tree=659 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=131.402 53.2191 44.25 threshold=0.10384000000000002 0.083325000000000024 0.26430000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1023481862801252e-05 0.00018328744322187641 -0.00021287651120263965 -0.00032475409193243791 leaf_weight=138.87514591217041 211.85092286020517 208.36449195444584 14.273984074592589 leaf_count=462 653 1923 58 internal_value=0 -0.000123355 0.000151073 internal_weight=0 347.24 226.125 internal_count=3096 2385 711 is_linear=0 shrinkage=0.000280216 Tree=660 num_leaves=4 num_cat=0 split_feature=1 39 0 split_gain=74.9915 55.5722 50.4486 threshold=0.086005000000000012 0.0047850000000000011 -0.060024999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00064816743101865865 -1.5244409888827004e-05 0.00069101733937475143 0.00030002031812081411 leaf_weight=137.0666195191443 230.56684024631977 85.174770139157772 40.575771041214466 leaf_count=1538 1076 291 198 internal_value=0 0.000175455 -0.000431537 internal_weight=0 315.742 177.642 internal_count=3103 1367 1736 is_linear=0 shrinkage=0.000747545 Tree=661 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=76.4435 56.8259 45.209 threshold=0.10100500000000003 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039933191041834743 -0.00069034650193572974 -0.00040795646342552588 0.00035926511247338965 leaf_weight=45.798182606697083 19.941848605871201 235.89009905979037 184.45532950013876 leaf_count=180 87 2146 683 internal_value=0 -0.000276597 0.000256539 internal_weight=0 281.688 204.397 internal_count=3096 2326 770 is_linear=0 shrinkage=0.000663799 Tree=662 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=124.333 67.2785 42.9919 threshold=0.081135000000000013 0.12545500000000001 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021458533681055508 -0.00017411500797912644 0.00025868490693005012 9.9709317069614867e-06 leaf_weight=145.62776134163141 257.85680408030748 27.636344566941261 140.76116893440485 leaf_count=439 2129 68 442 internal_value=0 -0.000132134 0.00011406 internal_weight=0 285.493 286.389 internal_count=3078 2197 881 is_linear=0 shrinkage=0.000264054 Tree=663 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=122.057 70.0886 52.3392 threshold=0.10100500000000003 -0.11550499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016666595162376875 -0.00035538246485400225 -0.00017352817067035271 0.00017584578479788574 leaf_weight=54.882038466632366 14.831386566162108 270.99234405905008 223.06191444396973 leaf_count=201 93 2126 671 internal_value=0 -0.000116197 0.000142575 internal_weight=0 325.874 237.893 internal_count=3091 2327 764 is_linear=0 shrinkage=0.000274722 Tree=664 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=109.515 68.455 46.3736 threshold=0.023990000000000004 -0.030749999999999996 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026997580828214119 0.00015813541223487569 -0.00018293227155737358 3.3886429669607633e-05 leaf_weight=107.63431207835674 56.942028343677521 243.31060446053743 166.04035777598619 leaf_count=299 208 2051 532 internal_value=0 -0.000118215 0.000126811 internal_weight=0 300.253 273.675 internal_count=3090 2259 831 is_linear=0 shrinkage=0.000280216 Tree=665 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=76.1662 57.7131 15.8307 threshold=0.27150500000000005 0.048375000000000008 0.11904500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031814714507365021 0.00074967451006286269 0.00080091542362434147 -0.00041785717097970944 leaf_weight=354.17222751677036 88.151512466371059 37.479626342654228 9.4122070819139463 leaf_count=2610 343 105 31 internal_value=0 -0.000210859 0.00063669 internal_weight=0 391.652 97.5637 internal_count=3089 2715 374 is_linear=0 shrinkage=0.000858695 Tree=666 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=113.589 54.6704 47.9365 threshold=0.099115000000000023 -0.32783999999999996 -0.060024999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016409308685644101 -0.00027987119712162106 0.00015608672069703018 8.7878587949218487e-05 leaf_weight=249.75825645029545 20.91735715419054 232.5083157196641 63.371598839759827 leaf_count=2016 120 701 251 internal_value=0 0.000119996 -0.000113086 internal_weight=0 253.426 313.13 internal_count=3088 821 2267 is_linear=0 shrinkage=0.000258876 Tree=667 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=66.1055 57.9411 42.4473 threshold=0.078515000000000015 0.10812000000000001 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0006604090004293608 -0.00035220877941006021 0.0014288014903512081 2.6654331111557917e-05 leaf_weight=95.496342480182648 237.32192052900791 10.557256981730459 154.51396606862545 leaf_count=314 2216 30 542 internal_value=0 -0.000275744 0.000268917 internal_weight=0 247.879 250.01 internal_count=3102 2246 856 is_linear=0 shrinkage=0.000747545 Tree=668 num_leaves=4 num_cat=0 split_feature=1 376 47 split_gain=129.733 60.2402 51.2584 threshold=0.10495000000000002 0.048695000000000009 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013515082738452082 0.00020917071201289206 0.00024030059476726082 -8.086972631485307e-05 leaf_weight=333.07576286047697 170.25491347908974 29.90457671880722 50.931931093335152 leaf_count=2379 505 69 186 internal_value=0 -0.000104154 0.000142377 internal_weight=0 362.98 221.187 internal_count=3139 2448 691 is_linear=0 shrinkage=0.0002538 Tree=669 num_leaves=4 num_cat=0 split_feature=1 15 484 split_gain=71.1299 42.1114 33.8381 threshold=0.10423500000000001 0.084050000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2188206531925278e-05 -0.00054293232496227962 -0.00061047156835795197 0.00038750692772743326 leaf_weight=229.06484048068523 17.455304458737373 75.82781919464469 169.99047731608152 leaf_count=1422 76 972 609 internal_value=0 -0.000198722 0.00030059 internal_weight=0 304.893 187.446 internal_count=3079 2394 685 is_linear=0 shrinkage=0.000638023 Tree=670 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=69.5956 51.368 50.7132 threshold=0.085880000000000026 -0.10075499999999998 0.077110000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032405635185871217 -1.1041864220955382e-06 -0.00053922125274821536 0.00059301302425829728 leaf_weight=38.637008156627417 226.74819990992546 140.76660266146064 87.715531907975674 leaf_count=204 1082 1559 271 internal_value=0 -0.000353217 0.000164769 internal_weight=0 179.404 314.464 internal_count=3116 1763 1353 is_linear=0 shrinkage=0.000663799 Tree=671 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=137.844 68.8627 49.9516 threshold=0.078120000000000009 0.27044500000000005 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016766158690194162 -0.00020016325917006833 0.00020301096270158685 -0.00016295284883458802 leaf_weight=233.45218394696712 261.99812061339617 36.323469132184982 40.373261064291 leaf_count=682 2184 100 146 internal_value=0 -0.000151015 0.000118869 internal_weight=0 298.322 273.825 internal_count=3112 2284 828 is_linear=0 shrinkage=0.000274722 Tree=672 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=137.644 62.6296 61.256 threshold=0.092385000000000009 -0.32783999999999996 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012577776145419292 -0.00027023501466651612 0.00013303218716188069 -0.00018932065085656454 leaf_weight=43.788340978324413 24.819715023040771 284.71801315248013 224.99801404774189 leaf_count=163 133 891 1894 internal_value=0 0.000100611 -0.000137957 internal_weight=0 309.538 268.786 internal_count=3081 1024 2057 is_linear=0 shrinkage=0.000243945 Tree=673 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=133.547 72.1579 38.5989 threshold=0.040165000000000006 0.12545500000000001 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.9115344501289451e-05 -0.00017298271495485296 0.00028301366878767713 0.00018302959354170241 leaf_weight=47.354435741901398 267.66624949872494 28.928940817713737 230.40785808861256 leaf_count=170 2178 69 665 internal_value=0 -0.000128416 0.000136616 internal_weight=0 296.595 277.762 internal_count=3082 2247 835 is_linear=0 shrinkage=0.000274722 Tree=674 num_leaves=4 num_cat=0 split_feature=159 1 50 split_gain=67.8368 61.1902 11.8788 threshold=-1.0000000180025095e-35 0.090515000000000012 0.11768500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00060044961106815178 -0.00026582760338408304 0.00035037735638061862 -0.0013991849810264566 leaf_weight=42.828276250511408 184.32512487471104 246.47490306943655 17.149495583027601 leaf_count=390 1595 949 125 internal_value=0 8.6723e-05 -0.000831014 internal_weight=0 430.8 59.9778 internal_count=3059 2544 515 is_linear=0 shrinkage=0.000809167 Tree=675 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=117.345 71.9328 41.4278 threshold=0.080020000000000022 0.12968000000000005 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010331531618361028 -0.00017978843134399021 0.00029458947825797499 0.00016463223123447233 leaf_weight=53.968223929405212 265.49797008931637 26.434195831418037 224.04486130177975 leaf_count=193 2165 63 652 internal_value=0 -0.000136737 0.000112597 internal_weight=0 291.932 278.013 internal_count=3073 2228 845 is_linear=0 shrinkage=0.000274722 Tree=676 num_leaves=4 num_cat=0 split_feature=150 15 1 split_gain=71.2325 80.5294 26.2578 threshold=0.082085000000000019 -0.24269999999999997 0.085880000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00072970385675796747 -0.00035120234752668869 -0.00038373223413496377 0.00076760957215792351 leaf_weight=58.650634825229645 19.360289305448532 327.92719028517604 93.594474591314793 leaf_count=228 132 2475 287 internal_value=0 -0.000214642 0.000575689 internal_weight=0 386.578 112.955 internal_count=3122 2703 419 is_linear=0 shrinkage=0.000875869 Tree=677 num_leaves=4 num_cat=0 split_feature=4 151 48 split_gain=70.0241 63.1833 22.1042 threshold=0.27150500000000005 -0.016164999999999995 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028837602665200641 0.00056036418835370941 -0.00034022704970534137 -0.0004987468527762757 leaf_weight=93.074916888028383 84.500634521245956 288.90507083386183 9.5891396552324277 leaf_count=453 331 2244 33 internal_value=0 -0.000187019 0.000451961 internal_weight=0 381.98 94.0898 internal_count=3061 2697 364 is_linear=0 shrinkage=0.000663799 Tree=678 num_leaves=4 num_cat=0 split_feature=484 15 457 split_gain=59.8646 55.8728 15.0277 threshold=-0.0048899999999999994 0.043560000000000008 0.094310000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089349000359392316 0.00023436604408497979 -0.00043343152538749817 0.00058449316333803911 leaf_weight=51.049358360469341 334.75800782442093 97.844766147434711 4.4540870413184157 leaf_count=457 1583 1033 20 internal_value=0 8.32526e-05 -0.000773946 internal_weight=0 432.603 55.5034 internal_count=3093 2616 477 is_linear=0 shrinkage=0.000777746 Tree=679 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=125.703 65.7515 33.5723 threshold=0.10437000000000002 0.062580000000000011 0.28127000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014734259371968047 0.00021224300585256207 0.00024455060804278757 -0.00011321134126250626 leaf_weight=308.66323494911194 185.03417903184891 37.621920838952065 28.680990032851696 leaf_count=2320 557 114 132 internal_value=0 -0.0001047 0.00016853 internal_weight=0 346.285 213.715 internal_count=3123 2434 689 is_linear=0 shrinkage=0.000280216 Tree=680 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=123.603 67.9753 57.0794 threshold=0.085880000000000026 0.085090000000000013 0.053965000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020839438409003184 0.00016061481524774518 -6.6849216662136836e-05 0.00019254950015881403 leaf_weight=184.08176765590906 230.57046062499285 125.56592059880495 24.873928673565388 leaf_count=1680 674 662 79 internal_value=0 8.04202e-05 -0.000160589 internal_weight=0 356.136 208.956 internal_count=3095 1336 1759 is_linear=0 shrinkage=0.000248824 Tree=681 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=112.02 58.5681 54.9335 threshold=0.10100500000000003 -0.32783999999999996 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012438861665496558 -0.00028524320502612408 0.00015078253959339714 0.00020854001920199593 leaf_weight=290.54777473956347 18.215641163289547 224.42577476799488 29.964043945074081 leaf_count=2238 107 678 87 internal_value=0 0.000117933 -9.32018e-05 internal_weight=0 242.641 320.512 internal_count=3110 785 2325 is_linear=0 shrinkage=0.000234472 Tree=682 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=122.47 69.4265 68.1109 threshold=0.099470000000000017 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013672362498350605 -0.00031390498083732704 -0.00015227912567364861 0.00014520533979136397 leaf_weight=52.795901194214821 18.309631034731865 259.06908909231424 234.75790762156248 leaf_count=195 109 2063 704 internal_value=0 -0.000103322 0.000111864 internal_weight=0 311.865 253.068 internal_count=3071 2258 813 is_linear=0 shrinkage=0.000229875 Tree=683 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=63.7292 65.8305 43.4597 threshold=0.10100500000000003 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043300661045590267 0.00039601721514516582 -0.00032941860358250797 -0.00023894262137528002 leaf_weight=49.507654204964638 158.85742804408073 234.0404615662992 51.531565979123116 leaf_count=186 582 2115 204 internal_value=0 -0.00019618 0.000240449 internal_weight=0 283.548 210.389 internal_count=3087 2301 786 is_linear=0 shrinkage=0.000601223 Tree=684 num_leaves=4 num_cat=0 split_feature=15 52 40 split_gain=69.0808 59.7196 32.1901 threshold=0.078925000000000009 -0.28763999999999995 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00074935276699311497 0.00091301759993930561 0.00022970764645535748 -0.00068400019951215662 leaf_weight=38.577366732060909 7.5352403968572608 347.80757097154856 93.02828973159194 leaf_count=320 17 1622 1113 internal_value=0 0.000131768 -0.000563453 internal_weight=0 386.385 100.564 internal_count=3072 1942 1130 is_linear=0 shrinkage=0.000747545 Tree=685 num_leaves=4 num_cat=0 split_feature=4 150 48 split_gain=134.269 79.5234 13.0747 threshold=0.28122000000000008 1.0000000180025095e-35 0.11650000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013245392154518016 0.00026958716514580291 0.00013666304324096599 -1.8335402522428156e-05 leaf_weight=361.04360880702734 106.2210359275341 97.056691490113735 12.249830916523932 leaf_count=2419 316 343 36 internal_value=0 -7.54172e-05 0.000239827 internal_weight=0 458.1 118.471 internal_count=3114 2762 352 is_linear=0 shrinkage=0.000264054 Tree=686 num_leaves=4 num_cat=0 split_feature=13 39 47 split_gain=62.1718 65.8926 5.84141 threshold=-0.17030499999999998 0.0095750000000000019 0.084155000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00083489726401035332 -0.00021755700911598507 0.00043273148551894547 0.00028401535936665816 leaf_weight=41.277871824800968 344.96650052070618 94.608578413724899 11.995260775089262 leaf_count=143 2599 328 36 internal_value=0 -7.75226e-05 0.000711714 internal_weight=0 439.575 53.2731 internal_count=3106 2927 179 is_linear=0 shrinkage=0.000690616 Tree=687 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=121.957 67.9253 44.2819 threshold=0.10437000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3122158608277561e-05 0.00017641131651266107 -0.00022246778934415683 -0.00012255797477534391 leaf_weight=64.315515726804733 150.60702239722013 318.25206281989813 52.34465254843235 leaf_count=226 518 2197 192 internal_value=0 -0.000169401 9.9277e-05 internal_weight=0 382.568 202.952 internal_count=3133 2423 710 is_linear=0 shrinkage=0.000280216 Tree=688 num_leaves=4 num_cat=0 split_feature=12 0 1 split_gain=63.0001 46.7178 40.3103 threshold=0.083325000000000024 -0.060024999999999995 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032489002461060093 -0.00050689768827705782 0.0003328151783664223 0.00043254089108105305 leaf_weight=57.170525480061769 179.49269115552306 54.21723311394453 194.03305416554213 leaf_count=256 1894 284 653 internal_value=0 -0.000312031 0.000260092 internal_weight=0 233.71 251.204 internal_count=3087 2178 909 is_linear=0 shrinkage=0.000793301 Tree=689 num_leaves=4 num_cat=0 split_feature=123 13 1 split_gain=66.5199 71.3387 6.37533 threshold=1.0000000180025095e-35 -0.10462499999999998 0.093190000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052372192141782832 0.00020012979930130571 -0.0003065295802756738 0.00072583651966730809 leaf_weight=69.695188485085964 16.78630605340004 337.21776910871267 57.000606432557106 leaf_count=287 43 2545 220 internal_value=0 -0.000164221 0.000606724 internal_weight=0 406.913 73.7869 internal_count=3095 2832 263 is_linear=0 shrinkage=0.000747545 Tree=690 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=60.7496 57.4471 14.8903 threshold=-1.0000000180025095e-35 -0.25491999999999998 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054165681060471015 -0.00080158539175236899 0.00018432913024826224 -0.0014587980456531788 leaf_weight=41.836870711296797 42.953387759625912 381.36373881623149 16.066142439842224 leaf_count=378 340 2241 121 internal_value=0 8.43404e-05 -0.000798457 internal_weight=0 424.317 57.903 internal_count=3080 2581 499 is_linear=0 shrinkage=0.000809167 Tree=691 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=59.6381 52.694 27.7214 threshold=0.29587000000000002 -0.18207999999999999 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00073085531748724915 0.00070529287811074888 -0.00025303309269087933 -0.00075738746688409225 leaf_weight=36.200009748339653 76.619034849107265 353.3924535959959 8.6375551968812925 leaf_count=114 298 2597 31 internal_value=0 -0.000161429 0.000556306 internal_weight=0 389.592 85.2566 internal_count=3040 2711 329 is_linear=0 shrinkage=0.000777746 Tree=692 num_leaves=4 num_cat=0 split_feature=40 13 133 split_gain=64.727 64.3247 12.5401 threshold=-0.034699999999999988 -0.17030499999999998 0.085665000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030348942582445783 0.00073192391196689511 -0.00029872867739306721 0.00089123159452302492 leaf_weight=55.791679881513119 40.873305104672909 344.86886632815003 36.30424228310585 leaf_count=189 148 2631 127 internal_value=0 -0.00018934 0.000535978 internal_weight=0 385.742 92.0959 internal_count=3095 2779 316 is_linear=0 shrinkage=0.000777746 Tree=693 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=109.837 80.8093 60.9631 threshold=0.090515000000000012 -0.12077499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017048318316060067 -0.00030140990151133486 -0.00021873693352200818 0.00011156660112516146 leaf_weight=41.370666429400444 25.003334067761898 200.58952642977238 277.11071607470512 leaf_count=152 145 1825 957 internal_value=0 -0.00015214 7.72891e-05 internal_weight=0 241.96 302.114 internal_count=3079 1977 1102 is_linear=0 shrinkage=0.0002538 Tree=694 num_leaves=4 num_cat=0 split_feature=12 13 15 split_gain=69.5124 59.0244 36.4875 threshold=0.083325000000000024 -0.11557999999999999 0.082805000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039891351954193539 0.00073628280619239409 -0.00047754328877434106 -0.00082501330179720429 leaf_weight=232.68245506286621 31.441680043935776 202.23379036039114 17.762251421809196 leaf_count=822 114 2084 92 internal_value=0 -0.000313945 0.000311779 internal_weight=0 233.675 250.445 internal_count=3112 2198 914 is_linear=0 shrinkage=0.00082535 Tree=695 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=112.928 63.2894 39.6858 threshold=0.10423500000000001 -0.12077499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014142141041304589 0.00019262186652165518 -0.00015084507213916233 -6.9317598568917549e-05 leaf_weight=56.981444247066975 162.04673712700605 291.29922744631767 48.308086343109608 leaf_count=210 503 2193 177 internal_value=0 -0.000102998 0.000132462 internal_weight=0 348.281 210.355 internal_count=3083 2403 680 is_linear=0 shrinkage=0.0002538 Tree=696 num_leaves=4 num_cat=0 split_feature=13 39 49 split_gain=60.4646 59.1413 4.62556 threshold=-0.23438999999999996 0.0047850000000000011 0.089305000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00073783130663777354 -0.00024186947075947318 0.00033819694600880414 0.00025523670773245575 leaf_weight=37.641970299184322 339.71480721980333 90.527766957879066 10.489735618233679 leaf_count=132 2605 325 38 internal_value=0 -0.000119761 0.000633492 internal_weight=0 430.243 48.1317 internal_count=3100 2930 170 is_linear=0 shrinkage=0.000638023 Tree=697 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=93.5771 76.3104 41.5656 threshold=0.083325000000000024 -0.030749999999999996 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021027269576748817 0.00018457698339817449 -0.0002038738907611746 -1.2969974375514617e-05 leaf_weight=144.13827911764383 50.648168064653873 222.26859474927187 129.1007919460535 leaf_count=483 182 1981 419 internal_value=0 -0.000131739 0.000104832 internal_weight=0 272.917 273.239 internal_count=3065 2163 902 is_linear=0 shrinkage=0.00028582 Tree=698 num_leaves=4 num_cat=0 split_feature=15 484 39 split_gain=66.8798 63.7251 30.3053 threshold=0.082805000000000004 -0.0048899999999999994 0.088655000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00069017810229609657 -0.00066944182657887805 0.00019848539142986406 0.00079823717191780143 leaf_weight=43.230540346354246 85.27150945737958 343.52108888700604 7.1892564743757239 leaf_count=359 1072 1633 16 internal_value=0 9.89809e-05 -0.000554495 internal_weight=0 386.752 92.4608 internal_count=3080 1992 1088 is_linear=0 shrinkage=0.000690616 Tree=699 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=101.456 62.002 46.8371 threshold=0.10504000000000001 -0.11550499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001251298037351159 -0.00024051958702495107 -0.00012992972232248726 0.00015478027544920916 leaf_weight=61.259282924234867 17.22022108733654 281.02022694796324 185.12108149379492 leaf_count=235 72 2162 589 internal_value=0 -8.42546e-05 0.000121024 internal_weight=0 342.28 202.341 internal_count=3058 2397 661 is_linear=0 shrinkage=0.000229875 Tree=700 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=114.485 64.3373 48.6773 threshold=0.10100500000000003 -0.12077499999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018859712055836232 0.00023344037459270496 -0.00018484030001025072 -9.6037666654836764e-05 leaf_weight=52.574497029185295 184.53690389543772 273.18182852119207 55.848907925188541 leaf_count=189 576 2148 208 internal_value=0 -0.000124526 0.000156884 internal_weight=0 325.756 240.386 internal_count=3121 2337 784 is_linear=0 shrinkage=0.000309381 Tree=701 num_leaves=4 num_cat=0 split_feature=4 0 47 split_gain=61.563 57.7891 29.5993 threshold=0.24099500000000004 -0.060269999999999997 0.11861000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036855120929776423 0.00057105717063775212 0.00028554573413086808 -0.00085878772419330284 leaf_weight=253.76273811608553 103.47549167275429 107.3218834400177 8.6776470541954023 leaf_count=2180 413 431 31 internal_value=0 -0.000174112 0.000459679 internal_weight=0 361.085 112.153 internal_count=3055 2611 444 is_linear=0 shrinkage=0.000747545 Tree=702 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=110.573 53.5483 34.8826 threshold=0.10100500000000003 -0.32783999999999996 0.083325000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.2054084084669079e-05 -0.00031525417501811724 0.00011575223882401848 -0.00020282167852161926 leaf_weight=125.51263172179461 18.701483443379402 194.8161910250783 223.26711661368608 leaf_count=424 102 678 1884 internal_value=0 7.7856e-05 -0.000145 internal_weight=0 213.518 348.78 internal_count=3088 780 2308 is_linear=0 shrinkage=0.000243945 Tree=703 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=117.096 58.9891 36.6253 threshold=0.078515000000000015 0.12968000000000005 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016081813071739694 -0.0001796760712574232 0.00027471991728641391 -0.00013246602235565346 leaf_weight=230.72854629904032 256.67916973680258 24.481203965842724 39.009779497981071 leaf_count=708 2193 59 140 internal_value=0 -0.000140017 0.000118366 internal_weight=0 281.16 269.738 internal_count=3100 2252 848 is_linear=0 shrinkage=0.000280216 Tree=704 num_leaves=4 num_cat=0 split_feature=15 1 40 split_gain=63.3985 52.3021 29.3019 threshold=0.084050000000000014 1.0000000180025095e-35 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035502269341630054 0.00089756112504087073 0.00026582633350307128 -0.00070911394575921024 leaf_weight=102.49946048855782 6.7653620243072501 290.42328656092286 84.136231560260057 leaf_count=914 15 1132 1014 internal_value=0 0.000103814 -0.00058858 internal_weight=0 392.923 90.9016 internal_count=3075 2046 1029 is_linear=0 shrinkage=0.000747545 Tree=705 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=62.1154 57.6223 36.6432 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039454445706748898 0.00040638766961329718 -0.00036658223617360076 -0.00022717901944850304 leaf_weight=51.728858023881912 154.31199130415916 224.95856443420053 51.492372281849384 leaf_count=207 583 2126 203 internal_value=0 -0.000224182 0.000247832 internal_weight=0 276.687 205.804 internal_count=3119 2333 786 is_linear=0 shrinkage=0.000650783 Tree=706 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=124.625 68.9166 39.2302 threshold=0.080020000000000022 0.15164000000000002 -0.042829999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021826813762460196 -0.00017109506448087085 0.00012904143384612863 3.6123791542980893e-05 leaf_weight=109.19567430019379 222.68000114709139 51.76097048074007 160.54617729038 leaf_count=319 2062 189 531 internal_value=0 -0.000114458 0.000109919 internal_weight=0 274.441 269.742 internal_count=3101 2251 850 is_linear=0 shrinkage=0.000234472 Tree=707 num_leaves=4 num_cat=0 split_feature=1 39 3 split_gain=68.0842 53.2232 47.5178 threshold=0.085880000000000026 0.0047850000000000011 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045338367560990658 8.4393679922971451e-06 0.00066671664127669888 0.0011669212983543306 leaf_weight=163.98166207224131 225.1537744179368 83.458941109478474 9.3956542760133726 leaf_count=1735 1059 297 26 internal_value=0 0.000186636 -0.00036488 internal_weight=0 308.613 173.377 internal_count=3117 1356 1761 is_linear=0 shrinkage=0.000704429 Tree=708 num_leaves=4 num_cat=0 split_feature=4 49 48 split_gain=61.4576 47.3872 21.3311 threshold=0.27150500000000005 -0.047409999999999994 0.11904500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026662048862267641 0.00059832416686549528 -0.00029545283393839732 -0.00050500149463394983 leaf_weight=95.024148464202881 79.140712812542915 288.46770606935024 9.2575345486402494 leaf_count=364 328 2377 32 internal_value=0 -0.000156141 0.000482285 internal_weight=0 383.492 88.3982 internal_count=3101 2741 360 is_linear=0 shrinkage=0.000690616 Tree=709 num_leaves=4 num_cat=0 split_feature=15 52 13 split_gain=54.3057 54.2441 28.4971 threshold=0.084050000000000014 -0.32783999999999996 0.14307000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00070392286371777368 -0.00065548418233574092 0.00017555486415356099 0.00048885621474977739 leaf_weight=36.890443589538336 78.211050573736429 348.27493523433805 11.881623215973375 leaf_count=311 981 1739 77 internal_value=0 9.114e-05 -0.000504147 internal_weight=0 385.165 90.0927 internal_count=3108 2050 1058 is_linear=0 shrinkage=0.000690616 Tree=710 num_leaves=4 num_cat=0 split_feature=4 123 48 split_gain=102.288 65.6801 11.9484 threshold=0.27834500000000006 1.0000000180025095e-35 0.11579500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9265884828480063e-05 0.00023889952595770961 0.0001851974956729675 -2.5846887496748231e-05 leaf_weight=383.30748591572046 94.76340838521719 57.728463053703308 11.852251648902891 leaf_count=2576 298 163 35 internal_value=0 -6.19941e-05 0.000209472 internal_weight=0 441.036 106.616 internal_count=3072 2739 333 is_linear=0 shrinkage=0.000248824 Tree=711 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=54.2426 45.9101 25.7507 threshold=0.28122000000000008 0.048375000000000008 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024318019169974325 0.00066280238286377062 0.00064628976963330455 -0.00070280122917071427 leaf_weight=347.81561936438084 75.389022000133991 37.253284402191639 8.8915240168571454 leaf_count=2602 304 111 32 internal_value=0 -0.000156966 0.000517991 internal_weight=0 385.069 84.2805 internal_count=3049 2713 336 is_linear=0 shrinkage=0.000762496 Tree=712 num_leaves=4 num_cat=0 split_feature=13 3 0 split_gain=55.1949 54.6367 9.00974 threshold=-0.23438999999999996 -0.10075499999999998 -0.11756999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003608126182114772 0.00034715687694732264 -0.00021696882491285547 0.00096945352381502771 leaf_weight=20.16187447309494 103.58416229113936 326.51253981888294 25.407827138900757 leaf_count=81 443 2516 78 internal_value=0 -8.10502e-05 0.000701711 internal_weight=0 430.097 45.5697 internal_count=3118 2959 159 is_linear=0 shrinkage=0.000677075 Tree=713 num_leaves=4 num_cat=0 split_feature=4 457 48 split_gain=52.3405 45.9937 17.72 threshold=0.28122000000000008 0.069705000000000003 0.11579500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025244702802505671 0.00062705158883204822 0.00045259018218878175 -0.00044221199625126386 leaf_weight=324.37860894203186 71.705906108021736 58.582424126565456 9.3359465599060041 leaf_count=2518 297 229 33 internal_value=0 -0.000144495 0.000503433 internal_weight=0 382.961 81.0419 internal_count=3077 2747 330 is_linear=0 shrinkage=0.000732888 Tree=714 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=113.387 47.8068 43.9716 threshold=0.080020000000000022 0.12988000000000002 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015204037831286984 -0.00015246749478146343 0.00022651002928406831 -0.00014043113731394453 leaf_weight=223.14648929983377 244.03432448208332 22.410004869103432 37.027504190802574 leaf_count=694 2160 57 140 internal_value=0 -0.000120511 0.000110374 internal_weight=0 266.444 260.174 internal_count=3051 2217 834 is_linear=0 shrinkage=0.000248824 Tree=715 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=54.1794 51.5334 22.937 threshold=-0.0048899999999999994 -0.32783999999999996 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00081831415850203018 -0.00072072146918502548 0.00012874804216208611 0.00062410063529779131 leaf_weight=47.820478782057762 35.671561550348997 384.76109084486961 5.5675121694803229 leaf_count=463 293 2325 18 internal_value=0 5.65022e-05 -0.000666902 internal_weight=0 420.433 53.388 internal_count=3099 2618 481 is_linear=0 shrinkage=0.000677075 Tree=716 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=56.9051 52.8127 21.3893 threshold=-1.0000000180025095e-35 0.062230000000000008 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00077041100002820891 0.00018768318928463859 -0.00037538239009286031 0.00061549172751616875 leaf_weight=49.386280003935099 329.43790516629815 89.657065197825432 5.1300933435559264 leaf_count=490 1569 1040 16 internal_value=0 6.71584e-05 -0.000639001 internal_weight=0 419.095 54.5164 internal_count=3115 2609 506 is_linear=0 shrinkage=0.000650783 Tree=717 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=53.4328 56.1042 18.0175 threshold=-0.0048899999999999994 -0.25491999999999998 0.10117000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0009117995200545009 -0.00082558654982024273 0.00018646961114487435 0.00075055603248296119 leaf_weight=46.474477455019951 37.82210111990571 377.67680439352989 4.416085146367549 leaf_count=475 305 2303 13 internal_value=0 9.41464e-05 -0.000766216 internal_weight=0 415.499 50.8906 internal_count=3096 2608 488 is_linear=0 shrinkage=0.000793301 Tree=718 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=52.2385 53.6196 17.5007 threshold=-0.0048899999999999994 0.084050000000000014 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00091205450684854917 0.00019148880907219747 -0.0005186486193743975 0.0006075060640319944 leaf_weight=47.776780601590872 331.73899134248495 79.665805239230394 4.9927777945995322 leaf_count=477 1664 944 18 internal_value=0 5.38717e-05 -0.0007673 internal_weight=0 411.405 52.7696 internal_count=3103 2608 495 is_linear=0 shrinkage=0.000777746 Tree=719 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=57.9881 46.0298 14.0058 threshold=0.29587000000000002 0.048375000000000008 0.11714000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020636571211591704 0.00065221425965640318 0.00063484637161318207 -0.00031274109120860627 leaf_weight=346.57954235747457 71.259111881256104 37.07449197024107 8.6469271928071958 leaf_count=2653 296 112 29 internal_value=0 -0.000124913 0.000547501 internal_weight=0 383.654 79.906 internal_count=3090 2765 325 is_linear=0 shrinkage=0.000718517 Tree=720 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=56.3048 56.1207 7.94985 threshold=-0.23438999999999996 0.0047850000000000011 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027915504488123459 -0.00029232454676770474 0.00039899111782406085 0.00097968873888473274 leaf_weight=14.32925997674465 327.80776452645659 90.566696763038635 31.689142778515816 leaf_count=63 2596 343 102 internal_value=0 -0.000142607 0.000762763 internal_weight=0 418.374 46.0184 internal_count=3104 2939 165 is_linear=0 shrinkage=0.000777746 Tree=721 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=106.448 63.6183 43.0177 threshold=0.081135000000000013 -0.24404999999999996 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011520001892458248 0.00017335917261888397 -0.00022320789093206904 0.00019765693797684378 leaf_weight=57.440179981291294 51.350847616791725 226.18408317118883 218.41987992078066 leaf_count=219 198 2054 667 internal_value=0 -0.000149793 0.000132493 internal_weight=0 277.535 275.86 internal_count=3138 2252 886 is_linear=0 shrinkage=0.00032188 Tree=722 num_leaves=4 num_cat=0 split_feature=1 150 2 split_gain=50.9912 46.3665 5.90034 threshold=0.12988000000000002 0.075065000000000007 0.14940500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024566259710536044 0.00036251320164905278 0.00030549506092089368 0.00078126123986929196 leaf_weight=306.18615671619773 40.944349072873592 90.586752481758595 25.047225028276443 leaf_count=2467 169 379 83 internal_value=0 -0.000119778 0.000522504 internal_weight=0 396.773 65.9916 internal_count=3098 2846 252 is_linear=0 shrinkage=0.000677075 Tree=723 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=54.5951 58.6188 3.52428 threshold=-0.17030499999999998 0.0047850000000000011 -0.11756999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045394799539085477 -0.00024149134462643287 0.00038590519088158525 0.00082956465514535135 leaf_weight=21.862354576587677 319.06214915588498 91.250703886151314 27.642166078090668 leaf_count=90 2563 339 92 internal_value=0 -0.000101896 0.000665082 internal_weight=0 410.313 49.5045 internal_count=3084 2902 182 is_linear=0 shrinkage=0.000690616 Tree=724 num_leaves=4 num_cat=0 split_feature=1 0 40 split_gain=93.26 71.3957 57.1696 threshold=0.089825000000000002 0.062580000000000011 -0.012844999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019516851999727984 0.00028152402116337689 0.00028251586743796098 1.5691612303589687e-05 leaf_weight=206.61345812678337 84.941993847489357 26.560054339468479 216.45948022603989 leaf_count=1872 256 71 875 internal_value=0 -0.000140648 9.06861e-05 internal_weight=0 233.174 301.401 internal_count=3074 1943 1131 is_linear=0 shrinkage=0.000274722 Tree=725 num_leaves=4 num_cat=0 split_feature=150 1 51 split_gain=55.5627 54.1234 28.8174 threshold=0.082085000000000019 0.12856000000000004 -0.078689999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022899862935159279 -0.0004344506970475943 0.00046258103129972485 0.00053290319749199296 leaf_weight=300.27975462377071 14.417228817939757 54.301804281771183 92.299457132816315 leaf_count=2452 101 219 309 internal_value=0 -0.000122975 0.000401897 internal_weight=0 354.582 106.717 internal_count=3081 2671 410 is_linear=0 shrinkage=0.000638023 Tree=726 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=65.6366 45.5707 32.174 threshold=0.083350000000000021 -0.17157499999999998 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031994383559342252 0.00032696283781097834 -0.00049719582174412866 -0.00043944086022500324 leaf_weight=208.33917390927672 43.323241882026196 171.32137800380588 33.322661951184273 leaf_count=783 200 1980 136 internal_value=0 -0.000330766 0.000215078 internal_weight=0 214.645 241.662 internal_count=3099 2180 919 is_linear=0 shrinkage=0.000718517 Tree=727 num_leaves=4 num_cat=0 split_feature=0 1 16 split_gain=57.839 70.3721 67.8292 threshold=-0.060269999999999997 1.0000000180025095e-35 0.26746000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060943085054123878 0.00059105604877547548 3.5870512401326271e-05 -0.00044097440160250002 leaf_weight=104.92135806009173 105.43351167440414 224.63271152228117 36.138105850666761 leaf_count=1447 375 1150 208 internal_value=0 -0.000169714 0.000327476 internal_weight=0 329.554 141.572 internal_count=3180 2597 583 is_linear=0 shrinkage=0.000650783 Tree=728 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=55.6875 51.6375 34.7901 threshold=0.10384000000000002 -0.11727499999999999 -0.25491999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048011987668776962 -0.0009874822906684145 -0.00049608262297562206 0.00046678221538697508 leaf_weight=53.778710819780827 14.219101414084433 219.15172586962581 157.38238582760096 leaf_count=221 90 2160 604 internal_value=0 -0.000303612 0.000345715 internal_weight=0 272.93 171.601 internal_count=3075 2381 694 is_linear=0 shrinkage=0.000893386 Tree=729 num_leaves=4 num_cat=0 split_feature=12 3 1 split_gain=91.734 50.0661 32.5691 threshold=0.040165000000000006 -0.10175499999999998 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.8276285657149595e-05 6.9893637928398924e-05 -0.00019151258878356023 0.00016980527960392227 leaf_weight=55.850809492170811 77.992292404174805 189.5038725733757 193.05720810592175 leaf_count=204 351 1881 619 internal_value=0 -0.000115299 0.000116377 internal_weight=0 267.496 248.908 internal_count=3055 2232 823 is_linear=0 shrinkage=0.000274722 Tree=730 num_leaves=4 num_cat=0 split_feature=1 47 4 split_gain=95.6664 59.042 58.4048 threshold=0.077800000000000022 0.086425000000000016 -0.15464999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017018427974588375 0.0001056981348997018 -0.00013923428111729246 -0.00021376117711561753 leaf_weight=25.705256000161171 295.86011677235365 66.109184615314007 139.9790662266314 leaf_count=86 1191 294 1521 internal_value=0 6.09351e-05 -0.000154119 internal_weight=0 361.969 165.684 internal_count=3092 1485 1607 is_linear=0 shrinkage=0.000234472 Tree=731 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=92.8883 61.4923 43.5714 threshold=0.10384000000000002 -0.11550499999999998 0.25968500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001543669261056078 0.0001821013386581134 -0.00016459808957789061 -0.00021338617096476104 leaf_weight=57.850549072027206 180.95966816693544 262.17500979825854 24.78387863188982 leaf_count=221 579 2156 129 internal_value=0 -0.000106905 0.000134371 internal_weight=0 320.026 205.744 internal_count=3085 2377 708 is_linear=0 shrinkage=0.000280216 Tree=732 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=82.6665 46.8234 45.8288 threshold=0.10384000000000002 0.062580000000000011 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011464325571711517 0.0001962865898211412 0.00020064056077304763 -9.0136818315408442e-05 leaf_weight=282.65312733873725 161.14374080300331 35.431916765868664 48.684025764465332 leaf_count=2262 540 111 187 internal_value=0 -7.94651e-05 0.000129818 internal_weight=0 318.085 209.828 internal_count=3100 2373 727 is_linear=0 shrinkage=0.000258876 Tree=733 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=94.1006 88.5741 48.9987 threshold=0.10100500000000003 -0.12077499999999998 -0.25491999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001865756838242363 -0.00027920307345020035 -0.00015922520135758171 0.00014939628707998654 leaf_weight=56.004265852272511 17.835512183606625 251.08064791187644 208.00480844825506 leaf_count=198 110 2100 669 internal_value=0 -9.61151e-05 0.000115427 internal_weight=0 307.085 225.84 internal_count=3077 2298 779 is_linear=0 shrinkage=0.000248824 Tree=734 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=89.2812 62.9982 19.7055 threshold=0.27150500000000005 0.083325000000000024 0.12011000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9001125688663262e-05 0.00023466782484195229 -0.00016695492347693387 -0.00015987762857344641 leaf_weight=194.3352128714323 97.807589180767536 221.47769974544644 9.6231568008661252 leaf_count=653 348 2087 31 internal_value=0 -7.07143e-05 0.000199197 internal_weight=0 415.813 107.431 internal_count=3119 2740 379 is_linear=0 shrinkage=0.000264054 Tree=735 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=98.596 67.1587 54.9034 threshold=0.088975000000000012 0.053965000000000006 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019791747552258402 -0.00030490151705589425 0.00025319205904675502 0.00012315440087128023 leaf_weight=197.9260343760252 23.413334727287292 27.134574756026268 286.56941193342209 leaf_count=1818 146 81 1048 internal_value=0 -0.00014343 9.07245e-05 internal_weight=0 225.061 309.983 internal_count=3093 1899 1194 is_linear=0 shrinkage=0.000269335 Tree=736 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=60.7945 46.1262 31.698 threshold=0.081135000000000013 -0.030749999999999996 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028918259021642849 0.00030469483916829556 -0.00038872421608500217 -0.00033056628402774411 leaf_weight=206.746745839715 45.223998799920082 176.87366010993719 36.418608754873276 leaf_count=743 193 2012 147 internal_value=0 -0.000247446 0.000196254 internal_weight=0 222.098 243.165 internal_count=3095 2205 890 is_linear=0 shrinkage=0.000613248 Tree=737 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=92.7649 51.3643 45.0307 threshold=0.10290000000000001 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010891118431544793 0.0001510075835423753 -0.00011540775444280405 -7.8124215455627311e-05 leaf_weight=53.319691531360149 168.65447998046875 257.83310126885772 47.610084310173988 leaf_count=208 560 2123 179 internal_value=0 -7.69427e-05 0.00010055 internal_weight=0 311.153 216.265 internal_count=3070 2331 739 is_linear=0 shrinkage=0.000208205 Tree=738 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=50.6678 46.85 32.8846 threshold=0.10384000000000002 0.062580000000000011 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035195187656066339 0.00052831992811178282 0.00064284621067578691 -0.00026809543030231086 leaf_weight=248.04399406537414 131.81484527140856 35.31680403649807 45.628537900745869 leaf_count=2242 520 116 187 internal_value=0 -0.00022776 0.000323486 internal_weight=0 283.361 177.443 internal_count=3065 2358 707 is_linear=0 shrinkage=0.000809167 Tree=739 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=58.3601 57.7822 29.6697 threshold=0.023990000000000004 -0.15336499999999997 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00073629389856622236 0.0004708475562520488 -0.00058071502456305904 6.0629507574689749e-05 leaf_weight=80.139865130186081 54.23841655254364 179.37465134635568 146.74294037371874 leaf_count=286 256 2048 541 internal_value=0 -0.000336463 0.000299534 internal_weight=0 233.613 226.883 internal_count=3131 2304 827 is_linear=0 shrinkage=0.000893386 Tree=740 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=86.7547 65.38 48.9807 threshold=0.099470000000000017 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016258183237382711 0.00018575694174098744 -0.00016643026874972662 -0.00010527533103443241 leaf_weight=53.683893576264381 174.80397452414036 236.33339470624924 55.103154540061951 leaf_count=205 596 2071 214 internal_value=0 -0.000105489 0.000115986 internal_weight=0 290.017 229.907 internal_count=3086 2276 810 is_linear=0 shrinkage=0.000269335 Tree=741 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=53.5058 50.6823 4.16426 threshold=-0.23438999999999996 0.0047850000000000011 -0.11169999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058885245547966837 -0.00028089237242732773 0.00045145750263617243 0.0011242481466304374 leaf_weight=21.086828023195267 330.58893736451864 88.171658121049404 22.778691574931145 leaf_count=87 2613 337 74 internal_value=0 -0.000126614 0.00086903 internal_weight=0 418.761 43.8655 internal_count=3111 2950 161 is_linear=0 shrinkage=0.000858695 Tree=742 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=60.9357 60.0337 36.9223 threshold=0.10437000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039691066743292766 0.00046544714803482693 -0.00035015268208656226 -0.00021468210554809452 leaf_weight=56.801985636353493 128.63096182793379 228.39051611348987 45.766485534608364 leaf_count=234 509 2188 187 internal_value=0 -0.000201262 0.00028694 internal_weight=0 285.193 174.397 internal_count=3118 2422 696 is_linear=0 shrinkage=0.000650783 Tree=743 num_leaves=4 num_cat=0 split_feature=4 13 49 split_gain=78.8966 63.8868 13.2619 threshold=0.27150500000000005 -0.18207999999999999 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023719410571644475 0.0002189557117437121 -8.6460708189990777e-05 -2.8744090421830344e-06 leaf_weight=39.942821852862835 87.18365041911602 386.78127898648381 19.644075967371464 leaf_count=115 299 2622 73 internal_value=0 -5.61112e-05 0.000178204 internal_weight=0 426.724 106.828 internal_count=3109 2737 372 is_linear=0 shrinkage=0.000243945 Tree=744 num_leaves=4 num_cat=0 split_feature=1 39 0 split_gain=101.751 57.9407 50.2293 threshold=0.085880000000000026 0.0095750000000000019 -0.044489999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025474233576867233 9.6122463392106339e-06 0.00027683041641505136 0.0001253137560158018 leaf_weight=156.75871647521853 243.2945224121213 101.65871802717447 38.174645267426968 leaf_count=1594 1060 307 141 internal_value=0 8.84265e-05 -0.000180285 internal_weight=0 344.953 194.933 internal_count=3102 1367 1735 is_linear=0 shrinkage=0.000297367 Tree=745 num_leaves=4 num_cat=0 split_feature=15 484 40 split_gain=57.2208 49.7051 26.6838 threshold=0.079530000000000017 -1.0000000180025095e-35 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00067990829511519987 0.00079630005515050764 0.00018026014628930436 -0.00069819072844038604 leaf_weight=40.677548885345459 6.8778390288352957 312.71608611568809 80.784981317818165 leaf_count=364 16 1551 1092 internal_value=0 8.1066e-05 -0.00058007 internal_weight=0 353.394 87.6628 internal_count=3023 1915 1108 is_linear=0 shrinkage=0.000732888 Tree=746 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=83.2976 57.1066 54.5609 threshold=0.10100500000000003 -0.32783999999999996 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017956866980611163 -0.00039940025720299578 0.00017674997126593072 -0.00016441947019540091 leaf_weight=48.789456650614738 16.32672718167305 204.93392641097307 245.60672099515796 leaf_count=186 106 679 2122 internal_value=0 0.000134056 -0.000107365 internal_weight=0 221.261 294.396 internal_count=3093 785 2308 is_linear=0 shrinkage=0.000297367 Tree=747 num_leaves=4 num_cat=0 split_feature=150 1 1374 split_gain=58.4118 61.1994 26.1146 threshold=0.082085000000000019 0.12829500000000002 0.072495000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023859451015590625 0.00058222690256865516 0.00053529306675878594 -0.00060916911453639166 leaf_weight=303.70007651299238 94.608805954456329 57.941670149564743 9.5802177861332876 leaf_count=2482 341 224 60 internal_value=0 -0.000114476 0.000472141 internal_weight=0 361.642 104.189 internal_count=3107 2706 401 is_linear=0 shrinkage=0.000690616 Tree=748 num_leaves=4 num_cat=0 split_feature=123 50 1 split_gain=55.0044 51.748 15.5541 threshold=1.0000000180025095e-35 0.086370000000000016 0.077800000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0198275155631156e-06 -0.00021182622488958271 -0.00086811468804824979 0.00083975273701481033 leaf_weight=325.27863186597824 11.402622640132902 54.817623604089022 58.604947537183762 leaf_count=2255 34 545 232 internal_value=0 -0.000127147 0.00066841 internal_weight=0 380.096 70.0076 internal_count=3066 2800 266 is_linear=0 shrinkage=0.00082535 Tree=749 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=52.0155 50.1932 12.5314 threshold=-1.0000000180025095e-35 -0.25491999999999998 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054905438985610204 -0.00080584069709752147 0.00018418355084109256 -0.0014654559702682744 leaf_weight=37.739372454583645 42.004158917814493 365.02027270570397 15.578150417655705 leaf_count=391 363 2266 121 internal_value=0 8.18214e-05 -0.000819316 internal_weight=0 407.024 53.3175 internal_count=3141 2629 512 is_linear=0 shrinkage=0.000858695 Tree=750 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=93.7639 53.7616 38.6759 threshold=0.10437000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013824714538063007 0.00020453423482916233 -0.00014672136577918764 -7.1986195094371618e-05 leaf_weight=58.545960731804371 153.82917251437902 265.19144893810153 48.110981173813343 leaf_count=227 520 2201 181 internal_value=0 -9.51565e-05 0.000138652 internal_weight=0 323.737 201.94 internal_count=3129 2428 701 is_linear=0 shrinkage=0.000269335 Tree=751 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=56.8215 56.6105 44.1523 threshold=0.086100000000000024 -0.10075499999999998 0.081320000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043411390402761147 0.00033930297942192555 -0.00059489487861402724 -0.00033858356575397155 leaf_weight=37.131118018180132 221.48405063524842 125.58293406292796 67.177076991647482 leaf_count=202 1020 1560 310 internal_value=0 -0.000359939 0.000181475 internal_weight=0 162.714 288.661 internal_count=3092 1762 1330 is_linear=0 shrinkage=0.000732888 Tree=752 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=101.378 68.5798 31.1805 threshold=0.080020000000000022 0.12988000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019942407121309875 -0.00016662894749592671 0.00029152938447358991 1.8285267249519324e-05 leaf_weight=133.01159745454788 236.15633675828576 25.108317539095879 131.96768630295992 leaf_count=447 2149 64 425 internal_value=0 -0.000122493 0.000109257 internal_weight=0 261.265 264.979 internal_count=3085 2213 872 is_linear=0 shrinkage=0.000264054 Tree=753 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=86.0557 60.1058 49.8316 threshold=0.089625000000000024 -0.12077499999999998 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015533881002704716 -0.00027343118573432433 -0.00020183745972933174 0.0001073258542684499 leaf_weight=38.085039578378201 25.118635393679142 182.57565522566438 265.19200831651688 leaf_count=147 152 1781 1005 internal_value=0 -0.000140143 7.42888e-05 internal_weight=0 220.661 290.311 internal_count=3085 1928 1157 is_linear=0 shrinkage=0.000258876 Tree=754 num_leaves=4 num_cat=0 split_feature=15 52 4 split_gain=58.9344 45.4538 19.5045 threshold=0.082805000000000004 -0.42985499999999993 0.18572000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00072654579615662033 -0.00061256315673315867 0.00018238778127637278 0.00073998339382445172 leaf_weight=28.368634201586246 79.874014023691416 333.85234773531556 5.3377750143408766 leaf_count=274 1081 1688 19 internal_value=0 0.000110999 -0.000526978 internal_weight=0 362.221 85.2118 internal_count=3062 1962 1100 is_linear=0 shrinkage=0.000690616 Tree=755 num_leaves=4 num_cat=0 split_feature=15 52 3 split_gain=46.8305 53.7596 25.7413 threshold=0.079530000000000017 -0.32783999999999996 0.17769000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00076121458277502818 -0.00054573446003680951 0.00018834280878839355 0.0015468483501673565 leaf_weight=32.429218336939812 84.074436519294977 325.84674786776304 2.9159072190523139 leaf_count=307 1098 1633 8 internal_value=0 0.000102183 -0.000473693 internal_weight=0 358.276 86.9903 internal_count=3046 1940 1106 is_linear=0 shrinkage=0.000704429 Tree=756 num_leaves=4 num_cat=0 split_feature=484 15 123 split_gain=50.2304 45.4397 18.3248 threshold=-0.0048899999999999994 -0.24269999999999997 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00086695692829784603 0.00072803656344903932 -1.7473062567173302e-06 0.00069197381953911704 leaf_weight=41.483720302581787 52.431960433721542 358.48433411493897 4.4039038568735114 leaf_count=439 235 2413 14 internal_value=0 9.15444e-05 -0.000716024 internal_weight=0 410.916 45.8876 internal_count=3101 2648 453 is_linear=0 shrinkage=0.000732888 Tree=757 num_leaves=4 num_cat=0 split_feature=15 47 40 split_gain=60.0613 43.2288 32.6902 threshold=0.084050000000000014 0.077735000000000012 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002270322988726523 0.00091190543867013057 -0.00037965559011914562 -0.00075745159288800521 leaf_weight=280.27706423774362 6.805296652019023 81.288989923894405 72.532815329730511 leaf_count=1594 16 443 1038 internal_value=0 9.05586e-05 -0.000613178 internal_weight=0 361.566 79.3381 internal_count=3091 2037 1054 is_linear=0 shrinkage=0.000732888 Tree=758 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=83.1247 62.1874 37.2923 threshold=0.10495000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013854975858373475 0.00018265662324032044 -0.00012673068542442368 -5.8491168461575499e-05 leaf_weight=62.733025550842285 147.34818304330111 258.36365253850818 48.765360362827778 leaf_count=237 504 2178 184 internal_value=0 -7.48723e-05 0.000122694 internal_weight=0 321.097 196.114 internal_count=3103 2415 688 is_linear=0 shrinkage=0.000239162 Tree=759 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=89.7185 45.375 35.0198 threshold=0.083325000000000024 -0.030749999999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013106465227281062 0.00011764824619160601 -0.00016698133763246497 0.0001359999717511324 leaf_weight=36.677406135946512 43.997863754630089 198.57414256036282 226.08040156215429 leaf_count=160 181 1972 756 internal_value=0 -0.000115325 9.86814e-05 internal_weight=0 242.572 262.758 internal_count=3069 2153 916 is_linear=0 shrinkage=0.0002538 Tree=760 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=98.1284 52.1547 41.2562 threshold=0.10100500000000003 0.062580000000000011 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014972965098986892 0.00019539464690312221 0.00022890391173525744 -8.4832301745012254e-05 leaf_weight=261.08363823965192 173.64538030326366 30.581167116761208 51.304132431745529 leaf_count=2232 601 89 199 internal_value=0 -0.000109957 0.000131473 internal_weight=0 291.665 224.95 internal_count=3121 2321 800 is_linear=0 shrinkage=0.000274722 Tree=761 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=83.0759 62.1339 37.0681 threshold=0.080020000000000022 -0.18817999999999999 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019007301055437012 0.00015645941782534319 -0.00016990936749251454 -3.3688362599108435e-06 leaf_weight=129.12523482739925 45.815580397844315 206.87981966882944 126.032635204494 leaf_count=436 187 2023 415 internal_value=0 -0.000110693 9.45648e-05 internal_weight=0 252.695 255.158 internal_count=3061 2210 851 is_linear=0 shrinkage=0.0002538 Tree=762 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=54.6153 56.9136 44.7096 threshold=1.0000000180025095e-35 -0.044489999999999995 0.084630000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006174609350699915 0.00026789222638817073 0.0005645541239773233 -0.00050332562646420017 leaf_weight=106.13180297240615 284.47013518959284 26.12677238881588 44.830467700958252 leaf_count=1458 1166 93 388 internal_value=0 -0.000383682 0.000162764 internal_weight=0 132.259 329.301 internal_count=3105 1551 1554 is_linear=0 shrinkage=0.000718517 Tree=763 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=46.4786 41.515 25.8567 threshold=0.10495000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040164737404885562 0.00050267109350900967 -0.0003276905452474526 -0.00015390193275784418 leaf_weight=56.935101017355919 126.98800657689571 221.83470518141985 47.997641958296299 leaf_count=237 507 2158 189 internal_value=0 -0.000178631 0.000322593 internal_weight=0 278.77 174.986 internal_count=3091 2395 696 is_linear=0 shrinkage=0.000762496 Tree=764 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=50.9294 44.5431 40.0519 threshold=0.089825000000000002 0.062580000000000011 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041218752607266091 0.0003313074795861543 0.000614844803796526 -0.00030896785137389667 leaf_weight=166.39636295288801 200.23930580541492 22.812236227095127 60.623135164380074 leaf_count=1857 897 68 269 internal_value=0 -0.000288071 0.000182442 internal_weight=0 189.209 260.862 internal_count=3091 1925 1166 is_linear=0 shrinkage=0.000690616 Tree=765 num_leaves=4 num_cat=0 split_feature=160 15 1 split_gain=47.1012 41.299 1.54438 threshold=-0.40187499999999993 -0.24269999999999997 0.096545000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00090978873503748208 0.00064143198086436697 -5.1815336714995849e-05 -0.0013679157615982 leaf_weight=17.925296179950241 55.037267543375492 371.47818965092301 6.2061702460050574 leaf_count=216 248 2599 33 internal_value=0 3.77857e-05 -0.00103338 internal_weight=0 426.515 24.1315 internal_count=3096 2847 249 is_linear=0 shrinkage=0.000747545 Tree=766 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=46.0942 64.8646 45.8716 threshold=0.08869500000000001 -0.10075499999999998 0.081905000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004699635617343139 0.00035347617336112285 -0.00050558382908405801 -0.00034352928932221188 leaf_weight=44.754679828882217 204.90147960186005 137.40167619287968 60.636686876416206 leaf_count=227 932 1660 283 internal_value=0 -0.000265756 0.000194235 internal_weight=0 182.156 265.538 internal_count=3102 1887 1215 is_linear=0 shrinkage=0.000704429 Tree=767 num_leaves=4 num_cat=0 split_feature=4 0 48 split_gain=57.6568 46.1377 13.2742 threshold=0.28122000000000008 -0.060269999999999997 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027038886490362055 0.00062371053880331715 0.00026460402551173833 -0.00028116211936666104 leaf_weight=259.12760040163994 73.286512494087219 109.1964884288609 8.5784918367862684 leaf_count=2314 323 465 28 internal_value=0 -0.000111748 0.000528636 internal_weight=0 368.324 81.865 internal_count=3130 2779 351 is_linear=0 shrinkage=0.000690616 Tree=768 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=88.4421 58.383 47.4009 threshold=0.10100500000000003 -0.32783999999999996 0.12955000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012361445235287342 -0.00034665728404658774 0.00015314616895745759 0.00040025312577425602 leaf_weight=283.18021509423852 16.867357216775417 202.89400767534971 11.960969522595404 leaf_count=2284 111 676 27 internal_value=0 0.000114628 -0.00010224 internal_weight=0 219.761 295.141 internal_count=3098 787 2311 is_linear=0 shrinkage=0.000258876 Tree=769 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=73.0424 52.0776 38.4032 threshold=0.083325000000000024 -0.030749999999999996 0.13401500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013930596153917833 0.00013543813332297591 -0.00016051328933455904 -0.00013503307510585036 leaf_weight=223.66112120077014 50.147272683680058 192.5193108394742 40.272126764059067 leaf_count=773 194 1960 157 internal_value=0 -9.93204e-05 9.74066e-05 internal_weight=0 242.667 263.933 internal_count=3084 2154 930 is_linear=0 shrinkage=0.000258876 Tree=770 num_leaves=4 num_cat=0 split_feature=1 0 50 split_gain=53.1348 53.342 48.6622 threshold=1.0000000180025095e-35 -0.059114999999999994 0.086500000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00064293906173200561 0.00027235862724694953 0.00042366667163596668 -0.00049093845926927811 leaf_weight=95.786564320325851 269.79383980855346 30.633336901664734 48.858849108219147 leaf_count=1389 1151 150 372 internal_value=0 -0.000384339 0.000155191 internal_weight=0 126.42 318.653 internal_count=3062 1539 1523 is_linear=0 shrinkage=0.000704429 Tree=771 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=73.5088 48.4942 40.8156 threshold=0.080020000000000022 -0.17157499999999998 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016270765812957392 8.4615980387711757e-05 -0.00019369221359263962 -5.4815419500716536e-05 leaf_weight=111.25292553752661 50.696434587240219 241.79523209482431 120.12499638646841 leaf_count=420 217 2057 413 internal_value=0 -0.00014544 4.98038e-05 internal_weight=0 292.492 231.378 internal_count=3107 2274 833 is_linear=0 shrinkage=0.000258876 Tree=772 num_leaves=4 num_cat=0 split_feature=12 1 47 split_gain=45.0316 43.9646 28.69 threshold=0.081135000000000013 0.12485500000000001 0.077735000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040237747668141107 -0.00040152134825723913 0.00077516531546431187 -0.00034121994436728828 leaf_weight=183.94529733434319 189.7343454323709 24.306818105280399 43.654977604746819 leaf_count=702 2139 73 158 internal_value=0 -0.00026756 0.000259654 internal_weight=0 214.041 227.6 internal_count=3072 2212 860 is_linear=0 shrinkage=0.00082535 Tree=773 num_leaves=4 num_cat=0 split_feature=1 13 52 split_gain=82.4759 47.975 46.5101 threshold=0.099115000000000023 -0.24426999999999996 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037002521920995879 -0.00027198815564685237 -0.00011993595065824499 0.00014800750288899517 leaf_weight=13.978653483092783 19.194851778447628 272.13479020446539 209.46721015125513 leaf_count=37 115 2216 701 internal_value=0 -9.58625e-05 0.000112635 internal_weight=0 286.113 228.662 internal_count=3069 2253 816 is_linear=0 shrinkage=0.000258876 Tree=774 num_leaves=4 num_cat=0 split_feature=13 39 47 split_gain=51.6409 55.2898 6.56736 threshold=-0.17030499999999998 0.0047850000000000011 0.082465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00088048721516347623 -0.00023033894433408157 0.0004124596148137945 0.00022238687164433815 leaf_weight=33.953291937708855 313.08070867136121 88.524528905749321 10.284363746643065 leaf_count=136 2593 341 33 internal_value=0 -8.85735e-05 0.00072844 internal_weight=0 401.605 44.2377 internal_count=3103 2934 169 is_linear=0 shrinkage=0.000718517 Tree=775 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=79.3224 54.5438 35.4321 threshold=0.10060500000000001 -0.11550499999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013177853750578856 0.00016528074319849181 -0.00013141534260887258 -6.4733211509338545e-05 leaf_weight=55.593308039009571 162.39560920000076 235.36415909975767 50.053668387234211 leaf_count=209 572 2099 196 internal_value=0 -8.10955e-05 0.000111083 internal_weight=0 290.957 212.449 internal_count=3076 2308 768 is_linear=0 shrinkage=0.000239162 Tree=776 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=80.0705 52.3735 36.815 threshold=0.080020000000000022 0.13062500000000002 0.13401500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014653535277052285 -0.00014915358984434368 0.00028675808099787667 -0.0001324687000068859 leaf_weight=219.06148432940245 227.15824725851417 21.819358259439468 40.583784744143486 leaf_count=713 2140 61 153 internal_value=0 -0.00011084 0.000102887 internal_weight=0 248.978 259.645 internal_count=3067 2201 866 is_linear=0 shrinkage=0.000269335 Tree=777 num_leaves=4 num_cat=0 split_feature=484 42 150 split_gain=46.0316 50.8057 25.0187 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00085592456235384024 -0.00041845555025011281 0.00019446988474304929 0.0006903686904313884 leaf_weight=42.017240144312382 85.133000828325748 315.31570781767368 5.8371468335390082 leaf_count=470 803 1814 18 internal_value=0 6.40851e-05 -0.000666141 internal_weight=0 400.449 47.8544 internal_count=3105 2617 488 is_linear=0 shrinkage=0.000704429 Tree=778 num_leaves=4 num_cat=0 split_feature=52 0 12 split_gain=57.0073 59.1104 0.904987 threshold=-0.32783999999999996 -0.060454999999999995 0.079600000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001135922489611807 -0.00012793762983512847 0.00052731405697389779 -0.00085262107739620004 leaf_weight=10.67037485539913 289.73607064783573 104.62358272448182 24.879122331738472 leaf_count=52 2325 395 283 internal_value=0 4.60009e-05 -0.000940955 internal_weight=0 394.36 35.5495 internal_count=3055 2720 335 is_linear=0 shrinkage=0.000747545 Tree=779 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=71.6364 46.3782 28.6705 threshold=0.083325000000000024 -0.24404999999999996 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012618411480938265 0.00014144509775910064 -0.00015518279300314098 -0.00011017666740471878 leaf_weight=225.09824844822288 41.268615525215864 189.44971687346697 38.655501425266266 leaf_count=788 179 1967 149 internal_value=0 -0.000102082 9.15112e-05 internal_weight=0 230.718 263.754 internal_count=3083 2146 937 is_linear=0 shrinkage=0.0002538 Tree=780 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=84.327 56.9384 35.665 threshold=0.081135000000000013 0.12485500000000001 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023471866151687976 -0.00016477001924563637 0.00026573805868520449 2.2439721829446756e-05 leaf_weight=97.547507539391518 224.45571037381887 25.754603125154972 153.87927872687578 leaf_count=314 2159 71 541 internal_value=0 -0.000120358 0.000104867 internal_weight=0 250.21 251.427 internal_count=3085 2230 855 is_linear=0 shrinkage=0.000274722 Tree=781 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=87.9056 66.2083 37.9316 threshold=0.10100500000000003 -0.11550499999999998 0.09198000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015315434641078888 0.00013424673411174863 -0.00016143337519149506 -0.00033318145056823349 leaf_weight=52.798948809504509 211.06246238201857 232.49418392404914 11.703121684491633 leaf_count=201 712 2074 79 internal_value=0 -0.000103176 0.000109535 internal_weight=0 285.293 222.766 internal_count=3066 2275 791 is_linear=0 shrinkage=0.0002538 Tree=782 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=79.072 55.5849 41.969 threshold=0.10384000000000002 -0.11550499999999998 0.26430000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013228065455983448 0.00014506811536372317 -0.00014075848043189283 -0.00032906832085198768 leaf_weight=58.831427469849586 184.35282128304243 259.58674312755466 12.759674206376074 leaf_count=225 644 2188 55 internal_value=0 -9.02826e-05 0.000114206 internal_weight=0 318.418 197.112 internal_count=3112 2413 699 is_linear=0 shrinkage=0.0002538 Tree=783 num_leaves=4 num_cat=0 split_feature=123 13 1 split_gain=54.215 40.8427 7.88522 threshold=1.0000000180025095e-35 -0.10939499999999998 0.08486500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049420752443516693 1.9008367928223741e-05 -0.00025820367687577698 0.00078388834176026934 leaf_weight=60.858641754835844 11.361596405506132 316.84829410538077 60.056872434914112 leaf_count=259 32 2570 245 internal_value=0 -0.00013686 0.000662428 internal_weight=0 377.707 71.4185 internal_count=3106 2829 277 is_linear=0 shrinkage=0.000841858 Tree=784 num_leaves=4 num_cat=0 split_feature=12 1 47 split_gain=52.3888 42.6123 29.0542 threshold=0.083325000000000024 0.12988000000000002 0.077735000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039050605569755252 -0.0003722427122090965 0.00080395177316372826 -0.0002577650467409339 leaf_weight=190.76090374216437 194.25924181565642 19.620489604771137 50.832917653024197 leaf_count=753 2156 58 188 internal_value=0 -0.000263979 0.000254049 internal_weight=0 213.88 241.594 internal_count=3155 2214 941 is_linear=0 shrinkage=0.000762496 Tree=785 num_leaves=4 num_cat=0 split_feature=123 3 124 split_gain=74.1541 67.0775 11.9192 threshold=1.0000000180025095e-35 0.17769000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012983975971129339 0.00026087510948805907 0.00028593341235623525 -1.9652093787453739e-05 leaf_weight=407.93372732400894 55.942314401268959 31.445158824324608 14.340405642986296 leaf_count=2677 209 122 66 internal_value=0 -0.000100019 0.000203696 internal_weight=0 439.379 70.2827 internal_count=3074 2799 275 is_linear=0 shrinkage=0.000274722 Tree=786 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=52.0997 44.2837 31.4133 threshold=0.078515000000000015 0.10812000000000001 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048412636797635401 -0.00032570671806267739 0.0010785629074135702 -9.5691278549689397e-06 leaf_weight=84.028178490698338 205.76741283759475 9.4585609138011915 139.3521513491869 leaf_count=309 2219 26 530 internal_value=0 -0.000263464 0.000176292 internal_weight=0 215.226 223.38 internal_count=3084 2245 839 is_linear=0 shrinkage=0.000638023 Tree=787 num_leaves=4 num_cat=0 split_feature=15 52 40 split_gain=74.9839 51.9467 31.5049 threshold=0.078925000000000009 -0.24600999999999998 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025535232997112717 0.00034878756263904905 9.6870464325833587e-05 -0.0002646140830520709 leaf_weight=39.354891713708639 7.6054446995258322 362.40889441594481 93.698929060250521 leaf_count=320 16 1616 1137 internal_value=0 6.23068e-05 -0.000218229 internal_weight=0 401.764 101.304 internal_count=3089 1936 1153 is_linear=0 shrinkage=0.000291537 Tree=788 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=47.8341 37.9824 31.2898 threshold=0.040165000000000006 -0.23389999999999997 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00070782785182379267 0.0004340158464680313 -0.00047180393540309257 3.7282701757639744e-05 leaf_weight=85.000775948166847 44.562741901725531 173.30368584766984 143.2511248216033 leaf_count=316 202 1997 544 internal_value=0 -0.000286398 0.000287218 internal_weight=0 217.866 228.252 internal_count=3059 2199 860 is_linear=0 shrinkage=0.000875869 Tree=789 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=78.0748 43.5908 32.7166 threshold=0.10423500000000001 -0.11550499999999998 0.096495000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010851074324707115 0.000136969455764592 -0.00013924165047891153 -0.00031832619379905061 leaf_weight=55.804129533469677 182.21458547562361 251.8616089746356 10.662265323102472 leaf_count=221 629 2159 66 internal_value=0 -9.42814e-05 0.000111631 internal_weight=0 307.666 192.877 internal_count=3075 2380 695 is_linear=0 shrinkage=0.0002538 Tree=790 num_leaves=4 num_cat=0 split_feature=52 1 1447 split_gain=50.2881 49.7382 8.71567 threshold=0.18879500000000002 0.076845000000000011 -0.084094999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028698738756117336 0.00019990124770887598 0.00016658987404567858 -0.00074843617239621883 leaf_weight=119.49567275121808 3.6644215174019328 282.00909112393856 36.271744821220636 leaf_count=1401 28 1330 335 internal_value=0 3.1554e-05 -0.000661104 internal_weight=0 401.505 39.9362 internal_count=3094 2731 363 is_linear=0 shrinkage=0.000589434 Tree=791 num_leaves=4 num_cat=0 split_feature=0 16 1 split_gain=49.226 71.769 64.2939 threshold=-0.060269999999999997 0.26746000000000009 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00070868663629358503 0.00071070390422175533 -0.0005666240625600941 4.5572458035394623e-05 leaf_weight=93.846542369574308 96.999889612197876 34.623171783983707 218.47461664304137 leaf_count=1394 358 201 1136 internal_value=0 0.000374509 -0.000181241 internal_weight=0 131.623 312.321 internal_count=3089 559 2530 is_linear=0 shrinkage=0.000762496 Tree=792 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=43.0861 42.8362 17.2839 threshold=-0.0048899999999999994 -0.24269999999999997 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00088984435274011803 0.00074903764701194156 -3.7651617887589437e-05 0.00059712267331206317 leaf_weight=42.26327458769083 47.635869577527046 339.90881104767323 5.2439550012350074 leaf_count=462 226 2353 18 internal_value=0 5.92344e-05 -0.000724691 internal_weight=0 387.545 47.5072 internal_count=3059 2579 480 is_linear=0 shrinkage=0.000777746 Tree=793 num_leaves=4 num_cat=0 split_feature=123 3 42 split_gain=46.181 49.005 11.0535 threshold=1.0000000180025095e-35 -0.10075499999999998 -0.076394999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026561882915301444 -0.00014869338907092726 -0.00019304589361631097 0.00051414105177742151 leaf_weight=97.076489839702845 8.9005076140165311 275.74590073525906 58.308995813131332 leaf_count=436 31 2395 240 internal_value=0 -7.35737e-05 0.000426261 internal_weight=0 372.822 67.2095 internal_count=3102 2831 271 is_linear=0 shrinkage=0.000555437 Tree=794 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=50.7302 56.7254 5.61193 threshold=-0.23438999999999996 0.0047850000000000011 -0.054684999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038199868219135786 -0.00029161064324625805 0.00048999417101769252 0.0010205734995545656 leaf_weight=14.548354916274546 306.01851231604815 83.721272028982639 30.724574513733387 leaf_count=67 2601 333 108 internal_value=0 -0.000123619 0.000816818 internal_weight=0 389.74 45.2729 internal_count=3109 2934 175 is_linear=0 shrinkage=0.000841858 Tree=795 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=70.0302 50.1862 31.8659 threshold=0.079600000000000018 -0.030749999999999996 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010636029278430627 0.00010874509287218222 -0.00012381822292315618 -0.00010587140624413613 leaf_weight=210.39919386804104 48.084920443594456 195.6341207511723 34.184609621763229 leaf_count=700 204 2028 131 internal_value=0 -7.79054e-05 7.66626e-05 internal_weight=0 243.719 244.584 internal_count=3063 2232 831 is_linear=0 shrinkage=0.000204122 Tree=796 num_leaves=4 num_cat=0 split_feature=12 16 47 split_gain=64.2421 51.6414 31.2466 threshold=0.081135000000000013 -0.18817999999999999 0.077735000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012790866263649725 0.00013861755856805997 -0.00015884493194024931 -0.00010640559773082673 leaf_weight=193.18911945819855 46.396855548024178 196.37353217229247 45.149131953716278 leaf_count=682 201 2038 158 internal_value=0 -0.000101958 8.34927e-05 internal_weight=0 242.77 238.338 internal_count=3079 2239 840 is_linear=0 shrinkage=0.0002538 Tree=797 num_leaves=4 num_cat=0 split_feature=52 0 16 split_gain=42.9657 61.0434 0.553765 threshold=-0.41845999999999994 -0.060269999999999997 0.25619500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006158718466420845 -0.00012618135751732694 0.00055061265067356084 -0.00094798834944082044 leaf_weight=4.4292954914271858 289.73442882299423 111.5600973777473 25.555519439280033 leaf_count=56 2348 420 241 internal_value=0 6.20689e-05 -0.000901402 internal_weight=0 401.295 29.9848 internal_count=3065 2768 297 is_linear=0 shrinkage=0.000777746 Tree=798 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=66.0981 66.8791 38.2974 threshold=0.10100500000000003 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019029469809949133 -0.00023662503509087806 -0.00014968161033720981 0.00015297066788445103 leaf_weight=53.603436328470707 21.003536447882652 233.59487358480692 194.88343129307032 leaf_count=185 92 2121 704 internal_value=0 -8.61781e-05 0.000114964 internal_weight=0 287.198 215.887 internal_count=3102 2306 796 is_linear=0 shrinkage=0.000274722 Tree=799 num_leaves=4 num_cat=0 split_feature=376 4 49 split_gain=44.1804 47.5763 4.48277 threshold=0.048375000000000008 0.27150500000000005 -0.082439999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023022380729876779 0.00026284981221745302 0.00044422807943876916 0.00081986482291517915 leaf_weight=311.13140023127198 11.187894508242605 75.465299144387245 35.363264679908752 leaf_count=2589 44 319 125 internal_value=0 -9.84775e-05 0.000686946 internal_weight=0 386.597 46.5512 internal_count=3077 2908 169 is_linear=0 shrinkage=0.000762496 Tree=800 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=75.9968 54.5211 43.4671 threshold=0.10100500000000003 -0.12077499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001491227361957353 -0.00029489602932892308 -0.00014312212520473048 0.00015303365787251356 leaf_weight=52.564451225101948 15.617061242461203 227.92791887000203 189.89283996075392 leaf_count=192 104 2107 657 internal_value=0 -8.83176e-05 0.000118853 internal_weight=0 280.492 205.51 internal_count=3060 2299 761 is_linear=0 shrinkage=0.000258876 Tree=801 num_leaves=4 num_cat=0 split_feature=4 0 48 split_gain=52.3647 37.6928 21.1711 threshold=0.29587000000000002 -0.020409999999999994 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024298106891496398 0.00060579493410527479 0.00029572224893782559 -0.00053545120440399334 leaf_weight=284.9079873599112 65.250965669751167 71.50926885008812 7.9569338113069525 leaf_count=2510 292 269 28 internal_value=0 -0.00013484 0.000481125 internal_weight=0 356.417 73.2079 internal_count=3099 2779 320 is_linear=0 shrinkage=0.000663799 Tree=802 num_leaves=4 num_cat=0 split_feature=1 457 51 split_gain=47.6896 48.3425 9.45041 threshold=0.12374000000000002 0.069705000000000003 -0.073259999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031989188027473477 -9.7039062189683813e-05 0.000579439133856274 0.00077548609869894781 leaf_weight=297.74917966499925 12.326082870364187 59.45052706822753 62.129469357430935 leaf_count=2549 51 248 257 internal_value=0 -0.000170077 0.000631111 internal_weight=0 357.2 74.4556 internal_count=3105 2797 308 is_linear=0 shrinkage=0.000911254 Tree=803 num_leaves=4 num_cat=0 split_feature=4 457 47 split_gain=41.3803 37.7748 20.1888 threshold=0.27150500000000005 0.069705000000000003 0.11230000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019401461140934045 0.00051481642480169358 0.00037322650366012304 -0.00053600010931245006 leaf_weight=301.91113535687327 70.942266285419464 56.667046800255775 8.2222284227609617 leaf_count=2508 332 229 31 internal_value=0 -0.000104283 0.000405073 internal_weight=0 358.578 79.1645 internal_count=3100 2737 363 is_linear=0 shrinkage=0.000638023 Tree=804 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=48.0661 70.9705 49.4571 threshold=1.0000000180025095e-35 -0.055084999999999988 0.26760500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063768308692458862 0.00024788322150049542 0.00049747761573681111 -0.00054660716932589299 leaf_weight=91.739949438720942 276.38521667569876 32.888694282621145 39.34325236082077 leaf_count=1415 1314 146 236 internal_value=0 -0.000337944 0.000148722 internal_weight=0 124.629 315.728 internal_count=3111 1561 1550 is_linear=0 shrinkage=0.000663799 Tree=805 num_leaves=4 num_cat=0 split_feature=150 0 160 split_gain=40.8541 43.6488 24.7371 threshold=0.082085000000000019 -0.023879999999999995 -0.066494999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000330495589479029 -0.00043372448833145456 0.00040437213549677397 0.00070634106510563104 leaf_weight=252.82674819976091 17.225189983844757 77.866082474589348 74.109120719134808 leaf_count=2355 126 309 262 internal_value=0 -0.000157383 0.000491063 internal_weight=0 330.693 91.3343 internal_count=3052 2664 388 is_linear=0 shrinkage=0.000858695 Tree=806 num_leaves=4 num_cat=0 split_feature=13 123 49 split_gain=46.2183 41.0654 4.5591 threshold=-0.17030499999999998 1.0000000180025095e-35 0.085605000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0008315157415549958 -0.00020854371850098188 0.00051152742096595492 0.00020875406490953132 leaf_weight=35.823385588824749 331.40106589347124 53.365955263376236 8.5517056062817556 leaf_count=140 2685 231 33 internal_value=0 -0.000108552 0.000712328 internal_weight=0 384.767 44.3751 internal_count=3089 2916 173 is_linear=0 shrinkage=0.000762496 Tree=807 num_leaves=4 num_cat=0 split_feature=13 3 12 split_gain=44.2586 40.2061 6.13693 threshold=-0.23862999999999998 -0.10075499999999998 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003032040865029997 0.00036916335051612658 -0.00022101278786202207 0.00095146487684000746 leaf_weight=13.244295276701449 95.913452684879303 298.27611320838332 30.984099000692368 leaf_count=63 427 2526 107 internal_value=0 -7.73482e-05 0.000758598 internal_weight=0 394.19 44.2284 internal_count=3123 2953 170 is_linear=0 shrinkage=0.000793301 Tree=808 num_leaves=4 num_cat=0 split_feature=457 1 42 split_gain=43.8036 52.5882 18.1759 threshold=0.069705000000000003 0.11584000000000001 -0.076394999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024451419508335077 -0.00046118126250851039 0.00038695855779762381 0.0006599451057844449 leaf_weight=270.57238620519638 8.0748660750687105 86.199487335979939 59.634802103042603 leaf_count=2425 40 383 222 internal_value=0 -9.18708e-05 0.000525702 internal_weight=0 356.772 67.7097 internal_count=3070 2808 262 is_linear=0 shrinkage=0.000704429 Tree=809 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=75.8121 45.2628 30.7914 threshold=0.023990000000000004 -0.030749999999999996 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024456997593499545 0.00014171779200091561 -0.00016429301797961834 3.7714987168517339e-05 leaf_weight=91.059880428016186 46.903176836669445 197.16703525930643 148.73450897634029 leaf_count=311 200 2079 529 internal_value=0 -0.000105449 0.000116344 internal_weight=0 244.07 239.794 internal_count=3119 2279 840 is_linear=0 shrinkage=0.000280216 Tree=810 num_leaves=4 num_cat=0 split_feature=1 52 13 split_gain=47.7727 48.5726 30.222 threshold=0.077800000000000022 -0.32783999999999996 -0.10373499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052188526017515847 -0.00093147630648965861 0.00025073850758949758 -0.00056601992830118198 leaf_weight=17.955680880695581 22.621506679803133 279.49712986499071 107.09606252238154 leaf_count=82 161 1326 1515 internal_value=0 0.000161906 -0.000409485 internal_weight=0 302.119 125.052 internal_count=3084 1487 1597 is_linear=0 shrinkage=0.000777746 Tree=811 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=42.6396 43.0813 9.65537 threshold=-1.0000000180025095e-35 -0.42985499999999993 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042548668271748382 -0.00078185171651081917 0.00012925336155296058 -0.0011089700765584767 leaf_weight=34.35317787155509 26.528055876493454 349.42955039441586 13.878720004111527 leaf_count=389 279 2317 117 internal_value=0 6.4751e-05 -0.000624272 internal_weight=0 375.958 48.2319 internal_count=3102 2596 506 is_linear=0 shrinkage=0.000690616 Tree=812 num_leaves=4 num_cat=0 split_feature=13 3 52 split_gain=46.0002 44.1291 5.55882 threshold=-0.24921999999999997 -0.10075499999999998 0.090245000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0009865003194604214 0.00037352038272751663 -0.00027973259969670786 0.00028478192355747535 leaf_weight=29.775434285402298 92.90525321289897 290.21869894489646 10.510346502065657 leaf_count=111 424 2507 46 internal_value=0 -0.00012126 0.000804722 internal_weight=0 383.124 40.2858 internal_count=3088 2931 157 is_linear=0 shrinkage=0.00082535 Tree=813 num_leaves=4 num_cat=0 split_feature=12 0 16 split_gain=69.4862 43.0547 30.8018 threshold=0.078515000000000015 -0.04478999999999999 0.11015500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012921909402612488 -0.0001527760269627981 0.00012410996802565574 -0.00012337829489188779 leaf_weight=208.64533940702677 193.11688338965178 44.417230166494846 36.446875333786011 leaf_count=714 2095 174 142 internal_value=0 -0.000100966 9.1617e-05 internal_weight=0 237.534 245.092 internal_count=3125 2269 856 is_linear=0 shrinkage=0.0002538 Tree=814 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=64.7616 52.1081 31.079 threshold=0.079600000000000018 -0.030749999999999996 0.15354500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014151111611585034 0.000151934564926764 -0.00016087092718048451 -0.00013915186241927164 leaf_weight=204.02633555978537 48.487157393246889 188.49928848445415 33.195957958698273 leaf_count=707 196 2016 133 internal_value=0 -9.68298e-05 0.000102189 internal_weight=0 236.986 237.222 internal_count=3052 2212 840 is_linear=0 shrinkage=0.000269335 Tree=815 num_leaves=4 num_cat=0 split_feature=52 52 131 split_gain=47.6224 51.8056 2.60669 threshold=-0.25491999999999998 -0.048794999999999991 0.092855000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010149549590451087 0.00050265353227561241 -0.00013584474574251481 -0.00025570381457958914 leaf_weight=30.623003605753183 129.83384764194489 259.18995101377368 3.5230157114565364 leaf_count=307 600 2140 35 internal_value=0 7.73327e-05 -0.000937711 internal_weight=0 389.024 34.146 internal_count=3082 2740 342 is_linear=0 shrinkage=0.00082535 Tree=816 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=73.5195 49.8742 36.5519 threshold=0.083325000000000024 -0.24404999999999996 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.2249613113679175e-05 0.00014700264157741102 -0.00016783419830357143 0.00014393866488660915 leaf_weight=56.650912385433912 40.917818054556847 189.60854304209352 194.16040966659784 leaf_count=247 179 1997 649 internal_value=0 -0.000111907 9.05733e-05 internal_weight=0 230.526 250.811 internal_count=3072 2176 896 is_linear=0 shrinkage=0.000258876 Tree=817 num_leaves=4 num_cat=0 split_feature=15 51 4 split_gain=47.1499 32.1686 28.4169 threshold=0.082805000000000004 -0.10433999999999997 0.15164000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042231624531638109 -0.000564289437578261 0.00014026156712974492 0.00072519437942825918 leaf_weight=41.710679117590189 69.545827507972717 302.32351870834827 6.6831580251455298 leaf_count=308 1038 1684 38 internal_value=0 7.19395e-05 -0.00045034 internal_weight=0 344.034 76.229 internal_count=3068 1992 1076 is_linear=0 shrinkage=0.000601223 Tree=818 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=44.8816 38.218 26.1194 threshold=0.10423500000000001 -0.097724999999999992 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038736605024283403 0.00059619734125879425 -0.00043376782221561411 -0.00023892569174367695 leaf_weight=61.12070719897747 114.80391135811806 203.53003934398293 42.566348694264889 leaf_count=336 501 2115 181 internal_value=0 -0.000244045 0.0003703 internal_weight=0 264.651 157.37 internal_count=3133 2451 682 is_linear=0 shrinkage=0.000911254 Tree=819 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=71.3027 40.7037 40.1561 threshold=0.10100500000000003 -0.32783999999999996 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011354547342339586 -0.00030201395663010929 0.00014100971596649786 -0.00014664267143679643 leaf_weight=50.497123599052429 15.566038005053995 187.08107794076204 226.63519740849733 leaf_count=195 107 669 2132 internal_value=0 0.000106832 -9.92063e-05 internal_weight=0 202.647 277.132 internal_count=3103 776 2327 is_linear=0 shrinkage=0.000264054 Tree=820 num_leaves=4 num_cat=0 split_feature=484 160 150 split_gain=43.5817 41.7122 14.9308 threshold=-0.0048899999999999994 -0.40187499999999993 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00091332377346743578 -0.00097537011742264011 0.00014870507709395904 0.00055208636898298037 leaf_weight=38.986091148108244 21.933979872614145 360.54365961998701 4.8522097989916793 leaf_count=462 236 2378 18 internal_value=0 8.39761e-05 -0.000750133 internal_weight=0 382.478 43.8383 internal_count=3094 2614 480 is_linear=0 shrinkage=0.000793301 Tree=821 num_leaves=4 num_cat=0 split_feature=150 1 2 split_gain=47.0928 48.702 25.627 threshold=0.082085000000000019 0.12856000000000004 0.091375000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024870090264263493 -6.0081218479759898e-06 0.00050507247398846574 0.00071131316180899381 leaf_weight=275.86172386258841 40.925567362457514 47.885273262858391 56.497619315981865 leaf_count=2486 209 208 195 internal_value=0 -0.000137075 0.00041032 internal_weight=0 323.747 97.4232 internal_count=3098 2694 404 is_linear=0 shrinkage=0.000690616 Tree=822 num_leaves=4 num_cat=0 split_feature=15 1 40 split_gain=48.9202 36.2193 23.9735 threshold=0.084580000000000016 0.076845000000000011 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023800276768081366 0.00067153383486511973 0.00023726512343567979 -0.00060333811224602338 leaf_weight=92.025268349796534 6.8273759931325904 258.24830721691251 64.12830126285553 leaf_count=959 18 1128 991 internal_value=0 0.000112365 -0.000479805 internal_weight=0 350.274 70.9557 internal_count=3096 2087 1009 is_linear=0 shrinkage=0.000650783 Tree=823 num_leaves=4 num_cat=0 split_feature=3 40 12 split_gain=40.1457 36.5498 4.4277 threshold=0.17769000000000004 -0.078179999999999986 -0.054684999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052742754808334901 0.00041082306279977178 -0.00019769756798585075 0.0010119206131787551 leaf_weight=52.747118897736073 12.663154058158396 327.48232490755618 22.951700374484062 leaf_count=200 67 2754 84 internal_value=0 -9.69793e-05 0.000800153 internal_weight=0 380.229 35.6149 internal_count=3105 2954 151 is_linear=0 shrinkage=0.000809167 Tree=824 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=43.7113 41.5694 31.1368 threshold=0.083325000000000024 -0.16956499999999999 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034216220413946263 0.00041172703727413638 -0.00048067364499722678 -0.00048314689775079129 leaf_weight=193.82359939068556 41.621287349611521 154.4712895359844 33.678297013044357 leaf_count=798 210 1983 143 internal_value=0 -0.000291132 0.00021981 internal_weight=0 196.093 227.502 internal_count=3134 2193 941 is_linear=0 shrinkage=0.000793301 Tree=825 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=66.0016 54.9063 36.2696 threshold=0.083325000000000024 -0.24404999999999996 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010566650668890828 0.00017639265232026916 -0.00017908034334621355 0.00015224308665736839 leaf_weight=54.89776910841465 41.707285299897194 185.52045421302319 193.3310711234808 leaf_count=251 180 1997 669 internal_value=0 -0.000113779 9.51824e-05 internal_weight=0 227.228 248.229 internal_count=3097 2177 920 is_linear=0 shrinkage=0.000280216 Tree=826 num_leaves=4 num_cat=0 split_feature=484 160 123 split_gain=41.1648 41.995 13.3412 threshold=-0.0048899999999999994 -0.25833999999999996 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00078350362982150155 -0.00085335705452927791 0.00012361698309400226 0.00063496527788320866 leaf_weight=39.218680432066321 23.162253867834806 352.48960178717971 3.5079875886440268 leaf_count=469 262 2386 12 internal_value=0 6.31416e-05 -0.000665688 internal_weight=0 375.652 42.7267 internal_count=3129 2648 481 is_linear=0 shrinkage=0.000704429 Tree=827 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=62.8941 46.6199 37.503 threshold=0.083325000000000024 -0.030749999999999996 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010319203666830984 0.00014945288442185512 -0.00016538917823228093 0.00016048422254345815 leaf_weight=54.150598101317883 46.276791870594025 181.26735696569085 193.26236496120691 leaf_count=250 188 1991 659 internal_value=0 -0.000101316 0.000102754 internal_weight=0 227.544 247.413 internal_count=3088 2179 909 is_linear=0 shrinkage=0.000280216 Tree=828 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=48.6046 47.3023 9.43783 threshold=1.0000000180025095e-35 -0.24921999999999997 -0.031234999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00066507297717254682 0.00067198666001181762 -0.00019897470516499601 9.4528613150918981e-06 leaf_weight=33.24514077603817 50.598141297698021 321.34811427630484 12.858371436595915 leaf_count=140 215 2684 54 internal_value=0 -0.000117781 0.000537989 internal_weight=0 354.593 63.4565 internal_count=3093 2824 269 is_linear=0 shrinkage=0.000690616 Tree=829 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=82.1292 57.1453 36.4443 threshold=0.10100500000000003 -0.12077499999999998 0.11140500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013334983817117938 0.00013549288892979584 -0.0001507175043476798 -0.00032852141288902448 leaf_weight=54.221607536077499 195.23645314574242 227.36556065455079 10.968962863087652 leaf_count=203 711 2161 76 internal_value=0 -9.59871e-05 0.000110645 internal_weight=0 281.587 206.205 internal_count=3151 2364 787 is_linear=0 shrinkage=0.000248824 Tree=830 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=44.4731 38.041 9.02249 threshold=0.12856000000000004 0.083325000000000024 0.13283000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013204588340393951 0.00076361395187371256 -0.00040433569560714678 -6.6319071889031186e-05 leaf_weight=187.09240681305528 52.61064039170742 173.50114657171071 10.720511637628077 leaf_count=732 240 2113 35 internal_value=0 -0.000126082 0.000623256 internal_weight=0 360.594 63.3312 internal_count=3120 2845 275 is_linear=0 shrinkage=0.00082535 Tree=831 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=55.7084 50.4647 32.6535 threshold=0.080020000000000022 0.12988000000000002 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018024758063285955 -0.00013141661545918037 0.00028061297177861549 -9.7565967546567112e-06 leaf_weight=114.17113293707371 206.14770334213972 21.002048872411251 118.83384817838669 leaf_count=429 2121 60 415 internal_value=0 -9.32013e-05 8.33862e-05 internal_weight=0 227.15 233.005 internal_count=3025 2181 844 is_linear=0 shrinkage=0.0002538 Tree=832 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=42.2945 37.3839 28.207 threshold=0.080020000000000022 0.10812000000000001 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034261949968138032 -0.00035146159614650734 0.0012451757325199933 -0.00047597708981230802 leaf_weight=190.34712553024292 190.67466136440635 9.5896494165062887 30.670376934111118 leaf_count=735 2238 27 133 internal_value=0 -0.000274354 0.00022884 internal_weight=0 200.264 221.018 internal_count=3133 2265 868 is_linear=0 shrinkage=0.000793301 Tree=833 num_leaves=4 num_cat=0 split_feature=160 484 3 split_gain=40.2144 43.1245 1.79843 threshold=-0.40187499999999993 -1.0000000180025095e-35 -0.013929999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00075374658938430971 -0.00054956456884063399 0.00012544145771957389 -0.0012049648881938863 leaf_weight=14.902239782735707 45.20688852481544 347.01723846420646 5.658247582614421 leaf_count=205 512 2353 30 internal_value=0 4.75071e-05 -0.000883776 internal_weight=0 392.224 20.5605 internal_count=3100 2865 235 is_linear=0 shrinkage=0.000650783 Tree=834 num_leaves=4 num_cat=0 split_feature=123 3 43 split_gain=55.9401 42.5162 6.49549 threshold=1.0000000180025095e-35 0.18595000000000003 -0.031234999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3754876079936175e-05 0.00029370198307867299 0.000285820566595552 7.1128420965756991e-05 leaf_weight=372.8419835716486 59.342553153634071 34.265793815255165 16.017485231161118 leaf_count=2704 208 130 60 internal_value=0 -4.34196e-05 0.000246571 internal_weight=0 407.108 75.36 internal_count=3102 2834 268 is_linear=0 shrinkage=0.000309381 Tree=835 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=65.6388 52.8105 28.3067 threshold=0.078515000000000015 0.15164000000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021148791099162467 -0.00014565862979240186 0.00016329053946329472 3.3510821627212456e-05 leaf_weight=92.077378034591675 189.5293239094317 43.788784239441156 153.39792691916227 leaf_count=313 2084 177 555 internal_value=0 -8.7625e-05 0.000100336 internal_weight=0 233.318 245.475 internal_count=3129 2261 868 is_linear=0 shrinkage=0.0002538 Tree=836 num_leaves=4 num_cat=0 split_feature=484 1 150 split_gain=41.9161 37.0392 17.5729 threshold=-0.0048899999999999994 0.12700000000000003 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00085418416660282433 -5.3052207077630562e-05 0.00056957995699718166 0.00051825084602494546 leaf_weight=38.159962313249707 306.96627863496542 55.955231495201588 5.1910350993275634 leaf_count=470 2325 257 19 internal_value=0 4.30913e-05 -0.000688931 internal_weight=0 362.922 43.351 internal_count=3071 2582 489 is_linear=0 shrinkage=0.000704429 Tree=837 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=66.7683 49.4152 38.3931 threshold=0.083325000000000024 -0.030749999999999996 0.13401500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.2423927078684119e-05 8.6155516995082952e-05 -0.00018637292760055089 -0.00018197329796362026 leaf_weight=201.71757273375988 46.732641465961933 203.5123309828341 37.096601478755474 leaf_count=783 185 1971 149 internal_value=0 -0.000135463 4.12873e-05 internal_weight=0 250.245 238.814 internal_count=3088 2156 932 is_linear=0 shrinkage=0.000239162 Tree=838 num_leaves=4 num_cat=0 split_feature=123 13 1 split_gain=36.9363 42.9524 17.0577 threshold=1.0000000180025095e-35 -0.10462499999999998 0.077800000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045986260139376509 -0.00032972305574446587 -0.00023376805001265502 0.00070334098915411907 leaf_weight=60.125231772661209 10.820571869611738 290.40274245850742 49.546113170683384 leaf_count=282 35 2526 231 internal_value=0 -0.000114682 0.000517899 internal_weight=0 350.528 60.3667 internal_count=3074 2808 266 is_linear=0 shrinkage=0.000747545 Tree=839 num_leaves=4 num_cat=0 split_feature=484 130 123 split_gain=41.4945 38.8075 14.8703 threshold=-0.0048899999999999994 1.0000000180025095e-35 0.086990000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00091831852541381152 0.00016879017601329919 -0.00079845011231035083 0.00084859567128574937 leaf_weight=38.933479573577642 340.02284114435315 30.706127807497978 3.4521245062351218 leaf_count=481 2225 380 12 internal_value=0 8.84603e-05 -0.000772554 internal_weight=0 370.729 42.3856 internal_count=3098 2605 493 is_linear=0 shrinkage=0.00082535 Tree=840 num_leaves=4 num_cat=0 split_feature=3 50 12 split_gain=35.7251 34.6438 4.9267 threshold=0.17769000000000004 0.086500000000000007 -0.052409999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7264360456125681e-05 0.00039230340039187508 -0.00073729573364792638 0.0010396988450602936 leaf_weight=322.25839900411665 13.340091891586779 50.514558456838131 18.770279914140701 leaf_count=2403 68 544 73 internal_value=0 -0.000115028 0.000773039 internal_weight=0 372.773 32.1104 internal_count=3088 2947 141 is_linear=0 shrinkage=0.000809167 Tree=841 num_leaves=4 num_cat=0 split_feature=4 52 48 split_gain=40.7572 45.9841 22.3707 threshold=0.27834500000000006 -0.048794999999999991 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018813483112753649 0.00061629145819589132 -0.00034497337515500596 -0.000669004572094611 leaf_weight=149.2324690297246 65.666988749057055 189.46588718891144 7.7300820350646964 leaf_count=890 324 1867 28 internal_value=0 -0.000110098 0.000480113 internal_weight=0 338.698 73.3971 internal_count=3109 2757 352 is_linear=0 shrinkage=0.000718517 Tree=842 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=60.8564 49.6664 28.9595 threshold=0.080020000000000022 0.15164000000000002 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001164444845267647 -0.00016484255937735176 0.00013660303475810029 -0.00013868073683756589 leaf_weight=210.35149618983269 184.43672591075301 45.609114371240139 34.64202381670475 leaf_count=737 2065 187 139 internal_value=0 -0.00010504 8.0323e-05 internal_weight=0 230.046 244.994 internal_count=3128 2252 876 is_linear=0 shrinkage=0.000258876 Tree=843 num_leaves=4 num_cat=0 split_feature=159 15 15 split_gain=46.0771 47.3927 8.83003 threshold=-0.032069999999999994 0.078925000000000009 -0.47612499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00092860174512846905 0.00024381129146860544 -0.00056478889372161059 -0.0010537806152513317 leaf_weight=1.8061594516038884 302.94355657510459 71.392185360193253 35.171392571181059 leaf_count=8 1669 991 400 internal_value=0 8.94747e-05 -0.000954441 internal_weight=0 374.336 36.9776 internal_count=3068 2660 408 is_linear=0 shrinkage=0.000893386 Tree=844 num_leaves=4 num_cat=0 split_feature=15 155 13 split_gain=38.6864 32.8604 19.932 threshold=0.084050000000000014 0.091145000000000018 0.14307000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014404967046407075 -0.00072836977844258793 -0.000963103762441845 0.00045871696634269083 leaf_weight=321.85144116170704 61.043568190187216 17.692401804029942 10.339496094733475 leaf_count=1878 971 169 81 internal_value=0 8.60614e-05 -0.000555977 internal_weight=0 339.544 71.3831 internal_count=3099 2047 1052 is_linear=0 shrinkage=0.000793301 Tree=845 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=64.4933 48.6928 35.9057 threshold=0.10495000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001301601616696656 0.00018364346326111333 -0.00014579004708386239 -9.5281534530348327e-05 leaf_weight=55.239517390727997 127.22962787002325 229.43215725943446 42.981464996933937 leaf_count=221 495 2148 179 internal_value=0 -9.22128e-05 0.000113193 internal_weight=0 284.672 170.211 internal_count=3043 2369 674 is_linear=0 shrinkage=0.000264054 Tree=846 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=68.7809 37.662 29.7856 threshold=0.10437000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7712518993300487e-05 0.00016195827631038798 -0.00011524715922091818 -4.6378264839718016e-05 leaf_weight=57.566460460424423 123.67442598193884 238.56815825775266 48.455992449074984 leaf_count=237 481 2205 195 internal_value=0 -7.5775e-05 0.000103318 internal_weight=0 296.135 172.13 internal_count=3118 2442 676 is_linear=0 shrinkage=0.000225367 Tree=847 num_leaves=4 num_cat=0 split_feature=12 1 14 split_gain=43.8769 42.9188 24.4114 threshold=0.083325000000000024 0.12485500000000001 0.073890000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025329836388704436 -0.00035861050557338501 0.00063707172979716033 -0.00079679990688536785 leaf_weight=211.48293379321694 166.99933518841863 22.417309999465942 10.552510388195513 leaf_count=859 2088 75 61 internal_value=0 -0.000240466 0.000203015 internal_weight=0 189.417 222.035 internal_count=3083 2163 920 is_linear=0 shrinkage=0.000677075 Tree=848 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=66.8956 44.5203 36.8171 threshold=0.079600000000000018 -0.18817999999999999 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024094210602276087 0.00014298697842974286 -0.00016815109571763451 1.5464513164489393e-05 leaf_weight=99.092546060681343 46.766409851610661 189.42325192317367 146.60200336575508 leaf_count=334 207 2042 532 internal_value=0 -0.000106506 0.000106472 internal_weight=0 236.19 245.695 internal_count=3115 2249 866 is_linear=0 shrinkage=0.00028582 Tree=849 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=75.4622 53.9878 41.9642 threshold=0.094405000000000003 -0.097724999999999992 0.27420500000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.5761863691277494e-05 0.00012176985769037564 -0.0001842182067982831 -0.00018898648945130602 leaf_weight=56.202228419482708 211.06176515296102 175.83295252546668 30.730887699872255 leaf_count=276 806 1862 172 internal_value=0 -0.00011639 8.22048e-05 internal_weight=0 232.035 241.793 internal_count=3116 2138 978 is_linear=0 shrinkage=0.000248824 Tree=850 num_leaves=4 num_cat=0 split_feature=4 2 48 split_gain=47.0471 39.9965 34.3116 threshold=0.27044500000000005 0.090585000000000013 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004950359751192036 0.00075619031753906645 0.00011180389841379856 -0.0011286632994847209 leaf_weight=163.08728656731546 71.786083899438381 170.16200374625623 8.1607004702091199 leaf_count=1634 349 1090 31 internal_value=0 -0.000185241 0.000562481 internal_weight=0 333.249 79.9468 internal_count=3104 2724 380 is_linear=0 shrinkage=0.000875869 Tree=851 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=58.6543 62.4645 37.7736 threshold=0.10100500000000003 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016485626315944219 -0.00023509650890885344 -0.00012165367462947053 0.00013984981107628819 leaf_weight=54.64555186778307 16.675998620688915 212.19218419864774 182.97864901274443 leaf_count=198 109 2095 677 internal_value=0 -6.29349e-05 0.000108418 internal_weight=0 266.838 199.655 internal_count=3079 2293 786 is_linear=0 shrinkage=0.000239162 Tree=852 num_leaves=4 num_cat=0 split_feature=52 52 1447 split_gain=38.1855 38.4477 6.13665 threshold=0.18043000000000001 -0.42985499999999993 -0.08397499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00093147096758337605 0.00017448881782375402 0.0001551604827256911 -0.0009982214473874566 leaf_weight=27.92551532573998 3.9553295113146296 355.63186947442591 33.079602874815464 leaf_count=295 33 2494 334 internal_value=0 7.57978e-05 -0.000872828 internal_weight=0 383.557 37.0349 internal_count=3156 2789 367 is_linear=0 shrinkage=0.000893386 Tree=853 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=61.3639 45.8867 40.7703 threshold=0.09450500000000002 -0.11550499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001275085816604294 -0.0003287122806841968 -0.00016704877481793081 0.00012008059091835719 leaf_weight=48.340713165700436 15.643353916704653 184.48816272616386 216.75747836008668 leaf_count=192 116 1940 827 internal_value=0 -0.00010586 8.97277e-05 internal_weight=0 232.829 232.401 internal_count=3075 2132 943 is_linear=0 shrinkage=0.000269335 Tree=854 num_leaves=4 num_cat=0 split_feature=12 1 47 split_gain=53.8674 47.3548 30.3769 threshold=0.083325000000000024 0.13084000000000004 0.077735000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.1622968004235958e-05 -0.00016198843841951519 0.00025119015786742588 -0.00014094904646862126 leaf_weight=182.80960401892662 231.10595346987247 18.453226946294308 47.801206581294537 leaf_count=732 2135 58 182 internal_value=0 -0.000131338 3.5442e-05 internal_weight=0 249.559 230.611 internal_count=3107 2193 914 is_linear=0 shrinkage=0.000248824 Tree=855 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=38.7885 44.8732 25.1609 threshold=0.10384000000000002 -0.11727499999999999 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046388226706079686 -0.00090916595242408109 -0.00042221271080492213 0.00038466750442008821 leaf_weight=50.559930853545666 11.395183581858872 201.96595625579357 144.31712386012077 leaf_count=207 84 2182 612 internal_value=0 -0.000244675 0.000289398 internal_weight=0 252.526 155.712 internal_count=3085 2389 696 is_linear=0 shrinkage=0.000841858 Tree=856 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=35.6861 37.5704 18.566 threshold=-0.0048899999999999994 0.16579500000000003 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00096508799670253767 0.00016827228297247232 -0.00082390087001964858 0.00068853752296255696 leaf_weight=35.139248169958591 341.40098332613707 29.264550343155861 5.4907114952802649 leaf_count=441 2300 289 19 internal_value=0 8.97137e-05 -0.00074034 internal_weight=0 370.666 40.63 internal_count=3049 2589 460 is_linear=0 shrinkage=0.000841858 Tree=857 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=68.3988 41.2667 22.021 threshold=0.27150500000000005 -0.24921999999999997 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023168638997065312 0.0002350585590796765 -8.4687774908471155e-05 -0.00016399035081526056 leaf_weight=29.940037615597248 81.570940680801868 343.33478461578488 10.37398526072502 leaf_count=96 327 2610 34 internal_value=0 -5.92498e-05 0.00018989 internal_weight=0 373.275 91.9449 internal_count=3067 2706 361 is_linear=0 shrinkage=0.000258876 Tree=858 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=61.944 49.4196 40.6794 threshold=0.099515000000000006 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014057344918181732 -0.00028393073347487399 -0.00015767051382107859 0.00013881544355331111 leaf_weight=52.213591039180756 18.758361507207155 211.29078328609467 192.37158024311066 leaf_count=205 121 2084 708 internal_value=0 -9.85386e-05 0.000101125 internal_weight=0 263.504 211.13 internal_count=3118 2289 829 is_linear=0 shrinkage=0.000274722 Tree=859 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=35.471 39.7002 30.3525 threshold=1.0000000180025095e-35 -0.10075499999999998 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034203976760662614 -0.00084662325399031198 -0.00027210869902277946 0.00074837759638614744 leaf_weight=89.151993673294783 8.6013273820281011 256.76339380629361 54.841159231960773 leaf_count=428 40 2390 233 internal_value=0 -0.000113766 0.000531022 internal_weight=0 345.915 63.4425 internal_count=3091 2818 273 is_linear=0 shrinkage=0.000793301 Tree=860 num_leaves=4 num_cat=0 split_feature=12 4 14 split_gain=62.5058 46.2577 26.1572 threshold=0.083325000000000024 0.15164000000000002 0.073890000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.1899533698827166e-05 -0.00015255052183162622 0.00012552369120580857 -0.00030405762572889577 leaf_weight=234.66766645386815 179.25162857025862 42.19376078248024 9.83963495492935 leaf_count=862 1991 175 55 internal_value=0 -9.95302e-05 7.58333e-05 internal_weight=0 221.445 244.507 internal_count=3083 2166 917 is_linear=0 shrinkage=0.000239162 Tree=861 num_leaves=4 num_cat=0 split_feature=1 0 14 split_gain=41.8528 57.5526 36.0598 threshold=1.0000000180025095e-35 -0.059114999999999994 0.077685000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00073771647062136471 0.00020877220293873971 0.00046394047138995342 -0.0010581941933772627 leaf_weight=85.171532405540347 282.77751704677939 33.522373877465725 14.163800358772276 leaf_count=1418 1423 159 95 internal_value=0 -0.000398219 0.000147963 internal_weight=0 118.694 296.941 internal_count=3095 1577 1518 is_linear=0 shrinkage=0.000777746 Tree=862 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=62.312 54.7043 26.1 threshold=0.27608500000000008 -0.24426999999999996 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031385533524814021 0.00027385693864959105 -9.9797522139967554e-05 -0.00021968914726991389 leaf_weight=30.745040617883205 77.096440799534321 337.57922800630331 10.715441852807997 leaf_count=93 308 2658 36 internal_value=0 -6.51839e-05 0.000213428 internal_weight=0 368.324 87.8119 internal_count=3095 2751 344 is_linear=0 shrinkage=0.000297367 Tree=863 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=59.4654 50.0438 46.7987 threshold=0.076845000000000011 -0.044489999999999995 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022992251103388743 -5.4552543949694525e-06 0.0001497797623350093 0.00021775425814472149 leaf_weight=106.06952610239387 238.4743226096034 28.238835729658604 80.961169466376305 leaf_count=1498 1194 100 299 internal_value=0 -0.00015003 5.11738e-05 internal_weight=0 134.308 319.435 internal_count=3091 1598 1493 is_linear=0 shrinkage=0.0002538 Tree=864 num_leaves=4 num_cat=0 split_feature=13 39 2 split_gain=35.7765 35.5473 3.11404 threshold=-0.24426999999999996 0.0047850000000000011 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010344178109278697 -0.00018256089117203532 0.00037545537561211841 0.00055957127403093079 leaf_weight=11.470378905534742 292.03539642132819 81.507934026420116 25.414626225829124 leaf_count=45 2564 332 113 internal_value=0 -6.07246e-05 0.000709921 internal_weight=0 373.543 36.885 internal_count=3054 2896 158 is_linear=0 shrinkage=0.000747545 Tree=865 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=56.3265 45.1276 21.185 threshold=0.29587000000000002 0.083325000000000024 0.11650000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6742493569758761e-05 0.00023408057976838332 -0.00012498477116520891 -0.00016739252628936841 leaf_weight=184.72471003234386 70.966491043567657 194.29087484255433 9.1091714203357679 leaf_count=655 287 2097 31 internal_value=0 -4.12992e-05 0.00018824 internal_weight=0 379.016 80.0757 internal_count=3070 2752 318 is_linear=0 shrinkage=0.000248824 Tree=866 num_leaves=4 num_cat=0 split_feature=4 49 151 split_gain=45.9272 37.2336 14.3225 threshold=0.27150500000000005 -0.047409999999999994 -0.11378499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002648188896857341 -0.00045107759964858977 -0.00028896199535464627 0.00059487934153091551 leaf_weight=88.159609708935022 7.7612857371568671 249.6445022020489 67.867414277046919 leaf_count=357 30 2374 326 internal_value=0 -0.000144397 0.000487031 internal_weight=0 337.804 75.6287 internal_count=3087 2731 356 is_linear=0 shrinkage=0.000732888 Tree=867 num_leaves=4 num_cat=0 split_feature=52 0 2 split_gain=35.6885 41.2902 0.793487 threshold=-0.42985499999999993 -0.060269999999999997 0.11732500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0008342646442313932 -7.618675162625942e-05 0.00043985122641117941 -0.00042325925496244048 leaf_weight=22.880213355645541 283.33173825405538 105.4999136030674 3.0004863440990439 leaf_count=257 2373 427 33 internal_value=0 6.39138e-05 -0.000788643 internal_weight=0 388.832 25.8807 internal_count=3090 2800 290 is_linear=0 shrinkage=0.000704429 Tree=868 num_leaves=4 num_cat=0 split_feature=0 1 16 split_gain=38.3854 63.8773 50.223 threshold=-0.061689999999999988 1.0000000180025095e-35 0.26799500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00080271462298053267 0.0007369616875480278 9.3213488139236948e-05 -0.00047032704142386676 leaf_weight=82.471146430820227 91.409764857962728 202.64864649996161 35.082853533327579 leaf_count=1405 367 1106 205 internal_value=0 -0.000166148 0.000401999 internal_weight=0 285.12 126.493 internal_count=3083 2511 572 is_linear=0 shrinkage=0.000858695 Tree=869 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=65.4248 43.5109 26.4844 threshold=0.081135000000000013 0.17888000000000001 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010581737374971334 -0.00012338116366574417 0.00011061026941752908 -9.1612111906333582e-05 leaf_weight=200.54303361475468 184.83592038229108 42.242322150617838 34.4330013692379 leaf_count=718 2055 166 138 internal_value=0 -7.98198e-05 7.68565e-05 internal_weight=0 227.078 234.976 internal_count=3077 2221 856 is_linear=0 shrinkage=0.000208205 Tree=870 num_leaves=4 num_cat=0 split_feature=4 457 49 split_gain=40.4694 33.2694 15.394 threshold=0.27150500000000005 0.069705000000000003 0.17990500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020245104571426183 0.000605798362515786 0.00043474582347832551 -0.00048451014382522615 leaf_weight=285.47268571890891 70.605798713862896 54.426100146025419 7.9780070111155501 leaf_count=2510 345 229 29 internal_value=0 -0.000100311 0.000494576 internal_weight=0 339.899 78.5838 internal_count=3113 2739 374 is_linear=0 shrinkage=0.000747545 Tree=871 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=75.1509 51.4198 32.6128 threshold=0.10437000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013507288474770722 0.00019036573952820843 -0.00013808421087764717 -5.99702686015445e-05 leaf_weight=57.333474695682526 136.73704168200493 235.75223682820797 46.743491277098656 leaf_count=234 514 2161 186 internal_value=0 -8.4618e-05 0.000126592 internal_weight=0 293.086 183.481 internal_count=3095 2395 700 is_linear=0 shrinkage=0.000258876 Tree=872 num_leaves=4 num_cat=0 split_feature=42 484 132 split_gain=36.9676 43.3747 27.2698 threshold=-1.0000000180025095e-35 -0.0048899999999999994 0.081055000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00088710555152439604 -0.00077826409004043071 0.00023146497357666394 0.00029026550411975576 leaf_weight=56.852916723117232 38.173680856823921 300.20026389881968 21.612420553341508 leaf_count=678 443 1856 151 internal_value=0 0.000117333 -0.00056286 internal_weight=0 338.374 78.4653 internal_count=3128 2299 829 is_linear=0 shrinkage=0.000893386 Tree=873 num_leaves=4 num_cat=0 split_feature=1 12 4 split_gain=69.0668 53.1245 28.0024 threshold=0.088975000000000012 0.087045000000000025 -0.15409499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.5533149703594923e-05 0.00015040730745316671 -9.5033483265226579e-05 -0.00019144304219711249 leaf_weight=37.036156326532364 186.70302614197135 91.562048655003309 145.54148351401091 leaf_count=144 674 549 1748 internal_value=0 6.96402e-05 -0.000139307 internal_weight=0 278.265 182.578 internal_count=3115 1223 1892 is_linear=0 shrinkage=0.000264054 Tree=874 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=35.5473 45.5094 34.1722 threshold=0.10100500000000003 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040620132601509418 -0.0007758571277221842 -0.00035158894081867585 0.00030420459425788306 leaf_weight=47.174333170056343 15.194682125002144 188.47109130769968 160.65021762624383 leaf_count=195 116 2100 680 internal_value=0 -0.000199765 0.000210443 internal_weight=0 235.645 175.845 internal_count=3091 2295 796 is_linear=0 shrinkage=0.000690616 Tree=875 num_leaves=4 num_cat=0 split_feature=3 40 12 split_gain=34.2488 41.1862 6.14299 threshold=0.17769000000000004 -0.078179999999999986 -0.052409999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055414003995574233 0.00030060935841372499 -0.00018295629034608955 0.00096830068091310678 leaf_weight=50.985213600099087 13.091942615807055 320.60141713172197 21.10675210505724 leaf_count=208 70 2700 86 internal_value=0 -8.16832e-05 0.00071451 internal_weight=0 371.587 34.1987 internal_count=3064 2908 156 is_linear=0 shrinkage=0.000762496 Tree=876 num_leaves=4 num_cat=0 split_feature=484 42 123 split_gain=35.4334 38.6712 12.3145 threshold=-0.0048899999999999994 -1.0000000180025095e-35 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00085992797544966258 -0.00045576124014203473 0.00020878818160783189 0.00073506226384930328 leaf_weight=36.479490887373686 71.069009708240628 294.64778386056423 3.385504111647605 leaf_count=472 762 1835 12 internal_value=0 7.95477e-05 -0.000722795 internal_weight=0 365.717 39.865 internal_count=3081 2597 484 is_linear=0 shrinkage=0.000809167 Tree=877 num_leaves=4 num_cat=0 split_feature=15 52 4 split_gain=41.4068 33.396 26.512 threshold=0.079530000000000017 -0.42985499999999993 0.15164000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00072781335003473525 -0.00059791498453451908 0.00018190574029943083 0.00087738726492903778 leaf_weight=23.158753791823983 72.90439872443676 316.34245745651424 7.0881320200860491 leaf_count=259 1126 1720 39 internal_value=0 0.000119631 -0.000466145 internal_weight=0 339.501 79.9925 internal_count=3144 1979 1165 is_linear=0 shrinkage=0.000732888 Tree=878 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=69.6261 54.3357 38.9809 threshold=0.088975000000000012 -0.10075499999999998 0.087045000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011830232003847014 0.00016270476691880058 -0.00021612575992471266 -5.660305175329221e-05 leaf_weight=49.583932138979435 179.76223556697369 139.97519283741713 92.618489131331444 leaf_count=235 651 1665 561 internal_value=0 -0.00012863 8.81402e-05 internal_weight=0 189.559 272.381 internal_count=3112 1900 1212 is_linear=0 shrinkage=0.000274722 Tree=879 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=37.8997 38.9695 17.4088 threshold=-1.0000000180025095e-35 -0.42985499999999993 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00097934933455810303 -0.00098793830217062473 0.00016449238508486877 0.00060308602037408259 leaf_weight=35.265538804233074 22.041045013815165 339.47899033688009 5.6471847146749488 leaf_count=476 248 2344 22 internal_value=0 9.39472e-05 -0.000759876 internal_weight=0 361.52 40.9127 internal_count=3090 2592 498 is_linear=0 shrinkage=0.000841858 Tree=880 num_leaves=4 num_cat=0 split_feature=13 0 13 split_gain=37.659 32.9616 8.90246 threshold=-0.23438999999999996 -0.061889999999999994 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.5794222285585856e-05 -0.00021850656272917723 0.00026127440582691589 0.00088240968638661889 leaf_weight=8.6276242434978467 254.48745830543339 110.09779225103557 29.456939063966274 leaf_count=39 2403 541 129 internal_value=0 -7.35861e-05 0.000691286 internal_weight=0 364.585 38.0846 internal_count=3112 2944 168 is_linear=0 shrinkage=0.000732888 Tree=881 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=60.9104 38.989 31.5036 threshold=0.083325000000000024 -0.030749999999999996 0.082805000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000121790073009594 0.00012524540076921394 -0.00016426802313301432 -0.00028509533677943032 leaf_weight=224.76123219355941 44.019169881939888 171.92124131694436 15.236455906182526 leaf_count=834 182 2003 90 internal_value=0 -0.000105217 9.58377e-05 internal_weight=0 215.94 239.998 internal_count=3109 2185 924 is_linear=0 shrinkage=0.000274722 Tree=882 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=70.5832 42.7692 13.2766 threshold=0.28122000000000008 0.080020000000000022 0.118025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8787068399769958e-05 0.00024197403139283603 -0.00013709360301287536 -8.1461286357938092e-05 leaf_weight=174.1048609316349 75.992284715175629 197.85956484824419 9.521082326769827 leaf_count=592 308 2162 30 internal_value=0 -5.47825e-05 0.000205903 internal_weight=0 371.964 85.5134 internal_count=3092 2754 338 is_linear=0 shrinkage=0.000258876 Tree=883 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=74.4483 47.6219 30.569 threshold=0.10384000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014854608761570554 0.00021957167738626126 -0.00016140602594910545 -5.9978599640304114e-05 leaf_weight=54.670203991234303 132.65769597142935 219.49547246284783 46.72065768763423 leaf_count=221 521 2149 183 internal_value=0 -9.95644e-05 0.000146768 internal_weight=0 274.166 179.378 internal_count=3074 2370 704 is_linear=0 shrinkage=0.000297367 Tree=884 num_leaves=4 num_cat=0 split_feature=12 16 3 split_gain=50.6544 41.8844 35.3769 threshold=0.079600000000000018 0.099280000000000021 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012727124619049562 -0.0001144533585817298 -0.0001778249296499021 0.00037717737371368036 leaf_weight=196.45590615272522 214.19230810925364 35.518566884100437 10.171872079372404 leaf_count=702 2195 149 29 internal_value=0 8.04935e-05 -9.19876e-05 internal_weight=0 231.974 224.364 internal_count=3075 851 2224 is_linear=0 shrinkage=0.000258876 Tree=885 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=66.7993 52.5363 39.0309 threshold=0.085880000000000026 0.086425000000000016 -0.060024999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002049031751614017 0.00012050512117502552 -0.0001421022909104444 7.5033268480255698e-05 leaf_weight=124.75176926329732 239.51071197167039 61.608124926686287 43.110778771340847 leaf_count=1559 1055 300 197 internal_value=0 6.67435e-05 -0.000133007 internal_weight=0 301.119 167.863 internal_count=3111 1355 1756 is_linear=0 shrinkage=0.0002538 Tree=886 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=57.7391 41.6792 32.1677 threshold=0.28122000000000008 0.083325000000000024 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.524311262320712e-05 0.00026660755738748619 -0.00014608171904344517 -0.00030557347147986932 leaf_weight=181.85368239507079 77.042844101786613 190.21211460605264 8.8650846183300001 leaf_count=664 317 2088 32 internal_value=0 -5.25829e-05 0.000207242 internal_weight=0 372.066 85.9079 internal_count=3101 2752 349 is_linear=0 shrinkage=0.00028582 Tree=887 num_leaves=4 num_cat=0 split_feature=52 52 47 split_gain=35.8364 43.672 4.56805 threshold=-0.32783999999999996 -0.048794999999999991 0.11646500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00083793081733816847 0.00040734352773917561 -0.00011021032548808552 -8.1772794870473657e-05 leaf_weight=27.331510622054338 126.89206554926932 249.48451030813158 4.8844554536044589 leaf_count=298 623 2119 40 internal_value=0 6.43477e-05 -0.000723965 internal_weight=0 376.377 32.216 internal_count=3080 2742 338 is_linear=0 shrinkage=0.000718517 Tree=888 num_leaves=4 num_cat=0 split_feature=15 4 160 split_gain=39.2624 38.1889 29.3358 threshold=0.082805000000000004 0.15164000000000002 -0.25833999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00082069158014369883 -0.00064539173003378466 0.00097249228300350619 0.00012110278271076006 leaf_weight=15.816823225468395 64.064690953120589 7.3665877543389788 315.19570940174162 leaf_count=154 1066 36 1817 internal_value=0 -0.000477281 7.58386e-05 internal_weight=0 71.4313 331.013 internal_count=3073 1102 1971 is_linear=0 shrinkage=0.000677075 Tree=889 num_leaves=4 num_cat=0 split_feature=147 123 157 split_gain=33.1332 35.6726 8.27574 threshold=0.087265000000000023 1.0000000180025095e-35 -0.063794999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015568792660299109 0.001118771315614078 0.00045130635750085911 0.00040397309914294506 leaf_weight=312.72552300430834 10.857618048787115 54.06524071097374 26.967772420495749 leaf_count=2685 22 235 123 internal_value=0 -6.61061e-05 0.000611849 internal_weight=0 366.791 37.8254 internal_count=3065 2920 145 is_linear=0 shrinkage=0.000690616 Tree=890 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=57.5622 42.863 33.9733 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014803946832855843 0.00019342695926140524 -0.00015034197963327057 -9.5899805954478677e-05 leaf_weight=53.008133724331856 145.05826230347157 214.55125087499619 47.596414666622877 leaf_count=207 578 2086 201 internal_value=0 -9.11903e-05 0.000121933 internal_weight=0 267.559 192.655 internal_count=3072 2293 779 is_linear=0 shrinkage=0.000297367 Tree=891 num_leaves=4 num_cat=0 split_feature=52 0 1 split_gain=36.9029 51.9615 8.40582 threshold=-0.24600999999999998 -0.060269999999999997 0.12937500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0008376733464240104 -9.8765773364144514e-05 0.00050984946176735704 0.00025282284247706179 leaf_weight=30.796531489118934 273.69383660145104 98.356645453721285 4.0866920724511138 leaf_count=339 2336 396 17 internal_value=0 6.2235e-05 -0.000709518 internal_weight=0 372.05 34.8832 internal_count=3088 2732 356 is_linear=0 shrinkage=0.000718517 Tree=892 num_leaves=4 num_cat=0 split_feature=1 3 484 split_gain=44.9808 40.2064 38.64 threshold=0.076845000000000011 -0.10075499999999998 -0.0048899999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00059111385948672863 -0.00097536121419153159 -0.00088604621437424419 0.0002915753217259732 leaf_weight=23.467830803245306 26.812514131888747 89.528653409332037 256.68295458331704 leaf_count=131 185 1406 1287 internal_value=0 -0.000578979 0.000171413 internal_weight=0 112.996 283.495 internal_count=3009 1537 1472 is_linear=0 shrinkage=0.0010061 Tree=893 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=69.6576 33.1847 27.8961 threshold=0.10504000000000001 1.0000000180025095e-35 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.1658097357290587e-05 0.00017219360579145163 0.00031919666457827311 -4.6474993590623327e-05 leaf_weight=277.20902463421226 130.08878768235445 11.611888483166693 44.814762875437737 leaf_count=2436 500 30 184 internal_value=0 -7.50226e-05 0.000116171 internal_weight=0 288.821 174.904 internal_count=3150 2466 684 is_linear=0 shrinkage=0.000239162 Tree=894 num_leaves=4 num_cat=0 split_feature=15 52 13 split_gain=56.624 44.2606 22.4922 threshold=0.078925000000000009 -0.24600999999999998 0.14307000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002399114838902032 -0.00024010950636358937 6.920148021714497e-05 0.00014045701887766552 leaf_weight=34.131741747260094 77.563611518591642 332.26080892980099 11.942911610007284 leaf_count=324 1053 1614 78 internal_value=0 4.03412e-05 -0.000189218 internal_weight=0 366.393 89.5065 internal_count=3069 1938 1131 is_linear=0 shrinkage=0.000258876 Tree=895 num_leaves=4 num_cat=0 split_feature=0 3 4 split_gain=34.4529 54.1554 52.9418 threshold=-0.061689999999999988 -0.033959999999999997 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052424660373514892 -0.00068923622806379829 0.00024205763027899526 0.00068200706831792076 leaf_weight=147.04106117412448 27.341314144432545 136.16503495723009 101.39052071422338 leaf_count=1961 153 561 433 internal_value=0 -0.000155859 0.000390423 internal_weight=0 283.206 128.732 internal_count=3108 2522 586 is_linear=0 shrinkage=0.000875869 Tree=896 num_leaves=4 num_cat=0 split_feature=1 0 155 split_gain=37.4546 28.0428 25.2618 threshold=0.10100500000000003 -0.11471499999999998 0.11140500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024451504976569189 0.0003293725313552599 -0.00036651939386665673 -0.0010180159099805279 leaf_weight=58.316415216773748 158.98495453596115 172.9606609325856 8.4162349775433523 leaf_count=244 695 2067 69 internal_value=0 -0.000212404 0.000260996 internal_weight=0 231.277 167.401 internal_count=3075 2311 764 is_linear=0 shrinkage=0.000762496 Tree=897 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=54.8414 50.0751 32.0298 threshold=0.09450500000000002 -0.32783999999999996 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010434166805702759 -0.00034013809856569416 0.00011804303344447063 -0.00015103775121553918 leaf_weight=42.120218887925148 17.966770976781845 208.20624612271786 181.4015002027154 leaf_count=179 135 816 1951 internal_value=0 8.14957e-05 -0.000102886 internal_weight=0 226.173 223.522 internal_count=3081 951 2130 is_linear=0 shrinkage=0.000264054 Tree=898 num_leaves=4 num_cat=0 split_feature=4 42 48 split_gain=38.3507 35.474 21.8844 threshold=0.28122000000000008 -1.0000000180025095e-35 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062622094212439979 0.00067378217727342786 1.7475757077698219e-05 -0.0007099033756319342 leaf_weight=66.94853593967855 65.468258112668991 274.09226952306926 7.9878314435482016 leaf_count=797 320 1991 30 internal_value=0 -0.00010905 0.000522465 internal_weight=0 341.041 73.4561 internal_count=3138 2788 350 is_linear=0 shrinkage=0.000793301 Tree=899 num_leaves=4 num_cat=0 split_feature=4 12 151 split_gain=62.3992 50.5729 15.5974 threshold=0.27044500000000005 0.083325000000000024 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9887923435301254e-05 -0.00010340073897611258 -0.00012974349017064196 0.00020270347838019279 leaf_weight=183.03155745565891 9.8338177949190122 188.34407605603337 78.608728691935539 leaf_count=668 38 2062 317 internal_value=0 -4.61542e-05 0.00016858 internal_weight=0 371.376 88.4425 internal_count=3085 2730 355 is_linear=0 shrinkage=0.000229875 Tree=900 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=33.9117 48.062 35.67 threshold=1.0000000180025095e-35 -0.059114999999999994 0.077065000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00083525345501591372 0.00032344172796705344 0.00046596730722524982 -0.0004164630193513892 leaf_weight=78.845597382634878 220.30598078668118 33.517070669680834 71.600127957761288 leaf_count=1384 1160 164 370 internal_value=0 -0.00044703 0.000141864 internal_weight=0 112.363 291.906 internal_count=3078 1548 1530 is_linear=0 shrinkage=0.000911254 Tree=901 num_leaves=4 num_cat=0 split_feature=484 15 147 split_gain=36.2003 37.3817 14.1297 threshold=-1.0000000180025095e-35 0.084580000000000016 0.087785000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00076720384833589323 0.00020781788423709945 -0.00042199678163203883 0.00087507366294307552 leaf_weight=37.896075781434774 302.58526067435741 63.647647008299828 3.0799976587295523 leaf_count=470 1701 902 17 internal_value=0 9.82668e-05 -0.000641713 internal_weight=0 366.233 40.9761 internal_count=3090 2603 487 is_linear=0 shrinkage=0.000747545 Tree=902 num_leaves=4 num_cat=0 split_feature=12 4 15 split_gain=62.5249 31.1984 27.7537 threshold=0.080020000000000022 0.27150500000000005 0.078925000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010205664094532167 -0.00014387847164288697 0.00015151895093074201 -0.00026240582866311377 leaf_weight=222.2713348865509 191.60064251162112 26.082432098686695 14.21972957998514 leaf_count=800 2151 91 70 internal_value=0 -0.000108425 8.00284e-05 internal_weight=0 217.683 236.491 internal_count=3112 2242 870 is_linear=0 shrinkage=0.0002538 Tree=903 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=51.6308 49.5637 30.6938 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013880666853242893 0.00015169404642208069 -0.00012376903418243672 -7.931052134907399e-05 leaf_weight=53.70905626565218 144.69076994806528 208.6084054056555 44.746702380478382 leaf_count=208 574 2128 193 internal_value=0 -6.99708e-05 9.71142e-05 internal_weight=0 262.317 189.437 internal_count=3103 2336 767 is_linear=0 shrinkage=0.000243945 Tree=904 num_leaves=4 num_cat=0 split_feature=1 0 40 split_gain=56.9329 48.5337 36.6805 threshold=0.088975000000000012 -0.060024999999999995 -0.012844999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018600898689507362 0.0002235059945617639 8.9467306845085123e-05 1.4116404766761678e-05 leaf_weight=134.503637900576 67.002280861139297 52.982241794466972 192.89461705833673 leaf_count=1718 256 226 919 internal_value=0 -0.000108154 6.81707e-05 internal_weight=0 187.486 259.897 internal_count=3119 1944 1175 is_linear=0 shrinkage=0.000243945 Tree=905 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=37.7474 34.5696 26.4197 threshold=0.10423500000000001 1.0000000180025095e-35 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025572516708903146 0.0004306958802894476 0.00097939940128911798 -0.0002410191132351266 leaf_weight=234.54673366807401 109.39874303713441 11.70180783420801 39.466328993439674 leaf_count=2364 509 32 175 internal_value=0 -0.000196613 0.000252567 internal_weight=0 246.249 148.865 internal_count=3080 2396 684 is_linear=0 shrinkage=0.000704429 Tree=906 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=59.3272 49.5831 12.1091 threshold=0.28122000000000008 0.079600000000000018 0.118025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6965966372965911e-05 0.00022522803747889746 -0.00013974317010931255 -9.3342265943413289e-05 leaf_weight=173.50144880264997 70.486989125609398 193.91987683065236 8.5631257295608503 leaf_count=586 301 2169 27 internal_value=0 -5.15891e-05 0.000190636 internal_weight=0 367.421 79.0501 internal_count=3083 2755 328 is_linear=0 shrinkage=0.0002538 Tree=907 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=58.449 44.6874 37.5536 threshold=0.09450500000000002 -0.072459999999999983 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020664516307773722 -0.00031694456430254766 3.9158677100834521e-05 9.55525491581673e-05 leaf_weight=188.35483599081635 18.131628185510635 79.266024556010962 191.72407418489456 leaf_count=1771 119 433 803 internal_value=0 -0.000133855 5.97626e-05 internal_weight=0 267.621 209.856 internal_count=3126 2204 922 is_linear=0 shrinkage=0.000274722 Tree=908 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=60.2212 46.1788 29.5834 threshold=0.083325000000000024 -0.24404999999999996 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020971456771790112 0.00014844999501596387 -0.0001664414074139022 1.5312091177276922e-05 leaf_weight=92.830766331404448 41.830440361052752 173.89396465942264 146.01133040338755 leaf_count=341 188 1962 565 internal_value=0 -0.000105336 9.09334e-05 internal_weight=0 215.724 238.842 internal_count=3056 2150 906 is_linear=0 shrinkage=0.000269335 Tree=909 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=60.6583 42.3751 31.3264 threshold=0.10100500000000003 -0.11550499999999998 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013248430625651967 -0.00025296747471987267 -0.00016539787882147644 0.0001530079080658429 leaf_weight=52.978390119969845 18.465044029057026 206.62894823029637 177.30358992516994 leaf_count=210 121 2112 680 internal_value=0 -0.000104578 0.000114593 internal_weight=0 259.607 195.769 internal_count=3123 2322 801 is_linear=0 shrinkage=0.000297367 Tree=910 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=66.1052 43.9672 38.6754 threshold=0.089825000000000002 -0.24600999999999998 -0.10075499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.4268909088446829e-05 -0.00023247005668651299 9.5006046981885604e-05 -0.00016730410766775279 leaf_weight=45.60530698671937 23.711460463702679 239.51754950731993 149.9929173309356 leaf_count=228 162 1003 1734 internal_value=0 6.5421e-05 -0.000110969 internal_weight=0 263.229 195.598 internal_count=3127 1165 1962 is_linear=0 shrinkage=0.000229875 Tree=911 num_leaves=4 num_cat=0 split_feature=1 40 4 split_gain=34.5616 38.1503 28.5973 threshold=1.0000000180025095e-35 -0.011859999999999997 -0.10092 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047113373831886155 0.00074516654459982207 -1.2446445862348692e-05 -0.00061486387514762104 leaf_weight=21.111981369554996 58.963159531354904 232.49122118577361 90.626446755602956 leaf_count=81 260 1268 1469 internal_value=0 0.000141051 -0.000409408 internal_weight=0 291.454 111.738 internal_count=3078 1528 1550 is_linear=0 shrinkage=0.000841858 Tree=912 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=76.5339 45.6277 34.818 threshold=0.10100500000000003 0.062580000000000011 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015215823989274245 0.00018103787384226268 0.0001980464512269015 -9.1008334894335157e-05 leaf_weight=227.59116360172629 152.10615527629852 31.929790519177914 46.231448248028755 leaf_count=2182 594 90 196 internal_value=0 -0.000109004 0.00011761 internal_weight=0 259.521 198.338 internal_count=3062 2272 790 is_linear=0 shrinkage=0.000274722 Tree=913 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=59.3425 46.1701 19.4533 threshold=0.27150500000000005 0.083325000000000024 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7884616539336895e-05 0.00022614780837682208 -0.00013616372825471751 -0.00017611619319626566 leaf_weight=178.32548899948597 82.352770708501339 187.06550886482 8.8467230796813947 leaf_count=643 342 2069 30 internal_value=0 -4.63536e-05 0.000186958 internal_weight=0 365.391 91.1995 internal_count=3084 2712 372 is_linear=0 shrinkage=0.000258876 Tree=914 num_leaves=4 num_cat=0 split_feature=12 13 43 split_gain=63.0039 43.6145 38.2629 threshold=0.023990000000000004 -0.10462499999999998 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023087076380348329 0.00014584417393951978 -0.00016221159424576636 4.9814444130296313e-06 leaf_weight=87.166505992412567 40.282958466559649 191.22103664651513 144.39817314594984 leaf_count=294 169 2097 535 internal_value=0 -0.000108564 9.00821e-05 internal_weight=0 231.504 231.565 internal_count=3095 2266 829 is_linear=0 shrinkage=0.000269335 Tree=915 num_leaves=4 num_cat=0 split_feature=160 403 3 split_gain=37.9542 37.2805 1.47559 threshold=-0.40187499999999993 -1.0000000180025095e-35 -0.013929999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089975303548536323 -0.00057984619646561121 0.00013583219287330314 -0.0014059853671397498 leaf_weight=15.657533273100855 50.452115062624216 340.47366997972131 5.150394655764102 leaf_count=223 705 2156 28 internal_value=0 4.33286e-05 -0.00103191 internal_weight=0 390.926 20.8079 internal_count=3112 2861 251 is_linear=0 shrinkage=0.000777746 Tree=916 num_leaves=4 num_cat=0 split_feature=1 457 4 split_gain=42.66 37.5934 8.06392 threshold=0.121715 0.069705000000000003 0.24099500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027855322281745602 0.00027580605260527536 0.00047492004368265465 0.00083099485095022624 leaf_weight=278.37969064712524 36.910387761890888 53.721144217997789 34.653939098119736 leaf_count=2495 128 234 197 internal_value=0 -0.000156551 0.000545526 internal_weight=0 332.101 71.5643 internal_count=3054 2729 325 is_linear=0 shrinkage=0.00082535 Tree=917 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=54.8507 36.6564 28.3616 threshold=0.27150500000000005 0.081135000000000013 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0095483561425583e-05 0.00023889303565298307 -0.00012890517457489581 -0.00022908191015807969 leaf_weight=170.68817503750324 77.423431374132633 187.89607846736908 10.130145519971846 leaf_count=591 332 2085 35 internal_value=0 -4.84725e-05 0.000184524 internal_weight=0 358.584 87.5536 internal_count=3043 2676 367 is_linear=0 shrinkage=0.000264054 Tree=918 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=69.9548 42.6107 16.1924 threshold=0.28122000000000008 0.083325000000000024 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9116227562856074e-05 0.00025648405366959575 -0.00014060822885337009 -8.2446129332549624e-05 leaf_weight=178.36031930148602 74.066443920135498 189.72234820760787 11.275357007980345 leaf_count=651 303 2071 37 internal_value=0 -5.35345e-05 0.000211655 internal_weight=0 368.083 85.3418 internal_count=3062 2722 340 is_linear=0 shrinkage=0.000264054 Tree=919 num_leaves=4 num_cat=0 split_feature=1 39 3 split_gain=67.2099 41.86 32.9343 threshold=0.086100000000000024 0.0047850000000000011 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018285264928332909 1.9933101832855173e-06 0.00023736994579103571 0.00035339853873339871 leaf_weight=157.51345517858863 211.47900938987732 77.966026470065117 9.0434504151344282 leaf_count=1742 1027 296 24 internal_value=0 6.54625e-05 -0.000153518 internal_weight=0 289.445 166.557 internal_count=3089 1323 1766 is_linear=0 shrinkage=0.000274722 Tree=920 num_leaves=4 num_cat=0 split_feature=123 50 43 split_gain=46.4643 39.155 10.1644 threshold=1.0000000180025095e-35 0.086370000000000016 -0.040754999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0952295163552668e-06 0.00028872743406310747 -0.00027177232026403706 1.8548929773011138e-05 leaf_weight=339.31349587440491 51.943101800978184 51.364833440631628 15.338144980370997 leaf_count=2318 202 531 59 internal_value=0 -3.48479e-05 0.000227268 internal_weight=0 390.678 67.2812 internal_count=3110 2849 261 is_linear=0 shrinkage=0.000291537 Tree=921 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=52.2392 47.2262 32.9673 threshold=0.10100500000000003 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001508117664017227 -0.00025239012933295701 -0.00013572680971668454 0.00013485712346872653 leaf_weight=49.221447974443436 16.738273493945599 214.55488070845604 170.50863568484783 leaf_count=190 117 2126 651 internal_value=0 -8.22166e-05 0.00010011 internal_weight=0 263.776 187.247 internal_count=3084 2316 768 is_linear=0 shrinkage=0.000264054 Tree=922 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=53.385 40.0168 35.9533 threshold=0.078515000000000015 -0.046739999999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020897039836063479 0.00011542676966198024 -0.00014171262331143835 6.0246205175942653e-06 leaf_weight=85.384891629219055 47.125771872699261 181.41854739934206 146.9382860660553 leaf_count=301 196 2089 544 internal_value=0 -8.866e-05 8.06773e-05 internal_weight=0 228.544 232.323 internal_count=3130 2285 845 is_linear=0 shrinkage=0.000248824 Tree=923 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=36.213 33.2498 15.4957 threshold=0.28122000000000008 0.080020000000000022 0.11904500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016129634824315733 0.00074379956738761873 -0.00042484716721765461 -0.0005911383233043727 leaf_weight=161.97118899226189 63.301874823868275 172.61039319634438 8.4374829232692701 leaf_count=575 309 2149 29 internal_value=0 -0.000141136 0.000586117 internal_weight=0 334.582 71.7394 internal_count=3062 2724 338 is_linear=0 shrinkage=0.000929479 Tree=924 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=38.1186 33.1298 22.1924 threshold=0.29587000000000002 0.048375000000000008 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025109378789810145 0.00070563028763019858 0.00060946972052898377 -0.00075709190168964471 leaf_weight=302.79417634941638 60.112316533923149 35.304669216275215 8.2801588773727399 leaf_count=2656 302 119 30 internal_value=0 -0.000161061 0.000527593 internal_weight=0 338.099 68.3925 internal_count=3107 2775 332 is_linear=0 shrinkage=0.000841858 Tree=925 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=60.7922 39.9129 25.5124 threshold=0.10423500000000001 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011830818978249246 0.00018487223006926284 -0.00014298542357417358 -5.9195252822240463e-05 leaf_weight=57.472947396337986 127.4637273773551 226.48668642155826 45.605711571872234 leaf_count=235 515 2186 185 internal_value=0 -9.00743e-05 0.000120561 internal_weight=0 283.96 173.069 internal_count=3121 2421 700 is_linear=0 shrinkage=0.000280216 Tree=926 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=55.9878 51.5165 37.2144 threshold=0.09450500000000002 -0.11550499999999998 0.09198000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014697410111825523 0.00011364906374549152 -0.0001482342480450936 -0.00032719982582227029 leaf_weight=47.962578505277634 221.08262932673097 183.23306152410805 12.955885984003542 leaf_count=186 871 1972 93 internal_value=0 -8.69504e-05 8.90998e-05 internal_weight=0 231.196 234.039 internal_count=3122 2158 964 is_linear=0 shrinkage=0.0002538 Tree=927 num_leaves=4 num_cat=0 split_feature=1 3 484 split_gain=60.214 37.0634 31.3201 threshold=0.10423500000000001 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8819723856120149e-05 -0.00020738926948579315 -0.00010909353178921754 0.00013013171969115722 leaf_weight=53.582222945988178 15.249748464673756 230.68566077202559 154.52307463437319 leaf_count=211 72 2176 606 internal_value=0 -6.98801e-05 9.96974e-05 internal_weight=0 284.268 169.773 internal_count=3065 2387 678 is_linear=0 shrinkage=0.000225367 Tree=928 num_leaves=4 num_cat=0 split_feature=1 15 51 split_gain=63.6625 41.5836 26.6166 threshold=0.10495000000000002 0.079530000000000017 -0.40548499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3643919411687954e-05 -0.00033953016054021138 -0.00026402959576610132 0.00015689831951243505 leaf_weight=218.97801354900002 8.8552163802087289 76.057717766612768 158.83453913033009 leaf_count=1324 47 1092 616 internal_value=0 -8.569e-05 0.000130474 internal_weight=0 295.036 167.69 internal_count=3079 2416 663 is_linear=0 shrinkage=0.000280216 Tree=929 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=55.5673 42.0619 27.1774 threshold=0.10384000000000002 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001336858903428855 -0.00025541846297080122 -0.00013129879867173374 0.00014755322967142473 leaf_weight=56.475371025502682 13.563531272113321 224.98414220102131 166.93277901411057 leaf_count=222 88 2174 640 internal_value=0 -7.80971e-05 0.000117132 internal_weight=0 281.46 180.496 internal_count=3124 2396 728 is_linear=0 shrinkage=0.000274722 Tree=930 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=53.6597 48.0602 30.6368 threshold=0.079600000000000018 -0.17157499999999998 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011848126262569149 0.00013454790081583211 -0.00015292072496172441 -0.00014391514689154482 leaf_weight=199.90873964875937 47.316170927137136 178.42617991939187 33.359109982848167 leaf_count=718 210 2030 136 internal_value=0 -9.26297e-05 8.09055e-05 internal_weight=0 225.742 233.268 internal_count=3094 2240 854 is_linear=0 shrinkage=0.0002538 Tree=931 num_leaves=4 num_cat=0 split_feature=15 160 40 split_gain=48.7136 33.8694 25.1153 threshold=0.084050000000000014 -0.25833999999999996 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00090517104702108068 0.0007300293144158165 0.00011680108849250061 -0.00065561435591839393 leaf_weight=14.837065156549214 6.2344761192798606 323.80676076002419 64.689159709960222 leaf_count=141 15 1891 1037 internal_value=0 7.17408e-05 -0.000532852 internal_weight=0 338.644 70.9236 internal_count=3084 2032 1052 is_linear=0 shrinkage=0.000663799 Tree=932 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=63.745 42.3676 35.5017 threshold=0.099115000000000023 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015265723171663519 -0.00028210122176235608 -0.0001546586361234425 0.00015906697212835633 leaf_weight=46.712046019732952 16.820473957806826 205.53496558405459 184.79999703168869 leaf_count=187 116 2085 692 internal_value=0 -9.77063e-05 0.000122126 internal_weight=0 252.247 201.62 internal_count=3080 2272 808 is_linear=0 shrinkage=0.000291537 Tree=933 num_leaves=4 num_cat=0 split_feature=3 123 12 split_gain=36.4067 37.1374 5.17426 threshold=0.17769000000000004 1.0000000180025095e-35 -0.052409999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000204775296471015 0.00042208508115477864 0.00059946037573348112 0.0011527487486181732 leaf_weight=315.47306610643864 12.887491360306738 56.05353407561779 22.188856534659863 leaf_count=2661 69 250 88 internal_value=0 -8.32934e-05 0.000886491 internal_weight=0 371.527 35.0763 internal_count=3068 2911 157 is_linear=0 shrinkage=0.000911254 Tree=934 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=43.001 37.7306 35.39 threshold=0.090740000000000015 -0.060024999999999995 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063278494908893652 -0.00093536847139718789 0.00029269579264964106 0.00030199579254872521 leaf_weight=131.01258193701506 20.067812655121088 47.964436557143927 215.31808741763234 leaf_count=1784 152 221 975 internal_value=0 -0.000384735 0.00019611 internal_weight=0 178.977 235.386 internal_count=3132 2005 1127 is_linear=0 shrinkage=0.000893386 Tree=935 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=38.4823 37.1901 25.3567 threshold=0.083325000000000024 0.10812000000000001 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045002568745834448 -0.00042105879523761153 0.0015058272789995133 -0.00051710934272270631 leaf_weight=185.99123427458107 178.91091855987906 10.63903111219406 32.09052936732769 leaf_count=768 2132 29 137 internal_value=0 -0.000312082 0.00030752 internal_weight=0 189.55 218.082 internal_count=3066 2161 905 is_linear=0 shrinkage=0.0010061 Tree=936 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=37.8947 37.1394 25.883 threshold=0.10100500000000003 -0.097724999999999992 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032122748002381691 0.00042337388725740405 -0.00038659062525813246 -0.00025139793755816846 leaf_weight=56.680005140602589 130.35427268594503 178.82184169813991 44.179543845355511 leaf_count=296 595 2020 196 internal_value=0 -0.000216163 0.000252518 internal_weight=0 235.502 174.534 internal_count=3107 2316 791 is_linear=0 shrinkage=0.000762496 Tree=937 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=37.3896 49.6018 31.7702 threshold=0.089825000000000002 -0.074179999999999982 0.081905000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060044711472252482 0.00040978545837704012 0.00034270227304661029 -0.00027866509274847588 leaf_weight=109.62007616460323 178.5395147614181 58.005755158141255 61.250768527388573 leaf_count=1503 869 401 288 internal_value=0 -0.000274066 0.000233883 internal_weight=0 167.626 239.79 internal_count=3061 1904 1157 is_linear=0 shrinkage=0.00082535 Tree=938 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=43.9955 38.8682 4.83508 threshold=0.18879500000000002 -0.32783999999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00087701843176796451 -0.0011025989503805854 0.00017718132940953792 1.3366643150431016e-05 leaf_weight=30.294900979846716 29.431299788877368 340.54353474825621 3.4588247984647742 leaf_count=327 334 2408 15 internal_value=0 9.08219e-05 -0.000985593 internal_weight=0 370.838 32.8901 internal_count=3084 2735 349 is_linear=0 shrinkage=0.000893386 Tree=939 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=55.0456 35.0923 28.4987 threshold=0.080020000000000022 -0.18817999999999999 0.16388500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011971230196804388 0.00011243744552281887 -0.00014843548232521523 -0.00015147886791911706 leaf_weight=197.11399888247252 42.831905167549849 177.25013495609164 29.809396810829639 leaf_count=721 200 2032 126 internal_value=0 -9.76336e-05 8.40306e-05 internal_weight=0 220.082 226.923 internal_count=3079 2232 847 is_linear=0 shrinkage=0.000258876 Tree=940 num_leaves=4 num_cat=0 split_feature=15 52 4 split_gain=36.5625 30.7218 25.1579 threshold=0.082805000000000004 -0.32783999999999996 0.15164000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00078812474294746361 -0.00079717326730516507 0.00019173265697894541 0.0009613484047395419 leaf_weight=29.026686314493418 64.064116578549147 301.53122441284359 7.4552749358117572 leaf_count=316 1056 1678 37 internal_value=0 0.000105452 -0.000612647 internal_weight=0 330.558 71.5194 internal_count=3087 1994 1093 is_linear=0 shrinkage=0.000911254 Tree=941 num_leaves=4 num_cat=0 split_feature=484 160 150 split_gain=33.2609 34.9431 15.6303 threshold=-0.0048899999999999994 -0.25833999999999996 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00081305935488337235 -0.00087282890539445209 0.0001427548847295639 0.00057473503537601054 leaf_weight=36.262463562190533 20.778880096971989 344.87305491417646 5.3404788374900809 leaf_count=470 252 2328 20 internal_value=0 8.47928e-05 -0.000633847 internal_weight=0 365.652 41.6029 internal_count=3070 2580 490 is_linear=0 shrinkage=0.000762496 Tree=942 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=56.7274 42.7042 38.3069 threshold=0.10100500000000003 -0.12077499999999998 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011640222749627745 -0.00026067485016419232 -0.00012472792708598344 0.00012413703529473469 leaf_weight=51.984877914190292 16.046999089419842 217.17248154431581 176.30019138008356 leaf_count=203 121 2151 681 internal_value=0 -7.81272e-05 9.19003e-05 internal_weight=0 269.157 192.347 internal_count=3156 2354 802 is_linear=0 shrinkage=0.000239162 Tree=943 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=62.7944 41.495 26.4606 threshold=0.081135000000000013 -0.030749999999999996 0.13401500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011479666434166442 0.00010954600288274259 -0.00014361404618587028 -0.00010273670711256237 leaf_weight=203.78622660785913 44.683347053825855 173.54306623153389 36.109868638217449 leaf_count=726 187 2003 145 internal_value=0 -9.17482e-05 8.20202e-05 internal_weight=0 218.226 239.896 internal_count=3061 2190 871 is_linear=0 shrinkage=0.000234472 Tree=944 num_leaves=4 num_cat=0 split_feature=4 12 49 split_gain=61.2916 46.7343 16.7438 threshold=0.28122000000000008 0.080020000000000022 0.15555500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.052549047590399e-05 0.00019679063728178731 -0.00016436807846815474 -0.00018620339994600561 leaf_weight=167.11164263635874 67.480090111494064 217.84438207000494 7.803989201784133 leaf_count=593 321 2167 30 internal_value=0 -8.84648e-05 0.000156872 internal_weight=0 384.956 75.2841 internal_count=3111 2760 351 is_linear=0 shrinkage=0.000248824 Tree=945 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=35.8913 36.1443 5.49212 threshold=0.17769000000000004 0.0047850000000000011 -0.11980999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020526668261447017 0.00036754854684643959 0.00035169388649939053 0.00096076312642785712 leaf_weight=293.36626441963017 15.408965826034544 79.440447356551886 18.858010701835155 leaf_count=2604 78 336 77 internal_value=0 -8.65154e-05 0.000696076 internal_weight=0 372.807 34.267 internal_count=3095 2940 155 is_linear=0 shrinkage=0.000732888 Tree=946 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=64.9121 33.8615 31.3155 threshold=0.10100500000000003 0.082465000000000024 0.11456500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016524342445347516 0.00014722232710662813 -0.00012048973995214463 0.00025574415458040362 leaf_weight=268.84954827651381 122.40711688622832 50.198946997523308 13.933684244751928 leaf_count=2266 555 211 35 internal_value=0 6.93361e-05 -0.000144407 internal_weight=0 172.606 282.783 internal_count=3067 766 2301 is_linear=0 shrinkage=0.000274722 Tree=947 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=58.3716 40.4396 31.7561 threshold=0.040165000000000006 0.12485500000000001 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023867692950044566 -0.00013936919543107085 0.00024398592380522145 2.0689663161945772e-05 leaf_weight=83.682732224464417 204.80929835140705 24.050899967551231 140.45812652260065 leaf_count=295 2206 76 524 internal_value=0 -9.89828e-05 0.000102153 internal_weight=0 228.86 224.141 internal_count=3101 2282 819 is_linear=0 shrinkage=0.000280216 Tree=948 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=46.549 31.098 26.0788 threshold=0.081135000000000013 0.13062500000000002 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029094730541299741 -0.00033501831097374553 0.00061393822005030802 -0.00036240712597733059 leaf_weight=182.78114284202456 177.52238672971725 16.539598628878593 31.466859295964241 leaf_count=730 2172 56 133 internal_value=0 -0.000253833 0.000194849 internal_weight=0 194.062 214.248 internal_count=3091 2228 863 is_linear=0 shrinkage=0.000663799 Tree=949 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=60.1302 47.9615 18.6098 threshold=0.29587000000000002 0.048375000000000008 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011092081075532999 0.00026366704381067143 0.00023844454409924478 -0.00020006069023569036 leaf_weight=331.86331107467413 73.362032890319824 40.4630042091012 8.8470943719148618 leaf_count=2634 310 123 30 internal_value=0 -7.28928e-05 0.000213558 internal_weight=0 372.326 82.2091 internal_count=3097 2757 340 is_linear=0 shrinkage=0.000303315 Tree=950 num_leaves=4 num_cat=0 split_feature=123 1 133 split_gain=40.848 32.8687 19.0906 threshold=1.0000000180025095e-35 0.13662500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022897192888297505 -0.00063836837985621706 0.00072813661974556725 0.00081742797231033112 leaf_weight=315.91138950735331 7.5559021532535544 28.765377186238766 50.71684929728508 leaf_count=2691 35 123 228 internal_value=0 -0.000148885 0.000627801 internal_weight=0 344.677 58.2728 internal_count=3077 2814 263 is_linear=0 shrinkage=0.000858695 Tree=951 num_leaves=4 num_cat=0 split_feature=150 15 160 split_gain=35.7817 37.3288 28.5534 threshold=0.082085000000000019 -0.24269999999999997 -0.066494999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00064381045896370935 -0.00067805581889116039 -0.00029998658019259907 0.00070342116370425097 leaf_weight=39.891503654420376 14.786697730422018 267.59388960711658 75.155953451991081 leaf_count=214 121 2449 284 internal_value=0 -0.000177354 0.000475744 internal_weight=0 307.485 89.9427 internal_count=3068 2663 405 is_linear=0 shrinkage=0.000911254 Tree=952 num_leaves=4 num_cat=0 split_feature=130 484 123 split_gain=34.5235 31.8247 4.34757 threshold=1.0000000180025095e-35 -0.0048899999999999994 0.086155000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00059251852803351274 -0.00087012411652826664 0.00011315351190792206 3.7309877695225965e-05 leaf_weight=38.163831174373627 26.892742633819584 332.64011475816369 3.1586123704910269 leaf_count=455 401 2248 12 internal_value=0 4.03675e-05 -0.000774962 internal_weight=0 370.804 30.0514 internal_count=3116 2703 413 is_linear=0 shrinkage=0.000732888 Tree=953 num_leaves=4 num_cat=0 split_feature=4 123 48 split_gain=54.6541 46.5506 19.3022 threshold=0.27834500000000006 1.0000000180025095e-35 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.7416779617230112e-05 0.00025115825024147351 0.00020767804298311374 -0.00018962689031099618 leaf_weight=310.78325908444822 74.061825044453144 48.418382793664932 8.6358607560396177 leaf_count=2573 316 158 29 internal_value=0 -4.75873e-05 0.000204934 internal_weight=0 359.202 82.6977 internal_count=3076 2731 345 is_linear=0 shrinkage=0.000280216 Tree=954 num_leaves=4 num_cat=0 split_feature=12 2 13 split_gain=54.9643 33.8694 31.7842 threshold=0.081135000000000013 0.097360000000000016 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018026326794402231 -0.00017454634464411723 5.0671697357890519e-05 -1.4142459359333652e-05 leaf_weight=116.42096168547869 145.59826695360243 68.356101719662547 117.99794692546129 leaf_count=463 1727 491 411 internal_value=0 -0.000102603 8.24465e-05 internal_weight=0 213.954 234.419 internal_count=3092 2218 874 is_linear=0 shrinkage=0.000264054 Tree=955 num_leaves=4 num_cat=0 split_feature=15 160 13 split_gain=43.5229 33.6292 29.1797 threshold=0.079530000000000017 -0.25833999999999996 0.14307000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00097474829426883423 -0.00070948649915562087 0.00014495505114790042 0.00050162615650164446 leaf_weight=14.367951869964598 62.380842354148626 317.61096167005599 12.2067360766232 leaf_count=151 1046 1821 87 internal_value=0 9.61823e-05 -0.000510825 internal_weight=0 331.979 74.5876 internal_count=3105 1972 1133 is_linear=0 shrinkage=0.000718517 Tree=956 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=54.85 47.2368 30.8816 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014565905823608189 0.00017073694453625479 -0.0001732301470246093 -0.0001138147566396167 leaf_weight=51.251249425113201 141.04631031304598 205.30466724187136 44.226719956845045 leaf_count=205 587 2135 187 internal_value=0 -0.000109491 0.000102784 internal_weight=0 256.556 185.273 internal_count=3114 2340 774 is_linear=0 shrinkage=0.000297367 Tree=957 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=51.8833 48.8342 48.7317 threshold=0.085880000000000026 -0.060024999999999995 0.085865000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021526723173319367 0.00014850019332684404 0.00011653133822003034 -8.4432588887726351e-05 leaf_weight=114.04787630401552 192.22100649401546 44.725309751927853 98.4414345882833 leaf_count=1533 709 203 652 internal_value=0 -0.000121786 6.96085e-05 internal_weight=0 158.773 290.662 internal_count=3097 1736 1361 is_linear=0 shrinkage=0.000269335 Tree=958 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=46.6564 38.7168 31.8233 threshold=0.083325000000000024 -0.24404999999999996 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013649943153189859 0.00015656967638665552 -0.00014446140157448403 -0.00014918575503416174 leaf_weight=206.55378462001681 41.617805283516645 171.22046145237982 35.845736607909203 leaf_count=781 187 1972 147 internal_value=0 -8.55472e-05 9.42033e-05 internal_weight=0 212.838 242.4 internal_count=3087 2159 928 is_linear=0 shrinkage=0.000280216 Tree=959 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=67.1574 38.3221 33.8708 threshold=0.023990000000000004 0.17888000000000001 -0.042829999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022424182871910045 -0.00016398101244429446 0.00011137482828357654 1.2935032748718577e-05 leaf_weight=85.783339478075504 180.68219860270619 43.68894237652421 137.69093001633883 leaf_count=306 2049 178 518 internal_value=0 -0.000110336 9.41194e-05 internal_weight=0 224.371 223.474 internal_count=3051 2227 824 is_linear=0 shrinkage=0.000264054 Tree=960 num_leaves=4 num_cat=0 split_feature=484 3 123 split_gain=33.832 32.4283 14.0506 threshold=-1.0000000180025095e-35 -0.10643499999999999 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00078000422377498795 0.00046060192956748174 -6.8143399002695848e-05 0.0006890064303752086 leaf_weight=38.169206308200955 79.659134298563004 284.41418276913464 3.7630602270364752 leaf_count=474 332 2279 13 internal_value=0 4.7652e-05 -0.000646689 internal_weight=0 364.073 41.9323 internal_count=3098 2611 487 is_linear=0 shrinkage=0.000732888 Tree=961 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=35.4208 61.2369 33.6105 threshold=1.0000000180025095e-35 -0.074179999999999982 0.077065000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00086868948714576748 0.00029131762876983516 0.00035781428342776815 -0.00035575083208054645 leaf_weight=70.081880278885365 213.90219647996128 42.888729605823755 69.565928038209677 leaf_count=1213 1132 329 357 internal_value=0 -0.00040316 0.000132443 internal_weight=0 112.971 283.468 internal_count=3031 1542 1489 is_linear=0 shrinkage=0.000809167 Tree=962 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=32.9031 31.5337 22.8754 threshold=0.27150500000000005 0.048375000000000008 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018766080127790736 0.00052748119300698301 0.00050159526809405322 -0.00060382747810820052 leaf_weight=290.65768042393029 68.227262876927853 35.418066516518593 9.6447335332632047 leaf_count=2606 339 121 34 internal_value=0 -0.000112648 0.000386699 internal_weight=0 326.076 77.872 internal_count=3100 2727 373 is_linear=0 shrinkage=0.000690616 Tree=963 num_leaves=4 num_cat=0 split_feature=484 130 150 split_gain=45.6034 43.7583 11.9718 threshold=-0.0048899999999999994 1.0000000180025095e-35 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030270438253281445 5.2836705095390237e-05 -0.00028135904369931838 0.00014955457065615765 leaf_weight=40.854859383776784 378.84176410362124 30.614649347960949 4.6694764196872702 leaf_count=474 2223 367 18 internal_value=0 2.77791e-05 -0.000256063 internal_weight=0 409.456 45.5243 internal_count=3082 2590 492 is_linear=0 shrinkage=0.000269335 Tree=964 num_leaves=4 num_cat=0 split_feature=4 9 48 split_gain=41.4488 30.8696 26.4912 threshold=0.28122000000000008 -1.0000000180025095e-35 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00066554506728925427 0.00050829517193883272 -0.00015268676510963501 -0.00060783547346582225 leaf_weight=16.788486056029797 64.653510227799416 307.95798226632178 8.2443025857210142 leaf_count=55 320 2660 30 internal_value=0 -0.000110172 0.000381329 internal_weight=0 324.746 72.8978 internal_count=3065 2715 350 is_linear=0 shrinkage=0.000589434 Tree=965 num_leaves=4 num_cat=0 split_feature=403 484 3 split_gain=33.5347 31.0529 18.8804 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.10175499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024151007920400873 -0.00060504896131618406 0.00017969310347021197 -0.00090433753815487923 leaf_weight=13.045096311718224 38.418222701177001 316.63240259699523 38.729001272469759 leaf_count=76 416 1919 669 internal_value=0 9.46162e-05 -0.00061573 internal_weight=0 355.051 51.7741 internal_count=3080 2335 745 is_linear=0 shrinkage=0.00082535 Tree=966 num_leaves=4 num_cat=0 split_feature=159 52 147 split_gain=34.7857 33.2253 13.4842 threshold=-1.0000000180025095e-35 -0.42985499999999993 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00073524330465486178 -0.00073108893829553216 0.00014690707790519569 0.0007065422152973817 leaf_weight=39.491218540817499 24.767063984647393 333.29963868297637 3.73227884620428 leaf_count=488 278 2304 8 internal_value=0 8.59675e-05 -0.000609244 internal_weight=0 358.067 43.2235 internal_count=3078 2582 496 is_linear=0 shrinkage=0.000732888 Tree=967 num_leaves=4 num_cat=0 split_feature=13 4 0 split_gain=38.6584 35.6398 2.78111 threshold=-0.24426999999999996 0.27150500000000005 -0.11756999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047993532827337552 -0.00019057655685376183 0.00043143028856196128 0.00089886525619781144 leaf_weight=16.622238956391811 299.30771449580789 65.114974964410067 22.09954471886158 leaf_count=82 2634 308 84 internal_value=0 -7.93381e-05 0.000720932 internal_weight=0 364.423 38.7218 internal_count=3108 2942 166 is_linear=0 shrinkage=0.000762496 Tree=968 num_leaves=4 num_cat=0 split_feature=12 2 16 split_gain=49.7922 35.4625 29.8603 threshold=0.083325000000000024 0.097360000000000016 0.13401500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010779893481866088 -0.00017954280822272785 4.6272758516184291e-05 -0.00015346617112078681 leaf_weight=200.50927919894457 139.18294178508222 69.983118927106261 34.232933931052685 leaf_count=774 1679 505 144 internal_value=0 -0.000104005 6.96431e-05 internal_weight=0 209.166 234.742 internal_count=3102 2184 918 is_linear=0 shrinkage=0.000258876 Tree=969 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=56.4318 38.4023 29.8488 threshold=0.083325000000000024 0.12988000000000002 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011730661926222291 -0.0001472406083672863 0.00024184574943960621 -0.00013440471677743105 leaf_weight=203.83641473203897 187.99776071123779 19.421471998095512 39.056723169982433 leaf_count=784 2105 62 165 internal_value=0 -0.000110698 7.67887e-05 internal_weight=0 207.419 242.893 internal_count=3116 2167 949 is_linear=0 shrinkage=0.000264054 Tree=970 num_leaves=4 num_cat=0 split_feature=1 52 13 split_gain=68.5163 30.2725 24.7505 threshold=0.10100500000000003 -0.42985499999999993 -0.15325499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018485637697349485 -0.00030472556237857458 0.00013997286086187759 -0.00011472957801378037 leaf_weight=19.983007617294788 10.774043157696722 180.249786041677 231.59859725087881 leaf_count=65 89 694 2206 internal_value=0 0.000114727 -9.0862e-05 internal_weight=0 191.024 251.582 internal_count=3054 783 2271 is_linear=0 shrinkage=0.000258876 Tree=971 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=39.6004 35.1753 30.5299 threshold=0.023990000000000004 -0.097724999999999992 -0.042829999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00065492967420633199 0.00019725145551563353 -0.00048118076514811739 2.7522976636221844e-05 leaf_weight=73.253925524652004 72.668970208615065 126.69466287456453 130.14804539829493 leaf_count=294 403 1877 524 internal_value=0 -0.000233917 0.000253716 internal_weight=0 199.364 203.402 internal_count=3098 2280 818 is_linear=0 shrinkage=0.000777746 Tree=972 num_leaves=4 num_cat=0 split_feature=52 0 133 split_gain=32.5234 38.5633 2.44935 threshold=-0.41845999999999994 -0.060269999999999997 -0.14763999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.761580044607786e-05 -9.4982078227195561e-05 0.00049014646385017583 -0.00094018159397451346 leaf_weight=2.1530839465558556 273.62245251424611 100.8333704508841 24.125531142577529 leaf_count=17 2383 411 292 internal_value=0 6.26806e-05 -0.000866705 internal_weight=0 374.456 26.2786 internal_count=3103 2794 309 is_linear=0 shrinkage=0.000809167 Tree=973 num_leaves=4 num_cat=0 split_feature=150 15 1374 split_gain=39.7241 41.7715 19.8602 threshold=0.082085000000000019 -0.24269999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005828562741454562 0.00056698663681998586 -0.00029836091627860931 -0.00074129682571898506 leaf_weight=40.516855806112289 78.013826239854097 264.7175830565393 8.3191970027983171 leaf_count=216 325 2460 62 internal_value=0 -0.000181217 0.000440121 internal_weight=0 305.234 86.333 internal_count=3063 2676 387 is_linear=0 shrinkage=0.000809167 Tree=974 num_leaves=4 num_cat=0 split_feature=4 3 48 split_gain=53.6527 34.5177 30.4786 threshold=0.28122000000000008 0.17769000000000004 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011990758915023892 0.00021551941194242996 0.00023520929176869306 -0.00032134203818731633 leaf_weight=354.3865543436259 64.53260637819767 20.931783653795719 8.6034896820783597 leaf_count=2680 325 76 33 internal_value=0 -0.000100038 0.00015197 internal_weight=0 375.318 73.1361 internal_count=3114 2756 358 is_linear=0 shrinkage=0.000269335 Tree=975 num_leaves=4 num_cat=0 split_feature=15 52 3 split_gain=33.0143 31.4191 19.8041 threshold=0.084050000000000014 -0.32783999999999996 0.17769000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066128080730373708 -0.00057881170684975737 0.00015300995803134624 0.0012947454929349124 leaf_weight=28.901320373639464 64.989943647757173 303.24395065382123 3.2096857875585547 leaf_count=315 1037 1716 10 internal_value=0 8.19562e-05 -0.000488659 internal_weight=0 332.145 68.1996 internal_count=3078 2031 1047 is_linear=0 shrinkage=0.000747545 Tree=976 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=60.5967 40.6508 38.5325 threshold=0.023990000000000004 -0.030749999999999996 0.13401500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000150207701065405 0.00013554877709794346 -0.00016710010199170306 -0.00019282121992914922 leaf_weight=194.31848095357418 45.26422031596303 180.61183844320476 30.92135564237833 leaf_count=699 195 2078 133 internal_value=0 -0.000106414 0.000103044 internal_weight=0 225.876 225.24 internal_count=3105 2273 832 is_linear=0 shrinkage=0.00028582 Tree=977 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=33.297 30.6334 7.21337 threshold=-0.23438999999999996 0.0095750000000000019 -0.054684999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012545082358790923 -0.00022409987227410051 0.00036000815746781004 0.00092272259986909716 leaf_weight=10.322828762233256 282.40817337669432 74.127908252179623 26.767448209226131 leaf_count=59 2601 323 104 internal_value=0 -0.000102582 0.000701874 internal_weight=0 356.536 37.0903 internal_count=3087 2924 163 is_linear=0 shrinkage=0.000809167 Tree=978 num_leaves=4 num_cat=0 split_feature=123 130 133 split_gain=36.9747 32.258 14.2733 threshold=1.0000000180025095e-35 -0.068249999999999991 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051865220230757183 -0.00041087089110178115 -0.0001880253548072759 0.00056074149194890741 leaf_weight=29.931455586105585 7.2486457079648963 306.26494259387255 50.504604302346706 leaf_count=155 34 2681 230 internal_value=0 -0.000124958 0.000438235 internal_weight=0 336.196 57.7533 internal_count=3100 2836 264 is_linear=0 shrinkage=0.000650783 Tree=979 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=37.419 31.0136 30.3717 threshold=0.10100500000000003 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036083176700274375 0.00048529931907282834 -0.00042701982687878061 -0.00035162284375388594 leaf_weight=46.089939005672932 122.92315005511045 182.05688702501357 43.107201240956783 leaf_count=196 583 2128 200 internal_value=0 -0.00026776 0.000267915 internal_weight=0 228.147 166.03 internal_count=3107 2324 783 is_linear=0 shrinkage=0.000858695 Tree=980 num_leaves=4 num_cat=0 split_feature=4 52 48 split_gain=45.1451 39.9073 23.1105 threshold=0.27150500000000005 -0.048794999999999991 0.12264000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4978348459715031e-05 0.00017979574690563099 -0.00012483199020447885 -0.00022110495348178502 leaf_weight=150.98621043935418 73.600196413695812 199.07156037352979 8.7593729197978956 leaf_count=881 325 1839 30 internal_value=0 -5.59138e-05 0.000136916 internal_weight=0 350.058 82.3596 internal_count=3075 2720 355 is_linear=0 shrinkage=0.000234472 Tree=981 num_leaves=4 num_cat=0 split_feature=4 150 0 split_gain=28.8801 36.412 27.4273 threshold=0.27150500000000005 -1.0000000180025095e-35 -0.060269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027722893656497235 -0.0012473010450055712 0.00067308300106816313 0.00025598204756110515 leaf_weight=220.26946053095162 7.71774598956108 66.326901167631149 99.018011257052422 leaf_count=2262 34 329 454 internal_value=0 0.000471338 -0.000111837 internal_weight=0 74.0446 319.287 internal_count=3079 363 2716 is_linear=0 shrinkage=0.000841858 Tree=982 num_leaves=4 num_cat=0 split_feature=484 130 150 split_gain=29.6847 32.4829 15.138 threshold=-0.0048899999999999994 1.0000000180025095e-35 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00086785942463619742 0.00015507812213636879 -0.00081214385799590293 0.00069674302618147061 leaf_weight=33.830588167533278 333.21265059709549 25.348251273855567 4.7244484685361376 leaf_count=449 2259 370 18 internal_value=0 8.64688e-05 -0.000674674 internal_weight=0 358.561 38.555 internal_count=3096 2629 467 is_linear=0 shrinkage=0.00082535 Tree=983 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=42.7805 30.4765 30.3605 threshold=0.10100500000000003 -0.11550499999999998 0.09198000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010860710828148459 0.00011842982217090314 -0.0001166471362098484 -0.00033258417515552694 leaf_weight=50.035241715610027 171.21511258557439 204.21314851380885 10.516094170510767 leaf_count=208 689 2103 82 internal_value=0 -7.22896e-05 9.21426e-05 internal_weight=0 254.248 181.731 internal_count=3082 2311 771 is_linear=0 shrinkage=0.000258876 Tree=984 num_leaves=4 num_cat=0 split_feature=147 159 52 split_gain=32.6716 33.4124 12.5536 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.0064899999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010267125237019552 5.7961151663595239e-05 -6.5278628507892982e-05 0.001142337585359098 leaf_weight=39.642691649496555 16.858863975852728 304.99314491264522 26.997542355209589 leaf_count=506 93 2419 92 internal_value=0 -0.000176168 0.000726701 internal_weight=0 344.636 43.8564 internal_count=3110 2925 185 is_linear=0 shrinkage=0.00098637 Tree=985 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=33.2633 31.0384 8.94137 threshold=-1.0000000180025095e-35 -0.41845999999999994 0.11374000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043931943872580707 -0.0008061575266345984 0.00012971229448683231 -0.0012359255197288725 leaf_weight=28.916708948090672 24.920983677729964 317.39729850739241 13.595805671066044 leaf_count=376 290 2249 132 internal_value=0 6.13391e-05 -0.000696657 internal_weight=0 342.318 42.5125 internal_count=3047 2539 508 is_linear=0 shrinkage=0.000809167 Tree=986 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=47.4732 40.7629 26.0438 threshold=0.10495000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011895615483471207 0.00016858151862882338 -0.0001226740889646608 -5.7449865873798719e-05 leaf_weight=56.904634147882462 113.00350841879845 213.00839740969241 46.200958095490932 leaf_count=234 482 2155 192 internal_value=0 -7.1704e-05 0.000102993 internal_weight=0 269.913 159.204 internal_count=3063 2389 674 is_linear=0 shrinkage=0.0002538 Tree=987 num_leaves=4 num_cat=0 split_feature=15 52 4 split_gain=36.9361 32.5877 23.2594 threshold=0.082805000000000004 -0.41845999999999994 0.15164000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00072759947512903897 -0.00062767991277870464 0.00018268263208295825 0.00078374277101167554 leaf_weight=23.551250966265798 62.354166679084301 308.75764655135572 7.1898776032030574 leaf_count=287 1067 1736 39 internal_value=0 0.000117946 -0.000480733 internal_weight=0 332.309 69.544 internal_count=3129 2023 1106 is_linear=0 shrinkage=0.000747545 Tree=988 num_leaves=4 num_cat=0 split_feature=13 12 47 split_gain=32.656 34.2417 5.1147 threshold=-0.17030499999999998 0.081135000000000013 0.082465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00083756337361276881 0.00016367215919655607 -0.00032500018223727891 0.00015782102800538143 leaf_weight=30.753522895276546 186.73125636950135 174.43026222102344 9.0742964893579465 leaf_count=141 754 2193 33 internal_value=0 -7.23696e-05 0.000683569 internal_weight=0 361.162 39.8278 internal_count=3121 2947 174 is_linear=0 shrinkage=0.000793301 Tree=989 num_leaves=4 num_cat=0 split_feature=39 3 1 split_gain=38.5006 41.6352 32.9713 threshold=0.0047850000000000011 0.17769000000000004 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026134427237737103 -0.00052529903654537535 0.00078783438096890362 0.00066475813099613386 leaf_weight=272.35025514662266 17.672238156199455 24.867974475026131 67.86248192936182 leaf_count=2548 68 123 305 internal_value=0 -0.000173297 0.000418516 internal_weight=0 297.218 85.5347 internal_count=3044 2671 373 is_linear=0 shrinkage=0.000777746 Tree=990 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=54.1374 40.4671 26.2568 threshold=0.023990000000000004 0.15164000000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019683339575114292 -0.00016222161475854414 0.00011978772916298655 8.3646919011654424e-06 leaf_weight=78.714694894850254 171.3450105432421 42.479000870138407 133.3618184402585 leaf_count=300 2086 189 524 internal_value=0 -0.000106163 7.8384e-05 internal_weight=0 213.824 212.077 internal_count=3099 2275 824 is_linear=0 shrinkage=0.000258876 Tree=991 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=49.4425 32.2979 25.6685 threshold=0.29587000000000002 -0.24426999999999996 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020496303337095832 0.00022108043928245217 -6.7188005563391159e-05 -0.00023487232516431313 leaf_weight=29.349546059966087 71.247930698096752 323.24619039520621 8.4696621596813184 leaf_count=97 319 2633 30 internal_value=0 -4.44767e-05 0.000172376 internal_weight=0 352.596 79.7176 internal_count=3079 2730 349 is_linear=0 shrinkage=0.000248824 Tree=992 num_leaves=4 num_cat=0 split_feature=4 52 49 split_gain=42.4452 39.5252 19.0867 threshold=0.28122000000000008 -0.048794999999999991 0.13223500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3181391116319999e-05 0.00023354397148656332 -0.00012939649369864844 -0.00021768578629741486 leaf_weight=153.26330563426018 70.832853194326162 201.30727336555719 8.4964433535933477 leaf_count=874 315 1863 31 internal_value=0 -4.61609e-05 0.000184977 internal_weight=0 354.571 79.3293 internal_count=3083 2737 346 is_linear=0 shrinkage=0.00028582 Tree=993 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=33.2145 35.7609 26.5916 threshold=0.10100500000000003 -0.12077499999999998 0.11140500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045021729984601986 0.00034645646826774866 -0.00036371219922073374 -0.0010572953012600796 leaf_weight=43.823581214994192 160.48531798273325 180.80583680607378 9.2427365817129594 leaf_count=181 727 2121 80 internal_value=0 -0.000204775 0.000269367 internal_weight=0 224.629 169.728 internal_count=3109 2302 807 is_linear=0 shrinkage=0.000809167 Tree=994 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=50.9314 51.9636 26.1573 threshold=0.10100500000000003 -0.12077499999999998 0.09198000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014743380650419582 0.00011249177028630583 -0.00014195339494179915 -0.00029869415880157991 leaf_weight=49.393847264349461 172.63165736570954 207.63932047970593 10.469567231833933 leaf_count=189 700 2141 81 internal_value=0 -8.63021e-05 8.88123e-05 internal_weight=0 257.033 183.101 internal_count=3111 2330 781 is_linear=0 shrinkage=0.0002538 Tree=995 num_leaves=4 num_cat=0 split_feature=150 484 160 split_gain=31.0288 40.2359 19.6423 threshold=0.082085000000000019 0.07474500000000002 -0.066494999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021290763509238528 -0.00030727040181180806 0.00046598049501834295 0.00053537327808494462 leaf_weight=253.62649639882147 16.871085569262505 52.13027635216713 72.095935270190239 leaf_count=2379 123 299 283 internal_value=0 -9.70318e-05 0.000375395 internal_weight=0 305.757 88.967 internal_count=3084 2678 406 is_linear=0 shrinkage=0.000704429 Tree=996 num_leaves=4 num_cat=0 split_feature=15 52 40 split_gain=43.6396 37.1186 26.655 threshold=0.082805000000000004 -0.24600999999999998 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022348351627763142 0.00030242436073042684 5.7290402549928499e-05 -0.0002139663942038814 leaf_weight=31.963640425354242 6.6548389047384253 319.84067914634943 74.058128362521529 leaf_count=334 15 1634 1077 internal_value=0 3.17173e-05 -0.00017103 internal_weight=0 351.804 80.713 internal_count=3060 1968 1092 is_linear=0 shrinkage=0.000248824 Tree=997 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=56.0961 44.7218 30.404 threshold=0.092385000000000009 -0.11550499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015344074063475011 -0.00031555130083149238 -0.00019002100147504699 0.00012171916277940383 leaf_weight=41.863205969333649 14.956452988088129 166.72543407604098 211.34580344706774 leaf_count=171 122 1912 883 internal_value=0 -0.000121044 9.26779e-05 internal_weight=0 208.589 226.302 internal_count=3088 2083 1005 is_linear=0 shrinkage=0.000297367 Tree=998 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=32.6572 32.1346 6.10481 threshold=0.12313000000000002 0.084050000000000014 0.089945000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4139555076574009e-05 0.00070117517002977407 -0.00070295448563877148 0.00015407814388719866 leaf_weight=274.08955632150173 41.781623460352421 55.363403676077724 20.90232902765274 leaf_count=1781 221 1016 77 internal_value=0 -0.000130092 0.000519342 internal_weight=0 329.453 62.684 internal_count=3095 2797 298 is_linear=0 shrinkage=0.00082535 Tree=999 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=57.7371 40.8502 37.4063 threshold=0.09450500000000002 0.062580000000000011 -0.25491999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014073574523399999 -0.0002611832885299765 0.00018547377237763051 0.00011180697827482259 leaf_weight=195.80788630060852 18.095895081758499 26.950911581516266 194.77025221660733 leaf_count=2091 137 79 803 internal_value=0 -0.000101195 7.99782e-05 internal_weight=0 222.759 212.866 internal_count=3110 2170 940 is_linear=0 shrinkage=0.000248824 Tree=1000 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=60.0751 49.3764 34.4473 threshold=0.10113500000000002 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013148974480120093 -0.00028705082694747795 -0.00014929419849790036 0.00013630155889915834 leaf_weight=52.907563909888268 13.84563475102186 201.5902754906565 167.95648889243603 leaf_count=208 106 2102 663 internal_value=0 -9.08899e-05 0.000103903 internal_weight=0 254.498 181.802 internal_count=3079 2310 769 is_linear=0 shrinkage=0.000258876 Tree=1001 num_leaves=4 num_cat=0 split_feature=4 42 151 split_gain=33.9018 31.0308 11.278 threshold=0.28122000000000008 -1.0000000180025095e-35 -0.15661999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00065743447633132934 -0.0005222554805221015 3.413069293657776e-05 0.00072489266427724138 leaf_weight=67.75243685208261 6.6047410145401946 261.36024468950927 60.543130543082952 leaf_count=805 25 1966 311 internal_value=0 -0.000108413 0.000601557 internal_weight=0 329.113 67.1479 internal_count=3107 2771 336 is_linear=0 shrinkage=0.000911254 Tree=1002 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=53.594 32.6974 29.1602 threshold=0.094655000000000017 -0.11550499999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010807817925875238 2.7363469671020848e-05 -0.00013930102594806817 0.00023379814356036088 leaf_weight=44.730728659778833 146.65608967095613 177.96049950644374 66.63178863748908 leaf_count=187 654 2039 277 internal_value=0 -8.9582e-05 9.19431e-05 internal_weight=0 222.691 213.288 internal_count=3157 2226 931 is_linear=0 shrinkage=0.000258876 Tree=1003 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=31.5829 34.9944 25.746 threshold=1.0000000180025095e-35 -0.15325499999999995 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055362558683476923 -0.00092439113187511998 -0.00021272240759932209 0.00076320120276188207 leaf_weight=47.041500329971313 6.9221347719430915 291.62705211155117 50.137074939906597 leaf_count=203 33 2643 233 internal_value=0 -0.000106128 0.000557062 internal_weight=0 338.669 57.0592 internal_count=3112 2846 266 is_linear=0 shrinkage=0.00082535 Tree=1004 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=55.9017 42.0009 36.5981 threshold=0.088975000000000012 -0.15409499999999995 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010698769564429317 3.6494219585295099e-06 -0.0002269464798853108 0.00025568135200533401 leaf_weight=44.362533088773489 180.93171700462699 132.84626855514944 70.808844015002251 leaf_count=157 905 1740 296 internal_value=0 -0.000143334 7.46224e-05 internal_weight=0 177.209 251.741 internal_count=3098 1897 1201 is_linear=0 shrinkage=0.000297367 Tree=1005 num_leaves=4 num_cat=0 split_feature=1 16 484 split_gain=55.854 35.2022 24.1817 threshold=0.09450500000000002 0.13401500000000002 0.079155000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001679061313990306 0.00014738133903663081 -0.00016145025640360597 7.6172566624569369e-05 leaf_weight=170.1879470422864 175.68558916822076 38.086271114647388 43.193572156131268 leaf_count=1859 734 209 278 internal_value=0 9.23032e-05 -0.000118485 internal_weight=0 213.772 213.382 internal_count=3080 943 2137 is_linear=0 shrinkage=0.000291537 Tree=1006 num_leaves=4 num_cat=0 split_feature=123 3 1 split_gain=34.2736 33.9438 7.02898 threshold=1.0000000180025095e-35 -0.10075499999999998 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036016346056381022 3.902338486471251e-06 -0.00028945708132987764 0.00078998642467827476 leaf_weight=86.792059091851115 11.359524190425871 245.64726722240448 45.1307467892766 leaf_count=422 33 2400 235 internal_value=0 -0.000119792 0.000632235 internal_weight=0 332.439 56.4903 internal_count=3090 2822 268 is_linear=0 shrinkage=0.000893386 Tree=1007 num_leaves=4 num_cat=0 split_feature=15 49 50 split_gain=41.9708 50.9476 11.4233 threshold=-0.24269999999999997 -0.038669999999999989 0.086135000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024667191513690865 8.2066798550877587e-05 -0.00013646304279051096 -0.00011190367510082359 leaf_weight=37.852841291576624 100.07972565293312 288.91148142330348 7.334559701383113 leaf_count=215 413 2433 34 internal_value=0 -8.02322e-05 0.000188337 internal_weight=0 388.991 45.1874 internal_count=3095 2846 249 is_linear=0 shrinkage=0.000264054 Tree=1008 num_leaves=4 num_cat=0 split_feature=15 52 40 split_gain=42.7189 31.3894 29.2302 threshold=0.079530000000000017 -0.32783999999999996 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024367163975098029 0.00032247994655105756 5.9832040270808056e-05 -0.00024018804253929778 leaf_weight=29.06581805087626 7.909951612353324 322.63060139678419 76.543838884681463 leaf_count=308 19 1664 1122 internal_value=0 3.46795e-05 -0.000187131 internal_weight=0 351.696 84.4538 internal_count=3113 1972 1141 is_linear=0 shrinkage=0.000280216 Tree=1009 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=52.5251 38.7062 28.2953 threshold=0.10437000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010639668986862935 0.00016120448600831619 -0.00012156927635945393 -7.2405647143739782e-05 leaf_weight=55.641684047877789 119.33325204998255 216.35060636512935 41.526068136096001 leaf_count=229 512 2178 175 internal_value=0 -7.49095e-05 0.000100889 internal_weight=0 271.992 160.859 internal_count=3094 2407 687 is_linear=0 shrinkage=0.000243945 Tree=1010 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=54.2776 31.8065 28.9092 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011224618314863021 0.00017419137694229739 -0.00014469709373143285 -9.2536203519780099e-05 leaf_weight=48.769250936806202 138.25842535123229 202.29697352647781 43.594714123755693 leaf_count=197 585 2127 189 internal_value=0 -9.47584e-05 0.000110233 internal_weight=0 251.066 181.853 internal_count=3098 2324 774 is_linear=0 shrinkage=0.00028582 Tree=1011 num_leaves=4 num_cat=0 split_feature=12 16 14 split_gain=30.3266 32.4679 29.2155 threshold=0.083325000000000024 -0.17157499999999998 0.078275000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022840494040710039 0.00034906746773260921 -0.00044441845502968762 -0.0012116099076636367 leaf_weight=204.47521701827645 40.16734317317605 138.40440723113716 8.7824077755212766 leaf_count=871 205 1934 55 internal_value=0 -0.000265827 0.000168497 internal_weight=0 178.572 213.258 internal_count=3065 2139 926 is_linear=0 shrinkage=0.000777746 Tree=1012 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=50.2837 40.8793 31.5151 threshold=0.080020000000000022 -0.18817999999999999 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020581167544755403 0.00013868285174926121 -0.0001640239152246379 -1.9596135631974188e-06 leaf_weight=85.799650058150291 39.949920188635588 168.65597263164818 138.0600247643888 leaf_count=315 194 2039 540 internal_value=0 -0.00010601 7.77369e-05 internal_weight=0 208.606 223.86 internal_count=3088 2233 855 is_linear=0 shrinkage=0.000269335 Tree=1013 num_leaves=4 num_cat=0 split_feature=160 484 4 split_gain=28.4227 30.6038 5.47791 threshold=-0.25833999999999996 -0.0048899999999999994 -0.52428499999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052870000910413531 -0.00059828794955844996 0.00013977312330265755 -0.0010104272961852119 leaf_weight=1.5077922791242624 39.361775901168585 338.92337275482714 18.949120447039604 leaf_count=7 491 2366 262 internal_value=0 6.28212e-05 -0.000894724 internal_weight=0 378.285 20.4569 internal_count=3126 2857 269 is_linear=0 shrinkage=0.000793301 Tree=1014 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=46.0011 33.8983 22.1034 threshold=0.28122000000000008 0.048375000000000008 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010944904994908145 0.00019107107589584602 0.00014822384517177906 -0.00025727000744667168 leaf_weight=334.83347601816058 58.899424459785223 34.806898817420006 7.5978600829839698 leaf_count=2612 305 124 29 internal_value=0 -8.51479e-05 0.000139498 internal_weight=0 369.64 66.4973 internal_count=3070 2736 334 is_linear=0 shrinkage=0.000248824 Tree=1015 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=51.1653 43.0284 15.6886 threshold=0.28122000000000008 0.083325000000000024 0.11714000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9048524501131907e-05 0.00024158462554272088 -0.00014157472646610052 -0.00014827001506918563 leaf_weight=173.44429573789239 68.432207938283682 184.16046261414886 8.7139773070812208 leaf_count=647 307 2081 29 internal_value=0 -4.91328e-05 0.000197398 internal_weight=0 357.605 77.1462 internal_count=3064 2728 336 is_linear=0 shrinkage=0.000274722 Tree=1016 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=48.5361 39.3378 32.7163 threshold=0.083325000000000024 0.12988000000000002 0.13401500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014089784007522492 -0.00016520406359132796 0.00031048516780568725 -0.00018306132921554387 leaf_weight=197.63400703668594 184.28156287223101 19.002768717706203 36.724803272634745 leaf_count=774 2101 62 156 internal_value=0 -0.000120591 9.00692e-05 internal_weight=0 203.284 234.359 internal_count=3093 2163 930 is_linear=0 shrinkage=0.000315569 Tree=1017 num_leaves=4 num_cat=0 split_feature=376 13 457 split_gain=29.8901 34.5197 5.64926 threshold=0.048375000000000008 -0.10462499999999998 0.084160000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039235062576048138 0.00074520868852308037 -0.00022848725934285189 4.0380417512270345e-05 leaf_weight=63.396308027207851 29.974712647497654 289.10929004848003 8.490612864494322 leaf_count=301 121 2638 40 internal_value=0 -0.000116744 0.000590198 internal_weight=0 352.506 38.4653 internal_count=3100 2939 161 is_linear=0 shrinkage=0.000762496 Tree=1018 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=57.1831 30.7371 27.8913 threshold=0.10100500000000003 0.28127000000000008 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011351781268744218 0.00017050981616195207 -0.00019414038555826216 -0.00014026006050923598 leaf_weight=46.789168789982796 159.5346169732511 23.347249567508698 209.05826055072248 leaf_count=184 639 146 2136 internal_value=0 0.000123867 -9.382e-05 internal_weight=0 182.882 255.847 internal_count=3105 785 2320 is_linear=0 shrinkage=0.000297367 Tree=1019 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=60.1132 35.1251 32.9159 threshold=0.10495000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010142881516827598 0.000179403375093516 -0.00012254924662267775 -7.2840321277962663e-05 leaf_weight=54.213523179292679 121.91852592676878 214.7887079231441 43.357386402785778 leaf_count=231 514 2153 184 internal_value=0 -7.73863e-05 0.000113227 internal_weight=0 269.002 165.276 internal_count=3082 2384 698 is_linear=0 shrinkage=0.000248824 Tree=1020 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=56.7556 42.6906 28.8349 threshold=0.083325000000000024 -0.030749999999999996 0.16388500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012662638326819912 0.00014630650168902259 -0.00016078682899395904 -0.00015255744539115215 leaf_weight=211.99029580503702 40.781198717653751 166.90338736213744 30.627425633370876 leaf_count=810 177 1986 132 internal_value=0 -0.000100439 9.13288e-05 internal_weight=0 207.685 242.618 internal_count=3105 2163 942 is_linear=0 shrinkage=0.000269335 Tree=1021 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=57.9073 35.0827 25.7339 threshold=0.079600000000000018 0.12968000000000005 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.983232994007422e-05 -0.00016030245724723346 0.00025577843409094647 0.00014859607503757197 leaf_weight=46.865088358521461 194.97562766075134 19.631594352424145 171.64384461939335 leaf_count=192 2193 65 642 internal_value=0 -0.000122127 9.52901e-05 internal_weight=0 214.607 218.509 internal_count=3092 2258 834 is_linear=0 shrinkage=0.000297367 Tree=1022 num_leaves=4 num_cat=0 split_feature=150 1 1374 split_gain=30.6866 32.2561 19.4484 threshold=0.082085000000000019 0.12886000000000003 0.072495000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024418179147429485 0.00056407645474394145 0.00055902278163514458 -0.00077727225382961929 leaf_weight=264.60131957009435 82.372541401535273 42.724300570785999 8.7253472656011564 leaf_count=2442 349 211 62 internal_value=0 -0.000132358 0.000434806 internal_weight=0 307.326 91.0979 internal_count=3064 2653 411 is_linear=0 shrinkage=0.000858695 Tree=1023 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=57.2831 35.0207 34.1351 threshold=0.10100500000000003 -0.32783999999999996 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011997650584884757 -0.00030049986028716157 0.00014864711838550909 -0.0001414643507131035 leaf_weight=48.456231132149696 14.695233028382061 172.65107334405184 203.85776338540018 leaf_count=197 114 681 2099 internal_value=0 0.000113258 -9.12244e-05 internal_weight=0 187.346 252.314 internal_count=3091 795 2296 is_linear=0 shrinkage=0.000280216 Tree=1024 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=55.0465 45.8933 15.065 threshold=0.28122000000000008 0.081135000000000013 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0926056693158679e-05 0.00025650355340509225 -0.00015468420585972809 -0.00013861565768859898 leaf_weight=167.72476912662387 67.02340542152524 187.97528086788952 8.8605962842702848 leaf_count=596 307 2174 29 internal_value=0 -5.77464e-05 0.000210231 internal_weight=0 355.7 75.884 internal_count=3106 2770 336 is_linear=0 shrinkage=0.00028582 Tree=1025 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=44.5601 50.8342 28.2794 threshold=0.10100500000000003 -0.11550499999999998 0.082465000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016599089590522146 0.00017607732697478003 -0.000161928313583256 -9.1797310291293774e-05 leaf_weight=52.964489579200745 127.69346031174064 196.90045559220016 47.833580821752548 leaf_count=201 553 2094 211 internal_value=0 -9.23753e-05 0.000103066 internal_weight=0 249.865 175.527 internal_count=3059 2295 764 is_linear=0 shrinkage=0.000297367 Tree=1026 num_leaves=4 num_cat=0 split_feature=15 16 42 split_gain=39.1241 38.0178 17.9759 threshold=0.079530000000000017 0.25137500000000007 0.22000000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021191686157716116 -0.00064934431098185186 -0.00058155721260581025 0.00086722525938552793 leaf_weight=276.41761108487844 67.83290034905076 43.945943728089333 5.2069840244948855 leaf_count=1571 1121 363 13 internal_value=0 0.000102907 -0.000540067 internal_weight=0 320.364 73.0399 internal_count=3068 1934 1134 is_linear=0 shrinkage=0.000793301 Tree=1027 num_leaves=4 num_cat=0 split_feature=4 1348 0 split_gain=38.6056 32.183 13.2819 threshold=0.27150500000000005 0.084620000000000015 -0.25681499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023262351909440711 -0.00039895409567109526 0.0010763106484638705 0.00066441503545500353 leaf_weight=302.71431270800531 9.5888768136501294 13.815166026353834 59.911075752228498 leaf_count=2655 38 49 317 internal_value=0 -0.000175134 0.000517297 internal_weight=0 316.529 69.5 internal_count=3059 2704 355 is_linear=0 shrinkage=0.000841858 Tree=1028 num_leaves=4 num_cat=0 split_feature=4 457 48 split_gain=33.6804 30.6895 26.6923 threshold=0.29587000000000002 0.041935000000000007 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024574357935577368 0.0007434477135044098 0.00043824538687348543 -0.00090064805179187319 leaf_weight=271.97331791184843 59.085883989930153 58.720475818961859 8.2063401341438276 leaf_count=2494 311 258 31 internal_value=0 -0.000124182 0.000541786 internal_weight=0 330.694 67.2922 internal_count=3094 2752 342 is_linear=0 shrinkage=0.000858695 Tree=1029 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=33.3793 32.4325 22.2138 threshold=0.10504000000000001 0.082870000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035030682052138423 0.00045185611223370127 0.00043041435639513454 -0.00024961795026601653 leaf_weight=206.97968462854624 102.8669266924262 39.846203953027725 39.151379719376564 leaf_count=2202 495 170 180 internal_value=0 -0.000224134 0.000258431 internal_weight=0 246.826 142.018 internal_count=3047 2372 675 is_linear=0 shrinkage=0.000793301 Tree=1030 num_leaves=4 num_cat=0 split_feature=123 13 1 split_gain=31.8403 32.9932 8.89612 threshold=1.0000000180025095e-35 -0.17030499999999998 0.08486500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062967019435081965 -0.00014738953869627964 -0.00017963861785172538 0.00067461926257738258 leaf_weight=33.80591906607151 9.5558018386363965 299.78174325637519 46.640391282737255 leaf_count=152 31 2652 235 internal_value=0 -9.74392e-05 0.000534827 internal_weight=0 333.588 56.1962 internal_count=3070 2804 266 is_linear=0 shrinkage=0.000777746 Tree=1031 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=48.4864 46.3214 28.447 threshold=0.081135000000000013 -0.030749999999999996 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012748775968647773 0.0001535819432059092 -0.00017446234022940922 -0.00016745843586210446 leaf_weight=194.18742347508669 44.654750846326351 164.07241589389741 30.87330324947834 leaf_count=734 191 2045 136 internal_value=0 -0.000104236 8.69646e-05 internal_weight=0 208.727 225.061 internal_count=3106 2236 870 is_linear=0 shrinkage=0.00028582 Tree=1032 num_leaves=4 num_cat=0 split_feature=13 50 12 split_gain=36.2609 33.9118 4.24871 threshold=-0.24426999999999996 0.086500000000000007 -0.054684999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031209290441675864 3.4514738376698388e-05 -0.00068035826755583387 0.00090660952926445036 leaf_weight=10.128780812025068 309.83596104569733 45.999744202941656 27.189263425767422 leaf_count=58 2381 552 107 internal_value=0 -5.80836e-05 0.000746663 internal_weight=0 355.836 37.318 internal_count=3098 2933 165 is_linear=0 shrinkage=0.000777746 Tree=1033 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=34.4878 39.2798 29.8567 threshold=0.10100500000000003 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041131583242083071 -0.00085452703587781591 -0.00037984093742856939 0.00035432190097511558 leaf_weight=47.918053802102804 13.369689598679541 181.11619888618588 148.9825189076364 leaf_count=198 110 2138 669 internal_value=0 -0.000214197 0.000254253 internal_weight=0 229.034 162.352 internal_count=3115 2336 779 is_linear=0 shrinkage=0.000777746 Tree=1034 num_leaves=4 num_cat=0 split_feature=4 2 47 split_gain=38.6308 39.2703 19.8013 threshold=0.27150500000000005 0.089835000000000012 0.11414000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012798117859722129 0.00020594480802222555 4.5096553788005135e-05 -0.00020705611247291993 leaf_weight=167.35154803656042 71.895005494356155 184.72126627713442 8.6318490803241712 leaf_count=1577 336 1141 31 internal_value=0 -3.71874e-05 0.000161448 internal_weight=0 352.073 80.5269 internal_count=3085 2718 367 is_linear=0 shrinkage=0.000258876 Tree=1035 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=45.7278 40.0559 32.4198 threshold=0.079600000000000018 -0.18817999999999999 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012854539214747498 0.00013739084625038342 -0.00016425115134708566 -0.0001785214197391111 leaf_weight=189.77927155047655 45.391635429114103 171.72341519221663 32.864123463630676 leaf_count=715 208 2061 143 internal_value=0 -0.000101149 8.31527e-05 internal_weight=0 217.115 222.643 internal_count=3127 2269 858 is_linear=0 shrinkage=0.00028582 Tree=1036 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=41.5517 28.898 25.2223 threshold=0.080020000000000022 -0.17157499999999998 0.13401500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033777581881219173 0.00031178887520947896 -0.0004514042720758784 -0.00042024143489931086 leaf_weight=169.36305589973927 37.762295436114073 144.81485211849213 31.386411532759666 leaf_count=700 197 2026 142 internal_value=0 -0.000293459 0.000219095 internal_weight=0 182.577 200.749 internal_count=3065 2223 842 is_linear=0 shrinkage=0.000777746 Tree=1037 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=71.4974 35.14 24.815 threshold=0.085880000000000026 -0.40145499999999995 -0.074179999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002493597530926953 -0.0002950005601643445 0.00010223360106923315 -1.2537422044776482e-06 leaf_weight=103.44416161812842 19.481604970991611 255.08678920567036 48.291062586009502 leaf_count=1375 118 1223 374 internal_value=0 7.39397e-05 -0.000170457 internal_weight=0 274.568 151.735 internal_count=3090 1341 1749 is_linear=0 shrinkage=0.00028582 Tree=1038 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=59.7138 40.8517 34.5434 threshold=0.08869500000000001 -0.07087499999999998 0.081905000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019833031196110805 0.00010642240538173737 4.5593904170134213e-05 -9.3328683527613008e-05 leaf_weight=117.85623578727245 194.75886389985681 55.455472158268094 62.882272351533175 leaf_count=1537 929 352 296 internal_value=0 -0.000120302 5.76499e-05 internal_weight=0 173.312 257.641 internal_count=3114 1889 1225 is_linear=0 shrinkage=0.000234472 Tree=1039 num_leaves=4 num_cat=0 split_feature=150 4 2 split_gain=34.5692 33.794 20.6613 threshold=0.081245000000000026 0.50673000000000001 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025349564969578519 -7.3700482387620574e-05 0.0008265251099580683 0.00079020960620710236 leaf_weight=278.43803256191313 34.807313717901707 24.043913304805756 54.290540657937527 leaf_count=2573 198 151 204 internal_value=0 -0.000167372 0.000453042 internal_weight=0 302.482 89.0979 internal_count=3126 2724 402 is_linear=0 shrinkage=0.000875869 Tree=1040 num_leaves=4 num_cat=0 split_feature=1 155 0 split_gain=35.7747 25.1319 23.287 threshold=0.10100500000000003 0.09198000000000002 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032980122589067423 0.00036734743245576425 -0.0010630536993605231 0.00050894409135099057 leaf_weight=200.44007360003889 152.80360214039683 9.1239402331411821 26.467046309262514 leaf_count=2216 693 84 85 internal_value=0 0.000286071 -0.000231765 internal_weight=0 161.928 226.907 internal_count=3078 777 2301 is_linear=0 shrinkage=0.000841858 Tree=1041 num_leaves=4 num_cat=0 split_feature=10 0 43 split_gain=27.6715 26.7787 0.919471 threshold=-0.088499999999999981 -0.11471499999999998 -0.077904999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001000684348920023 0.00025601643714300216 -0.00022154099398077223 0.00064966895730207306 leaf_weight=13.500057607889177 117.68447852879763 249.10464164800942 9.8345611020922643 leaf_count=47 487 2513 47 internal_value=0 -6.82851e-05 0.000856555 internal_weight=0 366.789 23.3346 internal_count=3094 3000 94 is_linear=0 shrinkage=0.00082535 Tree=1042 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=31.8502 43.9355 28.9144 threshold=0.092120000000000021 -1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043767383646542071 -0.00088798126429618892 -0.00052906435171088458 0.00029976205470513931 leaf_weight=45.988251738250256 16.345676645636559 139.77953858487308 185.32903648167849 leaf_count=217 101 1644 1122 internal_value=0 -0.000289621 0.000203056 internal_weight=0 185.768 201.675 internal_count=3084 1861 1223 is_linear=0 shrinkage=0.000858695 Tree=1043 num_leaves=4 num_cat=0 split_feature=15 484 40 split_gain=32.9038 32.183 29.0501 threshold=0.082805000000000004 -0.0048899999999999994 -0.078179999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00071003091088051658 0.00097064792424640255 0.00021661596330944041 -0.00073308778127424094 leaf_weight=30.448046833276749 8.3044330328702909 288.96177833341062 60.489373836666346 leaf_count=363 22 1631 1061 internal_value=0 0.000128065 -0.000526179 internal_weight=0 319.41 68.7938 internal_count=3077 1994 1083 is_linear=0 shrinkage=0.000858695 Tree=1044 num_leaves=4 num_cat=0 split_feature=4 150 1348 split_gain=29.5597 32.7435 26.4287 threshold=0.27150500000000005 -1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018793218570051055 -0.0012463176981724194 0.00068245593045153092 0.0010478123084198961 leaf_weight=304.89651322923601 7.4253852292895308 65.356031600385904 13.770584315061567 leaf_count=2682 32 342 48 internal_value=0 0.000484064 -0.000134183 internal_weight=0 72.7814 318.667 internal_count=3104 374 2730 is_linear=0 shrinkage=0.000875869 Tree=1045 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=45.0292 38.7921 31.6319 threshold=0.094655000000000017 -0.11550499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014645991783793984 -0.00033627476922406591 -0.0001506133954660567 0.00012207142797092225 leaf_weight=45.081286508589983 12.991389531642197 174.92296576313674 201.92482696101069 leaf_count=188 112 1975 848 internal_value=0 -8.96963e-05 9.42044e-05 internal_weight=0 220.004 214.916 internal_count=3123 2163 960 is_linear=0 shrinkage=0.00028582 Tree=1046 num_leaves=4 num_cat=0 split_feature=4 31 48 split_gain=27.4643 23.1093 14.922 threshold=0.29587000000000002 -1.0000000180025095e-35 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00078677078118618573 0.00053525847226250747 -0.00012659250634429012 -0.00049980242062169875 leaf_weight=13.693074390292166 55.302266426384449 308.06460417248309 7.4587923884391776 leaf_count=48 309 2679 26 internal_value=0 -8.74622e-05 0.000411576 internal_weight=0 321.758 62.7611 internal_count=3062 2727 335 is_linear=0 shrinkage=0.000690616 Tree=1047 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=52.9571 48.0702 27.6948 threshold=0.10100500000000003 -0.11550499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014516469720605987 -0.00031723363463828175 -0.00015407545096443362 0.00013466023883847836 leaf_weight=51.555429425090551 10.787530168890951 187.81460016034544 169.63266706466675 leaf_count=207 98 2071 706 internal_value=0 -8.95875e-05 0.000107461 internal_weight=0 239.37 180.42 internal_count=3082 2278 804 is_linear=0 shrinkage=0.000274722 Tree=1048 num_leaves=4 num_cat=0 split_feature=13 1 47 split_gain=31.2301 28.4028 6.1862 threshold=-0.24426999999999996 0.088405000000000025 0.082465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00090226297933819412 -0.00030798632923987793 0.00014234145669258551 0.00016330580389279113 leaf_weight=27.099749892950058 142.71165796741843 208.13412414677441 9.2352271080017072 leaf_count=135 1814 1099 35 internal_value=0 -4.08758e-05 0.000715522 internal_weight=0 350.846 36.335 internal_count=3083 2913 170 is_linear=0 shrinkage=0.000777746 Tree=1049 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=33.3263 37.7035 34.8458 threshold=1.0000000180025095e-35 -0.22295999999999996 -0.044489999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005915178730121533 -0.00062142252853893468 0.0002514200469193983 0.00039410122267611973 leaf_weight=83.329639222472906 32.499981947243214 244.55143826082349 27.716545090079308 leaf_count=1483 186 1325 100 internal_value=0 0.00014882 -0.000345363 internal_weight=0 277.051 111.046 internal_count=3094 1511 1583 is_linear=0 shrinkage=0.000762496 Tree=1050 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=30.7709 41.128 20.3334 threshold=0.10100500000000003 -0.11550499999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048098323626954135 8.1365659313477679e-05 -0.00041106184045952679 0.0007684935748456268 leaf_weight=50.839976523071527 108.56858834996819 178.76721473038197 47.397070966660976 leaf_count=213 519 2141 245 internal_value=0 -0.000213406 0.000290581 internal_weight=0 229.607 155.966 internal_count=3118 2354 764 is_linear=0 shrinkage=0.000875869 Tree=1051 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=37.7327 35.3219 21.9699 threshold=0.28122000000000008 0.048375000000000008 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2159653991240014e-05 0.00023452159360747455 0.00020493820439250677 -0.00021166936320413649 leaf_weight=315.38917763903737 64.81164825707674 40.419907093048096 9.0427072346210462 leaf_count=2618 308 135 32 internal_value=0 -3.17624e-05 0.000179652 internal_weight=0 355.809 73.8544 internal_count=3093 2753 340 is_linear=0 shrinkage=0.000269335 Tree=1052 num_leaves=4 num_cat=0 split_feature=13 40 12 split_gain=30.1909 30.5161 8.31917 threshold=-0.24426999999999996 -0.074429999999999982 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015535176278930557 0.00052193585585394724 -0.00014877355603003323 0.00096149112117524039 leaf_weight=11.957700960338114 49.707204133272171 298.29359701648355 24.896638929843903 leaf_count=68 231 2700 102 internal_value=0 -5.28347e-05 0.000701195 internal_weight=0 348.001 36.8543 internal_count=3101 2931 170 is_linear=0 shrinkage=0.000793301 Tree=1053 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=43.7833 29.4089 28.635 threshold=0.10100500000000003 0.086785000000000015 0.11456500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012172386474508554 0.0001892101506717253 -0.00010342155627110218 0.00033675708086510522 leaf_weight=228.91298624873161 129.49106298387051 46.378051348030567 14.313263133168219 leaf_count=2267 593 206 38 internal_value=0 0.000112024 -9.46009e-05 internal_weight=0 175.869 243.226 internal_count=3104 799 2305 is_linear=0 shrinkage=0.000315569 Tree=1054 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=40.2847 40.6327 37.0414 threshold=0.085880000000000026 -0.060024999999999995 0.085865000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018586766673094111 0.0001179176876505482 9.8490076053790707e-05 -7.0698134728594824e-05 leaf_weight=106.67831474170089 176.57410814240575 41.452942464500666 95.331952337175608 leaf_count=1512 684 187 665 internal_value=0 -0.000106279 5.17859e-05 internal_weight=0 148.131 271.906 internal_count=3048 1699 1349 is_linear=0 shrinkage=0.000243945 Tree=1055 num_leaves=4 num_cat=0 split_feature=15 52 40 split_gain=31.6238 29.2855 21.613 threshold=0.082805000000000004 -0.28763999999999995 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066330959293130274 0.00078021186630477591 0.00017639553069796304 -0.00062952746801768337 leaf_weight=27.368690393865108 7.2763133347034445 292.97606140002608 60.978369804099202 leaf_count=318 21 1694 1100 internal_value=0 0.000104449 -0.00047821 internal_weight=0 320.345 68.2547 internal_count=3133 2012 1121 is_linear=0 shrinkage=0.000777746 Tree=1056 num_leaves=4 num_cat=0 split_feature=4 151 48 split_gain=50.3488 33.9565 27.545 threshold=0.28122000000000008 -0.016164999999999995 0.11904500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.6342018937409008e-05 0.00023667486162505121 -0.00011061666670220938 -0.00027172669225999945 leaf_weight=83.087477253749967 66.903737094253302 268.24593980237842 8.6442645788192731 leaf_count=440 320 2330 32 internal_value=0 -6.40249e-05 0.000178187 internal_weight=0 351.333 75.548 internal_count=3122 2770 352 is_linear=0 shrinkage=0.000269335 Tree=1057 num_leaves=4 num_cat=0 split_feature=123 50 133 split_gain=38.0124 38.0095 19.5744 threshold=1.0000000180025095e-35 0.086500000000000007 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.0362718730248888e-06 -0.00069168523400617895 -0.0007872269229706883 0.00076638152695206988 leaf_weight=285.79907206445932 6.4478969722986212 43.47858746163547 50.978714928030968 leaf_count=2284 33 551 246 internal_value=0 -9.7204e-05 0.000601641 internal_weight=0 329.278 57.4266 internal_count=3114 2835 279 is_linear=0 shrinkage=0.000793301 Tree=1058 num_leaves=4 num_cat=0 split_feature=15 484 40 split_gain=31.2679 28.5297 25.8469 threshold=0.084580000000000016 -0.0048899999999999994 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00082375619281067913 0.0010974527398220342 0.00012853528742642645 -0.00092221287859547952 leaf_weight=31.364530233666301 6.2652617655694476 278.11091011203825 54.404056156054139 leaf_count=372 18 1707 990 internal_value=0 3.176e-05 -0.000712007 internal_weight=0 309.475 60.6693 internal_count=3087 2079 1008 is_linear=0 shrinkage=0.000948068 Tree=1059 num_leaves=4 num_cat=0 split_feature=15 4 39 split_gain=33.1063 26.347 17.3432 threshold=0.079530000000000017 -0.48836499999999994 0.18016500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00069708944779113926 -0.00064595389444334068 0.00016081321943594676 0.00097378214034359717 leaf_weight=24.316840060055256 59.226285815238953 289.71683055721223 4.375922977924346 leaf_count=153 1095 1795 9 internal_value=0 9.41577e-05 -0.000532998 internal_weight=0 314.034 63.6022 internal_count=3052 1948 1104 is_linear=0 shrinkage=0.000793301 Tree=1060 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=33.8664 37.8005 33.9657 threshold=0.087390000000000009 0.086785000000000015 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015573472341959206 0.00012076175575398314 -0.00015830629294832945 -0.00019300530487828418 leaf_weight=32.266540560871363 197.66325537487864 57.573058487847447 124.65194902382791 leaf_count=140 1023 289 1685 internal_value=0 5.77712e-05 -0.000121235 internal_weight=0 255.236 156.918 internal_count=3137 1312 1825 is_linear=0 shrinkage=0.000303315 Tree=1061 num_leaves=4 num_cat=0 split_feature=123 50 133 split_gain=33.6702 33.2469 18.7967 threshold=1.0000000180025095e-35 0.086370000000000016 -0.08044999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0602282249465487e-05 -0.00087936720217805906 -0.00082907292575775879 0.00071978006995582189 leaf_weight=283.89074008539319 5.4786556586623183 41.68323870562017 49.133095815777779 leaf_count=2317 27 540 246 internal_value=0 -0.000141801 0.000557882 internal_weight=0 325.574 54.6118 internal_count=3130 2857 273 is_linear=0 shrinkage=0.00082535 Tree=1062 num_leaves=4 num_cat=0 split_feature=160 12 3 split_gain=33.357 26.9772 1.1137 threshold=-0.40187499999999993 0.080020000000000022 -0.013929999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00084087447963123439 0.00026292037166756124 -0.00014493343010196284 -0.0012872816812013888 leaf_weight=12.584169983863832 196.47808758169413 168.04244888946414 5.0193402394652358 leaf_count=215 826 2027 29 internal_value=0 7.49147e-05 -0.000975491 internal_weight=0 364.521 17.6035 internal_count=3097 2853 244 is_linear=0 shrinkage=0.000747545 Tree=1063 num_leaves=4 num_cat=0 split_feature=2 42 3 split_gain=29.4088 29.4443 0.23798 threshold=0.15412000000000003 -1.0000000180025095e-35 -0.017484999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050222430391973249 0.00090608879452906579 4.6422326475683826e-05 0.0007183770489216074 leaf_weight=67.5658342204988 10.049352589994671 284.16489368677139 13.462153267115353 leaf_count=832 33 2154 75 internal_value=0 -5.90964e-05 0.000802524 internal_weight=0 351.731 23.5115 internal_count=3094 2986 108 is_linear=0 shrinkage=0.000747545 Tree=1064 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=62.3143 47.7991 29.0546 threshold=0.094655000000000017 -0.12077499999999998 0.09198000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013350371117537156 0.00011078693675109143 -0.00016841708875739493 -0.00031259797439104291 leaf_weight=42.207030214369297 196.93817863240838 167.56999501772225 10.918290525674818 leaf_count=174 851 1964 91 internal_value=0 -0.000107632 8.8391e-05 internal_weight=0 209.777 207.856 internal_count=3080 2138 942 is_linear=0 shrinkage=0.0002538 Tree=1065 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=49.0045 44.7185 23.2545 threshold=0.10100500000000003 -0.12077499999999998 0.09198000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016989304553565129 0.0001466041055226276 -0.00015924381277338003 -0.00032871891273753934 leaf_weight=47.004804417490959 156.75656450912356 195.9170755892992 9.973445884883402 leaf_count=188 673 2133 88 internal_value=0 -9.55077e-05 0.00011797 internal_weight=0 242.922 166.73 internal_count=3082 2321 761 is_linear=0 shrinkage=0.000303315 Tree=1066 num_leaves=4 num_cat=0 split_feature=15 150 50 split_gain=37.4787 41.4622 12.7578 threshold=-0.24269999999999997 0.082085000000000019 0.086135000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028407208001456752 -8.4543553059776178e-05 0.00013051254628903373 -0.00011101540620219202 leaf_weight=43.170283071696758 281.97643784992397 93.693806707859039 7.4731954857707015 leaf_count=226 2443 393 32 internal_value=0 -3.08847e-05 0.000225655 internal_weight=0 375.67 50.6435 internal_count=3094 2836 258 is_linear=0 shrinkage=0.000280216 Tree=1067 num_leaves=4 num_cat=0 split_feature=43 484 15 split_gain=29.2584 29.4015 4.76991 threshold=0.25537500000000007 -0.0048899999999999994 -0.23079499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00064921704015466009 8.9423928902370754e-05 0.00014462100136088661 -0.0011728066471395717 leaf_weight=35.052645293995738 2.3267309926450279 330.37881911173463 15.574025338515638 leaf_count=459 16 2427 168 internal_value=0 6.82995e-05 -0.00100921 internal_weight=0 365.431 17.9008 internal_count=3070 2886 184 is_linear=0 shrinkage=0.00082535 Tree=1068 num_leaves=4 num_cat=0 split_feature=123 484 133 split_gain=28.2439 26.3806 19.2591 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00079313491759235466 -0.00072281929367182447 -3.5581850162431668e-05 0.00070312805737197687 leaf_weight=33.47807452082634 7.0465566217899314 289.61668574810028 47.115941900759935 leaf_count=493 34 2334 233 internal_value=0 -0.000114325 0.000516503 internal_weight=0 323.095 54.1625 internal_count=3094 2827 267 is_linear=0 shrinkage=0.000809167 Tree=1069 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=28.6645 29.4806 22.1642 threshold=0.081135000000000013 -0.044559999999999995 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031567544974180376 0.0003298702002687835 -0.00043784191432789515 -0.0004202344466236748 leaf_weight=164.74932645820081 43.138252761214972 134.99590205959976 31.896762143820524 leaf_count=717 203 2014 146 internal_value=0 -0.000251837 0.000196137 internal_weight=0 178.134 196.646 internal_count=3080 2217 863 is_linear=0 shrinkage=0.000809167 Tree=1070 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=42.6282 30.7919 28.0324 threshold=0.10100500000000003 0.086785000000000015 -0.059114999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015636884083103494 0.00016038337803134418 -0.00012082307809774639 7.2659812902241462e-05 leaf_weight=176.38439647108316 125.103520154953 42.55245852842927 57.932571686804295 leaf_count=2028 584 195 258 internal_value=0 8.89779e-05 -9.97361e-05 internal_weight=0 167.656 234.317 internal_count=3065 779 2286 is_linear=0 shrinkage=0.00028582 Tree=1071 num_leaves=4 num_cat=0 split_feature=9 4 39 split_gain=28.2637 24.623 0.359714 threshold=-1.0000000180025095e-35 0.50609000000000004 0.082115000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00096684346495010728 -8.7387549794969027e-05 0.00069323203709770068 0.00073634304392376337 leaf_weight=7.923509884625676 335.05900298431516 23.094915777444839 13.598123494535683 leaf_count=24 2858 131 85 internal_value=0 -3.68498e-05 0.00082577 internal_weight=0 358.154 21.5216 internal_count=3098 2989 109 is_linear=0 shrinkage=0.000732888 Tree=1072 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=49.606 37.9256 35.8251 threshold=0.040165000000000006 -0.047859999999999993 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020093331788120731 0.00010607315007428458 -0.00014155994625258449 -9.9575988709663834e-07 leaf_weight=76.682053849101067 43.056803524494171 160.32383810169995 130.19023052603006 leaf_count=293 191 2061 534 internal_value=0 -8.91051e-05 7.39222e-05 internal_weight=0 203.381 206.872 internal_count=3079 2252 827 is_linear=0 shrinkage=0.000234472 Tree=1073 num_leaves=4 num_cat=0 split_feature=1 0 155 split_gain=52.897 30.3621 26.462 threshold=0.10100500000000003 0.062580000000000011 0.11140500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012902234368445265 0.00012128133917770265 0.00016153445070670908 -0.0003471364582442757 leaf_weight=210.5149707570672 163.91744416207075 28.367842301726341 8.7567191794514638 leaf_count=2237 710 87 77 internal_value=0 -9.44586e-05 9.73172e-05 internal_weight=0 238.883 172.674 internal_count=3111 2324 787 is_linear=0 shrinkage=0.000264054 Tree=1074 num_leaves=4 num_cat=0 split_feature=13 1 13 split_gain=28.7285 27.3702 8.07147 threshold=-0.24426999999999996 1.0000000180025095e-35 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.9553588058175733e-05 -0.00042701846701494937 6.6898804901993752e-05 0.00089423856929430516 leaf_weight=7.8891087099909774 99.198582662269473 244.20765996351838 26.393625557422638 leaf_count=36 1544 1395 126 internal_value=0 -7.58701e-05 0.000684579 internal_weight=0 343.406 34.2827 internal_count=3101 2939 162 is_linear=0 shrinkage=0.000793301 Tree=1075 num_leaves=4 num_cat=0 split_feature=484 15 123 split_gain=30.2886 30.2309 15.3944 threshold=-1.0000000180025095e-35 0.084580000000000016 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00092527225039122163 0.00018165708028536866 -0.00050058117398631033 0.00088869360959848451 leaf_weight=34.113424275070429 280.38428100384772 57.641079019755125 3.7476460933685294 leaf_count=480 1706 918 14 internal_value=0 6.51926e-05 -0.000743627 internal_weight=0 338.025 37.8611 internal_count=3118 2624 494 is_linear=0 shrinkage=0.000858695 Tree=1076 num_leaves=4 num_cat=0 split_feature=52 484 1447 split_gain=31.0729 30.3343 9.03931 threshold=0.17160000000000003 -0.0048899999999999994 -0.085354999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006921519966186613 0.00053904505673718107 0.00011221400262392548 -0.00084856684519675615 leaf_weight=28.491083297878504 2.8067858666181591 311.78867512382567 29.138889275491238 leaf_count=423 23 2271 339 internal_value=0 4.46602e-05 -0.000725193 internal_weight=0 340.28 31.9457 internal_count=3056 2694 362 is_linear=0 shrinkage=0.000747545 Tree=1077 num_leaves=4 num_cat=0 split_feature=128 14 2 split_gain=29.6514 27.8914 2.52759 threshold=0.085185000000000025 0.077685000000000018 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011671003652091678 -0.0013237992597985794 -0.0012801041256440527 -0.0003976758440061729 leaf_weight=346.38161893747747 15.219242842867972 13.232211340218781 3.3488443009555331 leaf_count=2787 192 100 26 internal_value=0 6.4931e-05 -0.00116015 internal_weight=0 359.614 18.5681 internal_count=3105 2887 218 is_linear=0 shrinkage=0.000948068 Tree=1078 num_leaves=4 num_cat=0 split_feature=2 128 1 split_gain=28.2006 33.4072 2.08384 threshold=0.14744000000000002 0.081680000000000016 0.12485500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.8007908527507418e-06 0.00039797031939437899 -0.0011318612078064503 0.00088879375340819458 leaf_weight=323.17632904369384 8.0703104846179503 18.145172802731395 21.411447554826736 leaf_count=2738 41 222 101 internal_value=0 -6.69623e-05 0.00075645 internal_weight=0 341.322 29.4818 internal_count=3102 2960 142 is_linear=0 shrinkage=0.000809167 Tree=1079 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=50.6893 35.3713 19.065 threshold=0.10423500000000001 -0.11550499999999998 0.084695000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011779817164944889 0.00017779251785796888 -0.00013245665949492713 -4.170314393201258e-05 leaf_weight=53.60798292979598 111.02818261086941 206.56110857613385 40.789330989122391 leaf_count=224 505 2209 172 internal_value=0 -8.0863e-05 0.000118833 internal_weight=0 260.169 151.818 internal_count=3110 2433 677 is_linear=0 shrinkage=0.000274722 Tree=1080 num_leaves=4 num_cat=0 split_feature=9 3 123 split_gain=24.7974 23.6172 0.697972 threshold=-1.0000000180025095e-35 0.17769000000000004 0.083945000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010320941164759451 -0.00013610352241930025 0.00069943015600671657 0.00068206798344155482 leaf_weight=11.70184174180031 326.50545512977988 25.764524396508932 7.8795806206762782 leaf_count=46 2833 133 60 internal_value=0 -7.4791e-05 0.000895922 internal_weight=0 352.27 19.5814 internal_count=3072 2966 106 is_linear=0 shrinkage=0.000841858 Tree=1081 num_leaves=4 num_cat=0 split_feature=15 52 40 split_gain=28.4557 28.8249 18.8734 threshold=0.079530000000000017 -0.27269499999999997 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00070822228407090341 0.00076711771955710844 0.00015567620497880671 -0.00061794904887194774 leaf_weight=26.449676897376776 6.7804782651364794 286.29108295962214 62.078796266578138 leaf_count=315 20 1667 1166 internal_value=0 8.23857e-05 -0.000480539 internal_weight=0 312.741 68.8593 internal_count=3168 1982 1186 is_linear=0 shrinkage=0.000793301 Tree=1082 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=40.7704 32.5404 25.0259 threshold=0.083325000000000024 -0.030749999999999996 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011298567224933102 0.00011741525567817983 -0.00015121776079794397 -0.00013876663616413845 leaf_weight=186.51162833161652 40.114953465759754 144.11082969605923 32.197811394929886 leaf_count=767 180 1979 146 internal_value=0 -9.26874e-05 7.58713e-05 internal_weight=0 184.226 218.709 internal_count=3072 2159 913 is_linear=0 shrinkage=0.000264054 Tree=1083 num_leaves=4 num_cat=0 split_feature=13 3 0 split_gain=28.9256 32.9108 11.1887 threshold=-0.17030499999999998 -0.10096999999999999 -0.14666499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023147876075187721 0.00041969791479031139 -0.00028937362477636671 0.0010638171634431098 leaf_weight=8.1804716140031797 85.482699861750007 248.72768047545105 30.607391115278006 leaf_count=45 432 2471 133 internal_value=0 -0.000107931 0.000790756 internal_weight=0 334.21 38.7879 internal_count=3081 2903 178 is_linear=0 shrinkage=0.00098637 Tree=1084 num_leaves=4 num_cat=0 split_feature=3 40 0 split_gain=26.5162 29.394 4.93857 threshold=0.17769000000000004 -0.078179999999999986 -0.11980999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00058531733058688092 0.00039679311692592282 -0.00020060296496402094 0.0011434038531531528 leaf_weight=45.53583300858736 13.88462169095874 294.18863368686289 15.975083146244286 leaf_count=206 79 2740 78 internal_value=0 -9.5102e-05 0.000799013 internal_weight=0 339.724 29.8597 internal_count=3103 2946 157 is_linear=0 shrinkage=0.000911254 Tree=1085 num_leaves=4 num_cat=0 split_feature=4 0 48 split_gain=27.8459 25.4 19.3637 threshold=0.28122000000000008 -0.020409999999999994 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002862552010537771 0.00073298813459295913 0.00037535705426701633 -0.00091646278134377142 leaf_weight=242.55302735418081 56.112132865935564 66.331837669014931 7.1221096664667121 leaf_count=2488 325 276 27 internal_value=0 -0.000144092 0.000545918 internal_weight=0 308.885 63.2342 internal_count=3116 2764 352 is_linear=0 shrinkage=0.000948068 Tree=1086 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=29.6998 43.1584 38.7219 threshold=-0.07087499999999998 -0.10185499999999999 0.26746000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.5400663255514694e-05 0.00048610402773275533 -0.00057529009754424048 -0.00041916675074610775 leaf_weight=130.57474827766418 100.96900407969952 102.54605248663574 37.626059425994754 leaf_count=601 537 1707 293 internal_value=0 -0.000205363 0.000240199 internal_weight=0 233.121 138.595 internal_count=3138 2308 830 is_linear=0 shrinkage=0.000762496 Tree=1087 num_leaves=4 num_cat=0 split_feature=12 49 132 split_gain=38.1079 45.9237 20.9318 threshold=0.023990000000000004 -0.029519999999999998 0.08018500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5706357678491668e-05 0.00016848816539448855 -0.00015178018644898311 0.00032316890484091328 leaf_weight=176.60846911370754 45.04419376142323 158.77448934875429 26.314063973724842 leaf_count=740 202 2066 87 internal_value=0 -8.09468e-05 9.05488e-05 internal_weight=0 203.819 202.923 internal_count=3095 2268 827 is_linear=0 shrinkage=0.000280216 Tree=1088 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=25.786 31.0774 threshold=-0.52342999999999995 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017079878537224998 -8.5432772049850094e-05 0.0005487636807792037 leaf_weight=5.8158592823892823 295.35338831599802 63.932195357978344 leaf_count=50 2692 358 internal_value=0 2.75536e-05 internal_weight=0 359.286 internal_count=3100 3050 is_linear=0 shrinkage=0.00082535 Tree=1089 num_leaves=4 num_cat=0 split_feature=150 157 2 split_gain=26.5184 30.1202 26.3115 threshold=0.082085000000000019 -0.076494999999999994 0.092235000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039413164833551124 -9.9898742618211931e-05 -0.00021273658724956578 0.00068172959820833395 leaf_weight=48.861247278749943 38.273778092116117 236.88939992710948 48.205665566027164 leaf_count=307 222 2344 185 internal_value=0 -0.000108853 0.000336117 internal_weight=0 285.751 86.4794 internal_count=3058 2651 407 is_linear=0 shrinkage=0.000704429 Tree=1090 num_leaves=4 num_cat=0 split_feature=52 52 12 split_gain=38.5942 46.4571 1.38398 threshold=-0.32783999999999996 -0.048794999999999991 -0.08262499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001670750128802846 0.00046309849496796462 -0.00013202352773238057 -0.00093632251692925923 leaf_weight=1.5565014779567743 122.4218882098794 225.01214302144945 25.052465729415417 leaf_count=8 629 2153 326 internal_value=0 7.77554e-05 -0.000892214 internal_weight=0 347.434 26.609 internal_count=3116 2782 334 is_linear=0 shrinkage=0.000777746 Tree=1091 num_leaves=4 num_cat=0 split_feature=14 3 51 split_gain=24.9036 32.0482 1.46807 threshold=0.077685000000000018 -0.10643499999999999 0.044095000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00056163991169614724 -0.0013798484821750015 -7.8831108137294723e-05 -0.00075108853755684497 leaf_weight=72.25129696726799 8.1364340521395189 282.42577550653368 4.8831869214773169 leaf_count=320 61 2656 38 internal_value=0 5.17754e-05 -0.00115244 internal_weight=0 354.677 13.0196 internal_count=3075 2976 99 is_linear=0 shrinkage=0.000858695 Tree=1092 num_leaves=4 num_cat=0 split_feature=150 1 457 split_gain=37.4614 40.5041 23.1572 threshold=0.082085000000000019 0.12856000000000004 -0.0056599999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010062681007607418 -0.00025961990861200583 0.00020950745325471804 0.00021694426393052213 leaf_weight=265.0451192855835 10.47545278072357 45.264618948101997 83.208604324609041 leaf_count=2458 69 223 346 internal_value=0 -5.53285e-05 0.00016341 internal_weight=0 310.31 93.6841 internal_count=3096 2681 415 is_linear=0 shrinkage=0.000303315 Tree=1093 num_leaves=4 num_cat=0 split_feature=160 484 2 split_gain=27.0956 25.9241 0.875673 threshold=-0.40187499999999993 -0.0048899999999999994 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00083880064693382162 -0.00057504158833651014 0.00010692783891391772 -0.0012996828856653762 leaf_weight=12.927130031399431 34.484315300360322 312.55972543545067 3.4042512066662303 leaf_count=205 482 2358 31 internal_value=0 3.89998e-05 -0.000943067 internal_weight=0 347.044 16.3314 internal_count=3076 2840 236 is_linear=0 shrinkage=0.000747545 Tree=1094 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=30.4316 34.6684 threshold=-0.52054499999999992 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0015662525396330958 -0.0001653443834862952 0.00029500302451820068 leaf_weight=6.481735846027731 215.31978578027338 148.28553361445665 leaf_count=57 2303 760 internal_value=0 2.24275e-05 internal_weight=0 363.605 internal_count=3120 3063 is_linear=0 shrinkage=0.000732888 Tree=1095 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=44.3052 42.4754 24.7146 threshold=0.10100500000000003 -0.12077499999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012858629944586167 0.0001393044802444161 -0.00012142139516148975 -6.2074243124463137e-05 leaf_weight=46.404767636209726 123.5477356761694 189.93614077568054 45.882036525756121 leaf_count=184 571 2158 207 internal_value=0 -7.22956e-05 8.47656e-05 internal_weight=0 236.341 169.43 internal_count=3120 2342 778 is_linear=0 shrinkage=0.000234472 Tree=1096 num_leaves=4 num_cat=0 split_feature=4 150 1 split_gain=23.7129 26.7125 0.968798 threshold=0.50673000000000001 0.082085000000000019 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017387776643766614 0.00044888363413279295 0.00032797134963968974 0.00080851683260187406 leaf_weight=265.33253307733685 6.4006021022796658 80.217014092952013 18.114930313080549 leaf_count=2549 25 393 149 internal_value=0 -5.73084e-05 0.00071709 internal_weight=0 345.55 24.5155 internal_count=3116 2942 174 is_linear=0 shrinkage=0.000762496 Tree=1097 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=26.4106 26.568 threshold=-0.52342999999999995 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0014434693236580474 -5.0437908981562632e-05 0.00048531319115330832 leaf_weight=6.7025102339684954 299.79804791230708 62.395548280328512 leaf_count=58 2681 355 internal_value=0 4.19781e-05 internal_weight=0 362.194 internal_count=3094 3036 is_linear=0 shrinkage=0.000747545 Tree=1098 num_leaves=4 num_cat=0 split_feature=160 484 3 split_gain=26.4442 25.5579 0.862333 threshold=-0.40187499999999993 -1.0000000180025095e-35 -0.013929999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00083817448260669171 -0.00059003200527139811 6.9378694028499166e-05 -0.0012543106509607402 leaf_weight=12.222006067633631 36.587541797198355 312.73833749443293 4.529957737773656 leaf_count=211 510 2365 27 internal_value=0 1.46694e-07 -0.000958284 internal_weight=0 349.326 16.752 internal_count=3113 2875 238 is_linear=0 shrinkage=0.000747545 Tree=1099 num_leaves=4 num_cat=0 split_feature=403 484 484 split_gain=30.3457 25.1512 12.5769 threshold=-1.0000000180025095e-35 -0.0048899999999999994 0.085560000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089721891583105767 -0.00065117415613947236 0.0001470814138569 0.00056640079797600168 leaf_weight=37.709938563406467 33.801952721551061 282.51887341029942 5.036048397421836 leaf_count=691 436 1917 36 internal_value=0 6.15798e-05 -0.000723756 internal_weight=0 316.321 42.746 internal_count=3080 2353 727 is_linear=0 shrinkage=0.000875869 Tree=1100 num_leaves=4 num_cat=0 split_feature=133 13 1 split_gain=27.9684 28.3617 1.27349 threshold=-0.39935999999999994 -0.090744999999999978 0.10322500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00091026213842048656 0.00043520580709906041 -6.7577498061646918e-05 -0.0014999577428871944 leaf_weight=10.002700321376322 76.32730164937675 284.65124259982258 2.9021441414952269 leaf_count=145 464 2474 18 internal_value=0 3.88358e-05 -0.00105464 internal_weight=0 360.979 12.9048 internal_count=3101 2938 163 is_linear=0 shrinkage=0.000732888 Tree=1101 num_leaves=4 num_cat=0 split_feature=160 484 3 split_gain=30.2417 30.0864 0.727335 threshold=-0.40187499999999993 -0.0048899999999999994 -0.013929999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00098315063933387264 -0.00074317935204796387 0.00014452412698959266 -0.0014246500848566041 leaf_weight=12.784425404854121 32.217882085591555 311.39844951964915 4.822236616164445 leaf_count=220 471 2346 30 internal_value=0 6.1077e-05 -0.00111231 internal_weight=0 343.616 17.6067 internal_count=3067 2817 250 is_linear=0 shrinkage=0.000875869 Tree=1102 num_leaves=3 num_cat=0 split_feature=151 12 split_gain=26.6511 26.8774 threshold=-0.52054499999999992 0.078120000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017972803451133848 0.00020993224738718311 -0.00025454113945880334 leaf_weight=5.9266550913453093 183.32600432634354 170.12785123381764 leaf_count=51 831 2230 internal_value=0 -1.36424e-05 internal_weight=0 353.454 internal_count=3112 3061 is_linear=0 shrinkage=0.000841858 Tree=1103 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=34.1876 35.2987 27.0245 threshold=0.10100500000000003 -0.11550499999999998 0.11140500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013460301493157351 0.00011596811573990502 -0.0001060951966946043 -0.00032809925285904598 leaf_weight=47.425563056021929 156.15039068087935 182.72784820012748 8.8654152750968915 leaf_count=197 707 2096 77 internal_value=0 -5.64554e-05 9.19045e-05 internal_weight=0 230.153 165.016 internal_count=3077 2293 784 is_linear=0 shrinkage=0.000248824 Tree=1104 num_leaves=4 num_cat=0 split_feature=376 3 3 split_gain=27.9518 29.0608 4.71496 threshold=0.048375000000000008 -0.097724999999999992 -0.016324999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035037657644402181 0.0012329669822785021 -0.00027918112316061239 0.00051332079390726247 leaf_weight=86.230764461681247 11.557222437113522 237.76792819146067 25.172395169734955 leaf_count=453 45 2432 118 internal_value=0 -0.000111564 0.000742821 internal_weight=0 323.999 36.7296 internal_count=3048 2885 163 is_linear=0 shrinkage=0.000929479 Tree=1105 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=33.0773 44.2985 22.3872 threshold=0.10423500000000001 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015636245090681525 0.00016557998520313108 -0.00012850799187881666 -7.6757768746448454e-05 leaf_weight=54.922267977148294 111.00940217450261 193.81698996201158 40.891865730285645 leaf_count=233 522 2149 183 internal_value=0 -6.55658e-05 0.000100334 internal_weight=0 248.739 151.901 internal_count=3087 2382 705 is_linear=0 shrinkage=0.000280216 Tree=1106 num_leaves=4 num_cat=0 split_feature=12 3 52 split_gain=39.2704 24.9641 23.188 threshold=0.083325000000000024 -0.097724999999999992 -0.24600999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022994764282561363 3.9893698241076766e-05 -0.00014011909211930092 8.6732459931143364e-05 leaf_weight=13.436218734830616 64.345472924411297 123.57858551666141 207.1123172622174 leaf_count=69 368 1829 869 internal_value=0 -7.84954e-05 6.73328e-05 internal_weight=0 187.924 220.549 internal_count=3135 2197 938 is_linear=0 shrinkage=0.000234472 Tree=1107 num_leaves=4 num_cat=0 split_feature=4 376 150 split_gain=35.1308 30.8476 30.2814 threshold=0.27150500000000005 0.048375000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4408898810410752e-05 -0.00034968877916575369 0.00017724601648767187 0.00020373133721526466 leaf_weight=291.24621297232807 7.2397693023085585 36.654962509870529 67.859822060912848 leaf_count=2572 30 126 341 internal_value=0 -4.62263e-05 0.000149939 internal_weight=0 327.901 75.0996 internal_count=3069 2698 371 is_linear=0 shrinkage=0.000258876 Tree=1108 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=42.3519 38.0854 30.0845 threshold=0.10100500000000003 -0.097724999999999992 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010262850087791057 0.00014590202732555027 -0.00012173747085846805 -8.9282777950787533e-05 leaf_weight=56.921063248068094 128.35075844079256 179.44139462523162 40.96835208684206 leaf_count=298 593 2015 195 internal_value=0 -6.76824e-05 8.89755e-05 internal_weight=0 236.362 169.319 internal_count=3101 2313 788 is_linear=0 shrinkage=0.000239162 Tree=1109 num_leaves=4 num_cat=0 split_feature=15 155 40 split_gain=26.8218 24.1662 21.5392 threshold=0.084580000000000016 0.088505000000000014 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015374138138513164 0.00092713108548782318 -0.00099357399920522614 -0.00073127856996155151 leaf_weight=295.49803308118135 6.6831851042807093 14.677369346842168 52.653585116378963 leaf_count=1908 20 179 1007 internal_value=0 9.9112e-05 -0.000543095 internal_weight=0 310.175 59.3368 internal_count=3114 2087 1027 is_linear=0 shrinkage=0.000875869 Tree=1110 num_leaves=4 num_cat=0 split_feature=1 457 4 split_gain=24.0575 30.5308 7.69225 threshold=0.121715 0.069705000000000003 0.24099500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022097897136712539 0.00025296727155073046 0.0005553595792178647 0.00090731525121765877 leaf_weight=253.06016732100397 35.141320638358593 52.800002340227365 27.863974764943123 leaf_count=2539 133 238 201 internal_value=0 -8.68071e-05 0.000543448 internal_weight=0 305.86 63.0053 internal_count=3111 2777 334 is_linear=0 shrinkage=0.000929479 Tree=1111 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=29.1771 30.8923 threshold=0.096095000000000014 0.29587000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.4899776062794745e-05 -0.0020255852879518155 0.00063011550045275063 leaf_weight=304.15353345312178 5.2346671372652045 56.427692901343107 leaf_count=2756 28 319 internal_value=0 3.55901e-05 internal_weight=0 360.581 internal_count=3103 3075 is_linear=0 shrinkage=0.000875869 Tree=1112 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=32.2925 30.3445 16.7892 threshold=1.0000000180025095e-35 -0.10075499999999998 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7073824016820121e-05 -0.00022109068467879832 -7.9911745640523407e-05 0.000226384768341533 leaf_weight=86.08703150972724 6.2479017525911322 262.97307490929961 49.442660391330719 leaf_count=415 29 2441 231 internal_value=0 -3.62455e-05 0.00017584 internal_weight=0 349.06 55.6906 internal_count=3116 2856 260 is_linear=0 shrinkage=0.000258876 Tree=1113 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=47.6844 41.1519 38.9719 threshold=0.086100000000000024 -0.059114999999999994 0.085295000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023391811388318663 0.00015599845728057291 0.00011080570324698913 -8.3645271903261696e-05 leaf_weight=102.15674733929336 170.38567269593477 41.248612023890018 87.077145501971245 leaf_count=1569 686 201 671 internal_value=0 -0.000134754 7.49468e-05 internal_weight=0 143.405 257.463 internal_count=3127 1770 1357 is_linear=0 shrinkage=0.000291537 Tree=1114 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=37.7274 30.2511 28.2382 threshold=0.10100500000000003 0.062580000000000011 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011719190803946694 0.00016771713384007244 0.00019122203943079056 -0.00010465389096633329 leaf_weight=211.30546800978482 122.11145406961441 29.519035343080759 41.620986137539148 leaf_count=2242 570 93 197 internal_value=0 -7.93168e-05 9.84559e-05 internal_weight=0 240.825 163.732 internal_count=3102 2335 767 is_linear=0 shrinkage=0.00028582 Tree=1115 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=26.9949 29.2485 21.921 threshold=0.10495000000000002 -0.097724999999999992 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035709690885147433 0.00055142974030926006 -0.00037670609439888919 -0.00026832263623166987 leaf_weight=61.445568842813373 100.04509054869413 168.74293575342745 37.05179226025939 leaf_count=351 525 2038 182 internal_value=0 -0.000180749 0.000329845 internal_weight=0 230.189 137.097 internal_count=3096 2389 707 is_linear=0 shrinkage=0.000911254 Tree=1116 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=36.0001 34.3616 29.5817 threshold=0.090515000000000012 -0.072459999999999983 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017953528150396701 1.3532396826551647e-06 7.2444959194817689e-05 0.00021288851366400261 leaf_weight=116.11183263733983 158.23440951108932 55.798083443194628 64.928796648979187 leaf_count=1578 814 376 295 internal_value=0 -9.77543e-05 6.29748e-05 internal_weight=0 171.91 223.163 internal_count=3063 1954 1109 is_linear=0 shrinkage=0.000264054 Tree=1117 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=32.4064 25.4148 16.8541 threshold=0.10290000000000001 -0.11550499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032327589988506012 -0.0010034416704787744 -0.00041827534190321783 0.00036004814623937138 leaf_weight=46.659601308405399 7.5446367841213933 174.758215861395 133.1597279086709 leaf_count=209 81 2155 653 internal_value=0 -0.000261923 0.000286197 internal_weight=0 221.418 140.704 internal_count=3098 2364 734 is_linear=0 shrinkage=0.000893386 Tree=1118 num_leaves=4 num_cat=0 split_feature=15 49 50 split_gain=32.9755 34.8388 12.7854 threshold=-0.24269999999999997 -0.038669999999999989 0.086135000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026499890207212556 9.3459274078610448e-05 -9.8572518073037572e-05 -0.00013678396005596988 leaf_weight=38.839854907244444 99.517077751457691 250.73888419009745 6.9891075491905204 leaf_count=219 421 2404 31 internal_value=0 -4.39987e-05 0.000203541 internal_weight=0 350.256 45.829 internal_count=3075 2825 250 is_linear=0 shrinkage=0.000274722 Tree=1119 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=38.2957 32.2073 25.4722 threshold=0.083325000000000024 0.10812000000000001 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001312245101375983 -0.00012755844942256514 0.00040064482635432478 -0.00015788868077941704 leaf_weight=183.76507975161076 171.75763542950153 10.74477333575487 31.477396085858345 leaf_count=787 2149 31 146 internal_value=0 -9.62341e-05 8.8884e-05 internal_weight=0 182.502 215.242 internal_count=3113 2180 933 is_linear=0 shrinkage=0.000297367 Tree=1120 num_leaves=4 num_cat=0 split_feature=12 43 3 split_gain=43.2632 30.1374 27.4445 threshold=0.081135000000000013 -0.048759999999999991 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018599346864847717 -0.00016711082201750839 -4.238540278261736e-05 0.00029852050589128609 leaf_weight=71.594909183681011 192.91497917659581 123.45146657153964 10.378682740032671 leaf_count=321 2176 526 32 internal_value=0 4.15033e-05 -0.000143188 internal_weight=0 195.046 203.294 internal_count=3055 847 2208 is_linear=0 shrinkage=0.000280216 Tree=1121 num_leaves=4 num_cat=0 split_feature=13 40 12 split_gain=27.3272 30.244 5.90896 threshold=-0.23438999999999996 -0.078179999999999986 -0.054684999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014524524472753981 0.00056547331129133942 -0.00021805425679280978 0.00098948776176202438 leaf_weight=9.3011229485273343 45.599262073636055 281.19766487646848 23.191267631947994 leaf_count=61 209 2699 101 internal_value=0 -0.000108569 0.000749147 internal_weight=0 326.797 32.4924 internal_count=3070 2908 162 is_linear=0 shrinkage=0.000893386 Tree=1122 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=44.1112 33.3785 22.7505 threshold=0.10437000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012165807858446934 0.00018938412011880392 -0.00012300618932829043 -4.8538981347809914e-05 leaf_weight=53.862663298845291 105.1409708224237 191.09074100293219 42.557311452925205 leaf_count=238 500 2144 189 internal_value=0 -6.91761e-05 0.000120845 internal_weight=0 244.953 147.698 internal_count=3071 2382 689 is_linear=0 shrinkage=0.000274722 Tree=1123 num_leaves=4 num_cat=0 split_feature=1 39 3 split_gain=38.3042 35.8074 31.2845 threshold=0.087390000000000009 0.0047850000000000011 -0.10919499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012691398287696808 -3.4960478929751642e-06 0.00028089738595564765 -0.00022246478093947066 leaf_weight=36.181857015937567 185.53395898267627 64.134902182966471 115.88432226330042 leaf_count=173 1002 290 1625 internal_value=0 6.96521e-05 -0.000139303 internal_weight=0 249.669 152.066 internal_count=3090 1292 1798 is_linear=0 shrinkage=0.000328318 Tree=1124 num_leaves=4 num_cat=0 split_feature=12 16 14 split_gain=43.7525 35.1186 27.3095 threshold=0.083325000000000024 -0.17157499999999998 0.077685000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010284012332869887 0.00012975931144463187 -0.00016861823145096838 -0.00038188194715797183 leaf_weight=208.77685714140534 39.426207393407822 143.16654931753874 9.4352033138275129 leaf_count=881 202 1991 61 internal_value=0 -0.000104151 8.16963e-05 internal_weight=0 182.593 218.212 internal_count=3135 2193 942 is_linear=0 shrinkage=0.000280216 Tree=1125 num_leaves=4 num_cat=0 split_feature=12 1 47 split_gain=40.5747 35.869 23.3027 threshold=0.083325000000000024 0.12485500000000001 0.077735000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014015617284903842 -0.00012234051126082038 0.00027693040955223527 -8.045703539389183e-05 leaf_weight=171.19378547556698 165.84922379814088 18.810641035437584 45.715333729982376 leaf_count=741 2085 67 180 internal_value=0 -8.1525e-05 9.36427e-05 internal_weight=0 184.66 216.909 internal_count=3073 2152 921 is_linear=0 shrinkage=0.000274722 Tree=1126 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=36.2005 35.2442 29.8255 threshold=0.080020000000000022 -0.030749999999999996 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012783108195473465 0.00014141970212100711 -0.00014963596527443827 -0.00016085170160120589 leaf_weight=174.47285958006978 41.528994522988796 151.70485530048609 33.393353499472141 leaf_count=707 193 2038 150 internal_value=0 -8.70379e-05 8.13931e-05 internal_weight=0 193.234 207.866 internal_count=3088 2231 857 is_linear=0 shrinkage=0.000280216 Tree=1127 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=51.591 32.2667 26.2915 threshold=0.080020000000000022 0.12988000000000002 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002063219327840521 -0.00013597722764140769 0.00025626568716760536 1.2871605514792216e-05 leaf_weight=77.876069471240044 178.73092769272625 15.822166383266447 131.76047739759088 leaf_count=307 2199 56 535 internal_value=0 -0.000103949 8.48066e-05 internal_weight=0 194.553 209.637 internal_count=3097 2255 842 is_linear=0 shrinkage=0.000264054 Tree=1128 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=39.0593 50.9095 33.3971 threshold=0.0047850000000000011 -0.24426999999999996 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026637350015179805 -0.00017673979536095058 -9.0861076023290537e-05 0.00022522037674370721 leaf_weight=30.654480166733265 18.081610262393951 290.12590895406902 69.553277511149645 leaf_count=134 70 2585 299 internal_value=0 -5.66419e-05 0.000142165 internal_weight=0 320.78 87.6349 internal_count=3088 2719 369 is_linear=0 shrinkage=0.000264054 Tree=1129 num_leaves=4 num_cat=0 split_feature=376 150 49 split_gain=25.5399 27.49 3.33101 threshold=0.048375000000000008 0.082085000000000019 -0.082439999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018506732370721364 0.00022136544295231711 0.00040862009353402308 0.00086312913278153622 leaf_weight=261.68101340066642 8.0589440390467626 77.447603967040777 28.296453196555376 leaf_count=2594 37 362 122 internal_value=0 -4.93954e-05 0.000721985 internal_weight=0 339.129 36.3554 internal_count=3115 2956 159 is_linear=0 shrinkage=0.000875869 Tree=1130 num_leaves=4 num_cat=0 split_feature=3 3 15 split_gain=27.4134 32.0014 4.93175 threshold=0.17769000000000004 -0.10075499999999998 -0.10436999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003232680917666129 0.00032320338961725322 -0.00023101581786544241 0.0010024402036967397 leaf_weight=89.225482039153576 11.43364477902651 246.12244864553213 16.766073781996965 leaf_count=437 84 2488 70 internal_value=0 -8.34797e-05 0.000729409 internal_weight=0 335.348 28.1997 internal_count=3079 2925 154 is_linear=0 shrinkage=0.000793301 Tree=1131 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=41.9685 35.8935 18.8859 threshold=1.0000000180025095e-35 -0.23438999999999996 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002127670331082604 -0.00026542597473321945 -0.0001259519670915821 0.00024466015321165214 leaf_weight=28.816416494548321 7.0137632042169562 330.3401249665767 46.613887760788202 leaf_count=140 34 2689 224 internal_value=0 -9.87175e-05 0.000177534 internal_weight=0 359.157 53.6277 internal_count=3087 2829 258 is_linear=0 shrinkage=0.000291537 Tree=1132 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=37.9786 37.429 35.3813 threshold=0.086005000000000012 -0.060024999999999995 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021267519883141632 0.00012604469842588143 0.00011014325087115295 -0.00014060821242633216 leaf_weight=107.82783160731196 205.12801832705736 44.918636623769999 55.909572124481201 leaf_count=1546 1055 207 285 internal_value=0 -0.000117732 6.88966e-05 internal_weight=0 152.746 261.038 internal_count=3093 1753 1340 is_linear=0 shrinkage=0.000297367 Tree=1133 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=42.1565 32.8991 31.1265 threshold=0.023990000000000004 0.14180000000000004 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016666507721140055 -0.00012820567967188336 0.00033219887420382952 -2.9793732606341261e-05 leaf_weight=73.170318640768528 211.9315670710057 9.1602103561162931 124.41908734664321 leaf_count=305 2244 26 531 internal_value=0 -0.000108972 4.30111e-05 internal_weight=0 221.092 197.589 internal_count=3106 2270 836 is_linear=0 shrinkage=0.000239162 Tree=1134 num_leaves=4 num_cat=0 split_feature=2 52 1 split_gain=26.1274 25.0902 1.72312 threshold=0.14808000000000002 0.16579500000000003 0.12435500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.908065760504666e-05 0.00042819802007828151 -0.00088110106907727398 0.00097709033452507096 leaf_weight=311.02417881507427 6.5856587961316135 30.70472030621022 19.800247050821781 leaf_count=2573 36 363 100 internal_value=0 -9.67974e-05 0.000842481 internal_weight=0 341.729 26.3859 internal_count=3072 2936 136 is_linear=0 shrinkage=0.000911254 Tree=1135 num_leaves=4 num_cat=0 split_feature=12 2 43 split_gain=25.8286 26.9441 25.6686 threshold=0.083325000000000024 0.091375000000000012 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00049662587821321113 -0.00046952173429098287 0.00010136779997428333 -3.0668610966390535e-05 leaf_weight=71.167142558842897 93.030469066463411 73.25401605386287 128.18075558915734 leaf_count=335 1432 735 586 internal_value=0 -0.000218126 0.000157748 internal_weight=0 166.284 199.348 internal_count=3088 2167 921 is_linear=0 shrinkage=0.000704429 Tree=1136 num_leaves=4 num_cat=0 split_feature=123 130 43 split_gain=23.1603 25.9973 9.74197 threshold=1.0000000180025095e-35 -0.076549999999999993 -0.040754999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0006673368069109579 0.000691272360242135 -0.0001888623610185658 -0.00020842910904811976 leaf_weight=27.469558851793408 39.937234051525593 283.33077492006123 10.781569872051476 leaf_count=150 212 2644 54 internal_value=0 -0.000112976 0.00049998 internal_weight=0 310.8 50.7188 internal_count=3060 2794 266 is_linear=0 shrinkage=0.000841858 Tree=1137 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=29.0952 39.6641 25.1903 threshold=0.089835000000000012 -1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041233081702211455 -0.000863392710119582 -0.00062204671192305448 0.00029293785611589601 leaf_weight=44.428654920309782 17.669781602919102 114.03241971600801 192.5477435477078 leaf_count=229 108 1468 1296 internal_value=0 -0.000331946 0.000195335 internal_weight=0 158.461 210.218 internal_count=3101 1697 1404 is_linear=0 shrinkage=0.000929479 Tree=1138 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=38.9316 42.3462 25.2166 threshold=0.023990000000000004 -0.17157499999999998 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001233061907256348 0.00014278717183967556 -0.00015681829159614431 -0.00015728116309123054 leaf_weight=173.18444633111358 46.311711274087429 152.82941966876388 27.99355923384428 leaf_count=703 233 2042 132 internal_value=0 -8.71018e-05 8.41972e-05 internal_weight=0 199.141 201.178 internal_count=3110 2275 835 is_linear=0 shrinkage=0.000274722 Tree=1139 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=40.563 25.9851 25.4985 threshold=0.081135000000000013 -0.17157499999999998 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019599414189067343 9.9717513548678715e-05 -0.00015010926834668894 9.6588405318435728e-08 leaf_weight=76.056620676070452 37.627013683319092 151.56115189567208 131.26227167621255 leaf_count=319 201 2002 546 internal_value=0 -0.000100392 7.20302e-05 internal_weight=0 189.188 207.319 internal_count=3068 2203 865 is_linear=0 shrinkage=0.000269335 Tree=1140 num_leaves=4 num_cat=0 split_feature=1456 12 3 split_gain=30.253 27.2985 2.65286 threshold=-1.0000000180025095e-35 0.083325000000000024 -0.15145999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.0713755560728812e-05 0.00010162742320279997 -7.922084263073765e-05 -0.0004051614365050615 leaf_weight=1.6725434884429002 208.64576034247875 169.58764311857522 21.397783976048231 leaf_count=8 891 1948 293 internal_value=0 2.05415e-05 -0.000373566 internal_weight=0 378.233 23.0703 internal_count=3140 2839 301 is_linear=0 shrinkage=0.000334884 Tree=1141 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=38.173 34.6281 23.7052 threshold=0.081135000000000013 -0.030749999999999996 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002053003701293227 0.00013099003254843491 -0.00017050788959086595 1.6203365976116597e-06 leaf_weight=75.781533539295197 41.261280594393611 149.09270697645843 134.88232738338411 leaf_count=318 193 2048 557 internal_value=0 -0.000105116 7.49597e-05 internal_weight=0 190.354 210.664 internal_count=3116 2241 875 is_linear=0 shrinkage=0.000291537 Tree=1142 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=37.2391 33.6435 30.5904 threshold=0.10100500000000003 -0.12077499999999998 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014110334794977835 -0.00034500519061306858 -0.00013956028127936224 0.00013129152207422089 leaf_weight=44.92201578989625 12.280712202191351 187.35058992914855 153.11083897575736 leaf_count=188 110 2132 674 internal_value=0 -8.52375e-05 9.57159e-05 internal_weight=0 232.273 165.392 internal_count=3104 2320 784 is_linear=0 shrinkage=0.000291537 Tree=1143 num_leaves=4 num_cat=0 split_feature=12 43 13 split_gain=39.7724 29.7228 29.4945 threshold=0.023990000000000004 -0.042829999999999993 -0.10462499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020939768866394073 0.0001265723849408409 1.4862694408614077e-06 -0.00013310792678458843 leaf_weight=77.116649724543095 37.335145644843578 126.42869307100773 164.53475146740675 leaf_count=303 172 525 2118 internal_value=0 8.03289e-05 -8.50374e-05 internal_weight=0 203.545 201.87 internal_count=3118 828 2290 is_linear=0 shrinkage=0.000264054 Tree=1144 num_leaves=4 num_cat=0 split_feature=12 4 15 split_gain=38.6966 36.3628 25.7524 threshold=0.083325000000000024 0.17888000000000001 0.082805000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.6408645516033031e-05 -0.00014724044741111486 0.00013950014014314438 -0.00026731660574920045 leaf_weight=203.13373677432537 144.97925239056349 37.152893275022507 13.833299476653336 leaf_count=831 1938 162 90 internal_value=0 -8.86988e-05 7.30925e-05 internal_weight=0 182.132 216.967 internal_count=3021 2100 921 is_linear=0 shrinkage=0.000258876 Tree=1145 num_leaves=4 num_cat=0 split_feature=12 49 474 split_gain=28.768 37.1167 21.4671 threshold=0.083325000000000024 -0.030749999999999996 0.080165000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.3193794853259074e-05 0.00059974153677588946 -0.0006500526673748864 0.00099858935177031907 leaf_weight=166.52265937067568 36.045745115727186 127.8599786888808 36.085740402340889 leaf_count=796 180 1991 135 internal_value=0 -0.000374979 0.000238473 internal_weight=0 163.906 202.608 internal_count=3102 2171 931 is_linear=0 shrinkage=0.00108903 Tree=1146 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=27.4455 26.9759 23.1895 threshold=0.10113500000000002 -0.097724999999999992 0.09198000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026868807072813732 0.00031111147403249537 -0.00030555184379462384 -0.00092490403594327629 leaf_weight=57.140277788043022 142.64397392421961 161.01146256830543 8.1844814755022508 leaf_count=312 702 1995 80 internal_value=0 -0.000155081 0.000243405 internal_weight=0 218.152 150.828 internal_count=3089 2307 782 is_linear=0 shrinkage=0.000718517 Tree=1147 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=49.3962 31.8236 25.1574 threshold=0.083325000000000024 -0.030749999999999996 0.082805000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011968797883870033 0.00012244414665773195 -0.00016594322601211803 -0.00025787927190339973 leaf_weight=207.76549224182963 39.50269078463316 148.43785365484655 15.386901648715137 leaf_count=846 179 1989 93 internal_value=0 -0.000105291 9.35375e-05 internal_weight=0 187.941 223.152 internal_count=3107 2168 939 is_linear=0 shrinkage=0.00028582 Tree=1148 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=29.8209 37.9511 7.75911 threshold=0.12263000000000002 0.069705000000000003 0.089945000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024170539477243235 0.00078819807564771383 0.00053797310900511588 0.00012771408457025858 leaf_weight=255.02624732721597 38.865314334630966 56.057869609445333 19.840293034911156 leaf_count=2569 226 245 82 internal_value=0 -0.000101063 0.000565647 internal_weight=0 311.084 58.7056 internal_count=3122 2814 308 is_linear=0 shrinkage=0.000858695 Tree=1149 num_leaves=4 num_cat=0 split_feature=4 150 0 split_gain=39.5002 31.311 30.1539 threshold=0.28122000000000008 -1.0000000180025095e-35 -0.11308999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010035321919246119 -0.00034129295642996895 0.00026202260331325536 -8.7360986660324938e-05 leaf_weight=92.489639431238174 7.4855316430330268 61.738448724150658 244.84941830858588 leaf_count=369 30 304 2389 internal_value=0 0.000196337 -3.58784e-05 internal_weight=0 69.224 337.339 internal_count=3092 334 2758 is_linear=0 shrinkage=0.000280216 Tree=1150 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=44.8426 42.2468 29.0346 threshold=0.088975000000000012 -0.060024999999999995 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022043227039104916 0.00014324826578137012 0.00011790095229372537 -0.0001101300048171565 leaf_weight=115.689024053514 181.86128986440599 47.956718351691961 53.849026702344418 leaf_count=1658 913 220 272 internal_value=0 -0.00012127 8.53381e-05 internal_weight=0 163.646 235.71 internal_count=3063 1878 1185 is_linear=0 shrinkage=0.000303315 Tree=1151 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=38.4507 36.7147 28.3428 threshold=0.095575000000000007 -0.12077499999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012721526899947251 1.0433939847447839e-05 -0.00013965262663594979 0.00022605577799596514 leaf_weight=43.30938995629549 140.04000912979245 169.23800859414041 57.577656265348196 leaf_count=171 659 1979 265 internal_value=0 -8.52364e-05 7.33497e-05 internal_weight=0 212.547 197.618 internal_count=3074 2150 924 is_linear=0 shrinkage=0.000258876 Tree=1152 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=33.6398 34.7894 25.3491 threshold=0.089825000000000002 -0.11550499999999998 -0.51586999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043440011355937142 -0.00094744337383866777 -0.00049724612194129497 0.00028621497862663098 leaf_weight=35.236421994864941 11.905596617609261 120.06405897624791 204.10578580573201 leaf_count=161 116 1771 1057 internal_value=0 -0.000285702 0.000217766 internal_weight=0 155.3 216.011 internal_count=3105 1932 1173 is_linear=0 shrinkage=0.00082535 Tree=1153 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=35.1423 34.4576 27.3746 threshold=0.083325000000000024 -0.030749999999999996 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013238875559215898 0.00015291828444866613 -0.00017431894251011736 -0.00018260718144301179 leaf_weight=180.3870445061475 40.906051035970449 146.58582076057792 32.306299224495888 leaf_count=778 188 1996 151 internal_value=0 -0.000102875 8.44727e-05 internal_weight=0 187.492 212.693 internal_count=3113 2184 929 is_linear=0 shrinkage=0.000315569 Tree=1154 num_leaves=4 num_cat=0 split_feature=14 376 16 split_gain=27.721 26.7771 1.04678 threshold=0.064610000000000015 0.048375000000000008 -0.034734999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6470192112640296e-05 -0.00091901150314580937 0.0007706146509001905 -0.0014151109598962699 leaf_weight=320.02733376249671 8.972332336008547 35.852860815823078 6.5607398413121691 leaf_count=2811 69 159 49 internal_value=0 5.40486e-05 -0.00113718 internal_weight=0 355.88 15.5331 internal_count=3088 2970 118 is_linear=0 shrinkage=0.000875869 Tree=1155 num_leaves=4 num_cat=0 split_feature=403 16 3 split_gain=28.1787 26.3198 15.3887 threshold=-1.0000000180025095e-35 0.26450500000000005 -0.097724999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018598955373871388 0.0001388224085132103 -0.00044540803753948037 -0.00073366087639445811 leaf_weight=10.597853193059562 273.49109507352114 38.684771789237857 32.32170358300209 leaf_count=73 1960 335 655 internal_value=0 6.62909e-05 -0.000506684 internal_weight=0 312.176 42.9196 internal_count=3023 2295 728 is_linear=0 shrinkage=0.000663799 Tree=1156 num_leaves=4 num_cat=0 split_feature=1 16 130 split_gain=26.7044 28.7638 27.8258 threshold=1.0000000180025095e-35 0.0020050000000000003 -0.068059999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00081275201508939569 0.0011281613577225902 0.00026045448986879979 4.6845539957660923e-05 leaf_weight=66.10548548027873 24.455275259912014 36.009955045767128 236.54894565418363 leaf_count=1187 86 375 1420 internal_value=0 -0.000434426 0.000148602 internal_weight=0 102.115 261.004 internal_count=3068 1562 1506 is_linear=0 shrinkage=0.00096703 Tree=1157 num_leaves=4 num_cat=0 split_feature=150 157 151 split_gain=28.0447 35.4965 22.5258 threshold=0.082085000000000019 -0.074904999999999985 -0.024429999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054378770972413797 0.0007395877432934049 -0.00029129983519327122 -0.00026980363373146205 leaf_weight=46.762563491240144 56.01703167706728 233.88681445270777 24.235372602939606 leaf_count=305 249 2375 137 internal_value=0 -0.000151994 0.000434811 internal_weight=0 280.649 80.2524 internal_count=3066 2680 386 is_linear=0 shrinkage=0.000875869 Tree=1158 num_leaves=4 num_cat=0 split_feature=15 4 472 split_gain=27.9767 30.1718 23.432 threshold=0.084580000000000016 0.15164000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001162602755590138 -0.00082653362239036208 0.0010919531537006964 0.00018500952938172146 leaf_weight=11.474303957074879 51.233284144662321 8.1162026636302453 294.67254756763577 leaf_count=149 974 41 1927 internal_value=0 -0.000562613 0.000134095 internal_weight=0 59.3495 306.147 internal_count=3091 1015 2076 is_linear=0 shrinkage=0.000929479 Tree=1159 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=40.6497 39.2328 28.1497 threshold=0.09450500000000002 -0.097724999999999992 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011339632951920838 -0.00028534834852502096 -0.00013106020951374065 0.00011316135531503823 leaf_weight=54.986058507114649 11.550811771303414 154.98897274956107 187.46637577936053 leaf_count=287 111 1868 843 internal_value=0 -6.70182e-05 8.98847e-05 internal_weight=0 209.975 199.017 internal_count=3109 2155 954 is_linear=0 shrinkage=0.000248824 Tree=1160 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=38.6398 39.7679 24.5774 threshold=1.0000000180025095e-35 -0.24426999999999996 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023159565955488555 -0.00029385500209925597 -0.00012082263005427269 0.00025579150938661118 leaf_weight=28.318634174764156 7.7429740577936164 328.32313796505332 43.533989273011684 leaf_count=140 37 2700 221 internal_value=0 -9.27755e-05 0.000172334 internal_weight=0 356.642 51.277 internal_count=3098 2840 258 is_linear=0 shrinkage=0.00028582 Tree=1161 num_leaves=4 num_cat=0 split_feature=15 43 40 split_gain=30.4645 28.6451 16.81 threshold=0.082805000000000004 0.25137500000000007 -0.14415499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018312082933528835 0.0012190354110637167 -0.0012949062332101881 -0.00078990932483645427 leaf_weight=291.00157747603953 4.2669919542968264 13.231008891016243 56.383268712088466 leaf_count=1873 12 116 1104 internal_value=0 0.000118389 -0.000646586 internal_weight=0 304.233 60.6503 internal_count=3105 1989 1116 is_linear=0 shrinkage=0.00098637 Tree=1162 num_leaves=4 num_cat=0 split_feature=1 376 47 split_gain=47.5251 24.5611 17.5967 threshold=0.10423500000000001 0.048695000000000009 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011049034752026355 0.00017992498587962393 0.00020391863242177538 -3.3078296034498439e-05 leaf_weight=223.04199938476086 104.95969745889306 21.27586442232132 42.839696954935789 leaf_count=2304 503 65 185 internal_value=0 -8.30299e-05 0.000118208 internal_weight=0 244.318 147.799 internal_count=3057 2369 688 is_linear=0 shrinkage=0.000280216 Tree=1163 num_leaves=4 num_cat=0 split_feature=31 2 1 split_gain=24.7336 26.726 0.271881 threshold=-1.0000000180025095e-35 0.09395000000000002 0.10232500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012739576461201674 -0.00032450934646948522 0.00017992081429475117 0.00096704516107718353 leaf_weight=6.1591743379831305 171.2224384797737 177.55133351776749 9.6104173772037012 leaf_count=16 1893 1124 74 internal_value=0 -6.77422e-05 0.00109505 internal_weight=0 348.774 15.7696 internal_count=3107 3017 90 is_linear=0 shrinkage=0.000911254 Tree=1164 num_leaves=4 num_cat=0 split_feature=12 16 38 split_gain=27.2051 26.0655 19.7941 threshold=0.081135000000000013 -0.17157499999999998 0.089560000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002885800653672738 0.00036671769405583095 -0.0004298784969621249 -0.00091169643592915988 leaf_weight=185.17836483940482 39.285664511844516 131.07479615602642 10.609263379126785 leaf_count=814 217 2017 59 internal_value=0 -0.000246061 0.000223056 internal_weight=0 170.36 195.788 internal_count=3107 2234 873 is_linear=0 shrinkage=0.000858695 Tree=1165 num_leaves=4 num_cat=0 split_feature=42 1429 474 split_gain=25.9068 25.5762 18.7379 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.085850000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00069696901450715858 -0.0011001408896085785 0.00014750482642649225 0.0010849210565293213 leaf_weight=59.337784488685429 14.234674828127025 278.56836588401347 5.2414166275411835 leaf_count=807 146 2109 31 internal_value=0 8.64529e-05 -0.000550719 internal_weight=0 292.803 64.5792 internal_count=3093 2255 838 is_linear=0 shrinkage=0.000911254 Tree=1166 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=34.2583 27.9711 24.3696 threshold=0.10437000000000002 -0.24426999999999996 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003603984186217397 0.0001905990139284074 -9.788522105144172e-05 -0.00010156242540996305 leaf_weight=13.350332096219061 106.21306496858597 241.03845294006169 36.699496276676655 leaf_count=35 514 2373 166 internal_value=0 -7.36865e-05 0.000115552 internal_weight=0 254.389 142.913 internal_count=3088 2408 680 is_linear=0 shrinkage=0.000309381 Tree=1167 num_leaves=4 num_cat=0 split_feature=133 123 1 split_gain=27.1697 25.1221 1.08269 threshold=-0.39935999999999994 1.0000000180025095e-35 0.10322500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011090256939285492 -6.9625157975070306e-05 0.00062537211063950669 -0.0017566269754669154 leaf_weight=10.166503923945127 300.21052971575409 50.330729752779007 3.3307227306067935 leaf_count=154 2708 256 20 internal_value=0 3.03304e-05 -0.00128197 internal_weight=0 350.541 13.4972 internal_count=3138 2964 174 is_linear=0 shrinkage=0.000911254 Tree=1168 num_leaves=4 num_cat=0 split_feature=12 3 132 split_gain=35.2657 31.9649 25.1264 threshold=0.078515000000000015 0.11942500000000002 0.08018500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.3150848616225623e-05 -0.0001104168986909423 0.00034569699538380814 0.00029783062307602086 leaf_weight=175.03436173126101 183.16337444633245 10.802338190376757 27.758484318852425 leaf_count=742 2216 31 98 internal_value=0 -8.48302e-05 6.95248e-05 internal_weight=0 193.966 202.793 internal_count=3087 2247 840 is_linear=0 shrinkage=0.000258876 Tree=1169 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=27.5364 36.4543 26.7699 threshold=0.077800000000000022 -0.074179999999999982 0.26760500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075993295258404273 0.00022318255977979288 0.00024403086185258193 -0.0005964908936998462 leaf_weight=64.267730834893882 229.24383373185992 39.83915060851723 30.676560964435339 leaf_count=1236 1274 343 218 internal_value=0 -0.000375891 0.000126227 internal_weight=0 104.107 259.92 internal_count=3071 1579 1492 is_linear=0 shrinkage=0.00082535 Tree=1170 num_leaves=4 num_cat=0 split_feature=4 12 151 split_gain=42.0394 27.1157 7.28029 threshold=0.27044500000000005 0.083325000000000024 -0.15661999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0858424079814181e-05 -8.286336471497233e-05 -0.00011091773403575288 0.00018921312736503394 leaf_weight=165.76294421218336 6.3421801775693885 155.48620953038335 67.821530554443598 leaf_count=654 23 2046 340 internal_value=0 -3.77767e-05 0.000165856 internal_weight=0 321.249 74.1637 internal_count=3063 2700 363 is_linear=0 shrinkage=0.000243945 Tree=1171 num_leaves=4 num_cat=0 split_feature=15 150 50 split_gain=34.7527 30.1374 10.4695 threshold=-0.24269999999999997 0.082085000000000019 0.086135000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026150427802692334 -7.1724967437015067e-05 0.0001040230018841424 -7.8594734093759589e-05 leaf_weight=40.841278150677681 278.66733463667333 89.886206790804863 7.4079058393836013 leaf_count=219 2476 396 33 internal_value=0 -2.88434e-05 0.000209226 internal_weight=0 368.554 48.2492 internal_count=3124 2872 252 is_linear=0 shrinkage=0.000264054 Tree=1172 num_leaves=4 num_cat=0 split_feature=14 1 16 split_gain=24.1694 25.8051 0.990181 threshold=0.077685000000000018 1.0000000180025095e-35 -0.034734999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033972853373704721 -0.00092343287941134807 0.00016996673054932738 -0.0014398062626234235 leaf_weight=103.36087586171925 7.4486764315515757 250.5829367171973 5.734079644083975 leaf_count=1600 58 1436 41 internal_value=0 2.1062e-05 -0.00115827 internal_weight=0 353.944 13.1828 internal_count=3135 3036 99 is_linear=0 shrinkage=0.000858695 Tree=1173 num_leaves=4 num_cat=0 split_feature=12 3 132 split_gain=33.9579 28.2379 23.813 threshold=0.080020000000000022 0.10812000000000001 0.082150000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010786476091043612 -0.00028938855851780879 0.00095595526556489405 0.00083693136240010067 leaf_weight=169.25169606506824 161.4125650441274 9.0696148127317411 24.351500540971756 leaf_count=758 2228 28 88 internal_value=0 -0.000222553 0.000199998 internal_weight=0 170.482 193.603 internal_count=3102 2256 846 is_linear=0 shrinkage=0.000690616 Tree=1174 num_leaves=4 num_cat=0 split_feature=42 39 1 split_gain=25.1469 28.3217 23.8573 threshold=-1.0000000180025095e-35 0.0047850000000000011 0.081315000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089639506254400798 -5.1343682015482351e-05 0.00051542006854897926 -4.3018847176734638e-06 leaf_weight=32.575813108123839 234.61374338157475 62.251523468643427 34.36571098677814 leaf_count=614 1951 307 231 internal_value=0 6.7654e-05 -0.000439194 internal_weight=0 296.865 66.9415 internal_count=3103 2258 845 is_linear=0 shrinkage=0.000747545 Tree=1175 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=32.3184 52.4059 29.9859 threshold=1.0000000180025095e-35 -0.10092 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020227340724184899 -1.0239052620642049e-05 -0.00023475102662937761 0.00019776199162389321 leaf_weight=25.883914604783058 210.88619235530496 85.023759070783854 65.900061421096325 leaf_count=88 1199 1456 304 internal_value=0 -0.000132656 3.93439e-05 internal_weight=0 110.908 276.786 internal_count=3047 1544 1503 is_linear=0 shrinkage=0.000269335 Tree=1176 num_leaves=4 num_cat=0 split_feature=14 376 160 split_gain=23.6072 25.3136 1.08371 threshold=0.077685000000000018 0.048375000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2041256359800317e-05 -0.0014533422741058654 0.00072532035105873612 -0.00090329092215151938 leaf_weight=318.00998340826482 5.6592146940529346 35.094290718436241 6.7680503036826831 leaf_count=2840 41 163 53 internal_value=0 3.44309e-05 -0.00116452 internal_weight=0 353.104 12.4273 internal_count=3097 3003 94 is_linear=0 shrinkage=0.000858695 Tree=1177 num_leaves=4 num_cat=0 split_feature=15 51 50 split_gain=25.7691 25.4559 11.6987 threshold=-0.24269999999999997 -0.10433999999999997 0.086135000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00083175234969557052 -0.00077774543193310066 1.1821405170583887e-06 -0.00042449542934246218 leaf_weight=32.526526726782322 31.629667455330491 286.98417483083904 5.9023519977927199 leaf_count=213 293 2565 30 internal_value=0 -7.63902e-05 0.000638131 internal_weight=0 318.614 38.4289 internal_count=3101 2858 243 is_linear=0 shrinkage=0.00082535 Tree=1178 num_leaves=4 num_cat=0 split_feature=1456 12 158 split_gain=26.3938 21.862 2.54413 threshold=-1.0000000180025095e-35 0.083325000000000024 -0.47171999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015878681061573738 0.00026069834273933818 -0.0002153382085879248 -0.0011365787205928316 leaf_weight=2.6653767302632358 186.63767759501934 150.41835782211274 18.644019463099539 leaf_count=29 848 1931 266 internal_value=0 4.8256e-05 -0.00101575 internal_weight=0 337.056 21.3094 internal_count=3074 2779 295 is_linear=0 shrinkage=0.000929479 Tree=1179 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=34.9944 38.9697 31.5856 threshold=0.09450500000000002 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015921734836126441 0.00014912963367499419 -0.00014851156873044581 -0.0001270612961854814 leaf_weight=42.245530229061842 145.74642197787762 163.03312671557069 43.945867836475372 leaf_count=171 713 2019 213 internal_value=0 -8.51299e-05 8.51075e-05 internal_weight=0 205.279 189.692 internal_count=3116 2190 926 is_linear=0 shrinkage=0.00028582 Tree=1180 num_leaves=4 num_cat=0 split_feature=4 12 150 split_gain=39.6967 31.6311 25.3546 threshold=0.28122000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2004027640081569e-05 -0.00033526195367612445 -0.00014407265485221989 0.00023235077726080927 leaf_weight=153.24779797717929 6.7718991935253134 167.67518852837384 61.295045308768749 leaf_count=582 27 2170 312 internal_value=0 -6.00103e-05 0.000175422 internal_weight=0 320.923 68.0669 internal_count=3091 2752 339 is_linear=0 shrinkage=0.000280216 Tree=1181 num_leaves=4 num_cat=0 split_feature=4 150 376 split_gain=34.5271 29.2205 28.7576 threshold=0.28122000000000008 -1.0000000180025095e-35 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.6910051873940142e-05 -0.00034880834208708938 0.00026043450554404525 0.00021050285991743289 leaf_weight=297.98352532833815 8.1118817776441556 61.350941527634859 35.774793311953545 leaf_count=2643 32 308 125 internal_value=0 0.00018884 -4.60427e-05 internal_weight=0 69.4628 333.758 internal_count=3108 340 2768 is_linear=0 shrinkage=0.000303315 Tree=1182 num_leaves=4 num_cat=0 split_feature=128 484 1 split_gain=27.6891 25.773 1.83131 threshold=0.081680000000000016 -0.0048899999999999994 0.11834000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00065204566660702259 -0.0011169504122148506 0.00010792554503220785 -0.00041072676441280463 leaf_weight=32.191924842074513 14.689071525819601 305.75067090988159 3.0807995572686186 leaf_count=449 213 2391 20 internal_value=0 3.53398e-05 -0.000997849 internal_weight=0 337.943 17.7699 internal_count=3073 2840 233 is_linear=0 shrinkage=0.000809167 Tree=1183 num_leaves=4 num_cat=0 split_feature=52 52 47 split_gain=23.7934 38.5768 4.16232 threshold=-0.32783999999999996 -0.048794999999999991 0.11646500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00084172003004814074 0.00043054242656639035 -0.00010418841400311425 -2.9121426385140558e-05 leaf_weight=19.944847899489108 120.87175224907696 222.96408437285572 4.4942954294383517 leaf_count=268 626 2163 40 internal_value=0 8.38694e-05 -0.0006931 internal_weight=0 343.836 24.4391 internal_count=3097 2789 308 is_linear=0 shrinkage=0.000762496 Tree=1184 num_leaves=4 num_cat=0 split_feature=14 147 14 split_gain=22.654 26.1402 0.946106 threshold=0.077685000000000018 1.0000000180025095e-35 0.088250000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.650314188091366e-05 -0.00083033470488272831 0.00069110069611085358 -0.0013537053726109672 leaf_weight=311.65317921154201 5.0855446793138963 38.115368518978357 6.8431533593684435 leaf_count=2807 45 169 49 internal_value=0 3.40713e-05 -0.00114037 internal_weight=0 349.769 11.9287 internal_count=3070 2976 94 is_linear=0 shrinkage=0.000841858 Tree=1185 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=35.1558 36.2756 24.5199 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013941045175730696 0.00015505374943908498 -0.00013254641273981012 -9.120186226899981e-05 leaf_weight=46.335579745471478 117.05984769761562 182.42373752780259 41.178823664784431 leaf_count=196 576 2082 194 internal_value=0 -7.74198e-05 9.09509e-05 internal_weight=0 228.759 158.239 internal_count=3048 2278 770 is_linear=0 shrinkage=0.000274722 Tree=1186 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=36.2721 37.9703 25.8987 threshold=0.09450500000000002 -0.11550499999999998 0.090655000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001562665962421718 0.00011178752854572049 -0.00013752643298186012 -0.00031016419687395131 leaf_weight=41.621732462197542 187.76350647211075 162.45444752834737 11.553113285452126 leaf_count=176 844 1959 98 internal_value=0 -7.75539e-05 8.71693e-05 internal_weight=0 204.076 199.317 internal_count=3077 2135 942 is_linear=0 shrinkage=0.000274722 Tree=1187 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=26.0974 31.9786 threshold=-0.41845999999999994 -0.060124999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00092952084679384206 -0.00011208729883301248 0.00044559830523055357 leaf_weight=19.580531927756965 244.63295454345644 98.012748681008816 leaf_count=292 2389 435 internal_value=0 4.75304e-05 internal_weight=0 342.646 internal_count=3116 2824 is_linear=0 shrinkage=0.00082535 Tree=1188 num_leaves=4 num_cat=0 split_feature=1 39 4 split_gain=37.8323 35.5162 34.0836 threshold=0.077800000000000022 0.0047850000000000011 -0.22295999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016563232011768554 -1.2528993035199922e-05 0.00022181199632069921 -0.00021693215936326391 leaf_weight=21.518422964960337 211.3550431933254 63.352067224681377 94.12201165035367 leaf_count=69 1198 290 1517 internal_value=0 4.15823e-05 -0.000145653 internal_weight=0 274.707 115.64 internal_count=3074 1488 1586 is_linear=0 shrinkage=0.000274722 Tree=1189 num_leaves=4 num_cat=0 split_feature=1 3 51 split_gain=26.1656 23.9965 14.3691 threshold=0.10423500000000001 -0.11727499999999999 -0.40548499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037074636831900342 -0.00093686804381640069 -0.0003525413413775065 0.0003838980992149721 leaf_weight=48.067352201789618 7.1390651017427436 181.96269574295729 122.50644671171904 leaf_count=223 45 2195 638 internal_value=0 -0.000201295 0.000310423 internal_weight=0 230.03 129.646 internal_count=3101 2418 683 is_linear=0 shrinkage=0.000911254 Tree=1190 num_leaves=4 num_cat=0 split_feature=15 150 14 split_gain=31.4704 31.7688 4.01502 threshold=-0.24269999999999997 0.082085000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011653199615692576 -8.5659163923126118e-05 0.00011608785723155828 0.00028669107600720438 leaf_weight=19.68775437772274 258.63717835582793 80.204737517982721 24.954424925148487 leaf_count=104 2451 373 139 internal_value=0 -3.78826e-05 0.000212128 internal_weight=0 338.842 44.6422 internal_count=3067 2824 243 is_linear=0 shrinkage=0.000280216 Tree=1191 num_leaves=4 num_cat=0 split_feature=3 39 12 split_gain=37.0196 34.8415 2.49431 threshold=0.17769000000000004 0.0047850000000000011 -0.052409999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010066155968244735 0.00013092100653660569 9.5352839361053296e-05 0.00028982655102839351 leaf_weight=293.34169104881585 9.6977971270680445 69.332962051033974 17.969182658940554 leaf_count=2580 61 342 85 internal_value=0 -6.31714e-05 0.000234879 internal_weight=0 362.675 27.667 internal_count=3068 2922 146 is_linear=0 shrinkage=0.000248824 Tree=1192 num_leaves=4 num_cat=0 split_feature=1 454 155 split_gain=33.2931 27.0394 22.3515 threshold=0.10100500000000003 1.0000000180025095e-35 0.11140500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.0568447537213374e-05 0.00011932059484502337 0.00040489587713327368 -0.00036006683269177456 leaf_weight=218.7135891020298 152.98755718953907 8.8952657207846624 7.9308271110057822 leaf_count=2286 701 22 76 internal_value=0 -7.10155e-05 9.54602e-05 internal_weight=0 227.609 160.918 internal_count=3085 2308 777 is_linear=0 shrinkage=0.000280216 Tree=1193 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=41.7418 29.7885 26.5842 threshold=0.10100500000000003 1.0000000180025095e-35 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011051091419142197 0.00017696301995659855 0.00042323990838084722 -9.1741635202531634e-05 leaf_weight=225.00064058788121 122.82775165885687 9.5335139222443086 44.206756502389908 leaf_count=2324 587 22 201 internal_value=0 -8.8623e-05 0.000105835 internal_weight=0 234.534 167.035 internal_count=3134 2346 788 is_linear=0 shrinkage=0.000297367 Tree=1194 num_leaves=4 num_cat=0 split_feature=50 1 40 split_gain=30.8396 31.7876 16.8973 threshold=0.08568000000000002 0.077800000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7508667461494524e-05 0.00017359050392631512 9.0976546655887689e-05 -0.0002795780218918006 leaf_weight=105.47116103023291 7.9220007956027976 237.47912426479161 41.934364438056946 leaf_count=1373 31 1124 539 internal_value=0 3.29968e-05 -0.000207344 internal_weight=0 342.95 49.8564 internal_count=3067 2497 570 is_linear=0 shrinkage=0.00028582 Tree=1195 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=29.1742 25.8033 22.6778 threshold=0.10100500000000003 0.062580000000000011 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037586647702279858 0.00049772426760813374 0.00060169865291976915 -0.00032079904271644218 leaf_weight=180.70966636482626 112.80018595978618 26.679968472570181 39.376005908474326 leaf_count=2171 608 90 194 internal_value=0 -0.000249849 0.000285849 internal_weight=0 207.39 152.176 internal_count=3063 2261 802 is_linear=0 shrinkage=0.000929479 Tree=1196 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=36.1297 41.222 38.3549 threshold=1.0000000180025095e-35 0.047345000000000005 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002175750531122659 -0.00023881380212502167 0.00020067277271237254 9.5835259720370109e-05 leaf_weight=93.415324371308088 31.484622158110142 24.145735461264849 244.49239726364613 leaf_count=1533 187 73 1307 internal_value=0 -0.000131562 5.75757e-05 internal_weight=0 117.561 275.977 internal_count=3100 1606 1494 is_linear=0 shrinkage=0.00028582 Tree=1197 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=32.8988 34.8227 20.2709 threshold=0.10384000000000002 -0.11550499999999998 0.16579500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015357947903998215 0.00014435288391956752 -0.00012723196696920474 -0.00024347967111440253 leaf_weight=50.869081903249025 136.49098126590252 200.10994520038366 13.534986242651938 leaf_count=217 646 2173 65 internal_value=0 -7.02733e-05 0.000109208 internal_weight=0 250.979 150.026 internal_count=3101 2390 711 is_linear=0 shrinkage=0.000303315 Tree=1198 num_leaves=4 num_cat=0 split_feature=484 15 123 split_gain=26.0433 27.68 15.2215 threshold=-0.0048899999999999994 -0.24269999999999997 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010534024047422952 0.00087847434971471267 -3.2270434385973901e-05 0.0010272991349539096 leaf_weight=30.008973196148872 34.809829048812389 293.30711699929088 3.6010704189538947 leaf_count=467 225 2381 14 internal_value=0 6.46169e-05 -0.0008278 internal_weight=0 328.117 33.61 internal_count=3087 2606 481 is_linear=0 shrinkage=0.00096703 Tree=1199 num_leaves=4 num_cat=0 split_feature=128 1 2 split_gain=25.8587 25.4646 2.7521 threshold=0.081680000000000016 0.076845000000000011 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037509520223634539 -0.0012861595388164889 0.00018233735306727922 -0.00034778492617953618 leaf_weight=100.27482339087874 14.850983572192492 240.10704292915761 3.4191832896322003 leaf_count=1526 196 1351 27 internal_value=0 1.80511e-05 -0.00111373 internal_weight=0 340.382 18.2702 internal_count=3100 2877 223 is_linear=0 shrinkage=0.000929479 Tree=1200 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=37.1249 28.7842 27.1971 threshold=0.10312500000000001 -0.12077499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010821328334115145 0.00016200500474839455 -0.00013894446974892458 -0.00010645599483356966 leaf_weight=48.088219456374645 114.28829477727413 191.40478845313191 42.111348217353225 leaf_count=210 555 2157 198 internal_value=0 -8.92899e-05 8.96962e-05 internal_weight=0 239.493 156.4 internal_count=3120 2367 753 is_linear=0 shrinkage=0.00028582 Tree=1201 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=33.6804 29.992 28.4805 threshold=0.080020000000000022 0.12988000000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022059837091682494 -0.00012472235963931224 0.00027489003981747616 -3.9204990571936109e-07 leaf_weight=74.637977227568626 167.94920347258449 16.779273197054863 131.36845320090652 leaf_count=310 2134 62 544 internal_value=0 -8.82802e-05 7.97511e-05 internal_weight=0 184.728 206.006 internal_count=3050 2196 854 is_linear=0 shrinkage=0.00028582 Tree=1202 num_leaves=4 num_cat=0 split_feature=1 47 457 split_gain=32.4049 25.8636 24.0927 threshold=0.10384000000000002 0.084155000000000021 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014274047395151007 0.00012823784332225303 -0.00012253330166446904 8.2249408438714414e-05 leaf_weight=215.75389982573688 93.886454686522484 41.162475142627954 39.137705951929092 leaf_count=2192 514 192 168 internal_value=0 5.17654e-05 -0.000108173 internal_weight=0 135.049 254.892 internal_count=3066 706 2360 is_linear=0 shrinkage=0.000264054 Tree=1203 num_leaves=4 num_cat=0 split_feature=4 12 47 split_gain=36.9599 28.9769 14.3956 threshold=0.27150500000000005 0.083325000000000024 0.11351000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4834044134571065e-05 0.00018821156796465806 -0.00013210816401496722 -0.00017016670925210943 leaf_weight=160.22433346137404 67.655515115708113 155.05387318693101 8.3603394180536252 leaf_count=644 342 2072 32 internal_value=0 -5.23697e-05 0.000148604 internal_weight=0 315.278 76.0159 internal_count=3090 2716 374 is_linear=0 shrinkage=0.000258876 Tree=1204 num_leaves=4 num_cat=0 split_feature=52 0 47 split_gain=26.3411 29.0581 6.81916 threshold=-0.32783999999999996 -0.060454999999999995 0.11646500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00095459963848555391 -6.7826368089913554e-05 0.00046072304055990495 0.00020341963877840366 leaf_weight=21.392035646364096 246.52340152673423 93.976181995123625 3.8977257404476395 leaf_count=286 2312 420 37 internal_value=0 7.81541e-05 -0.000776013 internal_weight=0 340.5 25.2898 internal_count=3055 2732 323 is_linear=0 shrinkage=0.000809167 Tree=1205 num_leaves=4 num_cat=0 split_feature=4 42 1 split_gain=23.3504 24.1241 2.34719 threshold=0.50609000000000004 -1.0000000180025095e-35 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056024720058062334 0.00029652072242985806 -2.4715737603508898e-07 0.00085963095436479792 leaf_weight=62.013688060455024 6.8425503373146084 266.12959141284227 17.960214976221323 leaf_count=835 28 2075 149 internal_value=0 -0.000106233 0.000706312 internal_weight=0 328.143 24.8028 internal_count=3087 2910 177 is_linear=0 shrinkage=0.000809167 Tree=1206 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=48.2285 33.5175 31.3392 threshold=0.093535000000000021 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014629579792243996 0.00028418320761707986 -0.00019029953259163955 1.0255322077671629e-05 leaf_weight=37.989889074116945 64.886024706065655 157.02991617657244 129.48086068034172 leaf_count=161 314 1980 651 internal_value=0 -0.000124684 0.000101812 internal_weight=0 195.02 194.367 internal_count=3106 2141 965 is_linear=0 shrinkage=0.00032188 Tree=1207 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=27.6093 27.5592 21.6231 threshold=0.10100500000000003 -0.072614999999999985 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046847768560491943 0.00058270068069808483 0.00029721040117130441 -0.00028451168338399581 leaf_weight=144.91518344543874 107.27222669497132 70.724199258722365 39.845893561840057 leaf_count=1877 571 470 198 internal_value=0 -0.000217328 0.000347785 internal_weight=0 215.639 147.118 internal_count=3116 2347 769 is_linear=0 shrinkage=0.0010061 Tree=1208 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=34.8944 37.8962 37.4661 threshold=0.089825000000000002 -0.15409499999999995 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012512517748400551 0.00012844495159743184 -0.00019115901319970602 -0.00015186189841482034 leaf_weight=42.74112931266427 170.39567420631647 129.61148800514638 53.062475722283125 leaf_count=159 887 1805 274 internal_value=0 -0.000112694 6.18404e-05 internal_weight=0 172.353 223.458 internal_count=3125 1964 1161 is_linear=0 shrinkage=0.000291537 Tree=1209 num_leaves=4 num_cat=0 split_feature=150 1 1374 split_gain=26.1445 24.8912 19.2484 threshold=0.082085000000000019 0.12856000000000004 0.079005000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026235884876026441 0.00055432233459193835 0.00050785465146907776 -0.00094963035414256133 leaf_weight=236.07195361610502 75.347330298274755 38.915950365364552 7.3624661602079859 leaf_count=2492 340 226 60 internal_value=0 -0.000153197 0.000419344 internal_weight=0 274.988 82.7098 internal_count=3118 2718 400 is_linear=0 shrinkage=0.000893386 Tree=1210 num_leaves=4 num_cat=0 split_feature=484 15 123 split_gain=29.7262 25.8695 14.0467 threshold=-0.0048899999999999994 0.062230000000000008 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010880377735124052 0.00019193938415268513 -0.00050051239645639673 0.0010008494715763659 leaf_weight=29.389235276728868 263.95949863642454 59.292136509902775 3.1208078637719145 leaf_count=481 1580 1009 12 internal_value=0 6.47977e-05 -0.000884768 internal_weight=0 323.252 32.51 internal_count=3082 2589 493 is_linear=0 shrinkage=0.000948068 Tree=1211 num_leaves=4 num_cat=0 split_feature=4 457 14 split_gain=32.2282 28.7128 0.525167 threshold=0.50673000000000001 0.069705000000000003 -0.46697999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7261905922463258e-05 0.0002068239721219865 0.00015324071152239039 0.00030921817591141992 leaf_weight=302.22131778299809 6.3411924242973354 57.294168837368488 21.450918547809124 leaf_count=2644 37 249 141 internal_value=0 -3.20847e-05 0.000286779 internal_weight=0 359.515 27.7921 internal_count=3071 2893 178 is_linear=0 shrinkage=0.00028582 Tree=1212 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=38.03 36.672 33.9289 threshold=0.08869500000000001 -0.15409499999999995 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012732325977392404 -2.8963657430988914e-06 -0.00020441841652068428 0.00025697876549529128 leaf_weight=38.975219447165728 165.63992455974221 119.85145980864763 60.593410234898329 leaf_count=148 917 1745 278 internal_value=0 -0.000122978 6.68002e-05 internal_weight=0 158.827 226.233 internal_count=3088 1893 1195 is_linear=0 shrinkage=0.000297367 Tree=1213 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=28.8437 45.7516 34.9893 threshold=0.077800000000000022 -0.059114999999999994 0.26760500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00076425812713971919 0.00024196918547822596 0.00041583303086594749 -0.00069685862846312406 leaf_weight=69.317833457142115 231.6699394043535 32.938333317637444 30.504660973325372 leaf_count=1421 1283 159 225 internal_value=0 -0.000384093 0.000132483 internal_weight=0 102.256 262.175 internal_count=3088 1580 1508 is_linear=0 shrinkage=0.00082535 Tree=1214 num_leaves=3 num_cat=0 split_feature=151 15 split_gain=27.9286 26.5594 threshold=-0.52342999999999995 0.084580000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0019549376605897243 0.00017714954152240277 -0.00048587611787424606 leaf_weight=5.3846926279366008 309.49077510368079 57.007008695974946 leaf_count=43 2073 1009 internal_value=0 7.39021e-05 internal_weight=0 366.498 internal_count=3125 3082 is_linear=0 shrinkage=0.000893386 Tree=1215 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=32.3644 25.635 21.8916 threshold=0.10100500000000003 -0.072614999999999985 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013482689992769237 0.00015014378674464278 6.3459950971898982e-05 -7.244031922704091e-05 leaf_weight=154.04223265871406 119.64028383046389 72.19933469966054 46.141302525997162 leaf_count=1842 588 470 207 internal_value=0 -7.15485e-05 8.81858e-05 internal_weight=0 226.242 165.782 internal_count=3107 2312 795 is_linear=0 shrinkage=0.000274722 Tree=1216 num_leaves=4 num_cat=0 split_feature=1 457 51 split_gain=25.1607 30.3651 5.77238 threshold=0.121715 0.069705000000000003 -0.07742499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019263462571347614 9.9684374580422215e-06 0.00051510692832353034 0.00069193351037993758 leaf_weight=256.92399709764868 11.491142578423021 53.998899508267641 44.907180480659008 leaf_count=2551 51 245 267 internal_value=0 -6.95779e-05 0.000553278 internal_weight=0 310.923 56.3983 internal_count=3114 2796 318 is_linear=0 shrinkage=0.000858695 Tree=1217 num_leaves=4 num_cat=0 split_feature=4 376 150 split_gain=28.7344 28.6473 23.8365 threshold=0.27150500000000005 0.048375000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6067833349742038e-05 -0.00037470153915896819 0.00022491428314810598 0.00023310505863295098 leaf_weight=274.78651551157236 7.0547040104866019 32.936550408601761 62.848176654428244 leaf_count=2575 28 116 335 internal_value=0 -5.27128e-05 0.000171263 internal_weight=0 307.723 69.9029 internal_count=3054 2691 363 is_linear=0 shrinkage=0.000315569 Tree=1218 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=32.6764 31.5581 27.1575 threshold=0.27150500000000005 -0.12676999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011196502436971355 -0.00038658055558068663 -0.00010322469811789329 0.00023315258179054744 leaf_weight=80.804474893957376 6.81650486588478 236.08361233025789 64.930000469088554 leaf_count=314 27 2399 333 internal_value=0 -4.83325e-05 0.000173762 internal_weight=0 316.888 71.7465 internal_count=3073 2713 360 is_linear=0 shrinkage=0.000297367 Tree=1219 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=31.3063 41.4774 24.3779 threshold=0.083325000000000024 -0.24404999999999996 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015532438652493077 0.00014269488758649184 -0.00013281025256563244 -4.9157775387975527e-06 leaf_weight=78.856468211859465 36.175230354070663 141.47639557346702 137.54682026430964 leaf_count=347 179 1991 599 internal_value=0 -7.66546e-05 5.35252e-05 internal_weight=0 177.652 216.403 internal_count=3116 2170 946 is_linear=0 shrinkage=0.000229875 Tree=1220 num_leaves=4 num_cat=0 split_feature=12 3 13 split_gain=35.2337 30.1189 26.7987 threshold=0.078515000000000015 0.10812000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018739104251741431 -0.00011178209912196116 0.00034175918532050543 -1.1122270208061631e-05 leaf_weight=89.649551071226597 175.83455956168473 11.196463674306868 109.49601368606091 leaf_count=416 2187 32 415 internal_value=0 -8.4443e-05 7.82977e-05 internal_weight=0 187.031 199.146 internal_count=3050 2219 831 is_linear=0 shrinkage=0.000269335 Tree=1221 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=26.3199 27.9529 threshold=-0.42985499999999993 -0.088654999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0010072152604907948 -0.00092875057043565531 0.00013538611166818241 leaf_weight=19.013942740857601 20.884417831897736 319.59395671449602 leaf_count=285 409 2379 internal_value=0 6.98297e-05 internal_weight=0 340.478 internal_count=3073 2788 is_linear=0 shrinkage=0.000893386 Tree=1222 num_leaves=4 num_cat=0 split_feature=123 147 133 split_gain=25.0102 27.2219 21.0949 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019278644703243136 -0.00072458595660675282 0.00049258389007590848 0.00068799422307491015 leaf_weight=270.61140573397279 7.1168523356318465 38.374351838603616 41.522120777517557 leaf_count=2677 37 167 226 internal_value=0 -0.00010752 0.000480116 internal_weight=0 308.986 48.639 internal_count=3107 2844 263 is_linear=0 shrinkage=0.000762496 Tree=1223 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=23.3944 23.702 17.9124 threshold=0.10437000000000002 1.0000000180025095e-35 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022944714748099665 0.00048788284250399428 0.0010539261606846287 -0.0002330335302998997 leaf_weight=217.74866788089275 93.052700717002153 11.044382430613039 34.868370082229376 leaf_count=2366 507 30 172 internal_value=0 -0.00016701 0.000291346 internal_weight=0 228.793 127.921 internal_count=3075 2396 679 is_linear=0 shrinkage=0.000858695 Tree=1224 num_leaves=4 num_cat=0 split_feature=13 123 13 split_gain=27.7513 27.1597 4.99247 threshold=-0.24426999999999996 1.0000000180025095e-35 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016135587045686164 -0.00022828013168999138 0.00061855478845054585 0.0011079085597513723 leaf_weight=7.7264145091176024 278.44615902099758 46.44052117317915 24.858614321798086 leaf_count=37 2668 252 129 internal_value=0 -0.000107059 0.000884787 internal_weight=0 324.887 32.585 internal_count=3086 2920 166 is_linear=0 shrinkage=0.00102622 Tree=1225 num_leaves=4 num_cat=0 split_feature=133 13 1 split_gain=24.6967 25.5296 1.16476 threshold=-0.39935999999999994 -0.16497999999999999 0.10786000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001177058335982243 0.00085871156887228409 -2.9701748367685732e-05 -0.0019589181895860214 leaf_weight=9.2466270523145777 34.867076765745878 313.61181424651295 2.757217049598693 leaf_count=158 174 2770 16 internal_value=0 5.94358e-05 -0.00137309 internal_weight=0 348.479 12.0038 internal_count=3118 2944 174 is_linear=0 shrinkage=0.00098637 Tree=1226 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=35.0325 29.5643 16.6801 threshold=1.0000000180025095e-35 -0.23438999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002296405754253673 -0.00021601846918332832 -6.3898256707938371e-05 0.00026496941705606627 leaf_weight=30.774148844182491 6.6043881922960272 303.21157642640173 49.174156427383423 leaf_count=142 32 2697 232 internal_value=0 -3.67831e-05 0.0002077 internal_weight=0 333.986 55.7785 internal_count=3103 2839 264 is_linear=0 shrinkage=0.00028582 Tree=1227 num_leaves=4 num_cat=0 split_feature=4 48 48 split_gain=33.4486 29.3942 27.6305 threshold=0.28122000000000008 0.11978500000000002 0.014805 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010451938885676828 0.00023657376582619514 -0.0003107541809355537 6.646645378245364e-05 leaf_weight=205.06953182443976 58.95428416877985 8.3688260763883573 109.24123414419591 leaf_count=2182 318 32 553 internal_value=0 0.000168133 -4.50894e-05 internal_weight=0 67.3231 314.311 internal_count=3085 350 2735 is_linear=0 shrinkage=0.000274722 Tree=1228 num_leaves=4 num_cat=0 split_feature=4 150 376 split_gain=32.2248 30.2177 27.1093 threshold=0.28122000000000008 -1.0000000180025095e-35 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.9183891163578198e-05 -0.00032720808908489544 0.00022889247492911469 0.00018430963848781534 leaf_weight=289.325898360461 8.6793061643838865 60.751603778451681 34.185263127088547 leaf_count=2634 34 313 127 internal_value=0 0.000158961 -5.12865e-05 internal_weight=0 69.4309 323.511 internal_count=3108 347 2761 is_linear=0 shrinkage=0.000280216 Tree=1229 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=32.5753 31.0305 26.7591 threshold=0.023990000000000004 -0.17157499999999998 -0.040754999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000231369887283622 0.00013426267986457621 -0.00016318937686421426 -5.9840208000830887e-06 leaf_weight=70.838015533983707 42.81227439083159 154.17628236487508 126.55068638175726 leaf_count=301 219 2086 532 internal_value=0 -9.85034e-05 7.92794e-05 internal_weight=0 196.989 197.389 internal_count=3138 2305 833 is_linear=0 shrinkage=0.000309381 Tree=1230 num_leaves=4 num_cat=0 split_feature=160 484 12 split_gain=27.33 23.2692 0.555879 threshold=-0.40187499999999993 -1.0000000180025095e-35 0.078120000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013240453077354153 -0.00060282696310448418 0.00011094075918626788 -0.00093377923132187336 leaf_weight=4.3178218193352214 33.095147314481437 300.6649522036314 11.343090657144783 leaf_count=26 477 2329 213 internal_value=0 3.99862e-05 -0.00105001 internal_weight=0 333.76 15.6609 internal_count=3045 2806 239 is_linear=0 shrinkage=0.000809167 Tree=1231 num_leaves=4 num_cat=0 split_feature=1 457 3 split_gain=31.2876 23.9529 21.7189 threshold=0.08869500000000001 0.069705000000000003 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033672574809485843 5.4999556143132706e-05 0.00087465915189944773 -0.00055132155055694358 leaf_weight=30.09026850387454 175.51426967047155 37.249891541898251 112.41999487020075 leaf_count=143 1078 144 1728 internal_value=0 0.000198887 -0.000363698 internal_weight=0 212.764 142.51 internal_count=3093 1222 1871 is_linear=0 shrinkage=0.000929479 Tree=1232 num_leaves=4 num_cat=0 split_feature=15 0 50 split_gain=34.5871 25.7628 16.5203 threshold=-0.24269999999999997 -0.063819999999999988 0.10616500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030006580060852226 -0.00014334250414703759 4.1130869579539581e-05 -0.00025429568544531669 leaf_weight=33.61958784610033 245.46744480356574 102.73371844366193 5.9831879623234263 leaf_count=224 2329 510 28 internal_value=0 -8.89195e-05 0.000215832 internal_weight=0 348.201 39.6028 internal_count=3091 2839 252 is_linear=0 shrinkage=0.000309381 Tree=1233 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=26.3789 25.4076 15.4197 threshold=0.10504000000000001 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039330207250565875 0.00052812437550238379 -0.00041429711547432259 -0.0002233537838551605 leaf_weight=47.89780306071043 92.434895809739828 180.12480961438268 37.188204335048795 leaf_count=234 507 2216 174 internal_value=0 -0.000244545 0.000312522 internal_weight=0 228.023 129.623 internal_count=3131 2450 681 is_linear=0 shrinkage=0.00098637 Tree=1234 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=34.8671 38.0222 21.3686 threshold=0.086100000000000024 0.087850000000000025 -0.060024999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021900794475821625 0.00011778194777510398 -0.00018450609313460303 5.2484616185252434e-05 leaf_weight=98.187063502147794 187.3301053494215 50.466913463547826 38.611121412366629 leaf_count=1549 1044 278 203 internal_value=0 5.35717e-05 -0.000142399 internal_weight=0 237.797 136.798 internal_count=3074 1322 1752 is_linear=0 shrinkage=0.000309381 Tree=1235 num_leaves=4 num_cat=0 split_feature=15 4 52 split_gain=28.7283 27.6186 24.6803 threshold=0.084580000000000016 0.15164000000000002 -0.42985499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002801841984197091 -0.00026143831634450036 0.00033702625034833514 6.3920898283291471e-05 leaf_weight=20.362560622394085 53.934515297412872 8.0681704990565759 302.63975341431797 leaf_count=268 942 41 1800 internal_value=0 -0.000183095 4.21384e-05 internal_weight=0 62.0027 323.002 internal_count=3051 983 2068 is_linear=0 shrinkage=0.000303315 Tree=1236 num_leaves=4 num_cat=0 split_feature=376 3 4 split_gain=28.4359 32.6346 4.11435 threshold=1.0000000180025095e-35 -0.10919499999999999 -0.00052499999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011891671790406009 0.00029922083086555236 -8.7734116798246744e-05 0.00010365702478820824 leaf_weight=81.651993174105883 22.741766236722469 263.97117476724088 14.55647126957774 leaf_count=379 81 2538 75 internal_value=0 -3.8891e-05 0.000223436 internal_weight=0 345.623 37.2982 internal_count=3073 2917 156 is_linear=0 shrinkage=0.00028582 Tree=1237 num_leaves=4 num_cat=0 split_feature=2 50 1 split_gain=24.3929 27.0034 3.44085 threshold=0.14780500000000005 0.086500000000000007 0.12435500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3844545189810904e-05 0.00026914974246269538 -0.0007949859596400018 0.0010170484251093097 leaf_weight=288.62757705152035 6.6317723430693176 38.3641402348876 17.1600656285882 leaf_count=2383 43 540 90 internal_value=0 -0.000105732 0.000810815 internal_weight=0 326.992 23.7918 internal_count=3056 2923 133 is_linear=0 shrinkage=0.000875869 Tree=1238 num_leaves=4 num_cat=0 split_feature=13 3 0 split_gain=25.258 27.2989 11.5768 threshold=-0.17030499999999998 -0.10075499999999998 -0.14666499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031880070911566066 0.00039273882273895705 -0.00021745218426310836 0.0010048825504996046 leaf_weight=6.9933929704129687 85.862869029864669 240.52036874555051 29.878572195768356 leaf_count=40 437 2480 147 internal_value=0 -5.68473e-05 0.000753619 internal_weight=0 326.383 36.872 internal_count=3104 2917 187 is_linear=0 shrinkage=0.000929479 Tree=1239 num_leaves=4 num_cat=0 split_feature=52 50 48 split_gain=30.2821 28.5984 4.28589 threshold=-0.25491999999999998 0.086500000000000007 0.10327000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010987342986090273 0.00019039963325317565 -0.0006311353541756362 1.6792706802528707e-05 leaf_weight=23.847424364648763 285.17358247935772 43.843770498409867 3.5512015139684072 leaf_count=303 2183 542 30 internal_value=0 8.07471e-05 -0.000954668 internal_weight=0 329.017 27.3986 internal_count=3058 2725 333 is_linear=0 shrinkage=0.000948068 Tree=1240 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=31.3827 26.4391 15.1296 threshold=0.10437000000000002 -0.11550499999999998 0.091145000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013132599461085939 0.00013827430105975522 -0.00012673918035654194 -0.00033779638418154635 leaf_weight=49.545679375529289 130.86196580715477 194.03961383830756 6.8983647823333731 leaf_count=219 613 2198 60 internal_value=0 -7.4212e-05 0.00011418 internal_weight=0 243.585 137.76 internal_count=3090 2417 673 is_linear=0 shrinkage=0.000315569 Tree=1241 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=42.6124 28.8069 22.638 threshold=0.080020000000000022 0.12545500000000001 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002175370716487063 -0.00016545022536608027 0.00023678282600685026 7.8970406222262498e-07 leaf_weight=72.535274598747492 170.03586509637535 18.840749770402908 126.32907759025693 leaf_count=313 2199 74 540 internal_value=0 -0.00012521 7.99257e-05 internal_weight=0 188.877 198.864 internal_count=3126 2273 853 is_linear=0 shrinkage=0.000309381 Tree=1242 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=42.5208 42.3463 27.9689 threshold=0.09450500000000002 -0.097724999999999992 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014459608262085683 -0.00033850763221682966 -0.00016832017777035105 0.00014046865194662861 leaf_weight=51.523232750594616 11.389152985066174 147.45969306305051 173.4492834918201 leaf_count=273 113 1869 800 internal_value=0 -8.72601e-05 0.000110769 internal_weight=0 198.983 184.838 internal_count=3055 2142 913 is_linear=0 shrinkage=0.000297367 Tree=1243 num_leaves=4 num_cat=0 split_feature=2 128 43 split_gain=22.5729 26.4956 0.486911 threshold=0.153865 0.081680000000000016 -0.061959999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0255436269658463e-06 0.0011613101127414093 -0.0012689106516891784 0.00082521284912126036 leaf_weight=324.61203069612384 11.105453133583071 17.300070079043508 10.156216334551571 leaf_count=2783 47 227 65 internal_value=0 -5.98274e-05 0.00100593 internal_weight=0 341.912 21.2617 internal_count=3122 3010 112 is_linear=0 shrinkage=0.0010061 Tree=1244 num_leaves=4 num_cat=0 split_feature=484 42 150 split_gain=24.2476 24.5681 10.7593 threshold=-0.0048899999999999994 -1.0000000180025095e-35 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00094670918047204823 -0.00044266382224564477 0.00019337247283705166 0.00086228948083329877 leaf_weight=29.385116043500602 65.37051226105541 263.88901515491307 3.0561820045113555 leaf_count=465 797 1840 13 internal_value=0 6.69876e-05 -0.00077391 internal_weight=0 329.26 32.4413 internal_count=3115 2637 478 is_linear=0 shrinkage=0.000929479 Tree=1245 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=23.6375 25.6288 25.3881 threshold=0.089370000000000019 0.086785000000000015 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003693186407373971 0.00037642462578641893 -0.00035456413596282409 0.0010274196830053434 leaf_weight=140.316815238446 156.69237164780498 50.547677518799901 11.109082989394663 leaf_count=1899 900 273 32 internal_value=0 0.000198035 -0.000266166 internal_weight=0 207.24 151.426 internal_count=3104 1173 1931 is_linear=0 shrinkage=0.000893386 Tree=1246 num_leaves=4 num_cat=0 split_feature=484 160 2 split_gain=24.2237 23.8144 7.80607 threshold=-1.0000000180025095e-35 -0.25833999999999996 0.11218000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010480427122646384 -0.00098270250819734706 0.0001485285490204321 -4.7457220082592541e-05 leaf_weight=22.665999164804816 16.833669847808778 313.9430562928319 9.5800514928996545 leaf_count=426 255 2365 57 internal_value=0 9.06456e-05 -0.000751969 internal_weight=0 330.777 32.2461 internal_count=3103 2620 483 is_linear=0 shrinkage=0.000929479 Tree=1247 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=25.2739 29.9897 28.6183 threshold=0.083325000000000024 -0.030749999999999996 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037804910648886177 0.00045833147416404947 -0.00051640559356451433 -0.00063766058621144404 leaf_weight=167.49858392216265 37.17112498357892 118.74506754148751 29.186491776257753 leaf_count=773 177 1933 150 internal_value=0 -0.000283862 0.000227049 internal_weight=0 155.916 196.685 internal_count=3033 2110 923 is_linear=0 shrinkage=0.000948068 Tree=1248 num_leaves=4 num_cat=0 split_feature=4 1348 1 split_gain=23.2281 24.617 0.392796 threshold=0.50673000000000001 0.084620000000000015 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7458168775983573e-05 0.00060181121102768854 0.00091701755852680749 0.00087501764249906639 leaf_weight=318.20454427227378 6.0829750001430538 17.0613694190979 17.109835017472506 leaf_count=2873 21 72 145 internal_value=0 -4.55435e-05 0.000806597 internal_weight=0 335.266 23.1928 internal_count=3111 2945 166 is_linear=0 shrinkage=0.00082535 Tree=1249 num_leaves=4 num_cat=0 split_feature=12 13 43 split_gain=32.9486 26.5119 23.0283 threshold=0.079600000000000018 -0.10939499999999998 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017609320304487252 0.00012595309930026955 -0.00012510697275836444 1.2920034038293766e-06 leaf_weight=71.95364972576499 31.309837963432074 152.39105568733066 132.37178584933281 leaf_count=315 138 2065 560 internal_value=0 -8.22658e-05 6.29114e-05 internal_weight=0 183.701 204.325 internal_count=3078 2203 875 is_linear=0 shrinkage=0.000248824 Tree=1250 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=36.3233 37.9333 27.7211 threshold=0.0047850000000000011 -0.10939499999999998 0.086230000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012946538678941462 -0.00020230512762355502 -0.00013922156806091802 0.0002266023247923329 leaf_weight=51.101491762325168 15.76763943582773 265.6752162296325 54.862419869750738 leaf_count=257 65 2501 291 internal_value=0 -9.58473e-05 0.000130683 internal_weight=0 316.777 70.6301 internal_count=3114 2758 356 is_linear=0 shrinkage=0.00028582 Tree=1251 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=36.5381 29.6491 29.2518 threshold=0.080020000000000022 -0.18817999999999999 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024191804751140899 0.00013549441351620763 -0.00016932604670536318 -2.9561886650844293e-06 leaf_weight=73.486025333404541 38.692730810493231 143.63655421882868 127.72225957736373 leaf_count=313 204 2066 545 internal_value=0 -0.000104596 8.65625e-05 internal_weight=0 182.329 201.208 internal_count=3128 2270 858 is_linear=0 shrinkage=0.000309381 Tree=1252 num_leaves=4 num_cat=0 split_feature=50 1 123 split_gain=32.2104 36.0316 15.6542 threshold=0.086500000000000007 1.0000000180025095e-35 0.10173500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6427589147127802e-05 -0.0002635686732089647 0.0001093682169445072 0.00034283573273929247 leaf_weight=104.44966511521488 42.641885487362742 234.3778025098145 3.8571431487798682 leaf_count=1372 537 1140 13 internal_value=0 4.59171e-05 -0.000212564 internal_weight=0 338.827 46.499 internal_count=3062 2512 550 is_linear=0 shrinkage=0.000291537 Tree=1253 num_leaves=4 num_cat=0 split_feature=13 124 0 split_gain=26.3771 26.5739 11.4087 threshold=-0.23438999999999996 -1.0000000180025095e-35 -0.14666499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049884736824650638 0.00057868462395007465 -0.00027705346915505571 0.0010888157823208428 leaf_weight=5.9342753142118445 46.530414909124374 269.53776651248336 28.399684622883797 leaf_count=36 241 2678 141 internal_value=0 -0.000150914 0.000813675 internal_weight=0 316.068 34.334 internal_count=3096 2919 177 is_linear=0 shrinkage=0.00104674 Tree=1254 num_leaves=4 num_cat=0 split_feature=3 50 12 split_gain=22.9753 27.8517 3.06854 threshold=0.17769000000000004 0.086500000000000007 -0.052409999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9570684843210824e-05 0.0003736036721086087 -0.00066391170128537796 0.00092531238245590784 leaf_weight=290.16635357309133 10.421973757445814 39.728139978833497 15.441109124571083 leaf_count=2390 69 562 77 internal_value=0 -5.41401e-05 0.000705561 internal_weight=0 329.894 25.8631 internal_count=3098 2952 146 is_linear=0 shrinkage=0.000777746 Tree=1255 num_leaves=4 num_cat=0 split_feature=3 123 12 split_gain=29.1771 31.3339 4.74203 threshold=0.17769000000000004 1.0000000180025095e-35 -0.052409999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.3005489157869519e-05 8.4652942598527648e-05 0.00015592913197003342 0.00032317647250166079 leaf_weight=323.1433940064162 10.606105573475363 45.160171374678612 17.420105151832104 leaf_count=2691 68 235 80 internal_value=0 -6.24438e-05 0.000233607 internal_weight=0 368.304 28.0262 internal_count=3074 2926 148 is_linear=0 shrinkage=0.000280216 Tree=1256 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=38.8005 28.3022 26.193 threshold=0.10100500000000003 0.12955000000000003 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010412974843925573 -0.00030890157154031441 0.00032200807924081913 0.00011548626667608067 leaf_weight=214.10246540326625 10.76474125497043 11.340306952595709 150.65649810805917 leaf_count=2259 103 26 674 internal_value=0 -8.25448e-05 8.69905e-05 internal_weight=0 225.443 161.421 internal_count=3062 2285 777 is_linear=0 shrinkage=0.000264054 Tree=1257 num_leaves=4 num_cat=0 split_feature=1 39 4 split_gain=41.0427 30.2119 25.2132 threshold=0.077800000000000022 0.0047850000000000011 -0.10092 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.9864422434757874e-05 -1.149103244553265e-06 0.0002253181376982248 -0.00022409084415066474 leaf_weight=25.127806294709444 203.02093336358666 62.961358238011599 88.641736318357289 leaf_count=104 1166 298 1497 internal_value=0 5.25308e-05 -0.000152512 internal_weight=0 265.982 113.77 internal_count=3065 1464 1601 is_linear=0 shrinkage=0.00028582 Tree=1258 num_leaves=4 num_cat=0 split_feature=15 1 13 split_gain=24.1917 22.9413 19.5614 threshold=0.084580000000000016 0.076845000000000011 -0.24921999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026804253710174981 0.0018603560413732051 0.00026770043616948633 -0.00059358918161686808 leaf_weight=80.084326811134815 2.3988052494823924 222.29306082241237 54.088034686632454 leaf_count=944 9 1134 999 internal_value=0 0.000125763 -0.000485904 internal_weight=0 302.377 56.4868 internal_count=3086 2078 1008 is_linear=0 shrinkage=0.000858695 Tree=1259 num_leaves=4 num_cat=0 split_feature=1 39 3 split_gain=40.6891 28.3049 27.9016 threshold=0.085880000000000026 0.0095750000000000019 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017731847964810618 -4.1995287736114124e-06 0.00021290046274319202 0.00033696152312868028 leaf_weight=122.30615664646029 189.66776569001377 62.643924281001091 8.7826533988118154 leaf_count=1709 1085 299 23 internal_value=0 4.97726e-05 -0.000142605 internal_weight=0 252.312 131.089 internal_count=3116 1384 1732 is_linear=0 shrinkage=0.000280216 Tree=1260 num_leaves=4 num_cat=0 split_feature=12 43 0 split_gain=40.5357 27.2221 25.3397 threshold=0.079600000000000018 -0.043084999999999991 -0.060024999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022243755201698721 -0.00017337132667948651 -2.9530475182953211e-06 7.7813339970039176e-05 leaf_weight=71.621569685637951 137.90316185168922 124.74185925722122 45.278926838189363 leaf_count=309 1975 540 275 internal_value=0 7.93358e-05 -0.000111274 internal_weight=0 196.363 183.182 internal_count=3099 849 2250 is_linear=0 shrinkage=0.000291537 Tree=1261 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=33.2735 36.8299 28.0708 threshold=0.088975000000000012 -0.15409499999999995 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012383428753114922 0.00011733484718506525 -0.00017156903058132431 -0.00010713660265169692 leaf_weight=42.904249351471663 181.75028392113745 122.80740674957633 54.593268843367696 leaf_count=158 956 1755 272 internal_value=0 -9.50545e-05 6.54577e-05 internal_weight=0 165.712 236.344 internal_count=3141 1913 1228 is_linear=0 shrinkage=0.000274722 Tree=1262 num_leaves=4 num_cat=0 split_feature=376 2 4 split_gain=26.5458 24.285 4.61609 threshold=0.048375000000000008 0.153865 0.00025000000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017455856935947515 0.0009026206904650376 0.00080454336037796327 0.00027706691831230339 leaf_weight=298.8389146104455 20.0600905418396 18.203748639672995 13.582345277070997 leaf_count=2807 79 98 79 internal_value=0 -0.000118077 0.000651825 internal_weight=0 317.043 33.6424 internal_count=3063 2905 158 is_linear=0 shrinkage=0.00082535 Tree=1263 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=33.6977 40.134 32.4408 threshold=1.0000000180025095e-35 -0.059114999999999994 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022287419068351398 -5.9615153670655908e-06 0.00010988354353214147 0.00019873707330374284 leaf_weight=77.786156077869236 211.90038238279521 33.25943810120225 65.105998802930117 leaf_count=1415 1224 157 303 internal_value=0 -0.000123199 4.22105e-05 internal_weight=0 111.046 277.006 internal_count=3099 1572 1527 is_linear=0 shrinkage=0.0002538 Tree=1264 num_leaves=4 num_cat=0 split_feature=4 150 9 split_gain=33.6962 30.9257 25.4333 threshold=0.29587000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031229725275257658 -0.00036785225221490879 0.00023260837096774253 -7.1455956426653492e-05 leaf_weight=14.078294873237608 7.4989683106541625 59.04485797137022 306.74523207079619 leaf_count=50 30 313 2716 internal_value=0 0.000164437 -5.45131e-05 internal_weight=0 66.5438 320.824 internal_count=3109 343 2766 is_linear=0 shrinkage=0.000280216 Tree=1265 num_leaves=4 num_cat=0 split_feature=15 3 4 split_gain=25.8346 24.4712 1.64963 threshold=-0.31881499999999996 0.17769000000000004 0.51074000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00060360828642766712 -0.00014151984872429879 0.00098824847253105655 0.0010681537813128372 leaf_weight=14.735071331262587 301.85365984495729 21.526222471147776 19.458134315907955 leaf_count=85 2765 98 147 internal_value=0 -6.59993e-05 0.000870588 internal_weight=0 323.38 34.1932 internal_count=3095 2863 232 is_linear=0 shrinkage=0.00102622 Tree=1266 num_leaves=4 num_cat=0 split_feature=15 151 1 split_gain=30.3692 27.9457 17.5939 threshold=0.082805000000000004 -0.52342999999999995 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060518631169810295 -0.00027764506078922562 4.8894797799966284e-05 0.0001255505680388513 leaf_weight=6.2652871571481219 51.282046046108007 319.85667206346989 12.90373459458351 leaf_count=51 1037 1982 45 internal_value=0 3.61255e-05 -0.00019651 internal_weight=0 326.122 64.1858 internal_count=3115 2033 1082 is_linear=0 shrinkage=0.000309381 Tree=1267 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=48.9114 34.4329 24.6312 threshold=0.023990000000000004 -0.047859999999999993 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023371477925290883 0.00012618890568627983 -0.00017054669892973613 2.0862070330974559e-05 leaf_weight=74.031411625444889 42.518752539530396 151.01435371674597 122.70350678265095 leaf_count=307 197 2072 510 internal_value=0 -0.000105319 0.000101046 internal_weight=0 193.533 196.735 internal_count=3086 2269 817 is_linear=0 shrinkage=0.000291537 Tree=1268 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=33.9709 45.4761 34.2831 threshold=1.0000000180025095e-35 -0.059114999999999994 0.075600000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024500350930637787 9.1706565153614004e-05 0.000137223090381094 -0.00015193528484674996 leaf_weight=80.330207651481032 225.83745015785098 33.098445031791925 53.899504320695996 leaf_count=1422 1206 151 323 internal_value=0 -0.000133445 4.47198e-05 internal_weight=0 113.429 279.737 internal_count=3102 1573 1529 is_linear=0 shrinkage=0.000274722 Tree=1269 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=34.4693 30.5319 15.9009 threshold=1.0000000180025095e-35 -0.24921999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024822936368983144 -0.00021389672935529601 -8.1179886462148115e-05 0.00026793441109171091 leaf_weight=28.213925875723362 7.159091889858245 300.83773517888039 48.291117921471596 leaf_count=136 34 2657 228 internal_value=0 -5.28605e-05 0.00020542 internal_weight=0 329.052 55.4502 internal_count=3055 2793 262 is_linear=0 shrinkage=0.000303315 Tree=1270 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=24.9622 25.0513 19.171 threshold=0.27150500000000005 0.080455000000000013 0.12011000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0613368358111113e-05 0.00067263193837385749 -0.0011600713991761708 -0.00088097431145427825 leaf_weight=280.37626600731164 55.972895968705416 18.584374889731407 7.3766993284225455 leaf_count=2639 334 139 28 internal_value=0 -0.000138747 0.000490488 internal_weight=0 298.961 63.3496 internal_count=3140 2778 362 is_linear=0 shrinkage=0.000911254 Tree=1271 num_leaves=4 num_cat=0 split_feature=376 3 1 split_gain=24.1731 30.7787 4.6967 threshold=0.048375000000000008 -0.097724999999999992 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031662404732862127 8.9213762863718621e-05 -0.00029213761991094071 0.00083908624071728959 leaf_weight=87.453071545809507 8.6040626615285856 233.86527950596064 25.321369357407093 leaf_count=463 24 2434 138 internal_value=0 -0.000126399 0.000649825 internal_weight=0 321.318 33.9254 internal_count=3059 2897 162 is_linear=0 shrinkage=0.000875869 Tree=1272 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=22.651 30.3991 16.5813 threshold=1.0000000180025095e-35 -0.10075499999999998 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038281839374389973 -0.00086621581221564493 -0.00033554559242617954 0.00082880341156335016 leaf_weight=81.011225525289774 6.6930149719119063 224.99277099873871 41.856742061674595 leaf_count=417 35 2395 228 internal_value=0 -0.000145296 0.000593675 internal_weight=0 306.004 48.5498 internal_count=3075 2812 263 is_linear=0 shrinkage=0.0010061 Tree=1273 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=23.7302 25.8448 5.60788 threshold=-0.23438999999999996 0.0047850000000000011 -0.13409999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021032762528571365 -0.00016739831821058511 0.00038141617338828955 0.00092204489061512159 leaf_weight=10.841579694300892 266.4970381706953 67.606159768998623 19.80240761116147 leaf_count=65 2593 339 97 internal_value=0 -5.62545e-05 0.000671928 internal_weight=0 334.103 30.644 internal_count=3094 2932 162 is_linear=0 shrinkage=0.000793301 Tree=1274 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=30.7449 34.843 25.0282 threshold=0.099470000000000017 -0.11550499999999998 0.091145000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001286866437945141 0.00010527115766956592 -0.00012438250106071649 -0.00032598459332722961 leaf_weight=48.386948816478252 159.39641435816884 174.19076080806553 9.861877113580702 leaf_count=208 734 2080 88 internal_value=0 -6.93299e-05 7.9945e-05 internal_weight=0 222.578 169.258 internal_count=3110 2288 822 is_linear=0 shrinkage=0.000264054 Tree=1275 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=43.3978 31.8148 29.0266 threshold=0.077800000000000022 0.067035000000000011 -0.055084999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022537470363737043 0.00010704338734016092 -0.00012606801416915802 8.6570739109807909e-05 leaf_weight=82.206718130037189 225.43413080275059 54.851756896823645 30.91757844761014 leaf_count=1416 1184 333 147 internal_value=0 6.13915e-05 -0.000140117 internal_weight=0 280.286 113.124 internal_count=3080 1517 1563 is_linear=0 shrinkage=0.000274722 Tree=1276 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=24.6574 35.846 21.0522 threshold=-0.10939499999999998 0.0047850000000000011 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0008956806965892065 -0.00026212019706004419 0.00050963885435111912 -0.00028539313290429336 leaf_weight=41.958311116322875 233.3058682018891 63.481054548174143 17.785135343670845 leaf_count=207 2433 321 98 internal_value=0 -9.69153e-05 0.000544209 internal_weight=0 296.787 59.7434 internal_count=3059 2754 305 is_linear=0 shrinkage=0.000911254 Tree=1277 num_leaves=4 num_cat=0 split_feature=150 157 160 split_gain=23.5032 30.0376 16.6239 threshold=0.081245000000000026 -0.076494999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048852415081194968 -0.00030950203616806943 -0.00025655092263572512 0.00059038896869556469 leaf_weight=43.947292594239116 18.183816149830818 225.56423876713961 59.585173040628433 leaf_count=294 137 2356 247 internal_value=0 -0.000134905 0.000379835 internal_weight=0 269.512 77.769 internal_count=3034 2650 384 is_linear=0 shrinkage=0.00082535 Tree=1278 num_leaves=4 num_cat=0 split_feature=1 39 0 split_gain=34.6078 34.6842 33.7405 threshold=0.087390000000000009 0.0047850000000000011 -0.074179999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021703670719834786 -1.7014675534245506e-05 0.00021595713053589329 4.5380307028920858e-05 leaf_weight=92.747613439336419 172.22797593660653 59.987503152340651 53.993233030661941 leaf_count=1421 991 287 397 internal_value=0 4.32433e-05 -0.000120519 internal_weight=0 232.215 146.741 internal_count=3096 1278 1818 is_linear=0 shrinkage=0.000264054 Tree=1279 num_leaves=4 num_cat=0 split_feature=14 0 51 split_gain=22.5044 24.128 1.32756 threshold=0.073890000000000011 -0.10726999999999999 -0.034774999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041052408596211422 -0.0018732563347035316 -0.00019329753894266661 -0.0011264067466458842 leaf_weight=112.16581563651562 4.6705371998250476 229.79548068996519 8.7272565905004722 leaf_count=472 32 2526 74 internal_value=0 4.82993e-06 -0.00140013 internal_weight=0 341.961 13.3978 internal_count=3104 2998 106 is_linear=0 shrinkage=0.00106768 Tree=1280 num_leaves=4 num_cat=0 split_feature=4 52 1 split_gain=25.6071 27.2995 0.107223 threshold=0.50673000000000001 0.18767000000000003 0.11375500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3218849508891614e-05 0.00080977452051198191 -0.0010293570859461897 0.0010453441283274475 leaf_weight=309.1977154025808 4.9190555438399342 28.558746699243784 16.693689372390509 leaf_count=2598 18 361 146 internal_value=0 -0.000108605 0.000996178 internal_weight=0 337.756 21.6127 internal_count=3123 2959 164 is_linear=0 shrinkage=0.00098637 Tree=1281 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=29.195 25.0728 15.8411 threshold=1.0000000180025095e-35 0.18595000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.8194222634976919e-05 -0.00023948907549658453 0.00025411081278695286 0.00024850528550277062 leaf_weight=308.39725468773395 6.3632742315530768 21.866219196468592 45.512601222842932 leaf_count=2716 31 123 228 internal_value=0 -4.6776e-05 0.000188259 internal_weight=0 330.263 51.8759 internal_count=3098 2839 259 is_linear=0 shrinkage=0.000291537 Tree=1282 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=34.0561 39.3299 37.3564 threshold=0.09450500000000002 -0.074179999999999982 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020948294655387221 -0.00039685940667264348 9.5823873069151921e-05 0.00012412832356533537 leaf_weight=135.1996453544125 15.453058633953331 64.500102119520307 170.2511186003685 leaf_count=1720 136 444 796 internal_value=0 -0.000110875 8.05622e-05 internal_weight=0 199.7 185.704 internal_count=3096 2164 932 is_linear=0 shrinkage=0.00032188 Tree=1283 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=30.1297 30.8246 26.1478 threshold=0.24099500000000004 -0.11471499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011494120221806424 -0.00037062623493740822 -0.00010875990989976351 0.00020612303908434519 leaf_weight=76.089517001062632 7.8702009543776503 221.06501230876893 77.717832032591105 leaf_count=314 36 2334 391 internal_value=0 -5.14572e-05 0.000152673 internal_weight=0 297.155 85.588 internal_count=3075 2648 427 is_linear=0 shrinkage=0.000303315 Tree=1284 num_leaves=4 num_cat=0 split_feature=50 130 3 split_gain=24.3208 27.0101 20.0881 threshold=0.086500000000000007 0.084355000000000027 0.17769000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016665140235089541 -0.00091333359524638192 -0.00096184290164701613 0.001099748604451127 leaf_weight=290.50442513357848 39.033532680943608 21.175490152090788 5.1623924151062957 leaf_count=2195 548 331 19 internal_value=0 8.96638e-05 -0.000676007 internal_weight=0 311.68 44.1959 internal_count=3093 2526 567 is_linear=0 shrinkage=0.00096703 Tree=1285 num_leaves=4 num_cat=0 split_feature=15 52 4 split_gain=27.9149 25.6891 19.156 threshold=0.078925000000000009 -0.27269499999999997 0.15164000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022377661218993616 -0.00021744119028071319 5.3345714874864713e-05 0.00022808609116663301 leaf_weight=27.586042493581772 60.690946484915912 285.21223175153136 8.1824111342430097 leaf_count=308 1100 1640 40 internal_value=0 2.88346e-05 -0.000164227 internal_weight=0 312.798 68.8734 internal_count=3088 1948 1140 is_linear=0 shrinkage=0.000274722 Tree=1286 num_leaves=4 num_cat=0 split_feature=159 52 150 split_gain=24.4459 24.9644 15.6121 threshold=-1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011130706449020175 -0.00089220843950665461 0.00013758513892929273 -0.00087658841804892271 leaf_weight=3.3752491548657408 19.938456355594099 298.63463408313692 33.69648421369493 leaf_count=8 284 2324 495 internal_value=0 7.28429e-05 -0.000692631 internal_weight=0 318.573 37.0717 internal_count=3111 2608 503 is_linear=0 shrinkage=0.000893386 Tree=1287 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=42.256 36.891 27.4757 threshold=0.085880000000000026 -0.060024999999999995 0.081320000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021553282911212398 0.00011510762289207891 9.4778300726568979e-05 -9.8316844100341245e-05 leaf_weight=98.88120508287102 189.16612865403295 40.768297825008631 59.846786161884665 leaf_count=1546 1055 198 317 internal_value=0 -0.000124939 6.37929e-05 internal_weight=0 139.65 249.013 internal_count=3116 1744 1372 is_linear=0 shrinkage=0.000274722 Tree=1288 num_leaves=4 num_cat=0 split_feature=4 376 150 split_gain=29.2152 28.773 24.9772 threshold=0.28122000000000008 0.048375000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.421720422432907e-05 -0.00031760418899201039 0.00021096827043518501 0.00023154278440768087 leaf_weight=285.83076436631382 7.2256517261266699 33.200448893010616 57.946932133287191 leaf_count=2658 29 120 311 internal_value=0 -3.55157e-05 0.000170219 internal_weight=0 319.031 65.1726 internal_count=3118 2778 340 is_linear=0 shrinkage=0.000280216 Tree=1289 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=31.7622 42.487 20.5507 threshold=0.10100500000000003 -0.11550499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016075479866038057 -0.00030393837266105779 -0.0001189248125069899 0.00012221131672202347 leaf_weight=50.378993514925241 8.5775530934333784 179.3963231658563 150.32147423550487 leaf_count=206 86 2082 688 internal_value=0 -5.75557e-05 9.90094e-05 internal_weight=0 229.775 158.899 internal_count=3062 2288 774 is_linear=0 shrinkage=0.000269335 Tree=1290 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=31.6131 42.6482 29.6101 threshold=0.094090000000000021 -0.11550499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016609825083443107 0.00023653011496915693 -0.00014272001782155048 4.5149310308063498e-06 leaf_weight=45.14781341329217 66.322925720363855 156.65693107247353 123.45918298140168 leaf_count=187 330 1953 619 internal_value=0 -7.35773e-05 8.56887e-05 internal_weight=0 201.805 189.782 internal_count=3089 2140 949 is_linear=0 shrinkage=0.000280216 Tree=1291 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=37.5803 30.747 22.2169 threshold=0.080020000000000022 0.12485500000000001 0.13401500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013415498813350768 -0.00014015016169447556 0.00028498498910623096 -0.00014643927500322966 leaf_weight=172.0245812498033 174.20665813237429 17.856444731354713 31.940254729241133 leaf_count=717 2202 70 148 internal_value=0 -0.000100482 9.01586e-05 internal_weight=0 192.063 203.965 internal_count=3137 2272 865 is_linear=0 shrinkage=0.000309381 Tree=1292 num_leaves=4 num_cat=0 split_feature=12 132 16 split_gain=27.0318 23.8056 23.7334 threshold=0.079600000000000018 0.082150000000000015 -0.17157499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1520819894724289e-05 0.00036032536872732731 0.0010729940186843543 -0.00046819556491710867 leaf_weight=162.47676952183247 38.111089477315545 24.473060473799706 136.84793052542955 leaf_count=750 209 94 2078 internal_value=0 0.000220568 -0.000287605 internal_weight=0 186.95 174.959 internal_count=3131 844 2287 is_linear=0 shrinkage=0.000929479 Tree=1293 num_leaves=4 num_cat=0 split_feature=484 403 123 split_gain=21.6871 23.8001 13.1529 threshold=-0.0048899999999999994 -0.092224999999999988 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00092349644223939863 -0.00090936538167143348 0.00015728907000366914 0.00090604084773610342 leaf_weight=28.270581992343068 19.096618365496397 305.59706862643361 3.7655345872044554 leaf_count=453 346 2281 16 internal_value=0 9.42627e-05 -0.000706045 internal_weight=0 324.694 32.0361 internal_count=3096 2627 469 is_linear=0 shrinkage=0.000929479 Tree=1294 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=34.1798 44.2734 24.9049 threshold=0.093535000000000021 -0.11550499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054520426284773629 -0.0011643867336151384 -0.00063991112546195317 0.00038572368236619592 leaf_weight=43.762000635266304 11.581454537808893 136.47262943442911 164.78923474252224 leaf_count=197 120 1954 853 internal_value=0 -0.000351998 0.000283261 internal_weight=0 180.235 176.371 internal_count=3124 2151 973 is_linear=0 shrinkage=0.00102622 Tree=1295 num_leaves=4 num_cat=0 split_feature=14 0 160 split_gain=22.0089 23.5135 0.961487 threshold=0.077685000000000018 -0.10726999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003822825368855735 -0.0015180339050895877 -0.00013207136241785816 -0.00095561645078322927 leaf_weight=115.70285035669804 5.2920005712658167 227.73545761499554 7.3453892916440946 leaf_count=489 42 2494 64 internal_value=0 4.12803e-05 -0.0012024 internal_weight=0 343.438 12.6374 internal_count=3089 2983 106 is_linear=0 shrinkage=0.000929479 Tree=1296 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=29.2112 37.6638 21.0747 threshold=0.10384000000000002 -0.11550499999999998 0.082465000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014611232882479546 0.00016868451404054911 -0.00012446564387471061 -6.8945128041907993e-05 leaf_weight=54.135610934346914 102.89524041116238 186.56307513080537 43.23489342816174 leaf_count=234 524 2127 199 internal_value=0 -6.35702e-05 9.83791e-05 internal_weight=0 240.699 146.13 internal_count=3084 2361 723 is_linear=0 shrinkage=0.00028582 Tree=1297 num_leaves=4 num_cat=0 split_feature=1213 403 133 split_gain=29.175 27.625 0.592789 threshold=-1.0000000180025095e-35 -0.08373499999999999 -0.14813999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050490226783708454 -0.00097768685736141945 0.00011192064111830024 -0.0010128152026992771 leaf_weight=2.3021571487188366 18.825746418908238 310.76127945352346 20.872631150297821 leaf_count=46 362 2300 421 internal_value=0 4.93722e-05 -0.00096503 internal_weight=0 329.587 23.1748 internal_count=3129 2662 467 is_linear=0 shrinkage=0.000875869 Tree=1298 num_leaves=4 num_cat=0 split_feature=52 1 48 split_gain=28.333 30.0833 5.36221 threshold=-0.32783999999999996 0.099115000000000023 0.098985000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011778859319169727 -0.00019330458911192709 0.00041311298100168682 0.00014163621854764558 leaf_weight=22.633957473561171 188.90751191973686 137.37036342918873 3.4249623324722043 leaf_count=311 2054 688 31 internal_value=0 6.20651e-05 -0.0010046 internal_weight=0 326.278 26.0589 internal_count=3084 2742 342 is_linear=0 shrinkage=0.00098637 Tree=1299 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=27.7602 31.0697 12.5265 threshold=1.0000000180025095e-35 -0.10462499999999998 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052673837945080542 -0.00063328048447427077 -0.00027255527888647653 0.00080608138551227536 leaf_weight=52.727796118706465 6.1207352355122557 253.04716478195041 43.66164805740118 leaf_count=290 31 2580 236 internal_value=0 -0.000134583 0.000628088 internal_weight=0 305.775 49.7824 internal_count=3137 2870 267 is_linear=0 shrinkage=0.000948068 Tree=1300 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=31.7951 30.1729 19.2551 threshold=0.10100500000000003 -0.11550499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014264367274616726 -0.00034603805633061504 -0.00013936696028764265 0.00012627632088548331 leaf_weight=45.510718107223511 8.6448069885373098 178.09119318705052 147.60977004095912 leaf_count=196 94 2123 698 internal_value=0 -8.19254e-05 9.99164e-05 internal_weight=0 223.602 156.255 internal_count=3111 2319 792 is_linear=0 shrinkage=0.000309381 Tree=1301 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=30.8629 30.2954 26.3854 threshold=0.077800000000000022 -0.074179999999999982 0.077735000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024717196350118039 9.2753921280209264e-05 6.0997580995901399e-05 -0.00011998950197162059 leaf_weight=71.574365953914821 204.64123478904366 40.887019349262118 61.956502381712198 leaf_count=1260 1157 334 339 internal_value=0 -0.000135183 4.32834e-05 internal_weight=0 112.461 266.598 internal_count=3090 1594 1496 is_linear=0 shrinkage=0.00028582 Tree=1302 num_leaves=4 num_cat=0 split_feature=16 0 16 split_gain=27.096 42.7581 18.5027 threshold=0.26746000000000009 -0.061204999999999989 0.68100000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.8917660066561737e-05 -0.00086344392557174954 0.00068854204594789273 0.00086329438508602765 leaf_weight=239.48324958886951 35.404359495267272 77.661061843857169 5.4055022187530986 leaf_count=2388 353 361 25 internal_value=0 0.000124296 -0.000632991 internal_weight=0 317.144 40.8099 internal_count=3127 2749 378 is_linear=0 shrinkage=0.000875869 Tree=1303 num_leaves=4 num_cat=0 split_feature=12 16 49 split_gain=41.3356 33.1977 28.079 threshold=0.080020000000000022 0.13401500000000002 -0.030749999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011887022241188717 9.5625076752751717e-05 -0.0001800287708515596 -0.00015208756111431153 leaf_weight=167.49796707928181 39.246127681806684 29.14563561975956 139.11866746842861 leaf_count=718 187 141 2027 internal_value=0 7.44915e-05 -9.75568e-05 internal_weight=0 196.644 178.365 internal_count=3073 859 2214 is_linear=0 shrinkage=0.000258876 Tree=1304 num_leaves=4 num_cat=0 split_feature=12 16 132 split_gain=35.1016 30.5458 22.8508 threshold=0.080020000000000022 -0.17157499999999998 0.082150000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.6249312017927124e-05 0.00010477423207053585 -0.00018516683493397521 0.00034054288188049603 leaf_weight=169.42314791306853 40.329190885648131 156.74290050193667 21.561428751796484 leaf_count=775 208 2017 86 internal_value=0 -0.000125807 5.30389e-05 internal_weight=0 197.072 190.985 internal_count=3086 2225 861 is_linear=0 shrinkage=0.000297367 Tree=1305 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=27.2807 24.359 21.2025 threshold=0.083325000000000024 -0.030749999999999996 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034270189731227407 0.00037353626305206049 -0.00052716735592260925 -0.00057095450503524207 leaf_weight=165.72675082460046 36.06381244584918 125.62890856526792 27.618840113282204 leaf_count=799 189 2045 145 internal_value=0 -0.000326156 0.000211934 internal_weight=0 161.693 193.346 internal_count=3178 2234 944 is_linear=0 shrinkage=0.00096703 Tree=1306 num_leaves=4 num_cat=0 split_feature=4 43 3 split_gain=22.4865 21.0227 0.30427 threshold=0.50652000000000019 0.17193000000000003 0.12610000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4949551156940529e-05 0.00095566812512107389 -0.0011238021697927742 0.00066138933927448022 leaf_weight=316.18496528640389 16.375880107283596 15.987494944594799 5.2560881972312918 leaf_count=2753 115 203 47 internal_value=0 -8.77172e-05 0.000887939 internal_weight=0 332.172 21.632 internal_count=3118 2956 162 is_linear=0 shrinkage=0.000929479 Tree=1307 num_leaves=4 num_cat=0 split_feature=1456 151 3 split_gain=23.3694 21.8906 2.66892 threshold=-1.0000000180025095e-35 -0.52342999999999995 -0.15102499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016899148502811257 -0.0014984919353946131 7.4848783600727273e-05 -0.0010008901723502117 leaf_weight=1.4660033546388174 6.2833045339211813 313.62954289186746 17.701054276898503 leaf_count=9 53 2677 290 internal_value=0 4.34338e-05 -0.000910949 internal_weight=0 319.913 19.1671 internal_count=3029 2730 299 is_linear=0 shrinkage=0.000841858 Tree=1308 num_leaves=4 num_cat=0 split_feature=12 13 47 split_gain=32.989 26.2176 22.3655 threshold=0.080020000000000022 -0.10462499999999998 0.077735000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013304464013634375 0.00014752888105307852 -0.00015624621244717167 -0.00011256007035505078 leaf_weight=149.06859103962779 31.577279064804316 149.52630310226232 44.129007555544376 leaf_count=673 153 2116 173 internal_value=0 -0.000103221 7.69124e-05 internal_weight=0 181.104 193.198 internal_count=3115 2269 846 is_linear=0 shrinkage=0.000303315 Tree=1309 num_leaves=4 num_cat=0 split_feature=123 50 43 split_gain=24.6789 24.644 7.25107 threshold=1.0000000180025095e-35 0.086500000000000007 -0.040754999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1179726213597513e-05 0.00078612245140301121 -0.00079579348191750551 -2.4635220628683604e-05 leaf_weight=270.54046347178519 35.830306388437748 36.117625955492258 11.651936475187538 leaf_count=2318 202 541 60 internal_value=0 -0.000103847 0.000587576 internal_weight=0 306.658 47.4822 internal_count=3121 2859 262 is_linear=0 shrinkage=0.000893386 Tree=1310 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=29.7828 34.3207 28.9701 threshold=0.079600000000000018 -0.17157499999999998 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022206366270479305 0.00013594655489342948 -0.0001569278057287387 -7.8146915137673127e-06 leaf_weight=69.677372571080923 42.87900348007679 136.44400831405073 124.98497004806995 leaf_count=299 219 2001 540 internal_value=0 -8.68557e-05 7.45482e-05 internal_weight=0 179.323 194.662 internal_count=3059 2220 839 is_linear=0 shrinkage=0.00028582 Tree=1311 num_leaves=4 num_cat=0 split_feature=50 130 3 split_gain=22.6917 25.1065 13.1724 threshold=0.086815000000000017 0.084355000000000027 0.17769000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014888085507099215 -0.00077942592112781306 -0.00088101064493329882 0.00099696889937831833 leaf_weight=290.96371081937104 39.455653098411858 20.967553640715778 3.7037248685955992 leaf_count=2219 553 334 16 internal_value=0 7.93618e-05 -0.000624799 internal_weight=0 311.931 43.1594 internal_count=3122 2553 569 is_linear=0 shrinkage=0.000911254 Tree=1312 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=28.8223 27.6826 25.3276 threshold=1.0000000180025095e-35 -0.059114999999999994 0.26799500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00080917375699053704 0.00028951604260970821 0.00033710136125697602 -0.00073307140076751907 leaf_weight=69.548777168616652 225.9225958744064 30.660633217543364 27.392509657889605 leaf_count=1436 1308 157 204 internal_value=0 -0.000458468 0.000178662 internal_weight=0 100.209 253.315 internal_count=3105 1593 1512 is_linear=0 shrinkage=0.0010061 Tree=1313 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=28.4508 33.983 23.2765 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014004515771825503 0.00015441938995245307 -0.00013410676115145964 -0.00010202297080429418 leaf_weight=49.040836028754711 115.25958902016282 176.21342797297984 40.606320448219776 leaf_count=208 603 2131 200 internal_value=0 -7.43803e-05 8.75855e-05 internal_weight=0 225.254 155.866 internal_count=3142 2339 803 is_linear=0 shrinkage=0.000291537 Tree=1314 num_leaves=4 num_cat=0 split_feature=13 1 13 split_gain=26.7345 29.0405 6.10375 threshold=-0.24426999999999996 1.0000000180025095e-35 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.4754224119156624e-05 -0.0001486467870474758 2.2787523918390263e-05 0.0002887994407484274 leaf_weight=8.4967828169465047 101.70844359416515 242.06397475115955 25.296807833015919 leaf_count=40 1555 1355 122 internal_value=0 -2.79649e-05 0.000222711 internal_weight=0 343.772 33.7936 internal_count=3072 2910 162 is_linear=0 shrinkage=0.000269335 Tree=1315 num_leaves=4 num_cat=0 split_feature=15 47 4 split_gain=29.7832 26.2994 18.208 threshold=0.084580000000000016 1.0000000180025095e-35 0.15164000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0739211451330494e-05 -0.00025830888583610549 -0.0001337847093302984 0.00024563377813101176 leaf_weight=242.05763904005289 53.858182772994041 74.057403095066547 6.4812223725020877 leaf_count=1628 975 458 35 internal_value=0 1.51362e-05 -0.000203824 internal_weight=0 316.115 60.3394 internal_count=3096 2086 1010 is_linear=0 shrinkage=0.00028582 Tree=1316 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=31.014 26.7739 21.1828 threshold=0.083325000000000024 0.12545500000000001 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018449508899607997 -0.00013595078731943613 0.00023512230123385854 -4.0239828414119111e-06 leaf_weight=71.866541247814894 154.69130539149046 16.836367681622505 133.7864763699472 leaf_count=337 2104 69 593 internal_value=0 -9.93983e-05 6.19196e-05 internal_weight=0 171.528 205.653 internal_count=3103 2173 930 is_linear=0 shrinkage=0.000280216 Tree=1317 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=29.5707 35.1945 2.89748 threshold=-0.32783999999999996 -0.048794999999999991 -0.24203999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.6015895710277918e-05 0.00049223544673477877 -0.00014014399046846892 -0.0011026684805819917 leaf_weight=2.4093680530786541 116.84582922235131 217.18983752280474 21.176059279590845 leaf_count=19 631 2150 304 internal_value=0 8.11534e-05 -0.000993326 internal_weight=0 334.036 23.5854 internal_count=3104 2781 323 is_linear=0 shrinkage=0.000929479 Tree=1318 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=33.8285 30.0287 26.7384 threshold=0.080020000000000022 0.10812000000000001 0.13401500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011673950740743747 -0.00013054895267881103 0.00036046896951940342 -0.00017887015422545939 leaf_weight=164.58968198671937 166.91209914628416 10.7282677590847 29.366643916815519 leaf_count=714 2211 31 145 internal_value=0 -0.000100686 7.19043e-05 internal_weight=0 177.64 193.956 internal_count=3101 2242 859 is_linear=0 shrinkage=0.00028582 Tree=1319 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=35.5098 30.2807 16.839 threshold=0.27044500000000005 0.083325000000000024 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8649814799656005e-05 0.0002286726541015018 -0.00014037080635834182 -0.00020068387819224037 leaf_weight=160.252930207178 62.002768222242594 148.73340998217463 8.3937007188796979 leaf_count=667 336 2083 31 internal_value=0 -4.7543e-05 0.000177241 internal_weight=0 308.986 70.3965 internal_count=3117 2750 367 is_linear=0 shrinkage=0.00028582 Tree=1320 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=28.5697 32.0661 22.9592 threshold=0.083325000000000024 -0.030749999999999996 0.082805000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003721404531054179 0.00050954043848929972 -0.00064637179913990905 -0.0012510288974164803 leaf_weight=177.77393025904894 39.123336894437671 120.81552145909518 11.335976516827939 leaf_count=828 184 1991 81 internal_value=0 -0.00036346 0.000274159 internal_weight=0 159.939 189.11 internal_count=3084 2175 909 is_linear=0 shrinkage=0.00111081 Tree=1321 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=31.2432 32.0481 22.9851 threshold=0.24099500000000004 0.048375000000000008 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.7982247601142089e-05 0.00018060161724609404 0.00020811294004650642 -0.00028137733810802717 leaf_weight=258.57887181919068 77.040309332311153 30.774889998137951 8.9846353679895383 leaf_count=2548 411 112 34 internal_value=0 -5.6422e-05 0.000132048 internal_weight=0 289.354 86.0249 internal_count=3105 2660 445 is_linear=0 shrinkage=0.000274722 Tree=1322 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=39.6977 24.5637 22.2768 threshold=0.27150500000000005 -0.063819999999999988 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010703342911349829 -0.00029119275291539758 6.1199448748836276e-05 0.00021868271657732806 leaf_weight=205.78900009859353 7.0536589100956908 95.974797358736396 67.564104340970516 leaf_count=2217 28 494 352 internal_value=0 -5.35248e-05 0.00017012 internal_weight=0 301.764 74.6178 internal_count=3091 2711 380 is_linear=0 shrinkage=0.000274722 Tree=1323 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=37.2927 33.853 28.9308 threshold=0.080020000000000022 -0.18817999999999999 0.11015500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012919232370133414 0.00013608369975477564 -0.00016261977456299805 -0.00018472269707284751 leaf_weight=163.7160847261548 39.557934608310461 141.89334531966597 27.996297217905521 leaf_count=696 202 2037 139 internal_value=0 -9.74561e-05 8.32694e-05 internal_weight=0 181.451 191.712 internal_count=3074 2239 835 is_linear=0 shrinkage=0.00028582 Tree=1324 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=35.7044 29.7522 22.3798 threshold=0.28122000000000008 -0.060269999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010700836934412548 -0.00029723854148796017 8.6311446675772644e-05 0.00023719998981038044 leaf_weight=216.23539883177727 7.0647456645965567 92.89198362827301 60.218755181878805 leaf_count=2283 27 444 314 internal_value=0 -4.8906e-05 0.000180684 internal_weight=0 309.127 67.2835 internal_count=3068 2727 341 is_linear=0 shrinkage=0.00028582 Tree=1325 num_leaves=4 num_cat=0 split_feature=15 49 14 split_gain=24.2764 23.382 2.94512 threshold=-0.24269999999999997 -0.038669999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039654791894839489 0.000294421597300528 -0.00023031686793371253 0.00091472808850421433 leaf_weight=15.051434356719254 92.181385397911072 221.37030107248574 19.831533070653677 leaf_count=88 435 2414 143 internal_value=0 -7.59984e-05 0.000693126 internal_weight=0 313.552 34.883 internal_count=3080 2849 231 is_linear=0 shrinkage=0.000875869 Tree=1326 num_leaves=4 num_cat=0 split_feature=123 0 133 split_gain=30.1279 26.3998 18.5853 threshold=1.0000000180025095e-35 -0.11471499999999998 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9862188325540399e-05 -0.00022688008697450675 -9.1424255974375049e-05 0.000253348096913269 leaf_weight=103.07075221464038 7.230016700923442 224.06713622063398 46.620197076350451 leaf_count=432 36 2411 225 internal_value=0 -3.74485e-05 0.000188535 internal_weight=0 327.138 53.8502 internal_count=3104 2843 261 is_linear=0 shrinkage=0.000280216 Tree=1327 num_leaves=4 num_cat=0 split_feature=2 31 150 split_gain=23.5887 31.7836 24.8924 threshold=0.092120000000000021 -1.0000000180025095e-35 0.082085000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00098433339654168859 3.4866724675993612e-05 -0.00035868139966811541 0.00078305353205968139 leaf_weight=14.723109297454355 144.68027721624821 152.63302198518068 44.531159125268459 leaf_count=90 1061 1799 189 internal_value=0 -0.000239951 0.000211312 internal_weight=0 167.356 189.211 internal_count=3139 1889 1250 is_linear=0 shrinkage=0.000875869 Tree=1328 num_leaves=4 num_cat=0 split_feature=159 15 147 split_gain=25.9953 27.7469 13.0845 threshold=-1.0000000180025095e-35 -0.24269999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011506078857240476 0.00097981965499880589 -5.2203590821191085e-05 0.00096537613104514717 leaf_weight=29.537870400585234 31.57139215618372 288.00444032810628 3.5043635368347159 leaf_count=483 222 2430 7 internal_value=0 5.00591e-05 -0.00092369 internal_weight=0 319.576 33.0422 internal_count=3142 2652 490 is_linear=0 shrinkage=0.00104674 Tree=1329 num_leaves=4 num_cat=0 split_feature=15 4 13 split_gain=22.4851 21.516 19.4846 threshold=0.082805000000000004 -0.49367499999999992 0.14307000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00083217387563772603 -0.00082486816531423157 0.00015567979456875157 0.00067844207800875898 leaf_weight=22.223774649202824 48.776253269985318 268.18952104169875 9.566511473618446 leaf_count=145 1050 1846 84 internal_value=0 7.97931e-05 -0.000577542 internal_weight=0 290.413 58.3428 internal_count=3125 1991 1134 is_linear=0 shrinkage=0.00096703 Tree=1330 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=31.6498 30.0448 29.5253 threshold=1.0000000180025095e-35 -0.074179999999999982 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026746331122737033 -0.00024838020702379484 4.7490608281244087e-05 6.2019453055903276e-05 leaf_weight=69.044200061820447 27.895369879901409 38.482420522719622 235.82055627927184 leaf_count=1253 173 334 1346 internal_value=0 -0.000154813 2.90945e-05 internal_weight=0 107.527 263.716 internal_count=3106 1587 1519 is_linear=0 shrinkage=0.00028582 Tree=1331 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=29.5096 25.7137 20.346 threshold=0.10100500000000003 -0.097724999999999992 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010583056134050116 0.00016070031479416388 -0.00012246630227881429 -7.2427091857985929e-05 leaf_weight=55.704010939225554 117.63764839619398 168.6204089038074 43.525218330323696 leaf_count=304 592 2015 207 internal_value=0 -6.57513e-05 9.77331e-05 internal_weight=0 224.324 161.163 internal_count=3118 2319 799 is_linear=0 shrinkage=0.000291537 Tree=1332 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=33.1322 27.4026 25.3303 threshold=0.10100500000000003 0.086785000000000015 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.7117146034231134e-05 0.00016743422440572376 -9.890274281589588e-05 0.00016402802075062093 leaf_weight=194.53951242752373 113.83741265907884 37.078985374420881 31.169076543301344 leaf_count=2235 593 182 98 internal_value=0 0.000101972 -6.0991e-05 internal_weight=0 150.916 225.709 internal_count=3108 775 2333 is_linear=0 shrinkage=0.000269335 Tree=1333 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=38.0758 26.307 15.7082 threshold=0.10437000000000002 -0.097724999999999992 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6729374260268896e-05 0.00017999428590903993 -0.00013214382209111403 -3.691041997180129e-05 leaf_weight=58.670515982434154 101.94769896194339 181.70804051309824 41.494035283103585 leaf_count=324 520 2057 193 internal_value=0 -7.62625e-05 0.000117269 internal_weight=0 240.379 143.442 internal_count=3094 2381 713 is_linear=0 shrinkage=0.000297367 Tree=1334 num_leaves=4 num_cat=0 split_feature=12 0 4 split_gain=34.0085 25.4872 20.9579 threshold=0.083325000000000024 -0.060944999999999992 -0.44477499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020418061941705683 -0.00015485379834042894 7.6402179722104757e-05 9.4825393714763483e-05 leaf_weight=18.575853787362576 128.71067242790014 47.17448303103447 189.42814237065613 leaf_count=94 1905 285 834 internal_value=0 -9.28191e-05 6.80271e-05 internal_weight=0 175.885 208.004 internal_count=3118 2190 928 is_linear=0 shrinkage=0.000269335 Tree=1335 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=40.2498 30.3028 20.1739 threshold=0.10100500000000003 -0.12077499999999998 0.16579500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014512242713489673 0.0001575248792893703 -0.00013763001451803759 -0.00021910884977340559 leaf_weight=45.217966858297586 143.45222994312644 181.82179698999971 14.940823547542093 leaf_count=193 701 2102 76 internal_value=0 -8.12724e-05 0.000121868 internal_weight=0 227.04 158.393 internal_count=3072 2295 777 is_linear=0 shrinkage=0.000309381 Tree=1336 num_leaves=4 num_cat=0 split_feature=376 4 457 split_gain=28.4976 26.7433 3.11522 threshold=0.048375000000000008 0.17888000000000001 0.084010000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.6538680671769401e-05 0.00026650561264020251 0.00010391605377996453 7.8228034506601119e-05 leaf_weight=253.89982640650123 29.635234218090773 86.320903595536947 9.1387303993105871 leaf_count=2474 123 427 43 internal_value=0 -3.07345e-05 0.000222483 internal_weight=0 340.221 38.774 internal_count=3067 2901 166 is_linear=0 shrinkage=0.000280216 Tree=1337 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=34.0394 34.8323 26.2508 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014231388662539366 0.00015714467685630387 -0.00013817040423252483 -0.00010627512287323051 leaf_weight=43.04371453076601 112.90047771856189 178.97688856814057 40.208081731572747 leaf_count=191 567 2125 196 internal_value=0 -8.37479e-05 8.79405e-05 internal_weight=0 222.021 153.109 internal_count=3079 2316 763 is_linear=0 shrinkage=0.000280216 Tree=1338 num_leaves=4 num_cat=0 split_feature=1 15 13 split_gain=26.199 32.7886 5.20665 threshold=0.13038500000000003 0.084580000000000016 -0.040424999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0368920301546405e-05 0.00030257296191389476 -0.00023574087030688281 0.00011378157612504162 leaf_weight=281.25930349063128 19.918051894754171 47.685159265063703 25.027475215494633 leaf_count=1867 145 961 111 internal_value=0 -2.53763e-05 0.00019799 internal_weight=0 328.944 44.9455 internal_count=3084 2828 256 is_linear=0 shrinkage=0.000274722 Tree=1339 num_leaves=4 num_cat=0 split_feature=15 49 50 split_gain=22.3964 25.5296 16.6571 threshold=-0.24269999999999997 -0.038669999999999989 0.11377500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010522180015501241 0.00033436749928014042 -0.00037747923663964739 -0.0010388024346919514 leaf_weight=33.032813221216202 91.541349858045578 219.7077713040635 5.6447086445987216 leaf_count=224 432 2406 27 internal_value=0 -0.000168073 0.000744931 internal_weight=0 311.249 38.6775 internal_count=3089 2838 251 is_linear=0 shrinkage=0.00113303 Tree=1340 num_leaves=4 num_cat=0 split_feature=1 15 159 split_gain=23.348 24.9281 6.62638 threshold=0.12700000000000003 0.084050000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5334367500539594e-05 -0.00030515570485282242 -0.00074640922988944631 0.00077927592551159549 leaf_weight=253.43483783490956 5.9880468100309363 46.1756656980142 40.781173802912235 leaf_count=1745 25 1007 259 internal_value=0 -9.38404e-05 0.000640035 internal_weight=0 299.611 46.7692 internal_count=3036 2752 284 is_linear=0 shrinkage=0.00096703 Tree=1341 num_leaves=4 num_cat=0 split_feature=484 1 150 split_gain=23.5328 21.9255 7.55051 threshold=-0.0048899999999999994 0.12700000000000003 0.10117000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00098332766954214675 -4.8740855654260096e-05 0.00071371675767927531 0.00065978193963028809 leaf_weight=29.171178408898413 274.95915438700467 42.231496401131153 2.9225300736725321 leaf_count=463 2349 255 12 internal_value=0 5.29905e-05 -0.000831929 internal_weight=0 317.191 32.0937 internal_count=3079 2604 475 is_linear=0 shrinkage=0.00098637 Tree=1342 num_leaves=4 num_cat=0 split_feature=4 376 150 split_gain=27.5749 25.0157 21.203 threshold=0.28122000000000008 0.048375000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022367499528812781 -0.00095024658336176891 0.00060135149549892051 0.00069663614527551204 leaf_weight=260.64344513509423 6.6480729877948752 31.503669153898954 53.903846312314272 leaf_count=2616 27 124 322 internal_value=0 -0.000134512 0.000514403 internal_weight=0 292.147 60.5519 internal_count=3089 2740 349 is_linear=0 shrinkage=0.000875869 Tree=1343 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=29.4239 38.1665 21.7827 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016942248310581169 0.00017416979147966315 -0.00014278520309321451 -8.8724446795014614e-05 leaf_weight=47.791768059134483 110.02544853463769 172.23818241432309 41.467473663389683 leaf_count=204 577 2089 203 internal_value=0 -7.49202e-05 0.000102197 internal_weight=0 220.03 151.493 internal_count=3073 2293 780 is_linear=0 shrinkage=0.000309381 Tree=1344 num_leaves=4 num_cat=0 split_feature=51 0 16 split_gain=22.7657 30.9409 16.2486 threshold=-0.10433999999999997 -0.07087499999999998 0.68100000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00091436589903010393 -0.00010801778537798361 0.00050311189364217381 0.00087461358310074531 leaf_weight=31.683248198591173 223.09479930717498 99.333140430040658 4.7696395125240079 leaf_count=299 2217 584 27 internal_value=0 8.03675e-05 -0.000678327 internal_weight=0 322.428 36.4529 internal_count=3127 2801 326 is_linear=0 shrinkage=0.000911254 Tree=1345 num_leaves=4 num_cat=0 split_feature=52 1213 1447 split_gain=24.1137 22.5889 6.28641 threshold=0.16579500000000003 -1.0000000180025095e-35 -0.085289999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00080857646521269419 0.00057011761410282716 0.00015591357107885167 -0.00092632650930710007 leaf_weight=23.439675331115723 2.6982665844261673 297.97859377413988 27.969962503761053 leaf_count=443 24 2273 352 internal_value=0 8.53203e-05 -0.000793071 internal_weight=0 321.418 30.6682 internal_count=3092 2716 376 is_linear=0 shrinkage=0.000948068 Tree=1346 num_leaves=4 num_cat=0 split_feature=12 16 3 split_gain=28.703 27.7491 21.3675 threshold=0.081135000000000013 -0.17157499999999998 -0.010149999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021053280587404795 0.00013129339526928496 -0.00014523286389419405 7.3148725144367277e-06 leaf_weight=72.539756461977959 41.586310690268874 139.3268403513357 123.59640435129404 leaf_count=283 215 2010 580 internal_value=0 -8.16262e-05 8.2551e-05 internal_weight=0 180.913 196.136 internal_count=3088 2225 863 is_linear=0 shrinkage=0.000297367 Tree=1347 num_leaves=4 num_cat=0 split_feature=147 1 52 split_gain=22.468 23.955 8.58047 threshold=0.085900000000000018 0.099515000000000006 -0.062629999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029893440079208154 -0.00018898926450343297 0.00019589857937895056 0.00087332630855904573 leaf_weight=187.83352041989565 7.3945250436663619 124.8453398309648 26.896140305325389 leaf_count=2243 56 708 96 internal_value=0 -0.00010136 0.000644376 internal_weight=0 312.679 34.2907 internal_count=3103 2951 152 is_linear=0 shrinkage=0.000875869 Tree=1348 num_leaves=4 num_cat=0 split_feature=159 1 1 split_gain=30.8444 27.9057 4.0082 threshold=-0.032069999999999994 0.076845000000000011 0.12263000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032052049069287232 -9.7862880618558373e-05 7.5925398485594581e-05 -8.9965488159307705e-05 leaf_weight=24.253806075081229 104.75487830955535 235.33017640933394 7.9669231921434394 leaf_count=391 1381 1298 31 internal_value=0 2.23796e-05 -0.000264022 internal_weight=0 340.085 32.2207 internal_count=3101 2679 422 is_linear=0 shrinkage=0.000280216 Tree=1349 num_leaves=4 num_cat=0 split_feature=4 48 151 split_gain=22.9245 21.728 20.7516 threshold=0.27150500000000005 0.12450000000000001 -0.039414999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030003207050170022 0.00067353516353286884 -0.0010773225284336806 -0.00026602290895283442 leaf_weight=67.786411246284842 51.949019625782967 6.2455852627754203 216.54106170684099 leaf_count=420 330 25 2290 internal_value=0 0.000483921 -0.000131005 internal_weight=0 58.1946 284.327 internal_count=3065 355 2710 is_linear=0 shrinkage=0.000893386 Tree=1350 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=27.7925 34.0865 23.8212 threshold=0.10437000000000002 -0.12077499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001426183560800715 -0.0002423669646188776 -0.00011656411810549503 0.00013486166757825161 leaf_weight=50.099062751978636 14.616894133388994 193.00951336976141 122.68687826395035 leaf_count=213 81 2231 621 internal_value=0 -6.31115e-05 9.45384e-05 internal_weight=0 243.109 137.304 internal_count=3146 2444 702 is_linear=0 shrinkage=0.000280216 Tree=1351 num_leaves=4 num_cat=0 split_feature=1 3 453 split_gain=22.9378 27.7561 19.8295 threshold=0.10384000000000002 -0.11550499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043832964792088448 0.00038912841212791608 -0.00035026619330555305 -0.0011883337269945056 leaf_weight=47.13276369124651 121.97304166294634 171.968913837336 6.8890729770064345 leaf_count=215 673 2174 31 internal_value=0 -0.000180488 0.000303838 internal_weight=0 219.102 128.862 internal_count=3093 2389 704 is_linear=0 shrinkage=0.000911254 Tree=1352 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=30.632 38.8963 30.2211 threshold=1.0000000180025095e-35 -0.074179999999999982 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025623379627259709 -0.00026376722034309098 0.00010211964353351065 9.3190210702604704e-05 leaf_weight=67.342607883736491 21.856821022927761 41.553214424289763 245.09473979845643 leaf_count=1251 150 349 1358 internal_value=0 -0.000119526 6.38658e-05 internal_weight=0 108.896 266.952 internal_count=3108 1600 1508 is_linear=0 shrinkage=0.000291537 Tree=1353 num_leaves=4 num_cat=0 split_feature=12 3 1 split_gain=45.9289 23.7563 19.1914 threshold=0.081135000000000013 0.10812000000000001 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001321972156103427 -0.0001977210028427104 0.00029818842350600068 0.00010531539610217502 leaf_weight=43.897096678614616 173.4210839252919 10.087082404643295 147.15570377185941 leaf_count=204 2184 32 692 internal_value=0 -0.000170297 5.0698e-05 internal_weight=0 183.508 191.053 internal_count=3112 2216 896 is_linear=0 shrinkage=0.000315569 Tree=1354 num_leaves=4 num_cat=0 split_feature=1456 155 160 split_gain=20.7064 22.1969 2.33443 threshold=1.0000000180025095e-35 0.087240000000000012 -0.09965499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1132330129374556e-05 -0.0003098823620033465 -0.0009191008386899859 -0.0011403986488317159 leaf_weight=320.86066263262182 3.137329163029789 16.080267371609807 11.733472312800584 leaf_count=2664 50 198 210 internal_value=0 4.26304e-05 -0.000968808 internal_weight=0 336.941 14.8708 internal_count=3122 2862 260 is_linear=0 shrinkage=0.000841858 Tree=1355 num_leaves=4 num_cat=0 split_feature=3 50 0 split_gain=23.7817 23.2975 3.56712 threshold=0.17769000000000004 0.086500000000000007 -0.13338499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.9026576604293123e-06 0.00043628681373381138 -0.00076618714538409407 0.0011649969037824321 leaf_weight=286.44701385963708 9.8906761482357997 37.784594490192831 13.31670395284891 leaf_count=2422 59 544 86 internal_value=0 -9.47369e-05 0.000858016 internal_weight=0 324.232 23.2074 internal_count=3111 2966 145 is_linear=0 shrinkage=0.000911254 Tree=1356 num_leaves=4 num_cat=0 split_feature=1 1429 43 split_gain=25.873 21.9958 14.2636 threshold=0.10100500000000003 0.084845000000000018 -0.067199999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031630661588912998 0.00079198513430828177 0.00079470417493826312 0.00011151615594422081 leaf_weight=184.24281047843397 56.125372353941202 21.729985027574003 84.524415496736765 leaf_count=2130 307 149 469 internal_value=0 -0.000198728 0.000383467 internal_weight=0 205.973 140.65 internal_count=3055 2279 776 is_linear=0 shrinkage=0.00104674 Tree=1357 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=21.4916 36.2407 34.8303 threshold=-0.10075499999999998 -0.055554999999999993 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00074158290339974603 -0.00052237956346267139 0.00010880198158061454 -0.00036209149409240071 leaf_weight=53.982482057064772 91.862146706320345 168.92768871970475 28.54698296263814 leaf_count=259 1780 847 169 internal_value=0 -0.000113658 0.000359848 internal_weight=0 260.79 82.5295 internal_count=3055 2627 428 is_linear=0 shrinkage=0.000809167 Tree=1358 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=25.7519 23.1133 21.5396 threshold=0.081135000000000013 0.13062500000000002 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00061240593975087814 -0.00036297179455345343 0.00082718537929227036 -5.7185592757984797e-06 leaf_weight=67.223082132637501 147.09835903253406 13.575800377875565 120.89120447076857 leaf_count=322 2157 64 552 internal_value=0 -0.000261906 0.000215403 internal_weight=0 160.674 188.114 internal_count=3095 2221 874 is_linear=0 shrinkage=0.000875869 Tree=1359 num_leaves=4 num_cat=0 split_feature=1 4 14 split_gain=31.1611 49.1336 26.6501 threshold=1.0000000180025095e-35 -0.10092 0.077685000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065278973113843254 0.00022146500335976893 -0.00081657495517766681 -0.0011697443304311587 leaf_weight=24.23984052054584 234.10027888603508 71.520873073488474 11.420526035130022 leaf_count=88 1418 1469 99 internal_value=0 -0.000444308 0.000156248 internal_weight=0 95.7607 245.521 internal_count=3074 1557 1517 is_linear=0 shrinkage=0.000893386 Tree=1360 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=22.1385 35.2688 threshold=-0.42985499999999993 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0010178391037362479 0.00043136865789047577 -0.00018990324213022979 leaf_weight=17.456409802660346 117.9032883560285 212.39041881356388 leaf_count=278 671 2188 internal_value=0 3.19401e-05 internal_weight=0 330.294 internal_count=3137 2859 is_linear=0 shrinkage=0.000911254 Tree=1361 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=21.5107 22.4605 threshold=-0.51118499999999989 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0016050068021228735 -8.8110435676819242e-05 0.00047932585837276822 leaf_weight=5.4182698410004368 281.4592096824199 54.404172498732805 leaf_count=44 2692 333 internal_value=0 3.93373e-06 internal_weight=0 335.863 internal_count=3069 3025 is_linear=0 shrinkage=0.000809167 Tree=1362 num_leaves=4 num_cat=0 split_feature=403 1429 4 split_gain=20.2238 19.8985 0.732576 threshold=-0.092224999999999988 -1.0000000180025095e-35 0.26959000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011104457676254602 -0.0011480595335853128 0.00010781300184362958 -0.00038923179977058843 leaf_weight=14.589596163481476 12.141216413117943 317.68980162031949 1.6194434612989415 leaf_count=338 137 2616 14 internal_value=0 6.12099e-05 -0.00104155 internal_weight=0 329.831 16.209 internal_count=3105 2753 352 is_linear=0 shrinkage=0.00096703 Tree=1363 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=30.0759 39.542 20.4505 threshold=0.0047850000000000011 -0.10462499999999998 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018356847555806835 -0.00013119504581360797 -9.6691642253389211e-05 0.00023276729965202421 leaf_weight=49.541245955973864 15.977937314659355 239.4940226431936 58.666586417704821 leaf_count=253 66 2489 299 internal_value=0 -4.8602e-05 0.00015478 internal_weight=0 289.035 74.6445 internal_count=3107 2742 365 is_linear=0 shrinkage=0.00028582 Tree=1364 num_leaves=4 num_cat=0 split_feature=123 3 42 split_gain=28.9274 26.2258 7.04613 threshold=1.0000000180025095e-35 0.17769000000000004 -0.061474999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6588406148757482e-05 -0.00010252232707107392 0.00028231209673077167 0.00024746269805335053 leaf_weight=289.62848851829767 5.9511560276150695 21.165824510157108 44.023508321493864 leaf_count=2692 25 119 238 internal_value=0 -4.27343e-05 0.000205649 internal_weight=0 310.794 49.9747 internal_count=3074 2811 263 is_linear=0 shrinkage=0.000303315 Tree=1365 num_leaves=4 num_cat=0 split_feature=13 3 0 split_gain=25.1106 24.7732 3.33547 threshold=-0.24426999999999996 -0.10075499999999998 -0.11756999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004522158388071128 0.00039133746147568688 -0.00025393381193605802 0.0011422604031783986 leaf_weight=11.900899507105352 81.289392748847604 231.42199321463704 18.296242460608482 leaf_count=78 437 2547 83 internal_value=0 -8.61154e-05 0.000872984 internal_weight=0 312.711 30.1971 internal_count=3145 2984 161 is_linear=0 shrinkage=0.0010061 Tree=1366 num_leaves=4 num_cat=0 split_feature=12 47 4 split_gain=21.4391 25.5709 22.3416 threshold=0.081135000000000013 0.077735000000000012 0.15164000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037454466430668365 -0.00046345881125326973 -0.00047764380080258113 0.00036229607080581533 leaf_weight=144.0396643280983 121.99016520380974 38.453377295285463 36.758146226406097 leaf_count=698 2040 169 189 internal_value=0 0.000194796 -0.000272135 internal_weight=0 182.493 158.748 internal_count=3096 867 2229 is_linear=0 shrinkage=0.000929479 Tree=1367 num_leaves=4 num_cat=0 split_feature=12 13 43 split_gain=33.3907 28.2155 21.2846 threshold=0.023990000000000004 -0.094744999999999982 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020225127578887885 0.00010724519281640879 -0.0001524043977102778 8.1653291632315945e-06 leaf_weight=65.401892401278019 41.294361880049109 133.31514550652355 122.19232225231826 leaf_count=290 241 1965 539 internal_value=0 -9.09691e-05 7.59107e-05 internal_weight=0 174.61 187.594 internal_count=3035 2206 829 is_linear=0 shrinkage=0.000274722 Tree=1368 num_leaves=4 num_cat=0 split_feature=1 130 13 split_gain=28.5821 23.1285 21.8221 threshold=1.0000000180025095e-35 -0.068059999999999982 -0.10462499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017181031135352621 0.00031633333929640702 1.3520934255035341e-05 -0.00019546100835637106 leaf_weight=16.16445810161531 23.470380537211895 235.91006194800138 89.149594880640507 leaf_count=72 89 1422 1486 internal_value=0 4.1046e-05 -0.000138967 internal_weight=0 259.38 105.314 internal_count=3069 1511 1558 is_linear=0 shrinkage=0.000291537 Tree=1369 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=27.0016 30.3416 13.2559 threshold=1.0000000180025095e-35 -0.10939499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017037180433524137 -0.00019073339135586666 -7.6841546154227358e-05 0.00026103480732663528 leaf_weight=52.711343137547374 6.5445016473531714 259.90186257380992 42.961325097829103 leaf_count=267 31 2541 222 internal_value=0 -3.51115e-05 0.000201017 internal_weight=0 312.613 49.5058 internal_count=3061 2808 253 is_linear=0 shrinkage=0.000297367 Tree=1370 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=22.9538 28.8704 threshold=-0.42985499999999993 -0.060269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0010152624543704467 -0.00011699123189413948 0.00048462588271253672 leaf_weight=17.476348270662129 233.71220465376973 92.303202314302325 leaf_count=290 2382 433 internal_value=0 5.34497e-05 internal_weight=0 326.015 internal_count=3105 2815 is_linear=0 shrinkage=0.000911254 Tree=1371 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=28.25 23.8428 23.5497 threshold=0.083325000000000024 0.13401500000000002 -0.17157499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011266115660434354 0.00011150931279586947 -0.00015901655147115295 -0.00014021228725497517 leaf_weight=171.24316995963454 37.590300658717752 29.671013347804546 129.27936957776546 leaf_count=771 199 147 1932 internal_value=0 7.24736e-05 -8.34709e-05 internal_weight=0 200.914 166.87 internal_count=3049 918 2131 is_linear=0 shrinkage=0.000280216 Tree=1372 num_leaves=4 num_cat=0 split_feature=14 0 14 split_gain=23.4749 22.7734 0.64016 threshold=0.077685000000000018 -0.10726999999999999 0.087575000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003830310396055404 -0.00094901640125045366 -0.00013152295291231459 -0.0014429759379360608 leaf_weight=113.96065871044993 4.8489683456718904 213.07505458965898 7.3882217071950436 leaf_count=493 48 2472 55 internal_value=0 4.78511e-05 -0.00125762 internal_weight=0 327.036 12.2372 internal_count=3068 2965 103 is_linear=0 shrinkage=0.000929479 Tree=1373 num_leaves=4 num_cat=0 split_feature=484 15 123 split_gain=24.1542 20.7666 9.44246 threshold=-0.0048899999999999994 -0.24269999999999997 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00095835371364275741 0.00081481533545759409 4.7472112207850467e-06 0.00094626912873584904 leaf_weight=27.752855312079195 31.488242477178574 284.87476596795022 2.4655810296535483 leaf_count=467 237 2402 11 internal_value=0 8.56347e-05 -0.000800032 internal_weight=0 316.363 30.2184 internal_count=3117 2639 478 is_linear=0 shrinkage=0.000948068 Tree=1374 num_leaves=4 num_cat=0 split_feature=13 1456 0 split_gain=23.5569 19.4399 9.99238 threshold=-0.24426999999999996 1.0000000180025095e-35 -0.14666499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055072365949165696 -4.8602300073642759e-05 -0.0013531325246783985 0.0011782132088059185 leaf_weight=4.6394628323614624 298.56516575720161 14.080319132655857 24.989832859486341 leaf_count=33 2671 257 129 internal_value=0 -0.000107817 0.000906436 internal_weight=0 312.645 29.6293 internal_count=3090 2928 162 is_linear=0 shrinkage=0.00108903 Tree=1375 num_leaves=4 num_cat=0 split_feature=14 0 160 split_gain=20.7614 26.8683 0.957117 threshold=0.077685000000000018 -0.12985499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046570566137914786 -0.0015484632092789459 -0.0001307422250534411 -0.00095663837070954021 leaf_weight=95.36228846386075 5.357811838388443 234.81647554319352 6.2650416605174524 leaf_count=378 42 2623 55 internal_value=0 4.16234e-05 -0.00124162 internal_weight=0 330.179 11.6229 internal_count=3098 3001 97 is_linear=0 shrinkage=0.000948068 Tree=1376 num_leaves=4 num_cat=0 split_feature=15 151 43 split_gain=24.6973 23.4535 17.071 threshold=0.084580000000000016 -0.52342999999999995 -0.19537999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019088667808036508 0.00065833118783594066 0.00018224269373829518 -0.00097667505445317502 leaf_weight=6.3915060628205529 9.1575218029320222 291.54713475704193 41.872527840547264 leaf_count=55 80 2047 932 internal_value=0 0.000136683 -0.000682468 internal_weight=0 297.939 51.03 internal_count=3114 2102 1012 is_linear=0 shrinkage=0.00108903 Tree=1377 num_leaves=4 num_cat=0 split_feature=12 16 0 split_gain=37.0314 26.4111 24.0765 threshold=0.080020000000000022 0.15100500000000003 -0.060024999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011750597525249839 -0.00017021071537315967 -0.00017564201440763697 7.1782102882799094e-05 leaf_weight=172.34407627955079 125.88998706638813 29.283375766128302 45.722104504704475 leaf_count=748 1950 146 284 internal_value=0 7.48568e-05 -0.000105733 internal_weight=0 201.627 171.612 internal_count=3128 894 2234 is_linear=0 shrinkage=0.00028582 Tree=1378 num_leaves=4 num_cat=0 split_feature=15 484 1 split_gain=22.2254 21.7627 11.4095 threshold=0.082805000000000004 -0.0048899999999999994 0.10662500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075854760242203526 -0.00080792864964183996 0.00015243030791269494 0.0001569911755357968 leaf_weight=23.687865965999663 40.151143223978579 256.054852463305 13.57363200560212 leaf_count=355 1052 1634 54 internal_value=0 7.50185e-05 -0.000564321 internal_weight=0 279.743 53.7248 internal_count=3095 1989 1106 is_linear=0 shrinkage=0.000911254 Tree=1379 num_leaves=4 num_cat=0 split_feature=159 52 16 split_gain=22.3654 22.968 18.4211 threshold=-0.032069999999999994 -0.41845999999999994 -0.17157499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023852960710673147 -0.00025361636054683806 5.108862126928667e-05 -0.00030765584260981731 leaf_weight=5.81997350975871 20.602903210557997 312.03081541042775 26.941246043890715 leaf_count=28 296 2345 384 internal_value=0 3.21366e-05 -0.000210145 internal_weight=0 332.634 32.7612 internal_count=3053 2641 412 is_linear=0 shrinkage=0.000280216 Tree=1380 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=28.8939 34.5897 26.1495 threshold=0.086005000000000012 0.081320000000000017 -0.10075499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.6224873060775766e-05 0.00010323651207214029 -0.00013970941614925662 -0.00018202426153401491 leaf_weight=32.568916492164135 178.45825527980924 55.690023189410567 98.066607010550797 leaf_count=194 1057 312 1547 internal_value=0 4.54149e-05 -0.000112631 internal_weight=0 234.148 130.636 internal_count=3110 1369 1741 is_linear=0 shrinkage=0.000269335 Tree=1381 num_leaves=3 num_cat=0 split_feature=1365 1 split_gain=20.9956 24.1662 threshold=0.08617000000000001 0.09450500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00021423829154035786 -0.0019189826487444027 0.00030146564671306667 leaf_weight=174.81709206011146 4.9507174398750058 153.09568556956947 leaf_count=2100 33 888 internal_value=0 2.65539e-05 internal_weight=0 327.913 internal_count=3021 2988 is_linear=0 shrinkage=0.000948068 Tree=1382 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=25.889 33.7888 25.7433 threshold=1.0000000180025095e-35 -0.059114999999999994 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023090937543125933 -9.8492640912262367e-06 0.00011931940211932384 0.0002018739605748635 leaf_weight=73.161674771457911 198.81937494874001 30.607068408280611 58.205389477312565 leaf_count=1421 1220 155 291 internal_value=0 -0.000127591 3.81642e-05 internal_weight=0 103.769 257.025 internal_count=3087 1576 1511 is_linear=0 shrinkage=0.000280216 Tree=1383 num_leaves=4 num_cat=0 split_feature=3 11 39 split_gain=19.1326 45.0796 33.0365 threshold=-0.10468499999999999 0.080455000000000013 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00076061942766703018 -0.00028093218997021703 -0.00051425682874773834 0.00039254143310761417 leaf_weight=54.095218006521463 194.72892071865499 27.214537009596825 63.04017673805356 leaf_count=245 2318 180 339 internal_value=0 0.000333795 -0.000116128 internal_weight=0 81.3098 257.769 internal_count=3082 425 2657 is_linear=0 shrinkage=0.000809167 Tree=1384 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=25.3443 31.7056 31.5039 threshold=0.077800000000000022 -0.074179999999999982 0.26760500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024391175376408872 7.5104761169194953e-05 7.9364019783768571e-05 -0.00024134973679358995 leaf_weight=68.017987319268286 226.86323670856655 38.885624913498759 28.871335070580244 leaf_count=1269 1287 341 217 internal_value=0 -0.000126362 3.92884e-05 internal_weight=0 106.904 255.735 internal_count=3114 1610 1504 is_linear=0 shrinkage=0.00028582 Tree=1385 num_leaves=4 num_cat=0 split_feature=12 3 475 split_gain=21.5836 26.9057 22.2029 threshold=0.083325000000000024 0.10812000000000001 -0.067819999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00080175219029155343 -0.00029378377408337502 0.0010454278299780093 6.9908865624057767e-05 leaf_weight=31.237802447751164 145.64839115273207 9.9860348887741548 155.61590626928955 leaf_count=119 2161 31 793 internal_value=0 -0.000207166 0.000192664 internal_weight=0 155.634 186.854 internal_count=3104 2192 912 is_linear=0 shrinkage=0.000793301 Tree=1386 num_leaves=4 num_cat=0 split_feature=1213 484 157 split_gain=21.8076 22.5097 10.368 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.080514999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031088618005619062 -0.00019808569680392183 4.2493945833112306e-05 -0.00029552521797158673 leaf_weight=2.2470867708325413 32.335852133110166 307.61592360027134 23.598132924176753 leaf_count=10 462 2173 462 internal_value=0 1.95526e-05 -0.000241688 internal_weight=0 339.952 25.8452 internal_count=3107 2635 472 is_linear=0 shrinkage=0.000274722 Tree=1387 num_leaves=4 num_cat=0 split_feature=4 0 1 split_gain=22.0386 36.6331 3.41819 threshold=-0.49096999999999996 -0.060454999999999995 0.10396500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012047129446031589 -0.00016169057021915039 0.00062972416513329063 -0.00023141202886088874 leaf_weight=16.956596329808239 237.24951485730708 74.736438354477286 4.4967660792171946 leaf_count=115 2487 395 39 internal_value=0 2.80512e-05 -0.00100296 internal_weight=0 311.986 21.4534 internal_count=3036 2882 154 is_linear=0 shrinkage=0.00098637 Tree=1388 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=22.1172 19.4201 19.3407 threshold=0.080020000000000022 -0.0099949999999999987 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062311906384409949 -0.00039245779631308771 -4.6521406468430546e-05 0.0010906674345999372 leaf_weight=58.551527336239815 147.1336934203282 115.65893342718482 8.2448899559676629 leaf_count=254 2205 587 26 internal_value=0 0.000178798 -0.00031303 internal_weight=0 174.21 155.379 internal_count=3072 841 2231 is_linear=0 shrinkage=0.000948068 Tree=1389 num_leaves=4 num_cat=0 split_feature=1456 42 151 split_gain=23.3937 21.5797 3.56259 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.035524999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9926878235397311e-05 -0.00030578282261939745 0.00016587250263854197 -0.00087548179398809901 leaf_weight=2.4617677601054337 62.126115921884775 256.34344165585935 16.117345441132784 leaf_count=27 806 1963 273 internal_value=0 7.37882e-05 -0.000753299 internal_weight=0 318.47 18.5791 internal_count=3069 2769 300 is_linear=0 shrinkage=0.000718517 Tree=1390 num_leaves=4 num_cat=0 split_feature=133 1456 0 split_gain=21.8145 19.403 0.784867 threshold=-0.39935999999999994 -1.0000000180025095e-35 -0.1171 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019727983619564089 -0.0010429994732238141 7.2483164316965298e-05 -0.0012562466023969183 leaf_weight=2.5819345191121092 17.254309233278036 301.89248757623136 8.5955696664750558 leaf_count=18 279 2631 157 internal_value=0 1.18312e-05 -0.00143969 internal_weight=0 319.147 11.1775 internal_count=3085 2910 175 is_linear=0 shrinkage=0.00102622 Tree=1391 num_leaves=4 num_cat=0 split_feature=9 0 123 split_gain=21.291 24.1965 0.647433 threshold=-1.0000000180025095e-35 -0.11471499999999998 0.083875000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011051077758870858 0.00028761072290648168 -0.00025888306463197448 0.00071075513412698532 leaf_weight=11.158352568745615 104.75315549597144 210.39523491449654 6.7339708469808093 leaf_count=52 475 2502 55 internal_value=0 -7.71947e-05 0.000962032 internal_weight=0 315.148 17.8923 internal_count=3084 2977 107 is_linear=0 shrinkage=0.000929479 Tree=1392 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=21.3234 27.2723 22.5107 threshold=0.083325000000000024 -0.17157499999999998 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034352601377136017 0.00045234518628416577 -0.00053654401070241976 -0.00063839977860252956 leaf_weight=161.04466573894024 35.756325552240014 111.47878588549793 26.336552195250988 leaf_count=784 198 1954 142 internal_value=0 -0.000296229 0.000205217 internal_weight=0 147.235 187.381 internal_count=3078 2152 926 is_linear=0 shrinkage=0.00098637 Tree=1393 num_leaves=4 num_cat=0 split_feature=12 4 132 split_gain=27.8522 20.8034 18.0935 threshold=0.040165000000000006 0.15164000000000002 0.082150000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.3301744531632802e-05 -0.00013716033871035408 0.00010128749028265335 0.00031946287570069009 leaf_weight=165.2464839797467 133.07613331545144 38.450644854456186 21.853375934064388 leaf_count=744 2053 197 83 internal_value=0 -8.3677e-05 7.57293e-05 internal_weight=0 171.527 187.1 internal_count=3077 2250 827 is_linear=0 shrinkage=0.00028582 Tree=1394 num_leaves=4 num_cat=0 split_feature=1456 1 12 split_gain=19.9587 19.7592 2.46291 threshold=1.0000000180025095e-35 0.076845000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030180441870160147 0.00015475594832854196 0.00019446538001261811 -0.0011185167126997893 leaf_weight=93.422595315612853 1.3569639325141913 231.43841877393425 14.051005240529772 leaf_count=1391 8 1451 269 internal_value=0 5.16947e-05 -0.00100607 internal_weight=0 324.861 15.408 internal_count=3119 2842 277 is_linear=0 shrinkage=0.000911254 Tree=1395 num_leaves=4 num_cat=0 split_feature=39 13 42 split_gain=25.7636 31.7607 18.7386 threshold=0.0047850000000000011 -0.10462499999999998 -0.0043149999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001508503038367415 -0.00013022561438416565 -7.667936500616779e-05 0.0002026717399984086 leaf_weight=52.006705185398459 14.569682255387304 238.60137387830764 60.23682951554656 leaf_count=277 66 2457 303 internal_value=0 -3.59186e-05 0.000137737 internal_weight=0 290.608 74.8065 internal_count=3103 2734 369 is_linear=0 shrinkage=0.000264054 Tree=1396 num_leaves=4 num_cat=0 split_feature=12 1 3 split_gain=27.0921 24.2689 20.0167 threshold=0.083325000000000024 0.13062500000000002 -0.010149999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019410223208536374 -0.00012719042263961935 0.00028094717299579692 -3.0122100073081245e-06 leaf_weight=73.194885168224573 150.82026288285851 13.980401653796433 120.32974581047893 leaf_count=323 2118 60 582 internal_value=0 -9.24e-05 7.16095e-05 internal_weight=0 164.801 193.525 internal_count=3083 2178 905 is_linear=0 shrinkage=0.000297367 Tree=1397 num_leaves=4 num_cat=0 split_feature=2 50 1 split_gain=19.4915 24.478 4.05811 threshold=0.14808000000000002 0.083800000000000013 0.11623000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7629650836486596e-05 7.3001921507725922e-05 -0.00068122288968333546 0.00088907198644711449 leaf_weight=279.33475670963526 5.1637670248746899 37.071183307096362 17.758943814784288 leaf_count=2411 32 574 110 internal_value=0 -6.44623e-05 0.000706485 internal_weight=0 316.406 22.9227 internal_count=3127 2985 142 is_linear=0 shrinkage=0.000809167 Tree=1398 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=24.0668 30.2989 threshold=-0.42985499999999993 -0.060269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033418077847617388 -4.0032738405919829e-05 0.0001562760867606321 leaf_weight=18.257263684645295 247.16565085854381 96.605856027454138 leaf_count=274 2369 446 internal_value=0 1.51664e-05 internal_weight=0 343.772 internal_count=3089 2815 is_linear=0 shrinkage=0.000297367 Tree=1399 num_leaves=4 num_cat=0 split_feature=2 38 3 split_gain=20.9099 22.3035 0.208277 threshold=0.153865 0.10386000000000002 -0.050489999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3140126804689684e-05 0.0011631223324928342 -0.0020920817854516321 0.00089333030384403404 leaf_weight=311.16823270171881 6.4601198248565224 5.1443306505680075 12.253421336412428 leaf_count=2980 23 34 88 internal_value=0 -7.71915e-05 0.000992829 internal_weight=0 316.313 18.7135 internal_count=3125 3014 111 is_linear=0 shrinkage=0.00098637 Tree=1400 num_leaves=4 num_cat=0 split_feature=1456 42 3 split_gain=20.9567 19.3354 3.01 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036106644092993541 -0.00041789339584304949 0.00014618052923808607 -0.0010273996452201872 leaf_weight=1.2362796925008321 56.892623635940254 255.77722776122391 16.608642811886966 leaf_count=6 782 1983 277 internal_value=0 4.34302e-05 -0.000929556 internal_weight=0 312.67 17.8449 internal_count=3048 2765 283 is_linear=0 shrinkage=0.000875869 Tree=1401 num_leaves=4 num_cat=0 split_feature=133 159 1 split_gain=23.398 21.2874 1.41581 threshold=-0.39935999999999994 -0.032069999999999994 0.10257000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012444853223308289 -0.00081834515905613247 0.0001256722589868466 -0.0021796399127289733 leaf_weight=8.4561225455254299 27.411293463781476 292.41375287808478 2.4646724611520758 leaf_count=154 387 2545 16 internal_value=0 4.45051e-05 -0.00147552 internal_weight=0 319.825 10.9208 internal_count=3102 2932 170 is_linear=0 shrinkage=0.00102622 Tree=1402 num_leaves=4 num_cat=0 split_feature=3 50 15 split_gain=26.2635 26.0651 3.47747 threshold=0.17769000000000004 0.083800000000000013 -0.10589999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4305559736554481e-06 0.00014069814878681238 -0.00025362887013359635 0.00035851436039766596 leaf_weight=285.58490721415728 10.785142552107574 38.925845204852521 17.0100820325315 leaf_count=2339 80 552 74 internal_value=0 -2.5721e-05 0.000274901 internal_weight=0 324.511 27.7952 internal_count=3045 2891 154 is_linear=0 shrinkage=0.000297367 Tree=1403 num_leaves=4 num_cat=0 split_feature=1 39 16 split_gain=30.6046 25.9255 23.0397 threshold=1.0000000180025095e-35 0.0047850000000000011 0.0020050000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022615284617326703 1.0322225923383048e-08 0.00020813580462744876 4.3765320578318149e-05 leaf_weight=64.373139074072242 197.30668164603412 55.554742198437452 35.558179381303489 leaf_count=1207 1228 295 384 internal_value=0 4.58083e-05 -0.000130167 internal_weight=0 252.861 99.9313 internal_count=3114 1523 1591 is_linear=0 shrinkage=0.000269335 Tree=1404 num_leaves=4 num_cat=0 split_feature=159 15 49 split_gain=23.9267 22.8966 10.7283 threshold=-1.0000000180025095e-35 0.079530000000000017 0.16128500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00099025995997266327 0.00017733284336910233 -0.00055253305839344548 0.0011046821032345577 leaf_weight=30.210813554003835 256.95668994542211 49.831526510417461 2.4892602562904349 leaf_count=495 1674 942 7 internal_value=0 5.86226e-05 -0.000827559 internal_weight=0 306.788 32.7001 internal_count=3118 2616 502 is_linear=0 shrinkage=0.00098637 Tree=1405 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=33.8433 25.1663 20.1966 threshold=0.10384000000000002 -0.12676999999999997 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6247713611620779e-05 0.00017956787215531341 -0.00012340230482845213 -6.6069625184791435e-05 leaf_weight=56.865827305242419 99.170779686421156 169.08435980975628 37.671297870576382 leaf_count=243 521 2192 183 internal_value=0 -6.81018e-05 0.000111948 internal_weight=0 225.95 136.842 internal_count=3139 2435 704 is_linear=0 shrinkage=0.00028582 Tree=1406 num_leaves=4 num_cat=0 split_feature=160 16 1 split_gain=22.5229 25.6908 0.391985 threshold=-0.40187499999999993 0.26746000000000009 0.096545000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011209316491293429 0.00012840033791662548 -0.00077971020106208655 -0.0015512505461187287 leaf_weight=9.6415496952831727 282.48087359592319 35.383144200779498 4.4479293897747985 leaf_count=221 2482 357 29 internal_value=0 2.70747e-05 -0.00126794 internal_weight=0 317.864 14.0895 internal_count=3089 2839 250 is_linear=0 shrinkage=0.0010061 Tree=1407 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=23.3667 38.4043 20.4043 threshold=0.077800000000000022 -0.034759999999999992 0.06763000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00068420161883449662 0.00028632420302734463 0.0004623195989682025 -0.00035278291943517448 leaf_weight=69.932839700952172 189.15021741483361 31.018007908016443 45.634492063894868 leaf_count=1477 1166 105 313 internal_value=0 -0.000331801 0.000161994 internal_weight=0 100.951 234.785 internal_count=3061 1582 1479 is_linear=0 shrinkage=0.000858695 Tree=1408 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=23.8806 22.0516 22.0411 threshold=0.10384000000000002 -0.12077499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011816362480695662 0.00017023743536347363 -0.00011125472303520198 -9.0042918987095748e-05 leaf_weight=44.594728097319603 92.223003722727299 175.10791853629053 39.391235914081335 leaf_count=204 508 2176 192 internal_value=0 -6.46515e-05 9.2327e-05 internal_weight=0 219.703 131.614 internal_count=3080 2380 700 is_linear=0 shrinkage=0.000291537 Tree=1409 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=25.7966 23.9395 18.3606 threshold=1.0000000180025095e-35 0.17769000000000004 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.8218582839099958e-05 -0.00024780579432171065 0.0002376444277192106 0.00023682576714284163 leaf_weight=289.82491865474731 6.7056221887469283 22.112528443336487 44.519700739532709 leaf_count=2737 35 125 232 internal_value=0 -3.71678e-05 0.000172983 internal_weight=0 311.937 51.2253 internal_count=3129 2862 267 is_linear=0 shrinkage=0.000274722 Tree=1410 num_leaves=4 num_cat=0 split_feature=160 1373 1 split_gain=26.0543 21.6235 0.336829 threshold=-0.40187499999999993 0.099250000000000019 0.10423500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031928695479682055 2.8220931096347251e-05 -0.00054266631903677955 -0.00043810262727891864 leaf_weight=12.761531396768989 338.18132399395108 5.3965633437037459 3.6407473459839812 leaf_count=229 2818 28 20 internal_value=0 1.90802e-05 -0.000348452 internal_weight=0 343.578 16.4023 internal_count=3095 2846 249 is_linear=0 shrinkage=0.00028582 Tree=1411 num_leaves=4 num_cat=0 split_feature=160 482 3 split_gain=22.3681 19.1956 0.402533 threshold=-0.40187499999999993 0.10022500000000002 -0.013929999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010510286440168592 9.5145194341330963e-05 -0.0014351748855053568 -0.0014717641432806989 leaf_weight=9.6333275176584703 314.3394460612908 7.7447878997772923 4.2560384385287753 leaf_count=205 2786 111 27 internal_value=0 5.78614e-05 -0.00119069 internal_weight=0 322.084 13.8894 internal_count=3129 2897 232 is_linear=0 shrinkage=0.00096703 Tree=1412 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=23.2462 37.709 23.3412 threshold=0.088975000000000012 -0.074179999999999982 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019623910178440031 0.00012434198512249371 0.00011308367282113395 -0.00010817009205672509 leaf_weight=96.383304768241942 158.94112254865468 54.461383586749434 50.142037939280272 leaf_count=1507 931 404 268 internal_value=0 -8.45593e-05 6.85532e-05 internal_weight=0 150.845 209.083 internal_count=3110 1911 1199 is_linear=0 shrinkage=0.000297367 Tree=1413 num_leaves=4 num_cat=0 split_feature=123 3 42 split_gain=21.1255 24.2758 10.9746 threshold=1.0000000180025095e-35 -0.10075499999999998 -0.080189999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035429800215708318 -0.00057722419686248464 -0.00034879494314586846 0.00087850598889742068 leaf_weight=80.233675457537174 7.2444363161921492 211.65589603409171 37.909390535205603 leaf_count=432 30 2420 230 internal_value=0 -0.000155469 0.0006441 internal_weight=0 291.89 45.1538 internal_count=3112 2852 260 is_linear=0 shrinkage=0.00108903 Tree=1414 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=31.0532 39.5887 24.7255 threshold=0.094655000000000017 -0.097724999999999992 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011103816453141226 0.00012814181255393645 -0.00015232126071041806 -9.1787241402752735e-05 leaf_weight=51.126287583261728 129.19777851551771 130.19104916695505 44.087050152942538 leaf_count=283 702 1862 222 internal_value=0 -7.80388e-05 7.21644e-05 internal_weight=0 181.317 173.285 internal_count=3069 2145 924 is_linear=0 shrinkage=0.0002538 Tree=1415 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=33.15 24.5145 22.3929 threshold=0.27150500000000005 0.048375000000000008 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.5687614098386585e-05 0.00022059246952384638 0.00017712326133931264 -0.00025585133377278608 leaf_weight=279.15957944560796 59.921746905893087 32.188873268663883 8.4039870649576169 leaf_count=2686 329 123 33 internal_value=0 -4.94964e-05 0.000161668 internal_weight=0 311.348 68.3257 internal_count=3171 2809 362 is_linear=0 shrinkage=0.000274722 Tree=1416 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=31.4514 31.3839 2.22468 threshold=-0.17030499999999998 0.0047850000000000011 -0.054684999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016365011846163332 -7.1946739910802216e-05 0.00017610341663545687 0.0003593698056980429 leaf_weight=8.3742091432213766 256.84126292448491 66.41868894174695 24.296814534813166 leaf_count=56 2608 329 106 internal_value=0 -2.09377e-05 0.000309933 internal_weight=0 323.26 32.671 internal_count=3099 2937 162 is_linear=0 shrinkage=0.00032188 Tree=1417 num_leaves=4 num_cat=0 split_feature=15 52 40 split_gain=26.0138 23.3626 19.2641 threshold=0.084580000000000016 -0.32783999999999996 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025003360262322512 0.00027958981285361917 4.5969737416511344e-05 -0.00025865411296563715 leaf_weight=23.521448416635394 6.0630911216139785 278.17521811462939 46.085304627195001 leaf_count=310 19 1778 968 internal_value=0 2.2808e-05 -0.00019561 internal_weight=0 301.697 52.1484 internal_count=3075 2088 987 is_linear=0 shrinkage=0.00028582 Tree=1418 num_leaves=4 num_cat=0 split_feature=130 2 49 split_gain=21.2608 18.4529 3.61471 threshold=1.0000000180025095e-35 0.089985000000000023 -0.084114999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002142998069557389 0.00030512037611048177 0.00023413375150992851 -0.00098259318693049856 leaf_weight=136.96730516478419 1.929716601967814 171.46167528349906 20.964286811649799 leaf_count=1513 10 1190 407 internal_value=0 3.49876e-05 -0.000873096 internal_weight=0 308.429 22.894 internal_count=3120 2703 417 is_linear=0 shrinkage=0.000911254 Tree=1419 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=32.7789 39.7512 28.125 threshold=0.077800000000000022 -0.018054999999999998 0.08593000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023502288877727239 8.9185556093879191e-05 0.00015863136422717157 -0.00013377435394747547 leaf_weight=79.664947665296495 203.34246715903282 25.476344175636768 53.935969367623329 leaf_count=1524 1197 85 309 internal_value=0 -0.000139571 4.24063e-05 internal_weight=0 105.141 257.278 internal_count=3115 1609 1506 is_linear=0 shrinkage=0.000274722 Tree=1420 num_leaves=3 num_cat=0 split_feature=1375 484 split_gain=19.6435 18.6173 threshold=0.10347500000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00065419313318239563 -0.0016767503727457603 7.8874849182991277e-05 leaf_weight=29.092719907872379 5.2535682655870906 295.28288252558559 leaf_count=488 32 2568 internal_value=0 1.29241e-05 internal_weight=0 324.376 internal_count=3088 3056 is_linear=0 shrinkage=0.000875869 Tree=1421 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=20.9664 30.7424 1.08212 threshold=-0.41845999999999994 -0.048794999999999991 0.12173500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001084625258562808 0.00046195580595743963 -0.00015941028874403429 -0.00032328808883690845 leaf_weight=16.066745519638065 116.55694053694606 205.71001741848886 2.0892979446798554 leaf_count=260 645 2177 27 internal_value=0 6.54067e-05 -0.000999533 internal_weight=0 322.267 18.156 internal_count=3109 2822 287 is_linear=0 shrinkage=0.00096703 Tree=1422 num_leaves=4 num_cat=0 split_feature=12 0 47 split_gain=30.2849 22.0175 19.4 threshold=0.083325000000000024 -0.060024999999999995 0.077735000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012407756331293614 -0.00014831474693677852 8.2412151792888883e-05 -8.9238752136579352e-05 leaf_weight=157.7518673799932 116.66199675761163 44.903270529583097 42.398667689412832 leaf_count=752 1888 295 179 internal_value=0 -8.4177e-05 7.88653e-05 internal_weight=0 161.565 200.151 internal_count=3114 2183 931 is_linear=0 shrinkage=0.000280216 Tree=1423 num_leaves=4 num_cat=0 split_feature=1 52 484 split_gain=25.8109 20.7905 18.6124 threshold=0.10290000000000001 -0.32783999999999996 0.07474500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010695353922846146 -0.00028543225929493352 0.00011964457174331875 9.6180939630356748e-05 leaf_weight=177.56856093835086 10.688695814460514 126.89797277748585 44.142218589782715 leaf_count=2071 99 628 304 internal_value=0 8.79689e-05 -6.64817e-05 internal_weight=0 137.587 221.711 internal_count=3102 727 2375 is_linear=0 shrinkage=0.000280216 Tree=1424 num_leaves=4 num_cat=0 split_feature=15 4 52 split_gain=27.3172 23.1584 22.8042 threshold=0.084580000000000016 0.17888000000000001 -0.41845999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002513802894046831 -0.0002381564353695019 0.00033922293481586287 4.8455538641802645e-05 leaf_weight=20.364600121043622 50.546618078835309 5.7494879290461531 294.31991376169026 leaf_count=295 974 20 1818 internal_value=0 -0.000178633 2.89694e-05 internal_weight=0 56.2961 314.685 internal_count=3107 994 2113 is_linear=0 shrinkage=0.000274722 Tree=1425 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=23.0523 27.972 22.7569 threshold=1.0000000180025095e-35 0.17769000000000004 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002528998642992318 -0.0011840328130936885 0.0011069306376944202 0.00093399153253965084 leaf_weight=265.53875335026532 6.6307582408189765 18.330807525664568 41.007729202508926 leaf_count=2676 35 115 237 internal_value=0 -0.000164687 0.000637101 internal_weight=0 283.87 47.6385 internal_count=3063 2791 272 is_linear=0 shrinkage=0.00106768 Tree=1426 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=26.3356 29.0568 13.6657 threshold=1.0000000180025095e-35 -0.10462499999999998 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015772105817676003 -0.00017994622466816732 -6.3419117506895704e-05 0.00024230449425123653 leaf_weight=53.973529636859894 6.5709842443466178 262.36737080197781 44.1700743958354 leaf_count=288 32 2564 240 internal_value=0 -2.56461e-05 0.000187347 internal_weight=0 316.341 50.7411 internal_count=3124 2852 272 is_linear=0 shrinkage=0.000274722 Tree=1427 num_leaves=4 num_cat=0 split_feature=4 52 150 split_gain=25.164 26.5422 16.9398 threshold=0.28122000000000008 -0.046989999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7937100735045933e-05 -0.00027015119409124101 -0.00012748697844746864 0.00022997439868020753 leaf_weight=130.49697545543313 7.2685102969408026 170.08149331621826 54.050194140523672 leaf_count=886 29 1866 317 internal_value=0 -4.6993e-05 0.000170307 internal_weight=0 300.578 61.3187 internal_count=3098 2752 346 is_linear=0 shrinkage=0.000309381 Tree=1428 num_leaves=4 num_cat=0 split_feature=3 3 12 split_gain=21.6576 22.8436 5.07987 threshold=0.17769000000000004 -0.10075499999999998 -0.052409999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003923177372748127 0.0002409098662182063 -0.00027007627878981427 0.0012755773253136839 leaf_weight=76.392588978633285 7.8057047910988357 224.19067501556128 15.832094956189392 leaf_count=421 63 2469 81 internal_value=0 -0.000101647 0.000936655 internal_weight=0 300.583 23.6378 internal_count=3034 2890 144 is_linear=0 shrinkage=0.00104674 Tree=1429 num_leaves=4 num_cat=0 split_feature=1213 403 3 split_gain=22.9432 25.0245 4.41836 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.12923999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017612685550158036 -0.0010022275621570564 0.00012779497580502197 -0.001044319093430206 leaf_weight=2.7835824377834824 17.131125256419182 289.27327078022063 19.477874830365181 leaf_count=19 367 2246 462 internal_value=0 6.42722e-05 -0.000891596 internal_weight=0 306.404 22.2615 internal_count=3094 2613 481 is_linear=0 shrinkage=0.000911254 Tree=1430 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=28.3517 25.6186 18.2209 threshold=0.10384000000000002 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012359420612418059 -0.00030491031595092507 -0.00012349383484840055 0.00014005399341792774 leaf_weight=51.507247246801853 9.3637412972748262 181.05531939119101 126.38222842290998 leaf_count=239 86 2174 606 internal_value=0 -6.87364e-05 0.000109134 internal_weight=0 232.563 135.746 internal_count=3105 2413 692 is_linear=0 shrinkage=0.000309381 Tree=1431 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=26.4286 22.3339 12.1302 threshold=-0.24269999999999997 -0.23798499999999997 0.10616500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028402368698423431 -0.00082661135591268809 -3.6955340165544564e-05 -0.00016180073903027169 leaf_weight=34.726828753948212 3.2193992212414733 306.18423835653812 6.6175613328814498 leaf_count=228 22 2788 31 internal_value=0 -4.54679e-05 0.000212421 internal_weight=0 309.404 41.3444 internal_count=3069 2810 259 is_linear=0 shrinkage=0.000303315 Tree=1432 num_leaves=4 num_cat=0 split_feature=42 39 475 split_gain=21.3063 23.3869 22.8864 threshold=-1.0000000180025095e-35 0.0047850000000000011 -0.0019549999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00087592932369316614 -5.0116828906632765e-05 0.00070926334727735988 -0.00083897327042055088 leaf_weight=9.2367753293365222 220.74066129419953 50.315456360578537 50.444389907643199 leaf_count=53 1956 285 780 internal_value=0 9.10796e-05 -0.000572417 internal_weight=0 271.056 59.6812 internal_count=3074 2241 833 is_linear=0 shrinkage=0.0010061 Tree=1433 num_leaves=4 num_cat=0 split_feature=15 4 43 split_gain=23.1248 24.0931 22.6763 threshold=0.082805000000000004 0.15164000000000002 0.25537500000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017020133318745281 -0.00081080694837007102 0.0010453211926511898 -0.0012535579021458261 leaf_weight=271.45132037904114 46.463170853443444 7.1680897977203122 10.330397085286675 leaf_count=1867 1066 40 109 internal_value=0 -0.000561065 0.000117528 internal_weight=0 53.6313 281.782 internal_count=3082 1106 1976 is_linear=0 shrinkage=0.000948068 Tree=1434 num_leaves=4 num_cat=0 split_feature=13 39 13 split_gain=21.2635 21.8739 7.38446 threshold=-0.24426999999999996 0.0047850000000000011 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.5873733942655088e-05 -0.00023503260014548245 0.00042246146195184782 0.0010883283508919886 leaf_weight=7.0533901415765312 237.18988271802664 62.007326109334826 21.052858855575323 leaf_count=40 2550 340 114 internal_value=0 -9.86627e-05 0.000797025 internal_weight=0 299.197 28.1062 internal_count=3044 2890 154 is_linear=0 shrinkage=0.00098637 Tree=1435 num_leaves=4 num_cat=0 split_feature=4 48 0 split_gain=26.1572 29.0415 21.5633 threshold=0.28122000000000008 0.11978500000000002 -0.060269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015098499789350733 0.00023666416837200306 -0.00048080059660330466 3.8959984936966504e-05 leaf_weight=214.32842677459121 49.603907782584429 6.8233306258916846 92.034759201109409 leaf_count=2290 312 29 468 internal_value=0 0.000149126 -9.39301e-05 internal_weight=0 56.4272 306.363 internal_count=3099 341 2758 is_linear=0 shrinkage=0.000328318 Tree=1436 num_leaves=4 num_cat=0 split_feature=160 484 2 split_gain=21.7076 21.8112 0.358057 threshold=-0.40187499999999993 -0.0048899999999999994 0.10589500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011979687480984842 -0.00082182474652059466 0.0001684685309974266 -0.0017209730798686098 leaf_weight=11.064641030505298 28.941932621411979 286.30463720299304 2.7106530191376796 leaf_count=212 480 2331 27 internal_value=0 7.72929e-05 -0.00131393 internal_weight=0 315.247 13.7753 internal_count=3050 2811 239 is_linear=0 shrinkage=0.00108903 Tree=1437 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=19.2911 25.9678 threshold=-0.52342999999999995 0.28122000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018681510536707354 -0.00013034042173755322 0.00064884662001873537 leaf_weight=5.6165715530514708 270.09779773838818 51.442951038479805 leaf_count=50 2682 318 internal_value=0 -5.49667e-06 internal_weight=0 321.541 internal_count=3050 3000 is_linear=0 shrinkage=0.0010061 Tree=1438 num_leaves=4 num_cat=0 split_feature=1 12 159 split_gain=21.188 21.7302 6.11871 threshold=0.12700000000000003 0.080020000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010837043156664998 -0.00027010612007700129 -0.00035495902395863923 0.00064647051775056791 leaf_weight=148.20476136915386 5.9372522905468932 138.86286694463342 36.805306054651737 leaf_count=651 25 2148 236 internal_value=0 -0.000115806 0.000518778 internal_weight=0 287.068 42.7426 internal_count=3060 2799 261 is_linear=0 shrinkage=0.000841858 Tree=1439 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=22.3375 32.1049 17.2244 threshold=0.10100500000000003 -0.12077499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017858999105890266 -0.00034101287536265884 -0.0001143959204045869 0.00013237348362364198 leaf_weight=45.78556914627552 7.6612206008285275 162.65203906781971 139.33399113640189 leaf_count=193 92 2099 687 internal_value=0 -4.99771e-05 0.00010746 internal_weight=0 208.438 146.995 internal_count=3071 2292 779 is_linear=0 shrinkage=0.000309381 Tree=1440 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=26.8267 44.4156 25.9372 threshold=1.0000000180025095e-35 -0.059114999999999994 0.26450500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025841585911691239 0.00010681711746352779 0.00018891249999139281 -0.00021760784670971146 leaf_weight=74.30503348633647 230.54217508248985 33.187118383124471 28.604643777012825 leaf_count=1427 1295 162 219 internal_value=0 -0.000120255 7.09286e-05 internal_weight=0 107.492 259.147 internal_count=3103 1589 1514 is_linear=0 shrinkage=0.00032188 Tree=1441 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=30.2487 32.4943 29.6906 threshold=1.0000000180025095e-35 -0.14719499999999996 0.080745000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035708683197276895 8.2131116782449803e-05 -0.00018270510700440216 -0.00015842290635574542 leaf_weight=8.7794361971318704 213.44288569688797 90.488586231134832 44.969160923734307 leaf_count=21 1232 1533 308 internal_value=0 -0.000134616 4.02191e-05 internal_weight=0 99.268 258.412 internal_count=3094 1554 1540 is_linear=0 shrinkage=0.000269335 Tree=1442 num_leaves=4 num_cat=0 split_feature=39 13 38 split_gain=25.0967 33.0769 15.3823 threshold=0.0047850000000000011 -0.10462499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015490363561975197 0.00019291336277390243 -7.6283380827205587e-05 -0.00012182323248896813 leaf_weight=52.561278212815523 61.149075835943222 238.63406384084374 13.070872478187082 leaf_count=277 297 2461 69 internal_value=0 -3.45102e-05 0.000137385 internal_weight=0 291.195 74.2199 internal_count=3104 2738 366 is_linear=0 shrinkage=0.000264054 Tree=1443 num_leaves=4 num_cat=0 split_feature=123 1 133 split_gain=25.3426 22.6606 15.5364 threshold=1.0000000180025095e-35 0.12856000000000004 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5746963108485803e-05 -0.00023490209552689244 0.00017163225571393395 0.00024198430614435733 leaf_weight=270.12972368020564 6.2995606437325469 37.29087945073843 43.955372285097837 leaf_count=2662 32 182 232 internal_value=0 -3.69003e-05 0.000181816 internal_weight=0 307.421 50.2549 internal_count=3108 2844 264 is_linear=0 shrinkage=0.00028582 Tree=1444 num_leaves=4 num_cat=0 split_feature=2 31 150 split_gain=22.3719 24.2611 22.0867 threshold=0.089985000000000023 -1.0000000180025095e-35 0.082085000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010154496560303026 6.8438546586708275e-06 -0.00046129321291630041 0.0008193211167238087 leaf_weight=12.757905293256043 143.63767570070922 131.26645808108151 46.578792195767164 leaf_count=83 1179 1633 201 internal_value=0 -0.000329794 0.000206162 internal_weight=0 144.024 190.216 internal_count=3096 1716 1380 is_linear=0 shrinkage=0.00102622 Tree=1445 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=20.174 20.1881 threshold=-0.52054499999999992 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018662314993916735 -8.4296234135333985e-05 0.00059037195239232366 leaf_weight=5.8863469362258902 268.41837992426008 56.432335861027241 leaf_count=55 2651 366 internal_value=0 3.30686e-05 internal_weight=0 324.851 internal_count=3072 3017 is_linear=0 shrinkage=0.00102622 Tree=1446 num_leaves=4 num_cat=0 split_feature=4 150 13 split_gain=27.5887 26.7094 23.8788 threshold=0.27150500000000005 -1.0000000180025095e-35 -0.24426999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020087693495424367 -0.00033915265517722997 0.00020834996644993362 -7.6933428688970027e-05 leaf_weight=25.520963195711374 7.5033006295561782 57.975684430450201 262.66641004849225 leaf_count=102 31 333 2619 internal_value=0 0.000145139 -5.2263e-05 internal_weight=0 65.479 288.187 internal_count=3085 364 2721 is_linear=0 shrinkage=0.000274722 Tree=1447 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=27.757 26.0391 20.7251 threshold=0.10100500000000003 -0.11550499999999998 0.11140500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012966112560624152 0.00011528201983116634 -0.0001073263322248326 -0.00033433107303640174 leaf_weight=42.126418862491846 144.70300643891096 165.13083617202938 7.7329896837472907 leaf_count=192 732 2073 78 internal_value=0 -5.91131e-05 9.22448e-05 internal_weight=0 207.257 152.436 internal_count=3075 2265 810 is_linear=0 shrinkage=0.000269335 Tree=1448 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=21.388 23.3 15.7644 threshold=0.10437000000000002 1.0000000180025095e-35 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019464952320993702 0.00048478187481685236 0.0010172211907957878 -0.00014891867880519809 leaf_weight=204.89776311907917 84.120570104569197 10.831678129732607 36.927795454859734 leaf_count=2386 502 29 186 internal_value=0 -0.000133306 0.000291502 internal_weight=0 215.729 121.048 internal_count=3103 2415 688 is_linear=0 shrinkage=0.000809167 Tree=1449 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=28.6957 24.3188 19.7511 threshold=0.10100500000000003 -0.10075499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010863659806808701 0.00016502735383018175 -0.00014272273628188092 -9.7684328846151544e-05 leaf_weight=48.00266270712018 105.29199482128024 157.36116247531027 36.925280835479498 leaf_count=268 581 2053 191 internal_value=0 -8.39417e-05 9.67937e-05 internal_weight=0 205.364 142.217 internal_count=3093 2321 772 is_linear=0 shrinkage=0.000309381 Tree=1450 num_leaves=4 num_cat=0 split_feature=12 1 3 split_gain=22.5331 22.8594 22.4739 threshold=0.081135000000000013 0.12545500000000001 -0.010149999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021639526512588981 -0.0001215528076976023 0.0002762162955772263 -7.0532400777108759e-06 leaf_weight=69.938866904005408 152.8325651679188 15.775830272585152 124.45080417767167 leaf_count=282 2159 69 593 internal_value=0 -8.4177e-05 7.34189e-05 internal_weight=0 168.608 194.39 internal_count=3103 2228 875 is_linear=0 shrinkage=0.000315569 Tree=1451 num_leaves=4 num_cat=0 split_feature=15 4 1 split_gain=20.5284 19.2501 12.7223 threshold=0.084580000000000016 -0.49367499999999992 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00085458660537255835 -0.00093318671549450373 0.00020294150071319426 0.0002536022990415133 leaf_weight=20.193365681916475 35.511350532062352 265.07880103588104 13.647769574075935 leaf_count=141 939 1945 53 internal_value=0 0.000127777 -0.000603878 internal_weight=0 285.272 49.1591 internal_count=3078 2086 992 is_linear=0 shrinkage=0.00104674 Tree=1452 num_leaves=4 num_cat=0 split_feature=376 150 42 split_gain=24.5769 27.8553 6.54449 threshold=0.048375000000000008 0.082590000000000011 -0.033434999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.9474972778195321e-05 -2.876681767988053e-05 0.00013235645552108719 0.00031564683942848787 leaf_weight=246.21103302761912 6.8934951424598685 72.992242559790611 26.615844838321209 leaf_count=2555 24 355 127 internal_value=0 -3.87201e-05 0.000244935 internal_weight=0 319.203 33.5093 internal_count=3061 2910 151 is_linear=0 shrinkage=0.000315569 Tree=1453 num_leaves=4 num_cat=0 split_feature=1 3 151 split_gain=20.7358 31.1869 20.4474 threshold=0.094655000000000017 -0.11550499999999998 -0.29526499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00068450250645412476 -0.0020051624572950725 -0.00060878614748014403 0.00040894108954950319 leaf_weight=39.082116980105639 5.8229389972984782 134.66837402805686 153.58123337291181 leaf_count=172 29 1978 902 internal_value=0 -0.00031763 0.00031941 internal_weight=0 173.75 159.404 internal_count=3081 2150 931 is_linear=0 shrinkage=0.00127598 Tree=1454 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=27.5783 35.2395 26.9425 threshold=0.076845000000000011 -0.055084999999999988 0.077065000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0009903241976340234 0.00036252295823974054 0.00045501499021842896 -0.00050322573861718992 leaf_weight=64.320723731070757 179.84931067470461 28.937181400135159 55.760833137668669 leaf_count=1434 1158 142 354 internal_value=0 -0.000541839 0.000157488 internal_weight=0 93.2579 235.61 internal_count=3088 1576 1512 is_linear=0 shrinkage=0.00108903 Tree=1455 num_leaves=4 num_cat=0 split_feature=123 133 133 split_gain=21.5905 23.2111 11.9417 threshold=1.0000000180025095e-35 0.10635000000000001 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0290896265242049e-07 -0.00017812919468134007 -0.00029157245760928437 0.00022420135042041284 leaf_weight=282.05317521095276 6.0440543591976157 21.205588929355145 42.091136876493692 leaf_count=2392 32 410 231 internal_value=0 -2.05842e-05 0.000173387 internal_weight=0 303.259 48.1352 internal_count=3065 2802 263 is_linear=0 shrinkage=0.000269335 Tree=1456 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=22.1973 25.4715 19.26 threshold=1.0000000180025095e-35 -0.10462499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015192976940005845 -0.00029604935759259545 -7.2626960189771706e-05 0.00025925044777744266 leaf_weight=56.843172092922032 6.5236405432224265 252.42817094735801 43.474206019192934 leaf_count=297 35 2554 233 internal_value=0 -3.1314e-05 0.000186296 internal_weight=0 309.271 49.9978 internal_count=3119 2851 268 is_linear=0 shrinkage=0.000303315 Tree=1457 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=27.2622 33.9063 24.7027 threshold=0.089625000000000024 -0.12077499999999998 0.081905000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016121100169806329 0.00013421037846216859 -0.00017674041800260295 -0.00010496945794310504 leaf_weight=35.438700538128614 149.46955674886703 117.92608738783747 53.99916947260499 leaf_count=155 881 1809 287 internal_value=0 -9.85878e-05 7.07109e-05 internal_weight=0 153.365 203.469 internal_count=3132 1964 1168 is_linear=0 shrinkage=0.000303315 Tree=1458 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=28.2405 35.1704 27.757 threshold=0.088975000000000012 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015951509608634398 0.00012311300344084147 -0.00015715523040399696 -0.00010332303250421074 leaf_weight=33.994906846433878 166.03120920807123 118.26484289765358 54.086374599486589 leaf_count=145 927 1740 282 internal_value=0 -8.63872e-05 6.74498e-05 internal_weight=0 152.26 220.118 internal_count=3094 1885 1209 is_linear=0 shrinkage=0.000274722 Tree=1459 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=25.3942 45.0365 31.3187 threshold=0.076845000000000011 -0.16921999999999998 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023783445307406682 0.00010478391760973012 -0.00021561426816440237 -0.0001460829470550508 leaf_weight=23.841783925890923 207.07517403177917 83.581628649495542 53.042140083387494 leaf_count=73 1192 1510 305 internal_value=0 -0.000114832 5.35873e-05 internal_weight=0 107.423 260.117 internal_count=3080 1583 1497 is_linear=0 shrinkage=0.000291537 Tree=1460 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=25.7769 24.0047 21.0026 threshold=0.09450500000000002 -0.40306999999999998 -0.16409499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021871435724392352 -0.00030405561449374198 9.5376553051883142e-05 -0.00010092679156189438 leaf_weight=15.586732011288403 11.112975871190427 161.00221334397793 165.40466097462922 leaf_count=47 113 816 2076 internal_value=0 6.94055e-05 -7.32815e-05 internal_weight=0 172.115 180.991 internal_count=3052 929 2123 is_linear=0 shrinkage=0.000264054 Tree=1461 num_leaves=4 num_cat=0 split_feature=15 472 40 split_gain=26.6822 20.2269 14.0932 threshold=0.084580000000000016 -1.0000000180025095e-35 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035464164793263327 0.00024745281788853311 3.5157635666360819e-05 -0.0002541378426226871 leaf_weight=11.65842426009476 5.1999558955430976 292.16841395385563 47.574802848510444 leaf_count=159 16 1953 999 internal_value=0 2.00751e-05 -0.000204296 internal_weight=0 303.827 52.7748 internal_count=3127 2112 1015 is_linear=0 shrinkage=0.000291537 Tree=1462 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=23.2142 19.6161 17.6763 threshold=0.080020000000000022 0.11015500000000002 0.13062500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033264615036858762 -0.00034865535760516994 -0.00048126838170848359 0.00079825265926068212 leaf_weight=153.51125067472458 143.53491181600839 27.828928526490927 11.485723100602625 leaf_count=719 2194 144 56 internal_value=0 0.000207521 -0.000263164 internal_weight=0 181.34 155.021 internal_count=3113 863 2250 is_linear=0 shrinkage=0.000893386 Tree=1463 num_leaves=4 num_cat=0 split_feature=15 52 4 split_gain=28.7448 25.1787 20.8439 threshold=0.079530000000000017 -0.41845999999999994 0.17888000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002337533794518806 -0.00019500381698803467 4.9536535657130537e-05 0.00031486029201366231 leaf_weight=19.092655755579472 53.979324394837022 273.90158973541111 4.9109576344490042 leaf_count=291 1095 1664 17 internal_value=0 3.0994e-05 -0.000151969 internal_weight=0 292.994 58.8903 internal_count=3067 1955 1112 is_linear=0 shrinkage=0.000239162 Tree=1464 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=29.4692 29.3678 28.5468 threshold=0.08869500000000001 -0.07087499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019888510224891419 0.00012411926864847706 7.5111762193804537e-05 -0.00012317986989432891 leaf_weight=96.678423165343702 163.77222136221826 50.570954719558358 52.246404364705086 leaf_count=1554 964 345 276 internal_value=0 -0.000104799 6.42745e-05 internal_weight=0 147.249 216.019 internal_count=3139 1899 1240 is_linear=0 shrinkage=0.000291537 Tree=1465 num_leaves=4 num_cat=0 split_feature=12 4 4 split_gain=31.354 23.3171 15.9017 threshold=0.083325000000000024 0.23355000000000001 -0.46195999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020359250506684579 -0.00014825073372088637 0.00012695746947183933 0.00010482463945631129 leaf_weight=14.707508884370325 123.56855943053961 31.477518115192652 175.23332057148218 leaf_count=79 1994 134 819 internal_value=0 -9.23266e-05 8.08374e-05 internal_weight=0 155.046 189.941 internal_count=3026 2128 898 is_linear=0 shrinkage=0.00028582 Tree=1466 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=19.2907 35.0361 24.2248 threshold=1.0000000180025095e-35 -0.07087499999999998 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075847850864379162 -0.00070141768583503869 0.00038654276499258764 0.00022834669301304933 leaf_weight=59.399137473665178 24.855035774409771 33.156374994665384 214.80472908075899 leaf_count=1305 169 276 1351 internal_value=0 -0.000348323 0.000131639 internal_weight=0 92.5555 239.66 internal_count=3101 1581 1520 is_linear=0 shrinkage=0.000893386 Tree=1467 num_leaves=4 num_cat=0 split_feature=12 3 15 split_gain=24.7853 25.982 16.8478 threshold=0.083325000000000024 0.10812000000000001 0.083195000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011082337301067693 -0.00010878380086671765 0.00039685377353860434 -0.00027017099004009068 leaf_weight=180.57422473654151 152.40864788461477 10.2806344255805 11.732055524364112 leaf_count=822 2097 30 85 internal_value=0 -7.65807e-05 8.74363e-05 internal_weight=0 162.689 192.306 internal_count=3034 2127 907 is_linear=0 shrinkage=0.000309381 Tree=1468 num_leaves=4 num_cat=0 split_feature=1 130 16 split_gain=22.7411 25.7644 23.9778 threshold=1.0000000180025095e-35 -0.068059999999999982 0.0020050000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00073219585592476384 0.0010084759457158849 3.937604320261054e-05 0.00020610232596883512 leaf_weight=58.148840759880841 24.305098405107856 212.1577864876017 34.609765496104956 leaf_count=1201 95 1401 378 internal_value=0 0.000139416 -0.000382275 internal_weight=0 236.463 92.7586 internal_count=3075 1496 1579 is_linear=0 shrinkage=0.000893386 Tree=1469 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=28.2244 23.1099 15.8645 threshold=1.0000000180025095e-35 0.17769000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2082090499446281e-05 -0.00023256084974065063 0.00027263114550869647 0.00028639930216045346 leaf_weight=284.48914189543575 6.6901834905147544 22.029635298997164 43.567205403000116 leaf_count=2762 34 126 233 internal_value=0 -3.79353e-05 0.000216953 internal_weight=0 306.519 50.2574 internal_count=3155 2888 267 is_linear=0 shrinkage=0.000315569 Tree=1470 num_leaves=4 num_cat=0 split_feature=52 0 2 split_gain=20.2696 29.5116 1.03972 threshold=-0.42985499999999993 -0.074249999999999997 0.11917500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00095808099928386436 -0.00015018102691870158 0.00038754944396869205 -0.0002894687656115128 leaf_weight=15.959697167389097 202.94124443270266 119.46220299601555 2.0549583397805682 leaf_count=261 2086 766 28 internal_value=0 4.9133e-05 -0.000884071 internal_weight=0 322.403 18.0147 internal_count=3141 2852 289 is_linear=0 shrinkage=0.000858695 Tree=1471 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=33.101 25.8374 23.6741 threshold=1.0000000180025095e-35 0.077735000000000012 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018263320369104967 9.6741441468168433e-05 -0.00010730522976449145 -0.00019574575079211827 leaf_weight=14.572807706892489 195.53233090415597 61.475052317604423 83.676916646771133 leaf_count=56 1172 358 1506 internal_value=0 4.79089e-05 -0.000139479 internal_weight=0 257.007 98.2497 internal_count=3092 1530 1562 is_linear=0 shrinkage=0.000274722 Tree=1472 num_leaves=4 num_cat=0 split_feature=52 0 47 split_gain=21.8984 24.9998 7.59864 threshold=-0.32783999999999996 -0.060944999999999992 0.13135500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011115681432001447 -9.4506673131277571e-05 0.00051724059911883785 0.00045952487399444767 leaf_weight=19.607066088356081 224.55014194641262 81.835924765095115 3.1554615749046198 leaf_count=315 2318 406 20 internal_value=0 6.90207e-05 -0.000892592 internal_weight=0 306.386 22.7625 internal_count=3059 2724 335 is_linear=0 shrinkage=0.000948068 Tree=1473 num_leaves=4 num_cat=0 split_feature=2 2 150 split_gain=26.2191 33.214 22.0701 threshold=0.090585000000000013 -1.0000000180025095e-35 0.082085000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042561283716062469 2.3541101279945121e-05 -0.00062697301565402123 0.00079926433540977878 leaf_weight=40.226372815668583 139.70726011041552 105.35082726273686 47.816051352769136 leaf_count=229 1150 1527 210 internal_value=0 -0.000336015 0.0002217 internal_weight=0 145.577 187.523 internal_count=3116 1756 1360 is_linear=0 shrinkage=0.00098637 Tree=1474 num_leaves=4 num_cat=0 split_feature=160 123 1 split_gain=24.5936 20.7157 0.175371 threshold=-0.40187499999999993 1.0000000180025095e-35 0.096545000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031227229552097439 -1.3395075623463368e-05 0.00018072501744174406 -0.00040013452105291681 leaf_weight=9.699133897200225 293.74272875487804 48.200199563056231 5.1709272228181353 leaf_count=206 2624 259 35 internal_value=0 1.40183e-05 -0.000345588 internal_weight=0 341.943 14.8701 internal_count=3124 2883 241 is_linear=0 shrinkage=0.000274722 Tree=1475 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=19.4711 24.6892 18.6681 threshold=0.089835000000000012 -0.067014999999999977 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052337333492061071 0.00024039731070103496 0.00029267966572403374 -0.00096594223297936043 leaf_weight=95.411463037133217 177.2668251702562 42.783981245011091 10.756316039711235 leaf_count=1425 1294 240 78 internal_value=0 -0.000270699 0.000170852 internal_weight=0 138.195 188.023 internal_count=3037 1665 1372 is_linear=0 shrinkage=0.000893386 Tree=1476 num_leaves=4 num_cat=0 split_feature=14 160 51 split_gain=20.0933 19.8107 1.58571 threshold=0.077685000000000018 -0.40187499999999993 -0.034774999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012459984386701333 -0.0018499000705921788 0.00011891302091369258 -0.0010105003178193031 leaf_weight=11.997145672328768 3.9970076680183402 308.20893524494022 8.0526254512369615 leaf_count=226 30 2740 79 internal_value=0 6.73563e-05 -0.00130341 internal_weight=0 320.206 12.0496 internal_count=3075 2966 109 is_linear=0 shrinkage=0.00104674 Tree=1477 num_leaves=4 num_cat=0 split_feature=14 1365 51 split_gain=20.1742 20.3039 1.72563 threshold=0.073890000000000011 0.087320000000000009 -0.042309999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011103548717007807 -0.0018165738721445525 -0.0020973025557239639 -0.00096981789864038204 leaf_weight=311.59211980644614 4.4670749753713599 4.7075851932167998 8.5432868693023902 leaf_count=2917 33 32 83 internal_value=0 7.74376e-05 -0.00127357 internal_weight=0 316.3 13.0104 internal_count=3065 2949 116 is_linear=0 shrinkage=0.00106768 Tree=1478 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=22.6751 25.7069 17.2951 threshold=0.069705000000000003 0.12856000000000004 0.088405000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.6477857425894275e-05 -6.022655056301414e-05 0.00016550242924009926 0.00025440628595260073 leaf_weight=250.52090612798929 20.266555190086365 38.074895109981298 37.433424189686775 leaf_count=2540 123 235 144 internal_value=0 -4.45012e-05 0.000143992 internal_weight=0 288.596 57.7 internal_count=3042 2775 267 is_linear=0 shrinkage=0.000274722 Tree=1479 num_leaves=4 num_cat=0 split_feature=1 3 51 split_gain=21.6286 32.3325 15.3647 threshold=0.10100500000000003 -0.11550499999999998 -0.40548499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001452201181829681 -0.00028132063076386437 -0.0001077268713048247 0.0001017405187256356 leaf_weight=46.919540200382471 7.9169494062662116 166.17902770545334 142.44295114651322 leaf_count=208 54 2131 748 internal_value=0 -5.19866e-05 8.13767e-05 internal_weight=0 213.099 150.36 internal_count=3141 2339 802 is_linear=0 shrinkage=0.000269335 Tree=1480 num_leaves=4 num_cat=0 split_feature=133 151 1 split_gain=19.4861 19.5262 5.8182 threshold=0.11312000000000001 -0.52342999999999995 0.12220000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017204914448618286 -0.0011757799949862814 0.00013271642106058224 0.00054968160736507186 leaf_weight=5.7524374667555085 16.088035420514647 309.43375353142619 2.1868083029985419 leaf_count=45 366 2671 18 internal_value=0 9.82947e-05 -0.000967217 internal_weight=0 315.186 18.2748 internal_count=3100 2716 384 is_linear=0 shrinkage=0.0010061 Tree=1481 num_leaves=4 num_cat=0 split_feature=13 376 12 split_gain=21.7642 24.7362 6.02666 threshold=-0.24426999999999996 0.048375000000000008 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.0666221750610002e-05 -4.982476839929927e-05 0.00023609825580577184 0.00033075199730140905 leaf_weight=8.9159220047295111 287.54624114744365 32.092625595629215 22.865804277360439 leaf_count=56 2736 152 103 internal_value=0 -2.10447e-05 0.00024697 internal_weight=0 319.639 31.7817 internal_count=3047 2888 159 is_linear=0 shrinkage=0.000309381 Tree=1482 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=25.4719 36.997 27.0846 threshold=1.0000000180025095e-35 -0.055084999999999988 0.077065000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023242448254926005 0.00011004160192064843 0.00015675891308832739 -0.00011805340499458221 leaf_weight=73.856958165764809 193.01125965639949 30.417111750692129 60.340453632175922 leaf_count=1457 1141 142 358 internal_value=0 -0.000118852 5.56884e-05 internal_weight=0 104.274 253.352 internal_count=3098 1599 1499 is_linear=0 shrinkage=0.000297367 Tree=1483 num_leaves=4 num_cat=0 split_feature=15 0 40 split_gain=25.734 21.9089 11.6568 threshold=0.084580000000000016 -0.074249999999999997 -0.082644999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001091973878926981 0.00098534684266223557 0.00057381487308347994 -0.0009756702276139432 leaf_weight=176.11626272276044 4.7680092453956595 110.3530932944268 44.641524157486856 leaf_count=1407 15 669 1024 internal_value=0 0.000154032 -0.000784633 internal_weight=0 286.469 49.4095 internal_count=3115 2076 1039 is_linear=0 shrinkage=0.00120238 Tree=1484 num_leaves=4 num_cat=0 split_feature=13 132 133 split_gain=20.2987 22.2867 20.438 threshold=-0.091064999999999993 0.08018500000000002 -0.25351499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016704893460659197 -0.00023183234926022153 0.00070469629380384593 0.0006304376389356974 leaf_weight=4.2173885488882652 227.0845565982163 30.223042888566852 68.008252860046923 leaf_count=47 2341 245 435 internal_value=0 -0.00012157 0.000493705 internal_weight=0 257.308 72.2256 internal_count=3068 2586 482 is_linear=0 shrinkage=0.00102622 Tree=1485 num_leaves=4 num_cat=0 split_feature=15 43 13 split_gain=19.6092 19.8166 19.6531 threshold=0.084580000000000016 0.25537500000000007 0.14307000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013282932646627496 -0.00069622781893370709 -0.00086822898710459063 0.00064227347072269743 leaf_weight=273.52368714660406 37.450268692336977 12.397294623777269 7.9666193900629869 leaf_count=1976 923 118 69 internal_value=0 8.91014e-05 -0.000460438 internal_weight=0 285.921 45.4169 internal_count=3086 2094 992 is_linear=0 shrinkage=0.000777746 Tree=1486 num_leaves=4 num_cat=0 split_feature=12 16 132 split_gain=30.2407 31.9746 19.043 threshold=0.080020000000000022 -0.24404999999999996 0.082150000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.0403992419654979e-05 0.00013759496460616859 -0.00014369594275754426 0.00030923881969985908 leaf_weight=165.9185012485832 35.660464828833938 132.79222217667848 20.55523607134819 leaf_count=762 189 2066 82 internal_value=0 -8.40964e-05 7.02058e-05 internal_weight=0 168.453 186.474 internal_count=3099 2255 844 is_linear=0 shrinkage=0.000264054 Tree=1487 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=22.4856 36.5731 29.0759 threshold=0.076845000000000011 -0.10075499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016671383830848093 -0.00028499226325761994 -0.00018876733076754275 6.5933859068837694e-05 leaf_weight=25.68050185777247 16.857908170670271 78.24611686822027 234.3459630664438 leaf_count=138 170 1444 1331 internal_value=0 -0.000100842 4.22673e-05 internal_weight=0 103.927 251.204 internal_count=3083 1582 1501 is_linear=0 shrinkage=0.000258876 Tree=1488 num_leaves=4 num_cat=0 split_feature=1213 403 13 split_gain=21.3979 20.3294 4.83543 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.10939499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034894886134016751 -0.00099984602941619255 0.00010682068795479834 -0.0010884216219538012 leaf_weight=2.405909804627302 16.279586562886834 292.84770297259092 19.819815988652408 leaf_count=16 355 2266 451 internal_value=0 4.81993e-05 -0.000931859 internal_weight=0 309.127 22.2257 internal_count=3088 2621 467 is_linear=0 shrinkage=0.00096703 Tree=1489 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=32.1605 23.7858 17.8418 threshold=0.10100500000000003 0.11456500000000001 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.0890328566795101e-05 0.00018166528882166655 0.00031589490085992837 -5.0301382234210773e-05 leaf_weight=194.8429203601554 105.77462505176663 13.488606467843054 40.491909258067608 leaf_count=2277 578 38 197 internal_value=0 -6.43971e-05 0.000117459 internal_weight=0 208.332 146.267 internal_count=3090 2315 775 is_linear=0 shrinkage=0.000297367 Tree=1490 num_leaves=4 num_cat=0 split_feature=12 13 43 split_gain=29.7236 28.1703 18.3302 threshold=0.079600000000000018 -0.100615 -0.042829999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001872692400955874 0.000140469567159771 -0.0001353027715381947 1.1689013720716908e-05 leaf_weight=66.285625539720058 33.274250696413219 137.82938520424068 123.14173733443022 leaf_count=313 161 2120 544 internal_value=0 -8.1617e-05 7.32035e-05 internal_weight=0 171.104 189.427 internal_count=3138 2281 857 is_linear=0 shrinkage=0.000269335 Tree=1491 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=29.0273 20.4481 4.44815 threshold=0.18936500000000003 -0.32783999999999996 0.11535000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010480589120630828 -0.0015188077861944213 0.00015630746869583497 -5.2758066874990102e-05 leaf_weight=22.784981092438102 21.284942120313648 286.75414651073515 3.6525128111243239 leaf_count=327 346 2423 17 internal_value=0 6.73079e-05 -0.00130528 internal_weight=0 309.539 24.9375 internal_count=3113 2750 363 is_linear=0 shrinkage=0.00122643 Tree=1492 num_leaves=4 num_cat=0 split_feature=4 48 13 split_gain=31.8227 27.1949 20.975 threshold=0.28122000000000008 0.11978500000000002 -0.24426999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018850824649380428 0.00022571373795090427 -0.00032498202632574088 -8.0692173173263414e-05 leaf_weight=23.697999760508537 54.633939269930124 7.6224857270717612 265.25011564325541 leaf_count=98 297 31 2641 internal_value=0 0.000157826 -5.85493e-05 internal_weight=0 62.2564 288.948 internal_count=3067 328 2739 is_linear=0 shrinkage=0.000274722 Tree=1493 num_leaves=4 num_cat=0 split_feature=1 1429 155 split_gain=18.0622 18.6729 16.5832 threshold=0.10100500000000003 0.084545000000000009 0.091095000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031659809940002778 0.00034604195949614188 0.00064690799306038843 -0.0011549280871137411 leaf_weight=170.00304632540792 129.22347895056009 22.008085765875876 7.4731589853763571 leaf_count=2137 693 178 84 internal_value=0 -0.00020585 0.000263106 internal_weight=0 192.011 136.697 internal_count=3092 2315 777 is_linear=0 shrinkage=0.00098637 Tree=1494 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=28.2034 27.4944 21.1371 threshold=0.09450500000000002 0.086785000000000015 -0.074179999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013882721985539062 0.00014199451799525048 -0.00010590107908060976 5.5556159059682392e-05 leaf_weight=121.77106999792159 126.20402972027659 43.586758123710752 60.759125592187047 leaf_count=1711 709 224 467 internal_value=0 7.83297e-05 -7.41281e-05 internal_weight=0 169.791 182.53 internal_count=3111 933 2178 is_linear=0 shrinkage=0.000269335 Tree=1495 num_leaves=4 num_cat=0 split_feature=130 1429 123 split_gain=19.9064 18.4328 3.08369 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001044194791336633 -0.0010218926392945359 9.902979815309123e-05 -0.00012434675442526171 leaf_weight=12.092648555524645 17.317563931457702 289.80795687995851 3.9287559017539015 leaf_count=135 385 2482 16 internal_value=0 5.28677e-05 -0.000857445 internal_weight=0 301.901 21.2463 internal_count=3018 2617 401 is_linear=0 shrinkage=0.000911254 Tree=1496 num_leaves=4 num_cat=0 split_feature=484 484 2 split_gain=19.5242 19.0825 1.42839 threshold=0.11749000000000001 0.07474500000000002 0.099885000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.898931518401062e-05 -0.0012613817611155998 0.00066849012816183747 -0.002298134258027221 leaf_weight=275.07488158904016 4.7393941385671488 47.537554938346148 2.5961205270141363 leaf_count=2719 84 275 28 internal_value=0 5.69279e-05 -0.00165733 internal_weight=0 322.612 7.33551 internal_count=3106 2994 112 is_linear=0 shrinkage=0.00104674 Tree=1497 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=31.777 23.9356 16.8513 threshold=0.24099500000000004 0.048375000000000008 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9404283722840685e-05 0.00022473639134815265 0.00021520252201553115 -0.00028636085987045559 leaf_weight=239.87960923742503 69.400518503040075 29.13784384354949 7.6306208670139304 leaf_count=2556 394 112 29 internal_value=0 -6.52532e-05 0.000173766 internal_weight=0 269.017 77.0311 internal_count=3091 2668 423 is_linear=0 shrinkage=0.000328318 Tree=1498 num_leaves=4 num_cat=0 split_feature=1456 15 12 split_gain=19.6005 24.2073 5.31953 threshold=1.0000000180025095e-35 -0.31881499999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011083034228881511 0.0005294777182858597 -3.8402680238965832e-05 -0.0015472974887240549 leaf_weight=26.742185425013304 1.8260471727699048 291.30675809364766 13.111470103263851 leaf_count=206 10 2662 259 internal_value=0 5.83707e-05 -0.00129137 internal_weight=0 318.049 14.9375 internal_count=3137 2868 269 is_linear=0 shrinkage=0.00115569 Tree=1499 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=27.8548 27.9909 19.8383 threshold=0.10100500000000003 -0.097724999999999992 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010383595588241129 0.00015299105005492727 -0.00014701356415833982 -8.7671452983482723e-05 leaf_weight=50.368740752339363 101.82139795273542 150.68459029588848 40.665435653179884 leaf_count=291 566 2026 206 internal_value=0 -8.41469e-05 8.42916e-05 internal_weight=0 201.053 142.487 internal_count=3089 2317 772 is_linear=0 shrinkage=0.000291537 Tree=1500 num_leaves=4 num_cat=0 split_feature=1 150 4 split_gain=20.3128 21.7523 5.49967 threshold=0.12856000000000004 0.082085000000000019 -0.063219999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022507912237695792 -0.00010958871365742357 0.00040373911500225649 0.00084662062633589035 leaf_weight=216.18249853793532 7.0748324394226065 71.01187502220273 33.099840816110373 leaf_count=2448 29 372 226 internal_value=0 -6.95003e-05 0.000678394 internal_weight=0 287.194 40.1747 internal_count=3075 2820 255 is_linear=0 shrinkage=0.00098637 Tree=1501 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=28.0197 26.3532 18.4951 threshold=0.10100500000000003 -0.11550499999999998 0.13648000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9722443026011037e-05 0.00012390581408987348 -0.00015409625708551173 -0.00014578842197082956 leaf_weight=45.58095059171319 110.78089223057032 173.89818901754916 28.103960480540991 leaf_count=200 602 2087 183 internal_value=0 -0.00010136 6.92585e-05 internal_weight=0 219.479 138.885 internal_count=3072 2287 785 is_linear=0 shrinkage=0.000297367 Tree=1502 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=19.4574 37.9854 27.9018 threshold=-0.10075499999999998 -0.049374999999999995 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00079100845599141417 -0.00062359544980800802 0.00015061051991598778 -0.00039647839462562907 leaf_weight=55.889055198058486 87.056824215687811 164.28469492308795 25.978996818885207 leaf_count=275 1839 827 164 internal_value=0 -0.000117708 0.000414159 internal_weight=0 251.342 81.8681 internal_count=3105 2666 439 is_linear=0 shrinkage=0.000948068 Tree=1503 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=25.2955 23.5565 17.9167 threshold=0.10100500000000003 0.11456500000000001 0.11140500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012073061629543936 8.0047642723131432e-05 0.00025343025960489532 -0.00035151165834929998 leaf_weight=200.65517052449286 125.9043679125607 13.453428775072096 7.5944328457117072 leaf_count=2250 691 36 72 internal_value=0 -9.71002e-05 5.52233e-05 internal_weight=0 214.109 133.499 internal_count=3049 2286 763 is_linear=0 shrinkage=0.000274722 Tree=1504 num_leaves=4 num_cat=0 split_feature=4 150 0 split_gain=21.9091 27.1424 23.0202 threshold=0.27834500000000006 -1.0000000180025095e-35 -0.060269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.5612824845779874e-05 -0.00031929446064953021 0.0002130172173022532 7.8198499020180727e-05 leaf_weight=200.8336696466431 7.9018178209662429 52.629467397928238 90.048079136759043 leaf_count=2290 31 300 464 internal_value=0 0.000143067 -3.48913e-05 internal_weight=0 60.5313 290.882 internal_count=3085 331 2754 is_linear=0 shrinkage=0.000269335 Tree=1505 num_leaves=4 num_cat=0 split_feature=376 1 4 split_gain=22.8327 22.309 2.25072 threshold=0.048375000000000008 0.12700000000000003 0.00025000000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023858174368165516 0.0010981568937430566 0.00072097432797615089 0.00048674809096175978 leaf_weight=258.41441119648516 20.482371609658003 35.248903211206198 12.843554712831972 leaf_count=2693 86 224 80 internal_value=0 -0.000123174 0.000864944 internal_weight=0 293.663 33.3259 internal_count=3083 2917 166 is_linear=0 shrinkage=0.00113303 Tree=1506 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=36.824 20.4659 19.1301 threshold=0.10100500000000003 -0.11550499999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.0695656528129901e-05 2.6504269508855848e-05 -0.00013808991042805081 0.00024706317430619464 leaf_weight=42.382353149354458 105.43174504302442 160.23970112390816 43.574370052665472 leaf_count=200 541 2113 254 internal_value=0 -9.23074e-05 9.11401e-05 internal_weight=0 202.622 149.006 internal_count=3108 2313 795 is_linear=0 shrinkage=0.000280216 Tree=1507 num_leaves=4 num_cat=0 split_feature=1429 14 475 split_gain=18.0362 19.1202 0.977099 threshold=-1.0000000180025095e-35 0.077685000000000018 0.061780000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014568382982118424 0.00010610536287127125 -0.0013369038533786897 -0.00072023161044456512 leaf_weight=9.2275600377470237 311.27830486185849 11.173057010397313 3.2414227994158855 leaf_count=104 2855 102 40 internal_value=0 5.56579e-05 -0.00127346 internal_weight=0 322.451 12.469 internal_count=3101 2957 144 is_linear=0 shrinkage=0.00108903 Tree=1508 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=22.4848 18.0289 17.6896 threshold=0.10100500000000003 -0.10075499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031879699785498136 -0.001052337927847727 -0.00045448048534116992 0.00041721084028336188 leaf_weight=46.973305225372314 10.410455301403998 148.7720451168716 127.27628146857023 leaf_count=277 107 2062 695 internal_value=0 -0.00026884 0.000305334 internal_weight=0 195.745 137.687 internal_count=3141 2339 802 is_linear=0 shrinkage=0.00108903 Tree=1509 num_leaves=4 num_cat=0 split_feature=147 9 52 split_gain=20.6801 18.5098 6.41421 threshold=0.085900000000000018 -1.0000000180025095e-35 -0.061539999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010732773831337433 -6.501650109712491e-05 -0.00012590724981508382 0.0010750523603775925 leaf_weight=15.366981144994496 7.1747349221259347 281.69741558097303 25.735614124685526 leaf_count=97 55 2839 104 internal_value=0 -6.34931e-05 0.00082713 internal_weight=0 297.064 32.9103 internal_count=3095 2936 159 is_linear=0 shrinkage=0.00106768 Tree=1510 num_leaves=3 num_cat=0 split_feature=1365 1 split_gain=18.7178 18.6425 threshold=0.087320000000000009 0.094655000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00016564718489496611 -0.0021177724664248002 0.00036254343237420496 leaf_weight=171.31077749095857 4.7023137584328643 158.76518505066633 leaf_count=2124 33 939 internal_value=0 8.84471e-05 internal_weight=0 330.076 internal_count=3096 3063 is_linear=0 shrinkage=0.00111081 Tree=1511 num_leaves=4 num_cat=0 split_feature=12 43 16 split_gain=24.3302 22.2703 19.8534 threshold=0.023990000000000004 -0.048759999999999991 -0.17157499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021411225573298687 0.00010357157795980927 -3.7191417102280543e-06 -0.00013506714489573921 leaf_weight=60.555731821805239 37.854720883071423 116.46842743270099 135.11962981242687 leaf_count=289 217 533 2056 internal_value=0 7.0884e-05 -8.28088e-05 internal_weight=0 177.024 172.974 internal_count=3095 822 2273 is_linear=0 shrinkage=0.000291537 Tree=1512 num_leaves=4 num_cat=0 split_feature=15 155 40 split_gain=24.9283 19.8288 13.6183 threshold=0.082805000000000004 0.083500000000000005 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019207992827825442 0.0009495661676122123 -0.0011217672910819789 -0.00086553322404326033 leaf_weight=264.83862570021302 4.9553396999835959 13.102941640652714 43.951248671859503 leaf_count=1788 17 192 1076 internal_value=0 0.000129715 -0.000679874 internal_weight=0 277.942 48.9066 internal_count=3073 1980 1093 is_linear=0 shrinkage=0.00104674 Tree=1513 num_leaves=4 num_cat=0 split_feature=403 51 1186 split_gain=20.6468 19.5895 10.447 threshold=-1.0000000180025095e-35 -0.40548499999999993 0.085230000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010129012360304674 -0.0015633952691653373 0.00011689968770926277 0.0013656857728151623 leaf_weight=33.433997625485063 9.0879541924223286 279.86608133371919 2.4551351051777592 leaf_count=702 101 2253 21 internal_value=0 6.34673e-05 -0.000846443 internal_weight=0 288.954 35.8891 internal_count=3077 2354 723 is_linear=0 shrinkage=0.00113303 Tree=1514 num_leaves=4 num_cat=0 split_feature=0 16 0 split_gain=20.3558 33.3637 25.3026 threshold=-0.060269999999999997 0.26746000000000009 -0.10726999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018466018622777952 0.00083106270182461473 -0.00061875633154234418 -0.00053925191442273548 leaf_weight=115.90240082144737 67.789865678176284 25.952167075127363 112.98880659230053 leaf_count=565 335 197 1942 internal_value=0 0.000429426 -0.000172777 internal_weight=0 93.742 228.891 internal_count=3039 532 2507 is_linear=0 shrinkage=0.00108903 Tree=1515 num_leaves=4 num_cat=0 split_feature=123 50 1 split_gain=22.276 21.4987 6.30582 threshold=1.0000000180025095e-35 0.086500000000000007 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.207528367078463e-05 -1.2692946542331902e-05 -0.00082964649720117462 0.00078650654664776457 leaf_weight=249.01724351802841 11.477354660630224 32.965813336893916 33.0537842027843 leaf_count=2278 37 538 228 internal_value=0 -0.000125609 0.000581007 internal_weight=0 281.983 44.5311 internal_count=3081 2816 265 is_linear=0 shrinkage=0.000929479 Tree=1516 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=27.0118 35.384 27.7183 threshold=1.0000000180025095e-35 -0.055084999999999988 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027139856311648417 9.799482085678906e-05 0.00012936915750194332 -0.00015432737113030108 leaf_weight=66.913371676579118 201.95587807521224 30.685325760394335 52.392388631589711 leaf_count=1422 1253 151 302 internal_value=0 -0.000145392 4.59747e-05 internal_weight=0 97.5987 254.348 internal_count=3128 1573 1555 is_linear=0 shrinkage=0.000309381 Tree=1517 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=23.2635 34.1773 20.4233 threshold=0.089985000000000023 -1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014681499775554604 -0.00025213624117625613 -0.00016164414933387281 9.813836270940628e-05 leaf_weight=40.09712428599596 14.60334664210677 108.59089277777821 179.90449000708759 leaf_count=217 108 1490 1268 internal_value=0 -7.84132e-05 7.17104e-05 internal_weight=0 148.688 194.508 internal_count=3083 1707 1376 is_linear=0 shrinkage=0.00028582 Tree=1518 num_leaves=4 num_cat=0 split_feature=52 1 4 split_gain=24.5593 22.9694 5.86706 threshold=-0.24600999999999998 0.09450500000000002 0.10621000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013048120606313667 -0.00022690627324549757 0.00040017780126634585 0.00037614359137212971 leaf_weight=21.812994838692251 158.82303031347692 141.85861119627953 2.9847375042736521 leaf_count=338 1943 800 11 internal_value=0 6.89846e-05 -0.00110171 internal_weight=0 300.682 24.7977 internal_count=3092 2743 349 is_linear=0 shrinkage=0.00113303 Tree=1519 num_leaves=4 num_cat=0 split_feature=133 484 1 split_gain=19.3946 20.9802 0.663532 threshold=-0.39935999999999994 -0.0048899999999999994 0.10786000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001438497258003319 -0.00096592934943177966 0.00010942669124658492 -0.0022354846572369201 leaf_weight=7.737970110960303 28.774184979498386 285.0780384875834 2.5533528700470924 leaf_count=148 470 2467 16 internal_value=0 1.0528e-05 -0.00165817 internal_weight=0 313.852 10.2913 internal_count=3101 2937 164 is_linear=0 shrinkage=0.00120238 Tree=1520 num_leaves=4 num_cat=0 split_feature=1213 403 3 split_gain=23.8583 23.2 3.86099 threshold=-1.0000000180025095e-35 -0.08373499999999999 -0.12923999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8361461787603464e-05 -0.00032310191302413764 4.9731499067922434e-05 -0.00035061201111883473 leaf_weight=2.8806911371648338 17.474726550281048 302.68265921901911 20.207142708823085 leaf_count=18 371 2247 438 internal_value=0 2.92758e-05 -0.000302129 internal_weight=0 320.157 23.0878 internal_count=3074 2618 456 is_linear=0 shrinkage=0.000315569 Tree=1521 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=25.5801 22.9217 15.9805 threshold=1.0000000180025095e-35 0.17769000000000004 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6188070668931883e-05 -0.00027068951679761274 0.00023963270072802659 0.00024318466374594107 leaf_weight=286.99470117222518 5.8610965013504019 19.497963078320026 37.595266878604889 leaf_count=2680 31 126 225 internal_value=0 -6.53806e-05 0.000173359 internal_weight=0 306.493 43.4564 internal_count=3062 2806 256 is_linear=0 shrinkage=0.000291537 Tree=1522 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=24.3323 34.2737 19.9131 threshold=0.0047850000000000011 -0.10462499999999998 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017597338813598885 -0.00013401980555629529 -9.0453488903094044e-05 0.00023810549016510982 leaf_weight=50.117193007841706 15.813900236040352 224.25697009358555 52.790848523378372 leaf_count=274 66 2424 293 internal_value=0 -4.1736e-05 0.000152249 internal_weight=0 274.374 68.6047 internal_count=3057 2698 359 is_linear=0 shrinkage=0.000291537 Tree=1523 num_leaves=4 num_cat=0 split_feature=484 52 123 split_gain=20.3571 18.9563 10.0189 threshold=-1.0000000180025095e-35 -0.42985499999999993 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010412267844623244 -0.0010744217034135614 0.00014082102191011981 0.0010194780875358417 leaf_weight=27.346589666325603 15.329102895222602 279.3798960307613 2.8923933655023566 leaf_count=488 244 2349 14 internal_value=0 7.72269e-05 -0.000841084 internal_weight=0 294.709 30.239 internal_count=3095 2593 502 is_linear=0 shrinkage=0.00106768 Tree=1524 num_leaves=4 num_cat=0 split_feature=1 3 13 split_gain=18.288 17.6548 6.65627 threshold=0.12700000000000003 -0.10075499999999998 -0.039944999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038531605090994436 0.0012761258860036887 -0.00024058663400719008 0.00035147036160051992 leaf_weight=75.615330131724477 16.124905645847321 209.20484405755997 23.829877577722073 leaf_count=415 149 2397 121 internal_value=0 -7.43331e-05 0.000727165 internal_weight=0 284.82 39.9548 internal_count=3082 2812 270 is_linear=0 shrinkage=0.00111081 Tree=1525 num_leaves=4 num_cat=0 split_feature=52 484 52 split_gain=22.9753 20.4907 7.92177 threshold=0.18879500000000002 -0.0048899999999999994 0.64160000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00083976370128607271 -0.0011825131038705426 0.00015184530072495975 0.00055622469707827197 leaf_weight=24.78387635666877 22.34624451445416 275.48176020942628 3.2247836617752901 leaf_count=418 335 2311 17 internal_value=0 6.97155e-05 -0.00096177 internal_weight=0 300.266 25.571 internal_count=3081 2729 352 is_linear=0 shrinkage=0.00104674 Tree=1526 num_leaves=4 num_cat=0 split_feature=133 13 13 split_gain=20.0183 20.4653 0.847634 threshold=-0.39356499999999994 -0.17030499999999998 -0.14022999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019468704033085615 0.00081820356550196566 -3.8524019299961456e-05 -0.001181869216799697 leaf_weight=2.2121411059051743 31.177410420030355 287.97743447637185 8.230834177695213 leaf_count=16 176 2780 164 internal_value=0 4.54251e-05 -0.00136285 internal_weight=0 319.155 10.443 internal_count=3136 2956 180 is_linear=0 shrinkage=0.0010061 Tree=1527 num_leaves=3 num_cat=0 split_feature=4 160 split_gain=22.9401 21.1507 threshold=0.51074000000000008 -0.20907999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030901652529648547 0.00033158003704755729 3.9290547644105779e-08 leaf_weight=22.620304473675787 18.546509001404047 313.46666935924441 leaf_count=299 146 2665 internal_value=0 -2.08577e-05 internal_weight=0 336.087 internal_count=3110 2964 is_linear=0 shrinkage=0.000309381 Tree=1528 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=24.5364 34.0679 20.0344 threshold=0.090515000000000012 -0.15409499999999995 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042653615164578099 0.00041080897403752688 -0.00067923368224451046 -0.00038441299671074897 leaf_weight=40.992415772750974 130.88679672963917 102.57854794105515 44.66743996553123 leaf_count=169 863 1812 246 internal_value=0 -0.000363428 0.000208359 internal_weight=0 143.571 175.554 internal_count=3090 1981 1109 is_linear=0 shrinkage=0.00102622 Tree=1529 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=18.8523 19.8974 15.3179 threshold=0.10437000000000002 -0.074179999999999982 0.11603500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039799638231544359 0.00044382135377350014 0.00020645274635572647 -0.00042829952060055115 leaf_weight=132.30150059657171 95.220092538744211 72.894329925999045 21.189326241612434 leaf_count=1853 581 569 102 internal_value=0 -0.000183275 0.000284815 internal_weight=0 205.196 116.409 internal_count=3105 2422 683 is_linear=0 shrinkage=0.000929479 Tree=1530 num_leaves=4 num_cat=0 split_feature=14 3 51 split_gain=18.4373 21.9688 1.24696 threshold=0.077685000000000018 -0.10075499999999998 -0.022999999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060182445365017118 -0.0020182656672620065 -0.00013313734717703844 -0.0011576201551925227 leaf_weight=73.865987317636609 3.9113497696816921 239.30019167624414 7.7365517094731313 leaf_count=377 30 2590 81 internal_value=0 4.037e-05 -0.00146309 internal_weight=0 313.166 11.6479 internal_count=3078 2967 111 is_linear=0 shrinkage=0.0011788 Tree=1531 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=22.2888 22.1601 13.5373 threshold=1.0000000180025095e-35 -0.23438999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022302937890345402 -0.00020690754860808815 -5.3243612937717547e-05 0.00022957340427225576 leaf_weight=24.82131328061223 6.3156625106930724 266.15180738735944 43.203683853149414 leaf_count=140 34 2692 243 internal_value=0 -2.95996e-05 0.000173564 internal_weight=0 290.973 49.5193 internal_count=3109 2832 277 is_linear=0 shrinkage=0.000280216 Tree=1532 num_leaves=4 num_cat=0 split_feature=123 133 457 split_gain=20.2047 20.4188 20.0768 threshold=1.0000000180025095e-35 -0.0019149999999999998 0.081330000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025122881711176805 -0.0011333839805121998 0.00081293926744378244 0.00046353183841842002 leaf_weight=229.16863071266562 5.4701304063200942 37.108898177742958 41.649556249380112 leaf_count=2581 31 226 201 internal_value=0 0.000560578 -0.000141159 internal_weight=0 42.579 270.818 internal_count=3039 257 2782 is_linear=0 shrinkage=0.000948068 Tree=1533 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=24.2085 38.0964 15.7495 threshold=0.10100500000000003 -0.11550499999999998 0.091145000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014360868383457139 9.8847150125250173e-05 -0.00011916996732692533 -0.00027460056012869728 leaf_weight=46.171502778306603 134.81755979731679 153.0534196337685 7.5823933109641066 leaf_count=204 711 2101 81 internal_value=0 -5.82231e-05 7.8762e-05 internal_weight=0 199.225 142.4 internal_count=3097 2305 792 is_linear=0 shrinkage=0.0002538 Tree=1534 num_leaves=4 num_cat=0 split_feature=160 52 3 split_gain=20.4188 19.6955 0.203109 threshold=-0.25833999999999996 -0.41845999999999994 -0.013929999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012017020337943571 -0.0011299282802310954 8.7807658337076566e-05 -0.0015836887272151975 leaf_weight=10.395853905938564 17.270171720534563 286.62075169105083 4.1847319640219203 leaf_count=235 296 2522 30 internal_value=0 1.82128e-05 -0.00132257 internal_weight=0 303.891 14.5806 internal_count=3083 2818 265 is_linear=0 shrinkage=0.00111081 Tree=1535 num_leaves=4 num_cat=0 split_feature=51 160 1 split_gain=18.3228 19.2262 0.2573 threshold=-0.40148999999999996 -0.40187499999999993 0.12293500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010149973928908012 -0.0010077155634535546 8.2492047071214015e-05 -0.0014020677256961966 leaf_weight=6.3755975440144521 12.826386506669222 303.54951758496463 3.5071895271539688 leaf_count=92 250 2740 21 internal_value=0 3.79524e-05 -0.00116653 internal_weight=0 316.376 9.88279 internal_count=3103 2990 113 is_linear=0 shrinkage=0.000875869 Tree=1536 num_leaves=3 num_cat=0 split_feature=1373 133 split_gain=20.1556 18.581 threshold=0.099250000000000019 0.13493500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011281576191977374 -0.001935201684280495 -0.00094304505414740726 leaf_weight=304.6440244182013 4.5001964271068564 15.643730724230407 leaf_count=2757 23 342 internal_value=0 6.09331e-05 internal_weight=0 320.288 internal_count=3122 3099 is_linear=0 shrinkage=0.000948068 Tree=1537 num_leaves=4 num_cat=0 split_feature=51 1429 3 split_gain=18.61 18.6315 0.335631 threshold=-0.40548499999999993 -1.0000000180025095e-35 -0.015559999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011409030015897598 -0.0011933067400677635 7.3300439388619448e-05 -0.0016066926852786982 leaf_weight=6.1765385288745165 11.623468693345783 303.79773575533181 3.805694352835415 leaf_count=94 146 2845 24 internal_value=0 2.62183e-05 -0.00133434 internal_weight=0 315.421 9.98223 internal_count=3109 2991 118 is_linear=0 shrinkage=0.00098637 Tree=1538 num_leaves=4 num_cat=0 split_feature=2 31 52 split_gain=24.607 27.7724 19.2491 threshold=0.092120000000000021 -1.0000000180025095e-35 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010644622700857823 -0.00083770841859168328 -0.0004691981493248442 0.00033326132328400884 leaf_weight=12.980070307850836 15.57112971972674 137.83609190955758 151.65622781123966 leaf_count=95 222 1755 1006 internal_value=0 -0.000336511 0.000223741 internal_weight=0 150.816 167.227 internal_count=3078 1850 1228 is_linear=0 shrinkage=0.0010061 Tree=1539 num_leaves=4 num_cat=0 split_feature=52 0 47 split_gain=20.381 23.5995 8.65392 threshold=-0.27269499999999997 -0.060944999999999992 0.11646500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013003722881775512 -9.4497479716059167e-05 0.00059941572262443073 0.00065200123356627595 leaf_weight=18.592283199541274 216.44400251191109 83.798795949667692 3.2241823710501185 leaf_count=307 2345 422 38 internal_value=0 9.93273e-05 -0.00100998 internal_weight=0 300.243 21.8165 internal_count=3112 2767 345 is_linear=0 shrinkage=0.00111081 Tree=1540 num_leaves=4 num_cat=0 split_feature=43 123 15 split_gain=17.4122 19.5772 4.97899 threshold=0.25537500000000007 1.0000000180025095e-35 -0.23079499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7857716992073737e-05 0.00037088361900839659 0.00075474670778064284 -0.0014657347813122272 leaf_weight=265.04716313490644 1.9254357628524292 38.621960861608386 11.349482534453271 leaf_count=2676 16 250 173 internal_value=0 4.57329e-05 -0.00119847 internal_weight=0 303.669 13.2749 internal_count=3115 2926 189 is_linear=0 shrinkage=0.00106768 Tree=1541 num_leaves=4 num_cat=0 split_feature=403 1373 15 split_gain=20.2395 21.1265 1.85094 threshold=-0.08403999999999999 0.099250000000000019 -0.14731999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.9141367900942263e-05 0.00012865605689030114 -0.0022333013823983708 -0.0013018749511877756 leaf_weight=1.8602629434317375 289.88883411092684 5.247617468237876 16.732390330173075 leaf_count=20 2555 28 452 internal_value=0 8.58287e-05 -0.00117863 internal_weight=0 295.136 18.5927 internal_count=3055 2583 472 is_linear=0 shrinkage=0.0011788 Tree=1542 num_leaves=4 num_cat=0 split_feature=12 16 47 split_gain=24.0375 23.2208 17.6861 threshold=0.081135000000000013 -0.17157499999999998 0.077735000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010738708469819326 0.00010717744270386293 -0.00014752501037186552 -0.00010211706148372103 leaf_weight=135.78143795393407 35.028816495090723 116.96226895507425 39.082384936511517 leaf_count=689 197 1981 171 internal_value=0 -8.8789e-05 6.05271e-05 internal_weight=0 151.991 174.864 internal_count=3038 2178 860 is_linear=0 shrinkage=0.000274722 Tree=1543 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=30.0318 35.8779 25.6984 threshold=0.088975000000000012 -0.074179999999999982 0.081905000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023470270415291316 0.00014606216090341442 8.8368457763543615e-05 -0.00011598342337530575 leaf_weight=87.025415337644517 150.7264734711498 56.30058017373085 49.40521146915853 leaf_count=1494 907 421 278 internal_value=0 -0.000107826 8.1344e-05 internal_weight=0 143.326 200.132 internal_count=3100 1915 1185 is_linear=0 shrinkage=0.000315569 Tree=1544 num_leaves=4 num_cat=0 split_feature=3 15 12 split_gain=18.6929 19.2032 6.27133 threshold=0.17769000000000004 0.084580000000000016 -0.052409999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.1790960806788611e-05 0.0001820638272609197 -0.00061952029969902583 0.0012346060883847518 leaf_weight=254.25170021411031 8.1862296275794524 43.976780767086893 15.100884227082132 leaf_count=1927 66 993 83 internal_value=0 -3.03441e-05 0.000867243 internal_weight=0 298.228 23.2871 internal_count=3069 2920 149 is_linear=0 shrinkage=0.00096703 Tree=1545 num_leaves=4 num_cat=0 split_feature=14 13 52 split_gain=18.2941 19.4507 0.610979 threshold=0.077685000000000018 -0.10462499999999998 -0.014099999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00056717960221448185 -0.00088693524450634165 -5.6017119616414873e-05 -0.001409431922541741 leaf_weight=49.534650826826692 4.0555161647498608 256.10582898277789 5.8312745522707683 leaf_count=277 41 2710 56 internal_value=0 4.51541e-05 -0.00120744 internal_weight=0 305.64 9.88679 internal_count=3084 2987 97 is_linear=0 shrinkage=0.000911254 Tree=1546 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=26.4088 23.5111 22.8527 threshold=0.085880000000000026 -0.10096999999999999 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003769336140383386 -0.0009848859172548745 -0.00087586410998652018 0.00037935747911832648 leaf_weight=31.516452694311738 20.552474595606327 78.45985051151365 174.00134203955531 leaf_count=202 149 1523 1144 internal_value=0 -0.000516825 0.000234757 internal_weight=0 109.976 194.554 internal_count=3018 1725 1293 is_linear=0 shrinkage=0.00122643 Tree=1547 num_leaves=4 num_cat=0 split_feature=4 376 150 split_gain=24.4943 25.411 22.9366 threshold=0.27150500000000005 0.048375000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0280225925984313e-05 -0.00032476541005096641 0.00020645039905333243 0.00021697681556139797 leaf_weight=249.5589944049716 6.5013540089130393 30.109023075550795 55.283959574997425 leaf_count=2640 26 121 339 internal_value=0 -3.14929e-05 0.000159488 internal_weight=0 279.668 61.7853 internal_count=3126 2761 365 is_linear=0 shrinkage=0.000274722 Tree=1548 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=25.1779 34.4208 26.1253 threshold=-0.10643499999999999 -0.074479999999999977 0.077065000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016898361343486464 -0.00020824982025055113 3.3415535627461104e-05 -0.00017066591985180122 leaf_weight=100.41129085980356 88.588575671426952 126.30066368728876 24.911026459187269 leaf_count=458 1595 925 112 internal_value=0 -6.62681e-05 0.000101377 internal_weight=0 214.889 125.322 internal_count=3090 2520 570 is_linear=0 shrinkage=0.000297367 Tree=1549 num_leaves=4 num_cat=0 split_feature=376 3 4 split_gain=19.1344 19.8296 4.90202 threshold=0.048375000000000008 -0.10096999999999999 -0.00052499999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033944565735598693 0.001044518319916476 -0.00024235301075679764 0.00026929253489792329 leaf_weight=74.100690327584743 17.502912614494566 209.17615323839709 13.633210875093935 leaf_count=425 76 2502 85 internal_value=0 -9.00898e-05 0.00070726 internal_weight=0 283.277 31.1361 internal_count=3088 2927 161 is_linear=0 shrinkage=0.00096703 Tree=1550 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=17.694 19.054 threshold=-0.52342999999999995 0.28122000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017226807669666916 -7.4639833073055514e-05 0.0005909679535852215 leaf_weight=5.3914733361452809 264.63050934765488 47.311400832608342 leaf_count=50 2748 324 internal_value=0 2.6487e-05 internal_weight=0 311.942 internal_count=3122 3072 is_linear=0 shrinkage=0.00096703 Tree=1551 num_leaves=4 num_cat=0 split_feature=123 3 2 split_gain=19.2957 27.0366 6.359 threshold=1.0000000180025095e-35 -0.097724999999999992 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003271712543500051 0.00011062054003536725 -0.0002977353240235738 0.000809991224907728 leaf_weight=77.598632040433586 17.505069641396403 191.19620240479708 25.513266136869788 leaf_count=453 122 2367 144 internal_value=0 -0.000117269 0.000526428 internal_weight=0 268.795 43.0183 internal_count=3086 2820 266 is_linear=0 shrinkage=0.000893386 Tree=1552 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=23.2614 26.4001 19.853 threshold=1.0000000180025095e-35 -0.100615 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015384712581702521 -0.00029309494057154099 -8.3401695246979816e-05 0.00025613348189505318 leaf_weight=52.195636810734868 6.9320180192589751 246.48628745414317 43.628565158694983 leaf_count=294 37 2544 233 internal_value=0 -4.18996e-05 0.000180351 internal_weight=0 298.682 50.5606 internal_count=3108 2838 270 is_linear=0 shrinkage=0.000303315 Tree=1553 num_leaves=4 num_cat=0 split_feature=13 39 47 split_gain=24.0023 25.1808 4.02242 threshold=-0.24426999999999996 0.0047850000000000011 0.082465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032258587761720782 -7.0662230109341516e-05 0.00014557141246213009 6.1978782354607322e-05 leaf_weight=22.160656254738573 248.04545910842717 61.796858966350555 7.2952383160591117 leaf_count=124 2606 339 33 internal_value=0 -2.74983e-05 0.000258521 internal_weight=0 309.842 29.4559 internal_count=3102 2945 157 is_linear=0 shrinkage=0.000303315 Tree=1554 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=20.791 26.6909 24.9121 threshold=1.0000000180025095e-35 0.10812000000000001 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016404035472876089 -0.00022108007769742306 0.00034646781438218147 8.3611415123356462e-05 leaf_weight=88.399033665657043 26.552500523626804 9.983082961291073 215.66882917843759 leaf_count=1551 174 27 1327 internal_value=0 -0.000111903 5.01242e-05 internal_weight=0 98.3821 242.221 internal_count=3079 1578 1501 is_linear=0 shrinkage=0.000297367 Tree=1555 num_leaves=3 num_cat=0 split_feature=1365 484 split_gain=19.9434 19.4435 threshold=1.0000000180025095e-35 -0.0048899999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00068941491780869413 -0.0015197641719206019 0.0001646670544739578 leaf_weight=28.451529254205525 7.5995490793138734 281.6412966940552 leaf_count=468 65 2537 internal_value=0 8.60831e-05 internal_weight=0 310.093 internal_count=3070 3005 is_linear=0 shrinkage=0.00098637 Tree=1556 num_leaves=4 num_cat=0 split_feature=160 52 133 split_gain=19.2967 21.1719 0.205836 threshold=-0.25833999999999996 -0.42985499999999993 0.089180000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035618510483126592 -0.00029541684647917371 3.6522447902176469e-05 -0.00023561767191042734 leaf_weight=10.971224700100718 17.128145140595734 309.93641763646156 2.4308046679943791 leaf_count=187 285 2576 63 internal_value=0 1.90439e-05 -0.00033645 internal_weight=0 327.065 13.402 internal_count=3111 2861 250 is_linear=0 shrinkage=0.000291537 Tree=1557 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=18.4726 37.9215 37.2743 threshold=-0.11471499999999998 -0.074654999999999985 0.077065000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00055064042035196366 -0.00053434872886108707 0.00018081807972686743 -0.00067541070658822303 leaf_weight=86.892441181465983 91.083124171942472 123.89758381899446 21.920972213149071 leaf_count=399 1639 945 107 internal_value=0 -0.000122305 0.000303206 internal_weight=0 214.981 108.813 internal_count=3090 2584 506 is_linear=0 shrinkage=0.000841858 Tree=1558 num_leaves=4 num_cat=0 split_feature=160 484 3 split_gain=18.6434 18.0008 0.179768 threshold=-0.40187499999999993 -0.0048899999999999994 -0.013929999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011553940801528569 -0.00078762444485125057 0.00012180598908635736 -0.0015450450903700581 leaf_weight=9.4964474970474821 27.135406660847366 277.31400703638792 3.3161343075335017 leaf_count=218 480 2411 24 internal_value=0 4.04892e-05 -0.00126875 internal_weight=0 304.449 12.8126 internal_count=3133 2891 242 is_linear=0 shrinkage=0.00106768 Tree=1559 num_leaves=4 num_cat=0 split_feature=1 457 13 split_gain=17.6566 19.4379 6.53922 threshold=0.12856000000000004 0.069705000000000003 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025072704696632987 0.0010486223250118459 0.00043714865241673256 0.00023693371467395854 leaf_weight=224.3615119503811 15.510384067893026 46.241638649255037 23.088015206158161 leaf_count=2573 144 243 120 internal_value=0 -0.000133048 0.000565192 internal_weight=0 270.603 38.5984 internal_count=3080 2816 264 is_linear=0 shrinkage=0.00096703 Tree=1560 num_leaves=4 num_cat=0 split_feature=4 38 48 split_gain=16.6918 22.7958 17.6145 threshold=0.28122000000000008 0.085905000000000023 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010157703647474643 0.00096369182849571423 -0.0022368408319165035 -0.0013724034704190326 leaf_weight=256.86978118726984 43.555972261354327 9.012922849506138 6.4399282038211814 leaf_count=2743 294 50 28 internal_value=0 -0.00017487 0.000660387 internal_weight=0 265.883 49.9959 internal_count=3115 2793 322 is_linear=0 shrinkage=0.00132752 Tree=1561 num_leaves=4 num_cat=0 split_feature=0 0 52 split_gain=18.9243 32.7635 23.5055 threshold=-0.074249999999999997 -0.098429999999999976 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011712843440221217 -0.0013464489614126243 -0.00094671311351673384 0.00052315817565801604 leaf_weight=121.23317345697433 11.016425216570495 67.817700832616538 111.41028020298108 leaf_count=645 168 1507 753 internal_value=0 -0.000264835 0.000353847 internal_weight=0 189.051 122.427 internal_count=3073 2152 921 is_linear=0 shrinkage=0.00122643 Tree=1562 num_leaves=4 num_cat=0 split_feature=130 472 123 split_gain=16.3819 16.5165 7.77545 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.091600000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012064767867826813 -0.0010736517299339461 0.00012257863005441538 0.00093017602028397795 leaf_weight=9.2817342253401858 17.140595153439794 288.6106188246049 2.0287282690405837 leaf_count=144 364 2563 8 internal_value=0 8.07302e-05 -0.000857412 internal_weight=0 297.892 19.1693 internal_count=3079 2707 372 is_linear=0 shrinkage=0.00098637 Tree=1563 num_leaves=4 num_cat=0 split_feature=12 47 3 split_gain=22.3167 20.7482 19.1077 threshold=0.083325000000000024 0.077735000000000012 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011856614454462099 -0.00011096999293826399 -0.00011375973034203638 0.00031451749400428116 leaf_weight=148.62765673734248 138.15958321839571 41.771927647292614 9.4859144464135152 leaf_count=745 2130 189 29 internal_value=0 6.75591e-05 -8.34157e-05 internal_weight=0 190.4 147.645 internal_count=3093 934 2159 is_linear=0 shrinkage=0.000291537 Tree=1564 num_leaves=4 num_cat=0 split_feature=1456 128 3 split_gain=18.3879 19.3266 2.81868 threshold=-1.0000000180025095e-35 0.081680000000000016 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034916660277539198 6.2443539277128119e-05 -0.0010394693477556846 -0.00108692883497172 leaf_weight=1.2239809576422001 273.68344743642956 14.366374403703956 15.856493711471556 leaf_count=6 2571 212 294 internal_value=0 7.10352e-06 -0.000982415 internal_weight=0 288.05 17.0805 internal_count=3083 2783 300 is_linear=0 shrinkage=0.000929479 Tree=1565 num_leaves=4 num_cat=0 split_feature=15 52 40 split_gain=24.3161 23.6667 16.0857 threshold=0.082805000000000004 -0.42985499999999993 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032969151726371592 0.00028812214404802739 5.0484905928607121e-05 -0.00024419268562227787 leaf_weight=15.17458160407841 5.5165183544158927 274.40701087843627 47.532568962313235 leaf_count=260 19 1729 1060 internal_value=0 3.04433e-05 -0.000188348 internal_weight=0 289.582 53.0491 internal_count=3068 1989 1079 is_linear=0 shrinkage=0.000297367 Tree=1566 num_leaves=4 num_cat=0 split_feature=376 147 42 split_gain=16.9848 20.5032 4.56097 threshold=0.048375000000000008 1.0000000180025095e-35 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025674690256746675 -0.00016783773129634005 0.00073811928048603303 0.0010206529936911384 leaf_weight=244.71254770690575 5.6857837587595013 34.013418028131127 25.251663099974394 leaf_count=2734 21 170 145 internal_value=0 -0.000135094 0.000802411 internal_weight=0 278.726 30.9374 internal_count=3070 2904 166 is_linear=0 shrinkage=0.00120238 Tree=1567 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=20.1947 19.1741 1.0521 threshold=-0.41845999999999994 0.10100500000000003 0.12198500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031070857831057606 -3.808495977025599e-05 0.00010289344938201139 -9.5915494874375601e-05 leaf_weight=15.752744386903943 185.54186990950257 127.86017588153481 2.159934200346469 leaf_count=271 2064 673 28 internal_value=0 1.94469e-05 -0.000285565 internal_weight=0 313.402 17.9127 internal_count=3036 2737 299 is_linear=0 shrinkage=0.000280216 Tree=1568 num_leaves=3 num_cat=0 split_feature=1456 133 split_gain=22.1867 17.397 threshold=-1.0000000180025095e-35 0.13493500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.001243060934490461 0.00016174034650508521 -0.0010595310381205016 leaf_weight=15.166501052211968 284.42996751284227 14.429298615083097 leaf_count=296 2472 322 internal_value=0 0.000102401 internal_weight=0 298.859 internal_count=3090 2794 is_linear=0 shrinkage=0.00108903 Tree=1569 num_leaves=4 num_cat=0 split_feature=128 1365 4 split_gain=16.446 15.4361 4.55172 threshold=0.081680000000000016 0.08617000000000001 0.27834500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9373833179752471e-05 -0.0014000206510470976 -0.001768634047082291 0.00023285858377576683 leaf_weight=297.8890537545085 11.363531973678617 5.0176641289144746 2.3082934543490401 leaf_count=2831 208 38 14 internal_value=0 6.77881e-05 -0.00112468 internal_weight=0 302.907 13.6718 internal_count=3091 2869 222 is_linear=0 shrinkage=0.00106768 Tree=1570 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=21.8433 21.2407 14.731 threshold=1.0000000180025095e-35 -0.10462499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013067477002838833 -0.0002412375120483854 -8.6905529322350635e-05 0.00024167694564601925 leaf_weight=47.748745145276189 6.4283288195729247 232.0626884913072 38.83815598115325 leaf_count=276 35 2535 229 internal_value=0 -4.97389e-05 0.000172672 internal_weight=0 279.811 45.2665 internal_count=3075 2811 264 is_linear=0 shrinkage=0.000297367 Tree=1571 num_leaves=3 num_cat=0 split_feature=151 52 split_gain=17.8093 17.0058 threshold=-0.52342999999999995 -0.24600999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017918021412377948 -0.00076864728147220721 9.3993313545300894e-05 leaf_weight=5.4490107875317326 25.043677405454218 287.48809792799875 leaf_count=49 359 2687 internal_value=0 2.4618e-05 internal_weight=0 312.532 internal_count=3095 3046 is_linear=0 shrinkage=0.0010061 Tree=1572 num_leaves=4 num_cat=0 split_feature=160 15 3 split_gain=18.323 17.3499 0.150713 threshold=-0.40187499999999993 -0.24269999999999997 -0.013929999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001032598118154896 0.00074353619310080698 -2.7464750271609756e-05 -0.001360422000924205 leaf_weight=8.7854734188877028 30.300265911966562 266.1317187063396 3.6714787650853387 leaf_count=219 248 2547 27 internal_value=0 5.15953e-05 -0.00114048 internal_weight=0 296.432 12.457 internal_count=3041 2795 246 is_linear=0 shrinkage=0.00096703 Tree=1573 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=20.7321 28.7494 25.1476 threshold=0.0047850000000000011 -0.10939499999999998 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015463413172888893 -0.00017327271179448975 -8.6119374899583782e-05 0.00021676219528161706 leaf_weight=44.869909749366343 16.30462783202529 223.13165391609073 52.05857951939106 leaf_count=252 76 2490 298 internal_value=0 -4.57637e-05 0.000123608 internal_weight=0 268.002 68.3632 internal_count=3116 2742 374 is_linear=0 shrinkage=0.000274722 Tree=1574 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=17.8249 24.5757 19.7794 threshold=0.077920000000000003 -0.059114999999999994 0.26760500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0009286066030713819 0.00024367133970651831 0.00034009786167681831 -0.00083522238605233294 leaf_weight=59.333539488259703 192.52312927693129 30.967922460287809 25.616141071543097 leaf_count=1448 1263 163 225 internal_value=0 -0.000493636 0.000116613 internal_weight=0 90.3015 218.139 internal_count=3099 1611 1488 is_linear=0 shrinkage=0.00115569 Tree=1575 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=21.0837 29.7534 14.2752 threshold=-0.10462499999999998 0.0047850000000000011 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022912527761801709 -6.2837237249439517e-05 0.00014191733585120351 -5.0060001051068451e-05 leaf_weight=43.207894882187247 219.66167055349797 60.586229413747787 17.077259864658117 leaf_count=236 2478 331 101 internal_value=0 -1.85328e-05 0.000150093 internal_weight=0 280.248 60.2852 internal_count=3146 2809 337 is_linear=0 shrinkage=0.000258876 Tree=1576 num_leaves=4 num_cat=0 split_feature=52 1 12 split_gain=19.2802 20.0661 1.01586 threshold=-0.41845999999999994 0.093350000000000016 -0.063329999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.9346813698603311e-05 -7.2430088395912276e-05 9.4028512404088535e-05 -0.00036115635830407809 leaf_weight=1.5816717930138136 159.72188177704811 152.47088157385588 16.662501594983041 leaf_count=9 1953 855 284 internal_value=0 8.87069e-06 -0.000337358 internal_weight=0 312.193 18.2442 internal_count=3101 2808 293 is_linear=0 shrinkage=0.000328318 Tree=1577 num_leaves=4 num_cat=0 split_feature=1 0 155 split_gain=24.7311 30.5207 18.0452 threshold=0.09450500000000002 -0.074179999999999982 0.090655000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017349758374934703 9.139429211312278e-05 8.6047656310276631e-05 -0.00034197756717087757 leaf_weight=110.79360307846218 155.44743422046304 55.469377743080258 8.1575536616146547 leaf_count=1692 840 430 97 internal_value=0 -8.69073e-05 6.95667e-05 internal_weight=0 166.263 163.605 internal_count=3059 2122 937 is_linear=0 shrinkage=0.00028582 Tree=1578 num_leaves=4 num_cat=0 split_feature=52 147 52 split_gain=16.9183 20.8418 20.7542 threshold=-0.048794999999999991 0.088565000000000019 -0.42985499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00076813813651658799 -0.00027889944215015317 0.00078879992391637816 0.00042504200388449444 leaf_weight=14.851944337598978 171.50259526167065 18.064913183450699 105.64726561680436 leaf_count=271 2075 80 655 internal_value=0 -0.000176747 0.000277402 internal_weight=0 189.568 120.499 internal_count=3081 2155 926 is_linear=0 shrinkage=0.000948068 Tree=1579 num_leaves=4 num_cat=0 split_feature=160 130 52 split_gain=17.8194 17.4933 0.176611 threshold=-0.40187499999999993 1.0000000180025095e-35 0.29587000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00087221490463672648 0.00012634625603171357 -0.00085818441649872007 -0.0012592502926579076 leaf_weight=2.7999466294422737 284.61580633185804 19.409110102336854 9.2601220132783038 leaf_count=71 2503 373 170 internal_value=0 6.32005e-05 -0.00117824 internal_weight=0 304.025 12.0601 internal_count=3117 2876 241 is_linear=0 shrinkage=0.0010061 Tree=1580 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=19.1425 19.7617 threshold=0.10386000000000002 -0.24426999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010390016998843318 -0.0021115223041102641 -2.3177484868455169e-05 leaf_weight=24.301949687302113 5.1852585300803176 284.6794016212225 leaf_count=143 38 2886 internal_value=0 6.0711e-05 internal_weight=0 308.981 internal_count=3067 3029 is_linear=0 shrinkage=0.00113303 Tree=1581 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=23.8505 29.4662 27.3899 threshold=1.0000000180025095e-35 0.10812000000000001 0.077735000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018218655990087629 0.0001043066608368184 0.00036093981770844079 -0.00013357691207804834 leaf_weight=86.423936415463686 182.35857357550412 9.7327447980642301 55.812180848792195 leaf_count=1591 1185 24 345 internal_value=0 -0.000126857 4.85252e-05 internal_weight=0 96.1567 238.171 internal_count=3145 1615 1530 is_linear=0 shrinkage=0.000297367 Tree=1582 num_leaves=4 num_cat=0 split_feature=484 147 14 split_gain=18.193 17.1563 16.1832 threshold=-0.0048899999999999994 0.10058000000000002 0.077685000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011726387387025134 0.00011425481967753767 0.0020393711046854408 -0.0013763632619091706 leaf_weight=23.906793782021854 279.83418463775888 2.1420584321022025 9.1733396146446449 leaf_count=467 2555 3 82 internal_value=0 -0.00090091 6.64267e-05 internal_weight=0 26.0489 289.008 internal_count=3107 470 2637 is_linear=0 shrinkage=0.00111081 Tree=1583 num_leaves=4 num_cat=0 split_feature=160 4 42 split_gain=18.7852 19.2115 18.841 threshold=-0.091964999999999977 0.51162500000000011 -0.0043149999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010354252567343005 -0.00050180869665432046 0.0010202460714176852 0.00015153830184719814 leaf_weight=28.667594157159328 50.416760256513953 4.8959041982889167 225.29886573087424 leaf_count=428 761 48 1875 internal_value=0 -0.000733169 3.19135e-05 internal_weight=0 33.5635 275.716 internal_count=3112 476 2636 is_linear=0 shrinkage=0.00096703 Tree=1584 num_leaves=4 num_cat=0 split_feature=1213 403 13 split_gain=19.1961 17.6145 4.53485 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.10939499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040300376888578672 -0.0011822407798681616 0.00014166528841931913 -0.0013201549996949638 leaf_weight=2.3581942748278406 14.605428722221403 273.17199208121747 17.676031374838203 leaf_count=16 356 2264 435 internal_value=0 7.404e-05 -0.00111621 internal_weight=0 287.777 20.0342 internal_count=3071 2620 451 is_linear=0 shrinkage=0.0011788 Tree=1585 num_leaves=4 num_cat=0 split_feature=4 52 0 split_gain=17.3464 16.0663 0.654918 threshold=0.50590000000000013 -0.048794999999999991 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028889394476068036 0.0005571717493911524 -0.00029130710952933567 0.0011627832372869914 leaf_weight=107.928949566558 3.2867009006440666 171.63754433486611 16.688687713816762 leaf_count=866 27 2028 153 internal_value=0 -6.72897e-05 0.0010668 internal_weight=0 279.566 19.9754 internal_count=3074 2894 180 is_linear=0 shrinkage=0.0011788 Tree=1586 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=17.9185 23.1534 18.095 threshold=0.10100500000000003 0.11456500000000001 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.4588629606665412e-05 0.00016901734586527645 0.00037412384086248714 -8.9471811499457676e-05 leaf_weight=180.41289955424145 99.381242122501135 12.05882916972041 38.997158613055944 leaf_count=2221 590 35 202 internal_value=0 -5.56484e-05 9.61577e-05 internal_weight=0 192.472 138.378 internal_count=3048 2256 792 is_linear=0 shrinkage=0.00032188 Tree=1587 num_leaves=4 num_cat=0 split_feature=42 39 51 split_gain=17.227 22.2654 18.567 threshold=-1.0000000180025095e-35 0.0047850000000000011 -0.036099999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.7736287964245399e-05 -1.8232060116454899e-05 0.00019156868618914766 -0.00026016054516608144 leaf_weight=17.63232621178031 216.08766289055347 53.555828951299191 40.405430864542723 leaf_count=121 1927 302 715 internal_value=0 2.35002e-05 -0.00015145 internal_weight=0 269.643 58.0378 internal_count=3065 2229 836 is_linear=0 shrinkage=0.000291537 Tree=1588 num_leaves=4 num_cat=0 split_feature=14 0 3 split_gain=18.852 16.1435 0.637998 threshold=0.077685000000000018 -0.11471499999999998 -0.14443999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035127258265134559 -0.00098502775863458709 -9.000797067501749e-05 -0.0015200693797457181 leaf_weight=97.301703378558159 5.5877205841243267 206.19063653890043 3.8992124479264003 leaf_count=431 62 2573 35 internal_value=0 5.15469e-05 -0.0012201 internal_weight=0 303.492 9.48693 internal_count=3101 3004 97 is_linear=0 shrinkage=0.000893386 Tree=1589 num_leaves=4 num_cat=0 split_feature=4 160 0 split_gain=17.0234 19.0954 0.667144 threshold=0.50673000000000001 -0.096069999999999989 -0.11815999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010161540333751516 0.00064720890373359396 1.0075501246383426e-05 0.0012271059067016123 leaf_weight=26.564759035594761 3.8483024500310448 262.63740289537236 13.172189114615319 leaf_count=378 34 2503 127 internal_value=0 -8.45459e-05 0.00110108 internal_weight=0 289.202 17.0205 internal_count=3042 2881 161 is_linear=0 shrinkage=0.00115569 Tree=1590 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=27.4564 33.18 19.5415 threshold=0.094655000000000017 -0.060024999999999995 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018953768576479975 6.6842272355988693e-06 0.00012291890668762756 0.00024798886164319162 leaf_weight=124.54331115959212 115.83386806584895 46.369291882961988 46.865192536264658 leaf_count=1945 659 222 271 internal_value=0 -0.000104742 7.63144e-05 internal_weight=0 170.913 162.699 internal_count=3097 2167 930 is_linear=0 shrinkage=0.000315569 Tree=1591 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=19.8686 19.5509 8.22703 threshold=-1.0000000180025095e-35 0.084050000000000014 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010817564611762486 0.00022689463495435849 -0.0005832497108087287 0.00073604093766721219 leaf_weight=25.210714886896316 245.52838650997728 43.113805449102074 3.416859157383441 leaf_count=472 1690 938 17 internal_value=0 0.000105706 -0.00086277 internal_weight=0 288.642 28.6276 internal_count=3117 2628 489 is_linear=0 shrinkage=0.00111081 Tree=1592 num_leaves=4 num_cat=0 split_feature=484 1212 150 split_gain=21.0478 17.8691 11.0084 threshold=-0.0048899999999999994 -1.0000000180025095e-35 0.10117000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00094375960145629326 -0.0010096646756536049 0.00014030834930453046 0.00070796556219399694 leaf_weight=22.740034199785445 10.663024739362298 273.43337930133566 3.4969865009188643 leaf_count=466 228 2356 15 internal_value=0 9.67655e-05 -0.000721537 internal_weight=0 284.096 26.237 internal_count=3065 2584 481 is_linear=0 shrinkage=0.000875869 Tree=1593 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=18.6133 24.7687 21.3847 threshold=0.0047850000000000011 -0.10462499999999998 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001590426134741412 -0.00014191088369753602 -6.3769415632857726e-05 0.00023065890008632455 leaf_weight=47.89597690384835 15.752345912158487 212.8500216039829 51.119632590562105 leaf_count=272 71 2465 293 internal_value=0 -2.27908e-05 0.000142806 internal_weight=0 260.746 66.872 internal_count=3101 2737 364 is_linear=0 shrinkage=0.000280216 Tree=1594 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=23.5416 23.0943 17.6188 threshold=1.0000000180025095e-35 -0.24426999999999996 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021302872300367958 -0.00022101223071993321 -5.5728589780159259e-05 0.00023991319209747298 leaf_weight=23.265230689197779 6.445313185453414 257.03714853990823 37.022278074175119 leaf_count=134 35 2693 224 internal_value=0 -3.33455e-05 0.000171176 internal_weight=0 280.302 43.4676 internal_count=3086 2827 259 is_linear=0 shrinkage=0.000258876 Tree=1595 num_leaves=4 num_cat=0 split_feature=1 15 13 split_gain=19.0886 18.744 7.31259 threshold=0.12700000000000003 0.084580000000000016 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1154821819757583e-07 0.00029463879764106047 -0.00019781272793479375 7.1478255252497804e-05 leaf_weight=244.53909829352051 17.904068123549223 40.196587953716516 26.303390551358461 leaf_count=1843 149 983 125 internal_value=0 -2.76388e-05 0.000162375 internal_weight=0 284.736 44.2075 internal_count=3100 2826 274 is_linear=0 shrinkage=0.000269335 Tree=1596 num_leaves=4 num_cat=0 split_feature=128 484 52 split_gain=15.9897 14.9542 6.10978 threshold=0.085185000000000025 -0.0048899999999999994 -0.14956499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061237390384769194 0.00014665614846345743 0.00011726031613759593 -0.001268147828820027 leaf_weight=26.552825841121376 3.4081869982182971 269.91888537956402 11.224174932111053 leaf_count=461 36 2400 199 internal_value=0 5.17057e-05 -0.000939999 internal_weight=0 296.472 14.6324 internal_count=3096 2861 235 is_linear=0 shrinkage=0.000929479 Tree=1597 num_leaves=4 num_cat=0 split_feature=39 3 1 split_gain=16.7918 22.5104 16.6921 threshold=0.0047850000000000011 0.17769000000000004 0.077800000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024098899817536997 -0.00052883193794556497 0.00093535247701192722 0.00071741407246012014 leaf_weight=227.72411170369014 14.027180863544343 17.63944998010993 47.321012934669852 leaf_count=2624 66 119 287 internal_value=0 -0.000156032 0.000432017 internal_weight=0 245.364 61.3482 internal_count=3096 2743 353 is_linear=0 shrinkage=0.0010061 Tree=1598 num_leaves=3 num_cat=0 split_feature=1373 133 split_gain=17.8577 17.1403 threshold=0.099250000000000019 -0.39935999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012162625265441703 -0.0018615097731729418 8.5461215897683615e-05 leaf_weight=8.8937443215399963 4.1837391480803481 295.10041625890881 leaf_count=166 24 2910 internal_value=0 4.69438e-05 internal_weight=0 303.994 internal_count=3100 3076 is_linear=0 shrinkage=0.000929479 Tree=1599 num_leaves=4 num_cat=0 split_feature=1 16 16 split_gain=20.7549 35.0748 24.7154 threshold=1.0000000180025095e-35 0.018230000000000003 0.26760500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020704458498636854 6.8596058092110595e-05 0.00011993765344647645 -0.00018323737142988082 leaf_weight=65.298179103527218 207.72456593997777 31.127857195213437 28.442806348204613 leaf_count=1253 1281 311 229 internal_value=0 -0.000101473 3.81941e-05 internal_weight=0 96.426 236.167 internal_count=3074 1564 1510 is_linear=0 shrinkage=0.0002538 Tree=1600 num_leaves=4 num_cat=0 split_feature=3 47 13 split_gain=22.231 21.8478 3.94237 threshold=0.17769000000000004 0.11896000000000002 -0.52397499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0073719706273656e-05 5.7961864467511087e-05 -0.00036479871866502381 0.00033958707100553367 leaf_weight=289.93213537801057 6.1421128921210792 16.793858957476914 18.407354425638914 leaf_count=2826 38 108 115 internal_value=0 -2.96217e-05 0.000269709 internal_weight=0 306.726 24.5495 internal_count=3087 2934 153 is_linear=0 shrinkage=0.000303315 Tree=1601 num_leaves=4 num_cat=0 split_feature=155 1 52 split_gain=17.9605 18.1911 0.75207 threshold=0.083985000000000018 0.093535000000000021 -0.22660999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023900065022022508 -0.0011358460433658604 0.00037240781461720458 -0.0017950269757140843 leaf_weight=152.22493881685659 10.127037940546868 140.78009650856256 4.262248655781149 leaf_count=2033 158 839 54 internal_value=0 5.47927e-05 -0.00134345 internal_weight=0 293.005 14.3893 internal_count=3084 2872 212 is_linear=0 shrinkage=0.00122643 Tree=1602 num_leaves=4 num_cat=0 split_feature=160 15 133 split_gain=17.9845 15.8253 0.187414 threshold=-0.40187499999999993 0.084580000000000016 0.059605000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012419795896914598 0.00015692120964587843 -0.00052199151723445955 -0.00084830826452342702 leaf_weight=9.7256713965907675 256.75829376606271 40.081374497152865 2.7135377349331966 leaf_count=159 1937 890 97 internal_value=0 6.50874e-05 -0.00116444 internal_weight=0 296.84 12.4392 internal_count=3083 2827 256 is_linear=0 shrinkage=0.0010061 Tree=1603 num_leaves=4 num_cat=0 split_feature=2 150 16 split_gain=17.8674 18.5809 17.785 threshold=0.092120000000000021 0.082085000000000019 -0.15336499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052963119140898905 5.1450277155878946e-05 0.00098279482998466644 -0.00047961278189791179 leaf_weight=28.796625099144876 121.00778832752258 37.363675460219383 120.78011227119714 leaf_count=189 1048 180 1691 internal_value=0 0.000271716 -0.000285062 internal_weight=0 158.371 149.577 internal_count=3108 1228 1880 is_linear=0 shrinkage=0.00115569 Tree=1604 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=15.2921 23.7488 15.6789 threshold=0.088975000000000012 -0.074179999999999982 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00080351275956535336 -1.5427600507402698e-05 0.00028682226886500751 0.00083904752943759608 leaf_weight=76.986819126177579 130.26864045858383 52.50423405924812 45.173543678596616 leaf_count=1486 875 430 282 internal_value=0 -0.000361553 0.000204981 internal_weight=0 129.491 175.442 internal_count=3073 1916 1157 is_linear=0 shrinkage=0.00125096 Tree=1605 num_leaves=4 num_cat=0 split_feature=13 3 12 split_gain=17.1648 20.2142 7.88255 threshold=-0.17030499999999998 -0.10075499999999998 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001926436673359249 0.00035836439591970025 -0.00026805798187433437 0.0010379817556193849 leaf_weight=7.2829537410289076 74.005160929635167 202.32154127722606 21.668608162552118 leaf_count=60 436 2481 111 internal_value=0 -0.000100214 0.00072886 internal_weight=0 276.327 28.9516 internal_count=3088 2917 171 is_linear=0 shrinkage=0.00102622 Tree=1606 num_leaves=4 num_cat=0 split_feature=4 376 47 split_gain=21.3228 17.1823 16.158 threshold=0.27150500000000005 0.048375000000000008 0.11414000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7979185159910076e-05 0.00020479569963772156 0.00017905575118048445 -0.00028305685465587353 leaf_weight=240.13487958908081 52.00064805150032 26.470192443579435 6.390325926244258 leaf_count=2600 334 114 28 internal_value=0 -4.33872e-05 0.000150965 internal_weight=0 266.605 58.391 internal_count=3076 2714 362 is_linear=0 shrinkage=0.000291537 Tree=1607 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=26.4414 21.552 20.47 threshold=0.10100500000000003 0.086785000000000015 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011788203543624471 0.00017149934952207408 -8.9717875878772161e-05 -0.00011833767011353297 leaf_weight=39.023348968476057 95.912606028839946 37.181671869009733 153.50784394005314 leaf_count=188 582 207 2116 internal_value=0 9.85107e-05 -7.04186e-05 internal_weight=0 133.094 192.531 internal_count=3093 789 2304 is_linear=0 shrinkage=0.000291537 Tree=1608 num_leaves=4 num_cat=0 split_feature=52 1 1447 split_gain=17.5067 16.2873 7.63758 threshold=0.17160000000000003 0.094405000000000003 -0.085354999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016982179358967023 0.00092305100293065673 0.00037845088023328455 -0.0010991817671774104 leaf_weight=143.74230492068455 2.5948594473302391 134.57551531493664 22.645758801139891 leaf_count=1829 26 844 356 internal_value=0 9.53311e-05 -0.000888128 internal_weight=0 278.318 25.2406 internal_count=3055 2673 382 is_linear=0 shrinkage=0.00113303 Tree=1609 num_leaves=4 num_cat=0 split_feature=403 133 0 split_gain=21.1551 19.0254 7.69848 threshold=-1.0000000180025095e-35 -0.39935999999999994 -0.13112499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023890458199403574 -0.001346465969320704 0.00014460957416758172 -0.00095063288281592038 leaf_weight=6.4934476241469374 8.4822501474991423 266.75576872983947 27.618509534746408 leaf_count=36 156 2241 721 internal_value=0 9.8129e-05 -0.000724155 internal_weight=0 275.238 34.112 internal_count=3154 2397 757 is_linear=0 shrinkage=0.00098637 Tree=1610 num_leaves=4 num_cat=0 split_feature=1213 52 475 split_gain=15.3788 16.8111 14.6935 threshold=-1.0000000180025095e-35 -0.42985499999999993 -0.084374999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0022801432534970013 -0.001162975615487492 0.00014745150912211509 -0.0012916855327088732 leaf_weight=1.6504257395863557 14.221649321261792 267.14693827321753 18.357911911793053 leaf_count=6 271 2339 478 internal_value=0 8.07803e-05 -0.000986007 internal_weight=0 281.369 20.0083 internal_count=3094 2610 484 is_linear=0 shrinkage=0.0011788 Tree=1611 num_leaves=4 num_cat=0 split_feature=1456 15 12 split_gain=16.78 17.8487 6.02333 threshold=1.0000000180025095e-35 -0.24269999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022653469823231151 0.00021136491481291649 -1.5033208735001182e-05 -0.00039945652450056062 leaf_weight=29.928331358358264 1.5483160167932499 271.32042530411854 11.966749795712529 leaf_count=234 9 2567 254 internal_value=0 9.04123e-06 -0.000328318 internal_weight=0 301.249 13.5151 internal_count=3064 2801 263 is_linear=0 shrinkage=0.000297367 Tree=1612 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=23.1866 29.4539 21.1962 threshold=0.094695000000000015 -0.097724999999999992 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011411497074017864 0.00013886325786793569 -0.00016838049267911537 -0.00010876134294272323 leaf_weight=46.822212267667055 115.40410289727151 122.8260813318193 43.789154902100563 leaf_count=273 684 1898 230 internal_value=0 -9.03891e-05 7.07208e-05 internal_weight=0 169.648 159.193 internal_count=3085 2171 914 is_linear=0 shrinkage=0.000303315 Tree=1613 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=20.8202 28.103 18.4423 threshold=0.10423500000000001 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014355789766897292 0.00016149747306692838 -0.0001199233591529531 -8.6242667581977727e-05 leaf_weight=43.363989824429154 84.66185399517417 164.97668921900913 36.466816307976842 leaf_count=217 500 2170 185 internal_value=0 -6.50348e-05 8.69024e-05 internal_weight=0 208.341 121.129 internal_count=3072 2387 685 is_linear=0 shrinkage=0.000291537 Tree=1614 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=17.074 20.042 18.3393 threshold=0.076845000000000011 -0.074179999999999982 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00082210883805301685 -0.00074857154075978034 0.00021882212164133719 0.00025306963281937337 leaf_weight=50.58100356394425 22.23568557202816 33.700963455718011 193.07452500797808 leaf_count=1255 165 332 1318 internal_value=0 -0.000406144 0.000149292 internal_weight=0 84.282 215.31 internal_count=3070 1587 1483 is_linear=0 shrinkage=0.00104674 Tree=1615 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=20.7455 26.2709 19.9902 threshold=0.085880000000000026 -0.38672999999999996 -0.10092 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.9501588868095721e-05 -0.00027294756200628515 7.908666073744644e-05 -0.00017082182783857174 leaf_weight=34.598543595522642 17.290217351168394 198.65595587901771 78.649334090296179 leaf_count=163 134 1236 1559 internal_value=0 5.07734e-05 -9.43421e-05 internal_weight=0 215.946 113.248 internal_count=3092 1370 1722 is_linear=0 shrinkage=0.000274722 Tree=1616 num_leaves=4 num_cat=0 split_feature=376 2 457 split_gain=20.7714 17.8444 2.6739 threshold=1.0000000180025095e-35 0.14808000000000002 0.079930000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6788105901591859e-05 0.00025023395349100868 0.0002277342689806621 6.5929431302191659e-05 leaf_weight=278.24242663569748 26.076455373317003 20.565399404615164 7.8119531273841849 leaf_count=2801 125 122 45 internal_value=0 -1.85039e-05 0.000208105 internal_weight=0 298.808 33.8884 internal_count=3093 2923 170 is_linear=0 shrinkage=0.000274722 Tree=1617 num_leaves=4 num_cat=0 split_feature=124 3 1 split_gain=22.2502 19.9928 9.38298 threshold=-1.0000000180025095e-35 0.17769000000000004 0.08486500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.3432389155989455e-05 -4.4484709181355225e-05 0.00020675605493712299 0.00020659266414070545 leaf_weight=9.1485617626458389 260.74880118155852 19.358162876218557 36.629573930054903 leaf_count=41 2693 127 223 internal_value=0 -2.70458e-05 0.000152606 internal_weight=0 280.107 45.7781 internal_count=3084 2820 264 is_linear=0 shrinkage=0.000239162 Tree=1618 num_leaves=4 num_cat=0 split_feature=12 42 13 split_gain=28.4739 16.5049 13.8088 threshold=0.023990000000000004 -1.0000000180025095e-35 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018228928963724594 -0.00031431083845843603 -5.8058073180567494e-05 1.163633496245933e-07 leaf_weight=69.026318831369281 29.938191271387041 121.05457119643688 93.941857576370239 leaf_count=412 725 1540 397 internal_value=0 -0.000109062 7.73492e-05 internal_weight=0 150.993 162.968 internal_count=3074 2265 809 is_linear=0 shrinkage=0.000309381 Tree=1619 num_leaves=4 num_cat=0 split_feature=15 13 472 split_gain=21.095 20.5809 18.5383 threshold=0.084630000000000025 -0.24921999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035526179681980285 0.0006492855858793782 -0.00022475341347870601 4.3839294441410156e-05 leaf_weight=10.145178235135971 2.3060951679944983 44.799832514021546 278.36755960993469 leaf_count=149 10 1004 1943 internal_value=0 -0.000180526 2.9673e-05 internal_weight=0 47.1059 288.513 internal_count=3106 1014 2092 is_linear=0 shrinkage=0.000291537 Tree=1620 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=16.5624 24.0598 22.8616 threshold=1.0000000180025095e-35 0.086425000000000016 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0007545558339200094 0.00042293141922582764 -0.0007254016064626405 -0.00096389640681934807 leaf_weight=20.070633227005601 170.68167322967201 45.846594510599971 64.4531189664267 leaf_count=78 1190 301 1467 internal_value=0 0.00017954 -0.000555382 internal_weight=0 216.528 84.5238 internal_count=3036 1491 1545 is_linear=0 shrinkage=0.00140878 Tree=1621 num_leaves=4 num_cat=0 split_feature=42 1429 123 split_gain=19.4443 20.5377 15.5978 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017715963334256602 -0.0014802280580783732 0.00020543610070919283 -0.00084707353904202559 leaf_weight=3.4232537746429434 10.799097615294157 247.26471345499158 48.541018913500011 leaf_count=8 148 2153 833 internal_value=0 0.000134285 -0.000671125 internal_weight=0 258.064 51.9643 internal_count=3142 2301 841 is_linear=0 shrinkage=0.00120238 Tree=1622 num_leaves=4 num_cat=0 split_feature=484 1373 150 split_gain=18.113 20.4687 9.33313 threshold=-1.0000000180025095e-35 0.09586500000000002 0.10117000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011310955372429577 8.0514647728591732e-05 -0.0021029979617187096 0.00090338380717707356 leaf_weight=25.638646007981155 277.28123001940548 5.5111877396702758 3.1773284673690787 leaf_count=505 2557 31 11 internal_value=0 3.71459e-05 -0.00090414 internal_weight=0 282.792 28.816 internal_count=3104 2588 516 is_linear=0 shrinkage=0.00113303 Tree=1623 num_leaves=4 num_cat=0 split_feature=4 11 47 split_gain=17.3466 21.8104 17.1671 threshold=0.24099500000000004 0.080455000000000013 0.11939500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.4213605647129142e-05 0.0006664279629150149 -0.0016120696607137336 -0.0013570285988946953 leaf_weight=222.42451412370428 63.906783690676093 13.871219580993055 6.3053675889968863 leaf_count=2531 433 134 25 internal_value=0 -0.000184037 0.000482841 internal_weight=0 236.296 70.2122 internal_count=3123 2665 458 is_linear=0 shrinkage=0.0011788 Tree=1624 num_leaves=4 num_cat=0 split_feature=4 0 1 split_gain=15.8847 21.2985 3.46477 threshold=-0.49367499999999992 -0.016814999999999997 0.10348500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013483269317250952 -0.00013135976902494935 0.00072293442639850196 -0.00014076482644867432 leaf_weight=13.683501511812212 236.2508515692316 42.369490634649992 3.7586657032370558 leaf_count=99 2712 212 39 internal_value=0 -1.20997e-06 -0.00109066 internal_weight=0 278.62 17.4422 internal_count=3062 2924 138 is_linear=0 shrinkage=0.00111081 Tree=1625 num_leaves=4 num_cat=0 split_feature=160 11 1 split_gain=17.3498 16.9174 0.00908955 threshold=-0.40187499999999993 0.088315000000000018 0.10423500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012042218217219712 0.00010997212545351883 -0.0010284377637184232 -0.0014891449551716375 leaf_weight=8.3509389916434866 288.37795611377805 16.24788585677743 3.3093125484883776 leaf_count=233 2758 109 21 internal_value=0 4.8897e-05 -0.00129848 internal_weight=0 304.626 11.6603 internal_count=3121 2867 254 is_linear=0 shrinkage=0.00108903 Tree=1626 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=22.2151 22.6756 16.3741 threshold=0.080020000000000022 -0.27157999999999993 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018110489925115742 0.00012917642010414271 -0.00013140157267105555 6.1802122217055682e-06 leaf_weight=61.915431153029203 31.893157145008445 118.70473465323448 115.78397032059729 leaf_count=322 185 2052 546 internal_value=0 -7.61622e-05 6.72045e-05 internal_weight=0 150.598 177.699 internal_count=3105 2237 868 is_linear=0 shrinkage=0.000274722 Tree=1627 num_leaves=4 num_cat=0 split_feature=403 475 132 split_gain=17.0251 21.8027 18.5207 threshold=-1.0000000180025095e-35 -0.086424999999999988 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022669980300433793 -8.0383492797472299e-06 -0.00086772552903717146 0.00079492552252824142 leaf_weight=2.2100561670958987 241.24785166047513 31.597586032934487 31.497180215083063 leaf_count=4 2157 726 212 internal_value=0 -0.000655997 8.49778e-05 internal_weight=0 33.8076 272.745 internal_count=3099 730 2369 is_linear=0 shrinkage=0.00098637 Tree=1628 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=18.2938 33.6252 20.98 threshold=1.0000000180025095e-35 0.077065000000000008 0.11456500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013790789771039736 9.1344044270078392e-05 -0.00013784398985556279 0.0002761763185415422 leaf_weight=85.81153794657439 178.22590438090265 56.382971227169037 8.9608592428266984 leaf_count=1545 1135 351 23 internal_value=0 3.62244e-05 -9.8476e-05 internal_weight=0 234.609 94.7724 internal_count=3054 1486 1568 is_linear=0 shrinkage=0.000258876 Tree=1629 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=18.3639 28.5776 25.1669 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022604687823216772 -0.00023303589512369558 0.00011642124654436053 8.1228939226316867e-05 leaf_weight=61.534276545979083 25.067343670874834 33.036940222606063 214.5549306133762 leaf_count=1440 175 160 1350 internal_value=0 -0.000106415 4.82596e-05 internal_weight=0 94.5712 239.622 internal_count=3125 1600 1525 is_linear=0 shrinkage=0.000297367 Tree=1630 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=20.1057 33.768 22.0227 threshold=0.076845000000000011 -0.074179999999999982 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011339237342450168 -0.00090367928060216065 0.00031929875266919702 0.00026772409057960431 leaf_weight=47.420862418599427 22.888117276132107 36.059365707915276 197.77792737167329 leaf_count=1261 177 327 1341 internal_value=0 -0.000506616 0.000145826 internal_weight=0 83.4802 220.666 internal_count=3106 1588 1518 is_linear=0 shrinkage=0.00113303 Tree=1631 num_leaves=4 num_cat=0 split_feature=14 1456 160 split_gain=16.1765 16.2704 1.15216 threshold=0.073890000000000011 1.0000000180025095e-35 -0.014214999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011909350186780768 -0.0018927126884385359 -0.0012125501124088083 -0.0010580806604593563 leaf_weight=275.48010959709063 3.7810623720288277 12.193078881129621 6.347777418792246 leaf_count=2695 35 260 67 internal_value=0 6.22017e-05 -0.00138693 internal_weight=0 287.673 10.1288 internal_count=3057 2955 102 is_linear=0 shrinkage=0.00113303 Tree=1632 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=22.1842 26.7419 21.9847 threshold=0.081135000000000013 -0.18817999999999999 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010913357778314434 0.0001330367836251678 -0.00015923920240511292 -0.00018244893418983892 leaf_weight=151.23372540064156 36.271978577598929 115.80898035876453 26.830870542675257 leaf_count=734 204 2061 144 internal_value=0 -8.94835e-05 6.51107e-05 internal_weight=0 152.081 178.065 internal_count=3143 2265 878 is_linear=0 shrinkage=0.000297367 Tree=1633 num_leaves=3 num_cat=0 split_feature=1373 147 split_gain=15.4921 16.1509 threshold=0.099250000000000019 0.085900000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.8465791544437841e-05 -0.0019367983100895402 0.00076611210696996153 leaf_weight=271.41323555773124 4.3462595492601386 33.500702489167452 leaf_count=2884 26 173 internal_value=0 6.79849e-05 internal_weight=0 304.914 internal_count=3083 3057 is_linear=0 shrinkage=0.00106768 Tree=1634 num_leaves=4 num_cat=0 split_feature=147 0 52 split_gain=20.2766 22.5527 6.97546 threshold=1.0000000180025095e-35 -0.060269999999999997 -0.0064899999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.3164127877706435e-05 2.5315871415642838e-05 9.0608209292148862e-05 0.00030369099216132458 leaf_weight=195.82305533671752 12.842093914747236 89.396316096186638 23.318305814638734 leaf_count=2394 83 516 94 internal_value=0 -3.55514e-05 0.000205211 internal_weight=0 285.219 36.1604 internal_count=3087 2910 177 is_linear=0 shrinkage=0.000303315 Tree=1635 num_leaves=4 num_cat=0 split_feature=133 52 13 split_gain=17.6143 18.3039 0.681412 threshold=-0.39935999999999994 -0.42985499999999993 -0.14022999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002135702848487314 -0.0012099731729797363 0.00011775092868020364 -0.0013131560320069474 leaf_weight=2.0071024317294359 13.302237999625502 285.27493898570538 6.8150636120699328 leaf_count=13 264 2649 152 internal_value=0 5.81666e-05 -0.00152471 internal_weight=0 298.577 8.82217 internal_count=3078 2913 165 is_linear=0 shrinkage=0.00111081 Tree=1636 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=18.6342 18.1473 13.7767 threshold=1.0000000180025095e-35 -0.10096999999999999 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025726668539328984 -0.00065902652904012134 -0.00025504526704705268 0.00071604721254318556 leaf_weight=69.382010821253061 6.2646577134728423 191.36646638065577 34.616662323474884 leaf_count=425 37 2388 224 internal_value=0 -0.000118673 0.000504106 internal_weight=0 260.748 40.8813 internal_count=3074 2813 261 is_linear=0 shrinkage=0.000858695 Tree=1637 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=20.6362 21.9088 10.7315 threshold=-0.17030499999999998 0.0095750000000000019 -0.14666499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012578513826163345 -6.8532772275871061e-05 0.00016060844401351331 0.00035329360547202144 leaf_weight=6.2586177550256279 234.77312771975994 55.520769758149981 24.771802987903357 leaf_count=37 2589 311 132 internal_value=0 -2.46629e-05 0.000256562 internal_weight=0 290.294 31.0304 internal_count=3069 2900 169 is_linear=0 shrinkage=0.000328318 Tree=1638 num_leaves=4 num_cat=0 split_feature=133 13 13 split_gain=19.4759 17.676 0.559228 threshold=-0.39018999999999998 -0.17030499999999998 -0.067699999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018630605361874305 0.00098972015688805759 4.8702546670405662e-05 -0.0012068669027907424 leaf_weight=4.6336256358772516 29.453211471438408 271.53111961623654 4.5688427961431426 leaf_count=51 173 2762 124 internal_value=0 0.000141121 -0.0015557 internal_weight=0 300.984 9.20247 internal_count=3110 2935 175 is_linear=0 shrinkage=0.00115569 Tree=1639 num_leaves=4 num_cat=0 split_feature=123 1456 133 split_gain=17.4379 18.0618 12.5274 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1463025640844857e-06 -0.00020411114896356713 -0.00037366441947108645 0.00022570710707991114 leaf_weight=265.8020083992742 6.3349246457219115 11.345662890467791 40.114589177072048 leaf_count=2539 35 250 241 internal_value=0 -2.22954e-05 0.000166737 internal_weight=0 277.148 46.4495 internal_count=3065 2789 276 is_linear=0 shrinkage=0.00028582 Tree=1640 num_leaves=4 num_cat=0 split_feature=376 457 42 split_gain=16.9676 15.3083 5.15052 threshold=1.0000000180025095e-35 0.081330000000000013 -0.033434999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029199723347334136 -6.0472367583664095e-05 0.00055927976942930064 0.0011224886745150446 leaf_weight=227.2908121868968 7.7223273441195515 38.574366297572851 22.422545723617077 leaf_count=2706 27 199 134 internal_value=0 -0.000168302 0.000820343 internal_weight=0 265.865 30.1449 internal_count=3066 2905 161 is_linear=0 shrinkage=0.00125096 Tree=1641 num_leaves=4 num_cat=0 split_feature=14 0 16 split_gain=15.2853 18.8157 1.08661 threshold=0.077685000000000018 -0.11471499999999998 -0.15475999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044133712951740541 -0.00086949677706292929 -0.00016851651755733354 -0.0016857150258461056 leaf_weight=96.229928642511368 3.8057817835360765 199.18445097329095 6.1765709882602078 leaf_count=417 37 2537 66 internal_value=0 3.02326e-05 -0.00138763 internal_weight=0 295.414 9.98235 internal_count=3057 2954 103 is_linear=0 shrinkage=0.00113303 Tree=1642 num_leaves=4 num_cat=0 split_feature=376 151 42 split_gain=15.6057 17.2179 5.92786 threshold=0.048375000000000008 -0.52342999999999995 -0.033434999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020524885463351957 -1.9775984318897437e-05 -2.084252732951829e-05 0.0011462871458239789 leaf_weight=5.3520764447748652 7.7143587395548847 268.68792064115405 20.240699123591185 leaf_count=55 27 2844 135 internal_value=0 -6.13432e-05 0.00082571 internal_weight=0 274.04 27.9551 internal_count=3061 2899 162 is_linear=0 shrinkage=0.00113303 Tree=1643 num_leaves=3 num_cat=0 split_feature=1456 1456 split_gain=25.3954 18.4193 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029601721006950561 3.9520417190805334e-05 -0.00026375606224036632 leaf_weight=16.437420941423625 301.16265380941331 13.365674080792813 leaf_count=289 2548 264 internal_value=0 2.65436e-05 internal_weight=0 314.528 internal_count=3101 2812 is_linear=0 shrinkage=0.0002538 Tree=1644 num_leaves=3 num_cat=0 split_feature=1373 1456 split_gain=19.8575 17.3949 threshold=0.089210000000000025 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010043684896751986 -0.0015634226429804038 -0.0010313664046558192 leaf_weight=284.7640812266618 6.8889307938516131 12.640277789905666 leaf_count=2752 44 259 internal_value=0 5.19629e-05 internal_weight=0 297.404 internal_count=3055 3011 is_linear=0 shrinkage=0.000948068 Tree=1645 num_leaves=4 num_cat=0 split_feature=15 0 159 split_gain=20.0986 19.1814 7.24277 threshold=-0.24269999999999997 -0.11471499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.8647936256026963e-05 6.9886409899673328e-05 -7.2068904891986634e-05 0.00023052648121949133 leaf_weight=5.0067538544535628 89.845744471997023 192.49110472109169 28.388842977583408 leaf_count=25 412 2409 225 internal_value=0 -2.68858e-05 0.000181011 internal_weight=0 282.337 33.3956 internal_count=3071 2821 250 is_linear=0 shrinkage=0.0002538 Tree=1646 num_leaves=4 num_cat=0 split_feature=147 52 4 split_gain=18.7886 19.9837 3.68065 threshold=0.088565000000000019 -0.048794999999999991 0.04735000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.4115472890027094e-05 0.00011165378599642369 -7.4817342894286233e-05 0.00034059814271040139 leaf_weight=121.44926469353959 10.804234838113191 181.28097898652777 16.543744869530201 leaf_count=905 65 2087 70 internal_value=0 -1.10492e-05 0.000250974 internal_weight=0 302.73 27.348 internal_count=3127 2992 135 is_linear=0 shrinkage=0.000303315 Tree=1647 num_leaves=4 num_cat=0 split_feature=9 2 16 split_gain=19.212 22.8538 0.198842 threshold=-1.0000000180025095e-35 0.089835000000000012 -0.056974999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00077850414432809099 -0.00035446699833062992 0.00011689197236422338 0.0010372138991025582 leaf_weight=6.3860652111470699 119.39511344209313 169.29028341872618 7.1835410278290492 leaf_count=62 1607 1398 35 internal_value=0 -7.81155e-05 0.000922829 internal_weight=0 288.685 13.5696 internal_count=3102 3005 97 is_linear=0 shrinkage=0.00082535 Tree=1648 num_leaves=4 num_cat=0 split_feature=4 150 1 split_gain=15.2358 15.2744 0.195512 threshold=0.51074000000000008 0.082085000000000019 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023500444410822342 0.00082041364241609458 0.0003605783964985076 0.001159266003627511 leaf_weight=221.92389739351347 4.5155415162444106 69.739874521270394 10.188211958855389 leaf_count=2550 22 392 124 internal_value=0 -9.25106e-05 0.00106219 internal_weight=0 291.664 14.7038 internal_count=3088 2942 146 is_linear=0 shrinkage=0.00111081 Tree=1649 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=21.7651 24.235 12.5236 threshold=1.0000000180025095e-35 -0.10462499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015299556556710791 -0.00018867950757960825 -6.6729573579997928e-05 0.00025008908506738814 leaf_weight=49.658996805548668 6.102419637143611 232.86392158409581 37.583748031407595 leaf_count=286 34 2529 234 internal_value=0 -2.80632e-05 0.000188473 internal_weight=0 282.523 43.6862 internal_count=3083 2815 268 is_linear=0 shrinkage=0.00028582 Tree=1650 num_leaves=3 num_cat=0 split_feature=52 3 split_gain=17.6991 18.4661 threshold=-0.42985499999999993 -0.10643499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0011237509730373132 0.00055124873925571898 -7.4106136117510179e-05 leaf_weight=13.773148656822739 63.463837487623096 228.22041984740645 leaf_count=277 311 2487 internal_value=0 6.21161e-05 internal_weight=0 291.684 internal_count=3075 2798 is_linear=0 shrinkage=0.00102622 Tree=1651 num_leaves=4 num_cat=0 split_feature=14 3 51 split_gain=16.7406 17.5021 1.0108 threshold=0.073890000000000011 -0.10643499999999999 -0.022999999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00059647230464767321 -0.0018934118196517183 -7.218035880386149e-05 -0.0010986362065764927 leaf_weight=60.599293995648623 3.5065536834299564 236.24464057851583 6.3375394754111749 leaf_count=321 30 2701 76 internal_value=0 6.44954e-05 -0.00139985 internal_weight=0 296.844 9.84409 internal_count=3128 3022 106 is_linear=0 shrinkage=0.00111081 Tree=1652 num_leaves=4 num_cat=0 split_feature=14 3 51 split_gain=16.3147 16.5741 0.914967 threshold=0.077685000000000018 -0.10075499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053288076895589083 -0.0018834651281435285 -9.8356495972772338e-05 -0.0011165239636306903 leaf_weight=66.343081073835492 3.5071579143404961 225.3258050638251 6.1621943460777384 leaf_count=372 30 2630 72 internal_value=0 4.53743e-05 -0.00141308 internal_weight=0 291.669 9.66935 internal_count=3104 3002 102 is_linear=0 shrinkage=0.00111081 Tree=1653 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=22.7076 27.5704 17.2724 threshold=0.0047850000000000011 -0.10462499999999998 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016627276056295604 -0.00016365326403535815 -9.7174331094422985e-05 0.00024279679412715071 leaf_weight=48.404472475871444 12.97336285188794 214.2634940338321 51.268688652664423 leaf_count=286 61 2487 301 internal_value=0 -4.85761e-05 0.000160574 internal_weight=0 262.668 64.2421 internal_count=3135 2773 362 is_linear=0 shrinkage=0.000315569 Tree=1654 num_leaves=4 num_cat=0 split_feature=376 147 4 split_gain=19.1021 20.1886 3.72819 threshold=0.048375000000000008 0.085900000000000018 -0.00052499999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.8669115174044893e-05 0.00034004978995096807 0.00022126220764747808 0.00010946540828380863 leaf_weight=259.52724915416911 19.272934511303905 33.637574510648847 12.631669018417595 leaf_count=2737 88 163 80 internal_value=0 -1.76247e-05 0.000249459 internal_weight=0 293.165 31.9046 internal_count=3068 2900 168 is_linear=0 shrinkage=0.000328318 Tree=1655 num_leaves=4 num_cat=0 split_feature=156 0 3 split_gain=15.0312 15.1265 1.62335 threshold=0.11896500000000002 -0.060269999999999997 0.099015000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013744275044887046 -0.0012065603614873127 0.00048993938708165872 -0.0024447359281437675 leaf_weight=208.40396763011813 4.5362174380570641 84.403663910925388 3.0238395743072033 leaf_count=2482 77 495 24 internal_value=0 4.35223e-05 -0.00173025 internal_weight=0 292.808 7.56006 internal_count=3078 2977 101 is_linear=0 shrinkage=0.00125096 Tree=1656 num_leaves=4 num_cat=0 split_feature=4 150 376 split_gain=24.0732 24.8186 21.1648 threshold=0.27150500000000005 -1.0000000180025095e-35 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.5733939359704592e-05 -0.00036642148792864971 0.00026503815806143703 0.00022843153804392373 leaf_weight=239.91050663217902 7.9623354375362387 51.908126849681139 26.618379335850477 leaf_count=2614 33 327 118 internal_value=0 0.000180531 -5.42753e-05 internal_weight=0 59.8705 266.529 internal_count=3092 360 2732 is_linear=0 shrinkage=0.000334884 Tree=1657 num_leaves=4 num_cat=0 split_feature=4 150 11 split_gain=19.5853 27.07 18.8737 threshold=0.27150500000000005 -1.0000000180025095e-35 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.666528703609318e-05 -0.00044804482073757451 0.00022260101644193286 -0.0003738119412894968 leaf_weight=245.98804228520021 6.1115702912211409 50.556689029559493 15.194871086627243 leaf_count=2574 27 345 144 internal_value=0 0.000149532 -4.70128e-05 internal_weight=0 56.6683 261.183 internal_count=3090 372 2718 is_linear=0 shrinkage=0.000303315 Tree=1658 num_leaves=4 num_cat=0 split_feature=133 472 1 split_gain=17.8188 16.1921 0.892703 threshold=-0.39935999999999994 -1.0000000180025095e-35 0.11101000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014178986518659565 -0.0014521352872429183 0.00011108891018035706 -0.0024252199221654531 leaf_weight=6.9161944994702917 9.8004153976216895 285.27858216548339 1.9157226290553806 leaf_count=160 163 2750 13 internal_value=0 5.86387e-05 -0.00166402 internal_weight=0 295.079 8.83192 internal_count=3086 2913 173 is_linear=0 shrinkage=0.00120238 Tree=1659 num_leaves=4 num_cat=0 split_feature=1 453 0 split_gain=19.1415 18.455 15.8773 threshold=0.10100500000000003 0.087015000000000009 -0.23098999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031205994629811918 0.00012224856696198331 -0.00042204924022399269 -8.2122243912369263e-05 leaf_weight=10.667028063908218 125.92873829416931 6.4163424819707862 182.58038479881361 leaf_count=42 742 30 2264 internal_value=0 9.55255e-05 -6.01958e-05 internal_weight=0 132.345 193.247 internal_count=3078 772 2306 is_linear=0 shrinkage=0.000315569 Tree=1660 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=19.386 19.81 15.2602 threshold=0.10100500000000003 -0.11550499999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041122138141162296 2.0908823951032498e-05 -0.00054597973631815373 0.00093340955441418736 leaf_weight=40.499730803072453 90.186546707525849 135.84856213955209 37.409449547529221 leaf_count=207 543 2118 270 internal_value=0 -0.00032603 0.000289026 internal_weight=0 176.348 127.596 internal_count=3138 2325 813 is_linear=0 shrinkage=0.00120238 Tree=1661 num_leaves=4 num_cat=0 split_feature=133 51 16 split_gain=17.2714 16.8694 0.437006 threshold=0.13997000000000001 -0.40548499999999993 0.16703000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012263416291961359 -0.00093259934691418097 0.00011269339240310559 -0.0014531226607781343 leaf_weight=8.2556544947437924 10.533054596278815 284.38282517390326 2.0963145038112989 leaf_count=111 296 2648 22 internal_value=0 7.44631e-05 -0.00103101 internal_weight=0 292.638 12.6294 internal_count=3077 2759 318 is_linear=0 shrinkage=0.000929479 Tree=1662 num_leaves=4 num_cat=0 split_feature=12 49 132 split_gain=29.6585 27.4914 15.0416 threshold=0.040165000000000006 -0.030749999999999996 0.08018500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.2980171786099984e-05 0.00012906852631081855 -0.00017675071093608527 0.00032994506455384138 leaf_weight=145.23937775939703 38.877593204379082 117.53387878043577 22.461199212819338 leaf_count=714 198 2050 92 internal_value=0 -0.000100698 9.02712e-05 internal_weight=0 156.411 167.701 internal_count=3054 2248 806 is_linear=0 shrinkage=0.000315569 Tree=1663 num_leaves=4 num_cat=0 split_feature=15 4 39 split_gain=18.1595 16.1696 12.1437 threshold=0.084050000000000014 -0.49367499999999992 0.088655000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00093630396460289537 -0.00088913742635938879 0.00021754555863358446 0.0011055340887050743 leaf_weight=18.01962910592556 39.638156316708773 244.03379534743726 4.6519576683640471 leaf_count=132 1023 1933 20 internal_value=0 0.000137837 -0.00067737 internal_weight=0 262.053 44.2901 internal_count=3108 2065 1043 is_linear=0 shrinkage=0.0011788 Tree=1664 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=20.4839 30.1801 25.2948 threshold=-0.07087499999999998 -0.10339499999999999 -0.07440999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2907791432161433e-05 0.00025703909391815161 -0.00020252303580004489 -3.3905388722149048e-05 leaf_weight=112.23890320863575 47.548974378965795 90.321868527680635 64.910156251862645 leaf_count=579 286 1708 501 internal_value=0 -7.21247e-05 8.92425e-05 internal_weight=0 202.561 112.459 internal_count=3074 2287 787 is_linear=0 shrinkage=0.000303315 Tree=1665 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=19.1207 24.5865 18.8896 threshold=0.0047850000000000011 -0.24426999999999996 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026155436726667231 -0.00018235781353711876 -6.6356571732329394e-05 0.0002380049966703725 leaf_weight=24.01192519441247 12.727018572390078 236.0053967484273 50.64220529794693 leaf_count=136 65 2603 294 internal_value=0 -3.59753e-05 0.000153407 internal_weight=0 260.017 63.3692 internal_count=3098 2739 359 is_linear=0 shrinkage=0.000309381 Tree=1666 num_leaves=4 num_cat=0 split_feature=12 13 38 split_gain=25.6831 24.1307 17.4954 threshold=0.023990000000000004 -0.10462499999999998 0.085905000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010981406035792621 0.00014539416772905761 -0.00014362901243004762 -0.00027717294852648978 leaf_weight=160.8868306633085 33.379457016475499 128.82164904335514 11.410667149350045 leaf_count=767 176 2108 65 internal_value=0 -8.40915e-05 8.40219e-05 internal_weight=0 162.201 172.297 internal_count=3116 2284 832 is_linear=0 shrinkage=0.000303315 Tree=1667 num_leaves=3 num_cat=0 split_feature=1348 0 split_gain=16.6703 19.6395 threshold=0.084620000000000015 -0.07087499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00032590584828831994 0.0013539692007283075 0.00039616086704141295 leaf_weight=185.02430938230827 15.210191674530504 103.3830524389632 leaf_count=2244 68 765 internal_value=0 -6.70191e-05 internal_weight=0 288.407 internal_count=3077 3009 is_linear=0 shrinkage=0.00132752 Tree=1668 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=16.5395 21.9086 threshold=-0.52054499999999992 0.28122000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057574753285003671 -4.1796176798539727e-05 0.00019506776641534478 leaf_weight=5.4264032738283268 259.00626307865605 50.144678737968206 leaf_count=52 2710 324 internal_value=0 -3.31983e-06 internal_weight=0 309.151 internal_count=3086 3034 is_linear=0 shrinkage=0.000328318 Tree=1669 num_leaves=4 num_cat=0 split_feature=4 1374 1 split_gain=14.1531 17.902 1.0537 threshold=0.50673000000000001 0.087785000000000016 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9435063745581074e-05 0.00048434438291864021 -0.0014133017842792742 0.0010526168745017355 leaf_weight=279.83393058972433 5.0777306035161045 9.6816269885748607 11.32923957519233 leaf_count=2864 25 79 132 internal_value=0 -7.62411e-05 0.000881219 internal_weight=0 289.516 16.407 internal_count=3100 2943 157 is_linear=0 shrinkage=0.0010061 Tree=1670 num_leaves=4 num_cat=0 split_feature=1 0 13 split_gain=20.899 23.7407 5.83631 threshold=0.12700000000000003 -0.10726999999999999 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.5645042519350722e-05 0.00033372151324658053 -9.8831148169386824e-05 0.0001020181985993414 leaf_weight=101.88611587882042 17.474048096686602 173.00809345301241 23.536309529095888 leaf_count=476 150 2309 122 internal_value=0 -3.04503e-05 0.000201384 internal_weight=0 274.894 41.0104 internal_count=3057 2785 272 is_linear=0 shrinkage=0.000303315 Tree=1671 num_leaves=4 num_cat=0 split_feature=13 132 47 split_gain=20.8716 22.5844 8.10088 threshold=-0.15325499999999995 0.080815000000000012 0.077065000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002814525225911467 -6.4204180820372534e-05 0.00021164662877688593 -3.1416865960486632e-05 leaf_weight=32.464225413277745 253.19788924511522 33.35019454266876 11.00418635457754 leaf_count=179 2618 260 49 internal_value=0 -3.20289e-05 0.000202371 internal_weight=0 286.548 43.4684 internal_count=3106 2878 228 is_linear=0 shrinkage=0.000315569 Tree=1672 num_leaves=4 num_cat=0 split_feature=12 49 47 split_gain=24.2116 25.6266 23.5273 threshold=0.080020000000000022 -0.047859999999999993 0.080860000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001358462111329329 0.00013383307098882523 -0.0001481430173709281 -0.00013425531451443835 leaf_weight=141.42099711485207 37.57040847837925 117.00564250024036 35.616810794919729 leaf_count=714 185 2056 157 internal_value=0 -7.95602e-05 8.14561e-05 internal_weight=0 154.576 177.038 internal_count=3112 2241 871 is_linear=0 shrinkage=0.000297367 Tree=1673 num_leaves=4 num_cat=0 split_feature=160 15 1 split_gain=17.8037 15.9953 0.0116734 threshold=-0.25833999999999996 -0.24269999999999997 0.096545000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027793346957267394 0.00017733199530244924 -1.1533128214792905e-05 -0.00034008807176438605 leaf_weight=8.1383265061303955 32.175040774047375 274.05128729296848 4.1520080566406241 leaf_count=222 239 2572 34 internal_value=0 8.36839e-06 -0.000301812 internal_weight=0 306.226 12.2903 internal_count=3067 2811 256 is_linear=0 shrinkage=0.0002538 Tree=1674 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=22.2393 28.9136 15.7553 threshold=0.0047850000000000011 -0.10462499999999998 0.086230000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017378547557011939 -0.00011382723180118207 -8.5539830671320922e-05 0.00024278018727759019 leaf_weight=48.48087065666914 14.699495268985627 212.62178963143378 49.782477816566825 leaf_count=279 70 2475 293 internal_value=0 -3.73351e-05 0.000161431 internal_weight=0 261.103 64.482 internal_count=3117 2754 363 is_linear=0 shrinkage=0.000303315 Tree=1675 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=21.0524 33.157 18.5264 threshold=0.10100500000000003 -0.11550499999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015662935606497027 0.00015344837505821724 -0.00013122109002616569 -9.4216983051277785e-05 leaf_weight=44.196570349857211 96.046674374490976 146.34836907498538 34.934593427926302 leaf_count=204 576 2085 189 internal_value=0 -6.44019e-05 8.73684e-05 internal_weight=0 190.545 130.981 internal_count=3054 2289 765 is_linear=0 shrinkage=0.000291537 Tree=1676 num_leaves=3 num_cat=0 split_feature=1365 1 split_gain=15.8883 14.7114 threshold=0.087320000000000009 0.10384000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0001296607952532905 -0.0018169506849754226 0.00030919050945892778 leaf_weight=195.61631493922323 4.3035849034786215 112.37540706247091 leaf_count=2375 34 704 internal_value=0 3.05149e-05 internal_weight=0 307.992 internal_count=3113 3079 is_linear=0 shrinkage=0.00096703 Tree=1677 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=18.6424 25.9393 22.7688 threshold=1.0000000180025095e-35 -0.074179999999999982 0.06763000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025900191054719322 8.73700829947339e-05 6.8175537755136282e-05 -0.00016464086371202781 leaf_weight=52.17586453910917 186.72450909111649 38.796882957220078 39.946596996858716 leaf_count=1245 1188 335 310 internal_value=0 -0.000119559 4.28984e-05 internal_weight=0 90.9727 226.671 internal_count=3078 1580 1498 is_linear=0 shrinkage=0.000303315 Tree=1678 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=23.8852 17.0933 16.9861 threshold=0.10100500000000003 -0.13112499999999996 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0802658970025185e-05 -0.00025265217030093841 -0.00013295298809964034 0.00011890076722957009 leaf_weight=48.798231389373541 11.887971863150595 142.589012183249 117.16315947845578 leaf_count=233 114 2134 653 internal_value=0 -8.09901e-05 8.44846e-05 internal_weight=0 191.387 129.051 internal_count=3134 2367 767 is_linear=0 shrinkage=0.000297367 Tree=1679 num_leaves=3 num_cat=0 split_feature=151 1456 split_gain=16.6198 16.1427 threshold=-0.52342999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0022875003826053073 -0.0011994170116801442 0.00012276717803439308 leaf_weight=5.3585980990901581 17.14769267803058 284.70047492766753 leaf_count=50 301 2712 internal_value=0 4.72383e-05 internal_weight=0 301.848 internal_count=3063 3013 is_linear=0 shrinkage=0.00132752 Tree=1680 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=19.3999 21.3615 13.5979 threshold=1.0000000180025095e-35 -0.10462499999999998 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001388860004321559 -0.00023495743545313687 -6.6914762602478768e-05 0.00022964884220235077 leaf_weight=49.663665263913572 5.8229926265776148 239.20019103959203 39.46774085983634 leaf_count=282 34 2599 234 internal_value=0 -3.14918e-05 0.000169483 internal_weight=0 288.864 45.2907 internal_count=3149 2881 268 is_linear=0 shrinkage=0.00028582 Tree=1681 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=19.9275 21.4648 20.3466 threshold=0.27150500000000005 0.080455000000000013 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8427651935842108e-05 0.00021447068724326945 -0.00036376192053915417 -0.00027335750136119746 leaf_weight=247.36276964237913 49.732481028884649 15.522425960749386 8.0245222747325879 leaf_count=2603 334 136 33 internal_value=0 -3.89646e-05 0.000146296 internal_weight=0 262.885 57.757 internal_count=3106 2739 367 is_linear=0 shrinkage=0.00028582 Tree=1682 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=21.4093 31.9823 22.3165 threshold=0.076845000000000011 -0.059114999999999994 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028365406108487998 -0.0002484931304538848 0.00013840829629510758 8.4498147430439008e-05 leaf_weight=60.665418695192784 25.241965368390083 30.02678544074297 205.70984303206205 leaf_count=1394 184 150 1322 internal_value=0 -0.000143917 4.8001e-05 internal_weight=0 90.6922 230.952 internal_count=3050 1544 1506 is_linear=0 shrinkage=0.000334884 Tree=1683 num_leaves=4 num_cat=0 split_feature=2 52 16 split_gain=17.3208 27.7127 17.2958 threshold=0.092120000000000021 -0.24600999999999998 -0.15336499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004509382255550839 -0.0011627046735718746 0.00038089577247692945 -0.0004410790757851841 leaf_weight=29.78058058116585 13.902824506163595 140.71070904517546 117.28622850077227 leaf_count=194 213 980 1656 internal_value=0 0.000241355 -0.000260243 internal_weight=0 154.614 147.067 internal_count=3043 1193 1850 is_linear=0 shrinkage=0.00104674 Tree=1684 num_leaves=4 num_cat=0 split_feature=130 50 123 split_gain=16.5706 17.397 9.7613 threshold=1.0000000180025095e-35 0.086500000000000007 0.091310000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025334575516392871 -0.0013363109104767559 -0.00068416787007079174 0.0015290463771072365 leaf_weight=254.24717119522393 16.955103132873777 33.609543551690876 1.9039137922227372 leaf_count=2157 402 512 7 internal_value=0 0.00014366 -0.00103972 internal_weight=0 287.857 18.859 internal_count=3078 2669 409 is_linear=0 shrinkage=0.00122643 Tree=1685 num_leaves=4 num_cat=0 split_feature=13 3 13 split_gain=16.153 17.5706 5.81461 threshold=-0.24426999999999996 -0.10075499999999998 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.3859938849285762e-05 0.00035109773706035402 -0.00024181241938892538 0.001011975739914025 leaf_weight=7.3678317889571217 74.731149520725012 204.0358628295362 21.503874214366078 leaf_count=41 438 2478 131 internal_value=0 -8.27894e-05 0.000738245 internal_weight=0 278.767 28.8717 internal_count=3088 2916 172 is_linear=0 shrinkage=0.00104674 Tree=1686 num_leaves=4 num_cat=0 split_feature=160 4 52 split_gain=17.7504 17.3013 15.9703 threshold=-0.091964999999999977 0.51162500000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010806997232494404 -0.00086325231496856328 0.001056638622664485 9.9340708715478916e-05 leaf_weight=26.305054734461013 18.617673424538225 4.392410345375537 254.58572246646509 leaf_count=407 328 47 2331 internal_value=0 -0.000772146 3.34172e-05 internal_weight=0 30.6975 273.203 internal_count=3113 454 2659 is_linear=0 shrinkage=0.0010061 Tree=1687 num_leaves=4 num_cat=0 split_feature=123 13 42 split_gain=20.2596 16.1919 7.59644 threshold=1.0000000180025095e-35 -0.23438999999999996 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00076520444626674178 -0.00060552031799592811 -0.0002319962034709311 0.00087927468934923404 leaf_weight=23.798732303082943 5.1397601701319209 240.587379346136 38.804644569754601 leaf_count=138 24 2670 251 internal_value=0 -0.000141947 0.000704515 internal_weight=0 264.386 43.9444 internal_count=3083 2808 275 is_linear=0 shrinkage=0.00115569 Tree=1688 num_leaves=4 num_cat=0 split_feature=1 3 453 split_gain=17.9137 20.269 13.1737 threshold=0.10060500000000001 -0.11550499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052703345639201077 0.00048569524664541152 -0.0004718003500639619 -0.0012518805333325889 leaf_weight=41.332471402361989 114.8058912679553 136.52776816161349 7.1536543630063525 leaf_count=212 741 2112 34 internal_value=0 -0.000239498 0.000382721 internal_weight=0 177.86 121.96 internal_count=3099 2324 775 is_linear=0 shrinkage=0.00125096 Tree=1689 num_leaves=4 num_cat=0 split_feature=484 1 150 split_gain=19.2626 19.6699 7.4165 threshold=-0.0048899999999999994 0.12829500000000002 0.10139000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027482320833673544 -1.6795378076778025e-06 0.00023051830427468922 0.00020147902496650576 leaf_weight=26.451669577509168 252.60424396768212 36.871682435274124 3.1627888157963744 leaf_count=483 2357 249 11 internal_value=0 2.79741e-05 -0.000223387 internal_weight=0 289.476 29.6145 internal_count=3100 2606 494 is_linear=0 shrinkage=0.000297367 Tree=1690 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=16.9505 17.9133 8.68757 threshold=-0.24269999999999997 -0.19153499999999998 0.11377500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011148686180491789 -0.00194905398385935 -7.4001187203565582e-05 -0.00070350675769589204 leaf_weight=25.666139196604494 7.7855788189917794 259.1710340809077 4.5886301808059207 leaf_count=230 79 2758 24 internal_value=0 -0.00012948 0.000837505 internal_weight=0 266.957 30.2548 internal_count=3091 2837 254 is_linear=0 shrinkage=0.00122643 Tree=1691 num_leaves=4 num_cat=0 split_feature=376 1456 1 split_gain=16.6594 16.4183 4.98103 threshold=0.048375000000000008 1.0000000180025095e-35 0.077800000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3818735080082427e-05 2.6102802680231346e-05 -0.0014454759464012487 0.0011869104294735466 leaf_weight=262.10467912862077 7.0083456486463573 11.364246665965764 22.463674228638411 leaf_count=2675 22 252 142 internal_value=0 -3.78057e-05 0.000912018 internal_weight=0 273.469 29.472 internal_count=3091 2927 164 is_linear=0 shrinkage=0.00120238 Tree=1692 num_leaves=4 num_cat=0 split_feature=13 12 49 split_gain=18.3434 19.7786 8.11047 threshold=-0.15325499999999995 0.083325000000000024 0.085605000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026811160470859876 5.5499869884972484e-05 -0.0001119376424598846 -7.6598237745157627e-05 leaf_weight=34.61924534663558 155.49738402199 127.97525906702504 8.3977707400917989 leaf_count=188 766 2093 47 internal_value=0 -2.01051e-05 0.000200793 internal_weight=0 283.473 43.017 internal_count=3094 2859 235 is_linear=0 shrinkage=0.000315569 Tree=1693 num_leaves=3 num_cat=0 split_feature=1365 128 split_gain=14.9359 15.2054 threshold=1.0000000180025095e-35 0.081680000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010447661511128651 -0.0016410052561711729 -0.001090462654395372 leaf_weight=284.62599719362333 6.7711881827563039 14.248256152961401 leaf_count=2806 63 234 internal_value=0 4.71231e-05 internal_weight=0 298.874 internal_count=3103 3040 is_linear=0 shrinkage=0.00113303 Tree=1694 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=22.8586 26.8795 17.1037 threshold=-0.10462499999999998 0.0095750000000000019 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029056055928082752 -8.9069202205764621e-05 0.00015801962992820703 -0.00010679084373521135 leaf_weight=40.311546543613076 213.99413873860613 55.025353625416756 14.647488279268144 leaf_count=222 2477 315 92 internal_value=0 -3.84848e-05 0.000184658 internal_weight=0 269.019 54.959 internal_count=3106 2792 314 is_linear=0 shrinkage=0.000315569 Tree=1695 num_leaves=4 num_cat=0 split_feature=13 132 41 split_gain=18.3335 25.6069 15.5556 threshold=-0.10462499999999998 0.08018500000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010964221023137034 -0.00024554997092272776 0.00095118051967922536 -0.00035876488842987933 leaf_weight=37.068793885409832 218.52788367401809 29.204171487595886 14.802675656974314 leaf_count=218 2539 248 92 internal_value=0 -0.000104106 0.000681274 internal_weight=0 247.732 51.8715 internal_count=3097 2787 310 is_linear=0 shrinkage=0.00120238 Tree=1696 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=18.195 19.7116 18.4139 threshold=0.10384000000000002 0.084155000000000021 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012089869333939858 0.00017662237345471437 -8.5710520362527432e-05 -9.7832903873300216e-05 leaf_weight=43.150345794856548 81.70977751724422 36.602654041722417 159.56792732095346 leaf_count=223 495 192 2162 internal_value=0 9.54594e-05 -5.12329e-05 internal_weight=0 118.312 202.718 internal_count=3072 687 2385 is_linear=0 shrinkage=0.000297367 Tree=1697 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=20.7373 21.0446 15.0992 threshold=1.0000000180025095e-35 0.17769000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3511960186610713e-05 -0.00023323727133039954 0.00027306586860301055 0.0002522953832715113 leaf_weight=264.96910854801536 6.1984017491340628 19.02402014657855 40.430060736835003 leaf_count=2721 35 123 240 internal_value=0 -2.22059e-05 0.000187349 internal_weight=0 283.993 46.6285 internal_count=3119 2844 275 is_linear=0 shrinkage=0.000291537 Tree=1698 num_leaves=4 num_cat=0 split_feature=376 4 42 split_gain=21.9393 24.2738 6.30133 threshold=0.048375000000000008 0.27150500000000005 -0.033434999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0853067622395673e-05 -1.5647397222255409e-06 0.00015458834626339639 0.00031416318054231955 leaf_weight=240.34900103230029 7.9773824363946906 56.336804069578648 24.923705499619246 leaf_count=2609 26 325 140 internal_value=0 -2.80025e-05 0.000237864 internal_weight=0 296.686 32.9011 internal_count=3100 2934 166 is_linear=0 shrinkage=0.000309381 Tree=1699 num_leaves=4 num_cat=0 split_feature=1213 4 0 split_gain=18.0487 19.6825 4.18684 threshold=-1.0000000180025095e-35 -0.49367499999999992 -0.12985499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.9282560274776204e-05 -0.0010823374069541558 0.00014406407411909509 -0.0013247331143883294 leaf_weight=3.479658558964732 18.624038387089968 260.30698799341917 16.22724137082696 leaf_count=24 151 2443 440 internal_value=0 6.17766e-05 -0.00107959 internal_weight=0 278.931 19.7069 internal_count=3058 2594 464 is_linear=0 shrinkage=0.00115569 Tree=1700 num_leaves=4 num_cat=0 split_feature=376 4 457 split_gain=17.4382 15.4543 3.44832 threshold=0.048375000000000008 -0.49977499999999991 0.082870000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012499133209563217 0.0011223409196214741 -1.5720945340993107e-05 0.00016258422736878934 leaf_weight=14.799206010997294 21.301261529326442 258.66225039772689 6.9269675500690928 leaf_count=121 116 2795 44 internal_value=0 -8.29973e-05 0.000888398 internal_weight=0 273.461 28.2282 internal_count=3076 2916 160 is_linear=0 shrinkage=0.0011788 Tree=1701 num_leaves=4 num_cat=0 split_feature=15 155 13 split_gain=20.1578 17.9103 14.6659 threshold=0.084580000000000016 0.083500000000000005 0.14307000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019621056544223087 -0.0010109336731235691 -0.0011554411802963344 0.0007498998962703245 leaf_weight=247.33851811010391 33.803598792757839 12.607258652336894 6.9641409963369361 leaf_count=1874 936 198 68 internal_value=0 0.000130187 -0.00070891 internal_weight=0 259.946 40.7677 internal_count=3076 2072 1004 is_linear=0 shrinkage=0.00111081 Tree=1702 num_leaves=4 num_cat=0 split_feature=1456 15 151 split_gain=18.541 16.3826 2.00389 threshold=-1.0000000180025095e-35 0.084580000000000016 -0.035524999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014962745433592982 0.00025477354085426477 -0.00065588281561674189 -0.0015719144537328445 leaf_weight=2.0447882153093806 253.23881811508909 40.251751699484885 12.914835234638302 leaf_count=28 1898 909 267 internal_value=0 0.000129676 -0.00138006 internal_weight=0 293.491 14.9596 internal_count=3102 2807 295 is_linear=0 shrinkage=0.00132752 Tree=1703 num_leaves=4 num_cat=0 split_feature=123 457 133 split_gain=21.1611 18.2673 13.1418 threshold=1.0000000180025095e-35 0.082870000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0312152791576505e-05 -0.00023505877659179308 0.00014555038772704528 0.00024646743768333976 leaf_weight=232.10075176414102 5.3965362459421149 43.389587514102459 39.386012174189091 leaf_count=2594 32 202 241 internal_value=0 -2.78429e-05 0.000187999 internal_weight=0 275.49 44.7825 internal_count=3069 2796 273 is_linear=0 shrinkage=0.000291537 Tree=1704 num_leaves=4 num_cat=0 split_feature=3 39 47 split_gain=17.5364 18.755 6.06038 threshold=0.17769000000000004 0.0047850000000000011 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024939729888691538 0.0011534650995284493 0.00041432839023479494 -6.9058526674131175e-05 leaf_weight=227.20176883554086 16.12731204926968 55.744866089895368 5.7774992287158957 leaf_count=2630 126 338 28 internal_value=0 -0.000118521 0.000832307 internal_weight=0 282.947 21.9048 internal_count=3122 2968 154 is_linear=0 shrinkage=0.00102622 Tree=1705 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=15.5284 16.7 threshold=0.091855000000000006 0.29587000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.3440789096338877e-05 -0.0022446680722587029 0.00077820591850357292 leaf_weight=258.92933678952977 4.9972653053700915 44.560706958174706 leaf_count=2787 31 320 internal_value=0 4.3313e-05 internal_weight=0 303.49 internal_count=3138 3107 is_linear=0 shrinkage=0.00130149 Tree=1706 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=19.6774 22.7859 15.9948 threshold=0.24099500000000004 0.080320000000000016 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1296132397623397e-05 0.00018778812559051375 -0.00038695328665398093 -0.00025779235744532444 leaf_weight=237.49386005569249 66.346102625131607 15.079958418384193 7.8810613751411429 leaf_count=2513 411 136 32 internal_value=0 -3.38863e-05 0.000140162 internal_weight=0 252.574 74.2272 internal_count=3092 2649 443 is_linear=0 shrinkage=0.000297367 Tree=1707 num_leaves=4 num_cat=0 split_feature=52 52 48 split_gain=17.7119 19.8851 4.93014 threshold=-0.27269499999999997 -0.048794999999999991 0.10327000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032989556135749171 0.00010908864277110077 -4.679576224032449e-05 5.6129750733548085e-05 leaf_weight=17.071598940994594 101.11118718516082 196.76274612452835 3.1719813933596006 leaf_count=294 605 2183 28 internal_value=0 6.1392e-06 -0.000269433 internal_weight=0 297.874 20.2436 internal_count=3110 2788 322 is_linear=0 shrinkage=0.00028582 Tree=1708 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=22.9254 17.986 16.3246 threshold=0.099515000000000006 -0.097724999999999992 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.0292664953877614e-05 0.00016811328766877528 -0.00014207591410640976 -9.1918718142295112e-05 leaf_weight=48.904703760519624 97.675419993698597 134.31714465841651 35.379852807149291 leaf_count=299 598 1946 195 internal_value=0 -8.00359e-05 9.89507e-05 internal_weight=0 183.222 133.055 internal_count=3038 2245 793 is_linear=0 shrinkage=0.000328318 Tree=1709 num_leaves=4 num_cat=0 split_feature=12 49 44 split_gain=20.0738 21.2579 18.1945 threshold=0.080020000000000022 -0.073234999999999981 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038272392533699303 0.00058468018337394783 -0.00059479450723874314 -0.0013539302426699264 leaf_weight=149.07885056547821 28.703328371047974 113.71471973648295 9.5528625734150392 leaf_count=790 149 2127 59 internal_value=0 -0.000356807 0.000277261 internal_weight=0 142.418 158.632 internal_count=3125 2276 849 is_linear=0 shrinkage=0.00122643 Tree=1710 num_leaves=4 num_cat=0 split_feature=376 13 1 split_gain=18.8724 19.83 4.37399 threshold=0.048375000000000008 -0.17030499999999998 0.086100000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017561963947637478 -5.2251684371125649e-06 -8.2409215608539354e-05 0.0002548013238331191 leaf_weight=29.087186614051461 7.6475302129983929 269.18396875122562 22.537049191072583 leaf_count=168 23 2771 141 internal_value=0 -5.719e-05 0.000189145 internal_weight=0 298.271 30.1846 internal_count=3103 2939 164 is_linear=0 shrinkage=0.000297367 Tree=1711 num_leaves=4 num_cat=0 split_feature=15 4 472 split_gain=17.3723 19.084 17.0898 threshold=0.079530000000000017 0.15164000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031588833206924467 -0.00020340540738906317 0.00027497317330321962 3.903929629856363e-05 leaf_weight=9.7146547948941571 44.894107266329229 6.578116286545991 253.10235177725554 leaf_count=156 1079 36 1757 internal_value=0 -0.000141805 2.5791e-05 internal_weight=0 51.4722 262.817 internal_count=3028 1115 1913 is_linear=0 shrinkage=0.000264054 Tree=1712 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=18.603 25.0127 22.7889 threshold=0.076845000000000011 -0.059114999999999994 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023720398774548397 9.9773914565857896e-05 0.00010439103015107555 -0.0001448383061007645 leaf_weight=60.827131920028478 182.9348388845101 32.774866664782166 47.735409840010107 leaf_count=1438 1220 164 299 internal_value=0 -0.000117612 4.91076e-05 internal_weight=0 93.602 230.67 internal_count=3121 1602 1519 is_linear=0 shrinkage=0.000315569 Tree=1713 num_leaves=4 num_cat=0 split_feature=43 123 42 split_gain=18.6873 20.051 1.17175 threshold=0.25537500000000007 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2404846956204838e-06 -0.00025376233489950357 0.00020886887058167304 -0.00045667929855712817 leaf_weight=274.31233638199046 5.2525677224621177 43.018194459378719 6.0946247521787864 leaf_count=2706 127 257 55 internal_value=0 2.03903e-05 -0.000366147 internal_weight=0 317.331 11.3472 internal_count=3145 2963 182 is_linear=0 shrinkage=0.000297367 Tree=1714 num_leaves=4 num_cat=0 split_feature=1 3 453 split_gain=18.9612 20.5013 14.8523 threshold=0.10100500000000003 -0.11550499999999998 0.091855000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040632960107274922 0.00036121883820922849 -0.00044175672450812598 -0.0013677422453070159 leaf_weight=40.261498458683491 118.77564523741603 137.98977863090113 5.5963714197278014 leaf_count=203 763 2121 26 internal_value=0 -0.000250065 0.00028226 internal_weight=0 178.251 124.372 internal_count=3113 2324 789 is_linear=0 shrinkage=0.00104674 Tree=1715 num_leaves=4 num_cat=0 split_feature=14 0 14 split_gain=16.9294 19.663 1.24457 threshold=0.077685000000000018 -0.13112499999999996 0.088250000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050398550386616709 -0.00083091146217033785 -6.0941834108667503e-05 -0.0015875902759904669 leaf_weight=88.341627947986126 4.7455073948949558 211.3891457435675 5.0154019566252828 leaf_count=364 55 2641 47 internal_value=0 0.000105689 -0.00123331 internal_weight=0 299.731 9.76091 internal_count=3107 3005 102 is_linear=0 shrinkage=0.0010061 Tree=1716 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=16.6727 24.0898 19.9572 threshold=0.28122000000000008 0.12264000000000001 0.080320000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.186317823987045e-06 0.00024240765315358453 -0.00045012508189674292 -0.00039371863447230492 leaf_weight=249.3087407303974 46.243284998461604 5.5032673776149741 13.940058901906012 leaf_count=2625 309 23 131 internal_value=0 0.000167944 -2.78134e-05 internal_weight=0 51.7466 263.249 internal_count=3088 332 2756 is_linear=0 shrinkage=0.000315569 Tree=1717 num_leaves=4 num_cat=0 split_feature=123 0 133 split_gain=21.1439 22.9002 13.9637 threshold=1.0000000180025095e-35 -0.10726999999999999 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.6871978737287428e-05 -0.0002507533697651775 -0.00011463982826370904 0.00024407458303518984 leaf_weight=99.906282782554626 5.9869404174387446 177.25938555598259 38.171752402558923 leaf_count=484 35 2371 238 internal_value=0 -4.92121e-05 0.000176522 internal_weight=0 277.166 44.1587 internal_count=3128 2855 273 is_linear=0 shrinkage=0.000303315 Tree=1718 num_leaves=4 num_cat=0 split_feature=123 133 133 split_gain=16.2999 21.4997 10.1562 threshold=1.0000000180025095e-35 0.098715000000000011 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.18717777637169e-05 -0.00071148204956324266 -0.0012914848277671711 0.00098573839610720552 leaf_weight=245.36155586550012 5.4837831370532504 18.77528060413897 30.438644485548139 leaf_count=2386 34 467 203 internal_value=0 -0.000103337 0.000725241 internal_weight=0 264.137 35.9224 internal_count=3090 2853 237 is_linear=0 shrinkage=0.00115569 Tree=1719 num_leaves=4 num_cat=0 split_feature=376 457 4 split_gain=17.8949 17.7608 2.96915 threshold=0.048375000000000008 0.081330000000000013 -0.00052499999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5405689655329762e-05 0.00031734137012919 0.00016652983267160043 0.00011140003718223384 leaf_weight=245.75928619224578 18.243302773684267 44.62260178104043 10.826808108016847 leaf_count=2725 81 219 73 internal_value=0 -1.27862e-05 0.000241363 internal_weight=0 290.382 29.0701 internal_count=3098 2944 154 is_linear=0 shrinkage=0.000309381 Tree=1720 num_leaves=4 num_cat=0 split_feature=15 132 4 split_gain=19.1264 16.2238 15.4903 threshold=0.079530000000000017 0.08018500000000002 0.15164000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8702297905572776e-05 -0.00096204535801088355 0.0008505676904192645 0.0011833098548267075 leaf_weight=222.65953524596989 40.900995048694313 31.951016837731004 4.9527318701148024 leaf_count=1742 1116 214 34 internal_value=0 8.19625e-05 -0.000728004 internal_weight=0 254.611 45.8537 internal_count=3106 1956 1150 is_linear=0 shrinkage=0.00115569 Tree=1721 num_leaves=4 num_cat=0 split_feature=1213 403 160 split_gain=20.7832 18.3499 3.30127 threshold=-1.0000000180025095e-35 -0.08373499999999999 -0.081954999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.4924501782894276e-05 -0.00030058649369986174 3.9380931798296839e-05 -0.0003358303361099654 leaf_weight=1.7502375496551419 15.299482479691504 279.70695417746902 18.165184867568314 leaf_count=43 363 2238 413 internal_value=0 2.16424e-05 -0.000297655 internal_weight=0 295.006 19.9154 internal_count=3057 2601 456 is_linear=0 shrinkage=0.000303315 Tree=1722 num_leaves=4 num_cat=0 split_feature=1456 133 12 split_gain=16.8898 16.1203 3.70239 threshold=1.0000000180025095e-35 0.13493500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017120960206382714 0.00042359328450783135 -0.0012262343360053367 -0.0016345873241610414 leaf_weight=276.77000962477177 1.4565705396234978 12.887891346123068 10.375030890572814 leaf_count=2504 9 306 256 internal_value=0 0.000108583 -0.00137961 internal_weight=0 289.658 11.8316 internal_count=3075 2810 265 is_linear=0 shrinkage=0.00122643 Tree=1723 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=24.3679 18.0718 16.3889 threshold=1.0000000180025095e-35 -0.10939499999999998 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012969774105478263 -0.00025460728615492984 -7.1451797924470642e-05 0.00027989941626405183 leaf_weight=49.812313398346305 6.0346306040883055 232.25652497075498 38.062989911064506 leaf_count=285 35 2626 230 internal_value=0 -3.58922e-05 0.000206294 internal_weight=0 282.069 44.0976 internal_count=3176 2911 265 is_linear=0 shrinkage=0.000303315 Tree=1724 num_leaves=4 num_cat=0 split_feature=484 1373 123 split_gain=17.6095 18.5083 9.94999 threshold=-0.0048899999999999994 0.09586500000000002 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028553612548759251 4.2388379818034081e-05 -0.00052412679814275922 0.00030060833970655971 leaf_weight=24.356092403177175 290.84577586548403 5.2925006933510295 2.8982310034334651 leaf_count=455 2597 30 14 internal_value=0 3.20695e-05 -0.00022223 internal_weight=0 296.138 27.2543 internal_count=3096 2627 469 is_linear=0 shrinkage=0.000303315 Tree=1725 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=18.7234 23.8022 23.5789 threshold=0.27150500000000005 0.12450000000000001 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.9917075155514042e-06 0.00023634291380915555 -0.00039098254607696078 -0.00038623597188279545 leaf_weight=253.36462015053257 50.437217013910413 6.150795489549636 15.485074607655404 leaf_count=2588 330 25 142 internal_value=0 0.000167519 -2.42748e-05 internal_weight=0 56.588 268.85 internal_count=3085 355 2730 is_linear=0 shrinkage=0.000303315 Tree=1726 num_leaves=4 num_cat=0 split_feature=3 124 0 split_gain=19.3365 16.5728 3.57092 threshold=0.17769000000000004 -1.0000000180025095e-35 -0.14092499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065783748984013827 9.5806409856550253e-05 -0.00014231943742931016 0.0013500222219479604 leaf_weight=38.302713640965521 3.574605347588661 246.09597918903455 16.101220443844795 leaf_count=237 32 2715 114 internal_value=0 -3.43381e-05 0.00112399 internal_weight=0 284.399 19.6758 internal_count=3098 2952 146 is_linear=0 shrinkage=0.00113303 Tree=1727 num_leaves=4 num_cat=0 split_feature=15 15 159 split_gain=17.5908 19.0617 3.35897 threshold=-0.24269999999999997 -0.19631499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011485693125140035 -0.0021938574424607634 -0.00014426787360861303 0.0010245519526295131 leaf_weight=4.8536034822464016 7.1931564137339583 255.22567531792447 23.680263387039304 leaf_count=25 78 2735 213 internal_value=0 -0.000201361 0.000831047 internal_weight=0 262.419 28.5339 internal_count=3051 2813 238 is_linear=0 shrinkage=0.00125096 Tree=1728 num_leaves=4 num_cat=0 split_feature=3 123 12 split_gain=20.1459 17.2695 5.50166 threshold=0.17769000000000004 1.0000000180025095e-35 -0.052409999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.566563854818597e-05 6.5454580481699899e-05 0.00016614443481120889 0.00038362151966056599 leaf_weight=259.60734456079081 7.5129511468112495 40.894186221063137 15.159770103171466 leaf_count=2727 65 245 84 internal_value=0 -1.679e-05 0.000279032 internal_weight=0 300.502 22.6727 internal_count=3121 2972 149 is_linear=0 shrinkage=0.000303315 Tree=1729 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=18.8599 14.5753 2.90473 threshold=0.12856000000000004 0.13582000000000002 -0.040424999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8149363155306233e-05 0.0013166556868915923 -0.0016813585419452001 0.0005903321662470676 leaf_weight=248.3638706789352 14.117890486493705 8.5237701274454576 22.793387461453676 leaf_count=2723 145 41 117 internal_value=0 -8.3713e-05 0.000871279 internal_weight=0 256.888 36.9113 internal_count=3026 2764 262 is_linear=0 shrinkage=0.00125096 Tree=1730 num_leaves=4 num_cat=0 split_feature=1 42 155 split_gain=16.8487 14.644 13.0845 threshold=0.10113500000000002 0.085505000000000012 0.092900000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4614256693348601e-05 0.00041611891391259647 -0.00080322582912235483 -0.0013006494977735473 leaf_weight=127.30240414524451 112.87339745461941 51.636027405038476 6.6971749775111666 leaf_count=1360 679 981 81 internal_value=0 -0.000263891 0.000318835 internal_weight=0 178.938 119.571 internal_count=3101 2341 760 is_linear=0 shrinkage=0.00120238 Tree=1731 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=22.449 16.3029 12.4329 threshold=-0.24269999999999997 -0.19631499999999999 0.11768500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029592914085479609 -0.00045298032473514314 -1.4813897715975919e-05 -0.00022579806551222941 leaf_weight=31.289798177778721 7.9230988696217528 282.11800237186253 4.7674589380621901 leaf_count=244 78 2798 23 internal_value=0 -2.69535e-05 0.000226461 internal_weight=0 290.041 36.0573 internal_count=3143 2876 267 is_linear=0 shrinkage=0.000303315 Tree=1732 num_leaves=4 num_cat=0 split_feature=1213 403 13 split_gain=19.4227 19.0541 4.94113 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.10939499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015608981430694871 -0.00033736177086312626 4.0977490185464279e-05 -0.00036915767027184958 leaf_weight=2.1020597107708481 15.017557758372275 278.06463619833812 17.77176165394485 leaf_count=15 354 2247 453 internal_value=0 2.14699e-05 -0.000313039 internal_weight=0 293.082 19.8738 internal_count=3069 2601 468 is_linear=0 shrinkage=0.000328318 Tree=1733 num_leaves=4 num_cat=0 split_feature=158 160 42 split_gain=16.0227 16.5112 0.183431 threshold=0.11034000000000001 -0.25833999999999996 0.083855000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014651109482283994 -0.0020222026253025127 0.00013628723228014704 -0.0014727552404825422 leaf_weight=11.2302358597517 3.0100842360407096 283.61002429807559 5.9678733558394015 leaf_count=244 33 2722 100 internal_value=0 7.47582e-05 -0.00167961 internal_weight=0 294.84 8.97796 internal_count=3099 2966 133 is_linear=0 shrinkage=0.00130149 Tree=1734 num_leaves=4 num_cat=0 split_feature=150 484 151 split_gain=18.0104 20.617 19.3264 threshold=0.082085000000000019 0.07474500000000002 -0.0068399999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035991360498856744 0.00080882650343663939 0.00049845766311976385 -0.00049860764081737223 leaf_weight=182.22497694101185 50.472374619916081 42.48913801042363 19.176265342161059 leaf_count=2378 270 305 127 internal_value=0 -0.000197445 0.00044863 internal_weight=0 224.714 69.6486 internal_count=3080 2683 397 is_linear=0 shrinkage=0.00111081 Tree=1735 num_leaves=4 num_cat=0 split_feature=376 132 1 split_gain=20.3549 16.3706 2.81278 threshold=0.048375000000000008 0.08018500000000002 0.092770000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021840775554530202 0.00042251618276535407 0.0006410644404823136 0.0011916802295499191 leaf_weight=238.44479479640722 10.692316651344301 36.900265385396779 20.057247256860137 leaf_count=2622 30 320 144 internal_value=0 -0.000103012 0.000926728 internal_weight=0 275.345 30.7496 internal_count=3116 2942 174 is_linear=0 shrinkage=0.00120238 Tree=1736 num_leaves=4 num_cat=0 split_feature=123 3 42 split_gain=21.9195 27.0795 5.66613 threshold=1.0000000180025095e-35 -0.10075499999999998 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011418943619811661 -0.00014572426605681985 -9.6118010417791674e-05 0.0002217555052274338 leaf_weight=74.147246822714806 4.0164237990975371 199.76885529560968 39.572935275733471 leaf_count=413 18 2388 244 internal_value=0 -3.91658e-05 0.000187608 internal_weight=0 273.916 43.5894 internal_count=3063 2801 262 is_linear=0 shrinkage=0.000297367 Tree=1737 num_leaves=4 num_cat=0 split_feature=4 150 11 split_gain=16.7581 22.1124 19.6995 threshold=0.24099500000000004 -1.0000000180025095e-35 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.6960518200637572e-05 -0.00034726442440933684 0.00018081330014977262 -0.00037328998964056666 leaf_weight=232.94545324193314 7.7520420383661977 65.118905566632748 14.467140957713125 leaf_count=2494 37 394 135 internal_value=0 0.00012419 -3.79559e-05 internal_weight=0 72.8709 247.413 internal_count=3060 431 2629 is_linear=0 shrinkage=0.000297367 Tree=1738 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=21.2859 23.9074 22.3227 threshold=1.0000000180025095e-35 0.10812000000000001 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015906413256182252 -0.00019219334789179044 0.00028590472534656376 7.9395617580439907e-05 leaf_weight=79.638976945076138 25.590649517253041 10.185086905956267 205.31090595945716 leaf_count=1540 182 28 1323 internal_value=0 -0.000108316 4.9217e-05 internal_weight=0 89.8241 230.902 internal_count=3073 1568 1505 is_linear=0 shrinkage=0.000274722 Tree=1739 num_leaves=4 num_cat=0 split_feature=12 43 49 split_gain=20.1589 23.0434 20.4443 threshold=0.023990000000000004 -0.048759999999999991 -0.030749999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026060872328932438 0.00013076929340376931 -1.0918455591892875e-05 -0.00015921060751067378 leaf_weight=58.502540644258261 38.952433155849576 107.5490613989532 120.7816454321146 leaf_count=294 196 523 2080 internal_value=0 8.48559e-05 -8.84546e-05 internal_weight=0 166.052 159.734 internal_count=3093 817 2276 is_linear=0 shrinkage=0.000348413 Tree=1740 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=20.3489 20.1328 14.1502 threshold=0.080020000000000022 -0.17157499999999998 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016880579895221936 0.00010766677683475151 -0.00014663898255824645 -5.6918162730899188e-06 leaf_weight=69.510382778942585 36.312044999562204 112.81256970763206 100.26762628927827 leaf_count=435 221 2032 436 internal_value=0 -8.46809e-05 6.5815e-05 internal_weight=0 149.125 169.778 internal_count=3124 2253 871 is_linear=0 shrinkage=0.000297367 Tree=1741 num_leaves=4 num_cat=0 split_feature=123 1 133 split_gain=19.9859 20.2815 10.7976 threshold=1.0000000180025095e-35 0.12263000000000002 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0354366251342876e-05 -0.00025067037942956723 0.00017764784024808697 0.00026063531698975438 leaf_weight=236.84656785707921 4.9744408391416064 38.020070478320122 36.699435118585825 leaf_count=2663 30 211 227 internal_value=0 -4.46092e-05 0.000199095 internal_weight=0 274.867 41.6739 internal_count=3131 2874 257 is_linear=0 shrinkage=0.000328318 Tree=1742 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=18.9438 21.3647 16.9405 threshold=0.27150500000000005 -0.07087499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012080134624732661 -0.00032348117318537129 6.8216820609980709e-05 0.00021998528072137045 leaf_weight=161.10422720666975 6.6338786780834189 100.53263854933903 50.447546202689409 leaf_count=2030 29 682 335 internal_value=0 -4.8174e-05 0.000156315 internal_weight=0 261.637 57.0814 internal_count=3076 2712 364 is_linear=0 shrinkage=0.00032188 Tree=1743 num_leaves=4 num_cat=0 split_feature=123 50 133 split_gain=17.7566 24.1694 12.7129 threshold=1.0000000180025095e-35 0.086500000000000007 -0.08044999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4128289594409281e-06 -0.00026694390372919592 -0.00027889574964084975 0.00024056568929629703 leaf_weight=250.92907380731776 5.0532542169094077 31.029173959046602 38.454053675755858 leaf_count=2303 30 549 235 internal_value=0 -2.68633e-05 0.000181086 internal_weight=0 281.958 43.5073 internal_count=3117 2852 265 is_linear=0 shrinkage=0.000303315 Tree=1744 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=15.3432 27.3947 21.4298 threshold=0.076845000000000011 -0.059114999999999994 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018251045951892883 -0.00018724020093680377 0.00010496769444017466 6.3918425238254569e-05 leaf_weight=62.288268516305834 24.383835487067699 32.369079159572721 205.26359676290303 leaf_count=1384 181 165 1333 internal_value=0 -8.41964e-05 3.71723e-05 internal_weight=0 94.6573 229.647 internal_count=3063 1549 1514 is_linear=0 shrinkage=0.0002538 Tree=1745 num_leaves=4 num_cat=0 split_feature=9 1348 16 split_gain=16.3866 16.4944 0.198641 threshold=-1.0000000180025095e-35 0.084620000000000015 -0.056974999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013198612837377643 -0.0001039286784764358 0.0015110797310997496 0.0017788316339840888 leaf_weight=5.5907886177301407 277.08605435397476 13.591478692367671 7.6835153307765705 leaf_count=56 2918 67 41 internal_value=0 -2.78615e-05 0.00159818 internal_weight=0 290.678 13.2743 internal_count=3082 2985 97 is_linear=0 shrinkage=0.00143696 Tree=1746 num_leaves=4 num_cat=0 split_feature=1213 484 475 split_gain=18.2577 19.5762 15.4206 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.084374999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021555807944289435 -0.00077082653700175357 0.0001886633473519682 -0.0012350217259225942 leaf_weight=1.5661528073251272 26.638106483500451 258.32262743031606 18.29980084951967 leaf_count=4 450 2171 468 internal_value=0 9.87028e-05 -0.000957137 internal_weight=0 284.961 19.866 internal_count=3093 2621 472 is_linear=0 shrinkage=0.00106768 Tree=1747 num_leaves=4 num_cat=0 split_feature=15 472 40 split_gain=17.3949 15.6181 12.5299 threshold=0.084580000000000016 -1.0000000180025095e-35 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012537395656727983 0.00096804208058063484 0.00014250772438581733 -0.00084529273239352374 leaf_weight=8.9830143824219686 4.6205996982753268 251.96468182792887 36.359591817017645 leaf_count=158 17 1948 979 internal_value=0 9.39254e-05 -0.000638755 internal_weight=0 260.948 40.9802 internal_count=3102 2106 996 is_linear=0 shrinkage=0.00104674 Tree=1748 num_leaves=4 num_cat=0 split_feature=484 133 150 split_gain=16.4912 14.7765 11.3612 threshold=-0.0048899999999999994 -0.39935999999999994 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011547036690418154 -0.0014542840742396874 9.8319254399808191e-05 0.00080736371866620474 leaf_weight=23.153621373232458 7.6761530656367531 262.47657040087506 4.2346449121832839 leaf_count=482 156 2420 20 internal_value=0 5.36192e-05 -0.000849286 internal_weight=0 270.153 27.3883 internal_count=3078 2576 502 is_linear=0 shrinkage=0.00111081 Tree=1749 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=16.2818 28.055 22.8847 threshold=1.0000000180025095e-35 -0.059114999999999994 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00091441258373179128 0.00039007814947327022 0.00048143480949094328 -0.00052870954625427481 leaf_weight=55.829644745215774 170.57380957528949 31.062163770198822 48.234019737690687 leaf_count=1419 1216 164 309 internal_value=0 -0.000415446 0.000187374 internal_weight=0 86.8918 218.808 internal_count=3108 1583 1525 is_linear=0 shrinkage=0.0011788 Tree=1750 num_leaves=4 num_cat=0 split_feature=4 150 38 split_gain=25.0321 21.3934 19.0361 threshold=0.27150500000000005 -1.0000000180025095e-35 0.089560000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.5202550090214059e-05 -0.00029904449716776924 0.00023613565131286741 -0.00052609442049788354 leaf_weight=253.30881346855313 6.8468620404601088 50.206621207296848 6.242445455864071 leaf_count=2682 30 325 39 internal_value=0 0.00017145 -3.74711e-05 internal_weight=0 57.0535 259.551 internal_count=3076 355 2721 is_linear=0 shrinkage=0.00028582 Tree=1751 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=20.7282 27.7872 20.7424 threshold=1.0000000180025095e-35 0.086425000000000016 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017776169726556565 9.9813841679008528e-05 -0.00016496791798021105 0.00031009578607795097 leaf_weight=83.762914518360049 179.67348283529282 47.97518740221858 9.1608103066682798 leaf_count=1555 1208 308 25 internal_value=0 4.39595e-05 -0.000129351 internal_weight=0 227.649 92.9237 internal_count=3096 1516 1580 is_linear=0 shrinkage=0.000309381 Tree=1752 num_leaves=4 num_cat=0 split_feature=151 4 4 split_gain=14.2999 16.183 5.67198 threshold=-0.29526499999999994 0.27150500000000005 0.071395000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048504295757819505 -7.9288878216649743e-05 0.00060237669207248998 -0.002230136290167762 leaf_weight=4.5223603844642621 246.11129476036876 49.518421079963446 4.3604290783405304 leaf_count=62 2677 352 19 internal_value=0 3.5076e-05 -0.00135878 internal_weight=0 295.63 8.88279 internal_count=3110 3029 81 is_linear=0 shrinkage=0.00108903 Tree=1753 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=22.6619 29.1625 19.8577 threshold=0.076845000000000011 0.087850000000000025 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017783927808233895 0.00010349683963476769 -0.00015809431221778275 0.00031714766579502365 leaf_weight=81.071727461647242 182.33056680392474 49.833223441615701 8.1082451865077001 leaf_count=1573 1211 322 23 internal_value=0 4.7298e-05 -0.000132494 internal_weight=0 232.164 89.18 internal_count=3129 1533 1596 is_linear=0 shrinkage=0.000303315 Tree=1754 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=22.8173 16.7973 14.4743 threshold=0.080020000000000022 -0.17157499999999998 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012136433414136406 0.00010193575628465332 -0.00014278751697621898 -0.00013805816363413766 leaf_weight=144.30065648816526 36.521100802347064 117.69554692134261 25.050862656906247 leaf_count=697 211 2033 137 internal_value=0 -8.4801e-05 8.29241e-05 internal_weight=0 154.217 169.352 internal_count=3078 2244 834 is_linear=0 shrinkage=0.000315569 Tree=1755 num_leaves=4 num_cat=0 split_feature=1456 403 151 split_gain=15.9235 16.2404 1.78322 threshold=-1.0000000180025095e-35 -0.092224999999999988 -0.013159999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021762129160674435 -0.0012954966093484195 0.0001670227468111852 -0.001541027674623268 leaf_weight=2.1544007342308751 13.960234719328581 272.38396985176951 11.981941529083995 leaf_count=31 375 2424 255 internal_value=0 9.52415e-05 -0.00134263 internal_weight=0 286.344 14.1363 internal_count=3085 2799 286 is_linear=0 shrinkage=0.00132752 Tree=1756 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=19.4831 18.1189 18.0539 threshold=1.0000000180025095e-35 0.26760500000000004 -0.14719499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00095808873645116107 0.00023548854248700666 -0.00068157200346085614 -0.0005907859249257621 leaf_weight=8.3630950748920423 194.00927079096437 24.459032874554396 76.055437041446567 leaf_count=23 1291 225 1550 internal_value=0 0.000132521 -0.000436278 internal_weight=0 218.468 84.4185 internal_count=3089 1516 1573 is_linear=0 shrinkage=0.0010061 Tree=1757 num_leaves=4 num_cat=0 split_feature=39 4 1 split_gain=20.2828 19.6595 13.5438 threshold=0.0047850000000000011 -0.49977499999999991 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015493311371910679 -0.00044725761604139813 -0.00010048499588888531 0.00092115612924135884 leaf_weight=14.281842675060032 13.559417031705378 228.62116360105574 44.75039729475975 leaf_count=127 67 2622 294 internal_value=0 -0.000186347 0.000602697 internal_weight=0 242.903 58.3098 internal_count=3110 2749 361 is_linear=0 shrinkage=0.00120238 Tree=1758 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=19.9751 26.1328 18.2719 threshold=0.10100500000000003 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014101232593572167 0.00016175186142270277 -0.00013336588241444163 -9.5542454127026376e-05 leaf_weight=43.017260383814573 91.674369683489203 144.72395758703351 37.009569060057402 leaf_count=199 588 2132 201 internal_value=0 -7.04509e-05 8.77351e-05 internal_weight=0 187.741 128.684 internal_count=3120 2331 789 is_linear=0 shrinkage=0.000309381 Tree=1759 num_leaves=4 num_cat=0 split_feature=12 3 47 split_gain=18.0925 24.1089 18.3845 threshold=0.080020000000000022 0.10812000000000001 0.080075000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010048109539381889 -0.00012981169191312268 0.00036071652541127961 -0.00014195853471079634 leaf_weight=126.60242077708244 145.98811238724738 9.7319687306880933 37.125624503940344 leaf_count=693 2173 29 163 internal_value=0 -9.89182e-05 4.5448e-05 internal_weight=0 155.72 163.728 internal_count=3058 2202 856 is_linear=0 shrinkage=0.000303315 Tree=1760 num_leaves=4 num_cat=0 split_feature=447 43 52 split_gain=13.5029 16.6517 6.50505 threshold=0.084630000000000011 -0.083844999999999989 -0.010264999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036498257787611227 -0.00013986247783302796 -0.00025920628425607663 0.0012100520198777629 leaf_weight=76.581894065253437 6.3520182128995684 192.69711949070916 16.142481610178947 leaf_count=737 62 2196 71 internal_value=0 -8.16115e-05 0.000830057 internal_weight=0 269.279 22.4945 internal_count=3066 2933 133 is_linear=0 shrinkage=0.00113303 Tree=1761 num_leaves=4 num_cat=0 split_feature=2 31 11 split_gain=23.5122 21.0688 15.2922 threshold=0.099100000000000008 -1.0000000180025095e-35 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029586973995954859 0.00011328315313840877 -0.00010115931480166522 -0.00027793303865226608 leaf_weight=12.075779799371956 125.104484223295 168.02379408013076 9.0044821202754957 leaf_count=84 824 2098 71 internal_value=0 -7.4371e-05 8.68058e-05 internal_weight=0 180.1 134.109 internal_count=3077 2182 895 is_linear=0 shrinkage=0.000291537 Tree=1762 num_leaves=4 num_cat=0 split_feature=159 15 39 split_gain=22.0586 18.5988 9.76017 threshold=-1.0000000180025095e-35 -0.24269999999999997 0.085285000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031739084168545372 0.00025969116327018225 2.1704333378651041e-06 0.00018955097903228238 leaf_weight=24.446149820461873 27.220401952043176 267.67159907519817 3.8144215084612361 leaf_count=471 223 2410 18 internal_value=0 2.60308e-05 -0.000248489 internal_weight=0 294.892 28.2606 internal_count=3122 2633 489 is_linear=0 shrinkage=0.000297367 Tree=1763 num_leaves=4 num_cat=0 split_feature=123 1348 133 split_gain=18.6141 18.3069 9.30189 threshold=1.0000000180025095e-35 0.084895000000000012 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019733917108409799 -0.00069906028745177228 0.0011652634383307518 0.0009181553207441561 leaf_weight=245.60787446703762 5.1768507249653331 13.234359990805386 34.458611099049449 leaf_count=2774 33 63 235 internal_value=0 -0.000127197 0.000705554 internal_weight=0 258.842 39.6355 internal_count=3105 2837 268 is_linear=0 shrinkage=0.00113303 Tree=1764 num_leaves=4 num_cat=0 split_feature=4 48 52 split_gain=17.3661 20.5017 16.2756 threshold=0.27150500000000005 0.12370000000000002 -0.048794999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.6878892590044398e-05 0.00022082008065856746 -0.00040339514409820822 -9.432742290585757e-05 leaf_weight=115.51823351159692 48.914045110344887 5.268039494752883 150.94624342396855 leaf_count=891 343 22 1874 internal_value=0 0.000159422 -2.87798e-05 internal_weight=0 54.1821 266.464 internal_count=3130 365 2765 is_linear=0 shrinkage=0.000303315 Tree=1765 num_leaves=3 num_cat=0 split_feature=160 123 split_gain=15.6328 15.2762 threshold=-0.40187499999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0014315752629595678 -6.0511799097072737e-05 0.00076258175344499511 leaf_weight=10.986226145178078 248.4926791083999 39.162131378427148 leaf_count=250 2579 264 internal_value=0 5.17996e-05 internal_weight=0 287.655 internal_count=3093 2843 is_linear=0 shrinkage=0.00122643 Tree=1766 num_leaves=4 num_cat=0 split_feature=1 12 4 split_gain=19.2264 21.1121 6.41132 threshold=0.121715 0.084045000000000022 0.24099500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7396454781176481e-05 8.0010099480499835e-05 -0.00013165895499127811 0.00030934815721137595 leaf_weight=143.85021049249917 28.012928418815136 120.33688644319773 21.458755929023027 leaf_count=781 129 2003 180 internal_value=0 -3.41843e-05 0.000179961 internal_weight=0 264.187 49.4717 internal_count=3093 2784 309 is_linear=0 shrinkage=0.000315569 Tree=1767 num_leaves=4 num_cat=0 split_feature=15 38 52 split_gain=19.3491 19.6112 3.32672 threshold=-0.24269999999999997 0.10208000000000002 0.12469000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026493986025672887 -1.0861793803600673e-05 -0.00057398600384029653 1.6904805708617078e-06 leaf_weight=26.537033082917336 284.06381255574524 5.46419384330511 5.0509146973490706 leaf_count=207 2824 37 36 internal_value=0 -2.17073e-05 0.000223001 internal_weight=0 289.528 31.5879 internal_count=3104 2861 243 is_linear=0 shrinkage=0.000297367 Tree=1768 num_leaves=4 num_cat=0 split_feature=1456 14 12 split_gain=15.6536 15.4259 3.46465 threshold=1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.5393676081980238e-05 0.0003513544797181226 -0.0013952791708045577 -0.0014264255465244423 leaf_weight=276.0095150610432 1.4273006673902262 8.737707067281006 11.036161812953649 leaf_count=2704 10 92 268 internal_value=0 2.00409e-05 -0.00122152 internal_weight=0 284.747 12.4635 internal_count=3074 2796 278 is_linear=0 shrinkage=0.00108903 Tree=1769 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=16.9767 20.6077 14.3584 threshold=0.27150500000000005 0.080455000000000013 0.12450000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.8356166234476795e-06 0.00022039344989244002 -0.00038491262840726644 -0.00029715262427885758 leaf_weight=245.63704581791535 51.599954310804605 15.61446834169328 6.1244226694107047 leaf_count=2571 345 137 25 internal_value=0 -2.77072e-05 0.000165014 internal_weight=0 261.252 57.7244 internal_count=3078 2708 370 is_linear=0 shrinkage=0.00032188 Tree=1770 num_leaves=4 num_cat=0 split_feature=4 482 1 split_gain=17.173 14.4644 3.36633 threshold=-0.49367499999999992 0.10611500000000001 0.10335000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013662950907611729 9.5566847142166257e-05 -0.0015820831785898774 -0.00015802603667760105 leaf_weight=13.48484491556883 281.79786057444289 6.6437547942623487 3.8245231993496409 leaf_count=100 2903 97 45 internal_value=0 5.63262e-05 -0.00110206 internal_weight=0 288.442 17.3094 internal_count=3145 3000 145 is_linear=0 shrinkage=0.00113303 Tree=1771 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=19.0117 26.0332 13.554 threshold=-0.10462499999999998 0.055555000000000007 -0.14197999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.1721517993783852e-05 -7.7606772331547121e-05 0.00013336683665884751 0.00022685193032748348 leaf_weight=15.366690415889023 204.51075042178854 53.419932642951608 38.564787087962031 leaf_count=99 2410 310 219 internal_value=0 -3.38732e-05 0.000141807 internal_weight=0 257.931 53.9315 internal_count=3038 2720 318 is_linear=0 shrinkage=0.000269335 Tree=1772 num_leaves=4 num_cat=0 split_feature=376 4 1 split_gain=18.4416 19.9439 3.30652 threshold=1.0000000180025095e-35 0.27150500000000005 0.086100000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.5550370282650767e-05 2.9130436513656873e-05 0.00016747403338972732 0.00033653218035726039 leaf_weight=231.66970526101068 5.5667020082473782 52.155842015519738 21.756101092323661 leaf_count=2584 18 319 136 internal_value=0 -3.08437e-05 0.000274277 internal_weight=0 283.826 27.3228 internal_count=3057 2903 154 is_linear=0 shrinkage=0.000355382 Tree=1773 num_leaves=4 num_cat=0 split_feature=4 151 0 split_gain=18.0228 17.9978 15.7255 threshold=0.27150500000000005 -0.22288499999999997 -0.10783 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028619052661915906 -0.0014788113943437196 0.00085777905002717449 -0.00037137357646905601 leaf_weight=75.558641032315791 5.2189833000302306 45.541423948481679 172.26982352230698 leaf_count=386 25 321 2333 internal_value=0 0.000614814 -0.000170855 internal_weight=0 50.7604 247.828 internal_count=3065 346 2719 is_linear=0 shrinkage=0.00120238 Tree=1774 num_leaves=4 num_cat=0 split_feature=12 16 157 split_gain=20.4421 24.6268 18.4978 threshold=0.083325000000000024 -0.24404999999999996 -0.07692499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0009908889500006143 0.00046501476332002668 -0.00060561302761387025 5.5802121282496726e-05 leaf_weight=27.835940299555659 31.073890840634704 96.09951095841825 135.93688046280295 leaf_count=112 181 1953 796 internal_value=0 -0.000343834 0.000215304 internal_weight=0 127.173 163.773 internal_count=3042 2134 908 is_linear=0 shrinkage=0.00104674 Tree=1775 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=21.8595 23.9992 5.36449 threshold=-0.17030499999999998 0.0047850000000000011 -0.054684999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.3533379065595983e-06 -7.4217119713529777e-05 0.00011952257952589861 0.00026641899186270209 leaf_weight=7.3193731345236328 228.31995341880247 58.092123730108142 23.408867835998535 leaf_count=59 2601 337 113 internal_value=0 -3.48901e-05 0.000203756 internal_weight=0 286.412 30.7282 internal_count=3110 2938 172 is_linear=0 shrinkage=0.000269335 Tree=1776 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=18.7465 21.5222 13.9873 threshold=0.10423500000000001 -0.11471499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1409316783288395e-05 0.00015037941222947578 -0.00011142344201864154 -5.6141837288232918e-05 leaf_weight=57.503406599164009 83.184149533510208 143.08053172798827 37.203190442174673 leaf_count=273 515 2109 194 internal_value=0 -5.32568e-05 8.65655e-05 internal_weight=0 200.584 120.387 internal_count=3091 2382 709 is_linear=0 shrinkage=0.000280216 Tree=1777 num_leaves=4 num_cat=0 split_feature=4 150 11 split_gain=22.2391 21.7567 18.1409 threshold=0.28122000000000008 -1.0000000180025095e-35 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.0174233113324363e-05 -0.00041079147641856788 0.00025660422414951943 -0.0003737294864614351 leaf_weight=254.99032562691718 5.5584864765405646 47.718266941606998 15.867484617978333 leaf_count=2620 24 316 139 internal_value=0 0.000186258 -4.10322e-05 internal_weight=0 53.2768 270.858 internal_count=3099 340 2759 is_linear=0 shrinkage=0.00032188 Tree=1778 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=20.3681 27.3817 14.7535 threshold=0.0047850000000000011 -0.24426999999999996 0.086230000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023749525386393026 -0.00010379255985099268 -6.4783348756803554e-05 0.00019906227652269045 leaf_weight=22.83684348501265 14.486539002507923 233.50781011162326 48.664328603073955 leaf_count=131 69 2594 302 internal_value=0 -3.77625e-05 0.000129528 internal_weight=0 256.345 63.1509 internal_count=3096 2725 371 is_linear=0 shrinkage=0.000264054 Tree=1779 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=22.1781 19.134 14.9724 threshold=0.10060500000000001 -0.23098999999999997 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032722910907340277 -0.00034335845544352029 -9.5943009721200949e-05 0.00012127560660954556 leaf_weight=11.218160254880784 7.1868481729179612 175.52002794295549 130.06774539686739 leaf_count=41 97 2249 707 internal_value=0 -7.03404e-05 9.66867e-05 internal_weight=0 186.738 137.255 internal_count=3094 2290 804 is_linear=0 shrinkage=0.000315569 Tree=1780 num_leaves=4 num_cat=0 split_feature=376 2 3 split_gain=15.121 17.2498 2.73782 threshold=0.048375000000000008 0.153865 -0.0086749999999999969 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000157223520451719 0.0010908421801373888 0.0011071372407452109 0.00035955007249835285 leaf_weight=254.35483040567487 16.993350561708215 15.165842747315763 11.650612967088817 leaf_count=2798 89 100 70 internal_value=0 -8.56481e-05 0.000795955 internal_weight=0 269.521 28.644 internal_count=3057 2898 159 is_linear=0 shrinkage=0.00115569 Tree=1781 num_leaves=4 num_cat=0 split_feature=51 0 15 split_gain=16.9625 18.4618 0.280376 threshold=-0.40548499999999993 -0.074479999999999977 -0.040644999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036034519275554528 -4.550588614103252e-05 0.0001152867776211841 -0.0005067246119236455 leaf_weight=5.9015619046986103 196.17511531570926 118.62623728439212 3.5313053317368013 leaf_count=97 2160 845 21 internal_value=0 1.51049e-05 -0.000420445 internal_weight=0 314.801 9.43287 internal_count=3123 3005 118 is_linear=0 shrinkage=0.00032188 Tree=1782 num_leaves=4 num_cat=0 split_feature=457 39 1 split_gain=17.445 22.4475 19.8965 threshold=0.069705000000000003 0.0047850000000000011 0.086100000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003405390783755979 -0.00059895337306980481 0.00058744376219898686 0.0011093188696560394 leaf_weight=201.68569177621976 14.190652791410683 48.555545316077769 36.31832099892199 leaf_count=2549 117 294 156 internal_value=0 -0.000160296 0.000629111 internal_weight=0 250.241 50.509 internal_count=3116 2843 273 is_linear=0 shrinkage=0.00122643 Tree=1783 num_leaves=4 num_cat=0 split_feature=4 147 14 split_gain=20.378 17.7219 0.86861 threshold=0.50609000000000004 0.085900000000000018 -0.46637499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9016436311739848e-05 0.00017092234634296876 0.0001667771632882651 0.00032929831253841003 leaf_weight=257.49828498950228 4.8785575255751636 34.500587541610003 14.001730775460599 leaf_count=2743 39 174 129 internal_value=0 -4.11034e-05 0.000289624 internal_weight=0 291.999 18.8803 internal_count=3085 2917 168 is_linear=0 shrinkage=0.000309381 Tree=1784 num_leaves=4 num_cat=0 split_feature=133 482 4 split_gain=15.3196 13.9692 1.04386 threshold=0.13493500000000003 0.099580000000000016 0.15398500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013375395940214214 -0.0012589148804001832 -0.0015601876646210791 -0.00024753386847540496 leaf_weight=286.94427154446021 11.193389551714061 6.0238097487017503 1.4873232170939434 leaf_count=2663 301 102 23 internal_value=0 9.83415e-05 -0.00114349 internal_weight=0 292.968 12.6807 internal_count=3089 2765 324 is_linear=0 shrinkage=0.00111081 Tree=1785 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=15.5185 19.7116 14.2618 threshold=0.27150500000000005 0.11978500000000002 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.9268602117462483e-05 0.00080899948299579865 -0.0012315854775827588 -0.0013426852267340655 leaf_weight=229.85661888727918 45.337694896385074 7.2423300445079795 12.908045513555406 leaf_count=2631 333 31 128 internal_value=0 0.000525911 -0.000165971 internal_weight=0 52.58 242.765 internal_count=3123 364 2759 is_linear=0 shrinkage=0.00115569 Tree=1786 num_leaves=4 num_cat=0 split_feature=15 457 50 split_gain=18.0147 17.3222 10.4977 threshold=-0.24269999999999997 0.079930000000000015 0.11377500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025340666218082929 -6.0651369802619658e-05 0.00012463175075354133 -0.00018985447549762537 leaf_weight=29.881363872438669 234.19116953900084 49.912871584296227 5.0240305662155142 leaf_count=237 2603 253 23 internal_value=0 -2.80636e-05 0.000189204 internal_weight=0 284.104 34.9054 internal_count=3116 2856 260 is_linear=0 shrinkage=0.00028582 Tree=1787 num_leaves=4 num_cat=0 split_feature=158 155 16 split_gain=13.6576 14.7373 0.338963 threshold=0.10858500000000001 0.083985000000000018 -0.053084999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.4560820132088235e-05 -0.00086212052609783301 -0.0010597843901768806 -0.00138827298909518 leaf_weight=273.43171858601272 2.7392219547182322 13.104843004606662 6.8124794829636794 leaf_count=2726 42 198 112 internal_value=0 4.13731e-05 -0.00124912 internal_weight=0 286.537 9.5517 internal_count=3078 2924 154 is_linear=0 shrinkage=0.00106768 Tree=1788 num_leaves=4 num_cat=0 split_feature=4 150 11 split_gain=17.9158 22.2007 20.1869 threshold=0.27150500000000005 -1.0000000180025095e-35 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.7176347992236484e-05 -0.000382713788685346 0.00023614958750496198 -0.00040762504179964225 leaf_weight=251.29510258603841 6.7316623181104651 49.452524550259113 14.400380270555614 leaf_count=2626 30 331 135 internal_value=0 0.000161387 -3.8501e-05 internal_weight=0 56.1842 265.695 internal_count=3122 361 2761 is_linear=0 shrinkage=0.00032188 Tree=1789 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=21.3937 22.8552 21.3866 threshold=1.0000000180025095e-35 -0.074179999999999982 0.075600000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028084851226407024 9.6112331501508878e-05 5.7325623323338492e-05 -0.00017099057287103589 leaf_weight=52.203712042886764 182.83175276685506 36.567500405944884 39.137774294242263 leaf_count=1213 1189 326 305 internal_value=0 -0.000141648 4.89542e-05 internal_weight=0 88.7712 221.97 internal_count=3033 1539 1494 is_linear=0 shrinkage=0.000328318 Tree=1790 num_leaves=4 num_cat=0 split_feature=1456 42 3 split_gain=16.7515 14.457 2.32176 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035710554609922924 -0.00049807033475622901 0.00016339027590594638 -0.001312213608764807 leaf_weight=1.1132927834987629 51.5944888968952 236.04161635320634 13.730960044078527 leaf_count=5 807 2013 295 internal_value=0 4.45937e-05 -0.00118528 internal_weight=0 287.636 14.8443 internal_count=3120 2820 300 is_linear=0 shrinkage=0.00113303 Tree=1791 num_leaves=4 num_cat=0 split_feature=1456 133 49 split_gain=13.1822 13.3543 3.4448 threshold=-1.0000000180025095e-35 0.13493500000000003 -0.056454999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037964280275696092 4.2385948125397232e-05 -0.0011623833670579926 -0.0013223603664561626 leaf_weight=1.7536900453269471 269.32144887233153 12.763678428716956 13.214140049647538 leaf_count=11 2490 322 283 internal_value=0 -1.25666e-05 -0.00112161 internal_weight=0 282.085 14.9678 internal_count=3106 2812 294 is_linear=0 shrinkage=0.00115569 Tree=1792 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=18.1727 16.8309 threshold=-0.25833999999999996 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038154168236525512 -0.00032397975690315605 3.5956264741914981e-05 leaf_weight=12.649922438897191 14.609144468791781 287.39695159951225 leaf_count=275 279 2542 internal_value=0 1.84312e-05 internal_weight=0 302.006 internal_count=3096 2821 is_linear=0 shrinkage=0.000328318 Tree=1793 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=16.6103 37.8904 33.0368 threshold=-0.12468999999999998 -0.074654999999999985 0.12933000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0006052933561601911 -0.00071429477712666475 0.0002546470762790421 -0.0017546850602672816 leaf_weight=84.95205563493073 93.898699938785285 115.32587876776233 8.2554199919104558 leaf_count=413 1717 949 35 internal_value=0 -0.000180358 0.000394415 internal_weight=0 209.225 93.2075 internal_count=3114 2666 448 is_linear=0 shrinkage=0.00113303 Tree=1794 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=19.4547 29.6299 20.4728 threshold=1.0000000180025095e-35 -0.06951499999999998 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025632321575064769 9.3250178109798831e-05 9.3753891862603946e-05 -0.00012666151452865281 leaf_weight=53.47349289432168 179.08366495463997 35.493427788838744 47.215473683550954 leaf_count=1331 1224 254 308 internal_value=0 -0.000116717 4.73274e-05 internal_weight=0 88.9669 226.299 internal_count=3117 1585 1532 is_linear=0 shrinkage=0.000297367 Tree=1795 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=18.5315 18.9848 15.8032 threshold=0.10437000000000002 -0.13112499999999996 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2988325549419939e-05 0.00016251566625423016 -0.00011376577600621213 -7.7895141082878587e-05 leaf_weight=53.817926293238997 82.07586813531816 144.49780620867386 34.176367226988077 leaf_count=259 517 2123 181 internal_value=0 -5.76371e-05 9.18316e-05 internal_weight=0 198.316 116.252 internal_count=3080 2382 698 is_linear=0 shrinkage=0.000297367 Tree=1796 num_leaves=4 num_cat=0 split_feature=1 151 42 split_gain=21.1459 13.0144 12.7915 threshold=0.10384000000000002 -0.29526499999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021554679400938089 -0.00034715399885112161 0.0001044225384292263 -3.2467688772472711e-05 leaf_weight=38.727721022907645 5.3556970730423918 113.96717566996813 158.30949729075655 leaf_count=742 24 689 1640 internal_value=0 8.38475e-05 -6.85539e-05 internal_weight=0 119.323 197.037 internal_count=3095 713 2382 is_linear=0 shrinkage=0.00028582 Tree=1797 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=20.8567 17.7005 16.7789 threshold=0.023990000000000004 -0.15336499999999997 -0.042829999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002289570803831585 0.00010701484570212046 -0.0001411890206345231 1.3286912727008657e-05 leaf_weight=56.651030149310827 40.042459770105779 115.14054776355624 109.46086549013853 leaf_count=306 242 2014 532 internal_value=0 -7.71131e-05 8.6944e-05 internal_weight=0 155.183 166.112 internal_count=3094 2256 838 is_linear=0 shrinkage=0.00032188 Tree=1798 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=13.8125 27.0173 23.3968 threshold=1.0000000180025095e-35 -0.074179999999999982 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010603893656724529 0.00038225474937463705 0.00038622131630217023 -0.00065115548026607739 leaf_weight=48.695867060683668 171.58708575833589 36.838754423428327 44.915316635742784 leaf_count=1236 1228 343 301 internal_value=0 -0.000437661 0.000167639 internal_weight=0 85.5346 216.502 internal_count=3108 1579 1529 is_linear=0 shrinkage=0.00127598 Tree=1799 num_leaves=4 num_cat=0 split_feature=12 49 3 split_gain=19.5838 26.8539 18.9423 threshold=0.080020000000000022 -0.030749999999999996 -0.015559999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024198736618329071 0.00014164613290017678 -0.00016095911623280313 7.7900859512920736e-06 leaf_weight=44.921259989961982 37.550791068002582 110.22894289484248 124.32388676516712 leaf_count=204 190 2037 663 internal_value=0 -8.40182e-05 7.00699e-05 internal_weight=0 147.78 169.245 internal_count=3094 2227 867 is_linear=0 shrinkage=0.000309381 Tree=1800 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=15.6719 16.838 threshold=0.089560000000000015 -0.080564999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00090947691663158334 -0.0016051711270735516 -3.5803861078487433e-05 leaf_weight=30.236931629478931 8.2809941219165903 266.11355974012986 leaf_count=180 58 2842 internal_value=0 6.09511e-05 internal_weight=0 296.35 internal_count=3080 3022 is_linear=0 shrinkage=0.00120238 Tree=1801 num_leaves=4 num_cat=0 split_feature=3 50 0 split_gain=19.002 20.9745 7.12526 threshold=0.17769000000000004 0.086500000000000007 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1121728764189261e-06 7.6007571632920231e-05 -0.00026744238637178911 0.00043142159408089068 leaf_weight=253.15641651209444 10.842066563665869 34.981195107568055 11.674530319869517 leaf_count=2347 77 566 74 internal_value=0 -3.8809e-05 0.000261508 internal_weight=0 288.138 22.5166 internal_count=3064 2913 151 is_linear=0 shrinkage=0.000315569 Tree=1802 num_leaves=4 num_cat=0 split_feature=15 13 155 split_gain=15.291 18.7143 15.2878 threshold=0.084050000000000014 -0.24921999999999997 0.088505000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016492128761782878 0.0023618415647340407 -0.00070399022874365177 -0.0010619730505450856 leaf_weight=248.28762674657628 2.1019317395985118 40.846491958480328 11.066092618741093 leaf_count=1869 9 1043 195 internal_value=0 -0.000548195 0.000112137 internal_weight=0 42.9484 259.354 internal_count=3116 1052 2064 is_linear=0 shrinkage=0.00102622 Tree=1803 num_leaves=4 num_cat=0 split_feature=52 52 42 split_gain=16.762 20.1182 8.41077 threshold=-0.24600999999999998 -0.048794999999999991 0.091785000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013954926106179209 0.00046860405016902384 -0.00018411102790296652 0.00028721753502715055 leaf_weight=16.369213904254142 90.959327465854585 181.19739673426375 4.9169686930254093 leaf_count=271 591 2169 77 internal_value=0 3.41403e-05 -0.00100733 internal_weight=0 272.157 21.2862 internal_count=3108 2760 348 is_linear=0 shrinkage=0.00113303 Tree=1804 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=15.1929 23.3591 threshold=-0.42985499999999993 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0013047598971747457 0.00048231314113116372 -0.00023123853709748699 leaf_weight=12.807278766762463 104.10843073064461 182.31087876623496 leaf_count=284 667 2176 internal_value=0 2.82122e-05 internal_weight=0 286.419 internal_count=3127 2843 is_linear=0 shrinkage=0.00120238 Tree=1805 num_leaves=4 num_cat=0 split_feature=4 150 11 split_gain=21.4817 21.8729 17.4357 threshold=0.27150500000000005 -1.0000000180025095e-35 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.329958823148039e-05 -0.00035561635662082825 0.00019842027850331103 -0.00036356116745238072 leaf_weight=248.57789098890498 6.5621140375733367 45.814314337447286 15.627729272469876 leaf_count=2572 29 330 136 internal_value=0 0.000128396 -7.17978e-05 internal_weight=0 52.3764 264.206 internal_count=3067 359 2708 is_linear=0 shrinkage=0.00028582 Tree=1806 num_leaves=4 num_cat=0 split_feature=4 158 14 split_gain=15.392 13.1295 0.438281 threshold=0.50652000000000019 0.11015500000000002 -0.46226499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8464358308043065e-05 0.00075776633091859699 -0.0014625832619882262 0.0012738099174670078 leaf_weight=271.56556575000286 3.7808614056557408 9.3055577953346056 11.841476321220396 leaf_count=2764 36 137 118 internal_value=0 -6.68733e-05 0.0011552 internal_weight=0 280.871 15.6223 internal_count=3055 2901 154 is_linear=0 shrinkage=0.00120238 Tree=1807 num_leaves=4 num_cat=0 split_feature=52 447 52 split_gain=15.0517 27.4185 14.8699 threshold=-0.048794999999999991 0.084630000000000011 -0.42985499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00094897372429702956 -0.00040146325239912625 0.0013372523039075911 0.00050390312661654634 leaf_weight=12.812037445604799 166.54144137958065 16.092595623806119 102.27124688914046 leaf_count=269 2083 69 658 internal_value=0 -0.000247533 0.000341392 internal_weight=0 182.634 115.083 internal_count=3079 2152 927 is_linear=0 shrinkage=0.00127598 Tree=1808 num_leaves=4 num_cat=0 split_feature=13 123 12 split_gain=16.7226 15.7997 10.6554 threshold=-0.17030499999999998 1.0000000180025095e-35 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044972867863895242 -0.00028735849566403909 0.00068907134443520679 0.0013925156795700966 leaf_weight=7.4614353571087149 233.89653371274471 33.261276986449957 20.801653416827321 leaf_count=64 2664 238 108 internal_value=0 -0.000165555 0.000906309 internal_weight=0 267.158 28.2631 internal_count=3074 2902 172 is_linear=0 shrinkage=0.00132752 Tree=1809 num_leaves=4 num_cat=0 split_feature=14 0 51 split_gain=12.8688 15.1397 1.01177 threshold=0.077685000000000018 -0.10726999999999999 -0.042309999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043536112442744631 -0.0019690664095646025 -0.00015119596785738551 -0.0010682760503338763 leaf_weight=101.89373015612364 3.4340844769030809 188.39630954246968 5.3985627926886064 leaf_count=479 31 2522 69 internal_value=0 5.47779e-05 -0.00143876 internal_weight=0 290.29 8.83265 internal_count=3101 3001 100 is_linear=0 shrinkage=0.00122643 Tree=1810 num_leaves=4 num_cat=0 split_feature=130 484 40 split_gain=15.3891 15.0277 2.14875 threshold=0.079100000000000018 0.11628500000000001 -0.082294999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013328699906198777 9.0630471894941191e-05 -0.0016385463393253994 -0.0013437152102219667 leaf_weight=275.28464852180332 1.6943702958524216 6.9870876367203882 12.805104191880671 leaf_count=2628 12 115 326 internal_value=0 8.87964e-05 -0.00117669 internal_weight=0 282.272 14.4995 internal_count=3081 2743 338 is_linear=0 shrinkage=0.00120238 Tree=1811 num_leaves=4 num_cat=0 split_feature=1213 403 475 split_gain=16.3668 16.9223 11.8948 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.083559999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045148772277883747 -0.00027040974164366244 4.0676820404445721e-05 -0.00031176581698838627 leaf_weight=1.7381133325397993 14.936733498238025 281.68797819130123 18.07880202261731 leaf_count=6 366 2259 445 internal_value=0 2.49157e-05 -0.000242661 internal_weight=0 296.625 19.8169 internal_count=3076 2625 451 is_linear=0 shrinkage=0.00028582 Tree=1812 num_leaves=4 num_cat=0 split_feature=457 1 52 split_gain=15.3821 21.1471 12.7608 threshold=0.079930000000000015 0.11584000000000001 -0.089799999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036003866258081673 -0.00096190556776626335 0.00050089089369340133 0.00085318897332015489 leaf_weight=186.16816194867715 6.9389572348445645 58.616555416956544 43.705351375043392 leaf_count=2406 49 395 212 internal_value=0 -0.000153744 0.000602923 internal_weight=0 244.785 50.6443 internal_count=3062 2801 261 is_linear=0 shrinkage=0.00125096 Tree=1813 num_leaves=4 num_cat=0 split_feature=1 3 51 split_gain=20.2579 19.0934 16.1136 threshold=0.10113500000000002 -0.11550499999999998 -0.40548499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000106936369314173 -0.00039423415242493469 -0.00011829713703658836 0.00010386071890458201 leaf_weight=40.925720261409879 5.6703957170248023 145.18457088619471 123.12650261074305 leaf_count=207 45 2091 735 internal_value=0 -6.87337e-05 8.16083e-05 internal_weight=0 186.11 128.797 internal_count=3078 2298 780 is_linear=0 shrinkage=0.000291537 Tree=1814 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=22.1249 23.9757 17.6689 threshold=0.27150500000000005 0.11978500000000002 0.077165000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.7248782351462064e-05 0.00023029265585801308 -0.00037615101679791568 -0.0003442399653308196 leaf_weight=235.78930041799322 50.864423198625445 6.6952530294656745 17.259373366832733 leaf_count=2526 329 28 163 internal_value=0 0.000159159 -4.90121e-05 internal_weight=0 57.5597 253.049 internal_count=3046 357 2689 is_linear=0 shrinkage=0.000303315 Tree=1815 num_leaves=4 num_cat=0 split_feature=1456 133 12 split_gain=15.7382 16.1169 4.26173 threshold=1.0000000180025095e-35 -0.39935999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016131390754762385 0.00052926022811816957 0.00012544799881735976 -0.0016409348797098433 leaf_weight=8.1468078298494202 1.5112042725086201 277.47387077985331 10.324507165700195 leaf_count=163 9 2691 246 internal_value=0 7.52453e-05 -0.00136148 internal_weight=0 285.621 11.8357 internal_count=3109 2854 255 is_linear=0 shrinkage=0.00122643 Tree=1816 num_leaves=4 num_cat=0 split_feature=123 133 133 split_gain=18.7236 17.1477 12.2013 threshold=1.0000000180025095e-35 0.098810000000000023 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2791277560285038e-05 -0.00022829997326529098 -0.00033116358350642405 0.0002650327657908602 leaf_weight=256.51513320300728 5.9679599069058886 18.70205342117697 36.378918591886759 leaf_count=2382 36 442 231 internal_value=0 -3.45518e-05 0.000195089 internal_weight=0 275.217 42.3469 internal_count=3091 2824 267 is_linear=0 shrinkage=0.00032188 Tree=1817 num_leaves=4 num_cat=0 split_feature=2 31 52 split_gain=18.9503 17.5996 13.951 threshold=0.092120000000000021 -1.0000000180025095e-35 -0.23778499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014946238349289034 -0.00085788953079718379 -0.00049847059751495114 0.00055929274537343699 leaf_weight=10.592170557007192 17.368385706096888 132.68402844015509 139.42662284756079 leaf_count=84 251 1785 991 internal_value=0 -0.000350072 0.000401809 internal_weight=0 143.276 156.795 internal_count=3111 1869 1242 is_linear=0 shrinkage=0.00149501 Tree=1818 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=19.9855 26.8973 23.1196 threshold=0.076845000000000011 -0.074179999999999982 0.077065000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025251467796348891 0.00010217502391186964 7.4069815321915991e-05 -0.0001160931817564015 leaf_weight=52.748222840484232 176.82814771961421 38.50178135279566 56.55043476447463 leaf_count=1246 1153 338 359 internal_value=0 -0.000114795 4.92557e-05 internal_weight=0 91.25 233.379 internal_count=3096 1584 1512 is_linear=0 shrinkage=0.000297367 Tree=1819 num_leaves=4 num_cat=0 split_feature=4 48 0 split_gain=20.0801 20.4679 16.7219 threshold=0.27150500000000005 0.12011000000000001 -0.060269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.4570845706939711e-05 0.00022983662476699121 -0.00033734149924979272 7.8434369090968659e-05 leaf_weight=174.01966950809583 50.323855312541127 6.826186090707778 77.077588202431798 leaf_count=2252 343 29 439 internal_value=0 0.000161564 -4.14533e-05 internal_weight=0 57.15 251.097 internal_count=3063 372 2691 is_linear=0 shrinkage=0.000309381 Tree=1820 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=22.2214 17.5318 17.3672 threshold=0.10423500000000001 -0.23098999999999997 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022831955082781903 0.00013915279535491143 -0.0001156321090223865 -0.00010678137446897827 leaf_weight=12.825108500197528 77.687037751078606 190.49914866406471 33.486927825957537 leaf_count=47 523 2317 175 internal_value=0 -9.38229e-05 6.50416e-05 internal_weight=0 203.324 111.174 internal_count=3062 2364 698 is_linear=0 shrinkage=0.00028582 Tree=1821 num_leaves=4 num_cat=0 split_feature=4 376 1 split_gain=17.5056 15.6692 0.436432 threshold=0.50673000000000001 0.048375000000000008 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.7525811594897533e-05 0.00020725719413912036 0.00019873717732116658 0.00031842594620666651 leaf_weight=265.22994196042418 5.5882051736116436 28.498157236725092 13.181612357497213 leaf_count=2762 26 133 147 internal_value=0 -1.45361e-05 0.000286754 internal_weight=0 293.728 18.7698 internal_count=3068 2895 173 is_linear=0 shrinkage=0.000303315 Tree=1822 num_leaves=4 num_cat=0 split_feature=480 15 3 split_gain=16.4175 16.8187 0.649674 threshold=0.08598500000000002 -0.24269999999999997 0.11535000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0009083068260153258 -0.001261295135775611 -5.5056117533393658e-05 -0.0020172479819689014 leaf_weight=26.582130588591099 7.3390106814913434 259.42791363364086 2.5103072375059128 leaf_count=227 187 2616 12 internal_value=0 3.48004e-05 -0.00147447 internal_weight=0 286.01 9.84932 internal_count=3042 2843 199 is_linear=0 shrinkage=0.00115569 Tree=1823 num_leaves=4 num_cat=0 split_feature=4 11 150 split_gain=22.0163 19.7476 14.2361 threshold=0.27150500000000005 0.080320000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8158569775112454e-05 -0.00026563885284940336 -0.00042193840635154991 0.00022514841020356116 leaf_weight=244.00678350916132 6.5678052753210059 13.267088910564778 50.335540872067213 leaf_count=2595 28 135 338 internal_value=0 -4.86397e-05 0.000168091 internal_weight=0 257.274 56.9033 internal_count=3096 2730 366 is_linear=0 shrinkage=0.000315569 Tree=1824 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=16.6628 25.0221 16.7555 threshold=0.099515000000000006 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014313310862286874 0.00014340191181713862 -0.00011641838354991004 -8.9246006142168309e-05 leaf_weight=40.417350945994258 92.728727482259274 142.80334303202108 36.629457268863916 leaf_count=194 589 2108 202 internal_value=0 -5.91105e-05 7.75044e-05 internal_weight=0 183.221 129.358 internal_count=3093 2302 791 is_linear=0 shrinkage=0.000291537 Tree=1825 num_leaves=3 num_cat=0 split_feature=1456 42 split_gain=19.1442 15.9722 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0012226907164394583 -0.00048737198974762946 0.00018883415949344655 leaf_weight=13.517377930693327 47.935667314566672 232.43157136486843 leaf_count=291 784 1993 internal_value=0 7.30717e-05 internal_weight=0 280.367 internal_count=3068 2777 is_linear=0 shrinkage=0.00106768 Tree=1826 num_leaves=4 num_cat=0 split_feature=1213 484 0 split_gain=18.623 19.7941 3.70649 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.12468999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.3608368105224917e-05 -0.00024367213370228764 3.1857007832950722e-05 -0.00034896213600092843 leaf_weight=3.6917764060199287 26.28940927516669 262.27142274333164 17.099710793700069 leaf_count=25 471 2140 448 internal_value=0 6.67008e-06 -0.000289808 internal_weight=0 288.561 20.7915 internal_count=3084 2611 473 is_linear=0 shrinkage=0.000303315 Tree=1827 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=16.6248 19.8788 19.6326 threshold=0.24099500000000004 0.12796000000000005 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.3554941468240737e-05 0.00086809676317039868 -0.0019019611596662622 -0.0018572507544518957 leaf_weight=211.38226812286302 60.917264310643077 5.5096796900033942 12.735345650464295 leaf_count=2489 416 22 139 internal_value=0 0.000635525 -0.000166357 internal_weight=0 66.4269 224.118 internal_count=3066 438 2628 is_linear=0 shrinkage=0.00140878 Tree=1828 num_leaves=4 num_cat=0 split_feature=133 13 13 split_gain=15.5837 15.1162 0.583983 threshold=-0.39935999999999994 -0.10462499999999998 -0.14847499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0023563055053305278 0.00069400497843774567 -7.4201129525007788e-05 -0.0014295668302060766 leaf_weight=1.6365327984094618 48.17038543894887 235.97537259524688 7.0818745489232224 leaf_count=9 274 2605 170 internal_value=0 5.62526e-05 -0.0016312 internal_weight=0 284.146 8.71841 internal_count=3058 2879 179 is_linear=0 shrinkage=0.00125096 Tree=1829 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=18.6732 20.4156 18.6099 threshold=0.28122000000000008 0.11978500000000002 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.2517019164969668e-05 0.00020423553904794383 -0.00030494813092689198 -0.00032840718124712832 leaf_weight=249.18024151818827 43.956803597509861 6.4617161005735388 15.20426933839917 leaf_count=2629 314 28 147 internal_value=0 0.000138447 -4.02398e-05 internal_weight=0 50.4185 264.385 internal_count=3118 342 2776 is_linear=0 shrinkage=0.000269335 Tree=1830 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=15.6292 22.4865 20.6646 threshold=-0.10075499999999998 0.089075000000000015 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00091484709997460812 -0.0006450091682620705 0.00013333859256877616 -0.00046767345869605346 leaf_weight=48.416557539254427 88.880695817992091 135.08377566654235 22.972602020949125 leaf_count=260 1670 957 162 internal_value=0 -0.000175718 0.000469925 internal_weight=0 223.964 71.3892 internal_count=3049 2627 422 is_linear=0 shrinkage=0.00120238 Tree=1831 num_leaves=4 num_cat=0 split_feature=3 39 16 split_gain=17.7666 15.4563 4.11342 threshold=0.17769000000000004 0.0047850000000000011 -0.24404999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.9680588682012823e-05 0.00044140762318325283 0.00011716041096825808 0.00016308720791009039 leaf_weight=234.72991582611576 7.1100911889225271 56.279691224917769 15.887216655537484 leaf_count=2600 57 338 95 internal_value=0 -2.54486e-05 0.000250857 internal_weight=0 291.01 22.9973 internal_count=3090 2938 152 is_linear=0 shrinkage=0.000303315 Tree=1832 num_leaves=4 num_cat=0 split_feature=159 2 16 split_gain=16.3384 15.3109 7.88399 threshold=-1.0000000180025095e-35 0.097925000000000012 -0.15595499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.2102454506826646e-05 -5.5461668589104066e-05 8.5599762882447431e-05 -0.00031073817513709939 leaf_weight=5.6121129104867604 153.26881089666858 122.17849601339549 22.220395070966333 leaf_count=48 1690 818 449 internal_value=0 7.11746e-06 -0.000231515 internal_weight=0 275.447 27.8325 internal_count=3005 2508 497 is_linear=0 shrinkage=0.000297367 Tree=1833 num_leaves=4 num_cat=0 split_feature=42 39 156 split_gain=18.8277 19.3128 15.8379 threshold=-1.0000000180025095e-35 0.084950000000000012 0.050840000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029368519601155173 -1.569993280139594e-05 0.00024529462758873517 0.00019247454715124154 leaf_weight=42.855756550095975 212.00252734590322 40.972649769857526 9.9514637915417534 leaf_count=770 1952 264 69 internal_value=0 2.66614e-05 -0.000201856 internal_weight=0 252.975 52.8072 internal_count=3055 2216 839 is_linear=0 shrinkage=0.000348413 Tree=1834 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=20.976 19.5884 15.9239 threshold=0.28122000000000008 0.077165000000000025 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0206207631222473e-05 0.00025310360750645971 -0.00037802197717465307 -0.00031695530170380512 leaf_weight=244.21035939734429 44.747812364250422 17.575634341686964 5.8902698159217826 leaf_count=2608 313 169 25 internal_value=0 -4.43804e-05 0.000186241 internal_weight=0 261.786 50.6381 internal_count=3115 2777 338 is_linear=0 shrinkage=0.000328318 Tree=1835 num_leaves=4 num_cat=0 split_feature=0 3 4 split_gain=20.5801 27.5092 18.4719 threshold=-0.060024999999999995 -0.036264999999999992 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00070970881406344239 -0.00063616352140263323 0.00022297737922513165 0.00079664283122843934 leaf_weight=98.897627459373325 18.299292471259832 107.18176815006882 71.921432248316705 leaf_count=1948 145 555 411 internal_value=0 -0.000224762 0.000505601 internal_weight=0 206.079 90.2207 internal_count=3059 2503 556 is_linear=0 shrinkage=0.00127598 Tree=1836 num_leaves=4 num_cat=0 split_feature=376 3 1 split_gain=18.1867 19.1585 2.39059 threshold=0.048375000000000008 -0.10075499999999998 0.086100000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040386514447410011 0.00031441457461729299 -0.00022323158316028187 0.0010410961255389792 leaf_weight=72.522756261751056 6.8213615566492107 201.25754832383245 19.379720229655504 leaf_count=428 19 2531 132 internal_value=0 -5.70202e-05 0.00085405 internal_weight=0 273.78 26.2011 internal_count=3110 2959 151 is_linear=0 shrinkage=0.00104674 Tree=1837 num_leaves=4 num_cat=0 split_feature=1 3 11 split_gain=19.2011 16.7956 14.1257 threshold=0.10100500000000003 0.10274500000000002 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8768224714515686e-05 0.00013049098668412631 0.00025291647411693251 -0.00024621755563884441 leaf_weight=167.73336881771684 118.7402355838567 15.929452944546936 11.691354699432848 leaf_count=2225 712 55 81 internal_value=0 -6.81304e-05 9.65422e-05 internal_weight=0 183.663 130.432 internal_count=3073 2280 793 is_linear=0 shrinkage=0.000328318 Tree=1838 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=18.3417 26.5876 19.8813 threshold=0.089825000000000002 -0.11550499999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015031648596973746 4.4668252373659866e-07 -0.00015946796010357466 0.00022673605382265638 leaf_weight=32.192426271736622 126.82000714726746 101.42475019814447 46.96504127793014 leaf_count=161 841 1783 296 internal_value=0 -8.47681e-05 6.17075e-05 internal_weight=0 133.617 173.785 internal_count=3081 1944 1137 is_linear=0 shrinkage=0.000297367 Tree=1839 num_leaves=4 num_cat=0 split_feature=51 0 15 split_gain=13.8926 14.9042 0.17512 threshold=-0.40548499999999993 -0.074249999999999997 -0.043134999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016245204198815856 -0.00016741542677828689 0.00052290434638557228 -0.0022711051230465025 leaf_weight=5.3033334496431053 183.83656480815262 105.74350839201361 2.6320003867149344 leaf_count=94 2170 831 19 internal_value=0 8.47675e-05 -0.0018676 internal_weight=0 289.58 7.93533 internal_count=3114 3001 113 is_linear=0 shrinkage=0.00146569 Tree=1840 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=18.1012 32.562 22.3313 threshold=1.0000000180025095e-35 -0.074179999999999982 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030343525346325967 9.6953380243831855e-05 8.9633381204439028e-05 -0.00015036268872310664 leaf_weight=48.689212920609862 177.55627780780196 39.44330044137314 47.952390626072884 leaf_count=1212 1199 356 306 internal_value=0 -0.000127629 4.43153e-05 internal_weight=0 88.1325 225.509 internal_count=3073 1568 1505 is_linear=0 shrinkage=0.00032188 Tree=1841 num_leaves=4 num_cat=0 split_feature=160 15 52 split_gain=14.9879 14.0805 0.133046 threshold=-0.40187499999999993 -0.24269999999999997 0.27828000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001070343554086914 0.00085682017764159761 -7.042221302472107e-05 -0.0015606220701939329 leaf_weight=2.3328570746816686 30.979117324575782 257.32904500188306 9.255578860640524 leaf_count=67 262 2612 190 internal_value=0 2.95052e-05 -0.00147311 internal_weight=0 288.308 11.5884 internal_count=3131 2874 257 is_linear=0 shrinkage=0.00130149 Tree=1842 num_leaves=3 num_cat=0 split_feature=1373 1213 split_gain=14.8893 14.232 threshold=0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010321089280324333 -0.0022464083864230286 0.00010188121893455506 leaf_weight=19.193684510421008 4.6584985069930545 270.27297097863629 leaf_count=462 27 2570 internal_value=0 2.63197e-05 internal_weight=0 289.467 internal_count=3059 3032 is_linear=0 shrinkage=0.00127598 Tree=1843 num_leaves=4 num_cat=0 split_feature=123 4 43 split_gain=19.8452 17.7661 6.14974 threshold=1.0000000180025095e-35 0.15164000000000002 -0.040754999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.5216219344375568e-05 0.00025058922397572871 9.7768342158970837e-05 -5.4459928464117746e-06 leaf_weight=205.63653137907386 32.253644013777375 70.381354562938213 11.148206416517494 leaf_count=2451 198 392 63 internal_value=0 -3.10854e-05 0.000184979 internal_weight=0 276.018 43.4019 internal_count=3104 2843 261 is_linear=0 shrinkage=0.000297367 Tree=1844 num_leaves=4 num_cat=0 split_feature=1 42 155 split_gain=18.208 14.7382 12.7791 threshold=0.10100500000000003 0.087005000000000013 0.09198000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2926799136088652e-05 0.00010621899228093112 -0.00020517916217162747 -0.00030013829060727851 leaf_weight=141.16045517707244 120.24165402166545 44.494344223756343 6.8512966632843009 leaf_count=1478 696 830 89 internal_value=0 -5.90982e-05 8.40683e-05 internal_weight=0 185.655 127.093 internal_count=3093 2308 785 is_linear=0 shrinkage=0.000291537 Tree=1845 num_leaves=4 num_cat=0 split_feature=52 1 133 split_gain=19.9041 19.1781 3.86883 threshold=-0.32783999999999996 0.10296000000000001 -0.39935999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047074583127642346 -0.0001693838734103334 0.00041951927819580958 -0.0012647790168566109 leaf_weight=1.6175676649436379 171.18534661689773 106.16321263276041 16.779979554004967 leaf_count=14 2151 640 324 internal_value=0 5.61142e-05 -0.00111026 internal_weight=0 277.349 18.3975 internal_count=3129 2791 338 is_linear=0 shrinkage=0.00108903 Tree=1846 num_leaves=4 num_cat=0 split_feature=123 147 133 split_gain=19.9844 18.6424 10.37 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036878913648709952 -0.0010256457090943999 0.00074526499976207926 0.0010988533942207866 leaf_weight=223.30367299448699 4.9310357682406893 32.762894026935101 34.387458985671401 leaf_count=2682 32 165 242 internal_value=0 -0.000225986 0.000830259 internal_weight=0 256.067 39.3185 internal_count=3121 2847 274 is_linear=0 shrinkage=0.00138116 Tree=1847 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=22.4263 21.7346 19.2956 threshold=0.094655000000000017 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012904791282302629 -0.00029721745658684896 -0.00014031164077417851 0.00011464479797357496 leaf_weight=35.227345386520028 11.234386357478796 125.28992120875046 135.37886617146432 leaf_count=175 137 1955 802 internal_value=0 -8.11489e-05 8.28827e-05 internal_weight=0 160.517 146.613 internal_count=3069 2130 939 is_linear=0 shrinkage=0.000303315 Tree=1848 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=19.5688 22.8481 19.4001 threshold=0.088470000000000007 -0.074179999999999982 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018741793912234426 8.8015350280863651e-06 7.257609472545955e-05 0.00022887466446071367 leaf_weight=77.153387456201017 139.20937382243574 48.666687333025038 47.401304787024856 leaf_count=1443 930 396 290 internal_value=0 -8.68782e-05 6.48064e-05 internal_weight=0 125.82 186.611 internal_count=3059 1839 1220 is_linear=0 shrinkage=0.000297367 Tree=1849 num_leaves=4 num_cat=0 split_feature=128 1429 1 split_gain=16.7941 16.3638 3.14248 threshold=0.081680000000000016 -1.0000000180025095e-35 0.11163000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013097123449143605 -0.0014566685498914823 0.000118319245608382 -0.00010099720392396765 leaf_weight=9.7430119058117253 10.396567746531217 277.45102846203372 2.5344395749270907 leaf_count=148 210 2719 23 internal_value=0 6.9382e-05 -0.00119411 internal_weight=0 287.194 12.931 internal_count=3100 2867 233 is_linear=0 shrinkage=0.00108903 Tree=1850 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=20.2075 29.2479 14.8647 threshold=0.10100500000000003 -0.11550499999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015055626123615013 1.7463002968816696e-05 -0.00012623941474837182 0.00023279056165907236 leaf_weight=39.569749990478158 88.120042650029063 145.69980576261878 37.167136510834098 leaf_count=196 510 2107 253 internal_value=0 -6.70663e-05 8.14919e-05 internal_weight=0 185.27 125.287 internal_count=3066 2303 763 is_linear=0 shrinkage=0.00028582 Tree=1851 num_leaves=4 num_cat=0 split_feature=484 1213 150 split_gain=15.75 15.438 9.89856 threshold=-0.0048899999999999994 -0.082704999999999987 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011703772428652557 -0.0014135242986865384 0.00017672283907854019 0.0012647062643671607 leaf_weight=23.119673674460504 9.8030678527429682 262.09640468563884 2.8506252914667121 leaf_count=468 272 2339 15 internal_value=0 0.00011883 -0.000898809 internal_weight=0 271.899 25.9703 internal_count=3094 2611 483 is_linear=0 shrinkage=0.00125096 Tree=1852 num_leaves=4 num_cat=0 split_feature=160 1213 52 split_gain=15.8435 15.3078 0.118576 threshold=-0.40187499999999993 -1.0000000180025095e-35 0.28122000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011450848906662992 -0.0010867537703039005 0.00016858691009365864 -0.0016290304435736449 leaf_weight=2.5301106204278758 18.969017569441348 267.48797190701589 8.8863264033570868 leaf_count=71 445 2398 183 internal_value=0 8.50668e-05 -0.00153394 internal_weight=0 286.457 11.4164 internal_count=3097 2843 254 is_linear=0 shrinkage=0.00135407 Tree=1853 num_leaves=4 num_cat=0 split_feature=159 15 16 split_gain=15.1215 17.6251 11.5223 threshold=-0.032069999999999994 -0.24269999999999997 -0.15291499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00068972460950774274 0.0010148075635656323 -0.00010308473829155719 -0.0014717476003714227 leaf_weight=4.7576295365579453 24.124588804319501 246.85715528111905 19.107602080795914 leaf_count=35 226 2501 378 internal_value=0 -3.18453e-06 -0.00103964 internal_weight=0 270.982 23.8652 internal_count=3140 2727 413 is_linear=0 shrinkage=0.00125096 Tree=1854 num_leaves=4 num_cat=0 split_feature=123 0 133 split_gain=17.91 19.5049 12.3651 threshold=1.0000000180025095e-35 -0.10726999999999999 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.8444829664899334e-05 -0.00024661303645426757 -9.0705789376042186e-05 0.00023123738724842939 leaf_weight=99.798555887304246 4.9596241042017928 169.78689342131838 35.433606659993529 leaf_count=476 30 2319 233 internal_value=0 -3.17854e-05 0.000172046 internal_weight=0 269.585 40.3932 internal_count=3058 2795 263 is_linear=0 shrinkage=0.00028582 Tree=1855 num_leaves=4 num_cat=0 split_feature=15 14 50 split_gain=16.3229 13.3577 12.8355 threshold=-0.24269999999999997 0.077685000000000018 0.10616500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012889365820006613 -3.3776224815328127e-05 -0.0016490162782940643 -0.0010046216077163209 leaf_weight=24.408775473013524 252.01517072622664 8.5090987198054773 4.6542356293648472 leaf_count=229 2736 96 27 internal_value=0 -8.7218e-05 0.000919194 internal_weight=0 260.524 29.063 internal_count=3088 2832 256 is_linear=0 shrinkage=0.00127598 Tree=1856 num_leaves=4 num_cat=0 split_feature=4 11 47 split_gain=17.0877 24.315 17.4555 threshold=0.27150500000000005 0.080455000000000013 0.11939500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4976623736159314e-05 0.00021625981743467917 -0.00044109178756396159 -0.00038929134068594896 leaf_weight=236.36896270420402 50.191788341850042 14.628113588318227 5.3653255254030219 leaf_count=2569 346 146 22 internal_value=0 -3.99962e-05 0.000157114 internal_weight=0 250.997 55.5571 internal_count=3083 2715 368 is_linear=0 shrinkage=0.00032188 Tree=1857 num_leaves=4 num_cat=0 split_feature=13 132 133 split_gain=15.9567 15.2884 12.943 threshold=-0.090744999999999978 0.08018500000000002 -0.0056849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042012970507904928 -0.00019144688044780934 0.00070392664921392904 0.00073286613552628267 leaf_weight=13.915847170632331 204.05053386418149 24.218890137970448 53.508410716429353 leaf_count=187 2322 236 308 internal_value=0 -9.61512e-05 0.000494595 internal_weight=0 228.269 67.4243 internal_count=3053 2558 495 is_linear=0 shrinkage=0.00106768 Tree=1858 num_leaves=4 num_cat=0 split_feature=13 1 12 split_gain=16.0886 16.5381 6.88352 threshold=-0.17030499999999998 1.0000000180025095e-35 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017286569045854119 -0.00065334151973727047 8.0154806567303078e-05 0.0013235059969858712 leaf_weight=7.3075398132205036 75.132970146369189 193.36298315320164 20.576224099844694 leaf_count=64 1552 1380 107 internal_value=0 -0.000125286 0.000932227 internal_weight=0 268.496 27.8838 internal_count=3103 2932 171 is_linear=0 shrinkage=0.00132752 Tree=1859 num_leaves=4 num_cat=0 split_feature=15 51 13 split_gain=15.1073 15.7129 15.2846 threshold=0.084050000000000014 -0.40548499999999993 0.14953500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034525633262084596 -0.00024046611853612617 2.9668357904847009e-05 0.00016524926180125097 leaf_weight=8.2670443570241314 32.830434451811016 251.50577313173562 8.3820059206336719 leaf_count=108 936 1935 80 internal_value=0 1.75931e-05 -0.000157725 internal_weight=0 259.773 41.2124 internal_count=3059 2043 1016 is_linear=0 shrinkage=0.000269335 Tree=1860 num_leaves=4 num_cat=0 split_feature=484 0 3 split_gain=14.9198 16.1151 1.34605 threshold=0.11628500000000001 -0.074479999999999977 0.097915000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019666268234034472 -0.0015815873945889006 0.00050471613317757888 -0.0030641053613755472 leaf_weight=179.37579594645649 4.0223908754996947 108.43988834414631 2.2353296335786581 leaf_count=2069 95 888 14 internal_value=0 6.76883e-05 -0.00215571 internal_weight=0 287.816 6.25772 internal_count=3066 2957 109 is_linear=0 shrinkage=0.00143696 Tree=1861 num_leaves=4 num_cat=0 split_feature=4 150 11 split_gain=17.5779 21.16 21.1254 threshold=0.27150500000000005 -1.0000000180025095e-35 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.6364369185925372e-05 -0.00035521501209641922 0.00022061635965699866 -0.00039611772578883813 leaf_weight=238.79674030654132 6.9240680932998648 46.621805554255843 15.656327664852141 leaf_count=2582 30 324 146 internal_value=0 0.000145569 -4.92793e-05 internal_weight=0 53.5459 254.453 internal_count=3082 354 2728 is_linear=0 shrinkage=0.000309381 Tree=1862 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=20.8033 19.2652 10.0631 threshold=1.0000000180025095e-35 -0.10939499999999998 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012983682479569958 -0.00020067399037921696 -7.5419257172326651e-05 0.00024097118374003624 leaf_weight=49.112346017733216 5.1241203323006621 226.50233778404072 36.570590669289231 leaf_count=280 31 2562 242 internal_value=0 -3.88064e-05 0.000186303 internal_weight=0 275.615 41.6947 internal_count=3115 2842 273 is_linear=0 shrinkage=0.000297367 Tree=1863 num_leaves=4 num_cat=0 split_feature=12 15 43 split_gain=18.3711 20.5656 17.8379 threshold=0.085845000000000019 0.084580000000000016 -0.088099999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031309157487038609 0.00030900786820600376 -0.0012786838421667071 -0.00069725781333751069 leaf_weight=169.83777068043128 33.964791873004287 11.469689580844713 76.074967237189412 leaf_count=1103 374 210 1408 internal_value=0 0.000211667 -0.000386666 internal_weight=0 181.307 110.04 internal_count=3095 1313 1782 is_linear=0 shrinkage=0.00115569 Tree=1864 num_leaves=4 num_cat=0 split_feature=39 3 42 split_gain=19.6363 19.4103 9.17678 threshold=0.0047850000000000011 0.17769000000000004 -0.0043149999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.9548051404965171e-05 -7.9912728393124913e-05 0.00026440680858988099 0.00020810374451554287 leaf_weight=229.07615900505334 12.129518977366386 17.50141173042357 49.357208145782351 leaf_count=2612 61 126 309 internal_value=0 -3.6445e-05 0.000151245 internal_weight=0 246.578 61.4867 internal_count=3108 2738 370 is_linear=0 shrinkage=0.000297367 Tree=1865 num_leaves=4 num_cat=0 split_feature=123 484 133 split_gain=15.0368 16.4518 10.9709 threshold=1.0000000180025095e-35 -0.0048899999999999994 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010666390858236408 -0.00085975234581400631 1.8168482035909906e-05 0.0010414182043198973 leaf_weight=21.95057039661333 5.0515234470367423 240.81010487116873 29.933676909655333 leaf_count=466 32 2383 218 internal_value=0 -7.28702e-05 0.000765041 internal_weight=0 262.761 34.9852 internal_count=3099 2849 250 is_linear=0 shrinkage=0.00120238 Tree=1866 num_leaves=4 num_cat=0 split_feature=15 1429 1 split_gain=22.8826 14.2679 12.9859 threshold=0.079530000000000017 -1.0000000180025095e-35 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032046740533726625 -0.00027612828170896832 4.5698571593922715e-05 9.3705398839716731e-05 leaf_weight=9.6702769473195058 36.853257237002254 247.79129366623238 10.80117344856262 leaf_count=139 1090 1819 47 internal_value=0 3.1812e-05 -0.00019228 internal_weight=0 257.462 47.6544 internal_count=3095 1958 1137 is_linear=0 shrinkage=0.000297367 Tree=1867 num_leaves=4 num_cat=0 split_feature=3 3 484 split_gain=18.904 21.3502 12.9785 threshold=-0.097724999999999992 -0.055554999999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012133118262653041 -0.00071692802073820209 0.00010805767747651792 0.00071203213694186554 leaf_weight=5.8479730663821092 73.306302119977772 148.07325004693121 69.251545486040413 leaf_count=60 1794 863 386 internal_value=0 -0.000165347 0.000560523 internal_weight=0 221.38 75.0995 internal_count=3103 2657 446 is_linear=0 shrinkage=0.00125096 Tree=1868 num_leaves=4 num_cat=0 split_feature=51 0 4 split_gain=14.7919 22.5759 13.6441 threshold=-0.10433999999999997 -0.07087499999999998 0.10621000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010490916403276909 -0.000128622660498069 0.00055792244580600201 0.0010115809767383352 leaf_weight=23.834184070583436 180.44933253829367 78.157177935354412 4.2320437971502534 leaf_count=294 2188 565 26 internal_value=0 7.90196e-05 -0.000735583 internal_weight=0 258.607 28.0662 internal_count=3073 2753 320 is_linear=0 shrinkage=0.00106768 Tree=1869 num_leaves=4 num_cat=0 split_feature=4 0 1 split_gain=21.7948 17.1624 3.37136 threshold=-0.49977499999999991 -0.063819999999999988 0.095220000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018983449310432303 -6.4937619638575589e-05 0.00067157192706446787 -0.0005673313854761096 leaf_weight=10.201654594391583 207.21960442070849 72.168644102290273 4.8717442452907553 leaf_count=73 2505 470 60 internal_value=0 0.000125503 -0.00147551 internal_weight=0 279.388 15.0734 internal_count=3108 2975 133 is_linear=0 shrinkage=0.00130149 Tree=1870 num_leaves=4 num_cat=0 split_feature=51 1 3 split_gain=13.9576 16.2151 0.13882 threshold=-0.40548499999999993 0.121715 -0.015559999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013914676399009974 -1.7293968649431118e-05 0.0008142870008668524 -0.0019255585613975428 leaf_weight=5.3197355386801064 250.06177994678728 42.891693020239472 2.4323512129485598 leaf_count=97 2712 295 17 internal_value=0 0.000104723 -0.00158408 internal_weight=0 292.953 7.75209 internal_count=3121 3007 114 is_linear=0 shrinkage=0.00125096 Tree=1871 num_leaves=4 num_cat=0 split_feature=40 13 43 split_gain=17.1926 17.0314 6.97236 threshold=-0.074429999999999982 -0.10462499999999998 -0.040754999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011161123943021012 0.0005624308607457602 -0.00037970700682864959 -0.0004321354338483573 leaf_weight=30.174170197919011 46.777450296096504 202.74998656637035 7.0683497935533515 leaf_count=201 304 2569 32 internal_value=0 -0.000202917 0.000821852 internal_weight=0 249.527 37.2425 internal_count=3106 2873 233 is_linear=0 shrinkage=0.00140878 Tree=1872 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=15.1038 18.1636 threshold=-0.52342999999999995 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0021572662198568859 -5.5709725681150145e-05 0.00081538176550797689 leaf_weight=5.0429399786517015 242.01478127017617 48.592568090185523 leaf_count=51 2682 364 internal_value=0 9.02038e-05 internal_weight=0 290.607 internal_count=3097 3046 is_linear=0 shrinkage=0.00130149 Tree=1873 num_leaves=4 num_cat=0 split_feature=123 155 42 split_gain=16.3558 15.4589 7.76881 threshold=1.0000000180025095e-35 0.083500000000000005 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0568973210899069e-06 -0.0001819311157324826 -0.00036634190662828531 0.00024553393586393489 leaf_weight=255.07696757512167 4.7340126857161513 12.326294964179395 34.909099884331226 leaf_count=2624 22 204 247 internal_value=0 -2.28111e-05 0.000194119 internal_weight=0 267.403 39.6431 internal_count=3097 2828 269 is_linear=0 shrinkage=0.000315569 Tree=1874 num_leaves=4 num_cat=0 split_feature=484 42 39 split_gain=20.0701 17.6217 6.4504 threshold=-0.0048899999999999994 -1.0000000180025095e-35 0.085855000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035269892806177638 -0.00015925258431214224 6.1466502486908024e-05 0.00017000861552201037 leaf_weight=22.04237559391186 49.269232502672821 227.14960398059338 2.93958129081875 leaf_count=476 770 1804 17 internal_value=0 2.20767e-05 -0.000290709 internal_weight=0 276.419 24.982 internal_count=3067 2574 493 is_linear=0 shrinkage=0.000334884 Tree=1875 num_leaves=4 num_cat=0 split_feature=52 1 151 split_gain=19.6021 16.5424 7.44578 threshold=0.16579500000000003 0.10100500000000003 -0.065369999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3864740700249581e-05 0.00010058937059427603 9.9576919708922691e-05 -0.00032568909583329995 leaf_weight=173.17491031019017 4.1178612476214793 112.71462726220489 20.960306952707469 leaf_count=2010 33 710 347 internal_value=0 1.27053e-05 -0.000255558 internal_weight=0 285.89 25.0782 internal_count=3100 2720 380 is_linear=0 shrinkage=0.000291537 Tree=1876 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=19.8492 25.5836 17.9229 threshold=0.089825000000000002 -0.074179999999999982 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022865312133123956 0.00011700761447300087 6.4631245874194457e-05 -0.00011844942277808322 leaf_weight=83.130198701284826 125.89045626856387 52.077979984227568 48.0681516751647 leaf_count=1542 859 407 286 internal_value=0 -0.000115729 5.19119e-05 internal_weight=0 135.208 173.959 internal_count=3094 1949 1145 is_linear=0 shrinkage=0.000328318 Tree=1877 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=17.7904 21.4867 8.33128 threshold=-0.24426999999999996 0.0095750000000000019 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.6854034173027319e-05 -7.1292512270609837e-05 0.00016351693676826989 0.00036292475238718135 leaf_weight=7.2971373572945621 220.96788978902623 51.752024002373219 19.671989137306809 leaf_count=57 2556 327 96 internal_value=0 -2.66857e-05 0.000252314 internal_weight=0 272.72 26.9691 internal_count=3036 2883 153 is_linear=0 shrinkage=0.000328318 Tree=1878 num_leaves=4 num_cat=0 split_feature=2 11 31 split_gain=16.0743 16.446 15.3755 threshold=0.092120000000000021 0.088315000000000018 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011759374269482766 0.00038616781221446331 -0.0014116639350709136 -0.00042969445000744472 leaf_weight=10.383954808115957 146.61412460636348 8.6710062120109779 130.32420379389077 leaf_count=92 1139 78 1801 internal_value=0 0.000284833 -0.000310362 internal_weight=0 155.285 140.708 internal_count=3110 1217 1893 is_linear=0 shrinkage=0.00127598 Tree=1879 num_leaves=4 num_cat=0 split_feature=42 39 156 split_gain=15.3829 16.5724 15.208 threshold=-1.0000000180025095e-35 0.0047850000000000011 0.050840000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012643483157914978 -4.2865019215167818e-05 0.0010063388037312522 0.00083596404512285491 leaf_weight=38.216521246824414 201.26198327494785 44.354168461635709 10.575312663801013 leaf_count=770 1970 301 74 internal_value=0 0.000146976 -0.000808248 internal_weight=0 245.616 48.7918 internal_count=3115 2271 844 is_linear=0 shrinkage=0.00155541 Tree=1880 num_leaves=3 num_cat=0 split_feature=1373 42 split_gain=15.176 16.7982 threshold=0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00066902053036009361 -0.0022114265439059587 0.00014184606751151612 leaf_weight=50.448388131335378 5.0407774671912184 234.48376692272723 leaf_count=855 28 2224 internal_value=0 -1.92754e-06 internal_weight=0 284.932 internal_count=3107 3079 is_linear=0 shrinkage=0.00127598 Tree=1881 num_leaves=4 num_cat=0 split_feature=4 484 1 split_gain=16.5819 14.9827 0.279759 threshold=0.50673000000000001 -0.0048899999999999994 0.11584000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002355596399789802 0.00020594716557845009 2.6857097047481516e-06 0.00030527738271821537 leaf_weight=24.406615135725588 4.3835255205631283 263.99198014289141 12.2699514683336 leaf_count=490 23 2464 143 internal_value=0 -1.75601e-05 0.000280682 internal_weight=0 288.399 16.6535 internal_count=3120 2954 166 is_linear=0 shrinkage=0.000291537 Tree=1882 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=18.8298 15.657 8.1714 threshold=-0.17030499999999998 0.0047850000000000011 -0.14574499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.0694863725303352e-05 -5.8334198134594256e-05 0.00013705238836638956 0.00032773449034288597 leaf_weight=6.1967463530600098 222.50696460017934 55.053210911341012 25.697271730750799 leaf_count=39 2550 342 143 internal_value=0 -1.95402e-05 0.000246404 internal_weight=0 277.56 31.894 internal_count=3074 2892 182 is_linear=0 shrinkage=0.000328318 Tree=1883 num_leaves=4 num_cat=0 split_feature=2 38 2 split_gain=14.0881 16.3581 0.965311 threshold=0.14870000000000003 0.10386000000000002 0.16505 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6437850994611091e-06 0.0001496640093778427 -0.00049624275697267891 0.00028583776685391695 leaf_weight=284.4833121127449 7.1518386900424984 5.5040188338607541 12.358401611447333 leaf_count=2920 52 37 80 internal_value=0 -1.31813e-05 0.00023706 internal_weight=0 289.987 19.5102 internal_count=3089 2957 132 is_linear=0 shrinkage=0.00028582 Tree=1884 num_leaves=4 num_cat=0 split_feature=4 0 47 split_gain=21.7467 21.954 21.1519 threshold=0.29587000000000002 -0.13625999999999996 0.11861000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010572509026973972 0.00025356741446130887 -0.00010871148485329595 -0.00042072379823858999 leaf_weight=66.785741979256272 44.031312745064497 189.81953910645097 5.3088340014219275 leaf_count=306 315 2466 22 internal_value=0 -5.28791e-05 0.000180228 internal_weight=0 256.605 49.3401 internal_count=3109 2772 337 is_linear=0 shrinkage=0.00032188 Tree=1885 num_leaves=4 num_cat=0 split_feature=15 472 1 split_gain=21.5473 14.0301 12.6357 threshold=0.084050000000000014 -1.0000000180025095e-35 0.12263000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035901954754136926 -0.00026794158533366723 4.9617048684957679e-05 0.00012868085089820039 leaf_weight=7.8582141469232729 36.466676503885537 257.29091351339594 9.1881530322134477 leaf_count=142 1028 1896 35 internal_value=0 3.73599e-05 -0.000188001 internal_weight=0 265.149 45.6548 internal_count=3101 2038 1063 is_linear=0 shrinkage=0.000303315 Tree=1886 num_leaves=4 num_cat=0 split_feature=12 1 15 split_gain=13.487 16.1608 15.8825 threshold=0.085945000000000008 0.12545500000000001 0.084725000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033059111482250906 -0.0005270515381788209 0.0010382338064200709 -0.0011845261433401596 leaf_weight=173.78240336943418 96.850547033362091 12.522914696484802 12.457410052418707 leaf_count=1127 1706 68 207 internal_value=0 -0.000346953 0.000228595 internal_weight=0 109.373 186.24 internal_count=3108 1774 1334 is_linear=0 shrinkage=0.00130149 Tree=1887 num_leaves=4 num_cat=0 split_feature=1213 159 49 split_gain=21.7509 14.88 1.83611 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.080639999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.8188008579896077e-06 -0.00018106744731795704 4.1032189388227163e-05 -0.00034036509430780383 leaf_weight=1.5550380386412168 29.731426211073995 251.15222878102213 17.180406275205314 leaf_count=8 450 2156 457 internal_value=0 1.74602e-05 -0.000312532 internal_weight=0 280.884 18.7354 internal_count=3071 2606 465 is_linear=0 shrinkage=0.000297367 Tree=1888 num_leaves=4 num_cat=0 split_feature=123 133 3 split_gain=17.7294 15.2195 14.2455 threshold=1.0000000180025095e-35 -0.0019149999999999998 -0.10075499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.6311715234622311e-05 -0.00026763943448156609 0.00022645388275520462 -8.3946789219420365e-05 leaf_weight=70.599704751744866 5.8330416083335868 35.978839779272676 190.17672747327015 leaf_count=427 34 240 2394 internal_value=0 0.000156994 -4.32565e-05 internal_weight=0 41.8119 260.776 internal_count=3095 274 2821 is_linear=0 shrinkage=0.00028582 Tree=1889 num_leaves=4 num_cat=0 split_feature=1 46 13 split_gain=19.4119 17.4984 6.61639 threshold=0.12856000000000004 0.084955000000000017 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0480705134319888e-05 0.0003718176867853477 -0.00066961202300679676 0.00010159660177812314 leaf_weight=262.31446975981817 15.137292766943572 4.0899445675313464 22.403665278106928 leaf_count=2772 140 28 120 internal_value=0 -3.07236e-05 0.000211337 internal_weight=0 266.404 37.541 internal_count=3060 2800 260 is_linear=0 shrinkage=0.000315569 Tree=1890 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=16.0301 17.7196 16.0284 threshold=0.24099500000000004 0.080455000000000013 0.12450000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.290178899250207e-05 0.00017898248970437441 -0.00037419492478715723 -0.00032498860596692964 leaf_weight=222.33788604754955 62.929995829239488 13.120817124843596 6.2922431677579871 leaf_count=2500 410 131 27 internal_value=0 -3.3203e-05 0.000132721 internal_weight=0 235.459 69.2222 internal_count=3068 2631 437 is_linear=0 shrinkage=0.000303315 Tree=1891 num_leaves=4 num_cat=0 split_feature=31 2 1 split_gain=15.2128 20.688 0.291444 threshold=-1.0000000180025095e-35 0.089835000000000012 0.10449000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017162437670190588 -0.00057243727335175255 0.00015294287262837067 0.0011989732071435442 leaf_weight=4.1961905211210233 110.79186840378679 166.62733197631314 6.8994891680777073 leaf_count=17 1594 1382 71 internal_value=0 -0.000136864 0.00140979 internal_weight=0 277.419 11.0957 internal_count=3064 2976 88 is_linear=0 shrinkage=0.00130149 Tree=1892 num_leaves=4 num_cat=0 split_feature=1456 52 3 split_gain=14.8321 12.9877 1.71683 threshold=-1.0000000180025095e-35 -0.41845999999999994 -0.15288999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.9330702801507531e-05 -0.0012723486031165757 0.00012763092423631118 -0.0015803110139266726 leaf_weight=1.3770691901445378 13.751721486914901 255.97463104734197 12.738180586136876 leaf_count=8 264 2503 287 internal_value=0 5.57561e-05 -0.00142009 internal_weight=0 269.726 14.1152 internal_count=3062 2767 295 is_linear=0 shrinkage=0.00140878 Tree=1893 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=19.2899 22.4682 21.2326 threshold=1.0000000180025095e-35 -0.074179999999999982 -0.35377499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026154089583797769 -0.00024976830789406786 7.0577400870543613e-05 9.3883753276416092e-05 leaf_weight=50.854204289149493 21.290097888559103 38.508109079673886 205.41575437132269 leaf_count=1220 170 340 1354 internal_value=0 -0.000118515 6.15038e-05 internal_weight=0 89.3623 226.706 internal_count=3084 1560 1524 is_linear=0 shrinkage=0.000328318 Tree=1894 num_leaves=4 num_cat=0 split_feature=9 13 1 split_gain=14.9098 15.311 0.298766 threshold=-0.016839999999999997 -0.17030499999999998 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018299438003088757 0.00086824966638175097 -0.00021546706583710118 0.0012787139315782784 leaf_weight=3.9667200744152051 27.55000707693398 246.29134125541896 7.6812316570430994 leaf_count=14 166 2834 86 internal_value=0 -0.000106129 0.00148207 internal_weight=0 273.841 11.648 internal_count=3100 3000 100 is_linear=0 shrinkage=0.00138116 Tree=1895 num_leaves=4 num_cat=0 split_feature=1456 1 12 split_gain=15.7429 15.5618 3.118 threshold=1.0000000180025095e-35 0.12700000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6752821990037478e-06 0.00037020593625268624 0.00082345161926341128 -0.001471988442888467 leaf_weight=245.95744495326653 1.2910761907696713 33.701919011771679 9.9425753932446224 leaf_count=2542 8 258 262 internal_value=0 0.000102757 -0.0012587 internal_weight=0 279.659 11.2337 internal_count=3070 2800 270 is_linear=0 shrinkage=0.00113303 Tree=1896 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=14.5708 17.6134 threshold=0.10208000000000002 -0.17030499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010405380939116648 -0.0017609103134360983 -4.4764242467719724e-05 leaf_weight=24.533709544688463 6.7326428228989235 257.29420037730597 leaf_count=160 45 2891 internal_value=0 5.00893e-05 internal_weight=0 281.828 internal_count=3096 3051 is_linear=0 shrinkage=0.00122643 Tree=1897 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=17.3411 32.8961 26.1432 threshold=-0.10726999999999999 -0.074654999999999985 0.12590000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014341666191155974 -0.00021191072368946789 5.2537539810240712e-05 -0.00043546601903175981 leaf_weight=104.68413482792675 78.764433536678553 115.26336082909256 8.283050883561371 leaf_count=524 1598 924 40 internal_value=0 -5.4874e-05 0.000100582 internal_weight=0 194.028 112.967 internal_count=3086 2522 564 is_linear=0 shrinkage=0.000315569 Tree=1898 num_leaves=4 num_cat=0 split_feature=160 133 52 split_gain=14.5547 13.7989 0.13827 threshold=-0.40187499999999993 -0.39935999999999994 0.27828000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011312812790178093 -0.0018585704245439115 0.00013287999214632961 -0.0016643611145767067 leaf_weight=2.3127014511264852 6.6872791410423806 278.92015679832548 8.2063326779752952 leaf_count=70 156 2721 171 internal_value=0 8.55416e-05 -0.00156031 internal_weight=0 285.607 10.519 internal_count=3118 2877 241 is_linear=0 shrinkage=0.00138116 Tree=1899 num_leaves=4 num_cat=0 split_feature=1 16 47 split_gain=18.4861 23.2653 22.7051 threshold=1.0000000180025095e-35 0.018230000000000003 0.077065000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026191354445781213 9.3913991372520799e-05 9.0258434679213077e-05 -0.0001450153572457882 leaf_weight=54.933847413863987 156.10359214711934 28.2063511563465 52.951816534623504 leaf_count=1238 1124 301 354 internal_value=0 -0.000142474 3.33501e-05 internal_weight=0 83.1402 209.055 internal_count=3017 1539 1478 is_linear=0 shrinkage=0.000315569 Tree=1900 num_leaves=4 num_cat=0 split_feature=14 457 160 split_gain=15.2508 17.5836 0.708643 threshold=0.077685000000000018 0.082335000000000005 -0.014214999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1788966208657446e-05 -0.0017781389129785336 0.00064503452710081043 -0.0010901441057566675 leaf_weight=238.26653434173204 3.2603318300098181 46.530097845941782 5.7284514755010587 leaf_count=2739 36 244 68 internal_value=0 4.55332e-05 -0.00135849 internal_weight=0 284.797 8.98878 internal_count=3087 2983 104 is_linear=0 shrinkage=0.00106768 Tree=1901 num_leaves=4 num_cat=0 split_feature=1 47 133 split_gain=20.1542 14.3788 13.8497 threshold=0.10100500000000003 0.086785000000000015 0.10681500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.4008689665100362e-05 0.00017611285351842377 -6.386751165245725e-05 -0.00036007891589844167 leaf_weight=166.85474587976933 89.778235387057066 36.251623015850782 14.575457141268997 leaf_count=1930 602 202 393 internal_value=0 0.000107089 -6.04099e-05 internal_weight=0 126.03 181.43 internal_count=3127 804 2323 is_linear=0 shrinkage=0.00032188 Tree=1902 num_leaves=4 num_cat=0 split_feature=15 130 4 split_gain=15.3977 14.1878 11.6675 threshold=0.084580000000000016 0.0043850000000000009 0.15164000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024917751986958884 -0.0011620303279297924 -0.0013815792567252415 0.0011751506235955723 leaf_weight=236.83913061860949 35.704864072147757 12.98051784140989 5.6739624720066777 leaf_count=1840 975 236 37 internal_value=0 0.000163863 -0.000839244 internal_weight=0 249.82 41.3788 internal_count=3088 2076 1012 is_linear=0 shrinkage=0.00152491 Tree=1903 num_leaves=4 num_cat=0 split_feature=4 48 15 split_gain=16.5389 21.4038 17.8983 threshold=0.15164000000000002 0.12933000000000003 0.079530000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.6841863744237544e-05 0.00071762702172820981 -0.0018166484351628729 -0.00099258412504268142 leaf_weight=176.1781282457523 65.828052723780274 5.8057311326265326 37.869851595489308 leaf_count=1490 470 24 1102 internal_value=0 0.000509716 -0.000198133 internal_weight=0 71.6338 214.048 internal_count=3086 494 2592 is_linear=0 shrinkage=0.00127598 Tree=1904 num_leaves=4 num_cat=0 split_feature=4 48 0 split_gain=16.082 18.1058 15.4753 threshold=0.27150500000000005 0.11978500000000002 -0.063819999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043834283339529016 0.00097529258193106106 -0.0012699258499273085 0.00030461964829818689 leaf_weight=156.06507750786841 43.975402498617768 7.6424971073865882 76.526950719300658 leaf_count=2198 334 33 492 internal_value=0 0.000640838 -0.000193866 internal_weight=0 51.6179 232.592 internal_count=3057 367 2690 is_linear=0 shrinkage=0.00135407 Tree=1905 num_leaves=4 num_cat=0 split_feature=13 1 0 split_gain=16.1624 16.7433 7.21918 threshold=-0.24426999999999996 1.0000000180025095e-35 -0.14092499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013022443034893053 -0.00016257021501319007 1.4818109738288173e-05 0.00030844743013968266 leaf_weight=4.8762082681059864 80.593035984784365 198.19701570086181 22.125387331470847 leaf_count=34 1572 1397 124 internal_value=0 -3.65062e-05 0.000229017 internal_weight=0 278.79 27.0016 internal_count=3127 2969 158 is_linear=0 shrinkage=0.000328318 Tree=1906 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=19.5864 19.0215 14.7908 threshold=1.0000000180025095e-35 -0.40145499999999995 0.0020050000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020227354391234501 -0.00022785845074865742 6.5977033355298092e-05 3.763165766644434e-05 leaf_weight=53.374760476872325 18.050258550792933 196.93774677347392 30.381604543421417 leaf_count=1200 162 1347 361 internal_value=0 4.1201e-05 -0.000115317 internal_weight=0 214.988 83.7564 internal_count=3070 1509 1561 is_linear=0 shrinkage=0.000274722 Tree=1907 num_leaves=4 num_cat=0 split_feature=1456 14 151 split_gain=15.3574 14.3106 1.58907 threshold=-1.0000000180025095e-35 0.077685000000000018 -0.035524999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028608790058973655 0.00018823259198834819 -0.0015674064194593224 -0.0015342658971431047 leaf_weight=2.216880587860941 267.84884688560851 8.3286763615906221 10.9293464589864 leaf_count=34 2691 92 252 internal_value=0 0.000134674 -0.00132798 internal_weight=0 276.178 13.1462 internal_count=3069 2783 286 is_linear=0 shrinkage=0.00132752 Tree=1908 num_leaves=4 num_cat=0 split_feature=133 160 4 split_gain=14.6017 14.8076 0.663462 threshold=0.13997000000000001 -0.40187499999999993 0.15398500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001435704811158131 -0.0014072386010040554 0.00013901177061423589 -0.00045752046392616284 leaf_weight=9.565492569934575 10.864274905528871 271.92494494980201 1.4396051205694664 leaf_count=233 312 2573 24 internal_value=0 8.49508e-05 -0.00130125 internal_weight=0 281.49 12.3039 internal_count=3142 2806 336 is_linear=0 shrinkage=0.00125096 Tree=1909 num_leaves=4 num_cat=0 split_feature=52 0 48 split_gain=19.4981 18.4293 4.96793 threshold=-0.24600999999999998 -0.061889999999999994 0.10327000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035856440490902045 -2.4606468117866503e-05 0.00016371019858893508 3.8183157158248231e-05 leaf_weight=18.793925182428215 204.9271646309644 76.965910348109901 4.1237828033044925 leaf_count=327 2311 410 28 internal_value=0 2.68546e-05 -0.000287336 internal_weight=0 281.893 22.9177 internal_count=3076 2721 355 is_linear=0 shrinkage=0.000328318 Tree=1910 num_leaves=4 num_cat=0 split_feature=13 39 13 split_gain=14.3868 18.9764 5.1624 threshold=-0.24921999999999997 0.0047850000000000011 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.8886340580753245e-05 -0.00030812074900383909 0.00058606038002747803 0.0013147818951443229 leaf_weight=6.0439159665256765 216.63013209286146 49.249206436797976 16.453550383448601 leaf_count=36 2657 325 119 internal_value=0 -0.000142313 0.000939115 internal_weight=0 265.879 22.4975 internal_count=3137 2982 155 is_linear=0 shrinkage=0.00130149 Tree=1911 num_leaves=4 num_cat=0 split_feature=4 0 2 split_gain=14.9881 23.5503 4.32276 threshold=-0.49096999999999996 -0.016814999999999997 0.10773000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014421746811081632 -6.1418855174721714e-05 0.0010129215991154441 3.0060394520900724e-05 leaf_weight=14.396317012608053 231.64878658740781 40.508734541013837 4.3977502062916747 leaf_count=128 2752 216 36 internal_value=0 9.884e-05 -0.00109954 internal_weight=0 272.158 18.7941 internal_count=3132 2968 164 is_linear=0 shrinkage=0.00130149 Tree=1912 num_leaves=4 num_cat=0 split_feature=2 16 150 split_gain=15.0923 14.7033 13.8117 threshold=0.090470000000000009 -0.15336499999999997 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048336976635451754 -2.9111085185267612e-05 -0.00060754720120841164 0.00082125004430663869 leaf_weight=23.838157898746431 120.07579620182514 100.59369530109689 39.681198135018349 leaf_count=185 1134 1563 210 internal_value=0 -0.000398307 0.000182533 internal_weight=0 124.432 159.757 internal_count=3092 1748 1344 is_linear=0 shrinkage=0.00125096 Tree=1913 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=14.5093 13.6483 threshold=0.084955000000000017 0.18595000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.2309625859107333e-05 -0.0021291460117510751 0.0013522454337582294 leaf_weight=258.52244131756015 6.3033345602452746 15.716722762212155 leaf_count=2873 43 130 internal_value=0 5.69862e-05 internal_weight=0 274.239 internal_count=3046 3003 is_linear=0 shrinkage=0.00143696 Tree=1914 num_leaves=4 num_cat=0 split_feature=15 41 13 split_gain=17.5759 17.1274 14.4037 threshold=0.084580000000000016 0.087145000000000014 0.09888000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4379947338888591e-05 -0.00030881145164567922 -0.00034772760557090076 0.00015884661854606306 leaf_weight=248.74210364511237 33.112543912604451 12.894206561148165 9.9192627910524589 leaf_count=1983 918 89 92 internal_value=0 3.44226e-05 -0.000200879 internal_weight=0 261.636 43.0318 internal_count=3082 2072 1010 is_linear=0 shrinkage=0.000341582 Tree=1915 num_leaves=4 num_cat=0 split_feature=4 150 14 split_gain=18.3707 17.1522 0.78327 threshold=0.50673000000000001 0.082085000000000019 -0.46795499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2664780507332682e-05 0.00015582227845227891 9.1487870078427221e-05 0.00030942668890723211 leaf_weight=220.44250989006832 4.04703803919256 71.581600813195109 13.361651664599774 leaf_count=2559 34 397 133 internal_value=0 -3.24077e-05 0.000274942 internal_weight=0 292.024 17.4087 internal_count=3123 2956 167 is_linear=0 shrinkage=0.000291537 Tree=1916 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=16.7446 29.5263 16.1515 threshold=0.10100500000000003 -0.11550499999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016370674809348197 0.00014960710851817378 -0.00012857945365916311 -9.9029268573606365e-05 leaf_weight=40.825368147343397 88.12546475790441 142.39495049277321 32.946652784012258 leaf_count=197 582 2107 195 internal_value=0 -6.33917e-05 8.19182e-05 internal_weight=0 183.22 121.072 internal_count=3081 2304 777 is_linear=0 shrinkage=0.000303315 Tree=1917 num_leaves=4 num_cat=0 split_feature=4 47 11 split_gain=15.3873 19.5726 18.6236 threshold=0.28122000000000008 0.11861000000000001 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.5608844989662375e-05 0.00094000471620783147 -0.0016797938624060036 -0.0015898822166817354 leaf_weight=230.30319321947172 42.144493594765663 5.1129186898469916 13.532583318650721 leaf_count=2640 333 21 141 internal_value=0 0.00065326 -0.00014145 internal_weight=0 47.2574 243.836 internal_count=3135 354 2781 is_linear=0 shrinkage=0.00127598 Tree=1918 num_leaves=4 num_cat=0 split_feature=132 38 12 split_gain=14.7259 15.458 11.5832 threshold=0.08018500000000002 1.0000000180025095e-35 0.078515000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.1347470864768094e-05 0.0012322194812848036 -0.0016637616246284067 -7.0873346179858485e-05 leaf_weight=243.42704462190159 21.000982904806733 8.780336279422043 17.181141095235944 leaf_count=2712 103 64 224 internal_value=0 -0.000137151 0.000647363 internal_weight=0 252.207 38.1821 internal_count=3103 2776 327 is_linear=0 shrinkage=0.0011788 Tree=1919 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=14.582 16.8888 threshold=-0.42985499999999993 -0.07087499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0014662932804903512 -0.00020026795583488321 0.00051716905381183763 leaf_weight=12.324856269638984 185.08415539539419 88.996289203409106 leaf_count=284 2198 618 internal_value=0 3.28061e-05 internal_weight=0 274.08 internal_count=3100 2816 is_linear=0 shrinkage=0.00135407 Tree=1920 num_leaves=4 num_cat=0 split_feature=15 13 52 split_gain=17.1576 15.9289 14.8779 threshold=0.079530000000000017 -0.24921999999999997 -0.24600999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024451635454104178 0.00058106291199931756 -0.0002280777733402697 4.0444839165697787e-05 leaf_weight=18.866665633395314 2.352905109524726 44.079414350911975 230.85642293049023 leaf_count=311 11 1117 1650 internal_value=0 -0.000185776 1.8816e-05 internal_weight=0 46.4323 249.723 internal_count=3089 1128 1961 is_linear=0 shrinkage=0.000309381 Tree=1921 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=19.5274 14.1063 12.9459 threshold=0.10437000000000002 -0.12077499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7351682176544377e-05 0.00015959015091303577 -0.00011293642495440255 -6.441415110924294e-05 leaf_weight=41.223503634333611 76.790241196751595 149.01640513772145 34.259230927564204 leaf_count=219 506 2176 187 internal_value=0 -6.95097e-05 9.04886e-05 internal_weight=0 190.24 111.049 internal_count=3088 2395 693 is_linear=0 shrinkage=0.000303315 Tree=1922 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=15.4596 17.7858 9.70481 threshold=-0.23438999999999996 0.0047850000000000011 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.6955466113457941e-05 -7.0092364445162558e-05 0.00014973400543880717 0.00036347699424988772 leaf_weight=7.8585532158613232 221.07931338949129 50.6371965482831 19.208453919738531 leaf_count=63 2580 314 107 internal_value=0 -2.90806e-05 0.000235813 internal_weight=0 271.717 27.067 internal_count=3064 2894 170 is_linear=0 shrinkage=0.000334884 Tree=1923 num_leaves=4 num_cat=0 split_feature=4 483 1 split_gain=12.4294 14.195 0.9153 threshold=0.50673000000000001 0.080590000000000009 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7032347184519522e-05 0.00061726486897215234 -0.0011939877717095232 0.001332409683651069 leaf_weight=258.05243776296265 4.4222899563610545 16.671287117060274 10.656035924330352 leaf_count=2638 24 299 143 internal_value=0 -5.69135e-05 0.00112876 internal_weight=0 274.724 15.0783 internal_count=3104 2937 167 is_linear=0 shrinkage=0.00127598 Tree=1924 num_leaves=4 num_cat=0 split_feature=376 132 1 split_gain=15.4026 16.1597 2.17217 threshold=0.048375000000000008 0.08018500000000002 0.086100000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018785980303296322 0.00025482940844844183 0.00072563366043187233 0.0011208393981374527 leaf_weight=229.79578910605051 5.6933101713657406 33.242202424444258 19.597351474687457 leaf_count=2663 16 298 137 internal_value=0 -7.21547e-05 0.00092787 internal_weight=0 263.038 25.2907 internal_count=3114 2961 153 is_linear=0 shrinkage=0.00122643 Tree=1925 num_leaves=4 num_cat=0 split_feature=1 4 42 split_gain=16.1882 18.7091 16.9335 threshold=1.0000000180025095e-35 -0.17966999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012560766233178692 -0.00080732296007034621 0.00029920983451576236 -9.595302151500261e-05 leaf_weight=22.175972617929801 21.830174837261438 185.18053103704005 58.744205465773121 leaf_count=603 181 1338 973 internal_value=0 0.000182148 -0.000415178 internal_weight=0 207.011 80.9202 internal_count=3095 1519 1576 is_linear=0 shrinkage=0.00113303 Tree=1926 num_leaves=4 num_cat=0 split_feature=1456 133 12 split_gain=15.3136 14.1907 3.09035 threshold=1.0000000180025095e-35 0.13997000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015975816997318827 0.00079141388686731074 -0.0014773571797096719 -0.0018900356932416743 leaf_weight=266.4668145691976 0.91453548520803352 11.288776229601352 9.7393679628148657 leaf_count=2545 9 315 259 internal_value=0 9.26527e-05 -0.00165402 internal_weight=0 277.756 10.6539 internal_count=3128 2860 268 is_linear=0 shrinkage=0.00143696 Tree=1927 num_leaves=4 num_cat=0 split_feature=133 123 1 split_gain=13.6352 12.7624 0.625711 threshold=-0.39935999999999994 1.0000000180025095e-35 0.11201500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014634406246692285 -8.3406592308342897e-05 0.00074611925386759649 -0.0024513207719636409 leaf_weight=5.6828709561377755 241.45748075074516 34.398583156988025 1.6991967875510452 leaf_count=153 2670 251 11 internal_value=0 2.0294e-05 -0.00172406 internal_weight=0 275.856 7.38207 internal_count=3085 2921 164 is_linear=0 shrinkage=0.00127598 Tree=1928 num_leaves=4 num_cat=0 split_feature=1456 403 12 split_gain=13.8475 14.8748 4.66366 threshold=1.0000000180025095e-35 -0.092224999999999988 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026629840967716512 0.00012968645914118525 3.6391394410978782e-05 -0.00036385575868319478 leaf_weight=13.835767144337295 1.7837814353406418 270.27950820280239 10.245286138262598 leaf_count=334 11 2455 264 internal_value=0 2.1552e-05 -0.000290148 internal_weight=0 284.115 12.0291 internal_count=3064 2789 275 is_linear=0 shrinkage=0.00028582 Tree=1929 num_leaves=4 num_cat=0 split_feature=151 4 4 split_gain=14.8573 18.1714 3.53707 threshold=-0.27559499999999998 0.27150500000000005 0.22276500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00078259123140783692 -0.00011704788987796262 0.00081539769237408519 -0.0025329076771315731 leaf_weight=4.0298646539449674 231.68700142810121 45.798051476478577 4.7043220400810242 leaf_count=59 2634 354 22 internal_value=0 3.71162e-05 -0.00174546 internal_weight=0 277.485 8.73419 internal_count=3069 2988 81 is_linear=0 shrinkage=0.00135407 Tree=1930 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=13.951 20.3167 16.0367 threshold=0.088975000000000012 -0.10075499999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050268628257985688 -1.9538457960264493e-05 -0.00073798620924796958 0.00095803045277122829 leaf_weight=33.757624058052897 123.01394848804921 84.791903510456905 40.917331460863352 leaf_count=217 904 1658 298 internal_value=0 -0.000384557 0.000224951 internal_weight=0 118.55 163.931 internal_count=3077 1875 1202 is_linear=0 shrinkage=0.00135407 Tree=1931 num_leaves=4 num_cat=0 split_feature=403 472 4 split_gain=13.8114 14.7014 4.27022 threshold=-0.092224999999999988 -1.0000000180025095e-35 0.40780000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036290044269883732 -0.00039152706227019081 4.3189036267540921e-05 0.00020089754225112636 leaf_weight=12.652546109631656 8.5303189102560264 282.87907032808289 1.5615117400884617 leaf_count=367 155 2609 9 internal_value=0 3.03183e-05 -0.000299877 internal_weight=0 291.409 14.2141 internal_count=3140 2764 376 is_linear=0 shrinkage=0.000328318 Tree=1932 num_leaves=4 num_cat=0 split_feature=13 132 133 split_gain=14.8791 18.4262 15.2703 threshold=-0.091404999999999986 0.08018500000000002 -0.25351499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017835729477767815 -0.00032512098390875376 0.00081865357035555166 0.00063397482754598566 leaf_weight=4.1027926122769705 195.68189860391431 23.64837982552126 58.99101909995079 leaf_count=53 2379 230 420 internal_value=0 -0.000201443 0.000473888 internal_weight=0 219.33 63.0938 internal_count=3082 2609 473 is_linear=0 shrinkage=0.00122643 Tree=1933 num_leaves=4 num_cat=0 split_feature=14 3 14 split_gain=14.8038 17.1576 0.493592 threshold=0.077685000000000018 -0.10075499999999998 0.097640000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013063488941698732 -0.00030934998753651073 -3.4707606195550745e-05 -0.00047594926745712376 leaf_weight=67.207911461591721 4.8930966723710281 214.95776148233563 3.314683279953897 leaf_count=361 64 2572 31 internal_value=0 4.71086e-06 -0.00038213 internal_weight=0 282.166 8.20778 internal_count=3028 2933 95 is_linear=0 shrinkage=0.00028582 Tree=1934 num_leaves=4 num_cat=0 split_feature=133 160 1 split_gain=12.6094 13.1498 2.51271 threshold=0.13997000000000001 -0.40187499999999993 0.12220000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013493103582261471 -0.001404243325630916 0.0001308116002292632 0.0002111145123803195 leaf_weight=9.2390135200694186 10.59416266158223 261.81443079654127 1.643733138218521 leaf_count=226 307 2537 16 internal_value=0 7.98245e-05 -0.00118733 internal_weight=0 271.053 12.2379 internal_count=3086 2763 323 is_linear=0 shrinkage=0.00122643 Tree=1935 num_leaves=4 num_cat=0 split_feature=15 15 159 split_gain=16.1824 18.5247 6.8167 threshold=-0.24269999999999997 -0.19153499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00060347920063274325 -0.0022747041685654995 -0.00012394370514610121 0.0012463974910147794 leaf_weight=4.5035946853458908 7.7736906353384247 245.31377531634644 22.335742214694619 leaf_count=27 78 2778 223 internal_value=0 -0.000190982 0.000934774 internal_weight=0 253.087 26.8393 internal_count=3106 2856 250 is_linear=0 shrinkage=0.00138116 Tree=1936 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=17.276 13.6761 5.00503 threshold=-0.17030499999999998 0.0047850000000000011 -0.14574499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001575760640968917 -0.00023860448459045834 0.00043177263313387999 0.0010747338309488694 leaf_weight=5.3992308340966728 204.28843332035467 50.625553075224161 23.107335211709142 leaf_count=40 2541 334 143 internal_value=0 -0.000105337 0.000841627 internal_weight=0 254.914 28.5066 internal_count=3058 2875 183 is_linear=0 shrinkage=0.00115569 Tree=1937 num_leaves=4 num_cat=0 split_feature=9 4 15 split_gain=14.5236 14.8585 0.480156 threshold=-1.0000000180025095e-35 -0.49977499999999991 -0.088879999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021635424848882848 -0.00030609707821590269 -4.5972730673056923e-06 0.00034457036011451166 leaf_weight=5.2339581642299882 15.824801962822674 266.70057004177943 8.4108236506581289 leaf_count=63 130 2832 44 internal_value=0 -2.15994e-05 0.00029755 internal_weight=0 282.525 13.6448 internal_count=3069 2962 107 is_linear=0 shrinkage=0.000303315 Tree=1938 num_leaves=4 num_cat=0 split_feature=12 49 132 split_gain=16.5845 17.5701 16.1605 threshold=0.040165000000000006 -0.030749999999999996 0.08018500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.1801095535881567e-05 0.00011727596935133484 -0.00016262179494226043 0.00034840354255334617 leaf_weight=132.69408376142383 34.245716704055667 109.89445675350726 20.284964332357049 leaf_count=719 193 2087 97 internal_value=0 -9.60825e-05 6.53316e-05 internal_weight=0 144.14 152.979 internal_count=3096 2280 816 is_linear=0 shrinkage=0.000341582 Tree=1939 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=15.3239 24.8347 19.443 threshold=1.0000000180025095e-35 0.10812000000000001 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015755839116268094 7.7585666470319806e-05 0.00034836426662916958 -0.00012705236528328745 leaf_weight=75.646827047225088 171.1919361371547 8.364638024941085 46.205993784591556 leaf_count=1559 1239 21 303 internal_value=0 -0.000106789 3.40487e-05 internal_weight=0 84.0115 217.398 internal_count=3122 1580 1542 is_linear=0 shrinkage=0.000280216 Tree=1940 num_leaves=4 num_cat=0 split_feature=3 3 12 split_gain=15.7635 18.4454 4.47335 threshold=0.17769000000000004 -0.097724999999999992 -0.12959999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049380836184604313 0.00019264714971148323 -0.00032431309717848608 0.0016124434677289483 leaf_weight=73.301873916760087 6.1318900808692005 185.06065446231514 13.803699433803557 leaf_count=463 65 2466 89 internal_value=0 -9.20847e-05 0.00117925 internal_weight=0 258.363 19.9356 internal_count=3083 2929 154 is_linear=0 shrinkage=0.00138116 Tree=1941 num_leaves=4 num_cat=0 split_feature=14 13 160 split_gain=14.4196 16.0166 0.592986 threshold=0.077685000000000018 -0.09053499999999999 -0.014214999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00077228371508207192 -0.0026325669963545213 -0.00014514658397626792 -0.0016427254569027694 leaf_weight=61.733583420049399 3.2564140139147639 212.27111405972391 4.8523738943040353 leaf_count=463 37 2515 61 internal_value=0 6.17826e-05 -0.00207068 internal_weight=0 274.005 8.10879 internal_count=3076 2978 98 is_linear=0 shrinkage=0.00158651 Tree=1942 num_leaves=4 num_cat=0 split_feature=1 3 51 split_gain=16.5171 18.2133 14.7944 threshold=0.10100500000000003 0.11456500000000001 -0.40548499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2688869559158381e-05 -0.0003767786109148398 0.0002712667297872366 9.8886611120164254e-05 leaf_weight=164.32090024463832 5.2706562262028447 12.158084388822315 112.57530536316335 leaf_count=2274 47 36 720 internal_value=0 -5.81474e-05 7.72751e-05 internal_weight=0 176.479 117.846 internal_count=3077 2310 767 is_linear=0 shrinkage=0.000280216 Tree=1943 num_leaves=4 num_cat=0 split_feature=1213 403 475 split_gain=12.9157 15.5203 13.0213 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025211398890902926 -0.001306068470381233 0.00014993669971552945 -0.001360262524876693 leaf_weight=1.4963577389717126 12.938869470264761 249.08150048367679 17.257435512263328 leaf_count=2 362 2217 473 internal_value=0 7.75103e-05 -0.00103744 internal_weight=0 262.02 18.7538 internal_count=3054 2579 475 is_linear=0 shrinkage=0.00130149 Tree=1944 num_leaves=4 num_cat=0 split_feature=2 14 2 split_gain=16.1783 15.5187 0.168743 threshold=0.15239500000000003 0.077685000000000018 0.17409500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3751888883727969e-06 0.00025722093900687996 -0.0004559987878296418 0.00034920616512280759 leaf_weight=272.37288170587271 5.0199141204357138 8.0806352822110039 10.126247629523276 leaf_count=2876 39 98 71 internal_value=0 -1.95069e-05 0.000320831 internal_weight=0 280.454 15.1462 internal_count=3084 2974 110 is_linear=0 shrinkage=0.00032188 Tree=1945 num_leaves=4 num_cat=0 split_feature=2 4 31 split_gain=16.9484 20.2733 18.7071 threshold=0.090470000000000009 -0.49096999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029232460527644843 -0.00031228563280876446 8.3745280436495808e-05 -0.00012462020669238747 leaf_weight=10.251382257789372 12.254563197493551 151.20858916128054 117.00747483805753 leaf_count=85 110 1227 1660 internal_value=0 5.38621e-05 -9.08056e-05 internal_weight=0 163.463 127.259 internal_count=3082 1337 1745 is_linear=0 shrinkage=0.000297367 Tree=1946 num_leaves=3 num_cat=0 split_feature=158 9 split_gain=13.3195 13.6614 threshold=0.11034000000000001 -0.016839999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014691344447668292 -0.0016288218669788604 -2.0850041881996571e-05 leaf_weight=10.304327644407747 7.9430399225093415 262.50306384405121 leaf_count=96 132 2833 internal_value=0 3.60085e-05 internal_weight=0 272.807 internal_count=3061 2929 is_linear=0 shrinkage=0.00127598 Tree=1947 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=20.8469 24.9426 18.9702 threshold=1.0000000180025095e-35 -0.13170999999999997 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002569069583583245 -0.00026924374535755325 -0.00019598460055271637 7.7837570706429523e-05 leaf_weight=13.1514052208513 15.532842837274073 71.728654973907396 196.21745517011732 leaf_count=42 147 1544 1363 internal_value=0 -0.000125567 5.22487e-05 internal_weight=0 84.8801 211.75 internal_count=3096 1586 1510 is_linear=0 shrinkage=0.000303315 Tree=1948 num_leaves=3 num_cat=0 split_feature=1365 0 split_gain=14.0548 14.3081 threshold=0.087320000000000009 -0.11045499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00046186646336555828 -0.0020474698601411524 -0.00013308216499211011 leaf_weight=97.55468022543937 4.8505614791065446 179.44631665712222 leaf_count=511 37 2513 internal_value=0 7.65498e-05 internal_weight=0 277.001 internal_count=3061 3024 is_linear=0 shrinkage=0.00125096 Tree=1949 num_leaves=3 num_cat=0 split_feature=1365 133 split_gain=13.8787 13.6816 threshold=0.08617000000000001 0.13997000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.1199145598493556e-05 -0.00057902246548653018 -0.00033965057588706058 leaf_weight=284.90367779880762 4.5018670409917823 12.179674747399984 leaf_count=2767 36 320 internal_value=0 6.28282e-06 internal_weight=0 297.083 internal_count=3123 3087 is_linear=0 shrinkage=0.000334884 Tree=1950 num_leaves=4 num_cat=0 split_feature=457 52 2 split_gain=14.9243 18.5898 17.0392 threshold=0.079930000000000015 -0.090189999999999979 0.14808000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.6460616375330393e-05 -0.00032764251817138558 0.00023726363802925281 0.00026078562649271695 leaf_weight=226.03998535708524 6.3117580115795127 42.676458466798067 18.594623733311892 leaf_count=2692 52 211 126 internal_value=0 0.000163899 -2.29983e-05 internal_weight=0 48.9882 244.635 internal_count=3081 263 2818 is_linear=0 shrinkage=0.000309381 Tree=1951 num_leaves=4 num_cat=0 split_feature=1 147 16 split_gain=16.2768 16.292 2.38838 threshold=0.13472500000000001 0.085900000000000018 -0.061024999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.8394495766195895e-05 0.00033250125094690992 0.00020952383301645489 0.00012927054990353152 leaf_weight=243.24403208401054 14.836903067305686 28.317423520609736 11.849588310346006 leaf_count=2759 139 147 67 internal_value=0 -3.03821e-05 0.000243178 internal_weight=0 271.561 26.6865 internal_count=3112 2906 206 is_linear=0 shrinkage=0.000334884 Tree=1952 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=18.2793 21.623 20.6284 threshold=0.076845000000000011 -0.40145499999999995 -0.06951499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025965833062623533 -0.00032803034088230469 7.7970163352870307e-05 7.5002679738675311e-05 leaf_weight=52.023567441152409 15.129543472081421 195.86644012387842 31.997993547003716 leaf_count=1331 145 1360 239 internal_value=0 4.86992e-05 -0.000132279 internal_weight=0 210.996 84.0216 internal_count=3075 1505 1570 is_linear=0 shrinkage=0.000328318 Tree=1953 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=14.881 17.9508 threshold=0.099250000000000019 -0.10726999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00056228379362329784 -0.0025305872314278664 -0.00019274243536094972 leaf_weight=100.35194408614188 4.4919381625950328 184.18996609095484 leaf_count=542 25 2553 internal_value=0 7.36559e-05 internal_weight=0 284.542 internal_count=3120 3095 is_linear=0 shrinkage=0.00143696 Tree=1954 num_leaves=4 num_cat=0 split_feature=15 123 13 split_gain=22.4507 13.5796 9.81096 threshold=0.082805000000000004 1.0000000180025095e-35 0.14307000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0446432296667072e-06 -0.00028467446420526722 0.00019886829510882352 9.2183386945781387e-05 leaf_weight=209.94469160679728 36.900161004625261 38.371251411736012 8.3926758188754302 leaf_count=1693 1019 260 80 internal_value=0 2.65406e-05 -0.000214788 internal_weight=0 248.316 45.2928 internal_count=3052 1953 1099 is_linear=0 shrinkage=0.000315569 Tree=1955 num_leaves=4 num_cat=0 split_feature=1456 1373 43 split_gain=13.582 13.7087 1.57508 threshold=1.0000000180025095e-35 0.099250000000000019 -0.070609999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010243126775555668 -0.00072473154788929768 -0.0023700060806627395 -0.0018709504414672381 leaf_weight=271.30004075542092 3.6156901307404041 4.2345153521746388 7.2722276262938959 leaf_count=2823 141 26 124 internal_value=0 6.34867e-05 -0.00150156 internal_weight=0 275.535 10.8879 internal_count=3114 2849 265 is_linear=0 shrinkage=0.00138116 Tree=1956 num_leaves=4 num_cat=0 split_feature=155 42 52 split_gain=14.4965 15.7889 0.272578 threshold=0.090655000000000013 -1.0000000180025095e-35 0.034790000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00065930382542120521 -0.0016020218690705921 0.00028993182518408464 -0.002360821729207512 leaf_weight=49.384600166697055 7.1160382665693742 230.44200675934553 2.1565789803862572 leaf_count=827 145 2093 22 internal_value=0 0.000122211 -0.00180456 internal_weight=0 279.827 9.27262 internal_count=3087 2920 167 is_linear=0 shrinkage=0.00152491 Tree=1957 num_leaves=4 num_cat=0 split_feature=16 0 16 split_gain=16.2493 19.9091 13.8389 threshold=0.26746000000000009 -0.060269999999999997 0.68100000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010424680632770135 -0.0013488645783419218 0.00080462003317145661 0.0013480169672612165 leaf_weight=189.49675332871266 25.330122218467299 60.584861704148352 4.1411475837230673 leaf_count=2361 332 353 28 internal_value=0 0.000116197 -0.000966245 internal_weight=0 250.082 29.4713 internal_count=3074 2714 360 is_linear=0 shrinkage=0.00138116 Tree=1958 num_leaves=4 num_cat=0 split_feature=1213 133 475 split_gain=13.3408 14.1413 13.9648 threshold=-1.0000000180025095e-35 -0.39935999999999994 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029372008644557015 -0.0018926726856712966 0.00016712305657132272 -0.0016022615593284631 leaf_weight=1.4964059591293359 7.2511296910233787 260.22415644023567 16.152031483594328 leaf_count=2 154 2499 466 internal_value=0 0.000110514 -0.00120127 internal_weight=0 267.475 17.6484 internal_count=3121 2653 468 is_linear=0 shrinkage=0.00146569 Tree=1959 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=18.4959 20.8291 17.9973 threshold=1.0000000180025095e-35 0.077065000000000008 -0.074179999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026748799215979444 0.00010684869472178458 -0.00013994143484194124 4.3084288386463109e-05 leaf_weight=49.774133183760568 158.78021038137376 50.452019027434289 35.997389188967645 leaf_count=1238 1157 350 341 internal_value=0 4.72973e-05 -0.000137258 internal_weight=0 209.232 85.7715 internal_count=3086 1507 1579 is_linear=0 shrinkage=0.000334884 Tree=1960 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=21.2131 15.6877 15.1481 threshold=0.09450500000000002 0.053965000000000006 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013131035441683322 0.00015686633220896102 0.00016350327008761304 -8.444827425853136e-05 leaf_weight=125.75710768694989 103.53655891865492 22.914431516081095 38.35726644936949 leaf_count=2048 713 82 229 internal_value=0 -8.57825e-05 9.16181e-05 internal_weight=0 148.672 141.894 internal_count=3072 2130 942 is_linear=0 shrinkage=0.000328318 Tree=1961 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=15.8508 19.016 15.9923 threshold=0.0047850000000000011 0.11280000000000003 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8254870594458444e-05 -0.00017057962217245347 -0.00036439595855703463 0.00024819862946824937 leaf_weight=216.57953764987178 12.740574472583829 18.464896064251661 41.940600717440248 leaf_count=2606 67 113 288 internal_value=0 -4.5608e-05 0.000150475 internal_weight=0 235.044 54.6812 internal_count=3074 2719 355 is_linear=0 shrinkage=0.000328318 Tree=1962 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=21.1089 20.2927 13.3972 threshold=0.099515000000000006 -0.10643499999999999 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.8448886698690768e-05 2.1086112604648155e-05 -0.00013760244969815232 0.00022988691842443573 leaf_weight=50.336509953252971 85.747666913084686 120.0142862056382 35.398707281798124 leaf_count=275 543 2017 267 internal_value=0 -7.37524e-05 8.22532e-05 internal_weight=0 170.351 121.146 internal_count=3102 2292 810 is_linear=0 shrinkage=0.00028582 Tree=1963 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=22.1755 15.5594 14.2272 threshold=0.10100500000000003 0.087850000000000025 -0.23098999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025114655885907214 0.00014726123804856709 -9.3089121991636522e-05 -0.0001065196031048072 leaf_weight=10.358153065666555 86.607963224872947 32.747623178176582 163.61795472120866 leaf_count=42 580 191 2220 internal_value=0 8.12908e-05 -8.50771e-05 internal_weight=0 119.356 173.976 internal_count=3033 771 2262 is_linear=0 shrinkage=0.000297367 Tree=1964 num_leaves=4 num_cat=0 split_feature=147 123 0 split_gain=16.2507 14.4401 7.15766 threshold=0.085900000000000018 1.0000000180025095e-35 -0.091914999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024886436703209955 0.0016444702596222617 0.00091335447166510976 -5.5200833404947254e-05 leaf_weight=221.17196245375089 21.692091621458534 31.938945515081286 9.2268289234489185 leaf_count=2701 85 235 85 internal_value=0 -0.00010187 0.00113889 internal_weight=0 253.111 30.9189 internal_count=3106 2936 170 is_linear=0 shrinkage=0.00161824 Tree=1965 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=14.2378 17.209 14.8753 threshold=0.090470000000000009 -0.067014999999999977 0.082085000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0008619517318698101 9.8789086516318278e-06 0.00055257222154539724 0.0012303317903977606 leaf_weight=89.616068973205984 118.20978456293233 35.271388031542301 39.113720500841737 leaf_count=1538 1122 241 208 internal_value=0 -0.000462317 0.000313967 internal_weight=0 124.887 157.324 internal_count=3109 1779 1330 is_linear=0 shrinkage=0.00171729 Tree=1966 num_leaves=4 num_cat=0 split_feature=14 457 51 split_gain=12.7095 14.3157 1.04516 threshold=0.077685000000000018 0.079930000000000015 -0.034774999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001229964935098441 -0.0021214438312309155 0.00067213703598129862 -0.0011585326056828299 leaf_weight=224.50403494387865 3.3074506176635623 43.991971682757139 5.4632170200347883 leaf_count=2721 30 240 72 internal_value=0 7.50875e-06 -0.00154381 internal_weight=0 268.496 8.77067 internal_count=3063 2961 102 is_linear=0 shrinkage=0.00127598 Tree=1967 num_leaves=4 num_cat=0 split_feature=403 1212 15 split_gain=13.2119 13.1982 3.09039 threshold=-0.092224999999999988 -1.0000000180025095e-35 -0.17159499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071484361072280994 -0.0014681637112698841 0.00014013987473879039 -0.001458274946321377 leaf_weight=1.1569071728736151 8.8260547183454019 261.99060463323258 11.689545608125625 leaf_count=17 220 2508 360 internal_value=0 8.71393e-05 -0.00125809 internal_weight=0 270.817 12.8465 internal_count=3105 2728 377 is_linear=0 shrinkage=0.00130149 Tree=1968 num_leaves=4 num_cat=0 split_feature=51 1 15 split_gain=14.2553 15.5543 0.20729 threshold=-0.40548499999999993 0.13662500000000002 -0.040644999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015926658231815445 -1.7412420019178047e-05 0.0013015388383638448 -0.0022407570577957043 leaf_weight=4.5770392459817231 264.09928235365078 20.602251211181283 3.391176860779523 leaf_count=93 2832 173 23 internal_value=0 7.85068e-05 -0.00189571 internal_weight=0 284.702 7.96822 internal_count=3121 3005 116 is_linear=0 shrinkage=0.00146569 Tree=1969 num_leaves=4 num_cat=0 split_feature=376 1375 42 split_gain=11.7507 12.5457 4.43677 threshold=0.048375000000000008 0.08920500000000002 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8960190482479685e-05 -0.00030985176031406581 -0.0021887612579335435 0.0010547168485552682 leaf_weight=249.77782153803855 5.3844738975167301 5.2690763715654603 22.09435653872788 leaf_count=2892 21 43 149 internal_value=0 -0.000143075 0.000787157 internal_weight=0 255.047 27.4788 internal_count=3105 2935 170 is_linear=0 shrinkage=0.00135407 Tree=1970 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=15.4009 24.7146 16.8321 threshold=0.10100500000000003 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000149179717670331 0.00015301971202462143 -0.00012669895819112696 -0.00010906854824218671 leaf_weight=40.099458014592528 84.585023215971887 136.90380119811743 32.345796478912234 leaf_count=202 588 2113 194 internal_value=0 -6.41448e-05 8.0485e-05 internal_weight=0 177.003 116.931 internal_count=3097 2315 782 is_linear=0 shrinkage=0.000309381 Tree=1971 num_leaves=4 num_cat=0 split_feature=160 484 52 split_gain=13.9732 14.7453 0.147756 threshold=-0.40187499999999993 -1.0000000180025095e-35 0.27828000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089285643405792928 -0.00071108535298166243 0.0002062949687313963 -0.0013698013941436968 leaf_weight=2.0079655398149026 25.737833786988631 247.14076923346147 7.7156498674303293 leaf_count=74 495 2322 173 internal_value=0 0.000119512 -0.0012826 internal_weight=0 272.879 9.72362 internal_count=3064 2817 247 is_linear=0 shrinkage=0.00115569 Tree=1972 num_leaves=4 num_cat=0 split_feature=1429 38 475 split_gain=14.1108 14.7398 0.279713 threshold=-1.0000000180025095e-35 0.089560000000000015 0.027870000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040077411312942999 3.6442234535134011e-05 -0.00036614870059169924 -0.00026152968998104304 leaf_weight=5.7254779729992133 286.22902356553823 8.1626131860539299 2.9403813043609262 leaf_count=81 2931 60 56 internal_value=0 2.51446e-05 -0.000357466 internal_weight=0 294.392 8.66586 internal_count=3128 2991 137 is_linear=0 shrinkage=0.000297367 Tree=1973 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=13.6324 21.4827 8.86946 threshold=0.10384000000000002 -0.11550499999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015189056382068766 0.00013564485377647501 -0.00010650251554161563 -0.00011276906728819371 leaf_weight=43.003456065431237 90.789773302152753 146.9382295627147 17.720168188214302 leaf_count=224 636 2165 78 internal_value=0 -4.79464e-05 9.50033e-05 internal_weight=0 189.942 108.51 internal_count=3103 2389 714 is_linear=0 shrinkage=0.00032188 Tree=1974 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=20.8977 21.7997 18.0227 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001014423925954406 -0.0010448872966307505 0.00030854554138792334 0.00030758451395902829 leaf_weight=51.442864838521928 15.968449670821427 29.360818369314075 189.3650099253282 leaf_count=1399 158 163 1368 internal_value=0 -0.000533948 0.000201893 internal_weight=0 80.8037 205.333 internal_count=3088 1562 1526 is_linear=0 shrinkage=0.00122643 Tree=1975 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=15.7883 24.0268 15.3794 threshold=0.089985000000000023 -0.063819999999999988 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016338591536945793 1.6580507837443864e-05 0.00016616767413633505 0.00023836881516457479 leaf_weight=92.005824379157275 127.4149229535833 32.076058754697442 45.719023194164038 leaf_count=1485 1191 202 225 internal_value=0 -7.81209e-05 7.52638e-05 internal_weight=0 124.082 173.134 internal_count=3103 1687 1416 is_linear=0 shrinkage=0.000328318 Tree=1976 num_leaves=4 num_cat=0 split_feature=52 0 12 split_gain=20.2573 19.0102 2.38579 threshold=-0.24600999999999998 -0.061889999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.8241535486377909e-05 -3.3644984966766899e-05 0.00013982393616906227 -0.0003280562632849453 leaf_weight=3.8647533338516977 199.71218097489327 77.431271806359291 17.883442742750049 leaf_count=21 2310 439 329 internal_value=0 1.48575e-05 -0.000282472 internal_weight=0 277.143 21.7482 internal_count=3099 2749 350 is_linear=0 shrinkage=0.000297367 Tree=1977 num_leaves=4 num_cat=0 split_feature=1 0 155 split_gain=13.7145 16.0024 11.6289 threshold=0.10100500000000003 -0.23031999999999997 0.091145000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010635010879241379 0.00055848179525558458 -0.00029704405654672829 -0.0013979886482349269 leaf_weight=17.538433279842138 103.60751196276397 155.4770387110766 5.7811475861817589 leaf_count=62 682 2256 85 internal_value=0 -0.000158528 0.000453759 internal_weight=0 173.015 109.389 internal_count=3085 2318 767 is_linear=0 shrinkage=0.00135407 Tree=1978 num_leaves=4 num_cat=0 split_feature=147 52 52 split_gain=12.9127 18.8504 3.36514 threshold=0.088035000000000016 -0.048794999999999991 -0.063199999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031928339448124299 -2.3497156558742674e-05 -0.00041542519515852907 0.0011320702556733701 leaf_weight=102.83178839366883 5.7273592427372959 152.93214432126842 19.595687486231327 leaf_count=885 48 2058 104 internal_value=0 -0.00012002 0.000871761 internal_weight=0 255.764 25.323 internal_count=3095 2943 152 is_linear=0 shrinkage=0.00132752 Tree=1979 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=16.3091 32.8033 26.1583 threshold=-0.10726999999999999 -0.073114999999999986 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00053779150259013349 -0.00089312211667833398 0.00019040495150771022 -0.0017637034837033308 leaf_weight=94.324755762703717 71.865135456202552 100.92221625242382 7.9533713832497588 leaf_count=510 1652 869 35 internal_value=0 -0.000260539 0.000357089 internal_weight=0 172.787 102.278 internal_count=3066 2521 545 is_linear=0 shrinkage=0.00122643 Tree=1980 num_leaves=4 num_cat=0 split_feature=1213 403 0 split_gain=16.254 14.6496 2.89954 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.12985499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.1741693833214215e-05 -0.00029703049969769945 3.0799178990756347e-05 -0.00034889440122326494 leaf_weight=2.4903822001069811 13.619016878772525 261.97789954114705 14.503108133561907 leaf_count=17 363 2280 442 internal_value=0 1.4485e-05 -0.000296313 internal_weight=0 275.597 16.9935 internal_count=3102 2643 459 is_linear=0 shrinkage=0.000309381 Tree=1981 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=14.4705 15.6903 threshold=-0.52342999999999995 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043972866837322104 -1.0497520867669406e-05 0.0001592974078191843 leaf_weight=5.1988526172935954 246.37427939753979 49.17695202678442 leaf_count=49 2699 350 internal_value=0 1.78044e-05 internal_weight=0 295.551 internal_count=3098 3049 is_linear=0 shrinkage=0.000274722 Tree=1982 num_leaves=4 num_cat=0 split_feature=2 128 2 split_gain=12.9151 15.7761 0.492806 threshold=0.153865 0.081680000000000016 0.17915000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3391310923323895e-05 0.0010003830969879612 -0.0018795028582087776 0.0015992658629560045 leaf_weight=252.49225819157436 6.3891036957502356 10.555380903184412 8.1156786717474443 leaf_count=2743 47 217 63 internal_value=0 -9.864e-05 0.00134515 internal_weight=0 263.048 14.5048 internal_count=3070 2960 110 is_linear=0 shrinkage=0.00149501 Tree=1983 num_leaves=4 num_cat=0 split_feature=10 376 0 split_gain=13.2848 10.9151 0.145892 threshold=-0.088499999999999981 0.048375000000000008 -0.079119999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010619580174952576 -0.00013621900334702852 0.00075171058333476563 0.0014342566867006307 leaf_weight=5.0876574572175741 246.19155320990831 25.8069471064955 7.7560107409954053 leaf_count=39 2826 161 53 internal_value=0 -5.16985e-05 0.00129723 internal_weight=0 271.999 12.8437 internal_count=3079 2987 92 is_linear=0 shrinkage=0.00130149 Tree=1984 num_leaves=4 num_cat=0 split_feature=14 3 15 split_gain=12.8852 14.2548 2.01343 threshold=0.073890000000000011 -0.10075499999999998 -0.14601999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00063351519553113888 -0.00049517822070980046 -6.3973807143278232e-05 -0.0017919543336522114 leaf_weight=64.442052406258881 3.0120741575956345 214.66211261111312 6.8709245603531581 leaf_count=372 24 2661 88 internal_value=0 9.72581e-05 -0.00140671 internal_weight=0 279.104 9.883 internal_count=3145 3033 112 is_linear=0 shrinkage=0.00130149 Tree=1985 num_leaves=4 num_cat=0 split_feature=39 3 1 split_gain=18.6291 20.5866 15.2092 threshold=0.0047850000000000011 -0.10075499999999998 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.8080432748928973e-05 -0.00015374248199633765 -0.00012157275189561171 0.00022735848660423213 leaf_weight=64.748615747317672 13.559930719435213 166.05604915739968 44.104301715269685 leaf_count=413 71 2313 301 internal_value=0 -6.27437e-05 0.000137617 internal_weight=0 230.805 57.6642 internal_count=3098 2726 372 is_linear=0 shrinkage=0.000315569 Tree=1986 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=15.6785 20.612 13.3937 threshold=0.10100500000000003 -0.11550499999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010676481425923203 9.6569450457862908e-05 -0.00014956957776624688 -0.00020463072313071332 leaf_weight=39.719183029606938 100.90010861866176 145.02660875348374 17.099112942814827 leaf_count=201 725 2096 79 internal_value=0 -9.4428e-05 5.27703e-05 internal_weight=0 184.746 117.999 internal_count=3101 2297 804 is_linear=0 shrinkage=0.000315569 Tree=1987 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=13.8467 19.8661 14.9081 threshold=0.099515000000000006 0.11456500000000001 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.9418471735734992e-05 1.0386682100628259e-05 0.00033826235244344182 0.0002544163660835904 leaf_weight=158.42119345162064 89.499691248871386 11.498407594859598 34.449142687022686 leaf_count=2211 550 33 246 internal_value=0 -6.02737e-05 7.83783e-05 internal_weight=0 169.92 123.949 internal_count=3040 2244 796 is_linear=0 shrinkage=0.000315569 Tree=1988 num_leaves=4 num_cat=0 split_feature=15 38 50 split_gain=14.7993 15.3334 8.33614 threshold=-0.24269999999999997 0.089560000000000015 0.08461500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026457344548101958 -7.2934150512839898e-06 -0.00042639321086593838 -0.00015113834701849485 leaf_weight=24.00991804711521 258.76739508169703 7.22197058238089 4.6339569333940736 leaf_count=217 2761 48 28 internal_value=0 -1.88472e-05 0.000196994 internal_weight=0 265.989 28.6439 internal_count=3054 2809 245 is_linear=0 shrinkage=0.00028582 Tree=1989 num_leaves=4 num_cat=0 split_feature=52 484 16 split_gain=15.9289 16.3734 1.27661 threshold=-0.41845999999999994 -0.0048899999999999994 0.25032500000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.5763971652617491e-05 -0.00019425150593790338 4.2707399879732242e-05 -0.00031833989895245295 leaf_weight=1.8450897382572282 27.320062232203782 256.76641924399883 13.208020467311142 leaf_count=51 455 2359 264 internal_value=0 1.9852e-05 -0.000286805 internal_weight=0 284.086 15.0531 internal_count=3129 2814 315 is_linear=0 shrinkage=0.000291537 Tree=1990 num_leaves=4 num_cat=0 split_feature=12 16 3 split_gain=19.6497 17.6181 17.3535 threshold=0.080020000000000022 -0.17157499999999998 -0.016239999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021889497666827246 9.9395150438613748e-05 -0.00014808412235482919 2.4111262206330601e-06 leaf_weight=42.748006185516715 31.808387672062963 104.62231485033408 118.45579064264894 leaf_count=201 201 2037 665 internal_value=0 -9.03509e-05 5.99304e-05 internal_weight=0 136.431 161.204 internal_count=3104 2238 866 is_linear=0 shrinkage=0.000291537 Tree=1991 num_leaves=4 num_cat=0 split_feature=1 0 156 split_gain=16.7632 18.601 14.9646 threshold=1.0000000180025095e-35 -0.07087499999999998 0.11896500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013417432190614162 0.00031850860276813619 0.00030135503132831365 -0.002309821351024738 leaf_weight=45.424101600656286 195.09693074598908 31.87799707474187 5.9749502521008244 leaf_count=1282 1446 289 75 internal_value=0 -0.000664703 0.000239164 internal_weight=0 77.3021 201.072 internal_count=3092 1571 1521 is_linear=0 shrinkage=0.00165061 Tree=1992 num_leaves=4 num_cat=0 split_feature=51 1 3 split_gain=14.2573 13.0253 0.220608 threshold=-0.40548499999999993 0.10364000000000002 -0.015559999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014678455328772809 -0.00017252430839611988 0.00043106059090019128 -0.0020702108674578467 leaf_weight=4.9579893234185874 170.55599438818172 99.773533139377832 3.1329591525718552 leaf_count=90 2264 672 22 internal_value=0 5.03337e-05 -0.00172617 internal_weight=0 270.33 8.09095 internal_count=3048 2936 112 is_linear=0 shrinkage=0.00132752 Tree=1993 num_leaves=4 num_cat=0 split_feature=3 0 13 split_gain=14.6654 30.4434 17.6059 threshold=-0.048654999999999997 -0.07087499999999998 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021077210929511812 0.0001802342173149135 9.3039229953080111e-05 -4.0386054911755369e-05 leaf_weight=80.957967566326261 69.776148962322623 58.984872716479003 80.737563320435584 leaf_count=1735 469 501 385 internal_value=0 -8.27459e-05 6.19485e-05 internal_weight=0 139.943 150.514 internal_count=3090 2236 854 is_linear=0 shrinkage=0.00032188 Tree=1994 num_leaves=4 num_cat=0 split_feature=14 3 16 split_gain=12.9848 13.5488 0.677592 threshold=0.077685000000000018 -0.097724999999999992 -0.034734999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065535846032837577 -0.0013904887078200695 -0.0001157902209879849 -0.0023493334054858163 leaf_weight=67.144369063898921 4.5774777550250292 209.58615782205015 3.5354551170021278 leaf_count=389 59 2636 43 internal_value=0 7.15064e-05 -0.00183463 internal_weight=0 276.731 8.11293 internal_count=3127 3025 102 is_linear=0 shrinkage=0.00149501 Tree=1995 num_leaves=4 num_cat=0 split_feature=457 9 52 split_gain=14.5372 16.3644 14.6962 threshold=0.082870000000000013 -0.016839999999999997 -0.090189999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015463747017817775 -0.001370964280374093 -0.00026590210298740814 0.00089425162467746469 leaf_weight=9.0323221571743471 5.6522395685315123 221.63307923194952 41.022969605401158 leaf_count=84 47 2756 210 internal_value=0 -0.000194222 0.000617316 internal_weight=0 230.665 46.6752 internal_count=3097 2840 257 is_linear=0 shrinkage=0.00132752 Tree=1996 num_leaves=4 num_cat=0 split_feature=147 15 52 split_gain=13.317 13.0345 8.17909 threshold=0.085900000000000018 -0.25766499999999998 -0.064364999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00090529943668091087 -0.00056423824504559157 -0.00018598024010493616 0.0012560595199109829 leaf_weight=22.843728791922331 5.8120437189936665 230.76219632755965 23.495947128161788 leaf_count=224 55 2731 110 internal_value=0 -8.73263e-05 0.000894304 internal_weight=0 253.606 29.308 internal_count=3120 2955 165 is_linear=0 shrinkage=0.00138116 Tree=1997 num_leaves=4 num_cat=0 split_feature=376 3 42 split_gain=16.6571 19.5533 4.20173 threshold=0.048375000000000008 -0.10643499999999999 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010877534832518495 -3.9799633924108244e-05 -7.3475426149285358e-05 0.00025707624568629766 leaf_weight=65.814956458285451 4.8693156540393856 207.49662664136849 23.239316802471876 leaf_count=388 18 2610 148 internal_value=0 -2.95618e-05 0.000205694 internal_weight=0 273.312 28.1086 internal_count=3164 2998 166 is_linear=0 shrinkage=0.000291537 Tree=1998 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=14.3089 15.2869 threshold=-0.52054499999999992 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0020005298676362693 -5.4525651382972142e-05 0.00074444858526926349 leaf_weight=5.188365399837493 232.09318445832469 44.575803484767675 leaf_count=51 2690 355 internal_value=0 7.4451e-05 internal_weight=0 276.669 internal_count=3096 3045 is_linear=0 shrinkage=0.00125096 Tree=1999 num_leaves=4 num_cat=0 split_feature=160 52 133 split_gain=15.4397 14.386 0.193057 threshold=-0.25833999999999996 -0.42985499999999993 0.092000000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035007242843667448 -0.00028603720237444782 3.284072717961728e-05 -0.00021501300300508596 leaf_weight=9.7532026942353678 13.015408036764709 266.30549953319132 1.8021971504203964 leaf_count=211 280 2512 55 internal_value=0 1.78734e-05 -0.000331274 internal_weight=0 279.321 11.5554 internal_count=3058 2792 266 is_linear=0 shrinkage=0.000297367 Tree=2000 num_leaves=4 num_cat=0 split_feature=51 0 3 split_gain=14.0308 14.5397 0.221945 threshold=-0.40548499999999993 -0.074249999999999997 -0.015559999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016334003215310682 -0.00019828086391618312 0.00051727215810032693 -0.0023107928354195481 leaf_weight=4.8285312307998538 174.27551640965976 99.675841341260821 3.1880362285301072 leaf_count=94 2154 822 21 internal_value=0 6.21745e-05 -0.00193091 internal_weight=0 273.951 8.01657 internal_count=3091 2976 115 is_linear=0 shrinkage=0.00149501 Tree=2001 num_leaves=4 num_cat=0 split_feature=4 48 14 split_gain=17.6499 18.3755 13.0268 threshold=0.27150500000000005 0.11978500000000002 -0.23083499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050119340155726372 0.00019389797190350177 -0.00032028976829804007 -4.4097528942927722e-05 leaf_weight=4.8927863650023928 43.559074100106955 6.1340741813182822 227.78639644943178 leaf_count=36 337 28 2663 internal_value=0 0.00012985 -5.39458e-05 internal_weight=0 49.6931 232.679 internal_count=3064 365 2699 is_linear=0 shrinkage=0.000280216 Tree=2002 num_leaves=4 num_cat=0 split_feature=484 3 123 split_gain=15.8075 13.7793 6.16751 threshold=-0.0048899999999999994 -0.10075499999999998 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011416573409111107 0.00063621204276872838 -6.0953345816848096e-05 0.0011794681580254067 leaf_weight=23.588921535527337 64.353464430198073 188.20362755144015 2.0222611166536799 leaf_count=485 371 2200 14 internal_value=0 0.000116893 -0.000954045 internal_weight=0 252.557 25.6112 internal_count=3070 2571 499 is_linear=0 shrinkage=0.00130149 Tree=2003 num_leaves=4 num_cat=0 split_feature=147 484 52 split_gain=14.4757 13.6239 7.30941 threshold=0.085900000000000018 -0.0048899999999999994 -0.063199999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025453529398374508 -7.1864983365120468e-05 5.6395059549686798e-06 0.00029747557695275701 leaf_weight=22.712725654244423 7.1340800579637316 241.29657201189548 24.327169977128506 leaf_count=447 61 2475 104 internal_value=0 -1.68418e-05 0.000213767 internal_weight=0 264.009 31.4613 internal_count=3087 2922 165 is_linear=0 shrinkage=0.00032188 Tree=2004 num_leaves=4 num_cat=0 split_feature=481 52 124 split_gain=14.3603 14.3073 2.31121 threshold=-0.0082899999999999988 -0.42985499999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5967670548106763e-05 -0.00029656469077132803 3.8224246345156017e-05 -0.00037254899876092395 leaf_weight=1.5878820493817318 12.69134093262255 267.43207833962515 10.472028510179369 leaf_count=10 262 2494 308 internal_value=0 2.29438e-05 -0.000320322 internal_weight=0 280.123 12.0599 internal_count=3074 2756 318 is_linear=0 shrinkage=0.000309381 Tree=2005 num_leaves=3 num_cat=0 split_feature=1373 484 split_gain=12.7099 12.6538 threshold=0.09586500000000002 -0.0048899999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00089730788186949992 -0.0021482450429934304 0.0001696613213069551 leaf_weight=24.020271599292755 5.0711177550256243 256.84245518222451 leaf_count=469 30 2595 internal_value=0 7.80895e-05 internal_weight=0 280.863 internal_count=3094 3064 is_linear=0 shrinkage=0.00140878 Tree=2006 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=15.1864 15.2661 15.2334 threshold=0.080020000000000022 0.12545500000000001 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.7522761800591948e-05 -0.00011377120283613537 0.00023798750540452921 -0.00015793137604881016 leaf_weight=130.13863081112504 126.86638818727806 12.360442778095601 25.61198750231415 leaf_count=698 2177 70 145 internal_value=0 -8.23762e-05 5.5432e-05 internal_weight=0 139.227 155.751 internal_count=3090 2247 843 is_linear=0 shrinkage=0.000303315 Tree=2007 num_leaves=4 num_cat=0 split_feature=15 4 1 split_gain=17.9477 23.4394 16.1098 threshold=0.084050000000000014 0.15164000000000002 0.076845000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010728311196821479 -0.00031131751919497393 0.0004060574535960323 9.2357679580211234e-05 leaf_weight=66.500094275921583 36.554336152272299 6.4112190417945376 186.22670149896294 leaf_count=908 997 34 1131 internal_value=0 -0.000203495 3.98019e-05 internal_weight=0 42.9656 252.727 internal_count=3070 1031 2039 is_linear=0 shrinkage=0.000348413 Tree=2008 num_leaves=4 num_cat=0 split_feature=1 3 0 split_gain=21.682 15.0461 12.4918 threshold=0.10100500000000003 -0.11550499999999998 -0.19261999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011081710269586847 -0.00013201983269736105 -0.00012344852788070336 0.00015475786427789371 leaf_weight=37.56093710847199 19.467071457765996 137.22542018163949 100.4654023386538 leaf_count=210 89 2097 671 internal_value=0 -7.3067e-05 0.000108129 internal_weight=0 174.786 119.932 internal_count=3067 2307 760 is_linear=0 shrinkage=0.000328318 Tree=2009 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=13.436 20.2004 17.5824 threshold=0.090515000000000012 -0.15409499999999995 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001172482178051613 0.00011259576921572558 -0.00014818055314932317 -0.00011357333916866713 leaf_weight=35.951749309897423 119.1922902315855 98.242812504991889 42.926661612465978 leaf_count=154 848 1825 256 internal_value=0 -7.70317e-05 5.26725e-05 internal_weight=0 134.195 162.119 internal_count=3083 1979 1104 is_linear=0 shrinkage=0.000303315 Tree=2010 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=18.1084 23.9917 19.9378 threshold=0.085880000000000026 -0.15409499999999995 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011945396406625366 -1.1435562585302337e-05 -0.00019651751990659412 0.00021524038518632194 leaf_weight=27.858923239633441 144.50066022761166 75.784261049702764 42.617651537060738 leaf_count=116 1054 1606 293 internal_value=0 -0.000111548 4.02895e-05 internal_weight=0 103.643 187.118 internal_count=3069 1722 1347 is_linear=0 shrinkage=0.000291537 Tree=2011 num_leaves=4 num_cat=0 split_feature=12 0 43 split_gain=21.9367 18.7375 17.4926 threshold=0.023990000000000004 -0.10643499999999999 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021415036029250701 0.00011104182969154717 -0.00013375774687199128 1.0048949359918591e-05 leaf_weight=51.226495083421469 33.114074867218733 110.56460948754102 103.42441502958536 leaf_count=295 196 2059 529 internal_value=0 -7.72955e-05 7.77614e-05 internal_weight=0 143.679 154.651 internal_count=3079 2255 824 is_linear=0 shrinkage=0.00028582 Tree=2012 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=13.6149 19.1511 threshold=-0.29526499999999994 0.28122000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0019296783449383815 -0.00011358916974903114 0.001001522665202266 leaf_weight=7.8796499650925389 234.85903231333941 40.219354890286922 leaf_count=75 2676 317 internal_value=0 4.97931e-05 internal_weight=0 275.078 internal_count=3068 2993 is_linear=0 shrinkage=0.00149501 Tree=2013 num_leaves=4 num_cat=0 split_feature=147 0 0 split_gain=14.5453 13.4942 6.93706 threshold=0.087265000000000023 -0.074479999999999977 -0.092134999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046538791989508799 0.0018254994743161774 0.00034701039255289863 -0.00014018391711958776 leaf_weight=149.21295042801648 17.448616027832035 101.03333106543869 7.5584287475794545 leaf_count=2020 73 894 74 internal_value=0 -0.000137385 0.00123339 internal_weight=0 250.246 25.007 internal_count=3061 2914 147 is_linear=0 shrinkage=0.00171729 Tree=2014 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=15.1959 24.1377 15.7592 threshold=-0.10075499999999998 -0.078644999999999979 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00091681862195052571 -0.00094445292700473733 6.7995095911442771e-05 -0.00036022650328667563 leaf_weight=46.489934692159295 44.996173238847405 164.83281758753583 21.049597157165408 leaf_count=255 1290 1361 166 internal_value=0 -0.000149504 0.000518873 internal_weight=0 209.829 67.5395 internal_count=3072 2651 421 is_linear=0 shrinkage=0.00122643 Tree=2015 num_leaves=4 num_cat=0 split_feature=376 150 1 split_gain=20.4944 18.9651 3.22561 threshold=0.048375000000000008 0.082085000000000019 0.086100000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.564894999050685e-05 4.6330462160430157e-05 0.00010833133807192751 0.00029033764095679621 leaf_weight=201.16088431724347 6.5742510557174709 60.145359871909022 21.134438520297408 leaf_count=2598 21 349 143 internal_value=0 -4.09729e-05 0.000232863 internal_weight=0 261.306 27.7087 internal_count=3111 2947 164 is_linear=0 shrinkage=0.000303315 Tree=2016 num_leaves=4 num_cat=0 split_feature=12 44 42 split_gain=18.0864 15.4785 13.1817 threshold=0.023990000000000004 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.4353436195335097e-05 -0.00034820236284423739 -0.0004259985770451697 -5.919436995403067e-05 leaf_weight=142.88762754388154 24.113926754333079 7.4938350543379775 112.85008282912895 leaf_count=784 701 49 1558 internal_value=0 6.81255e-05 -0.00011032 internal_weight=0 150.381 136.964 internal_count=3092 833 2259 is_linear=0 shrinkage=0.000355382 Tree=2017 num_leaves=4 num_cat=0 split_feature=1213 160 157 split_gain=15.6805 13.6817 2.45983 threshold=-1.0000000180025095e-35 -0.40187499999999993 -0.080514999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035830911463299674 -0.0015995517231940845 7.5168465787240534e-05 -0.0016137322501338146 leaf_weight=1.3906914666295058 10.389491646550594 246.54369796696119 14.866296834312379 leaf_count=7 228 2396 462 internal_value=0 6.7813e-06 -0.00144374 internal_weight=0 256.933 16.257 internal_count=3093 2624 469 is_linear=0 shrinkage=0.00143696 Tree=2018 num_leaves=4 num_cat=0 split_feature=484 38 1348 split_gain=13.1944 13.2573 12.1265 threshold=-1.0000000180025095e-35 0.11976000000000002 0.093505000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012064606899840576 0.00015823369245568624 -0.0023574893124468791 0.0021528716045739471 leaf_weight=22.514013481792066 251.60055431444198 3.7885476350784293 2.0561363697051993 leaf_count=483 2567 23 3 internal_value=0 0.000119898 -0.000916846 internal_weight=0 255.389 24.5701 internal_count=3076 2590 486 is_linear=0 shrinkage=0.00135407 Tree=2019 num_leaves=4 num_cat=0 split_feature=1 133 47 split_gain=13.5801 13.4833 12.7032 threshold=0.10100500000000003 0.10681500000000001 0.083670000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8573227548428986e-05 0.00060135848556185751 -0.0013338190075937444 -0.00023317943124496375 leaf_weight=157.40795039199293 79.921796660870314 12.977588501526041 37.019437538459897 leaf_count=1922 581 400 221 internal_value=0 -0.000184232 0.000337203 internal_weight=0 170.386 116.941 internal_count=3124 2322 802 is_linear=0 shrinkage=0.0011788 Tree=2020 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=22.9611 22.7335 19.4098 threshold=0.076845000000000011 -0.055084999999999988 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023373080555484001 -0.00021164821358081166 6.8268268221886112e-05 7.3314663047587033e-05 leaf_weight=52.742482575122267 19.872878059744835 29.143427528440952 185.53471211716533 leaf_count=1437 168 150 1329 internal_value=0 -0.000126302 4.56446e-05 internal_weight=0 81.8859 205.408 internal_count=3084 1587 1497 is_linear=0 shrinkage=0.000274722 Tree=2021 num_leaves=4 num_cat=0 split_feature=150 1 51 split_gain=12.2701 17.7349 14.3735 threshold=0.082085000000000019 0.13558500000000004 -0.067854999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033009795207547169 -0.0010499505999264983 0.0010133036537985933 0.00067006460403864695 leaf_weight=193.66488057118841 9.5022761877626163 18.101350011304021 57.362933894619346 leaf_count=2540 91 155 315 internal_value=0 -0.000214792 0.000424285 internal_weight=0 211.766 66.8652 internal_count=3101 2695 406 is_linear=0 shrinkage=0.00130149 Tree=2022 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=17.6164 18.1938 13.9882 threshold=0.088975000000000012 -0.15589499999999998 0.081905000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012539736575811986 0.00013394220154515235 -0.00016772882778145543 -7.8787268705742637e-05 leaf_weight=32.07828781940043 124.72780254669487 90.57698250724934 47.906130905263126 leaf_count=140 921 1781 292 internal_value=0 -9.10225e-05 7.48967e-05 internal_weight=0 122.655 172.634 internal_count=3134 1921 1213 is_linear=0 shrinkage=0.000334884 Tree=2023 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=12.3477 15.7758 1.34488 threshold=-0.41845999999999994 -0.077644999999999978 0.12173500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013002851091221345 0.0004817216885199508 -0.00016649779790524553 -0.00012767798725596722 leaf_weight=11.704619075171648 76.472526305355132 186.2528886764776 1.6356852399185289 leaf_count=257 508 2291 27 internal_value=0 2.23068e-05 -0.00115877 internal_weight=0 262.725 13.3403 internal_count=3083 2799 284 is_linear=0 shrinkage=0.00120238 Tree=2024 num_leaves=4 num_cat=0 split_feature=1 0 130 split_gain=13.1297 22.7186 16.9828 threshold=1.0000000180025095e-35 -0.084074999999999997 -0.068059999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013942499131482169 0.001495452241534762 0.0001466358845859039 5.5961174967221228e-05 leaf_weight=33.772812665440142 18.501826882362366 47.34250091877766 186.41668467503041 leaf_count=801 92 792 1464 internal_value=0 -0.000495958 0.000186677 internal_weight=0 81.1153 204.919 internal_count=3149 1593 1556 is_linear=0 shrinkage=0.00143696 Tree=2025 num_leaves=4 num_cat=0 split_feature=133 472 1 split_gain=13.537 13.7027 5.13585 threshold=0.11264000000000002 -1.0000000180025095e-35 0.12220000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003929590264894361 -0.00037992697441189849 4.0208937492640632e-05 0.00020318320680892468 leaf_weight=7.9988324851728967 12.105021419003604 267.71444318629801 1.8066415637731541 leaf_count=143 358 2549 19 internal_value=0 2.74877e-05 -0.000303184 internal_weight=0 275.713 13.9117 internal_count=3069 2692 377 is_linear=0 shrinkage=0.000328318 Tree=2026 num_leaves=3 num_cat=0 split_feature=160 484 split_gain=15.387 15.6644 threshold=-0.25833999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018846452684601407 -0.0011278583443532235 0.00019196595888286498 leaf_weight=10.937673706561325 25.969128455268219 242.46484617143869 leaf_count=270 502 2330 internal_value=0 6.38651e-05 internal_weight=0 268.434 internal_count=3102 2832 is_linear=0 shrinkage=0.00161824 Tree=2027 num_leaves=4 num_cat=0 split_feature=133 123 1 split_gain=12.3286 13.1869 0.115226 threshold=-0.39935999999999994 1.0000000180025095e-35 0.10786000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015773449134805955 -5.7298201686231138e-05 0.000856343943283173 -0.0022191085684469102 leaf_weight=5.4861200824379912 234.14941450441256 34.47282431088388 1.6902307271957395 leaf_count=154 2661 259 13 internal_value=0 6.02592e-05 -0.00176027 internal_weight=0 268.622 7.17635 internal_count=3087 2920 167 is_linear=0 shrinkage=0.00138116 Tree=2028 num_leaves=4 num_cat=0 split_feature=4 484 2 split_gain=14.4308 13.1743 3.73789 threshold=-0.49096999999999996 -1.0000000180025095e-35 0.10659500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015269169390284697 -0.00090177176871176937 0.00015636940798184685 -0.00013842461608646443 leaf_weight=13.193270958960058 22.645467372145504 233.37794250249863 4.6295654140412799 leaf_count=108 467 2456 44 internal_value=0 6.24227e-05 -0.00116937 internal_weight=0 256.023 17.8228 internal_count=3075 2923 152 is_linear=0 shrinkage=0.00132752 Tree=2029 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=14.6927 13.9421 5.31336 threshold=0.11584000000000001 0.082335000000000005 0.14780500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003545434462001733 0.00035275346519136495 0.00056016725445322279 0.0013318642119933399 leaf_weight=179.59451987151988 44.102452324703336 38.512740720063448 13.853588379919527 leaf_count=2458 326 217 117 internal_value=0 -0.000192822 0.000588913 internal_weight=0 218.107 57.956 internal_count=3118 2675 443 is_linear=0 shrinkage=0.00138116 Tree=2030 num_leaves=4 num_cat=0 split_feature=15 151 4 split_gain=13.2975 13.8918 10.8361 threshold=0.084580000000000016 -0.29526499999999994 0.17888000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043648863257351311 -0.00025136450847159281 3.2383627898628943e-05 0.00027368484344169616 leaf_weight=7.8098954707384101 39.475436557084322 242.06306310649961 5.3321768604218951 leaf_count=69 1009 1990 21 internal_value=0 1.75399e-05 -0.000188356 internal_weight=0 249.873 44.8076 internal_count=3089 2059 1030 is_linear=0 shrinkage=0.000348413 Tree=2031 num_leaves=4 num_cat=0 split_feature=15 4 472 split_gain=14.6875 20.4067 12.4915 threshold=0.084580000000000016 0.15164000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037462851031855039 -0.00028077480182548586 0.00038900950683685488 2.9962227977183832e-05 leaf_weight=8.0662212474271637 35.326678232755512 5.3360986765474072 237.85340472403914 leaf_count=156 953 36 1936 internal_value=0 -0.000192053 1.65271e-05 internal_weight=0 40.6628 245.92 internal_count=3081 989 2092 is_linear=0 shrinkage=0.00032188 Tree=2032 num_leaves=4 num_cat=0 split_feature=43 156 15 split_gain=14.2581 12.5622 2.32542 threshold=0.25537500000000007 0.11896500000000002 -0.23160499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013810403926787902 9.2494806847459653e-05 -0.0021880423196496118 -0.002310505918458688 leaf_weight=261.55443079746328 1.3617755249142636 6.9188015442341557 8.7465797711629403 leaf_count=2865 10 101 178 internal_value=0 7.727e-05 -0.00198931 internal_weight=0 268.473 10.1084 internal_count=3154 2966 188 is_linear=0 shrinkage=0.00171729 Tree=2033 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=16.041 15.7906 3.52279 threshold=-1.0000000180025095e-35 -0.083219999999999975 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.0133740176468141e-06 -0.00030341958289354282 4.6462658866406973e-05 -0.00036718407226666108 leaf_weight=3.7197482623159912 14.57333166990429 261.52589617762715 14.087385785533113 leaf_count=79 368 2277 397 internal_value=0 2.78793e-05 -0.000292675 internal_weight=0 276.099 17.8071 internal_count=3121 2645 476 is_linear=0 shrinkage=0.000328318 Tree=2034 num_leaves=4 num_cat=0 split_feature=4 150 13 split_gain=20.298 17.0003 16.1158 threshold=0.29587000000000002 -1.0000000180025095e-35 -0.24426999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019426921453861092 -0.00037196701620960946 0.00024083486556846355 -0.00010548078056219073 leaf_weight=20.174626460298896 5.280040778219699 36.400127936154604 222.367798572639 leaf_count=101 25 308 2665 internal_value=0 0.000162417 -8.04695e-05 internal_weight=0 41.6802 242.542 internal_count=3099 333 2766 is_linear=0 shrinkage=0.00032188 Tree=2035 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=16.8931 18.7267 12.7636 threshold=0.10100500000000003 -0.11550499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012775811265803246 -0.00027703170940718362 -0.00011955775073821958 0.00011299147383613831 leaf_weight=37.10445436835289 8.5620911922305805 137.92986447643489 109.21716648712754 leaf_count=201 108 2129 672 internal_value=0 -6.70826e-05 8.44021e-05 internal_weight=0 175.034 117.779 internal_count=3110 2330 780 is_linear=0 shrinkage=0.000309381 Tree=2036 num_leaves=4 num_cat=0 split_feature=15 13 147 split_gain=13.7329 17.2816 12.2083 threshold=0.084580000000000016 -0.24921999999999997 0.085900000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.2111034644133031e-05 0.0032339710072236366 -0.001042053185883706 0.00096631479473293356 leaf_weight=214.45475181564689 1.7148328628391016 35.311849790392444 23.883408434689045 leaf_count=1938 8 987 144 internal_value=0 -0.000834863 5.03493e-05 internal_weight=0 37.0267 238.338 internal_count=3077 995 2082 is_linear=0 shrinkage=0.00135407 Tree=2037 num_leaves=4 num_cat=0 split_feature=16 1 4 split_gain=15.4404 15.2197 7.8177 threshold=0.26746000000000009 1.0000000180025095e-35 0.091965000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010307018764884084 -0.00031406052380320102 7.2952288604586195e-05 0.00010328828345998319 leaf_weight=74.021961628925055 23.3147232006304 185.20211927872151 6.0382906980812541 leaf_count=1440 320 1311 44 internal_value=0 2.26659e-05 -0.00022814 internal_weight=0 259.224 29.353 internal_count=3115 2751 364 is_linear=0 shrinkage=0.000328318 Tree=2038 num_leaves=4 num_cat=0 split_feature=472 1365 481 split_gain=12.2287 12.7628 0.0779931 threshold=-1.0000000180025095e-35 0.087320000000000009 -0.081369999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021761626357684181 9.4653744600044237e-05 -0.0024240220430669086 -0.0016018422412405104 leaf_weight=1.9377463576383887 269.0274707491044 4.4611420109868041 6.5306563093326968 leaf_count=21 2918 34 148 internal_value=0 5.2594e-05 -0.00175994 internal_weight=0 273.489 8.4684 internal_count=3121 2952 169 is_linear=0 shrinkage=0.00149501 Tree=2039 num_leaves=4 num_cat=0 split_feature=376 1456 4 split_gain=14.0377 14.1773 2.24309 threshold=0.048375000000000008 1.0000000180025095e-35 -0.00052499999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.003430675896353e-06 0.0003009747949047138 -0.00038207426330591596 0.00011674464126355133 leaf_weight=256.3258551210165 14.856897976249458 8.9965273416601104 10.608031429350374 leaf_count=2649 78 259 80 internal_value=0 -1.02094e-05 0.000225076 internal_weight=0 265.322 25.4649 internal_count=3066 2908 158 is_linear=0 shrinkage=0.000303315 Tree=2040 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=14.9115 13.0137 9.79052 threshold=0.10384000000000002 -0.10643499999999999 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2936539174955831e-05 2.7561777310889814e-05 -0.00012675971734326961 0.00024377703251693699 leaf_weight=58.095465702936053 78.550164882093668 118.03615478402935 31.586771862581372 leaf_count=332 486 2014 238 internal_value=0 -6.41898e-05 8.97559e-05 internal_weight=0 176.132 110.137 internal_count=3070 2346 724 is_linear=0 shrinkage=0.000328318 Tree=2041 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=19.834 20.3396 13.2777 threshold=0.076845000000000011 0.047345000000000005 0.084630000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00098283697180113301 0.00026417111208758347 0.00043909661135565109 -0.00077147063403729165 leaf_weight=57.371309366542846 173.56900571100414 21.604389736428857 21.695668482221663 leaf_count=1532 1107 78 364 internal_value=0 -0.000593786 0.000148726 internal_weight=0 78.9757 195.265 internal_count=3081 1610 1471 is_linear=0 shrinkage=0.00125096 Tree=2042 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=18.674 25.8622 16.6258 threshold=1.0000000180025095e-35 -0.059114999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030368895197044766 0.00018762153738738783 8.431628689780938e-05 -2.6873200426430208e-05 leaf_weight=51.503586884820834 54.801207514479756 30.674405653961003 154.60574518237263 leaf_count=1388 361 157 1148 internal_value=0 -0.000158941 2.93297e-05 internal_weight=0 82.178 209.407 internal_count=3054 1545 1509 is_linear=0 shrinkage=0.000334884 Tree=2043 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=12.692 15.891 11.7679 threshold=0.080020000000000022 -0.016324999999999996 -0.096359999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010509868042278439 0.00014000117081633404 -4.3287599836724942e-05 -0.00076055792148457346 leaf_weight=37.970073419623077 52.555254029110074 113.38084672298282 76.392768674297258 leaf_count=192 408 662 1862 internal_value=0 0.000231812 -0.000393715 internal_weight=0 151.351 128.948 internal_count=3124 854 2270 is_linear=0 shrinkage=0.00146569 Tree=2044 num_leaves=4 num_cat=0 split_feature=13 39 42 split_gain=15.8302 18.8594 9.14651 threshold=-0.10462499999999998 0.0047850000000000011 0.083855000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011209347271295782 -0.00042556835767394838 0.00063392458755839496 -0.00024009106161333656 leaf_weight=34.143845980986953 181.11880337353796 44.96340505965054 15.315441366285084 leaf_count=199 2472 310 118 internal_value=0 -0.000214646 0.000699892 internal_weight=0 226.082 49.4593 internal_count=3099 2782 317 is_linear=0 shrinkage=0.00146569 Tree=2045 num_leaves=4 num_cat=0 split_feature=1213 132 0 split_gain=15.2269 12.9984 2.47661 threshold=-1.0000000180025095e-35 0.08018500000000002 -0.12985499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.2968297437086297e-05 -6.5831295947879227e-05 0.00017190162680876908 -0.00040441360178024744 leaf_weight=3.0925724413245943 240.47224384127185 31.476087508257478 16.92732986365445 leaf_count=22 2364 270 469 internal_value=0 -3.8256e-05 -0.000352312 internal_weight=0 271.948 20.0199 internal_count=3125 2634 491 is_linear=0 shrinkage=0.000348413 Tree=2046 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=13.2808 19.4134 16.6545 threshold=1.0000000180025095e-35 -0.11550499999999998 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00087529560021259653 0.00047168518058100865 -0.00090974920874958864 -0.00057751358592312554 leaf_weight=18.257693590596318 153.48877208400518 61.989338377956301 45.529390635900199 leaf_count=70 1210 1530 313 internal_value=0 -0.000502965 0.00023147 internal_weight=0 80.247 199.018 internal_count=3123 1600 1523 is_linear=0 shrinkage=0.00152491 Tree=2047 num_leaves=4 num_cat=0 split_feature=150 157 2 split_gain=15.9415 19.7212 14.5326 threshold=0.081245000000000026 -0.07692499999999998 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020030780006943927 -3.1515002976032661e-05 -7.8347282675956861e-05 0.00026902786121504792 leaf_weight=33.422083240468055 31.051034305244684 189.07782169454731 42.889527218416333 leaf_count=279 212 2401 222 internal_value=0 -3.64103e-05 0.000142959 internal_weight=0 222.5 73.9406 internal_count=3114 2680 434 is_linear=0 shrinkage=0.000334884 Tree=2048 num_leaves=4 num_cat=0 split_feature=4 38 49 split_gain=17.4433 16.3135 11.6717 threshold=0.27150500000000005 0.10208000000000002 0.27772500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9127729748011596e-05 0.00022556031132033453 -0.00055685249631051107 -0.00026943796076618783 leaf_weight=231.32849393645301 41.138838890939951 5.8729851655662051 5.2646824494004241 leaf_count=2693 319 38 24 internal_value=0 -4.24505e-05 0.000168887 internal_weight=0 237.201 46.4035 internal_count=3074 2731 343 is_linear=0 shrinkage=0.000315569 Tree=2049 num_leaves=4 num_cat=0 split_feature=39 3 42 split_gain=13.809 17.284 16.1168 threshold=0.0047850000000000011 -0.10096999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7734858288161554e-05 -0.00017237309786350208 -8.6837272458717787e-05 0.0002202038668464424 leaf_weight=65.098936982452869 12.253246328793464 164.16212448151782 43.5026631411165 leaf_count=407 64 2319 301 internal_value=0 -3.44057e-05 0.000133756 internal_weight=0 229.261 55.7559 internal_count=3091 2726 365 is_linear=0 shrinkage=0.000303315 Tree=2050 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=18.4282 16.3177 13.5866 threshold=0.10437000000000002 0.11456500000000001 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012682175067891714 0.00013042080925648955 0.00023048398178901328 -0.00018639353140147261 leaf_weight=179.19396433793008 82.0351357832551 14.822365894913672 17.639681503176689 leaf_count=2350 602 48 78 internal_value=0 -9.94073e-05 7.42072e-05 internal_weight=0 194.016 99.6748 internal_count=3078 2398 680 is_linear=0 shrinkage=0.000328318 Tree=2051 num_leaves=4 num_cat=0 split_feature=2 11 31 split_gain=13.871 14.2166 13.3267 threshold=0.097925000000000012 0.088630000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028636998460435169 9.7293230180044355e-05 -0.00032060936776138988 -8.3296757782021496e-05 leaf_weight=9.4117551576346141 119.38329050596803 7.8816091269254676 155.7053152427543 leaf_count=80 880 69 2068 internal_value=0 7.11531e-05 -6.20458e-05 internal_weight=0 127.265 165.117 internal_count=3097 949 2148 is_linear=0 shrinkage=0.000303315 Tree=2052 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=16.8314 20.1478 10.6401 threshold=0.10100500000000003 0.11456500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004037345975030093 0.0010090771100281165 0.0013060460435757883 0.00012498009000432123 leaf_weight=152.68267916678451 34.536569304764271 13.086146870627998 78.112051130272448 leaf_count=2280 296 42 489 internal_value=0 -0.00026797 0.000396765 internal_weight=0 165.769 112.649 internal_count=3107 2322 785 is_linear=0 shrinkage=0.00132752 Tree=2053 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=13.9698 13.3014 5.06967 threshold=-0.24269999999999997 -0.19153499999999998 -0.46879999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041936118886236237 -0.0020034429091477851 -3.3441951316840977e-05 0.0013976053978605584 leaf_weight=4.2467025294899967 8.1285629244521242 242.81017905520275 20.940318452194333 leaf_count=37 85 2784 210 internal_value=0 -9.81205e-05 0.00109075 internal_weight=0 250.939 25.187 internal_count=3116 2869 247 is_linear=0 shrinkage=0.00152491 Tree=2054 num_leaves=4 num_cat=0 split_feature=15 15 159 split_gain=14.0953 17.3272 5.83895 threshold=-0.24269999999999997 -0.23118499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.3652437531066531e-05 -0.00075651481612750793 -1.4932476778064839e-05 0.00026095891666818796 leaf_weight=5.2873139083385494 2.704589399509131 258.47821898572147 23.206530831754208 leaf_count=27 27 2814 231 internal_value=0 -2.29326e-05 0.000196936 internal_weight=0 261.183 28.4938 internal_count=3099 2841 258 is_linear=0 shrinkage=0.000297367 Tree=2055 num_leaves=4 num_cat=0 split_feature=15 43 472 split_gain=14.5061 15.5434 13.9217 threshold=0.084580000000000016 -0.19537999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039593820973017044 0.00022456257245183497 -0.00027812566222214116 5.3976264980445944e-05 leaf_weight=7.8555578449740997 8.6236523222178203 32.98768292600289 242.17774911643937 leaf_count=150 76 937 1951 internal_value=0 -0.000173624 3.96699e-05 internal_weight=0 41.6113 250.033 internal_count=3114 1013 2101 is_linear=0 shrinkage=0.000334884 Tree=2056 num_leaves=4 num_cat=0 split_feature=43 44 15 split_gain=12.782 12.5274 2.74244 threshold=0.25537500000000007 1.0000000180025095e-35 -0.24211499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.202653947565911e-05 0.00038807921500637105 -0.001737615015444949 -0.0018000194530291089 leaf_weight=253.59454417834058 1.1979655474424351 7.4876932986080638 9.1720146252773684 leaf_count=2862 9 52 181 internal_value=0 9.69107e-06 -0.0015458 internal_weight=0 261.082 10.37 internal_count=3104 2914 190 is_linear=0 shrinkage=0.00138116 Tree=2057 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=13.8935 19.64 18.1195 threshold=1.0000000180025095e-35 -0.14236999999999997 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067089960140777176 -0.0011838221111397449 -0.00088874437810696665 0.00035738371998072973 leaf_weight=21.192178705707192 15.710133198648689 55.607451830292121 181.5013286313042 leaf_count=72 156 1490 1342 internal_value=0 -0.000458024 0.000234007 internal_weight=0 76.7996 197.211 internal_count=3060 1562 1498 is_linear=0 shrinkage=0.00138116 Tree=2058 num_leaves=4 num_cat=0 split_feature=14 123 51 split_gain=13.7465 14.5337 1.04256 threshold=0.073890000000000011 1.0000000180025095e-35 -0.042309999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6263447731115705e-06 -0.00046020414415286957 0.00018276908858451301 -0.00025245412396047236 leaf_weight=242.79820778337307 3.207312798127532 35.200674664229155 6.1774401441216451 leaf_count=2743 30 250 77 internal_value=0 1.47989e-05 -0.000328043 internal_weight=0 277.999 9.38475 internal_count=3100 2993 107 is_linear=0 shrinkage=0.000280216 Tree=2059 num_leaves=4 num_cat=0 split_feature=1456 1456 151 split_gain=15.2898 12.5171 1.66051 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.035524999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018169127767763758 0.00017282963202970933 -0.001268139656806711 -0.0015028809523030494 leaf_weight=1.9155554017052043 254.9649623115547 10.525867996271698 11.282661743462084 leaf_count=31 2557 259 263 internal_value=0 0.000115189 -0.00131427 internal_weight=0 265.491 13.1982 internal_count=3110 2816 294 is_linear=0 shrinkage=0.00130149 Tree=2060 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=14.1373 15.7104 threshold=0.089560000000000015 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00092017439825785384 -0.0018293808213790332 -8.210887556254973e-05 leaf_weight=32.443207301199436 7.5346833495423189 240.43697123927996 leaf_count=226 55 2838 internal_value=0 3.73829e-05 internal_weight=0 272.88 internal_count=3119 3064 is_linear=0 shrinkage=0.00135407 Tree=2061 num_leaves=4 num_cat=0 split_feature=376 150 133 split_gain=14.4232 13.9907 3.52607 threshold=0.048375000000000008 0.082085000000000019 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7324657287863996e-05 9.169605851877984e-05 0.00011578210159574071 0.00033407445709410976 leaf_weight=202.61726877721958 12.014686502516271 60.733410105109215 15.529843719676135 leaf_count=2582 59 352 110 internal_value=0 -2.50657e-05 0.00022915 internal_weight=0 263.351 27.5445 internal_count=3103 2934 169 is_linear=0 shrinkage=0.000334884 Tree=2062 num_leaves=4 num_cat=0 split_feature=12 16 3 split_gain=14.0647 13.7358 13.4592 threshold=0.085945000000000008 0.15354500000000001 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036474961555309812 -0.00052985704045064447 -0.00074912872054823322 0.0012383945712423387 leaf_weight=152.47806035564281 96.925279519986361 22.264593089465052 8.1239347569644433 leaf_count=1185 1740 152 26 internal_value=0 0.000222438 -0.000391937 internal_weight=0 174.743 105.049 internal_count=3103 1337 1766 is_linear=0 shrinkage=0.00132752 Tree=2063 num_leaves=4 num_cat=0 split_feature=13 15 47 split_gain=15.4757 17.0372 5.65418 threshold=-0.23438999999999996 0.082805000000000004 0.082465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032843306116331139 7.9032745098644962e-06 -0.00023418741046328582 -3.4396259264235434e-05 leaf_weight=21.250076835975054 215.6065316000022 42.080946838948876 6.8708751648664466 leaf_count=137 1824 1072 34 internal_value=0 -3.17152e-05 0.000239997 internal_weight=0 257.687 28.121 internal_count=3067 2896 171 is_linear=0 shrinkage=0.000348413 Tree=2064 num_leaves=4 num_cat=0 split_feature=1429 52 157 split_gain=12.0607 13.3037 1.23071 threshold=-1.0000000180025095e-35 -0.048794999999999991 -0.089134999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00070141310887106853 0.00048566263319396979 -0.00018932146101419112 -0.0019380022777993871 leaf_weight=2.5396058363839984 101.48541419720277 163.86604558792897 6.8160485830157977 leaf_count=49 849 2063 98 internal_value=0 6.89266e-05 -0.00161459 internal_weight=0 265.351 9.35565 internal_count=3059 2912 147 is_linear=0 shrinkage=0.00146569 Tree=2065 num_leaves=4 num_cat=0 split_feature=4 150 11 split_gain=14.8333 19.92 14.1391 threshold=0.27150500000000005 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.1198684385151982e-06 -0.0003976734853555572 0.00024845833478975561 -0.00030988728343497244 leaf_weight=217.36875056871213 5.9870078712701789 44.043067255988717 18.547823010012507 leaf_count=2551 28 332 185 internal_value=0 0.000170422 -3.01378e-05 internal_weight=0 50.0301 235.917 internal_count=3096 360 2736 is_linear=0 shrinkage=0.000334884 Tree=2066 num_leaves=4 num_cat=0 split_feature=1 457 13 split_gain=14.667 16.0243 4.82481 threshold=0.12856000000000004 0.079930000000000015 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8024875767813978e-05 0.00037330731142217279 0.00015360283590449276 0.00010134497326366883 leaf_weight=209.89425642276183 12.889416374266146 43.714840289205313 20.572169929742813 leaf_count=2602 142 236 116 internal_value=0 -3.80488e-05 0.000207001 internal_weight=0 253.609 33.4616 internal_count=3096 2838 258 is_linear=0 shrinkage=0.000348413 Tree=2067 num_leaves=4 num_cat=0 split_feature=4 11 47 split_gain=13.8412 15.9628 14.0753 threshold=0.27150500000000005 0.080455000000000013 0.11861000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3379260923401082e-05 0.00021094551182914318 -0.00038164948603086065 -0.00033329431842765635 leaf_weight=230.08962153387256 43.463780723512173 12.238746019080279 5.207766391336917 leaf_count=2630 350 133 22 internal_value=0 -3.21463e-05 0.000152082 internal_weight=0 242.328 48.6715 internal_count=3135 2763 372 is_linear=0 shrinkage=0.000315569 Tree=2068 num_leaves=4 num_cat=0 split_feature=123 50 133 split_gain=13.5996 13.6537 10.7523 threshold=1.0000000180025095e-35 0.10647500000000001 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0212326270418178e-05 -0.0012254522588910754 -0.0014690517377660742 0.0011683593296259857 leaf_weight=215.93158126599155 4.7988360226154319 16.961433848366141 29.2496118247509 leaf_count=2485 33 317 236 internal_value=0 -0.000182018 0.000828061 internal_weight=0 232.893 34.0484 internal_count=3071 2802 269 is_linear=0 shrinkage=0.00149501 Tree=2069 num_leaves=4 num_cat=0 split_feature=1 39 42 split_gain=15.8 18.1502 15.5858 threshold=1.0000000180025095e-35 0.0047850000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035886938507074634 -4.8253602170017639e-06 0.00023131792098143769 -3.6225842031731707e-05 leaf_weight=22.180346393026412 163.78468050807714 44.535624418407679 58.575789353344589 leaf_count=603 1226 308 983 internal_value=0 4.57555e-05 -0.000125217 internal_weight=0 208.32 80.7561 internal_count=3120 1534 1586 is_linear=0 shrinkage=0.000328318 Tree=2070 num_leaves=4 num_cat=0 split_feature=376 50 2 split_gain=14.2776 15.8376 2.9462 threshold=0.048375000000000008 0.083315000000000014 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.987952847893137e-05 7.7469704970114931e-05 -0.00024405492002805941 0.00027883354491376844 leaf_weight=233.38345693051815 12.284940907731654 31.538621965330094 13.63448137231171 leaf_count=2369 89 549 78 internal_value=0 -4.66591e-05 0.000184138 internal_weight=0 264.922 25.9194 internal_count=3085 2918 167 is_linear=0 shrinkage=0.000297367 Tree=2071 num_leaves=4 num_cat=0 split_feature=4 150 14 split_gain=16.5412 17.7235 0.966841 threshold=0.50673000000000001 0.082085000000000019 -0.46510999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9588881516638152e-05 0.00012695572529264169 9.5466577984094068e-05 0.00030914960699793352 leaf_weight=204.06579010747373 3.383260251954197 64.641660146415234 12.172088416293262 leaf_count=2539 36 388 131 internal_value=0 -3.74544e-05 0.000270713 internal_weight=0 268.707 15.5553 internal_count=3094 2927 167 is_linear=0 shrinkage=0.000291537 Tree=2072 num_leaves=4 num_cat=0 split_feature=123 50 42 split_gain=13.3105 14.6982 8.53163 threshold=1.0000000180025095e-35 0.086500000000000007 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6972241627666117e-06 -0.00021912169065236239 -0.0002318226996863397 0.00024168525191320173 leaf_weight=230.33667671424337 4.6589688546955577 29.330427012871951 33.687953913584352 leaf_count=2350 24 534 248 internal_value=0 -1.76716e-05 0.000185224 internal_weight=0 259.667 38.3469 internal_count=3156 2884 272 is_linear=0 shrinkage=0.00032188 Tree=2073 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=14.0657 23.4243 10.6043 threshold=0.10100500000000003 -0.11550499999999998 0.095880000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017131378381267943 0.00016405565561593418 -0.00012056740227262504 -4.4262921658498243e-05 leaf_weight=37.976730538532138 76.008900769986212 133.54546343930997 40.215681185945868 leaf_count=195 521 2118 245 internal_value=0 -5.58724e-05 9.20007e-05 internal_weight=0 171.522 116.225 internal_count=3079 2313 766 is_linear=0 shrinkage=0.000328318 Tree=2074 num_leaves=4 num_cat=0 split_feature=1 4 403 split_gain=17.7898 21.7495 9.38601 threshold=1.0000000180025095e-35 -0.22295999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001685331987688137 -0.0012635048037645269 0.00036907686494643433 -0.00038011420724615532 leaf_weight=15.523479559924452 20.205561332404613 178.27909088786691 58.488483629655093 leaf_count=559 171 1319 1024 internal_value=0 0.000202263 -0.000656007 internal_weight=0 198.485 74.012 internal_count=3073 1490 1583 is_linear=0 shrinkage=0.00149501 Tree=2075 num_leaves=4 num_cat=0 split_feature=14 132 15 split_gain=13.1721 14.2748 1.54558 threshold=0.073890000000000011 0.080815000000000012 -0.14701499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7800394577623613e-06 -0.00015306711780902466 0.00022267677639223796 -0.00044831569613859536 leaf_weight=245.99116303725168 2.8346664607524872 32.726799766998738 6.9720419477671367 leaf_count=2658 24 284 90 internal_value=0 1.93585e-05 -0.000365664 internal_weight=0 278.718 9.80671 internal_count=3056 2942 114 is_linear=0 shrinkage=0.000328318 Tree=2076 num_leaves=3 num_cat=0 split_feature=1373 1365 split_gain=13.8006 12.0624 threshold=0.099250000000000019 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.1968899106269594e-05 -0.0022787892797635854 -0.0018777304228782764 leaf_weight=263.16585328360088 4.4187261909246436 5.4918885407969347 leaf_count=2989 25 56 internal_value=0 1.17563e-05 internal_weight=0 268.658 internal_count=3070 3045 is_linear=0 shrinkage=0.00130149 Tree=2077 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=16.7612 17.2539 3.48765 threshold=0.18595000000000003 0.0095750000000000019 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0132054517944357e-05 0.00011272070822971151 0.00011036909722072912 0.00034554629170346251 leaf_weight=218.60692135198042 10.531369188800456 51.239073408767581 9.8946270048618299 leaf_count=2569 76 345 74 internal_value=0 -3.58265e-05 0.000226774 internal_weight=0 269.846 20.426 internal_count=3064 2914 150 is_linear=0 shrinkage=0.000280216 Tree=2078 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=14.6786 24.9973 23.5727 threshold=-0.10726999999999999 0.12675000000000003 -0.07087499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00059748716116345591 -0.00075769303144770711 -0.0018652186194149567 0.00021696778451644338 leaf_weight=98.007881484925747 77.550893740262836 7.7360818926244965 100.00480657676235 leaf_count=531 1750 38 829 internal_value=0 0.000415537 -0.000208943 internal_weight=0 105.744 177.556 internal_count=3148 569 2579 is_linear=0 shrinkage=0.00132752 Tree=2079 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=15.448 25.6855 17.1569 threshold=-0.11471499999999998 -0.075534999999999977 0.12264000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014549997534652091 -0.0001790403788380425 5.2447492982248713e-05 -0.00030218095146559168 leaf_weight=90.099758537486196 79.751229140209034 107.73173651751131 8.907941594719885 leaf_count=458 1646 962 41 internal_value=0 -4.60706e-05 0.000104925 internal_weight=0 187.483 99.0077 internal_count=3107 2608 499 is_linear=0 shrinkage=0.000309381 Tree=2080 num_leaves=4 num_cat=0 split_feature=4 11 150 split_gain=13.5718 17.6901 17.5079 threshold=0.27150500000000005 0.080320000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7966491042394446e-05 -0.00036599233350942417 -0.00040449176477463749 0.00021766145868233443 leaf_weight=227.60313599882647 6.2123292982578269 13.410480722784994 45.02226142399013 leaf_count=2602 29 139 346 internal_value=0 -3.96514e-05 0.000146248 internal_weight=0 241.014 51.2346 internal_count=3116 2741 375 is_linear=0 shrinkage=0.000328318 Tree=2081 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=13.0157 15.4392 13.6468 threshold=-0.020409999999999994 -0.10643499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020150691660850004 0.0016669948844024386 -0.00053618247774430165 0.00013514146039336116 leaf_weight=99.994711383245885 15.053914064541457 117.7417037114501 41.403255045413971 leaf_count=563 104 2183 247 internal_value=0 -0.000197472 0.000546091 internal_weight=0 217.736 56.4572 internal_count=3097 2746 351 is_linear=0 shrinkage=0.00138116 Tree=2082 num_leaves=4 num_cat=0 split_feature=15 472 13 split_gain=12.7197 12.6396 8.94811 threshold=0.084580000000000016 -1.0000000180025095e-35 0.14307000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00161578810503979 -0.0010524318021194658 0.00019018910727744306 0.00055397250217005501 leaf_weight=7.5226414278149596 31.058528646593913 233.68353049270809 8.3199054813012463 leaf_count=152 940 1975 80 internal_value=0 0.000133141 -0.000712421 internal_weight=0 241.206 39.3784 internal_count=3147 2127 1020 is_linear=0 shrinkage=0.00138116 Tree=2083 num_leaves=4 num_cat=0 split_feature=42 1429 156 split_gain=13.7491 15.0561 14.3138 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.050840000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011447184398924416 -0.0017590091624843484 0.00022870948684475224 0.00084299931040638656 leaf_weight=36.345916901249439 8.3913366016931814 219.98543264041655 9.8068639109842461 leaf_count=754 143 2131 74 internal_value=0 0.000154848 -0.000721336 internal_weight=0 228.377 46.1528 internal_count=3102 2274 828 is_linear=0 shrinkage=0.00146569 Tree=2084 num_leaves=4 num_cat=0 split_feature=403 158 15 split_gain=13.8917 13.1253 1.55071 threshold=-0.092224999999999988 0.11034000000000001 -0.14731999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.5814655260463079e-06 3.3238568141754924e-05 -0.00038022965251581704 -0.00036345113644439505 leaf_weight=1.3760335147380818 276.18245317344554 8.4197573363780958 11.622811962384729 leaf_count=20 2589 137 347 internal_value=0 2.08617e-05 -0.000324785 internal_weight=0 284.602 12.9988 internal_count=3093 2726 367 is_linear=0 shrinkage=0.000328318 Tree=2085 num_leaves=4 num_cat=0 split_feature=1213 403 0 split_gain=14.6292 13.0856 3.98027 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.12985499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.0606808413500202e-05 -0.00031967157392104691 1.9911144663464336e-05 -0.00039313465343225639 leaf_weight=3.1243892982602146 13.857556223869322 253.44665231509134 14.489879798609762 leaf_count=21 365 2262 441 internal_value=0 2.18006e-06 -0.000318254 internal_weight=0 267.304 17.6143 internal_count=3089 2627 462 is_linear=0 shrinkage=0.000341582 Tree=2086 num_leaves=4 num_cat=0 split_feature=50 41 3 split_gain=13.2381 14.5114 13.6429 threshold=0.086500000000000007 0.082980000000000012 0.17769000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3868903695146187e-05 -0.00024988778600959271 -0.00026896990528790045 0.00034874333649526881 leaf_weight=238.12660175398923 29.766519935801625 14.611561642959712 4.2425981462001792 leaf_count=2398 562 107 20 internal_value=0 3.50938e-05 -0.00017431 internal_weight=0 252.738 34.0091 internal_count=3087 2505 582 is_linear=0 shrinkage=0.000315569 Tree=2087 num_leaves=4 num_cat=0 split_feature=12 43 14 split_gain=12.6124 17.0106 12.7234 threshold=0.085945000000000008 -0.18069999999999997 0.078275000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029270969857080113 0.001024393701609976 -0.00073435026869565767 -0.0019197765094975821 leaf_weight=172.09344138111919 15.56476385053247 88.165102516766638 6.4156881589442483 leaf_count=1286 139 1647 60 internal_value=0 -0.000469629 0.000212039 internal_weight=0 103.73 178.509 internal_count=3132 1786 1346 is_linear=0 shrinkage=0.00155541 Tree=2088 num_leaves=4 num_cat=0 split_feature=1 376 13 split_gain=12.8131 12.5847 6.15837 threshold=0.12700000000000003 0.048375000000000008 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.1194774528643226e-05 0.00031493132176277242 0.00018228662661002348 5.8605510853048054e-05 leaf_weight=226.84077454009093 13.928525226190684 22.321846831589937 20.391275215893984 leaf_count=2704 149 117 126 internal_value=0 -3.02053e-05 0.00016332 internal_weight=0 249.163 34.3198 internal_count=3096 2821 275 is_linear=0 shrinkage=0.000297367 Tree=2089 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=17.3989 20.4145 12.4196 threshold=0.10100500000000003 -0.097724999999999992 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013037007170343135 -0.0003581764325441706 -0.00013360576032216571 0.00013073756981644267 leaf_weight=44.718901431187987 6.0438593002036205 122.96529281022958 110.74658404104412 leaf_count=298 97 2009 686 internal_value=0 -6.31673e-05 0.000105118 internal_weight=0 167.684 116.79 internal_count=3090 2307 783 is_linear=0 shrinkage=0.000334884 Tree=2090 num_leaves=4 num_cat=0 split_feature=484 1373 124 split_gain=14.488 14.1174 6.09254 threshold=-1.0000000180025095e-35 0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015686270002502366 0.00015715575701230237 -0.0027295192813049005 -0.0014361819202963969 leaf_weight=1.7539454177022005 254.94667560234666 4.2250014171004286 21.285136267310008 leaf_count=13 2606 26 488 internal_value=0 0.000108939 -0.00120095 internal_weight=0 259.172 23.0391 internal_count=3133 2632 501 is_linear=0 shrinkage=0.00158651 Tree=2091 num_leaves=4 num_cat=0 split_feature=31 150 1 split_gain=13.3685 13.5584 0.0256092 threshold=-1.0000000180025095e-35 0.082085000000000019 0.10373000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020652924005675104 -0.00029566914296638383 0.00054785129399515062 0.0016299294548845547 leaf_weight=3.8145769089460355 203.31758788228035 62.650751060806215 5.4361921027302742 leaf_count=16 2644 379 73 internal_value=0 -9.68249e-05 0.001832 internal_weight=0 265.968 9.25077 internal_count=3112 3023 89 is_linear=0 shrinkage=0.00158651 Tree=2092 num_leaves=4 num_cat=0 split_feature=4 38 150 split_gain=16.5405 20.6864 15.8649 threshold=0.27150500000000005 0.10208000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5564020777981208e-05 -0.00034003384387355079 -0.00070095168832501537 0.00023909951902880219 leaf_weight=235.60479374718852 5.9206936359405509 5.0864885449409476 44.530195981264114 leaf_count=2694 28 34 336 internal_value=0 -4.01562e-05 0.000170533 internal_weight=0 240.691 50.4509 internal_count=3092 2728 364 is_linear=0 shrinkage=0.000334884 Tree=2093 num_leaves=4 num_cat=0 split_feature=13 124 0 split_gain=15.8264 12.3228 8.42264 threshold=-0.17030499999999998 -1.0000000180025095e-35 -0.14666499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00082680698104002864 0.00077533436471123162 -0.00029108362399025804 0.001577414998324408 leaf_weight=4.9051226004958179 35.656986230053008 217.34765041829087 24.128666283562779 leaf_count=39 253 2671 148 internal_value=0 -0.000140512 0.00116962 internal_weight=0 253.005 29.0338 internal_count=3111 2924 187 is_linear=0 shrinkage=0.00168362 Tree=2094 num_leaves=4 num_cat=0 split_feature=50 44 3 split_gain=14.5134 20.7098 9.59198 threshold=0.086500000000000007 1.0000000180025095e-35 0.17769000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016107501258373814 -0.0011261754625475479 -0.0027052891830879663 0.0014279667595306139 leaf_weight=241.90294759999961 26.455916362581778 4.4134702496230593 2.7755172476172438 leaf_count=2482 538 30 14 internal_value=0 0.00010851 -0.000879137 internal_weight=0 246.316 29.2314 internal_count=3064 2512 552 is_linear=0 shrinkage=0.00132752 Tree=2095 num_leaves=4 num_cat=0 split_feature=3 40 47 split_gain=15.2001 15.9807 6.59817 threshold=0.17769000000000004 -0.074429999999999982 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020535992320833209 0.00042754488899937241 -5.1219313406333606e-05 -1.6118519182966578e-05 leaf_weight=33.543500954285264 13.812214186415078 236.73613493400626 5.7381542846560469 leaf_count=230 116 2710 28 internal_value=0 -1.93043e-05 0.000297977 internal_weight=0 270.28 19.5504 internal_count=3084 2940 144 is_linear=0 shrinkage=0.000348413 Tree=2096 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=16.0086 17.9536 16.8133 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011695625582416943 0.00015543001990346852 -0.00011437983497192873 -9.5199704305618825e-05 leaf_weight=38.186395920813084 80.351226658560336 131.65373511379585 33.444289747625589 leaf_count=198 587 2094 202 internal_value=0 -6.23241e-05 8.17492e-05 internal_weight=0 169.84 113.796 internal_count=3081 2292 789 is_linear=0 shrinkage=0.000297367 Tree=2097 num_leaves=4 num_cat=0 split_feature=51 1 1 split_gain=13.4659 16.2014 0.302411 threshold=-0.40548499999999993 0.10100500000000003 0.13558500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017297160021610817 -0.00025663277310653817 0.00052663809834637581 -0.0025572849297136853 leaf_weight=5.2949264952912918 165.22496490296908 104.00953070633113 2.4270065799355507 leaf_count=100 2211 723 13 internal_value=0 4.60503e-05 -0.00202265 internal_weight=0 269.234 7.72193 internal_count=3047 2934 113 is_linear=0 shrinkage=0.00155541 Tree=2098 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=12.6006 14.4735 threshold=0.10208000000000002 -0.17030499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010559049604476755 -0.0019904441446202204 -6.5723335462489961e-05 leaf_weight=25.092409670352936 6.0956859532743684 242.58802275359631 leaf_count=164 44 2893 internal_value=0 3.98158e-05 internal_weight=0 267.68 internal_count=3101 3057 is_linear=0 shrinkage=0.00140878 Tree=2099 num_leaves=4 num_cat=0 split_feature=51 1374 15 split_gain=13.274 12.5126 0.14267 threshold=-0.40548499999999993 0.09309000000000002 -0.040644999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018894283348454399 0.00020361727980510854 -0.0020032826897189151 -0.0026178064379586159 leaf_weight=4.4870169688947499 265.4244283279404 8.0122800301760417 2.9672963116317979 leaf_count=96 2941 52 20 internal_value=0 0.000138157 -0.00221382 internal_weight=0 273.437 7.45431 internal_count=3109 2993 116 is_linear=0 shrinkage=0.00175164 Tree=2100 num_leaves=4 num_cat=0 split_feature=155 0 51 split_gain=11.4068 14.9544 0.393166 threshold=0.090655000000000013 -0.07087499999999998 -0.22763499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.8760226185347471e-05 -0.00019250079222820352 0.00011193315360709105 -0.00036090632699868868 leaf_weight=176.70334793673828 2.2460027625784269 90.709583569318056 8.653207731433211 leaf_count=2221 35 669 154 internal_value=0 5.77288e-06 -0.000328513 internal_weight=0 267.413 10.8992 internal_count=3079 2890 189 is_linear=0 shrinkage=0.00032188 Tree=2101 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=16.26 20.2077 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024834565138230733 -0.00041287660348362099 -1.7088455345497029e-05 leaf_weight=36.967040283605456 10.063208850100635 242.65592626761645 leaf_count=244 75 2781 internal_value=0 1.80881e-05 internal_weight=0 279.623 internal_count=3100 3025 is_linear=0 shrinkage=0.000334884 Tree=2102 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=13.5364 20.4528 16.6571 threshold=0.083325000000000024 0.10812000000000001 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.6212949840614805e-05 -0.00013253377661456224 0.00035720520473240148 -0.00021629533174351292 leaf_weight=140.19586988119408 116.36643854365684 10.311595693230627 22.039556824602187 leaf_count=794 2139 31 140 internal_value=0 -9.23888e-05 5.3639e-05 internal_weight=0 126.678 162.235 internal_count=3104 2170 934 is_linear=0 shrinkage=0.000334884 Tree=2103 num_leaves=4 num_cat=0 split_feature=31 2 1 split_gain=12.6968 16.1693 0.274936 threshold=-1.0000000180025095e-35 0.089835000000000012 0.10203000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041346474003340012 -0.00010805878566658897 4.6998426757825814e-05 0.00028651546784748915 leaf_weight=3.8424739986658079 112.81345066963695 164.47369248839095 6.5485485289245844 leaf_count=14 1615 1389 77 internal_value=0 -1.61043e-05 0.000337367 internal_weight=0 277.287 10.391 internal_count=3095 3004 91 is_linear=0 shrinkage=0.000315569 Tree=2104 num_leaves=4 num_cat=0 split_feature=403 11 15 split_gain=13.6383 12.1276 1.71536 threshold=-0.088654999999999984 0.10600000000000001 -0.14720499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5550156521112814e-05 1.4443078101873102e-05 -0.00051464687789467103 -0.00035545651724473151 leaf_weight=1.285778522491454 260.58253270946443 4.2748669888824216 12.138796715997158 leaf_count=20 2610 26 377 internal_value=0 5.68956e-06 -0.000319055 internal_weight=0 264.857 13.4246 internal_count=3033 2636 397 is_linear=0 shrinkage=0.000315569 Tree=2105 num_leaves=4 num_cat=0 split_feature=150 484 160 split_gain=13.8369 16.2044 12.3042 threshold=0.082085000000000019 -0.0048899999999999994 -0.066494999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014477904147115422 -0.000704358682709519 -3.1038407560218372e-05 0.00086766366320898726 leaf_weight=17.349609024357051 11.950934791937469 194.4896873657126 55.010196113027632 leaf_count=451 116 2248 289 internal_value=0 -0.000147774 0.000586388 internal_weight=0 211.839 66.9611 internal_count=3104 2699 405 is_linear=0 shrinkage=0.00140878 Tree=2106 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=16.5631 14.6069 9.18198 threshold=0.10423500000000001 -0.11550499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010842635929671371 -0.00015333923576543753 -0.00010711576239487289 0.00012946230913126806 leaf_weight=37.994108913466334 12.450009809806941 143.22757580387406 88.452574951574206 leaf_count=218 76 2175 591 internal_value=0 -6.18871e-05 9.44371e-05 internal_weight=0 181.222 100.903 internal_count=3060 2393 667 is_linear=0 shrinkage=0.000309381 Tree=2107 num_leaves=4 num_cat=0 split_feature=50 44 3 split_gain=13.8876 21.3495 11.8643 threshold=0.086500000000000007 1.0000000180025095e-35 0.17769000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002351889393495791 -0.001271680623028627 -0.0028942667933926085 0.001666358408135307 leaf_weight=240.99311014357954 26.709368266398091 5.0664280839264384 3.5306897759437552 leaf_count=2472 557 35 19 internal_value=0 0.000169466 -0.000923767 internal_weight=0 246.06 30.2401 internal_count=3083 2507 576 is_linear=0 shrinkage=0.00152491 Tree=2108 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=18.0278 18.6403 13.3533 threshold=0.10100500000000003 -0.11550499999999998 0.065285000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010718565869577811 0.00012754822901532667 -0.00012626156732554854 -0.00011766772075141165 leaf_weight=39.035477884113789 94.958132332190871 133.11262662522495 24.654692396521568 leaf_count=202 586 2122 201 internal_value=0 -7.32909e-05 7.69413e-05 internal_weight=0 172.148 119.613 internal_count=3111 2324 787 is_linear=0 shrinkage=0.000297367 Tree=2109 num_leaves=4 num_cat=0 split_feature=1 132 47 split_gain=19.1379 15.3861 9.94433 threshold=0.10384000000000002 0.08018500000000002 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011037301821222454 0.00016315218740124346 0.00016130221499173169 -4.8432187444690859e-05 leaf_weight=155.32021221308969 75.153814222663641 24.982489769347012 33.089234160259366 leaf_count=2115 525 231 183 internal_value=0 -7.26533e-05 9.84889e-05 internal_weight=0 180.303 108.243 internal_count=3054 2346 708 is_linear=0 shrinkage=0.00032188 Tree=2110 num_leaves=4 num_cat=0 split_feature=3 39 52 split_gain=16.0314 15.6759 4.47808 threshold=0.15047500000000003 0.0047850000000000011 0.078330000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2741662525716662e-05 0.00030151038609300984 0.00013225961626699351 -6.6480066555066102e-06 leaf_weight=209.47643281449564 18.597970187664036 46.197465738281608 5.6418764572590581 leaf_count=2576 123 328 40 internal_value=0 -2.74646e-05 0.000230085 internal_weight=0 255.674 24.2398 internal_count=3067 2904 163 is_linear=0 shrinkage=0.000303315 Tree=2111 num_leaves=3 num_cat=0 split_feature=38 39 split_gain=12.3386 16.0941 threshold=1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.5767625959833358e-05 -0.0015621573480789994 0.00086303848815961679 leaf_weight=223.73092444450594 9.9462101683020574 42.999361058697104 leaf_count=2717 68 309 internal_value=0 5.9098e-05 internal_weight=0 266.73 internal_count=3094 3026 is_linear=0 shrinkage=0.00143696 Tree=2112 num_leaves=4 num_cat=0 split_feature=52 484 147 split_gain=14.4306 16.199 13.4177 threshold=0.16579500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027589992347006964 -0.00033777650620679168 3.5156723684394427e-05 0.00040684528591026353 leaf_weight=18.59302552533336 20.893643662566323 238.6531845475547 2.7512415051460257 leaf_count=420 360 2266 5 internal_value=0 1.25642e-05 -0.000249626 internal_weight=0 257.246 23.6449 internal_count=3051 2686 365 is_linear=0 shrinkage=0.00032188 Tree=2113 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=13.8836 32.8725 15.8216 threshold=1.0000000180025095e-35 -0.074179999999999982 0.070590000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029730990073762532 8.4914452746560166e-05 0.00010720883171760242 -0.00015196873307346049 leaf_weight=47.848824760876596 166.48770744539797 39.397078566718847 37.067638399079442 leaf_count=1260 1172 347 315 internal_value=0 -0.000114741 4.17179e-05 internal_weight=0 87.2459 203.555 internal_count=3094 1607 1487 is_linear=0 shrinkage=0.000328318 Tree=2114 num_leaves=4 num_cat=0 split_feature=4 156 48 split_gain=14.0012 12.7746 12.1187 threshold=0.27150500000000005 0.090995000000000006 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.9603386132687319e-05 0.00099946027471249947 -0.0012957422185986855 -0.0010415550442497196 leaf_weight=202.46675403416157 38.733188640326262 17.962408583145589 6.6876443251967421 leaf_count=2470 320 230 30 internal_value=0 -0.000160941 0.000697124 internal_weight=0 220.429 45.4208 internal_count=3050 2700 350 is_linear=0 shrinkage=0.00140878 Tree=2115 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=14.5308 16.1887 12.8847 threshold=1.0000000180025095e-35 -0.09194999999999999 -0.08044999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010948428379760358 -0.00031338849443340064 -7.989632040633823e-05 0.00024563112695067865 leaf_weight=55.28472218895331 4.430747762322425 196.28920269920491 30.5947335511446 leaf_count=423 30 2450 232 internal_value=0 -3.82487e-05 0.000174141 internal_weight=0 251.574 35.0255 internal_count=3135 2873 262 is_linear=0 shrinkage=0.000309381 Tree=2116 num_leaves=4 num_cat=0 split_feature=4 3 13 split_gain=12.837 11.5385 4.17024 threshold=-0.49977499999999991 -0.097724999999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034980793606470767 0.0005085694912022224 -0.00015933913372774834 -0.0018118399027179486 leaf_weight=5.7841134555637828 62.769846398383379 192.81091186124831 9.5424962975084764 leaf_count=40 401 2515 98 internal_value=0 4.84804e-06 -0.00126662 internal_weight=0 255.581 15.3266 internal_count=3054 2916 138 is_linear=0 shrinkage=0.00135407 Tree=2117 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=11.8886 13.0163 4.6602 threshold=-0.25766499999999998 -0.20388499999999996 0.10616500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013061646590923608 -0.0024102146410830707 -6.8947206688278393e-05 -0.00048766985727621186 leaf_weight=20.582131674513224 5.772119919769465 243.1146436559502 4.156552840024232 leaf_count=222 74 2785 23 internal_value=0 -0.000124305 0.00100393 internal_weight=0 248.887 24.7387 internal_count=3104 2859 245 is_linear=0 shrinkage=0.00155541 Tree=2118 num_leaves=4 num_cat=0 split_feature=31 1 1 split_gain=13.7443 12.8029 0.232141 threshold=-1.0000000180025095e-35 0.13662500000000002 0.10016000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043984899501894583 -3.7559821220906975e-05 0.00022958949897486619 0.00031422918124527358 leaf_weight=3.7822159528732282 253.359827673994 21.741117035970092 7.3924946859478951 leaf_count=13 2879 161 79 internal_value=0 -1.63623e-05 0.000360688 internal_weight=0 275.101 11.1747 internal_count=3132 3040 92 is_linear=0 shrinkage=0.000334884 Tree=2119 num_leaves=4 num_cat=0 split_feature=15 4 4 split_gain=14.2293 14.8169 12.5602 threshold=0.084580000000000016 -0.49367499999999992 0.15164000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012325917426621229 -0.0011871923072099731 0.00021980064626044075 0.0011832388186492442 leaf_weight=16.094363331794739 32.763490951852873 219.02301973314025 5.5308794863522044 leaf_count=143 962 1952 33 internal_value=0 0.000119841 -0.000842378 internal_weight=0 235.117 38.2944 internal_count=3090 2095 995 is_linear=0 shrinkage=0.00146569 Tree=2120 num_leaves=3 num_cat=0 split_feature=160 156 split_gain=13.3958 12.2279 threshold=-0.40187499999999993 0.11896500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018761642054174498 0.00016221122314664338 -0.0020460847673257469 leaf_weight=9.1008516496513021 266.30433118133806 6.6206350685097268 leaf_count=240 2793 99 internal_value=0 0.000107825 internal_weight=0 272.925 internal_count=3132 2892 is_linear=0 shrinkage=0.00161824 Tree=2121 num_leaves=4 num_cat=0 split_feature=2 16 11 split_gain=15.7448 21.0349 11.4505 threshold=0.092120000000000021 -0.15336499999999997 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015900818902367137 8.9838077824179937e-05 -0.00013625199819046414 -0.00028056961046488512 leaf_weight=29.068826214410365 142.79165026592091 110.79110551788472 8.3536874409764987 leaf_count=205 1147 1683 70 internal_value=0 -7.48063e-05 6.91734e-05 internal_weight=0 139.86 151.145 internal_count=3105 1888 1217 is_linear=0 shrinkage=0.000309381 Tree=2122 num_leaves=3 num_cat=0 split_feature=11 453 split_gain=12.1776 12.5106 threshold=0.10600000000000001 0.096095000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.6273454621235887e-05 -0.00051304512799587438 -0.0004643098067794386 leaf_weight=279.95969687541947 4.2672322317957869 5.1622286811470977 leaf_count=3062 26 28 internal_value=0 1.72125e-05 internal_weight=0 285.122 internal_count=3116 3090 is_linear=0 shrinkage=0.000315569 Tree=2123 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=14.6298 17.4651 8.89134 threshold=-0.17030499999999998 0.0047850000000000011 -0.14666499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013816590954180791 -7.4284925557238472e-05 0.0001378492498700301 0.00032532620291296195 leaf_weight=5.4209412466734674 209.29286188236438 49.658967488445342 19.475404797121882 leaf_count=39 2567 334 123 internal_value=0 -3.35621e-05 0.000224238 internal_weight=0 258.952 24.8963 internal_count=3063 2901 162 is_linear=0 shrinkage=0.00032188 Tree=2124 num_leaves=4 num_cat=0 split_feature=376 133 457 split_gain=14.2401 13.2996 3.90836 threshold=0.048375000000000008 0.10681500000000001 0.083995000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4859138488081578e-06 0.00030864230352505983 -0.00031516802685077763 2.9112799735778383e-06 leaf_weight=244.88942465302534 20.503437191247944 15.724981268402187 6.0727300047874442 leaf_count=2469 122 424 43 internal_value=0 -1.77475e-05 0.000239087 internal_weight=0 260.614 26.5762 internal_count=3058 2893 165 is_linear=0 shrinkage=0.000334884 Tree=2125 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=13.3703 15.21 13.6871 threshold=-0.24269999999999997 -0.19153499999999998 0.11830500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028269492921226231 -0.00048659190910624409 -4.0895374546885037e-05 -0.00033432467819300489 leaf_weight=21.82373903691769 7.7510737692937246 253.57690962450579 4.1804121509194365 leaf_count=233 81 2755 21 internal_value=0 -5.43176e-05 0.000182495 internal_weight=0 261.328 26.0042 internal_count=3090 2836 254 is_linear=0 shrinkage=0.000315569 Tree=2126 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=18.0633 16.8641 15.8 threshold=0.023990000000000004 -0.24404999999999996 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022648258541885282 0.00012782414227244812 -0.00014203270734861577 5.2590754129042978e-06 leaf_weight=52.871065206825733 32.176356133073568 110.10052595217712 101.42172292433679 leaf_count=308 200 2085 537 internal_value=0 -8.09512e-05 8.11744e-05 internal_weight=0 142.277 154.293 internal_count=3130 2285 845 is_linear=0 shrinkage=0.000328318 Tree=2127 num_leaves=4 num_cat=0 split_feature=4 52 0 split_gain=16.1053 15.0531 7.97532 threshold=0.28122000000000008 -0.048794999999999991 -0.25681499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6961540890467032e-05 -0.0001006786021809492 -0.00010229757061394718 0.00021773908229199583 leaf_weight=104.82147853402421 8.5504324436187726 138.68498057080433 35.896903885528445 leaf_count=891 41 1899 294 internal_value=0 -3.80544e-05 0.000156385 internal_weight=0 243.506 44.4473 internal_count=3125 2790 335 is_linear=0 shrinkage=0.000297367 Tree=2128 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=14.9209 11.837 3.07042 threshold=0.17769000000000004 -0.10075499999999998 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053513575950297088 0.00068741358979160271 -0.00020472422905716837 0.0019290928739307668 leaf_weight=68.04809551499784 8.501957746222617 191.61870786384679 10.572095113806425 leaf_count=441 71 2496 80 internal_value=0 -1.069e-05 0.00138288 internal_weight=0 259.667 19.0741 internal_count=3088 2937 151 is_linear=0 shrinkage=0.00152491 Tree=2129 num_leaves=4 num_cat=0 split_feature=484 15 147 split_gain=12.4115 13.6432 11.9319 threshold=-1.0000000180025095e-35 -0.24269999999999997 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001221722525651823 0.00099171641386086693 -6.8608672961277257e-05 0.0019508696509316142 leaf_weight=21.578744619619105 21.533831581473351 226.31618101638742 2.0184256434440604 leaf_count=496 229 2392 3 internal_value=0 2.39212e-05 -0.000942418 internal_weight=0 247.85 23.5972 internal_count=3120 2621 499 is_linear=0 shrinkage=0.00127598 Tree=2130 num_leaves=4 num_cat=0 split_feature=403 52 15 split_gain=13.0486 13.4032 1.30067 threshold=-0.092224999999999988 -0.51586999999999994 -0.14750499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.1627648126244659e-06 -0.00032697781055824135 2.9798945072504438e-05 -0.00033311361578085123 leaf_weight=1.2031453028321255 9.9426801018416864 265.22675053426065 11.110622219508512 leaf_count=21 220 2487 346 internal_value=0 1.67798e-05 -0.000300982 internal_weight=0 275.169 12.3138 internal_count=3074 2707 367 is_linear=0 shrinkage=0.000303315 Tree=2131 num_leaves=4 num_cat=0 split_feature=14 376 15 split_gain=13.1205 11.943 1.33568 threshold=0.073890000000000011 0.048375000000000008 -0.020659999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4973830358482316e-05 -0.00084875660949271085 0.0011460116236285448 -0.0022159850244147638 leaf_weight=234.74453454720788 2.7187084201723337 23.183359047397971 6.6784946387633664 leaf_count=2777 25 157 84 internal_value=0 6.25265e-05 -0.00183508 internal_weight=0 257.928 9.3972 internal_count=3043 2934 109 is_linear=0 shrinkage=0.00158651 Tree=2132 num_leaves=4 num_cat=0 split_feature=12 16 132 split_gain=20.3132 19.9267 14.0368 threshold=0.023990000000000004 -0.18817999999999999 0.080815000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.7277612695119217e-05 0.00012164868369269976 -0.0001547585514480662 0.00034299600556098172 leaf_weight=130.88659152109176 36.102551794610918 106.51268806960434 18.948682889342308 leaf_count=742 221 2050 92 internal_value=0 -8.47465e-05 8.49034e-05 internal_weight=0 142.615 149.835 internal_count=3105 2271 834 is_linear=0 shrinkage=0.00032188 Tree=2133 num_leaves=4 num_cat=0 split_feature=1 42 0 split_gain=15.6095 14.7168 12.1566 threshold=0.10290000000000001 0.092010000000000022 -0.19261999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1490125424154175e-05 -0.00018492327733289147 -0.00030428354400434702 0.0001367427555154297 leaf_weight=149.12302382942289 15.297178434208034 25.948976623825729 91.240141486749053 leaf_count=1896 76 479 650 internal_value=0 -7.20919e-05 9.04106e-05 internal_weight=0 175.072 106.537 internal_count=3101 2375 726 is_linear=0 shrinkage=0.000334884 Tree=2134 num_leaves=4 num_cat=0 split_feature=1213 475 403 split_gain=13.2299 16.1757 16.1169 threshold=-1.0000000180025095e-35 -0.085719999999999977 -0.08403999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055540582394236564 -0.00032545402160904862 -0.00034849059851206594 4.3846998630733899e-05 leaf_weight=2.2169448137283352 12.751826881896703 17.685595322167501 254.08338813623413 leaf_count=3 365 479 2253 internal_value=0 -0.000245262 2.60693e-05 internal_weight=0 19.9025 266.835 internal_count=3100 482 2618 is_linear=0 shrinkage=0.00032188 Tree=2135 num_leaves=4 num_cat=0 split_feature=9 2 96 split_gain=14.2916 14.9967 0.120578 threshold=-1.0000000180025095e-35 0.092120000000000021 0.085005000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037965958615633416 -0.00010748557392214287 4.9357257328932145e-05 0.00028256116353764666 leaf_weight=7.6689486075192672 127.67564618517645 146.93357494147494 4.392825648188591 leaf_count=49 1793 1225 56 internal_value=0 -2.35787e-05 0.000347221 internal_weight=0 274.609 12.0618 internal_count=3123 3018 105 is_linear=0 shrinkage=0.000334884 Tree=2136 num_leaves=4 num_cat=0 split_feature=12 47 2 split_gain=15.0056 15.8891 14.731 threshold=0.084045000000000022 0.081320000000000017 0.092120000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010377429081494008 -0.00017869724822643904 -0.00013887549512444253 3.3954237107352362e-05 leaf_weight=128.93557652062736 72.132873637601733 32.19125047326088 54.801762816030532 leaf_count=841 1407 162 688 internal_value=0 5.52329e-05 -8.69398e-05 internal_weight=0 161.127 126.935 internal_count=3098 1003 2095 is_linear=0 shrinkage=0.000309381 Tree=2137 num_leaves=4 num_cat=0 split_feature=52 52 12 split_gain=12.564 12.1677 1.24822 threshold=-0.42985499999999993 -0.048794999999999991 -0.07793499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.9804047576120973e-05 0.00057146106891218889 -0.00018109356218642592 -0.001799205224117649 leaf_weight=1.1772748269140727 95.730690860189497 166.94614021200687 11.294040867127475 leaf_count=6 676 2105 272 internal_value=0 9.32962e-05 -0.00162884 internal_weight=0 262.677 12.4713 internal_count=3059 2781 278 is_linear=0 shrinkage=0.00168362 Tree=2138 num_leaves=4 num_cat=0 split_feature=14 0 15 split_gain=12.0891 12.0911 1.33686 threshold=0.077685000000000018 -0.11308999999999998 -0.14794999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053539784597737578 -0.00086233098513544774 -0.0001935921278203602 -0.0022641300461687846 leaf_weight=88.625898450613022 2.75410495698452 181.23010786669329 6.2333837961778027 leaf_count=433 24 2553 85 internal_value=0 4.59449e-05 -0.00185046 internal_weight=0 269.856 8.98749 internal_count=3095 2986 109 is_linear=0 shrinkage=0.00161824 Tree=2139 num_leaves=4 num_cat=0 split_feature=1456 2 3 split_gain=13.9552 13.0259 1.74612 threshold=-1.0000000180025095e-35 0.14808000000000002 -0.15337999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.2151527946858957e-05 -1.0142739908175977e-05 0.00024975965747510513 -0.00034762399819114538 leaf_weight=1.135521177202462 255.28801104798913 18.953392017632723 11.786589555209501 leaf_count=7 2664 138 287 internal_value=0 7.91425e-06 -0.000313305 internal_weight=0 274.241 12.9221 internal_count=3096 2802 294 is_linear=0 shrinkage=0.000303315 Tree=2140 num_leaves=4 num_cat=0 split_feature=14 1373 51 split_gain=13.526 12.4347 1.11698 threshold=0.073890000000000011 0.099250000000000019 -0.042309999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010452990563899025 -0.0023332408995465214 -0.0023103682900804667 -0.0012588868880600969 leaf_weight=263.21432638238184 3.2435865951701999 4.3657386489212504 6.745078166946767 leaf_count=2942 30 25 88 internal_value=0 6.41794e-05 -0.00162976 internal_weight=0 267.58 9.98866 internal_count=3085 2967 118 is_linear=0 shrinkage=0.00143696 Tree=2141 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=20.8435 18.5079 13.1957 threshold=0.10100500000000003 0.11456500000000001 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001245577348069756 2.578716189044018e-05 0.00036172685341123864 0.00028882684315790103 leaf_weight=154.11236542253755 81.871735996566713 10.454467184841631 34.030151156708598 leaf_count=2244 535 33 259 internal_value=0 -9.34405e-05 0.000103223 internal_weight=0 164.567 115.902 internal_count=3071 2277 794 is_linear=0 shrinkage=0.000355382 Tree=2142 num_leaves=4 num_cat=0 split_feature=52 52 47 split_gain=14.0956 15.4777 4.42528 threshold=-0.27269499999999997 -0.048794999999999991 0.11646500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035397479337999664 0.00012591705120032517 -4.3060140217267421e-05 4.7300893921742555e-05 leaf_weight=15.95115452911705 92.700543547980487 176.09337530098855 3.7835860364139071 leaf_count=289 609 2140 39 internal_value=0 1.52442e-05 -0.000277209 internal_weight=0 268.794 19.7347 internal_count=3077 2749 328 is_linear=0 shrinkage=0.000334884 Tree=2143 num_leaves=4 num_cat=0 split_feature=123 133 147 split_gain=15.583 14.9037 12.6371 threshold=1.0000000180025095e-35 -0.0019149999999999998 0.088565000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.5016918989194906e-05 -0.00028727157391443255 0.00025180295886289612 0.00018448276618501159 leaf_weight=227.63797252532095 5.4169763699173918 32.619713118299842 22.139475466683507 leaf_count=2699 35 239 116 internal_value=0 0.000174413 -3.37153e-05 internal_weight=0 38.0367 249.777 internal_count=3089 274 2815 is_linear=0 shrinkage=0.000303315 Tree=2144 num_leaves=4 num_cat=0 split_feature=4 403 1 split_gain=13.4992 12.8874 0.634798 threshold=0.50609000000000004 -0.092224999999999988 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033508161195783492 0.0001856978256311429 1.0839777982280823e-06 0.00034223399709805836 leaf_weight=12.807888912502674 4.3718063235282889 253.22327689570375 11.059361187741159 leaf_count=365 22 2545 148 internal_value=0 -1.52346e-05 0.000299543 internal_weight=0 266.031 15.4312 internal_count=3080 2910 170 is_linear=0 shrinkage=0.000328318 Tree=2145 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=14.5896 16.2852 15.5087 threshold=0.083325000000000024 -0.17157499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020346840305327546 0.00013241850454275372 -0.00016368301214328624 -2.1708376398063853e-05 leaf_weight=66.157303384970874 31.147951307240874 94.052958451677114 92.572263825684786 leaf_count=480 200 1976 435 internal_value=0 -8.99653e-05 7.22209e-05 internal_weight=0 125.201 158.73 internal_count=3091 2176 915 is_linear=0 shrinkage=0.000355382 Tree=2146 num_leaves=4 num_cat=0 split_feature=159 1213 16 split_gain=13.8604 12.2837 7.88387 threshold=-0.032069999999999994 -1.0000000180025095e-35 -0.15595499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00084460517796921912 -0.001096919003874928 0.00018576140028817714 -0.0015314653203142524 leaf_weight=3.6754320682957795 17.846778333419934 235.66414194134995 18.483217171858996 leaf_count=34 469 2216 389 internal_value=0 9.50183e-05 -0.00113508 internal_weight=0 253.511 22.1586 internal_count=3108 2685 423 is_linear=0 shrinkage=0.00149501 Tree=2147 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=15.5328 15.2324 5.49236 threshold=0.12856000000000004 0.084050000000000014 -0.35377499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3378775083193092e-06 -0.00012195353711227336 -0.0002411794927063686 0.00024301732725069954 leaf_weight=219.46991213876754 5.1192178949713698 34.676005042158067 30.850736262276769 leaf_count=1812 23 1028 243 internal_value=0 -3.93357e-05 0.000190858 internal_weight=0 254.146 35.97 internal_count=3106 2840 266 is_linear=0 shrinkage=0.000328318 Tree=2148 num_leaves=4 num_cat=0 split_feature=4 150 38 split_gain=14.4186 22.7687 14.9933 threshold=0.28122000000000008 -1.0000000180025095e-35 0.089560000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.3359137314887457e-05 -0.00045189141783917098 0.00028223592840807658 -0.0006192604321725078 leaf_weight=225.82779326615855 6.4480462148785582 36.241003749892116 5.9897177070379248 leaf_count=2654 29 298 39 internal_value=0 0.000170456 -5.85311e-05 internal_weight=0 42.689 231.818 internal_count=3020 327 2693 is_linear=0 shrinkage=0.000362489 Tree=2149 num_leaves=4 num_cat=0 split_feature=133 156 16 split_gain=12.8401 12.378 0.560452 threshold=0.13997000000000001 0.11896500000000002 -0.26788499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017240048914879313 -0.00069424617994195287 -0.0022290969551645697 -0.0019911420250541129 leaf_weight=259.17433992424048 1.3222628235816944 6.6452269041910759 9.3392068368848395 leaf_count=2656 24 96 298 internal_value=0 0.000111452 -0.00183918 internal_weight=0 265.82 10.6615 internal_count=3074 2752 322 is_linear=0 shrinkage=0.00175164 Tree=2150 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=15.9331 16.5631 9.97306 threshold=0.10113500000000002 -0.11550499999999998 0.14445500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013288742880377042 5.0880953534618276e-05 -0.00012532131889839189 0.0003461479054140772 leaf_weight=36.345634328201413 102.72368813492358 141.53649979340844 15.239402363076804 leaf_count=201 669 2138 118 internal_value=0 -7.25126e-05 8.93179e-05 internal_weight=0 177.882 117.963 internal_count=3126 2339 787 is_linear=0 shrinkage=0.000341582 Tree=2151 num_leaves=4 num_cat=0 split_feature=31 2 1 split_gain=12.8674 14.2646 0.242188 threshold=-1.0000000180025095e-35 0.090470000000000009 0.10016000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001825991412887058 -0.00043980914361937951 0.00020411735048599079 0.0012817383912084863 leaf_weight=3.5052407905459386 116.24509876128286 150.41491665295325 6.8673573238775134 leaf_count=12 1675 1329 81 internal_value=0 -7.66563e-05 0.0014832 internal_weight=0 266.66 10.3726 internal_count=3097 3004 93 is_linear=0 shrinkage=0.00138116 Tree=2152 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=17.6639 21.196 17.9937 threshold=0.10100500000000003 0.11456500000000001 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013349156402900651 0.00017060029704055559 0.00037708007818863446 -0.00014050194770106193 leaf_weight=157.23734151991084 81.232906186953187 10.879013478755949 32.91123022697866 leaf_count=2262 587 34 198 internal_value=0 -0.000100223 8.08503e-05 internal_weight=0 168.116 114.144 internal_count=3081 2296 785 is_linear=0 shrinkage=0.000355382 Tree=2153 num_leaves=4 num_cat=0 split_feature=133 151 1 split_gain=11.5058 11.9226 1.92039 threshold=0.13334500000000002 -0.52342999999999995 0.12220000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024087271539521386 -0.0016551893215146665 0.00016098530075326698 0.00018002924282122879 leaf_weight=3.9876167252659789 9.7495503439567965 258.73404670739546 1.4397133011370886 leaf_count=45 309 2708 16 internal_value=0 0.000120972 -0.00141961 internal_weight=0 262.722 11.1893 internal_count=3078 2753 325 is_linear=0 shrinkage=0.00149501 Tree=2154 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=22.3453 18.1502 11.3453 threshold=0.10100500000000003 0.11456500000000001 0.09198000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012498564647875476 0.00012396442650041315 0.00029982305540972374 -0.00034980250551707852 leaf_weight=158.68745639338158 112.41452690027654 12.565814634785054 6.1172922663390628 leaf_count=2292 703 39 82 internal_value=0 -9.36395e-05 9.92068e-05 internal_weight=0 171.253 118.532 internal_count=3116 2331 785 is_linear=0 shrinkage=0.000341582 Tree=2155 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=13.2968 20.9312 16.9221 threshold=1.0000000180025095e-35 -0.22295999999999996 0.018230000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010474294753525968 -0.0012453137806966168 0.00035161870906851614 0.00038773261094258391 leaf_weight=50.867129180347547 20.293306771665812 181.69512675236911 28.626337823923677 leaf_count=1249 185 1372 321 internal_value=0 0.000190578 -0.000530796 internal_weight=0 201.988 79.4935 internal_count=3127 1557 1570 is_linear=0 shrinkage=0.00149501 Tree=2156 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=18.5213 17.9368 14.565 threshold=0.10100500000000003 0.062580000000000011 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011800180463097665 0.00017604642662728744 0.00017103476024600241 -8.4480214874809614e-05 leaf_weight=141.25099120428786 80.252825992181897 27.571754852309823 32.400774081237614 leaf_count=2200 575 98 194 internal_value=0 -7.07149e-05 0.000101106 internal_weight=0 168.823 112.654 internal_count=3067 2298 769 is_linear=0 shrinkage=0.000328318 Tree=2157 num_leaves=4 num_cat=0 split_feature=457 52 9 split_gain=14.5458 19.5632 14.2543 threshold=0.079930000000000015 -0.090189999999999979 -0.016839999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016865068324074522 -0.0015795256801317166 0.0011607953337696415 -0.00019260138176259488 leaf_weight=8.9061623942106944 6.4094538167119017 39.804881881922483 226.27574128494598 leaf_count=84 51 214 2741 internal_value=0 0.000777842 -0.000120672 internal_weight=0 46.2143 235.182 internal_count=3090 265 2825 is_linear=0 shrinkage=0.00146569 Tree=2158 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=16.1792 22.9703 10.3439 threshold=0.10100500000000003 -0.11550499999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00079309310751649932 0.00072427379126526479 -0.00060654946620346565 -0.00055691327516988083 leaf_weight=38.387949798256159 91.76220806222409 126.41225355234928 19.084690548479557 leaf_count=203 686 2085 85 internal_value=0 -0.000280205 0.00050335 internal_weight=0 164.8 110.847 internal_count=3059 2288 771 is_linear=0 shrinkage=0.00158651 Tree=2159 num_leaves=4 num_cat=0 split_feature=14 376 12 split_gain=13.0822 12.3665 0.637081 threshold=0.077685000000000018 0.048375000000000008 0.078120000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3033295297571366e-05 -0.002508768379739657 0.0011357538471171971 -0.0015101463069464086 leaf_weight=242.83241942361929 3.5294977631419888 22.657968582585454 4.2515237024053931 leaf_count=2838 31 152 67 internal_value=0 3.97115e-05 -0.00199229 internal_weight=0 265.49 7.78102 internal_count=3088 2990 98 is_linear=0 shrinkage=0.00155541 Tree=2160 num_leaves=4 num_cat=0 split_feature=12 43 49 split_gain=15.5986 20.7647 18.3251 threshold=0.023990000000000004 -0.048759999999999991 -0.030749999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024922631920338482 0.00012289880826674287 -6.962471614176849e-06 -0.0001386003706822444 leaf_weight=49.035907605662942 37.444388523697853 98.401168310083449 106.50114359543659 leaf_count=294 209 519 2071 internal_value=0 7.83675e-05 -7.05342e-05 internal_weight=0 147.437 143.946 internal_count=3093 813 2280 is_linear=0 shrinkage=0.00032188 Tree=2161 num_leaves=4 num_cat=0 split_feature=376 2 133 split_gain=16.6592 13.0876 5.11849 threshold=0.048375000000000008 0.16791500000000001 0.085815000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.2480090309938021e-05 5.4869341908034944e-05 0.00033740772388279015 0.00034252105215126354 leaf_weight=252.10646560764872 10.364578146487476 8.7646721024066192 15.255377091467379 leaf_count=2831 55 67 111 internal_value=0 -3.92416e-05 0.000226896 internal_weight=0 260.871 25.62 internal_count=3064 2898 166 is_linear=0 shrinkage=0.000315569 Tree=2162 num_leaves=3 num_cat=0 split_feature=1456 1 split_gain=14.8625 12.9686 threshold=-1.0000000180025095e-35 0.12263000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0014540824528200974 -5.4855246872620094e-05 0.00075353581623347301 leaf_weight=11.616929288953541 220.4229997957591 41.453942514955997 leaf_count=293 2448 300 internal_value=0 7.33768e-05 internal_weight=0 261.877 internal_count=3041 2748 is_linear=0 shrinkage=0.00132752 Tree=2163 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=13.2191 11.8168 threshold=-0.25833999999999996 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0019073113503865833 -0.0022291443041919379 6.2682526931629441e-05 leaf_weight=10.099188016261904 6.1693028993904582 253.53614504751749 leaf_count=263 154 2625 internal_value=0 7.303e-06 internal_weight=0 259.705 internal_count=3042 2779 is_linear=0 shrinkage=0.00165061 Tree=2164 num_leaves=4 num_cat=0 split_feature=52 52 47 split_gain=13.5414 14.6883 4.13074 threshold=-0.32783999999999996 -0.048794999999999991 0.11646500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017299984551324354 0.00058547530555948767 -0.00018696424054357331 7.726090581205537e-05 leaf_weight=13.155624555423858 86.385564802680165 169.1584438807331 3.7664054022170594 leaf_count=287 614 2166 42 internal_value=0 7.42977e-05 -0.00132989 internal_weight=0 255.544 16.922 internal_count=3109 2780 329 is_linear=0 shrinkage=0.00152491 Tree=2165 num_leaves=4 num_cat=0 split_feature=484 1212 3 split_gain=11.6805 12.2786 1.07894 threshold=0.11749000000000001 -1.0000000180025095e-35 0.10040000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014286202047844791 -0.0012783511583086178 0.00010400588387057453 -0.0024950395226201955 leaf_weight=8.6848034877330047 4.019421614939346 261.66505749197677 2.0224436279386282 leaf_count=234 104 2734 12 internal_value=0 5.42003e-05 -0.00172361 internal_weight=0 270.35 6.04187 internal_count=3084 2968 116 is_linear=0 shrinkage=0.00127598 Tree=2166 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=11.8159 16.3377 14.5941 threshold=0.088035000000000016 0.10812000000000001 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075404977478532901 0.00061365193719438828 0.0016701314752707345 -0.00067353212491345254 leaf_weight=97.211510985624045 117.92877174168825 10.552493499591945 40.908006010577083 leaf_count=1796 965 28 268 internal_value=0 -0.000515181 0.0002819 internal_weight=0 107.764 158.837 internal_count=3057 1824 1233 is_linear=0 shrinkage=0.00185885 Tree=2167 num_leaves=4 num_cat=0 split_feature=12 43 50 split_gain=14.1369 16.6888 14.0952 threshold=0.040165000000000006 -0.042829999999999993 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023569550913036109 -4.0826182562324136e-05 -1.2133943422350575e-05 -0.00036475901164468249 leaf_weight=48.932310121133924 115.57895203097723 100.69919412210584 18.88040868518874 leaf_count=309 1754 536 498 internal_value=0 6.90266e-05 -8.65776e-05 internal_weight=0 149.632 134.459 internal_count=3097 845 2252 is_linear=0 shrinkage=0.000348413 Tree=2168 num_leaves=4 num_cat=0 split_feature=4 11 150 split_gain=13.8325 15.2203 11.2787 threshold=0.27044500000000005 0.079700000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0016144214318066e-05 -0.00024254478948944853 -0.00035585981456182639 0.00021314456032722783 leaf_weight=217.3929669491481 6.1051222160458556 13.345119753852485 42.277173975482583 leaf_count=2536 29 142 337 internal_value=0 -3.01815e-05 0.000155216 internal_weight=0 230.738 48.3823 internal_count=3044 2678 366 is_linear=0 shrinkage=0.000315569 Tree=2169 num_leaves=4 num_cat=0 split_feature=1 0 43 split_gain=23.3004 12.974 11.1457 threshold=0.10100500000000003 -0.072614999999999985 -0.067199999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001398422497258913 0.00022556283062043214 4.3696281123559032e-05 2.7334951447622897e-05 leaf_weight=111.11195307760499 43.33946349285543 55.07490365114063 72.463173284195364 leaf_count=1858 310 459 477 internal_value=0 -7.90285e-05 0.000101669 internal_weight=0 166.187 115.803 internal_count=3104 2317 787 is_linear=0 shrinkage=0.000309381 Tree=2170 num_leaves=4 num_cat=0 split_feature=130 1456 160 split_gain=13.9194 14.2622 0.995688 threshold=0.085970000000000005 -1.0000000180025095e-35 0.10285000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013611251190539435 -0.0015925151065546948 0.00019188995757574162 -0.00034811164104477343 leaf_weight=11.701763977296649 9.8434895384125394 250.05112462141551 1.4819449875503767 leaf_count=269 281 2452 33 internal_value=0 0.00012191 -0.00143469 internal_weight=0 261.753 11.3254 internal_count=3035 2721 314 is_linear=0 shrinkage=0.00138116 Tree=2171 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=16.5581 14.7826 10.7392 threshold=0.10100500000000003 -0.11550499999999998 0.091145000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010976159385854671 0.00010962183005209162 -0.00012743698944090847 -0.00033777047083324553 leaf_weight=36.129626037552953 109.55317752342671 129.72363089257851 5.9980293605476609 leaf_count=193 693 2120 84 internal_value=0 -7.57262e-05 8.60941e-05 internal_weight=0 165.853 115.551 internal_count=3090 2313 777 is_linear=0 shrinkage=0.000328318 Tree=2172 num_leaves=4 num_cat=0 split_feature=376 147 4 split_gain=15.3317 13.8775 1.51352 threshold=0.048375000000000008 1.0000000180025095e-35 -0.00052499999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4708174875395441e-05 0.00027269901988006488 0.00016252699206796491 0.00012570666487504939 leaf_weight=229.88283895934001 15.571779662743213 31.078281274065375 10.123438535258172 leaf_count=2794 81 160 83 internal_value=0 -1.99691e-05 0.000215583 internal_weight=0 260.961 25.6952 internal_count=3118 2954 164 is_linear=0 shrinkage=0.000291537 Tree=2173 num_leaves=4 num_cat=0 split_feature=4 0 1 split_gain=13.5195 14.431 1.40035 threshold=0.50673000000000001 -0.11471499999999998 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036393142255515705 0.00033990798571504206 -0.00037580627518940914 0.0015344231151816236 leaf_weight=85.960648410953581 2.6452242396771899 165.6674299002625 11.958599785342811 leaf_count=437 15 2477 159 internal_value=0 -0.000123049 0.00132229 internal_weight=0 251.628 14.6038 internal_count=3088 2914 174 is_linear=0 shrinkage=0.00146569 Tree=2174 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=14.6086 14.5304 14.3431 threshold=0.076845000000000011 -0.084074999999999997 0.077735000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015738761078964545 0.00041095821124284267 -9.1973157577949003e-05 -0.00065230545177136429 leaf_weight=34.383898143889382 145.40330995153636 44.961237453622743 50.256819204427302 leaf_count=809 1154 793 358 internal_value=0 -0.000735463 0.000137634 internal_weight=0 79.3451 195.66 internal_count=3114 1602 1512 is_linear=0 shrinkage=0.00171729 Tree=2175 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=17.4159 18.7588 10.6924 threshold=0.10100500000000003 -0.11550499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013550357336348173 -0.00035668813722682362 -0.00013119425340556409 0.00011912088036355452 leaf_weight=38.280044117942452 5.4467810159549108 128.8521181915421 114.34894053079188 leaf_count=200 90 2082 710 internal_value=0 -7.00598e-05 9.71743e-05 internal_weight=0 167.132 119.796 internal_count=3082 2282 800 is_linear=0 shrinkage=0.000334884 Tree=2176 num_leaves=4 num_cat=0 split_feature=132 42 131 split_gain=12.9902 19.4135 10.1588 threshold=0.08018500000000002 -1.0000000180025095e-35 0.088960000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015182746957346513 0.0014503418864700783 -1.2798965967784485e-05 -0.000787553452844045 leaf_weight=31.486312812194228 27.831505714915693 203.05970585439354 8.3491266956552845 leaf_count=677 180 2088 137 internal_value=0 -0.000215528 0.000933083 internal_weight=0 234.546 36.1806 internal_count=3082 2765 317 is_linear=0 shrinkage=0.00178667 Tree=2177 num_leaves=4 num_cat=0 split_feature=9 2 39 split_gain=14.0415 18.7926 0.0860614 threshold=-1.0000000180025095e-35 0.092235000000000025 0.088375000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037970225081004308 -0.00011683327907360098 6.1533020300798784e-05 0.00029107650970540026 leaf_weight=7.2524645663797838 122.94747691927478 143.37833255459554 4.767913181334734 leaf_count=43 1777 1210 58 internal_value=0 -2.0823e-05 0.000347559 internal_weight=0 266.326 12.0204 internal_count=3088 2987 101 is_linear=0 shrinkage=0.000334884 Tree=2178 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=12.9252 14.0121 10.0962 threshold=1.0000000180025095e-35 -0.10643499999999999 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047306936417700133 -0.0010232608754646634 -0.00034341790080702408 0.0012241584573821685 leaf_weight=60.780462536029518 5.0290317386388805 174.62463650037535 26.575700716115534 leaf_count=377 35 2429 221 internal_value=0 -0.00013248 0.000864193 internal_weight=0 235.405 31.6047 internal_count=3062 2806 256 is_linear=0 shrinkage=0.00146569 Tree=2179 num_leaves=4 num_cat=0 split_feature=10 456 3 split_gain=12.7375 10.7162 1.13752 threshold=-0.087119999999999989 0.08542000000000001 -0.06551499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013956603604714415 -2.6814878973964402e-05 -0.00029759342192760095 0.00032571272732587263 leaf_weight=5.0381548255681983 262.01713680638932 14.064136629458515 8.5838199798017722 leaf_count=26 2836 176 73 internal_value=0 -4.07239e-05 0.000258565 internal_weight=0 276.081 13.622 internal_count=3111 3012 99 is_linear=0 shrinkage=0.000303315 Tree=2180 num_leaves=4 num_cat=0 split_feature=4 1374 1 split_gain=12.1385 12.9276 0.218755 threshold=0.51074000000000008 0.09309000000000002 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3197562182579087e-06 0.00025427987583939433 -0.00046638612802548285 0.00037005416544653416 leaf_weight=268.23371465480886 4.3067704811692229 7.4651456493884316 9.1694581639021617 leaf_count=2869 24 50 129 internal_value=0 -8.60979e-06 0.000335455 internal_weight=0 275.699 13.4762 internal_count=3072 2919 153 is_linear=0 shrinkage=0.000355382 Tree=2181 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=13.5139 17.4359 threshold=1.0000000180025095e-35 0.27150500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00019822188074257831 -0.0022334520017259314 0.0011400788937202388 leaf_weight=221.36511037033051 9.5519771780818683 39.54976598918438 leaf_count=2677 73 326 internal_value=0 5.04125e-06 internal_weight=0 260.915 internal_count=3076 3003 is_linear=0 shrinkage=0.00185885 Tree=2182 num_leaves=4 num_cat=0 split_feature=1 46 4 split_gain=14.8691 15.7224 4.5131 threshold=0.12856000000000004 0.084955000000000017 -0.064209999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6084244847640603e-05 -8.3897389436785391e-05 -0.00064359236874014921 0.00025613788438361227 leaf_weight=255.24022343126126 4.8808757066726676 4.2659942395985118 28.382420834153891 leaf_count=2879 22 30 231 internal_value=0 -2.66729e-05 0.000206129 internal_weight=0 259.506 33.2633 internal_count=3162 2909 253 is_linear=0 shrinkage=0.000328318 Tree=2183 num_leaves=4 num_cat=0 split_feature=0 43 0 split_gain=12.1343 20.2487 19.2747 threshold=-0.074179999999999982 -0.069999999999999993 -0.10185499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017126202281187054 0.0013710968809199666 -0.00024161290977961302 -0.0011089354659219292 leaf_weight=106.51847853371873 47.396391866263002 56.674043477512896 61.540444998536259 leaf_count=609 358 552 1559 internal_value=0 0.000493541 -0.000297952 internal_weight=0 104.07 168.059 internal_count=3078 910 2168 is_linear=0 shrinkage=0.00182241 Tree=2184 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=16.1933 16.3937 threshold=-0.42985499999999993 -0.060269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033834708072686494 -1.9788617894178949e-05 0.00015535295924745392 leaf_weight=12.48469414655119 196.12316788523458 72.920882572419941 leaf_count=286 2371 414 internal_value=0 2.77261e-05 internal_weight=0 269.044 internal_count=3071 2785 is_linear=0 shrinkage=0.000315569 Tree=2185 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=10.8965 11.6236 threshold=0.16791500000000001 0.077685000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.6707113615932092e-05 0.0016144949337851308 -0.0019542309869692506 leaf_weight=254.49731267336756 9.2373473867773992 7.7731740968301883 leaf_count=2892 80 104 internal_value=0 -9.43484e-05 internal_weight=0 262.27 internal_count=3076 2996 is_linear=0 shrinkage=0.00155541 Tree=2186 num_leaves=4 num_cat=0 split_feature=13 39 13 split_gain=17.969 18.7303 7.29775 threshold=-0.24426999999999996 0.0047850000000000011 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.2925919259626738e-05 -7.8039726314312733e-05 0.00014392885001251511 0.00036065648670548613 leaf_weight=6.0772129949182299 210.05547672719695 50.795052876695991 18.464237444102764 leaf_count=41 2637 349 114 internal_value=0 -3.47729e-05 0.000258466 internal_weight=0 260.851 24.5415 internal_count=3141 2986 155 is_linear=0 shrinkage=0.000328318 Tree=2187 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=13.5254 24.5176 21.5732 threshold=-0.10726999999999999 -0.074654999999999985 0.077065000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018027830665507939 -0.00022442852525927665 5.0675555512007337e-05 -0.00021179974633796808 leaf_weight=89.856215632520616 71.348654871806502 105.2002124665305 23.093348998576403 leaf_count=462 1581 924 119 internal_value=0 -6.0574e-05 9.99848e-05 internal_weight=0 176.549 112.95 internal_count=3086 2505 581 is_linear=0 shrinkage=0.000362489 Tree=2188 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=16.3181 25.7175 13.1508 threshold=0.10100500000000003 -0.11550499999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014813225913833924 0.00014822945838923672 -0.00012695830761397987 -6.9392157254625949e-05 leaf_weight=39.155812598764896 81.165232953615487 128.0319064387586 35.105525364167988 leaf_count=199 604 2089 204 internal_value=0 -6.24753e-05 8.25196e-05 internal_weight=0 167.188 116.271 internal_count=3096 2288 808 is_linear=0 shrinkage=0.000297367 Tree=2189 num_leaves=4 num_cat=0 split_feature=41 4 1 split_gain=14.2649 16.1452 2.78063 threshold=0.082980000000000012 0.27150500000000005 0.11239500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6481438427263766e-05 -0.00039788683385035489 0.00020075519426563442 -0.00010543059575027139 leaf_weight=224.13900730758905 10.136030361056326 41.989467397332191 5.1705068349838248 leaf_count=2632 86 324 30 internal_value=0 1.78639e-05 -0.000300579 internal_weight=0 266.128 15.3065 internal_count=3072 2956 116 is_linear=0 shrinkage=0.00032188 Tree=2190 num_leaves=4 num_cat=0 split_feature=1213 403 4 split_gain=13.6104 14.7852 3.68425 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.16251999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001183422031767783 -0.0016752308302115226 0.00017403333596911115 -0.0016999324900943845 leaf_weight=1.1848905645310868 11.763106843223794 243.0516385093797 14.249604704789816 leaf_count=5 350 2243 452 internal_value=0 8.79668e-05 -0.00147165 internal_weight=0 254.815 15.4345 internal_count=3050 2593 457 is_linear=0 shrinkage=0.00161824 Tree=2191 num_leaves=4 num_cat=0 split_feature=39 13 42 split_gain=14.8937 14.1203 8.40081 threshold=0.0047850000000000011 -0.11557999999999999 -0.0043149999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00068443716820711347 -0.00062561179073274825 -0.00044604105368637251 0.0010810744853388299 leaf_weight=37.737843819893897 10.069847017526625 181.58440178958699 41.933869297616184 leaf_count=243 59 2499 307 internal_value=0 -0.000251274 0.000749963 internal_weight=0 219.322 52.0037 internal_count=3108 2742 366 is_linear=0 shrinkage=0.00168362 Tree=2192 num_leaves=4 num_cat=0 split_feature=42 132 484 split_gain=13.4311 15.2103 14.8273 threshold=-1.0000000180025095e-35 0.081055000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015345536177649001 -0.0012836467478137019 0.00064915779903734652 0.00020189175865054237 leaf_weight=33.077746111666784 20.906818327493966 12.353866654913871 202.726208249107 leaf_count=690 446 149 1811 internal_value=0 -0.000940618 6.24401e-05 internal_weight=0 45.4316 223.633 internal_count=3096 839 2257 is_linear=0 shrinkage=0.00168362 Tree=2193 num_leaves=4 num_cat=0 split_feature=39 3 1 split_gain=11.4045 16.1494 15.5677 threshold=0.0047850000000000011 -0.10643499999999999 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046217961568199536 -0.00086721775741108122 -0.00042541426726927875 0.0010135465013636719 leaf_weight=60.18169273249805 12.261320680379866 163.27810117485933 40.155400422401726 leaf_count=384 71 2356 304 internal_value=0 -0.000186258 0.000572687 internal_weight=0 223.46 52.4167 internal_count=3115 2740 375 is_linear=0 shrinkage=0.00146569 Tree=2194 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=14.8631 14.9135 12.2947 threshold=0.10100500000000003 -0.072459999999999983 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012514871212792228 0.00015328020793679953 7.1525212511964125e-05 -7.1299809569528178e-05 leaf_weight=113.11128165898845 82.643661306239665 58.006584659218788 34.273740526288748 leaf_count=1826 581 458 194 internal_value=0 -5.84758e-05 8.74405e-05 internal_weight=0 171.118 116.917 internal_count=3059 2284 775 is_linear=0 shrinkage=0.000315569 Tree=2195 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=14.1465 17.1144 11.9513 threshold=0.092120000000000021 -0.066359999999999988 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00073962893222247997 5.2252621948797179e-05 0.00054424410103958722 0.0010930576629509237 leaf_weight=93.424779959255829 103.09844316472299 34.249468657188118 35.908420102670789 leaf_count=1625 1013 241 200 internal_value=0 -0.000395046 0.000321778 internal_weight=0 127.674 139.007 internal_count=3079 1866 1213 is_linear=0 shrinkage=0.00155541 Tree=2196 num_leaves=3 num_cat=0 split_feature=52 2 split_gain=14.0093 15.0177 threshold=-0.41845999999999994 0.092120000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034075554398976273 -8.2363732737890353e-05 6.8104448513246044e-05 leaf_weight=12.91093674302101 129.15688362228684 134.96496577886865 leaf_count=293 1743 1031 internal_value=0 -5.47895e-06 internal_weight=0 264.122 internal_count=3067 2774 is_linear=0 shrinkage=0.000315569 Tree=2197 num_leaves=4 num_cat=0 split_feature=158 1375 43 split_gain=10.8882 11.2002 0.0955458 threshold=0.10858500000000001 -0.43271999999999994 -0.043084999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025620061133004596 -0.0013917637662570817 0.00011237263671279221 -0.0018996854540334032 leaf_weight=3.1623968351632348 3.953026756644249 259.34615837899037 3.6021601189859203 leaf_count=18 80 2886 73 internal_value=0 7.90763e-05 -0.00165814 internal_weight=0 262.509 7.55519 internal_count=3057 2904 153 is_linear=0 shrinkage=0.00143696 Tree=2198 num_leaves=4 num_cat=0 split_feature=14 3 15 split_gain=11.4389 14.8444 1.08256 threshold=0.073890000000000011 -0.10075499999999998 -0.14601999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00063105005155519552 -0.00085302948584358167 -0.0002051508220716296 -0.0020422493337048861 leaf_weight=62.21205057669431 2.6539580561220646 198.69304641173221 6.3718812456354481 leaf_count=373 24 2646 89 internal_value=0 -5.57602e-06 -0.00170731 internal_weight=0 260.905 9.02584 internal_count=3132 3019 113 is_linear=0 shrinkage=0.00149501 Tree=2199 num_leaves=4 num_cat=0 split_feature=484 1213 123 split_gain=12.9298 14.1496 6.18591 threshold=-0.0048899999999999994 -1.0000000180025095e-35 0.087855000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014133426081462245 -0.0012437246298322075 0.00026197586931566265 0.001532209524482623 leaf_weight=18.943735366920013 16.752556402934715 229.46257826616056 1.889496725052594 leaf_count=452 451 2160 12 internal_value=0 0.000159009 -0.00113943 internal_weight=0 246.215 20.8332 internal_count=3075 2611 464 is_linear=0 shrinkage=0.00158651 Tree=2200 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=12.0214 14.0967 10.6941 threshold=0.10100500000000003 -0.11550499999999998 0.091145000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012235263237560739 0.00010923948174153283 -9.9127358779752342e-05 -0.00032508563697158092 leaf_weight=38.60274476185441 110.98044673539698 128.91131157032214 6.0944247972220174 leaf_count=201 703 2118 85 internal_value=0 -4.80408e-05 8.63413e-05 internal_weight=0 167.514 117.075 internal_count=3107 2319 788 is_linear=0 shrinkage=0.00032188 Tree=2201 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=13.1372 20.3935 12.129 threshold=0.10100500000000003 -0.11550499999999998 0.11140500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014000207183566542 0.00010287212788727779 -0.00012684889162255502 -0.00037581863906081012 leaf_weight=38.796480793505907 108.20736443530768 124.98866486805491 5.6679340451955786 leaf_count=206 708 2092 82 internal_value=0 -6.35863e-05 7.87004e-05 internal_weight=0 163.785 113.875 internal_count=3088 2298 790 is_linear=0 shrinkage=0.00032188 Tree=2202 num_leaves=4 num_cat=0 split_feature=15 41 1 split_gain=14.9179 14.5511 11.1475 threshold=0.084580000000000016 0.082980000000000012 0.12856000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018484658589203263 -0.0012423275610327145 -0.0013277459318720743 0.00099682706300160528 leaf_weight=216.66458904976025 30.245156980585307 13.867624580860136 5.3222507387399665 leaf_count=1955 977 106 23 internal_value=0 9.32565e-05 -0.000905187 internal_weight=0 230.532 35.5674 internal_count=3061 2061 1000 is_linear=0 shrinkage=0.00143696 Tree=2203 num_leaves=4 num_cat=0 split_feature=159 1 12 split_gain=16.8318 16.5841 4.33441 threshold=-0.032069999999999994 0.12856000000000004 -0.076464999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013017937845386261 -3.1443463554815535e-05 0.00022711693413681624 -0.00034856757913348031 leaf_weight=2.1252453364431885 224.8363822880201 28.904622305184603 19.027291140053421 leaf_count=14 2453 248 394 internal_value=0 -1.90266e-06 -0.000300035 internal_weight=0 253.741 21.1525 internal_count=3109 2701 408 is_linear=0 shrinkage=0.00032188 Tree=2204 num_leaves=4 num_cat=0 split_feature=1 46 13 split_gain=12.5718 14.7856 4.89083 threshold=0.12856000000000004 0.084955000000000017 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001593801528122545 0.0016482176787462753 -0.0030462868622764105 0.00037389737911014854 leaf_weight=232.84840744780377 11.206328810192646 4.2612401321530333 20.715596028603613 leaf_count=2798 136 33 125 internal_value=0 -0.000212676 0.00082545 internal_weight=0 237.11 31.9219 internal_count=3092 2831 261 is_linear=0 shrinkage=0.00155541 Tree=2205 num_leaves=4 num_cat=0 split_feature=1213 403 157 split_gain=11.7552 14.7788 9.19522 threshold=-1.0000000180025095e-35 -0.08373499999999999 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019333788283047509 -0.0014944828848237714 0.00017485605587392813 -0.0014795527191236921 leaf_weight=1.7243102770298726 11.355998396873472 242.79368616663851 15.419489849125966 leaf_count=8 353 2290 466 internal_value=0 9.96408e-05 -0.00112596 internal_weight=0 254.15 17.1438 internal_count=3117 2643 474 is_linear=0 shrinkage=0.00143696 Tree=2206 num_leaves=4 num_cat=0 split_feature=123 50 3 split_gain=13.2322 12.4992 6.33804 threshold=1.0000000180025095e-35 0.086500000000000007 -0.0037349999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0499151704084717e-05 0.0013841319502665944 -0.001329464817252401 -0.00015804582392600953 leaf_weight=209.16028522769921 23.5723094381392 23.416472662473097 10.439807152375577 leaf_count=2284 171 524 95 internal_value=0 -0.00018884 0.000911805 internal_weight=0 232.577 34.0121 internal_count=3074 2808 266 is_linear=0 shrinkage=0.00165061 Tree=2207 num_leaves=4 num_cat=0 split_feature=41 39 48 split_gain=15.1243 12.6411 1.61747 threshold=0.082980000000000012 0.0047850000000000011 0.078735000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001237850485675303 -0.0012520314225716702 0.0008026591565838642 -0.0024488939233089772 leaf_weight=207.89019956556149 8.6290077595040184 47.236693069338799 4.889828670769929 leaf_count=2638 81 331 34 internal_value=0 4.80228e-05 -0.0017015 internal_weight=0 255.127 13.5188 internal_count=3084 2969 115 is_linear=0 shrinkage=0.00161824 Tree=2208 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=15.8628 16.3641 threshold=-0.41845999999999994 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003927415529863871 0.00013230735960051524 -5.4681863381669808e-05 leaf_weight=13.245502424892036 95.474496159702539 172.32221516082063 leaf_count=295 637 2135 internal_value=0 1.20107e-05 internal_weight=0 267.797 internal_count=3067 2772 is_linear=0 shrinkage=0.000362489 Tree=2209 num_leaves=3 num_cat=0 split_feature=453 0 split_gain=11.383 12.8906 threshold=0.096095000000000014 -0.10726999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00045556676576052451 -0.0023212242802624007 -0.00026806545641383408 leaf_weight=91.366124625317752 5.1728559769690028 170.55614568223245 leaf_count=530 29 2541 internal_value=0 -1.55546e-05 internal_weight=0 261.922 internal_count=3100 3071 is_linear=0 shrinkage=0.00155541 Tree=2210 num_leaves=4 num_cat=0 split_feature=2 31 156 split_gain=11.9894 15.1037 11.1926 threshold=0.092120000000000021 -1.0000000180025095e-35 0.11896500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001546415803202465 0.00033626211727273497 -0.00060805374964636527 -0.0020255239563967018 leaf_weight=9.1051766872405988 135.44678882462904 113.56420437828638 5.3558156564831725 leaf_count=90 1142 1770 78 internal_value=0 -0.000446873 0.000244887 internal_weight=0 122.669 140.803 internal_count=3080 1860 1220 is_linear=0 shrinkage=0.00161824 Tree=2211 num_leaves=4 num_cat=0 split_feature=376 1 3 split_gain=17.6647 16.1335 2.07539 threshold=0.048375000000000008 0.12856000000000004 -0.016079999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5824040884919846e-05 0.00034140498993568644 0.00017567742099406324 0.00016345928215108859 leaf_weight=228.43334242259152 9.383824063465001 30.019534455612302 16.05764346756041 leaf_count=2731 49 228 118 internal_value=0 -2.88705e-05 0.000230301 internal_weight=0 258.453 25.4415 internal_count=3126 2959 167 is_linear=0 shrinkage=0.000297367 Tree=2212 num_leaves=4 num_cat=0 split_feature=1 15 2 split_gain=11.3585 12.5618 4.02233 threshold=0.12313000000000002 0.084580000000000016 0.14234000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.6102088951539411e-05 0.00054613809793438624 -0.001266468726645358 0.0018869881379054347 leaf_weight=200.72204196546227 21.500927399843931 29.514287371188402 12.87314201146364 leaf_count=1823 181 949 111 internal_value=0 -0.000113973 0.00105278 internal_weight=0 230.236 34.3741 internal_count=3064 2772 292 is_linear=0 shrinkage=0.00189603 Tree=2213 num_leaves=4 num_cat=0 split_feature=1213 472 157 split_gain=11.1224 11.6872 9.41183 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0023045012034775586 -0.0019550591447949836 0.00016626609900376207 -0.0017904085536630007 leaf_weight=1.6926646642386902 7.4752947706729165 247.96404320583679 14.231918879784642 leaf_count=7 157 2489 465 internal_value=0 0.000103357 -0.0013421 internal_weight=0 255.439 15.9246 internal_count=3118 2646 472 is_linear=0 shrinkage=0.00168362 Tree=2214 num_leaves=3 num_cat=0 split_feature=155 0 split_gain=10.7942 12.5269 threshold=0.098655000000000007 -0.07087499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00018768699451904804 -0.0018936220213304168 0.00059995544650856612 leaf_weight=173.9632342804689 8.3052837117575091 90.402746670879424 leaf_count=2276 162 692 internal_value=0 8.17956e-05 internal_weight=0 264.366 internal_count=3130 2968 is_linear=0 shrinkage=0.00171729 Tree=2215 num_leaves=4 num_cat=0 split_feature=1 4 1373 split_gain=14.7341 18.6255 13.3136 threshold=0.076845000000000011 -0.083954999999999988 0.092985000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035424984950660954 0.00020510296874231318 -0.00090769446535472341 -0.0018017922301773331 leaf_weight=26.617365474114195 189.45506167132407 51.48557234974578 4.9946315530687562 leaf_count=333 1504 1257 26 internal_value=0 -0.000477734 0.000152547 internal_weight=0 78.1029 194.45 internal_count=3120 1590 1530 is_linear=0 shrinkage=0.00122643 Tree=2216 num_leaves=4 num_cat=0 split_feature=12 16 0 split_gain=12.8301 18.1174 13.8459 threshold=0.080020000000000022 0.13401500000000002 -0.060024999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011980518258890028 -0.00012359229649973043 -0.00017199333474555211 9.6792151111873697e-05 leaf_weight=127.85709411092103 92.443591534160078 24.119418653659523 38.597857618704438 leaf_count=724 1943 143 283 internal_value=0 7.34028e-05 -5.86515e-05 internal_weight=0 151.977 131.041 internal_count=3093 867 2226 is_linear=0 shrinkage=0.000309381 Tree=2217 num_leaves=4 num_cat=0 split_feature=12 4 157 split_gain=13.2774 18.8312 12.9121 threshold=0.080020000000000022 0.17888000000000001 -0.07692499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029310421843995458 -0.00013795647533841525 0.00015241719195062937 2.9658713431716071e-05 leaf_weight=21.725862177088857 96.163639287697151 28.821636125445366 122.42892486508936 leaf_count=94 2075 166 750 internal_value=0 -7.09197e-05 6.95598e-05 internal_weight=0 124.985 144.155 internal_count=3085 2241 844 is_linear=0 shrinkage=0.000315569 Tree=2218 num_leaves=4 num_cat=0 split_feature=4 12 47 split_gain=17.0342 18.0374 17.6573 threshold=0.17888000000000001 0.081135000000000013 0.12339500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5994537978807804e-05 0.00020376208779092941 -0.00015114990951253801 -0.00038466727271688087 leaf_weight=109.8938132384792 59.775754244998097 98.69604105479084 6.2195153832435599 leaf_count=552 445 2048 26 internal_value=0 -4.73171e-05 0.00014775 internal_weight=0 208.59 65.9953 internal_count=3071 2600 471 is_linear=0 shrinkage=0.000334884 Tree=2219 num_leaves=4 num_cat=0 split_feature=15 13 472 split_gain=13.4621 16.6914 11.7606 threshold=0.084580000000000016 0.09888000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033794606828886685 -0.00026054143164661698 0.00020058894650799879 4.759668516050343e-05 leaf_weight=7.1048269281163803 29.645309667568654 8.9618548327125591 229.94064046093263 leaf_count=149 921 90 1910 internal_value=0 -0.000153229 3.58869e-05 internal_weight=0 38.6072 237.045 internal_count=3070 1011 2059 is_linear=0 shrinkage=0.000297367 Tree=2220 num_leaves=4 num_cat=0 split_feature=43 16 15 split_gain=14.8252 13.5562 1.46389 threshold=0.25537500000000007 0.41656500000000002 -0.23160499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8350897929292028e-05 -3.5541496905125558e-05 -0.00027395819352918593 -0.00043891835832988936 leaf_weight=253.2379461673554 1.1164407581090916 15.811733335256575 8.4853652419988048 leaf_count=2696 9 212 177 internal_value=0 1.98905e-05 -0.000392966 internal_weight=0 269.05 9.60181 internal_count=3094 2908 186 is_linear=0 shrinkage=0.000328318 Tree=2221 num_leaves=4 num_cat=0 split_feature=4 0 2 split_gain=12.5017 14.3839 3.86615 threshold=-0.49367499999999992 -0.018054999999999998 0.107145 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036770222770574952 -9.5798163842623899e-06 0.0002094605824630551 2.428146485565863e-06 leaf_weight=12.440731268376114 220.49910033657216 39.556695962324739 4.229900959879159 leaf_count=115 2705 214 35 internal_value=0 2.38139e-05 -0.000274398 internal_weight=0 260.056 16.6706 internal_count=3069 2919 150 is_linear=0 shrinkage=0.000334884 Tree=2222 num_leaves=3 num_cat=0 split_feature=1365 12 split_gain=11.5096 13.1022 threshold=1.0000000180025095e-35 0.079600000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00036242912998565678 -0.0020604435911962169 -0.00032193153872237586 leaf_weight=141.31768337078393 6.0521030528470865 120.34876281279139 leaf_count=831 57 2185 internal_value=0 4.76667e-05 internal_weight=0 261.666 internal_count=3073 3016 is_linear=0 shrinkage=0.00152491 Tree=2223 num_leaves=4 num_cat=0 split_feature=1 38 160 split_gain=12.429 16.5007 6.22729 threshold=0.13130500000000003 0.10386000000000002 -0.070789999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010811309183098445 -0.0004022130160464418 -0.0029440248663358281 0.0012975504710583902 leaf_weight=231.21969263558276 6.2080323733389404 4.5668492298573247 20.721566948108375 leaf_count=2823 60 30 185 internal_value=0 -0.000164412 0.000905664 internal_weight=0 235.787 26.9296 internal_count=3098 2853 245 is_linear=0 shrinkage=0.00149501 Tree=2224 num_leaves=4 num_cat=0 split_feature=12 16 132 split_gain=16.454 18.1302 14.7187 threshold=0.080020000000000022 -0.17157499999999998 0.08018500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.4030283136807711e-05 0.00014926261910066054 -0.00016091331887878508 0.0003809296340410296 leaf_weight=131.27547215204686 31.220978583209217 99.033718230435625 18.607738578692079 leaf_count=751 205 2038 101 internal_value=0 -8.65024e-05 8.61089e-05 internal_weight=0 130.255 149.883 internal_count=3095 2243 852 is_linear=0 shrinkage=0.000355382 Tree=2225 num_leaves=4 num_cat=0 split_feature=403 472 3 split_gain=12.3814 12.9048 11.8276 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.097724999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.2505617265954953e-05 -0.00039425975261972072 4.8064100886328221e-05 -0.00035341511278436414 leaf_weight=10.641612855717542 7.8374161715619257 241.89951305813156 19.632870990782976 leaf_count=83 151 2185 662 internal_value=0 3.40123e-05 -0.000196909 internal_weight=0 249.737 30.2745 internal_count=3081 2336 745 is_linear=0 shrinkage=0.000341582 Tree=2226 num_leaves=4 num_cat=0 split_feature=51 1 1 split_gain=12.7495 15.2623 0.227635 threshold=-0.40548499999999993 0.13594500000000004 0.13522500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036223358626412947 -1.0469423795127859e-05 0.00028304130506150106 -0.00052476954292399799 leaf_weight=5.0594604164361945 242.46342628356069 20.616971077397466 2.3511734455823898 leaf_count=97 2775 175 14 internal_value=0 1.26429e-05 -0.000420845 internal_weight=0 263.08 7.41063 internal_count=3061 2950 111 is_linear=0 shrinkage=0.000328318 Tree=2227 num_leaves=4 num_cat=0 split_feature=1 4 12 split_gain=16.3477 17.0413 13.7094 threshold=0.090515000000000012 -0.15409499999999995 -0.0075799999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001041362406015711 0.00022418389438370705 -0.00018201654863541896 5.2953386566229792e-07 leaf_weight=35.144725314341486 47.414470057934523 89.195649044122547 110.91375700291246 leaf_count=163 346 1819 777 internal_value=0 -0.000101115 6.76183e-05 internal_weight=0 124.34 158.328 internal_count=3105 1982 1123 is_linear=0 shrinkage=0.000348413 Tree=2228 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=15.4762 16.6487 16.4657 threshold=0.080020000000000022 0.12263000000000002 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011617075238335837 -0.00011574340530077545 0.00024672297646787146 -0.00018266098783024478 leaf_weight=126.37064826022834 115.97075323271565 14.052701041102408 21.377239533700049 leaf_count=717 2154 82 136 internal_value=0 -7.63901e-05 7.2828e-05 internal_weight=0 130.023 147.748 internal_count=3089 2236 853 is_linear=0 shrinkage=0.000315569 Tree=2229 num_leaves=4 num_cat=0 split_feature=52 1 159 split_gain=14.3922 13.142 5.29376 threshold=0.16579500000000003 0.10384000000000002 -0.22563499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9445463395915261e-05 -7.7381874673941928e-05 0.00011521643321480371 -0.00038543797844904697 leaf_weight=168.21612567803822 10.168070984305816 93.391000603325665 11.296195723582057 leaf_count=2091 180 644 185 internal_value=0 2.22245e-05 -0.000240664 internal_weight=0 261.607 21.4643 internal_count=3100 2735 365 is_linear=0 shrinkage=0.000309381 Tree=2230 num_leaves=4 num_cat=0 split_feature=2 31 38 split_gain=16.9315 13.3726 13.1995 threshold=0.092120000000000021 -1.0000000180025095e-35 0.093975000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015203494787584414 0.00044214421393444893 -0.00061471136411464695 -0.0022067842177680053 leaf_weight=8.1218939768150431 135.80018570530228 115.77561334124766 5.001496826298534 leaf_count=82 1196 1791 38 internal_value=0 -0.000473505 0.000346371 internal_weight=0 123.898 140.802 internal_count=3107 1873 1234 is_linear=0 shrinkage=0.00161824 Tree=2231 num_leaves=4 num_cat=0 split_feature=51 50 4 split_gain=15.3828 12.8334 6.742 threshold=-0.10998999999999999 0.08568000000000002 0.10621000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031034493207575587 5.2850266504464036e-05 -0.00017991932320004546 0.00015616248544630837 leaf_weight=21.897651830222461 220.84020586684346 28.757124109659344 3.8657029941678038 leaf_count=282 2223 548 25 internal_value=0 2.59633e-05 -0.000239974 internal_weight=0 249.597 25.7634 internal_count=3078 2771 307 is_linear=0 shrinkage=0.000328318 Tree=2232 num_leaves=4 num_cat=0 split_feature=484 160 123 split_gain=16.3279 14.907 8.36819 threshold=-0.0048899999999999994 -0.25833999999999996 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033723946375714285 -0.00038116375169995387 4.5594694135237473e-05 0.00035460885463679847 leaf_weight=21.713333731982861 10.228145977947859 254.5214254418388 2.2598420456051818 leaf_count=468 260 2339 12 internal_value=0 2.89534e-05 -0.000270677 internal_weight=0 264.75 23.9732 internal_count=3079 2599 480 is_linear=0 shrinkage=0.000348413 Tree=2233 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=12.3145 15.0397 7.88547 threshold=-0.10462499999999998 0.0047850000000000011 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002209877225533106 -7.4092374451936507e-05 0.00013604839243583136 -6.7378522383886328e-05 leaf_weight=35.915578300599009 187.19811007287353 43.369473218917847 13.448410607874392 leaf_count=216 2467 310 94 internal_value=0 -3.45183e-05 0.000142452 internal_weight=0 230.568 49.364 internal_count=3087 2777 310 is_linear=0 shrinkage=0.00032188 Tree=2234 num_leaves=4 num_cat=0 split_feature=15 12 156 split_gain=13.6431 14.2903 12.7373 threshold=0.084580000000000016 0.098355000000000012 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038849386954754845 -0.00034760804980915486 6.2794657120457788e-05 4.0874944881898332e-05 leaf_weight=7.9012989997863761 23.886447093216702 15.716428859159349 234.61506182653829 leaf_count=156 815 186 1935 internal_value=0 -0.000185022 2.67131e-05 internal_weight=0 39.6029 242.516 internal_count=3092 1001 2091 is_linear=0 shrinkage=0.000334884 Tree=2235 num_leaves=4 num_cat=0 split_feature=14 13 160 split_gain=10.6547 13.0445 0.298224 threshold=0.077685000000000018 -0.10462499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011359671851421485 -0.0029757802053929677 -6.823899781544078e-05 -0.001926589220190008 leaf_weight=46.082297584973276 3.0307694151997566 210.69274268741719 3.7604344561696044 leaf_count=278 39 2680 51 internal_value=0 0.000148276 -0.00243549 internal_weight=0 256.775 6.7912 internal_count=3048 2958 90 is_linear=0 shrinkage=0.00205233 Tree=2236 num_leaves=4 num_cat=0 split_feature=51 42 50 split_gain=12.3977 16.2283 6.87711 threshold=-0.10433999999999997 -1.0000000180025095e-35 0.081065000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012714532011585792 -0.00082442148113918252 0.00028638352135805522 0.0010863804497031494 leaf_weight=23.076272758189592 35.860153899760917 204.10348069854081 3.1971037024632087 leaf_count=280 750 1998 37 internal_value=0 0.000120078 -0.000981145 internal_weight=0 239.964 26.2734 internal_count=3065 2748 317 is_linear=0 shrinkage=0.00152491 Tree=2237 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=19.14 17.4021 13.2291 threshold=1.0000000180025095e-35 -0.07087499999999998 0.082805000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027025712859774209 9.1423265226488431e-05 5.7616997900029467e-05 -0.00017366195519914567 leaf_weight=45.095995121868327 174.69072256796062 30.280336592812091 23.908656026236713 leaf_count=1342 1111 271 382 internal_value=0 -0.000138653 5.94307e-05 internal_weight=0 75.3763 198.599 internal_count=3106 1613 1493 is_linear=0 shrinkage=0.000334884 Tree=2238 num_leaves=4 num_cat=0 split_feature=4 12 1 split_gain=14.0532 14.5031 4.22381 threshold=-0.49977499999999991 0.085685000000000025 0.10022000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048369877823542387 7.8744734281454803e-05 -9.1979504167554068e-05 -2.7946836685237037e-05 leaf_weight=9.535321142524479 165.55033891554922 101.14410353754647 3.5195112787187091 leaf_count=82 1230 1738 44 internal_value=0 1.3986e-05 -0.000362113 internal_weight=0 266.694 13.0548 internal_count=3094 2968 126 is_linear=0 shrinkage=0.000355382 Tree=2239 num_leaves=4 num_cat=0 split_feature=158 42 13 split_gain=11.007 10.7665 0.212543 threshold=0.11034000000000001 -1.0000000180025095e-35 -0.076329999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062829427852404459 -0.0013075657390172882 0.0002393713110335763 -0.0020712384235667754 leaf_weight=45.072428441839293 2.1808139246422797 218.73255454353057 5.3934054588899007 leaf_count=831 60 2159 70 internal_value=0 9.09226e-05 -0.00187361 internal_weight=0 263.805 7.57422 internal_count=3120 2990 130 is_linear=0 shrinkage=0.00161824 Tree=2240 num_leaves=4 num_cat=0 split_feature=123 133 1 split_gain=14.7273 15.8915 4.49776 threshold=1.0000000180025095e-35 0.094875000000000015 0.08486500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4932112939814089e-05 5.8460034977815352e-06 -0.00028148982768696432 0.0002757686360307531 leaf_weight=233.00269286497496 8.0356180630624277 19.406951520126313 26.121254524216056 leaf_count=2307 34 490 226 internal_value=0 -7.97351e-06 0.000212494 internal_weight=0 252.41 34.1569 internal_count=3057 2797 260 is_linear=0 shrinkage=0.000315569 Tree=2241 num_leaves=4 num_cat=0 split_feature=151 4 2 split_gain=12.9124 15.8525 1.38313 threshold=-0.29526499999999994 0.27150500000000005 0.11448000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012491159836153414 -0.00013513280426982489 0.00089614926647943731 -0.0026160792630037315 leaf_weight=3.5797786172479382 217.80456060566939 39.214424345642328 3.7395803108811378 leaf_count=57 2613 333 19 internal_value=0 2.25358e-05 -0.00197641 internal_weight=0 257.019 7.31936 internal_count=3022 2946 76 is_linear=0 shrinkage=0.00149501 Tree=2242 num_leaves=4 num_cat=0 split_feature=133 1429 1 split_gain=12.081 12.3233 1.08222 threshold=0.13493500000000003 -1.0000000180025095e-35 0.12220000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017646511743502128 -0.0018268942937358728 0.0001799672648780039 -0.00018117119030415139 leaf_weight=8.7215294737834466 9.3508340921252948 251.82751274178736 1.2059277053922404 leaf_count=142 321 2622 14 internal_value=0 0.000114144 -0.00164277 internal_weight=0 260.549 10.5568 internal_count=3099 2764 335 is_linear=0 shrinkage=0.00161824 Tree=2243 num_leaves=4 num_cat=0 split_feature=484 15 2 split_gain=11.1916 11.772 6.60682 threshold=-0.0048899999999999994 -0.24269999999999997 0.11212000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015390100206270003 0.0011112801759504823 -8.3592725816216715e-06 9.1898847461839968e-05 leaf_weight=14.021411737659948 20.238584025762975 221.34099911665544 7.5515956492163232 leaf_count=422 234 2340 54 internal_value=0 8.59111e-05 -0.000970586 internal_weight=0 241.58 21.573 internal_count=3050 2574 476 is_linear=0 shrinkage=0.00140878 Tree=2244 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=15.5837 15.2767 11.7902 threshold=0.076845000000000011 -0.055084999999999988 -0.51586999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010560354660648186 -0.0015838579870155454 0.00031794278243232459 0.00031835485791829193 leaf_weight=46.763763387221843 7.1706607677042475 27.564455247484148 181.42427837848663 leaf_count=1408 124 149 1355 internal_value=0 -0.000546787 0.000245133 internal_weight=0 74.3282 188.595 internal_count=3036 1557 1479 is_linear=0 shrinkage=0.00146569 Tree=2245 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=14.8758 17.7823 12.3424 threshold=0.10100500000000003 -0.12077499999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013749122363965598 -0.00027633815859681352 -0.00010969350212476354 0.00012135093237617117 leaf_weight=37.219883197918534 8.2715558065101487 129.5814844686538 107.48335669841617 leaf_count=199 108 2140 690 internal_value=0 -5.44817e-05 9.26935e-05 internal_weight=0 166.801 115.755 internal_count=3137 2339 798 is_linear=0 shrinkage=0.000315569 Tree=2246 num_leaves=4 num_cat=0 split_feature=52 1212 52 split_gain=15.1596 10.7983 5.84842 threshold=0.18767000000000003 -1.0000000180025095e-35 0.64160000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016658906064736757 -0.0016232589037127657 0.00015650915526319251 0.00068529322320757353 leaf_weight=7.3765726240817449 16.173304274911064 245.90843395516276 2.823060584254562 leaf_count=217 336 2574 15 internal_value=0 0.000102722 -0.00127818 internal_weight=0 253.285 18.9964 internal_count=3142 2791 351 is_linear=0 shrinkage=0.00149501 Tree=2247 num_leaves=4 num_cat=0 split_feature=2 15 1 split_gain=13.7799 15.8473 0.169316 threshold=0.153865 0.084580000000000016 0.13274000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2799478917916855e-05 0.0012200548353567011 -0.0011841838673083578 0.0017159956534145257 leaf_weight=215.76438570138998 4.1874537561088792 32.089572003111243 8.9367942903190833 leaf_count=1976 29 977 82 internal_value=0 -0.000125227 0.00156942 internal_weight=0 247.854 13.1242 internal_count=3064 2953 111 is_linear=0 shrinkage=0.00161824 Tree=2248 num_leaves=4 num_cat=0 split_feature=130 50 123 split_gain=11.5761 11.8123 5.39842 threshold=1.0000000180025095e-35 0.086500000000000007 0.091600000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029314425130895033 -0.0018014799417376461 -0.00081336433553849858 0.001034922576614584 leaf_weight=223.04908521845937 11.897572438232599 29.686014091596007 2.0808674581348887 leaf_count=2168 380 544 9 internal_value=0 0.000162872 -0.00137438 internal_weight=0 252.735 13.9784 internal_count=3101 2712 389 is_linear=0 shrinkage=0.00165061 Tree=2249 num_leaves=4 num_cat=0 split_feature=158 133 42 split_gain=11.9233 11.2043 0.0733266 threshold=0.11034000000000001 0.15638000000000005 0.083315000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3292245224599801e-05 -0.00048803225232423378 -0.0003284307652756104 -0.00036211905781824351 leaf_weight=260.04194263671525 2.5720334760844699 9.8598470054566842 4.6077907518483698 leaf_count=2660 29 313 99 internal_value=0 1.99473e-05 -0.000414026 internal_weight=0 269.902 7.17982 internal_count=3101 2973 128 is_linear=0 shrinkage=0.000334884 Tree=2250 num_leaves=4 num_cat=0 split_feature=130 484 49 split_gain=10.6077 10.2719 2.49966 threshold=1.0000000180025095e-35 -0.0048899999999999994 -0.084324999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013162144963918365 0.00042228788565693232 4.7103261263486112e-05 -0.0021183797409434417 leaf_weight=21.674523568945006 1.5427328646183003 225.51137905009091 11.54117670864798 leaf_count=466 9 2274 383 internal_value=0 -7.29812e-05 -0.00181777 internal_weight=0 247.186 13.0839 internal_count=3132 2740 392 is_linear=0 shrinkage=0.00189603 Tree=2251 num_leaves=4 num_cat=0 split_feature=51 1 1 split_gain=12.435 11.9685 0.220545 threshold=-0.40548499999999993 0.13662500000000002 0.13522500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001827067401897428 -0.00010347375671595103 0.0012444118540208223 -0.0026252095080857266 leaf_weight=5.472983024083077 239.08076887531206 19.292310341261327 2.3481906391680241 leaf_count=109 2802 173 15 internal_value=0 -2.33382e-06 -0.00210037 internal_weight=0 258.373 7.82117 internal_count=3099 2975 124 is_linear=0 shrinkage=0.00165061 Tree=2252 num_leaves=4 num_cat=0 split_feature=376 4 42 split_gain=13.8795 18.3444 4.19903 threshold=0.048375000000000008 -0.49977499999999991 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040485708406588251 -4.5879913695311806e-05 -1.0040085764575151e-06 0.00029320734367352977 leaf_weight=12.669635415077208 4.8005778566002872 235.65651437453926 21.078158700838685 leaf_count=124 19 2824 153 internal_value=0 -2.17818e-05 0.000230379 internal_weight=0 248.326 25.8787 internal_count=3120 2948 172 is_linear=0 shrinkage=0.000328318 Tree=2253 num_leaves=4 num_cat=0 split_feature=456 133 150 split_gain=10.9891 11.511 7.12738 threshold=0.087495000000000003 0.13493500000000003 0.08882000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016944217143855469 -0.0023509601779010993 -0.0016901761978507283 0.00029204689548459063 leaf_weight=239.05976304877549 9.0988061027601344 10.124956296756862 4.4352133572101584 leaf_count=2597 119 335 42 internal_value=0 9.31564e-05 -0.00148953 internal_weight=0 249.185 13.534 internal_count=3093 2932 161 is_linear=0 shrinkage=0.00171729 Tree=2254 num_leaves=4 num_cat=0 split_feature=12 0 475 split_gain=15.6649 15.5718 13.1483 threshold=0.023990000000000004 -0.055084999999999988 -0.067819999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030708124259119633 -0.00015407601831253856 8.9981212250521566e-05 2.8478994086943876e-05 leaf_weight=20.273020291700959 95.758348528295755 37.666440162807703 126.44029299821705 leaf_count=94 1990 276 737 internal_value=0 -8.51598e-05 6.71814e-05 internal_weight=0 133.425 146.713 internal_count=3097 2266 831 is_linear=0 shrinkage=0.00032188 Tree=2255 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=12.5739 12.6944 10.3282 threshold=1.0000000180025095e-35 -0.10075499999999998 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.8957373081625567e-05 -0.00023747312245316361 -7.8057531807325487e-05 0.00022733208061510981 leaf_weight=64.634701893664896 5.0664617903530589 176.4975938135758 29.662247497588396 leaf_count=421 35 2378 238 internal_value=0 -3.59531e-05 0.000158978 internal_weight=0 241.132 34.7287 internal_count=3072 2799 273 is_linear=0 shrinkage=0.000303315 Tree=2256 num_leaves=3 num_cat=0 split_feature=52 15 split_gain=16.6966 16.9018 threshold=-0.41845999999999994 0.079530000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033738605836693223 4.5958393170541564e-05 -0.00016797720744230908 leaf_weight=13.737759641837327 217.68066572700627 42.083684692857787 leaf_count=299 1679 1104 internal_value=0 1.12419e-05 internal_weight=0 259.764 internal_count=3082 2783 is_linear=0 shrinkage=0.000309381 Tree=2257 num_leaves=4 num_cat=0 split_feature=39 457 1 split_gain=12.658 17.9808 14.3062 threshold=0.0047850000000000011 0.081330000000000013 0.086230000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2034729478264424e-05 -0.00015527645065249287 0.00017717601810317846 0.00023924257755840353 leaf_weight=187.83675194019452 12.91366950329393 37.312033224850893 41.547476081177592 leaf_count=2541 75 197 307 internal_value=0 -3.06676e-05 0.000145569 internal_weight=0 225.149 54.4611 internal_count=3120 2738 382 is_linear=0 shrinkage=0.000328318 Tree=2258 num_leaves=4 num_cat=0 split_feature=2 31 1 split_gain=12.3663 11.2122 2.39124 threshold=0.14808000000000002 -1.0000000180025095e-35 0.12435500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020894393025366891 0.00033377348079423205 -0.00025841053392987393 0.0021394355130255715 leaf_weight=8.0742688793688995 3.9156797584146252 239.23729754262604 10.89641880057752 leaf_count=82 36 2862 95 internal_value=0 -0.000180847 0.00166818 internal_weight=0 247.312 14.8121 internal_count=3075 2944 131 is_linear=0 shrinkage=0.00197263 Tree=2259 num_leaves=4 num_cat=0 split_feature=12 132 3 split_gain=12.2578 12.8843 12.5742 threshold=0.085685000000000025 0.082150000000000015 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012402166105393212 -0.00061052048552981289 0.0015824921075363258 0.0014782259273133681 leaf_weight=149.53030203026719 94.590914074564353 18.441603566519916 8.456095075234769 leaf_count=1185 1790 114 28 internal_value=0 0.000285094 -0.000437698 internal_weight=0 167.972 103.047 internal_count=3117 1299 1818 is_linear=0 shrinkage=0.00165061 Tree=2260 num_leaves=4 num_cat=0 split_feature=2 2 11 split_gain=13.6737 14.8717 14.475 threshold=0.088930000000000023 -1.0000000180025095e-35 0.08776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048503469530761071 0.00038722071799519013 -0.00093855564563370621 -0.0018123367537803312 leaf_weight=30.023946410045028 148.3883104310371 76.86389474151656 9.2705463115125877 leaf_count=221 1408 1400 81 internal_value=0 -0.000538591 0.000256689 internal_weight=0 106.888 157.659 internal_count=3110 1621 1489 is_linear=0 shrinkage=0.00171729 Tree=2261 num_leaves=4 num_cat=0 split_feature=1429 0 2 split_gain=11.7373 13.1306 0.256399 threshold=-1.0000000180025095e-35 -0.074479999999999977 0.10745500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017062380282035113 -0.0002599132096686858 0.00049437762649390271 -0.0025428279067278097 leaf_weight=5.9166048667393616 159.51424843026325 91.209578492213041 1.9173569306731222 leaf_count=111 2111 827 32 internal_value=0 1.45847e-05 -0.00194394 internal_weight=0 250.724 7.83396 internal_count=3081 2938 143 is_linear=0 shrinkage=0.00158651 Tree=2262 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=10.9019 13.6714 threshold=0.53894500000000012 0.079930000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.8525185678733913e-05 -0.0028464020276142933 0.00087536425073134465 leaf_weight=220.96097207441926 3.1738708838820449 43.293254495598376 leaf_count=2846 14 263 internal_value=0 6.13321e-05 internal_weight=0 264.254 internal_count=3123 3109 is_linear=0 shrinkage=0.00158651 Tree=2263 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=12.29 12.6248 6.27495 threshold=0.12700000000000003 0.080020000000000022 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9438746457411045e-05 0.00036677596214330509 -0.00012890963774070521 5.5385299967603517e-05 leaf_weight=124.56870967987925 12.661349456757309 111.01120954682119 18.586158463731408 leaf_count=656 152 2151 120 internal_value=0 -4.52048e-05 0.000182418 internal_weight=0 235.58 31.2475 internal_count=3079 2807 272 is_linear=0 shrinkage=0.000341582 Tree=2264 num_leaves=3 num_cat=0 split_feature=52 15 split_gain=13.8816 12.4242 threshold=-0.42985499999999993 0.084050000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034092388173384173 3.2083080966950928e-05 -0.00016147998128364342 leaf_weight=12.088505229447035 223.0442907102406 38.646244266768917 leaf_count=284 1742 1059 internal_value=0 3.44101e-06 internal_weight=0 261.691 internal_count=3085 2801 is_linear=0 shrinkage=0.000315569 Tree=2265 num_leaves=4 num_cat=0 split_feature=150 157 457 split_gain=12.6146 19.0192 13.8229 threshold=0.082085000000000019 -0.07692499999999998 -0.0056599999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00092803802241012709 -0.0013109856916744031 -0.00040630203089850244 0.00094154947902289922 leaf_weight=33.388661359902471 8.1154391430318338 169.52083846158348 54.10526854544878 leaf_count=288 66 2392 332 internal_value=0 -0.000186346 0.000645924 internal_weight=0 202.909 62.2207 internal_count=3078 2680 398 is_linear=0 shrinkage=0.00161824 Tree=2266 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=15.7808 19.2386 13.6108 threshold=0.023990000000000004 -0.10643499999999999 -0.015559999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024161900840178244 6.5762401071485225e-05 -0.00021217420447269537 -4.3489868140491915e-06 leaf_weight=34.902523813769221 45.930570126511157 78.791027499828488 104.84096599882469 leaf_count=186 329 1923 635 internal_value=0 -0.000109853 5.72286e-05 internal_weight=0 124.722 139.743 internal_count=3073 2252 821 is_linear=0 shrinkage=0.000341582 Tree=2267 num_leaves=4 num_cat=0 split_feature=1 1429 12 split_gain=14.2686 16.1695 15.0129 threshold=0.09450500000000002 0.084710000000000021 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001245006851431781 0.00025572485717392145 0.00022872099547279138 3.666835555370961e-07 leaf_weight=126.5898661816027 39.956204393878579 17.858242293354124 92.397693772800267 leaf_count=1983 316 152 629 internal_value=0 -8.06883e-05 7.76075e-05 internal_weight=0 144.448 132.354 internal_count=3080 2135 945 is_linear=0 shrinkage=0.000348413 Tree=2268 num_leaves=4 num_cat=0 split_feature=155 128 13 split_gain=14.4373 15.0271 1.06859 threshold=0.083985000000000018 1.0000000180025095e-35 -0.071839999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028665830339626977 -0.00069862446367095158 -0.0019959638198851419 -0.0022659981860398163 leaf_weight=242.86012738221325 2.0303097548894575 10.71912336652167 9.2413231912069005 leaf_count=2662 44 229 160 internal_value=0 0.000189331 -0.00199332 internal_weight=0 253.579 11.2716 internal_count=3095 2891 204 is_linear=0 shrinkage=0.00189603 Tree=2269 num_leaves=4 num_cat=0 split_feature=1456 403 12 split_gain=11.9885 10.9026 3.84416 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00090847057997200888 0.0012371125392491476 0.00025660267086269486 -0.002191579407590143 leaf_weight=26.310215794946998 1.013519147876649 228.86535315169021 8.5003509430680406 leaf_count=685 9 2143 247 internal_value=0 0.00013613 -0.00181618 internal_weight=0 255.176 9.51387 internal_count=3084 2828 256 is_linear=0 shrinkage=0.00171729 Tree=2270 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=15.5141 14.7582 14.423 threshold=0.10100500000000003 -0.10643499999999999 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.6681923949634094e-05 -0.00031282279773740113 -0.00015094023926785085 0.00012404365287986904 leaf_weight=53.878915990237147 9.5616507297381741 111.36970512010157 100.07620030082762 leaf_count=300 111 2026 661 internal_value=0 -7.99879e-05 8.56637e-05 internal_weight=0 165.249 109.638 internal_count=3098 2326 772 is_linear=0 shrinkage=0.000341582 Tree=2271 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=11.6913 17.698 threshold=-0.52342999999999995 0.28122000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055055389152249543 -4.1365853745533241e-05 0.00021097347260312811 leaf_weight=4.7205366464331737 226.01808101730421 39.544998220168054 leaf_count=50 2728 323 internal_value=0 -3.71693e-06 internal_weight=0 265.563 internal_count=3101 3051 is_linear=0 shrinkage=0.000348413 Tree=2272 num_leaves=4 num_cat=0 split_feature=1429 160 43 split_gain=12.5395 11.7588 0.658161 threshold=-1.0000000180025095e-35 -0.40187499999999993 -0.073684999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010000286885690113 -0.0018554495323828244 0.00021904164354818035 -0.002196492409615395 leaf_weight=2.0593652471434325 8.2146560803521407 250.26144973421469 6.6494439495727402 leaf_count=57 225 2717 96 internal_value=0 0.000152337 -0.00192985 internal_weight=0 258.476 8.70881 internal_count=3095 2942 153 is_linear=0 shrinkage=0.00171729 Tree=2273 num_leaves=4 num_cat=0 split_feature=376 3 3 split_gain=12.8508 13.2417 3.13897 threshold=0.048375000000000008 -0.10075499999999998 -0.010514999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2986167924752493e-05 0.00031316443845119088 -6.4705884450069916e-05 9.3416112505794694e-05 leaf_weight=70.92632229719311 13.395404681563379 180.33079181332141 11.782575242221354 leaf_count=445 77 2468 83 internal_value=0 -2.01701e-05 0.000211197 internal_weight=0 251.257 25.178 internal_count=3073 2913 160 is_linear=0 shrinkage=0.000309381 Tree=2274 num_leaves=4 num_cat=0 split_feature=52 1 48 split_gain=15.1778 13.4395 4.90925 threshold=-0.27269499999999997 1.0000000180025095e-35 0.10327000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017540151156840717 -0.00052408005196690876 0.00027339669103405861 0.00043599613366506856 leaf_weight=14.867088348837571 67.945379761280492 176.67961768945679 2.7831345917657009 leaf_count=321 1405 1340 28 internal_value=0 5.17565e-05 -0.00140812 internal_weight=0 244.625 17.6502 internal_count=3094 2745 349 is_linear=0 shrinkage=0.00152491 Tree=2275 num_leaves=4 num_cat=0 split_feature=9 1429 1 split_gain=12.2442 11.3895 0.021984 threshold=-0.016839999999999997 -1.0000000180025095e-35 0.10022000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025756783002672955 -0.0024534031752355134 -1.070153664288405e-05 0.0020205541965696997 leaf_weight=2.9698576778173429 7.5418940326198927 251.42261136486195 6.1363387405872345 leaf_count=11 143 2870 87 internal_value=0 -8.28706e-05 0.00223069 internal_weight=0 258.965 9.1062 internal_count=3111 3013 98 is_linear=0 shrinkage=0.00197263 Tree=2276 num_leaves=4 num_cat=0 split_feature=457 133 49 split_gain=13.5811 13.323 7.89974 threshold=-0.0024349999999999997 -0.39935999999999994 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036344855106538299 -0.00043556761653516774 4.2236477063042872e-05 6.2118458509041719e-05 leaf_weight=17.096562746446583 6.8910401880275449 246.34968425356783 7.1850892314687362 leaf_count=196 167 2670 56 internal_value=0 2.9048e-05 -0.000237814 internal_weight=0 253.241 24.2817 internal_count=3089 2837 252 is_linear=0 shrinkage=0.000341582 Tree=2277 num_leaves=4 num_cat=0 split_feature=484 15 123 split_gain=13.7321 12.3785 9.61314 threshold=-1.0000000180025095e-35 -0.24269999999999997 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033423727963134518 0.00025880349871805475 -4.9668861147191954e-06 0.00036199091383120257 leaf_weight=21.210678862873468 23.704425614327192 231.78582395496778 2.6210655830800524 leaf_count=504 245 2389 15 internal_value=0 1.96084e-05 -0.00025633 internal_weight=0 255.49 23.8317 internal_count=3153 2634 519 is_linear=0 shrinkage=0.000348413 Tree=2278 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=11.4437 19.0581 17.0042 threshold=0.076845000000000011 -0.059114999999999994 0.26760500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012349786530870496 0.00042561219707024637 0.00053321257765000468 -0.001352547343530605 leaf_weight=47.409068505978212 172.61062472779304 30.757690584287047 18.13448220025748 leaf_count=1442 1289 165 215 internal_value=0 -0.000539449 0.000255865 internal_weight=0 78.1668 190.745 internal_count=3111 1607 1504 is_linear=0 shrinkage=0.00175164 Tree=2279 num_leaves=4 num_cat=0 split_feature=2 14 1 split_gain=11.543 11.815 1.71417 threshold=0.14808000000000002 0.077685000000000018 0.12485500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.1170658442574624e-06 7.9278096386889974e-05 -0.00042278431970326223 0.00030890975763945129 leaf_weight=248.86508910218254 4.4936775136739042 6.9242899296805254 12.41964704915881 leaf_count=2827 35 96 106 internal_value=0 -1.95223e-05 0.000248822 internal_weight=0 255.789 16.9133 internal_count=3064 2923 141 is_linear=0 shrinkage=0.000315569 Tree=2280 num_leaves=4 num_cat=0 split_feature=43 13 15 split_gain=11.3968 12.3661 2.09681 threshold=0.25537500000000007 -0.10462499999999998 -0.24211499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00090790953705134549 0.00031947708801336079 -8.8565043173509747e-05 -0.0022011492881721518 leaf_weight=42.653480793349445 1.0383355543017385 202.1675641220063 7.4078527679666859 leaf_count=275 8 2610 166 internal_value=0 8.53795e-05 -0.00189115 internal_weight=0 244.821 8.44619 internal_count=3059 2885 174 is_linear=0 shrinkage=0.00168362 Tree=2281 num_leaves=4 num_cat=0 split_feature=128 160 52 split_gain=13.2743 10.9721 2.03183 threshold=0.085185000000000025 -0.40187499999999993 -0.14956499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018755764664378522 -0.00034647391048451908 0.00018155377828881007 -0.0022810314417024899 leaf_weight=8.1092945593409222 2.1341583116445682 246.1478050344158 8.2777269729413074 leaf_count=218 39 2632 180 internal_value=0 0.000115147 -0.0018924 internal_weight=0 254.257 10.4119 internal_count=3069 2850 219 is_linear=0 shrinkage=0.00175164 Tree=2282 num_leaves=4 num_cat=0 split_feature=4 402 1 split_gain=12.9706 12.8328 0.657143 threshold=0.50673000000000001 0.086255000000000012 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1162249965765475e-06 0.0001761881404956606 -0.00028432533068639503 0.00032989886799907362 leaf_weight=247.18354112235829 4.3575152009725562 16.265696938382462 10.637140311300753 leaf_count=2625 24 321 152 internal_value=0 -1.38058e-05 0.000286867 internal_weight=0 263.449 14.9947 internal_count=3122 2946 176 is_linear=0 shrinkage=0.000315569 Tree=2283 num_leaves=4 num_cat=0 split_feature=15 4 11 split_gain=12.1543 14.2037 12.209 threshold=0.082805000000000004 0.15164000000000002 0.088315000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.6606087276733922e-05 -0.00026066365215237145 0.00031848144476871027 -0.00027120358825693505 leaf_weight=222.94945274875499 33.452026748796925 5.9721565935760728 14.590482156723736 leaf_count=1897 1064 37 105 internal_value=0 -0.000172279 3.63527e-05 internal_weight=0 39.4242 237.54 internal_count=3103 1101 2002 is_linear=0 shrinkage=0.000348413 Tree=2284 num_leaves=4 num_cat=0 split_feature=2 12 11 split_gain=12.6763 13.3765 12.3552 threshold=0.092120000000000021 0.084045000000000022 0.088160000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5106562075189672e-05 9.2116769925535839e-05 -0.00019466091456352613 -0.00033351752774458536 leaf_weight=66.686845904681832 132.78854571352713 62.542931195814162 8.3552477005869132 leaf_count=507 1124 1356 76 internal_value=0 -8.13301e-05 6.66762e-05 internal_weight=0 129.23 141.144 internal_count=3063 1863 1200 is_linear=0 shrinkage=0.000341582 Tree=2285 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=14.6322 16.2603 9.22181 threshold=0.10100500000000003 -0.23098999999999997 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001822297455242917 -0.001195078645013975 -0.00040448968722020491 0.00057539911779449105 leaf_weight=7.9221575893461695 7.2688705138862124 150.48939446359873 94.786578657105565 leaf_count=34 108 2291 665 internal_value=0 -0.00029192 0.000448126 internal_weight=0 158.412 102.055 internal_count=3098 2325 773 is_linear=0 shrinkage=0.00152491 Tree=2286 num_leaves=4 num_cat=0 split_feature=453 1456 16 split_gain=11.8241 12.2381 6.79324 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.5064249999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00158235573552766 -0.0033262673279754276 0.00023075632813072242 -0.00046504967761049591 leaf_weight=10.476354646030812 4.0064228028059006 241.34232924785465 5.1079367818310839 leaf_count=278 19 2676 57 internal_value=0 0.000154656 -0.00174787 internal_weight=0 251.819 9.11436 internal_count=3030 2954 76 is_linear=0 shrinkage=0.00165061 Tree=2287 num_leaves=4 num_cat=0 split_feature=52 52 12 split_gain=11.774 13.9197 1.32877 threshold=-0.41845999999999994 -0.048794999999999991 -0.063329999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010628387263398356 0.00065734509873817122 -0.00021361543541430239 -0.0018588887489969714 leaf_weight=1.153613097965718 85.603368810378015 163.96784241998103 10.993481303565201 leaf_count=8 628 2145 286 internal_value=0 8.52864e-05 -0.00167299 internal_weight=0 249.571 12.1471 internal_count=3067 2773 294 is_linear=0 shrinkage=0.00175164 Tree=2288 num_leaves=4 num_cat=0 split_feature=2 1429 4 split_gain=14.0746 17.6996 13.0658 threshold=0.092120000000000021 0.084710000000000021 -0.49977499999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013551694071199942 -0.00032389855415200465 0.00022698742725831567 7.3124216767851878e-05 leaf_weight=116.81546649546362 8.6833839118480665 15.048598528373985 134.58115031081252 leaf_count=1781 85 116 1143 internal_value=0 -9.39897e-05 4.88262e-05 internal_weight=0 131.864 143.265 internal_count=3125 1897 1228 is_linear=0 shrinkage=0.000315569 Tree=2289 num_leaves=4 num_cat=0 split_feature=43 52 15 split_gain=12.5621 13.0199 2.42637 threshold=0.25537500000000007 0.17160000000000003 -0.24211499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001631872964085807 0.00043626525319678485 -0.0014603659682961543 -0.0025803023274028787 leaf_weight=224.97041198750958 1.0967511311173428 20.014147686306387 8.3557702368125302 leaf_count=2557 10 348 182 internal_value=0 2.99437e-05 -0.00222929 internal_weight=0 244.985 9.45252 internal_count=3097 2905 192 is_linear=0 shrinkage=0.00193395 Tree=2290 num_leaves=4 num_cat=0 split_feature=12 132 13 split_gain=11.3167 13.9913 11.016 threshold=0.023990000000000004 0.08018500000000002 -0.10939499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5545468350125277e-05 0.00011890833096875409 0.0003389196227380145 -0.00012331634822904786 leaf_weight=126.14265114162117 27.746259511914104 19.038787852972746 102.64474308979698 leaf_count=734 156 95 2092 internal_value=0 6.68702e-05 -7.17149e-05 internal_weight=0 145.181 130.391 internal_count=3077 829 2248 is_linear=0 shrinkage=0.000341582 Tree=2291 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=11.3293 19.7634 15.6547 threshold=0.086425000000000016 -0.020409999999999994 -0.23098999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018660636635605887 -0.0013075168588616293 0.0018276955806705486 3.1009704085671751e-05 leaf_weight=15.246935389004646 37.991993203293532 7.259154435247182 200.11927045509219 leaf_count=66 361 26 2647 internal_value=0 -0.000801299 0.000161825 internal_weight=0 45.2511 215.366 internal_count=3100 387 2713 is_linear=0 shrinkage=0.00175164 Tree=2292 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=12.4573 18.3844 7.70776 threshold=0.10437000000000002 -0.11550499999999998 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007901349888219674 0.00080967883529513708 -0.0005580018599922942 -0.00042041579725201868 leaf_weight=40.983203968964517 77.097391904331744 126.74005346396007 19.520765334367752 leaf_count=234 605 2139 91 internal_value=0 -0.000228277 0.000560951 internal_weight=0 167.723 96.6182 internal_count=3069 2373 696 is_linear=0 shrinkage=0.00175164 Tree=2293 num_leaves=4 num_cat=0 split_feature=1 42 453 split_gain=16.9327 17.9835 10.9566 threshold=0.10423500000000001 0.077855000000000021 0.091855000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.9094907436372747e-05 0.00076204138551062286 -0.0012098573090242803 -0.0020581476225499454 leaf_weight=107.58204942452721 87.537169241346419 58.604423506185412 4.9272403120994559 leaf_count=1101 669 1259 26 internal_value=0 -0.000382429 0.000609452 internal_weight=0 166.186 92.4644 internal_count=3055 2360 695 is_linear=0 shrinkage=0.00185885 Tree=2294 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=16.5709 14.6879 4.48813 threshold=0.12856000000000004 0.081135000000000013 -0.040424999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7668235131117538e-05 0.00035806270014185923 -0.0001183017920719555 0.00011328134950841575 leaf_weight=126.79073164844885 11.872245752252637 114.17500781826675 20.201429471373558 leaf_count=676 142 2192 123 internal_value=0 -3.62545e-05 0.000204819 internal_weight=0 240.966 32.0737 internal_count=3133 2868 265 is_linear=0 shrinkage=0.000315569 Tree=2295 num_leaves=4 num_cat=0 split_feature=457 51 151 split_gain=11.1967 10.7055 8.27175 threshold=-0.068264999999999978 -0.40548499999999993 0.082375000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020580502675389459 -0.0021936385749847806 0.00013969732081990093 0.00049786670939700134 leaf_weight=13.941875914111735 6.3383861852344117 233.40041602239944 5.6209670277312389 leaf_count=196 107 2757 37 internal_value=0 7.70117e-05 -0.00132501 internal_weight=0 239.739 19.5628 internal_count=3097 2864 233 is_linear=0 shrinkage=0.00178667 Tree=2296 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=11.2506 17.9599 threshold=-0.52342999999999995 0.29587000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0028517932369678052 -0.0002070168704527841 0.0011005657503243154 leaf_weight=4.2472902573645106 218.1030027451925 37.702794129960239 leaf_count=45 2735 328 internal_value=0 -1.38972e-05 internal_weight=0 255.806 internal_count=3108 3063 is_linear=0 shrinkage=0.00175164 Tree=2297 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=15.1008 18.0169 5.06058 threshold=0.12263000000000002 0.084050000000000014 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5596253444663038e-06 0.00028116528720200404 -0.00027284387079583436 5.37598817564682e-05 leaf_weight=199.04158587870188 23.326729642227292 29.519932613242418 19.297506214119494 leaf_count=1749 172 1005 142 internal_value=0 -3.39973e-05 0.000178621 internal_weight=0 228.562 42.6242 internal_count=3068 2754 314 is_linear=0 shrinkage=0.000328318 Tree=2298 num_leaves=4 num_cat=0 split_feature=4 147 13 split_gain=11.7178 12.3341 0.0515017 threshold=0.51074000000000008 0.085900000000000018 -0.093994999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035113362738346517 0.0016051342483818685 0.0011582064768994695 0.0022051233910377111 leaf_weight=221.72788115823641 2.4881770387291908 26.457898151129484 7.7955050040036422 leaf_count=2790 51 155 96 internal_value=0 -0.00018978 0.00207881 internal_weight=0 248.186 10.2837 internal_count=3092 2945 147 is_linear=0 shrinkage=0.00209337 Tree=2299 num_leaves=4 num_cat=0 split_feature=1 44 15 split_gain=12.8722 15.7114 3.35161 threshold=0.13594500000000004 1.0000000180025095e-35 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0929019326352698e-05 0.00026126419701503204 -0.00044653197419216028 -1.079452465995755e-06 leaf_weight=239.38562078890391 16.76770632900298 7.4950222335755816 5.4824501760303965 leaf_count=2848 168 54 27 internal_value=0 -3.40464e-05 0.000196941 internal_weight=0 246.881 22.2502 internal_count=3097 2902 195 is_linear=0 shrinkage=0.000291537 Tree=2300 num_leaves=4 num_cat=0 split_feature=2 376 1 split_gain=12.479 11.1767 4.44271 threshold=0.14744000000000002 0.048375000000000008 0.10954500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7621286377351598e-05 -6.2800217806182454e-05 0.00017741845867412691 0.00031859322832381243 leaf_weight=231.08788482053205 3.9941596863791373 22.942556569352746 14.537599019706247 leaf_count=2815 30 143 119 internal_value=0 -3.6325e-05 0.000236508 internal_weight=0 254.03 18.5318 internal_count=3107 2958 149 is_linear=0 shrinkage=0.00032188 Tree=2301 num_leaves=4 num_cat=0 split_feature=2 41 49 split_gain=12.6921 13.492 0.101373 threshold=0.153865 0.083270000000000011 0.090115000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8177634576562374e-05 0.00036583676484557595 -0.00032768149759179082 0.00027679404085529746 leaf_weight=251.57247265311889 9.3388951476663333 14.367764346301554 4.6347148157656184 leaf_count=2856 85 115 27 internal_value=0 -6.37892e-07 0.000338738 internal_weight=0 265.94 13.9736 internal_count=3083 2971 112 is_linear=0 shrinkage=0.000348413 Tree=2302 num_leaves=3 num_cat=0 split_feature=1365 1 split_gain=11.9732 12.0734 threshold=0.08617000000000001 0.10100500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.1479011673414664e-05 -0.00045422402540066441 9.6659294816944319e-05 leaf_weight=165.98342634248547 4.705684892833232 106.74501927569509 leaf_count=2312 37 777 internal_value=0 1.8693e-05 internal_weight=0 272.728 internal_count=3126 3089 is_linear=0 shrinkage=0.000297367 Tree=2303 num_leaves=4 num_cat=0 split_feature=376 1456 0 split_gain=11.7155 11.619 2.84076 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.091829999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.8829322220698962e-06 6.7488196269517147e-05 -0.00037815408510136211 0.00030871673160733201 leaf_weight=235.26146443979815 8.4794853776693362 9.5732860346324724 15.740093474276362 leaf_count=2641 66 257 96 internal_value=0 -1.86835e-05 0.00022496 internal_weight=0 244.835 24.2196 internal_count=3060 2898 162 is_linear=0 shrinkage=0.000334884 Tree=2304 num_leaves=4 num_cat=0 split_feature=42 156 1456 split_gain=12.6367 13.2892 12.4437 threshold=-1.0000000180025095e-35 0.050840000000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011839287801765693 0.00017210140846662399 0.00083411695824762457 -0.0016345246977806341 leaf_weight=32.461189311696216 206.30183853651397 8.4088860475458187 8.0728188233915699 leaf_count=762 1988 70 238 internal_value=0 -0.000767578 0.000103251 internal_weight=0 40.8701 214.375 internal_count=3058 832 2226 is_linear=0 shrinkage=0.00143696 Tree=2305 num_leaves=4 num_cat=0 split_feature=484 1373 123 split_gain=12.4162 11.8428 7.90477 threshold=-0.0048899999999999994 0.099250000000000019 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030216076968212537 4.3045808202486373e-05 -0.00053256917682586167 0.00034655973831775348 leaf_weight=20.867231898941103 245.25748130306602 4.305420557036995 2.4642274864017955 leaf_count=479 2566 27 15 internal_value=0 3.2881e-05 -0.000232316 internal_weight=0 249.563 23.3315 internal_count=3087 2593 494 is_linear=0 shrinkage=0.000348413 Tree=2306 num_leaves=4 num_cat=0 split_feature=376 3 4 split_gain=10.2711 12.308 2.61316 threshold=0.048375000000000008 -0.10075499999999998 -0.00052499999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051864734520401838 0.0014117387361651042 -0.00032199387896772333 0.00027001662799045991 leaf_weight=60.975493472069502 15.090616246685387 179.92509247839916 8.1143186399713141 leaf_count=421 87 2511 74 internal_value=0 -0.000109073 0.00101571 internal_weight=0 240.901 23.2049 internal_count=3093 2932 161 is_linear=0 shrinkage=0.00161824 Tree=2307 num_leaves=4 num_cat=0 split_feature=1456 15 12 split_gain=12.2567 11.0902 4.69391 threshold=1.0000000180025095e-35 -0.24269999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023097657268280673 0.00025195815494003779 2.602841726005165e-06 -0.00039122720092803545 leaf_weight=22.076831080019474 1.1507339719682921 246.07493745279498 9.2905189797747862 leaf_count=231 8 2601 264 internal_value=0 2.14933e-05 -0.00031842 internal_weight=0 268.152 10.4413 internal_count=3104 2832 272 is_linear=0 shrinkage=0.000309381 Tree=2308 num_leaves=4 num_cat=0 split_feature=484 1 123 split_gain=11.8135 12.2515 7.40115 threshold=-0.0048899999999999994 0.12856000000000004 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031133692449052434 -4.7462195309356587e-06 0.00023455930735227144 0.00035736815863539697 leaf_weight=19.613964963704351 224.79348388267681 29.249612583778799 2.1434672065079203 leaf_count=456 2402 244 11 internal_value=0 2.28978e-05 -0.000243966 internal_weight=0 254.043 21.7574 internal_count=3113 2646 467 is_linear=0 shrinkage=0.000348413 Tree=2309 num_leaves=4 num_cat=0 split_feature=2 1429 150 split_gain=11.6117 16.3545 11.559 threshold=0.092120000000000021 0.084545000000000009 0.082085000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011315519821147264 2.8583562867252648e-05 0.00029317535955482776 0.00027538985551236046 leaf_weight=118.49187221913598 111.43346629361622 15.879509210120885 35.517795102670789 leaf_count=1754 1032 120 194 internal_value=0 -6.49325e-05 8.84004e-05 internal_weight=0 134.371 146.951 internal_count=3100 1874 1226 is_linear=0 shrinkage=0.000377134 Tree=2310 num_leaves=4 num_cat=0 split_feature=1 42 155 split_gain=14.757 16.6973 9.68929 threshold=0.10100500000000003 0.087005000000000013 0.091145000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2324774122526746e-06 0.00011294757063834098 -0.00023704178259774272 -0.00031440146879506371 leaf_weight=127.14089924632572 103.7202705014497 39.425163429463282 5.4603610001504412 leaf_count=1470 701 839 83 internal_value=0 -5.79323e-05 9.12747e-05 internal_weight=0 166.566 109.181 internal_count=3093 2309 784 is_linear=0 shrinkage=0.000315569 Tree=2311 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=14.4559 31.9406 23.144 threshold=0.085880000000000026 -0.060024999999999995 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016991325362201307 0.00055953522836810221 0.00065262397747747891 -0.0011689585954059469 leaf_weight=56.249846606631763 125.93652765080333 34.94304515607655 37.509983728639781 leaf_count=1542 1055 199 283 internal_value=0 -0.000798298 0.000162328 internal_weight=0 91.1929 163.447 internal_count=3079 1741 1338 is_linear=0 shrinkage=0.00193395 Tree=2312 num_leaves=4 num_cat=0 split_feature=51 0 43 split_gain=13.614 13.5274 0.407825 threshold=-0.39874999999999999 -0.074479999999999977 -0.085894999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0030747224906847808 -0.0002398713647853894 0.00061654875249555802 -0.0019954278565955316 leaf_weight=2.318253914359957 162.8310697528068 92.07301672687754 5.0490312376059583 leaf_count=25 2194 815 84 internal_value=0 6.9608e-05 -0.00237599 internal_weight=0 254.904 7.36729 internal_count=3118 3009 109 is_linear=0 shrinkage=0.00178667 Tree=2313 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=16.5614 14.3422 11.6739 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6256515509669777e-05 0.0001530948217781384 -0.00012630437712728805 -7.2185516037617301e-05 leaf_weight=37.484788361936808 75.523189823143184 123.83253842685372 32.778315969742835 leaf_count=210 574 2126 202 internal_value=0 -7.45577e-05 8.49078e-05 internal_weight=0 161.317 108.302 internal_count=3112 2336 776 is_linear=0 shrinkage=0.000315569 Tree=2314 num_leaves=4 num_cat=0 split_feature=14 0 51 split_gain=13.8238 12.6821 0.364299 threshold=0.077685000000000018 -0.10726999999999999 -0.042309999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011913045969716843 -0.00054728291748110916 -3.5922700372446513e-05 -0.0003627926083804412 leaf_weight=97.011368261650205 2.9474471723660827 167.93943712837063 4.7480733562260857 leaf_count=485 31 2534 72 internal_value=0 2.08761e-05 -0.000440289 internal_weight=0 264.951 7.69552 internal_count=3122 3019 103 is_linear=0 shrinkage=0.000341582 Tree=2315 num_leaves=4 num_cat=0 split_feature=1 47 133 split_gain=12.9225 12.934 10.9961 threshold=0.10100500000000003 0.086785000000000015 0.10681500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016696145433887965 0.00084234957185044389 -0.00045905648452143047 -0.0018470307278326344 leaf_weight=145.59317017230205 71.929350326769054 29.172291952185333 11.339677910320459 leaf_count=1955 568 195 387 internal_value=0 0.000466744 -0.00028959 internal_weight=0 101.102 156.933 internal_count=3105 763 2342 is_linear=0 shrinkage=0.00165061 Tree=2316 num_leaves=4 num_cat=0 split_feature=2 0 156 split_gain=11.1506 17.4024 10.6199 threshold=0.089985000000000023 -0.073194999999999982 0.11896500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015678259627105947 7.8291666612357585e-05 0.00010632768151048689 -0.00040410126043669519 leaf_weight=77.221949992934242 151.65962708578445 39.175661194138229 4.7704258505254975 leaf_count=1413 1325 313 81 internal_value=0 -6.82111e-05 6.33023e-05 internal_weight=0 116.398 156.43 internal_count=3132 1726 1406 is_linear=0 shrinkage=0.00032188 Tree=2317 num_leaves=4 num_cat=0 split_feature=156 1 52 split_gain=11.3676 11.943 0.577655 threshold=0.11896500000000002 0.10100500000000003 -0.49515499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022830533557679079 -0.0018691842481975724 0.00057360267003420009 -0.003221845927248757 leaf_weight=154.6698723701993 3.1217170730233192 102.43929816782475 2.4459412964060894 leaf_count=2264 69 729 23 internal_value=0 9.13073e-05 -0.00251523 internal_weight=0 257.109 5.56766 internal_count=3085 2993 92 is_linear=0 shrinkage=0.00182241 Tree=2318 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=12.8176 9.74507 threshold=-1.0000000180025095e-35 0.14808000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0018363369570767428 -0.0002016357264883522 0.0011168657512962096 leaf_weight=8.9951349701732379 232.31197853316553 15.558225750923155 leaf_count=92 2828 131 internal_value=0 -0.00011841 internal_weight=0 247.87 internal_count=3051 2959 is_linear=0 shrinkage=0.00161824 Tree=2319 num_leaves=4 num_cat=0 split_feature=4 11 47 split_gain=17.1415 13.3382 9.8188 threshold=0.27150500000000005 0.080455000000000013 0.11939500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8036517200283849e-05 0.00023295368768019815 -0.00038561068621526548 -0.00029477335514546633 leaf_weight=199.1398641935084 41.162066480144858 12.854217731393872 4.4732312783598891 leaf_count=2527 345 143 19 internal_value=0 -4.99101e-05 0.00018063 internal_weight=0 211.994 45.6353 internal_count=3034 2670 364 is_linear=0 shrinkage=0.000341582 Tree=2320 num_leaves=4 num_cat=0 split_feature=484 151 150 split_gain=11.695 11.0936 6.80995 threshold=-0.0048899999999999994 -0.52054499999999992 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017056994480440463 -0.0025923313253754915 0.00026199295653630899 0.0011330963789470433 leaf_weight=18.376082573784519 4.8893405357375732 231.54226309456863 3.5537845361977807 leaf_count=474 52 2553 20 internal_value=0 0.000201767 -0.00124225 internal_weight=0 236.432 21.9299 internal_count=3099 2605 494 is_linear=0 shrinkage=0.00189603 Tree=2321 num_leaves=4 num_cat=0 split_feature=52 15 484 split_gain=15.8556 14.6929 3.36543 threshold=-0.32783999999999996 0.082805000000000004 0.099295000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0023737561363765067 0.00033394715447000945 -0.0011001876428719211 0.00064912788146995822 leaf_weight=13.558791454881428 198.96866428968497 35.336625141091645 1.7021942692808796 leaf_count=301 1658 1076 30 internal_value=0 0.000117237 -0.00203431 internal_weight=0 234.305 15.261 internal_count=3065 2734 331 is_linear=0 shrinkage=0.00205233 Tree=2322 num_leaves=4 num_cat=0 split_feature=1456 1 13 split_gain=14.5704 11.573 0.0702006 threshold=-1.0000000180025095e-35 0.12263000000000002 -0.14707499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023564234829789751 -1.2259374997785624e-05 0.00019546346057986106 -0.00040036355991991272 leaf_weight=0.92739592120051284 224.52334673726 39.778732928447425 10.470563595881684 leaf_count=11 2490 315 282 internal_value=0 1.90734e-05 -0.000389384 internal_weight=0 264.302 11.398 internal_count=3098 2805 293 is_linear=0 shrinkage=0.000355382 Tree=2323 num_leaves=3 num_cat=0 split_feature=1212 472 split_gain=10.9266 11.1261 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035982651858573647 -0.00036892916852486354 3.1452481303711651e-05 leaf_weight=7.974285597447305 7.2892701695673159 253.27985731256194 leaf_count=223 160 2689 internal_value=0 2.00984e-05 internal_weight=0 260.569 internal_count=3072 2849 is_linear=0 shrinkage=0.00032188 Tree=2324 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=16.044 15.7366 6.83953 threshold=0.10423500000000001 -0.11550499999999998 0.14832500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013534688111090071 7.4465242784804779e-05 -0.00012647164635017145 0.00034764165622527875 leaf_weight=37.174120839685202 89.769031659699976 130.4041441231966 13.19814628921449 leaf_count=222 598 2144 116 internal_value=0 -6.83405e-05 0.00010982 internal_weight=0 167.578 102.967 internal_count=3080 2366 714 is_linear=0 shrinkage=0.000355382 Tree=2325 num_leaves=4 num_cat=0 split_feature=376 4 4 split_gain=11.7217 13.1425 4.26002 threshold=0.048375000000000008 -0.49977499999999991 -0.00052499999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017886608165588972 0.0016132933475975443 -7.5695345193779105e-05 0.00012075172991439063 leaf_weight=12.798493158072231 14.333080712705852 222.97191042464692 8.1796715240925533 leaf_count=128 85 2825 79 internal_value=0 -0.000169486 0.00107428 internal_weight=0 235.77 22.5128 internal_count=3117 2953 164 is_linear=0 shrinkage=0.00165061 Tree=2326 num_leaves=4 num_cat=0 split_feature=1 123 13 split_gain=11.1877 12.8862 6.35511 threshold=0.12856000000000004 1.0000000180025095e-35 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040160970057419928 0.0024285079106007349 0.0011283046302921226 0.00041490501915012021 leaf_weight=207.63441335735843 10.575791959650816 27.187012191861868 19.388211061246693 leaf_count=2687 140 191 125 internal_value=0 -0.000224027 0.001132 internal_weight=0 234.821 29.964 internal_count=3143 2878 265 is_linear=0 shrinkage=0.00209337 Tree=2327 num_leaves=4 num_cat=0 split_feature=158 1 15 split_gain=10.9411 10.1608 0.289298 threshold=0.10858500000000001 0.11584000000000001 -0.080534999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0879031626845333e-05 -0.0013647877010815903 0.00083669681136335633 -0.002221064958403878 leaf_weight=200.58653198764659 2.5734827760607004 49.184884742833674 5.2648330095689735 leaf_count=2497 41 408 112 internal_value=0 0.000124199 -0.00196311 internal_weight=0 249.771 7.83832 internal_count=3058 2905 153 is_linear=0 shrinkage=0.00175164 Tree=2328 num_leaves=4 num_cat=0 split_feature=3 15 47 split_gain=11.4889 12.3396 6.24487 threshold=0.17769000000000004 0.084050000000000014 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6680224798508062e-05 0.00037535722229344373 -0.00020195305861621797 -6.8877091397062226e-05 leaf_weight=207.73219942487776 14.06242424529046 35.113711428130046 4.9507706612348548 leaf_count=1876 121 1047 24 internal_value=0 -1.5011e-05 0.000259959 internal_weight=0 242.846 19.0132 internal_count=3068 2923 145 is_linear=0 shrinkage=0.000341582 Tree=2329 num_leaves=4 num_cat=0 split_feature=1213 52 475 split_gain=12.3281 12.693 11.6723 threshold=-1.0000000180025095e-35 -0.42985499999999993 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058834564506340264 -0.00032708609086193579 3.5143163608873904e-05 -0.0003851764669565092 leaf_weight=1.4944056272506703 11.733657444594426 239.4414882636629 14.461608329787849 leaf_count=2 282 2330 475 internal_value=0 1.80834e-05 -0.000290534 internal_weight=0 251.175 15.956 internal_count=3089 2612 477 is_linear=0 shrinkage=0.000341582 Tree=2330 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=15.5509 17.4171 14.3817 threshold=0.10100500000000003 0.12955000000000003 -0.28763999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010011081749261611 -0.00032516613260635883 0.00035467715236641399 0.00013148185454519884 leaf_weight=150.36761869024485 8.6265345234423858 10.402811679989098 102.37222371157259 leaf_count=2255 115 28 686 internal_value=0 -7.04569e-05 9.57005e-05 internal_weight=0 160.77 110.999 internal_count=3084 2283 801 is_linear=0 shrinkage=0.000341582 Tree=2331 num_leaves=3 num_cat=0 split_feature=1373 1212 split_gain=10.3176 10.4212 threshold=0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0022830037509254178 -0.0029100874059397701 0.00012784456399636838 leaf_weight=7.6766905745025715 4.9293403066694728 248.6825191131793 leaf_count=229 28 2855 internal_value=0 5.46864e-05 internal_weight=0 256.359 internal_count=3112 3084 is_linear=0 shrinkage=0.00205233 Tree=2332 num_leaves=4 num_cat=0 split_feature=160 158 12 split_gain=11.3925 11.9085 0.190389 threshold=-0.25833999999999996 0.11034000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00085489796611682995 0.00015272509418162017 -0.0020851018371879017 -0.0018800837612659186 leaf_weight=0.83714195340871711 247.79541464196518 6.8171415792312464 8.4177922117523831 leaf_count=6 2699 112 253 internal_value=0 9.1918e-05 -0.00179868 internal_weight=0 254.613 9.25493 internal_count=3070 2811 259 is_linear=0 shrinkage=0.00168362 Tree=2333 num_leaves=4 num_cat=0 split_feature=52 128 1447 split_gain=13.8349 11.8224 9.76458 threshold=0.18767000000000003 0.081680000000000016 -0.085354999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3267721782166658e-05 0.00040058584649753891 -0.00030166246280768867 -0.00033866746444341945 leaf_weight=243.52070835279301 2.0831374111585346 10.443649826105682 16.517239097738639 leaf_count=2518 22 216 335 internal_value=0 3.85456e-05 -0.000253974 internal_weight=0 253.964 18.6004 internal_count=3091 2734 357 is_linear=0 shrinkage=0.000328318 Tree=2334 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=11.6698 13.1575 threshold=-0.42985499999999993 -0.074479999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018105352969435818 -0.00025464322239015125 0.00054340717380007642 leaf_weight=9.9024424622766656 156.9568673215108 93.26101249596104 leaf_count=274 2079 765 internal_value=0 4.29155e-05 internal_weight=0 250.218 internal_count=3118 2844 is_linear=0 shrinkage=0.00168362 Tree=2335 num_leaves=3 num_cat=0 split_feature=52 160 split_gain=13.8403 12.6841 threshold=-0.42985499999999993 -0.40187499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033287668919390422 -0.00033397175422731143 3.3634380456265203e-05 leaf_weight=10.938093482749535 9.2034158897586149 252.89842803194188 leaf_count=279 245 2598 internal_value=0 2.05892e-05 internal_weight=0 262.102 internal_count=3122 2843 is_linear=0 shrinkage=0.000309381 Tree=2336 num_leaves=3 num_cat=0 split_feature=1212 156 split_gain=11.6397 10.6073 threshold=-1.0000000180025095e-35 0.11896500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038742415770284962 4.127174267618725e-05 -0.00041633473796834933 leaf_weight=8.221613815519957 264.25210162019357 6.1840967037715009 leaf_count=242 2777 95 internal_value=0 3.06396e-05 internal_weight=0 270.436 internal_count=3114 2872 is_linear=0 shrinkage=0.000348413 Tree=2337 num_leaves=4 num_cat=0 split_feature=43 13 3 split_gain=10.4877 16.2587 13.8254 threshold=-0.07440999999999999 0.25642500000000007 0.15360000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00076368112029379532 -0.00040653518039514557 -0.001632774277033424 0.0011245401335328122 leaf_weight=84.870729990070686 143.21577760297805 9.5697969291359168 20.601346224546432 leaf_count=1121 1713 90 153 internal_value=0 0.000519199 -0.000213353 internal_weight=0 94.4405 163.817 internal_count=3077 1211 1866 is_linear=0 shrinkage=0.00175164 Tree=2338 num_leaves=4 num_cat=0 split_feature=51 14 1 split_gain=12.0979 11.0146 0.123423 threshold=-0.40548499999999993 0.077685000000000018 0.13842500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021965433552901177 0.00024570147071343353 -0.0023074113011044995 -0.0030777718600922726 leaf_weight=4.5067852481733999 249.36636311828624 6.922524736262857 2.230602003633976 leaf_count=101 2883 91 14 internal_value=0 0.000175763 -0.00253384 internal_weight=0 256.289 6.73739 internal_count=3089 2974 115 is_linear=0 shrinkage=0.00201208 Tree=2339 num_leaves=4 num_cat=0 split_feature=12 42 15 split_gain=11.0913 13.3223 12.3217 threshold=0.085945000000000008 -1.0000000180025095e-35 0.084580000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.9100447577702248e-05 -0.0003327955944739328 -2.4590171477828942e-05 -0.00028119840074876357 leaf_weight=160.3313323399052 18.386870293412358 82.831461383029819 10.819410014199091 leaf_count=1128 643 1147 207 internal_value=0 -8.08833e-05 5.6155e-05 internal_weight=0 101.218 171.151 internal_count=3125 1790 1335 is_linear=0 shrinkage=0.000328318 Tree=2340 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=12.2083 15.8816 9.304 threshold=0.27150500000000005 0.080455000000000013 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6939572384787704e-05 0.00022896866537230071 -0.00043356858978967305 -0.00025400290597900441 leaf_weight=206.66462048818357 37.961802060715854 12.128616550005971 5.7110848948359481 leaf_count=2583 337 140 26 internal_value=0 -4.0245e-05 0.000165323 internal_weight=0 218.793 43.6729 internal_count=3086 2723 363 is_linear=0 shrinkage=0.000355382 Tree=2341 num_leaves=4 num_cat=0 split_feature=50 15 123 split_gain=13.0119 14.7773 8.68043 threshold=0.086500000000000007 -0.24269999999999997 0.088205000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027014301462698217 -0.00026970335623337623 -5.5977267689789366e-06 0.00026733698021534169 leaf_weight=20.223253316245973 24.255447288742292 218.32031218660995 3.1763479420915237 leaf_count=234 520 2284 22 internal_value=0 1.78948e-05 -0.000206685 internal_weight=0 238.544 27.4318 internal_count=3060 2518 542 is_linear=0 shrinkage=0.000309381 Tree=2342 num_leaves=4 num_cat=0 split_feature=14 484 15 split_gain=14.5661 11.6141 0.402646 threshold=0.077685000000000018 -0.0048899999999999994 -0.015169999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010109093690108598 -0.0026643990902677273 0.00016209936187195533 -0.0017477272577244869 leaf_weight=20.459293111925945 2.4366369023919106 227.46097609191202 4.577374144922941 leaf_count=445 25 2508 73 internal_value=0 6.48857e-05 -0.00210304 internal_weight=0 247.92 7.01401 internal_count=3051 2953 98 is_linear=0 shrinkage=0.00149501 Tree=2343 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=12.0761 13.1247 7.05091 threshold=-0.0048899999999999994 -0.10096999999999999 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003332865123012262 0.00013800559074118415 -3.7745852223589318e-05 0.00019352789488514437 leaf_weight=17.795040586497638 60.737511846236885 185.09890472958796 3.1569327656179658 leaf_count=463 375 2238 18 internal_value=0 5.71919e-06 -0.000253302 internal_weight=0 245.836 20.952 internal_count=3094 2613 481 is_linear=0 shrinkage=0.000328318 Tree=2344 num_leaves=4 num_cat=0 split_feature=3 124 0 split_gain=11.6379 11.5154 6.19621 threshold=0.17769000000000004 -0.048219999999999992 -0.14116499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010648902563315634 -0.00054793743755232865 -0.0002237053956551589 0.0022562390207780114 leaf_weight=30.832590051461011 3.9289875533431795 210.84847885905765 13.260110771283506 leaf_count=236 32 2709 110 internal_value=0 -5.88951e-05 0.00161588 internal_weight=0 241.681 17.1891 internal_count=3087 2945 142 is_linear=0 shrinkage=0.00197263 Tree=2345 num_leaves=3 num_cat=0 split_feature=1212 156 split_gain=10.5419 11.009 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0019511058106910677 -0.0020271038375819302 0.00021364214512561367 leaf_weight=7.3952661454677573 6.7992177347186944 253.69941530516371 leaf_count=227 150 2738 internal_value=0 0.000154311 internal_weight=0 260.499 internal_count=3115 2888 is_linear=0 shrinkage=0.00175164 Tree=2346 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=13.1635 19.9434 9.52344 threshold=0.10100500000000003 -0.12229499999999999 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019391990631217407 -0.00038864033810129511 -0.00012336493993531976 0.00013377442594080939 leaf_weight=34.252186289057136 4.8928518844768396 127.77875884715468 104.03540127072483 leaf_count=188 96 2129 690 internal_value=0 -5.62056e-05 0.000109934 internal_weight=0 162.031 108.928 internal_count=3103 2317 786 is_linear=0 shrinkage=0.000369739 Tree=2347 num_leaves=4 num_cat=0 split_feature=12 3 48 split_gain=10.5764 15.8295 12.707 threshold=0.085945000000000008 0.10812000000000001 0.14226500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030428466134397415 -0.0006545228752705527 0.0014959749344407845 -0.001793071098219898 leaf_weight=149.70284981548321 86.536522464826703 9.0498953405767661 7.2197347283363333 leaf_count=1239 1736 31 36 internal_value=0 -0.000449407 0.000206579 internal_weight=0 95.5864 156.923 internal_count=3042 1767 1275 is_linear=0 shrinkage=0.00155541 Tree=2348 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=11.5719 12.7114 threshold=-0.42985499999999993 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0020711447408702129 0.00060727305679831711 -0.00031952024357528646 leaf_weight=10.373750731116159 84.89297805679962 158.54979729664046 leaf_count=288 654 2164 internal_value=0 3.80024e-06 internal_weight=0 243.443 internal_count=3106 2818 is_linear=0 shrinkage=0.00193395 Tree=2349 num_leaves=4 num_cat=0 split_feature=15 1 474 split_gain=15.5385 11.672 11.1892 threshold=0.082805000000000004 0.12263000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040227691995345968 -0.00028198796843035938 0.00015081414263122783 3.7771476711329152e-05 leaf_weight=6.2945433002896598 32.639168713008985 8.3728866484016162 224.58479533204809 leaf_count=119 1096 37 1899 internal_value=0 -0.000193458 2.55851e-05 internal_weight=0 41.0121 230.879 internal_count=3151 1133 2018 is_linear=0 shrinkage=0.000328318 Tree=2350 num_leaves=4 num_cat=0 split_feature=376 3 3 split_gain=11.7973 13.9846 3.39649 threshold=1.0000000180025095e-35 -0.10075499999999998 -0.010514999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011324860916269649 0.00033901641781245638 -6.2937150298233749e-05 9.2190759304525813e-05 leaf_weight=69.194335039705038 13.417106909677388 186.33281619939953 11.834489615634082 leaf_count=438 79 2531 85 internal_value=0 -1.5199e-05 0.000224256 internal_weight=0 255.527 25.2516 internal_count=3133 2969 164 is_linear=0 shrinkage=0.000334884 Tree=2351 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=13.9236 15.6688 9.46272 threshold=0.10100500000000003 0.11456500000000001 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.459891166945292e-05 0.00015967839797354194 0.00029859066064148797 -5.9870582766232292e-05 leaf_weight=146.6898460208904 77.550358802080154 12.752992421388624 32.417586398310959 leaf_count=2251 584 40 203 internal_value=0 -6.29623e-05 9.49622e-05 internal_weight=0 159.443 109.968 internal_count=3078 2291 787 is_linear=0 shrinkage=0.000341582 Tree=2352 num_leaves=4 num_cat=0 split_feature=1 16 47 split_gain=16.042 16.2838 14.7979 threshold=1.0000000180025095e-35 0.0020050000000000003 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028697485406237161 9.7530293499636985e-05 5.3507672525392216e-05 -0.00014241711625136125 leaf_weight=46.399532462237403 150.14399671461433 30.548561017727479 43.457755731418729 leaf_count=1211 1201 368 319 internal_value=0 -0.000151921 4.36181e-05 internal_weight=0 76.9481 193.602 internal_count=3099 1579 1520 is_linear=0 shrinkage=0.000362489 Tree=2353 num_leaves=4 num_cat=0 split_feature=15 0 1 split_gain=13.5708 16.976 4.09933 threshold=-0.24269999999999997 -0.10643499999999999 0.11769500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.9628072132304637e-05 7.4641041735980617e-05 -9.3039961619585895e-05 0.00031802045576989954 leaf_weight=11.526406623423101 94.735976306255907 147.82128947344609 14.294309284538029 leaf_count=67 505 2335 180 internal_value=0 -2.75443e-05 0.000207917 internal_weight=0 242.557 25.8207 internal_count=3087 2840 247 is_linear=0 shrinkage=0.000309381 Tree=2354 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=12.6281 21.9919 18.9958 threshold=-0.097724999999999992 -0.049374999999999995 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014226143986981804 -0.0013518374766531927 0.00013107929331879271 -0.00091501335439967736 leaf_weight=46.157571606803685 62.077239527716301 130.49731961591169 21.328903133049607 leaf_count=282 1810 840 181 internal_value=0 -0.000347453 0.000683522 internal_weight=0 192.575 67.4865 internal_count=3113 2650 463 is_linear=0 shrinkage=0.00205233 Tree=2355 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=12.4729 16.0686 12.8884 threshold=0.10100500000000003 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011628784928705581 0.00012836976182354991 -0.00012569764486927747 -0.00010920714038800236 leaf_weight=32.980115768499672 76.315076516009867 127.47380617819726 30.512380142696202 leaf_count=185 582 2137 192 internal_value=0 -7.59129e-05 6.0469e-05 internal_weight=0 160.454 106.827 internal_count=3096 2322 774 is_linear=0 shrinkage=0.000309381 Tree=2356 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=11.7295 16.7789 14.8703 threshold=0.24099500000000004 0.12011000000000001 0.080320000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.6093829282026593e-05 0.00016117530285658646 -0.00034685401821452154 -0.00037504544918134171 leaf_weight=195.09011154086329 54.111132951453328 6.6165979281067839 11.811485446989535 leaf_count=2546 401 31 137 internal_value=0 0.000105286 -4.62067e-05 internal_weight=0 60.7277 206.902 internal_count=3115 432 2683 is_linear=0 shrinkage=0.000303315 Tree=2357 num_leaves=4 num_cat=0 split_feature=52 16 16 split_gain=11.9657 13.9737 12.2423 threshold=-0.048794999999999991 0.25032500000000008 -0.23389999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010637805668313812 0.00043057519815458496 -0.00083829544496014552 -0.00080800062365459359 leaf_weight=78.711313754785806 61.477109647355974 23.777182640274987 98.168138582957909 leaf_count=584 452 360 1692 internal_value=0 0.000622068 -0.000331075 internal_weight=0 102.488 159.645 internal_count=3088 944 2144 is_linear=0 shrinkage=0.00217794 Tree=2358 num_leaves=4 num_cat=0 split_feature=52 0 160 split_gain=15.2442 12.0698 3.5364 threshold=-0.24600999999999998 -0.061889999999999994 0.041405000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032978406883416879 -3.1251231415684822e-05 0.00012681214095066395 8.5514964591190202e-05 leaf_weight=17.383227989543233 177.29151619435288 69.614503969438374 2.3716498410794875 leaf_count=303 2315 413 61 internal_value=0 1.33516e-05 -0.000279725 internal_weight=0 246.906 19.7549 internal_count=3092 2728 364 is_linear=0 shrinkage=0.00032188 Tree=2359 num_leaves=4 num_cat=0 split_feature=41 38 2 split_gain=11.637 11.9707 2.80276 threshold=0.082980000000000012 0.10208000000000002 0.108975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024324513909335866 -0.0025036385033463285 -0.0026437787516622444 -0.00055862871659974529 leaf_weight=240.606921640574 8.3838715441524965 6.093754071276634 5.0573368556797496 leaf_count=2930 81 44 32 internal_value=0 0.000170766 -0.00178248 internal_weight=0 246.701 13.4412 internal_count=3087 2974 113 is_linear=0 shrinkage=0.00205233 Tree=2360 num_leaves=3 num_cat=0 split_feature=1375 43 split_gain=13.5323 12.7281 threshold=-0.43271999999999994 0.25035000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0051975942906527907 0.00011729582205794311 -0.0029685124579178906 leaf_weight=3.046571707352995 246.64656617678702 8.5477144510950875 leaf_count=17 2878 188 internal_value=0 1.26803e-05 internal_weight=0 255.194 internal_count=3083 3066 is_linear=0 shrinkage=0.00250177 Tree=2361 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=10.9445 16.8071 12.489 threshold=0.069705000000000003 0.12856000000000004 0.088405000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8421312170773078e-05 -9.8080333774355874e-05 0.00019262140627397594 0.00024628239271759934 leaf_weight=192.22724648681469 16.223604764789343 25.736156526952982 29.297533564269543 leaf_count=2582 121 219 151 internal_value=0 -4.63353e-05 0.000123613 internal_weight=0 217.963 45.5211 internal_count=3073 2801 272 is_linear=0 shrinkage=0.000315569 Tree=2362 num_leaves=4 num_cat=0 split_feature=484 484 457 split_gain=12.2632 12.5641 6.30962 threshold=-1.0000000180025095e-35 0.11628500000000001 0.094310000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016785947936671334 0.00019653704080407211 -0.0025560198802566333 0.0013604853393929736 leaf_weight=19.53870133950841 227.77069098176435 5.7659937548451117 2.5978884752839795 leaf_count=480 2466 127 20 internal_value=0 0.000127384 -0.00131688 internal_weight=0 233.537 22.1366 internal_count=3093 2593 500 is_linear=0 shrinkage=0.00185885 Tree=2363 num_leaves=4 num_cat=0 split_feature=3 1348 0 split_gain=11.6977 10.8371 5.14147 threshold=0.17769000000000004 0.084620000000000015 -0.11532999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.9941516665495511e-05 5.3123073599090763e-05 0.00025480097417810777 0.00038825390156804843 leaf_weight=233.20546286040917 9.4925521295517701 13.185027590021489 10.257866821251808 leaf_count=2890 79 69 74 internal_value=0 -3.35256e-05 0.000228389 internal_weight=0 246.39 19.7504 internal_count=3112 2959 153 is_linear=0 shrinkage=0.000328318 Tree=2364 num_leaves=4 num_cat=0 split_feature=4 47 11 split_gain=15.7764 18.0916 13.4909 threshold=0.28122000000000008 0.11939500000000002 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.8169898041774166e-06 0.00027886023631569132 -0.00045272605156375335 -0.00038827658800455792 leaf_weight=215.38749307068065 40.99207260645926 4.662641152739524 12.134577266871927 leaf_count=2577 338 22 134 internal_value=0 0.00020322 -2.54492e-05 internal_weight=0 45.6547 227.522 internal_count=3071 360 2711 is_linear=0 shrinkage=0.000355382 Tree=2365 num_leaves=4 num_cat=0 split_feature=2 31 11 split_gain=12.6217 15.3882 12.7307 threshold=0.092120000000000021 -1.0000000180025095e-35 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021700779385899747 0.00054576612533705231 -0.00061670423681173551 -0.0018810161036589758 leaf_weight=7.4784127138555041 124.47585918125696 116.37458263162989 8.1794700063765031 leaf_count=78 1140 1803 77 internal_value=0 -0.000446626 0.000394672 internal_weight=0 123.853 132.655 internal_count=3098 1881 1217 is_linear=0 shrinkage=0.00189603 Tree=2366 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=15.5795 19.0585 8.77059 threshold=0.10384000000000002 -0.11674999999999998 0.14780500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9198517511613093e-05 5.7096733842138725e-05 -0.00013160894149343599 0.00033239495319439084 leaf_weight=52.620003744028509 89.674173111096025 124.75043106940575 13.742986395955084 leaf_count=279 614 2099 115 internal_value=0 -6.31165e-05 9.40007e-05 internal_weight=0 177.37 103.417 internal_count=3107 2378 729 is_linear=0 shrinkage=0.00032188 Tree=2367 num_leaves=4 num_cat=0 split_feature=2 1429 156 split_gain=12.6234 15.5414 10.8226 threshold=0.096585000000000018 0.084545000000000009 0.11896500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010412068083698184 9.7717986739082884e-05 0.00023064498845613721 -0.00039938293329618143 leaf_weight=132.38655383745208 123.70928161987104 17.514144577085972 5.0056084594689301 leaf_count=1960 924 138 74 internal_value=0 -6.48643e-05 7.80559e-05 internal_weight=0 149.901 128.715 internal_count=3096 2098 998 is_linear=0 shrinkage=0.000334884 Tree=2368 num_leaves=4 num_cat=0 split_feature=1 3 49 split_gain=15.1395 13.1054 9.1604 threshold=0.10423500000000001 -0.11550499999999998 0.31401000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010519384327845796 0.00012917583375995478 -0.00011888413490410077 -0.00031314036732233688 leaf_weight=39.689127285964787 91.241128012537956 129.73799882084131 5.7054378278553477 leaf_count=229 668 2112 28 internal_value=0 -6.6358e-05 0.000102814 internal_weight=0 169.427 96.9466 internal_count=3037 2341 696 is_linear=0 shrinkage=0.000341582 Tree=2369 num_leaves=4 num_cat=0 split_feature=1 16 47 split_gain=12.2845 19.0302 15.0248 threshold=1.0000000180025095e-35 0.0020050000000000003 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024969362303638268 0.00010344841627437961 8.7634068810620906e-05 -0.00012031625627435172 leaf_weight=43.197564628440887 153.9160736836493 33.002734475769103 42.959012953564525 leaf_count=1198 1215 368 306 internal_value=0 -0.000103681 5.45813e-05 internal_weight=0 76.2003 196.875 internal_count=3087 1566 1521 is_linear=0 shrinkage=0.000334884 Tree=2370 num_leaves=4 num_cat=0 split_feature=1 3 453 split_gain=10.1607 13.1002 10.0431 threshold=0.10100500000000003 -0.12077499999999998 0.084945000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00081138774793189676 0.00063985858604586753 -0.00078758972599310645 -0.0022825262434976708 leaf_weight=32.089602918364108 95.886383699253201 117.82520782237407 6.0681087970733634 leaf_count=186 744 2124 32 internal_value=0 -0.000444975 0.000463611 internal_weight=0 149.915 101.954 internal_count=3086 2310 776 is_linear=0 shrinkage=0.0022215 Tree=2371 num_leaves=3 num_cat=0 split_feature=457 43 split_gain=11.9906 10.6429 threshold=0.51775000000000004 -0.07440999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0005978338744197703 -0.003654302986557046 -0.00025536990546486625 leaf_weight=94.710893259849399 3.4462233558297148 157.40159202367067 leaf_count=1211 15 1848 internal_value=0 6.52756e-05 internal_weight=0 252.112 internal_count=3074 3059 is_linear=0 shrinkage=0.00201208 Tree=2372 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=14.7864 23.5484 18.5653 threshold=-0.10726999999999999 0.12879500000000002 -0.075534999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014265787177958521 -0.00021258054976441767 -0.00044543259021793632 2.2181574193780101e-05 leaf_weight=96.182660362683237 64.529698713682592 8.550226900726555 100.22472727531567 leaf_count=527 1586 40 976 internal_value=0 9.42227e-05 -6.98501e-05 internal_weight=0 104.733 164.754 internal_count=3129 567 2562 is_linear=0 shrinkage=0.000341582 Tree=2373 num_leaves=4 num_cat=0 split_feature=150 0 15 split_gain=10.304 14.8156 14.6745 threshold=0.081245000000000026 -0.074654999999999985 -0.033794999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00065722408182551444 0.001331203351174991 0.0004279529511468207 -0.00086493539910691142 leaf_weight=111.99304599990137 44.299769351258874 86.80851685302332 16.055210140533745 leaf_count=1848 248 828 152 internal_value=0 -0.000183397 0.000746482 internal_weight=0 198.802 60.355 internal_count=3076 2676 400 is_linear=0 shrinkage=0.00197263 Tree=2374 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=18.2205 17.2628 12.2016 threshold=0.094655000000000017 -0.10075499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.2936482089220929e-05 0.00020188493834775116 -0.00019366528740120126 -1.9571156785077328e-05 leaf_weight=41.065443996340036 36.079165332019329 103.15605714730918 89.519105191342533 leaf_count=266 320 1860 627 internal_value=0 -0.000123462 4.41671e-05 internal_weight=0 144.222 125.598 internal_count=3073 2126 947 is_linear=0 shrinkage=0.00032188 Tree=2375 num_leaves=4 num_cat=0 split_feature=4 0 2 split_gain=11.1143 15.9229 6.43424 threshold=-0.49977499999999991 -0.020409999999999994 0.086895000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010265999625594714 -0.00011792466932595359 0.001287489293430741 -0.0022991655553867649 leaf_weight=2.7248271554708472 205.77089886809699 36.896781493909657 11.815755251795052 leaf_count=26 2721 223 112 internal_value=0 9.62589e-05 -0.00167285 internal_weight=0 242.668 14.5406 internal_count=3082 2944 138 is_linear=0 shrinkage=0.00197263 Tree=2376 num_leaves=3 num_cat=0 split_feature=1373 484 split_gain=11.1255 12.4694 threshold=0.09586500000000002 -0.0048899999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0009463425480665266 -0.0019744013516337015 0.00020366133852734461 leaf_weight=20.205432211747393 5.0578152611851683 236.97076532011852 leaf_count=482 33 2597 internal_value=0 0.000112937 internal_weight=0 257.176 internal_count=3112 3079 is_linear=0 shrinkage=0.00140878 Tree=2377 num_leaves=4 num_cat=0 split_feature=1 3 46 split_gain=15.5997 19.4561 11.5993 threshold=0.10100500000000003 -0.11550499999999998 0.092020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014151879984076045 0.00011540513117718818 -0.00014200945372250939 -0.0003877533558223899 leaf_weight=34.923323479481041 98.553767465054989 120.54167426773347 5.3124148026108733 leaf_count=195 740 2079 29 internal_value=0 -7.82623e-05 8.92804e-05 internal_weight=0 155.465 103.866 internal_count=3043 2274 769 is_linear=0 shrinkage=0.000334884 Tree=2378 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=10.0683 14.6957 threshold=-0.52342999999999995 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.002925365441442021 -0.0001279414387559707 0.0012067401095423554 leaf_weight=4.7989813471212974 210.87118535710033 43.51613387092948 leaf_count=50 2666 367 internal_value=0 0.000100803 internal_weight=0 254.387 internal_count=3083 3033 is_linear=0 shrinkage=0.00209337 Tree=2379 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=12.7668 18.6326 6.59792 threshold=0.11584000000000001 -0.12985499999999997 -0.195045 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001084944953698177 -0.00024583785051579738 -0.00012141819756940576 0.00018955711134467849 leaf_weight=68.651696695946157 4.9383156765252343 141.81609632936306 49.837742052040994 leaf_count=342 26 2306 407 internal_value=0 -4.6406e-05 0.000149883 internal_weight=0 210.468 54.7761 internal_count=3081 2648 433 is_linear=0 shrinkage=0.000362489 Tree=2380 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=13.3565 18.7419 17.0873 threshold=0.085945000000000008 0.10812000000000001 0.16703000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010172080076766037 -0.00015012352987229551 0.00038103181049095369 -0.00024927525480397992 leaf_weight=150.70288136880845 92.136313666822389 9.1224157549440843 19.711289141792804 leaf_count=1200 1744 29 146 internal_value=0 -0.000101904 6.09851e-05 internal_weight=0 101.259 170.414 internal_count=3119 1773 1346 is_linear=0 shrinkage=0.000355382 Tree=2381 num_leaves=4 num_cat=0 split_feature=15 12 13 split_gain=16.7181 10.5665 8.44452 threshold=0.084050000000000014 0.084045000000000022 -0.24921999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048010899093397147 0.0037711185285236155 -0.00044329147881144216 -0.0015788094991769687 leaf_weight=138.34985603159294 1.1857397910207499 83.673583017429337 34.055326893925667 leaf_count=896 8 1178 1066 internal_value=0 0.000132061 -0.00138743 internal_weight=0 222.023 35.2411 internal_count=3148 2074 1074 is_linear=0 shrinkage=0.00205233 Tree=2382 num_leaves=4 num_cat=0 split_feature=2 38 2 split_gain=12.0678 10.5916 0.78312 threshold=0.15305000000000002 0.10386000000000002 0.17409500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4361108601162994e-05 0.000168987757022341 -0.00051585855279766149 0.00033943035786983006 leaf_weight=248.18766078818589 4.8746329154819241 4.7064549084752789 8.8772744163870794 leaf_count=2927 37 30 76 internal_value=0 -3.37323e-05 0.000280866 internal_weight=0 252.894 13.7519 internal_count=3070 2957 113 is_linear=0 shrinkage=0.000328318 Tree=2383 num_leaves=3 num_cat=0 split_feature=160 1 split_gain=11.9535 11.2807 threshold=-0.25833999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0021656079447356109 -0.0005560117406979816 0.00035293252813576171 leaf_weight=8.9767857273109239 71.491461794590577 177.97373499954119 leaf_count=265 1408 1410 internal_value=0 9.23157e-05 internal_weight=0 249.465 internal_count=3083 2818 is_linear=0 shrinkage=0.00193395 Tree=2384 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=11.5186 14.4686 10.9641 threshold=0.10100500000000003 -0.23098999999999997 0.096440000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001941698562708874 0.00098771050472771203 -0.0004883710413336555 -0.00032607423987430362 leaf_weight=9.676625872962175 64.387808862142265 143.99983246345073 37.542313191108406 leaf_count=39 518 2243 252 internal_value=0 -0.000334053 0.000503998 internal_weight=0 153.676 101.93 internal_count=3052 2282 770 is_linear=0 shrinkage=0.00193395 Tree=2385 num_leaves=4 num_cat=0 split_feature=4 0 1 split_gain=16.4363 16.9636 1.97915 threshold=-0.49977499999999991 -0.016814999999999997 0.093845000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040579775887943027 -3.6275247653447415e-06 0.00023405191324057616 -0.00012673376754154767 leaf_weight=10.962021067738531 217.15395261743106 41.664773831143975 4.2323815301060668 leaf_count=80 2724 226 62 internal_value=0 3.47189e-05 -0.000329561 internal_weight=0 258.819 15.1944 internal_count=3092 2950 142 is_linear=0 shrinkage=0.000341582 Tree=2386 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=15.3413 12.2403 10.5021 threshold=1.0000000180025095e-35 -0.40145499999999995 -0.029174999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.0825872886210397e-05 -0.0013434070502704391 0.00037674377218956177 -0.0014137120734649352 leaf_weight=35.470192594337277 13.605327967554329 170.21314183017239 33.858569501200691 leaf_count=829 152 1358 728 internal_value=0 0.000248686 -0.000717634 internal_weight=0 183.818 69.3288 internal_count=3067 1510 1557 is_linear=0 shrinkage=0.00175164 Tree=2387 num_leaves=4 num_cat=0 split_feature=52 0 48 split_gain=17.6847 13.3386 3.60611 threshold=-0.24600999999999998 -0.061889999999999994 0.10327000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040258491886381305 -2.2236768772889676e-05 0.00015907653779736932 -3.4753958890635071e-05 leaf_weight=15.26509364671074 187.22151276469231 70.432367464527488 4.3382643153890958 leaf_count=314 2369 438 35 internal_value=0 2.73747e-05 -0.000321843 internal_weight=0 257.654 19.6034 internal_count=3156 2807 349 is_linear=0 shrinkage=0.000355382 Tree=2388 num_leaves=4 num_cat=0 split_feature=12 13 3 split_gain=12.4546 14.1862 13.8106 threshold=0.080020000000000022 0.11001000000000001 -0.015214999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023767293304048715 -0.00011932906718050303 0.00020080667537908213 3.9137569490801896e-06 leaf_weight=39.405016427859664 110.45383084763307 17.95514277741313 100.26505055790767 leaf_count=209 2129 154 628 internal_value=0 -7.44292e-05 7.00016e-05 internal_weight=0 128.409 139.67 internal_count=3120 2283 837 is_linear=0 shrinkage=0.000334884 Tree=2389 num_leaves=3 num_cat=0 split_feature=45 0 split_gain=12.9427 13.1047 threshold=0.08179500000000002 -0.10643499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00012288363832533005 -0.00041192205103641349 -3.7435078214600984e-05 leaf_weight=99.089381380006671 8.4698087684810144 164.48246114049107 leaf_count=539 56 2484 internal_value=0 2.28631e-05 internal_weight=0 263.572 internal_count=3079 3023 is_linear=0 shrinkage=0.000348413 Tree=2390 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=14.0229 15.0281 7.1807 threshold=-0.24426999999999996 0.0047850000000000011 -0.054684999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.3456214904091103e-05 -5.6934956770494741e-05 0.00014259386093693968 0.0003319274369002184 leaf_weight=6.9926377404481199 198.08231009403244 46.278937556780875 18.161851359531283 leaf_count=65 2597 330 104 internal_value=0 -1.90987e-05 0.000227845 internal_weight=0 244.361 25.1545 internal_count=3096 2927 169 is_linear=0 shrinkage=0.000315569 Tree=2391 num_leaves=3 num_cat=0 split_feature=1365 15 split_gain=10.732 10.6717 threshold=1.0000000180025095e-35 0.084580000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00022150003994551073 -0.0022994394861432358 -0.00079262247423985126 leaf_weight=217.53683186066337 5.357284987345337 33.898388028610498 leaf_count=2036 53 986 internal_value=0 8.44845e-05 internal_weight=0 251.435 internal_count=3075 3022 is_linear=0 shrinkage=0.00168362 Tree=2392 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=10.4369 12.0128 threshold=0.10386000000000002 -0.24426999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016850326234383419 -0.002632895312007822 6.6518565466730409e-05 leaf_weight=21.874510806985199 5.6935321199707678 233.8250989059452 leaf_count=145 41 2884 internal_value=0 0.000205656 internal_weight=0 255.7 internal_count=3070 3029 is_linear=0 shrinkage=0.00209337 Tree=2393 num_leaves=4 num_cat=0 split_feature=123 50 133 split_gain=12.1617 15.5574 5.32004 threshold=1.0000000180025095e-35 0.086500000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0357967571865702e-06 -0.00015822792274036734 -0.00029033829203165207 0.0002457133464350175 leaf_weight=207.20464473578613 4.2957023680210105 23.368037943495438 29.100960210897028 leaf_count=2266 31 531 237 internal_value=0 -2.68235e-05 0.000193401 internal_weight=0 230.573 33.3967 internal_count=3065 2797 268 is_linear=0 shrinkage=0.000341582 Tree=2394 num_leaves=4 num_cat=0 split_feature=42 12 51 split_gain=10.8279 13.8967 13.3379 threshold=-1.0000000180025095e-35 0.023990000000000004 -0.10433999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019049856884196181 -0.0013775172315525855 -0.0020069823099637448 0.00036911390756777361 leaf_weight=22.342291621491313 16.958047059364617 19.126922008115798 198.52570169337559 leaf_count=132 231 712 2001 internal_value=0 -0.000825725 0.000231014 internal_weight=0 41.4692 215.484 internal_count=3076 844 2232 is_linear=0 shrinkage=0.00189603 Tree=2395 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=13.2466 22.2068 18.4472 threshold=-0.10643499999999999 -0.074479999999999977 -0.015169999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.1169237490967428e-06 -0.0012056661674411837 0.00024975145946263644 0.0017950163144627444 leaf_weight=66.164165479131043 62.587887652451172 94.400672431103885 29.914808854460716 leaf_count=402 1606 942 156 internal_value=0 -0.000330937 0.000562476 internal_weight=0 156.989 96.079 internal_count=3106 2548 558 is_linear=0 shrinkage=0.00189603 Tree=2396 num_leaves=4 num_cat=0 split_feature=2 0 4 split_gain=11.0632 16.1314 10.9755 threshold=0.088930000000000023 -0.060024999999999995 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007908009202636985 -0.0011786782113100179 0.00067492959289456114 0.00039919264305465129 leaf_weight=76.030436371918768 12.449299812316893 26.412846996448934 143.00141781778075 leaf_count=1413 118 188 1379 internal_value=0 -0.000412569 0.000272071 internal_weight=0 102.443 155.451 internal_count=3098 1601 1497 is_linear=0 shrinkage=0.00161824 Tree=2397 num_leaves=4 num_cat=0 split_feature=13 39 47 split_gain=14.4785 15.7271 9.88445 threshold=-0.17030499999999998 0.0047850000000000011 0.084155000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032288645420985878 -5.6512110693006028e-05 0.00015407443660161568 -0.00013015255436400622 leaf_weight=23.736351727508012 196.79507989669219 47.325816521421075 6.5685464255511752 leaf_count=157 2549 339 36 internal_value=0 -1.56354e-05 0.000224573 internal_weight=0 244.121 30.3049 internal_count=3081 2888 193 is_linear=0 shrinkage=0.000328318 Tree=2398 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=13.4695 10.5263 threshold=-0.59779499999999997 -0.49096999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.010349942299933051 -0.0017388429353777965 -2.0917670016886563e-05 leaf_weight=0.38591455668210883 15.268424134701489 236.14537953119725 leaf_count=2 154 2918 internal_value=0 -0.000125975 internal_weight=0 251.414 internal_count=3074 3072 is_linear=0 shrinkage=0.00201208 Tree=2399 num_leaves=4 num_cat=0 split_feature=1 3 51 split_gain=11.8845 15.3495 12.4947 threshold=0.10459000000000002 -0.11550499999999998 -0.40548499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010455792040730557 -0.00038492070550528263 -0.00010453455942113424 9.0818235594211983e-05 leaf_weight=38.07234276086092 4.8274392774328581 136.63330878829584 94.530422049574554 leaf_count=230 48 2188 663 internal_value=0 -5.89308e-05 6.72965e-05 internal_weight=0 174.706 99.3579 internal_count=3129 2418 711 is_linear=0 shrinkage=0.000291537 Tree=2400 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=12 14.0739 13.1049 threshold=0.086425000000000016 -0.016814999999999997 -0.10497999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00074881521106657449 -0.0012360340340265923 0.0018282518035420661 -0.00015906951292000656 leaf_weight=81.487830442376435 37.588418578729033 5.3793683722615233 134.17867139726877 leaf_count=490 364 24 2236 internal_value=0 -0.000848645 0.000184178 internal_weight=0 42.9678 215.667 internal_count=3114 388 2726 is_linear=0 shrinkage=0.00178667 Tree=2401 num_leaves=4 num_cat=0 split_feature=150 157 151 split_gain=14.0258 15.6946 13.1483 threshold=0.082085000000000019 -0.077384999999999995 -0.016164999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014849219276782955 0.00021912533923719614 -9.0137904581950084e-05 -8.7118112432109685e-05 leaf_weight=32.502917165169492 42.050054877996445 173.30806813645177 20.797909831628203 leaf_count=290 260 2400 136 internal_value=0 -5.23917e-05 0.000117807 internal_weight=0 205.811 62.848 internal_count=3086 2690 396 is_linear=0 shrinkage=0.000315569 Tree=2402 num_leaves=4 num_cat=0 split_feature=52 52 48 split_gain=13.7027 12.5698 6.16211 threshold=-0.27269499999999997 -0.048794999999999991 0.097140000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037860506856171616 0.00011472298249780759 -4.1715634448500616e-05 0.00010713983066968964 leaf_weight=13.867419882677497 80.78870412055403 155.38961752434261 3.3024330292828372 leaf_count=299 582 2142 42 internal_value=0 1.18258e-05 -0.000285089 internal_weight=0 236.178 17.1699 internal_count=3065 2724 341 is_linear=0 shrinkage=0.00032188 Tree=2403 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=14.0649 19.1896 12.575 threshold=0.10384000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011865227419350114 0.00015458913365382272 -0.00017283036460494014 -0.00012367090691615498 leaf_weight=38.007436794228852 65.438103064894676 134.21680878102779 31.542197489179671 leaf_count=230 537 2153 189 internal_value=0 -0.000108469 6.40487e-05 internal_weight=0 172.224 96.9803 internal_count=3109 2383 726 is_linear=0 shrinkage=0.000362489 Tree=2404 num_leaves=4 num_cat=0 split_feature=128 43 1 split_gain=10.8125 10.7266 2.35784 threshold=0.085185000000000025 -0.07440999999999999 0.12281000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00061832336359591417 -0.0025340943588256274 -0.00023711957368729381 6.2032086072046441e-05 leaf_weight=90.889190036337823 7.6116513288579863 152.72882406425197 1.6461702957749365 leaf_count=1155 194 1707 18 internal_value=0 8.21672e-05 -0.00207724 internal_weight=0 243.618 9.25782 internal_count=3074 2862 212 is_linear=0 shrinkage=0.00197263 Tree=2405 num_leaves=4 num_cat=0 split_feature=15 43 38 split_gain=11.7851 14.5911 11.9868 threshold=0.084050000000000014 -0.107775 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022354739302003242 0.00098052052388850498 -0.0019472273167516453 -0.0019215643481342772 leaf_weight=206.50802340335213 9.4007756409700942 25.125863516354002 11.001804453786461 leaf_count=1928 156 881 76 internal_value=0 -0.00114948 0.000114113 internal_weight=0 34.5266 217.51 internal_count=3041 1037 2004 is_linear=0 shrinkage=0.00201208 Tree=2406 num_leaves=4 num_cat=0 split_feature=51 50 1 split_gain=11.1377 11.8458 0.0944875 threshold=-0.40548499999999993 0.086500000000000007 0.13522500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019892199174676678 0.0001835884402680686 -0.0010677331709006551 -0.0027287915213178235 leaf_weight=4.5732107339426866 220.66725046059582 28.240328112384304 2.3691071644425392 leaf_count=96 2417 563 15 internal_value=0 4.12009e-05 -0.00228091 internal_weight=0 248.908 6.94232 internal_count=3091 2980 111 is_linear=0 shrinkage=0.00182241 Tree=2407 num_leaves=4 num_cat=0 split_feature=15 1429 1 split_gain=14.1579 12.1347 9.89023 threshold=0.082805000000000004 -1.0000000180025095e-35 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004022984755474862 -0.00031975417454326049 3.6842102751465536e-05 7.3691301040267228e-05 leaf_weight=7.4948570395354173 26.101080141495913 210.94311684975401 10.366202857345341 leaf_count=138 1027 1793 51 internal_value=0 2.15763e-05 -0.00020803 internal_weight=0 218.438 36.4673 internal_count=3009 1931 1078 is_linear=0 shrinkage=0.000341582 Tree=2408 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=10.5983 12.7177 5.36188 threshold=0.18595000000000003 -0.10075499999999998 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010911117804791034 -0.00013820268176417401 -8.5615270561585302e-05 0.00037219751651771001 leaf_weight=64.525541795417666 3.629036849364641 182.02323936950415 14.017933203838764 leaf_count=434 28 2480 117 internal_value=0 -3.4626e-05 0.000267026 internal_weight=0 246.549 17.647 internal_count=3059 2914 145 is_linear=0 shrinkage=0.000377134 Tree=2409 num_leaves=4 num_cat=0 split_feature=43 1373 15 split_gain=12.5746 12.3655 3.03759 threshold=0.25537500000000007 0.099250000000000019 -0.24211499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021226225990186832 0.00062094566414192735 -0.0032135748775325226 -0.0026581086615185931 leaf_weight=244.75449255295098 1.2340701818466184 4.0579565167427054 7.7545689584221673 leaf_count=2864 10 26 168 internal_value=0 0.000154969 -0.00220582 internal_weight=0 248.812 8.98864 internal_count=3068 2890 178 is_linear=0 shrinkage=0.00197263 Tree=2410 num_leaves=4 num_cat=0 split_feature=4 11 1 split_gain=12.0916 13.2733 0.781256 threshold=0.50609000000000004 0.088315000000000018 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0707748089720562e-05 0.00095692051616768378 -0.0020636602842462526 0.001999132745236918 leaf_weight=227.50412800442427 3.9784896038472644 11.925934572704135 9.6546323979273421 leaf_count=2836 24 105 149 internal_value=0 -0.000123384 0.00170526 internal_weight=0 239.43 13.6331 internal_count=3114 2941 173 is_linear=0 shrinkage=0.00189603 Tree=2411 num_leaves=4 num_cat=0 split_feature=160 133 1456 split_gain=10.912 13.9775 12.0436 threshold=-0.098479999999999998 -0.030434999999999993 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020580691279981083 0.00023853242247376307 -0.0019169402756269546 -0.0021701066451692615 leaf_weight=3.9027512841857996 232.28851613705046 19.052157382597215 7.9212694235611698 leaf_count=53 2470 365 228 internal_value=0 -0.00123441 0.00015813 internal_weight=0 22.9549 240.21 internal_count=3116 418 2698 is_linear=0 shrinkage=0.00193395 Tree=2412 num_leaves=4 num_cat=0 split_feature=376 3 1 split_gain=11.976 13.1298 2.81079 threshold=0.048375000000000008 -0.10643499999999999 0.086100000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012022519776828399 3.9928242292353344e-05 -6.2062491034988078e-05 0.00031031010302890469 leaf_weight=58.282244556583464 5.9083042815327671 183.67354462633375 16.218054462224245 leaf_count=390 21 2567 131 internal_value=0 -1.81178e-05 0.000238676 internal_weight=0 241.956 22.1264 internal_count=3109 2957 152 is_linear=0 shrinkage=0.000334884 Tree=2413 num_leaves=4 num_cat=0 split_feature=123 133 52 split_gain=15.5084 13.1273 11.2542 threshold=1.0000000180025095e-35 -0.0019149999999999998 -0.41845999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037871392464924257 -0.00033608731577974821 0.00029788198241584068 -2.7031821053430532e-05 leaf_weight=12.000585554633288 4.6945805326104155 29.603781113401055 224.9745102294255 leaf_count=298 32 237 2531 internal_value=0 0.000210296 -4.50117e-05 internal_weight=0 34.2984 236.975 internal_count=3098 269 2829 is_linear=0 shrinkage=0.000355382 Tree=2414 num_leaves=4 num_cat=0 split_feature=403 484 15 split_gain=12.3454 11.8854 1.3662 threshold=-0.088654999999999984 -0.0048899999999999994 -0.14750499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.607460757274081e-05 -0.00023216668032077924 3.2006406726377694e-05 -0.00036968186946346711 leaf_weight=0.99488051328807969 20.724972306634299 229.00180595857091 11.016549743013455 leaf_count=19 432 2225 398 internal_value=0 9.9883e-06 -0.000336051 internal_weight=0 249.727 12.0114 internal_count=3074 2657 417 is_linear=0 shrinkage=0.000334884 Tree=2415 num_leaves=4 num_cat=0 split_feature=14 0 51 split_gain=10.8287 11.3104 0.616577 threshold=0.077685000000000018 -0.10643499999999999 -0.042309999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052021868460092123 -0.0027054214944266458 -0.00023812080858055993 -0.0015814539813630145 leaf_weight=92.864543354604393 2.848967120051384 154.08011452329811 4.5202795956283799 leaf_count=488 28 2483 68 internal_value=0 4.71624e-05 -0.00204997 internal_weight=0 246.945 7.36925 internal_count=3067 2971 96 is_linear=0 shrinkage=0.00171729 Tree=2416 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=12.2045 21.2561 12.9311 threshold=1.0000000180025095e-35 -0.074179999999999982 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023707745235645989 -0.00018123057013493847 9.0365305633548749e-05 8.4842844975539162e-05 leaf_weight=43.366047990857624 20.144856348633766 36.078925213310868 178.63168428931385 leaf_count=1252 179 343 1336 internal_value=0 -8.84556e-05 5.7791e-05 internal_weight=0 79.445 198.777 internal_count=3110 1595 1515 is_linear=0 shrinkage=0.000315569 Tree=2417 num_leaves=4 num_cat=0 split_feature=123 3 1 split_gain=13.8483 13.5578 4.76177 threshold=1.0000000180025095e-35 0.17769000000000004 0.091265000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039397178201945409 -0.00026684709776065516 0.0014735038632511719 0.0014601409402703559 leaf_weight=208.46132134529762 7.4292066097259513 14.870031939819453 24.668472474440932 leaf_count=2722 34 128 238 internal_value=0 -0.000268954 0.00106088 internal_weight=0 223.331 32.0977 internal_count=3122 2850 272 is_linear=0 shrinkage=0.00189603 Tree=2418 num_leaves=4 num_cat=0 split_feature=51 51 15 split_gain=10.3406 11.3466 7.88186 threshold=-0.10433999999999997 -0.09021499999999999 -0.31881499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034948070443343443 0.00031662352138417187 1.1238641688620764e-05 -0.00027863765539143165 leaf_weight=2.5308918487280634 15.026917009148745 228.06286169867963 20.556336495326832 leaf_count=24 79 2681 286 internal_value=0 3.02535e-05 -0.000208427 internal_weight=0 243.09 23.0872 internal_count=3070 2760 310 is_linear=0 shrinkage=0.000341582 Tree=2419 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=12.4696 14.2537 9.54019 threshold=0.10100500000000003 -0.11550499999999998 -0.066724999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013410310381724316 0.00022466654621841834 -0.00010248293995862984 2.0508938693723301e-05 leaf_weight=35.030334364622831 38.391955283470452 125.39534957637079 68.755330417305231 leaf_count=194 300 2116 480 internal_value=0 -5.07648e-05 9.38188e-05 internal_weight=0 160.426 107.147 internal_count=3090 2310 780 is_linear=0 shrinkage=0.000328318 Tree=2420 num_leaves=4 num_cat=0 split_feature=16 43 40 split_gain=10.829 12.5022 8.80362 threshold=0.3949700000000001 0.25537500000000007 0.055635000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011635396756961349 -0.0017917372275621328 -0.0021600694129747175 0.0015958556912682462 leaf_weight=227.92415062279906 15.897115366999062 7.2321324138902119 2.5456199236214152 leaf_count=2637 291 175 9 internal_value=0 4.53488e-05 -0.00131734 internal_weight=0 235.156 18.4427 internal_count=3112 2812 300 is_linear=0 shrinkage=0.00171729 Tree=2421 num_leaves=4 num_cat=0 split_feature=1456 1213 3 split_gain=13.5107 14.3466 1.71454 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15029999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.0881123390884652e-05 -0.0002752008192378417 4.7991602733708391e-05 -0.00037965091790322916 leaf_weight=1.1870910897850979 16.335865427972749 242.64219668344595 10.607635356485842 leaf_count=9 455 2376 276 internal_value=0 2.74951e-05 -0.00033734 internal_weight=0 258.978 11.7947 internal_count=3116 2831 285 is_linear=0 shrinkage=0.000334884 Tree=2422 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=12.8925 20.652 9.96619 threshold=0.10113500000000002 -0.097724999999999992 -0.066289999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00080638285314723072 0.0014805332274982509 -0.00094572165541711214 6.795461797582483e-05 leaf_weight=45.822263149078935 37.614110575988889 104.47684644605033 63.717424563132226 leaf_count=308 309 1980 459 internal_value=0 -0.000411348 0.000593357 internal_weight=0 150.299 101.332 internal_count=3056 2288 768 is_linear=0 shrinkage=0.00217794 Tree=2423 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=12.6573 14.6298 13.9306 threshold=0.0047850000000000011 -0.10462499999999998 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015687600574264632 -0.00016103109966343114 -6.9455910556138361e-05 0.00026921493925766512 leaf_weight=42.98774948855862 11.869651508517562 177.15116924466565 38.648393622599542 leaf_count=283 69 2433 296 internal_value=0 -2.52015e-05 0.000167992 internal_weight=0 220.139 50.518 internal_count=3081 2716 365 is_linear=0 shrinkage=0.000348413 Tree=2424 num_leaves=4 num_cat=0 split_feature=39 13 38 split_gain=14.59 18.5914 11.386 threshold=0.0047850000000000011 -0.10462499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001573300817936755 0.00023235998680458872 -8.9964956313796674e-05 -0.00017834881321646785 leaf_weight=42.132272586692125 41.235788160935044 176.6757273611147 9.1790354289114457 leaf_count=274 308 2494 63 internal_value=0 -4.22913e-05 0.000157353 internal_weight=0 218.808 50.4148 internal_count=3139 2768 371 is_linear=0 shrinkage=0.000334884 Tree=2425 num_leaves=4 num_cat=0 split_feature=1213 43 0 split_gain=10.7547 12.0277 3.64088 threshold=-1.0000000180025095e-35 -0.59779499999999997 -0.12468999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037099545589359576 0.01035495044274211 7.3844372489408221e-05 -0.0023969841077070447 leaf_weight=2.6652491483837357 0.40796786546707053 238.8400298806373 10.862644337932577 leaf_count=18 1 2610 451 internal_value=0 9.62114e-05 -0.00185307 internal_weight=0 239.248 13.5279 internal_count=3080 2611 469 is_linear=0 shrinkage=0.00213524 Tree=2426 num_leaves=4 num_cat=0 split_feature=52 1 3 split_gain=11.4602 12.5039 4.44651 threshold=-0.40306999999999998 0.09450500000000002 -0.24354499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033634242589578869 -6.2300357031139025e-05 0.00010271028728449749 -0.00039849401026887554 leaf_weight=1.1536314152181137 133.02675259753596 118.68483759928495 12.307612099219112 leaf_count=7 1945 819 309 internal_value=0 1.55151e-05 -0.000333263 internal_weight=0 251.712 13.4612 internal_count=3080 2764 316 is_linear=0 shrinkage=0.000369739 Tree=2427 num_leaves=4 num_cat=0 split_feature=3 42 0 split_gain=11.466 9.78829 3.2934 threshold=0.17769000000000004 -0.108275 -0.11980999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023636034546404994 0.00082022427296533787 -1.9383166729683588e-05 0.0028687780114294509 leaf_weight=10.68217730685137 9.2503424044698495 224.67679616785608 9.0400070240721089 leaf_count=185 77 2746 74 internal_value=0 -0.000126853 0.00184402 internal_weight=0 235.359 18.2903 internal_count=3082 2931 151 is_linear=0 shrinkage=0.00240463 Tree=2428 num_leaves=4 num_cat=0 split_feature=52 376 13 split_gain=13.6756 11.3551 3.46086 threshold=-0.28763999999999995 0.048375000000000008 0.17769000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038922403266742549 -1.0260342613095108e-05 0.00024926999243723481 1.7496705373285724e-05 leaf_weight=13.95023408601992 232.07913219998591 23.329337351024151 3.2421106882393351 leaf_count=323 2591 161 15 internal_value=0 1.35443e-05 -0.000312908 internal_weight=0 255.408 17.1923 internal_count=3090 2752 338 is_linear=0 shrinkage=0.000355382 Tree=2429 num_leaves=4 num_cat=0 split_feature=403 482 15 split_gain=11.4835 9.81427 0.70312 threshold=-0.092224999999999988 0.10022500000000002 -0.14438499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028996053544388234 0.0001594878029101262 -0.0025484106004098413 -0.0021147222343028999 leaf_weight=0.90283795166760583 244.99375611532014 4.9985087043605736 9.4794797974172962 leaf_count=20 2635 99 348 internal_value=0 0.000104228 -0.00196083 internal_weight=0 249.992 10.3823 internal_count=3102 2734 368 is_linear=0 shrinkage=0.00193395 Tree=2430 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=11.5886 15.4619 9.46716 threshold=0.10100500000000003 -0.13058499999999998 0.095880000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015068717296851049 0.0001600983657714676 -0.0001053621593923532 -4.3836544472733892e-05 leaf_weight=31.714529030025005 67.675647720694542 126.33462534763385 38.395187116228044 leaf_count=169 526 2159 246 internal_value=0 -5.39124e-05 8.63103e-05 internal_weight=0 158.049 106.071 internal_count=3100 2328 772 is_linear=0 shrinkage=0.000328318 Tree=2431 num_leaves=4 num_cat=0 split_feature=12 3 15 split_gain=12.1869 16.1536 11.9867 threshold=0.084045000000000022 -0.10075499999999998 0.14927500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.7582795510378521e-05 8.0468804175550765e-05 -0.00018706931298022062 -0.0004221524812205104 leaf_weight=143.26123899687082 44.723157391883433 70.393357690656558 5.7179351095110169 leaf_count=950 329 1744 38 internal_value=0 -8.31527e-05 6.77164e-05 internal_weight=0 115.117 148.979 internal_count=3061 2073 988 is_linear=0 shrinkage=0.000348413 Tree=2432 num_leaves=4 num_cat=0 split_feature=1456 11 3 split_gain=11.2485 11.1959 1.96717 threshold=-1.0000000180025095e-35 0.088315000000000018 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00062755935120511065 0.00017154322546441373 -0.0014801282802819776 -0.0018795761038344755 leaf_weight=0.95968887489288945 231.67450409079902 12.658407650887964 10.30103508196771 leaf_count=6 2697 104 297 internal_value=0 8.53346e-05 -0.00166183 internal_weight=0 244.333 11.2607 internal_count=3104 2801 303 is_linear=0 shrinkage=0.00171729 Tree=2433 num_leaves=4 num_cat=0 split_feature=14 3 15 split_gain=10.4788 11.4008 1.33074 threshold=0.077685000000000018 -0.10075499999999998 -0.14601999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001515546894329037 -0.00017211633153527923 -1.7820216076995251e-05 -0.0004739818465472996 leaf_weight=59.961078904569149 2.7713453099131584 203.17905539204367 5.2318489057943207 leaf_count=366 26 2643 74 internal_value=0 2.08229e-05 -0.000373269 internal_weight=0 263.14 8.00319 internal_count=3109 3009 100 is_linear=0 shrinkage=0.000341582 Tree=2434 num_leaves=4 num_cat=0 split_feature=1 15 51 split_gain=11.3713 11.8693 6.99792 threshold=0.11584000000000001 0.084580000000000016 -0.40548499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.619210947876451e-05 -0.0013604241953721861 -0.0014052303294141498 0.001036601299556962 leaf_weight=181.50747778173536 4.9454628657549611 26.677539980155416 47.082760433666408 leaf_count=1748 46 964 379 internal_value=0 -0.000203567 0.000806324 internal_weight=0 208.185 52.0282 internal_count=3137 2712 425 is_linear=0 shrinkage=0.00193395 Tree=2435 num_leaves=4 num_cat=0 split_feature=4 0 475 split_gain=12.2104 11.9933 0.35656 threshold=0.50673000000000001 -0.10339499999999999 -0.054724999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033360743305318558 0.0012468376072240419 -0.00061392012053039925 0.0021991354514887687 leaf_weight=100.29003698565066 2.8271357901394358 140.32126248069108 8.6684645330533368 leaf_count=559 31 2423 124 internal_value=0 -0.000219006 0.00197922 internal_weight=0 240.611 11.4956 internal_count=3137 2982 155 is_linear=0 shrinkage=0.00209337 Tree=2436 num_leaves=4 num_cat=0 split_feature=3 50 13 split_gain=12.8558 10.7331 5.73963 threshold=0.17769000000000004 0.086500000000000007 -0.52397499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1067564338853678e-05 -0.00030410643663967841 -0.0013276327671754183 0.0022742545572554461 leaf_weight=213.12996129284147 4.3399399705231216 25.871487954864278 12.234520921483634 leaf_count=2383 32 544 111 internal_value=0 -0.000154138 0.00160161 internal_weight=0 239.001 16.5745 internal_count=3070 2927 143 is_linear=0 shrinkage=0.00193395 Tree=2437 num_leaves=4 num_cat=0 split_feature=4 160 40 split_gain=10.2652 9.71408 4.42991 threshold=-0.49977499999999991 -0.40187499999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014304771361997446 -0.0022834089715962629 0.00013512838126335968 -0.0024767801522645274 leaf_weight=4.0150241442024699 7.7168095455272114 230.4572081817314 10.786258891224859 leaf_count=19 247 2690 121 internal_value=0 5.57319e-05 -0.00177038 internal_weight=0 238.174 14.8013 internal_count=3077 2937 140 is_linear=0 shrinkage=0.00213524 Tree=2438 num_leaves=3 num_cat=0 split_feature=1373 151 split_gain=11.1691 11.4737 threshold=0.099250000000000019 -0.52342999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0029076642260922143 -0.0032211242014630005 0.0001025926549690874 leaf_weight=4.7164233764633527 3.8663228992372742 246.74130777735263 leaf_count=54 25 3016 internal_value=0 4.48623e-05 internal_weight=0 251.458 internal_count=3095 3070 is_linear=0 shrinkage=0.00193395 Tree=2439 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=10.8417 13.2382 threshold=1.0000000180025095e-35 0.17769000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.4719679300484259e-05 -0.002132602836288083 0.0016311367184758236 leaf_weight=231.86948968330398 7.705650156363844 16.254329303279519 leaf_count=2928 57 136 internal_value=0 4.70597e-05 internal_weight=0 248.124 internal_count=3121 3064 is_linear=0 shrinkage=0.00182241 Tree=2440 num_leaves=4 num_cat=0 split_feature=376 4 42 split_gain=12.1903 16.4435 4.17914 threshold=1.0000000180025095e-35 -0.49367499999999992 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036914081009049334 -4.5098657595777352e-05 -2.5746849019581203e-06 0.00026447820635692402 leaf_weight=11.718123486265538 4.9850232154130962 233.02277886378579 19.829486375674605 leaf_count=135 20 2806 147 internal_value=0 -2.02865e-05 0.000202364 internal_weight=0 244.741 24.8145 internal_count=3108 2941 167 is_linear=0 shrinkage=0.000303315 Tree=2441 num_leaves=4 num_cat=0 split_feature=4 47 0 split_gain=13.3236 15.4212 12.6788 threshold=0.27150500000000005 0.11939500000000002 -0.10726999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.8191699935318821e-05 0.00022817990838526773 -0.00038400587951693561 -9.0995250403697647e-05 leaf_weight=74.006455423310399 41.740299581550062 5.084346927702426 150.55415450886358 leaf_count=395 352 22 2359 internal_value=0 0.00016095 -3.52266e-05 internal_weight=0 46.8246 224.561 internal_count=3128 374 2754 is_linear=0 shrinkage=0.000334884 Tree=2442 num_leaves=4 num_cat=0 split_feature=52 38 12 split_gain=10.701 10.5936 1.53125 threshold=-0.42985499999999993 0.089560000000000015 -0.07793499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00055354912059664017 0.00024837190816912584 -0.002227900669334149 -0.0020790956156519907 leaf_weight=0.89784020790830155 234.39989926782437 6.8096346091479054 9.5669992160983366 leaf_count=5 2724 55 275 internal_value=0 0.000177463 -0.00184976 internal_weight=0 241.21 10.4648 internal_count=3059 2779 280 is_linear=0 shrinkage=0.00197263 Tree=2443 num_leaves=4 num_cat=0 split_feature=39 42 12 split_gain=12.7485 14.0123 11.8392 threshold=0.0047850000000000011 0.10259500000000001 -0.14256999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3513079490688934e-05 -0.0002231943147785741 -0.00037152199688139501 0.00022473894198609168 leaf_weight=201.95112093689386 8.0990247568115574 13.504760169424115 43.017239312641323 leaf_count=2471 61 272 318 internal_value=0 -3.61344e-05 0.000153434 internal_weight=0 215.456 51.1163 internal_count=3122 2743 379 is_linear=0 shrinkage=0.000341582 Tree=2444 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=16.4402 19.0818 11.9306 threshold=1.0000000180025095e-35 -0.074179999999999982 -0.51586999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030694250598533191 -0.00039294414287192978 6.2423044494560429e-05 7.6493404495137229e-05 leaf_weight=41.408335717394948 7.2970207063481203 32.914673764258623 179.47781543713063 leaf_count=1224 130 338 1374 internal_value=0 -0.000143518 5.79287e-05 internal_weight=0 74.323 186.775 internal_count=3066 1562 1504 is_linear=0 shrinkage=0.000362489 Tree=2445 num_leaves=4 num_cat=0 split_feature=1 42 155 split_gain=14.0903 17.7527 10.7491 threshold=0.10100500000000003 0.085225000000000009 0.11140500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0023469379183504e-05 0.00012237431590046691 -0.00024256965340828271 -0.00039300471134751715 leaf_weight=114.87502509704791 101.1318197408691 42.725001287879422 4.6440266091376534 leaf_count=1328 710 973 78 internal_value=0 -5.85775e-05 9.93553e-05 internal_weight=0 157.6 105.776 internal_count=3089 2301 788 is_linear=0 shrinkage=0.000334884 Tree=2446 num_leaves=4 num_cat=0 split_feature=1 2 4 split_gain=12.7696 12.0966 6.19165 threshold=0.11584000000000001 0.088930000000000023 0.24099500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00088949443639735326 0.00030438679611686804 0.00016653911483567829 0.0018042892857443775 leaf_weight=82.75812961300835 30.316653177142143 122.57188993273303 21.365631393156946 leaf_count=1414 192 1252 238 internal_value=0 -0.000259347 0.000927012 internal_weight=0 205.33 51.6823 internal_count=3096 2666 430 is_linear=0 shrinkage=0.00213524 Tree=2447 num_leaves=4 num_cat=0 split_feature=15 13 12 split_gain=12.3345 14.6356 10.9974 threshold=0.084580000000000016 -0.24921999999999997 0.085845000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00060252644303684239 0.0050919000438268969 -0.0014631889766355355 -0.0004466566759709934 leaf_weight=149.46370894671418 1.5921511612832535 32.309320737724192 69.270799300866202 leaf_count=1089 7 986 954 internal_value=0 -0.00113959 0.000270203 internal_weight=0 33.9015 218.735 internal_count=3036 993 2043 is_linear=0 shrinkage=0.00217794 Tree=2448 num_leaves=4 num_cat=0 split_feature=15 13 1 split_gain=10.6413 14.0052 11.6499 threshold=0.082805000000000004 -0.24921999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010400576359088199 0.00076168693456058357 -0.00021939343260669885 6.9379518213006971e-05 leaf_weight=61.54933612071909 1.6742673646658648 35.627613244228996 169.44506910536438 leaf_count=883 6 1094 1140 internal_value=0 -0.000173211 2.31523e-05 internal_weight=0 37.3019 230.994 internal_count=3123 1100 2023 is_linear=0 shrinkage=0.000341582 Tree=2449 num_leaves=3 num_cat=0 split_feature=1365 52 split_gain=11.4006 10.2883 threshold=0.085225000000000009 -0.51586999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0021893108281884595 -0.0029204511093488573 0.00015321055254446237 leaf_weight=8.0460643765982223 5.3419818542897692 246.93296636093874 leaf_count=222 51 2856 internal_value=0 7.83619e-05 internal_weight=0 254.979 internal_count=3129 3078 is_linear=0 shrinkage=0.00205233 Tree=2450 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=14.5938 15.4614 4.6238 threshold=-0.17030499999999998 0.0047850000000000011 -0.14151499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011062575293593207 -0.00035495059487446472 0.0009457401276737104 0.0019231820460244122 leaf_weight=5.3689380306750563 184.68890753854066 41.828187962528318 18.597411154769361 leaf_count=41 2561 325 125 internal_value=0 -0.000114419 0.00146917 internal_weight=0 226.517 23.9663 internal_count=3052 2886 166 is_linear=0 shrinkage=0.00193395 Tree=2451 num_leaves=4 num_cat=0 split_feature=2 12 52 split_gain=13.7696 15.2903 10.755 threshold=0.089835000000000012 0.081135000000000013 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1018490903509689e-05 -0.00023973864932152973 -0.00021393607962225954 8.5152176523989776e-05 leaf_weight=49.668875337578356 12.868219762342049 61.146358552156016 141.74351279716939 leaf_count=328 252 1376 1140 internal_value=0 -9.9736e-05 5.79578e-05 internal_weight=0 110.815 154.612 internal_count=3096 1704 1392 is_linear=0 shrinkage=0.000341582 Tree=2452 num_leaves=4 num_cat=0 split_feature=52 52 4 split_gain=12.1072 11.875 1.13874 threshold=-0.42985499999999993 -0.048794999999999991 0.043640000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037615384061344653 0.0001208227901345217 -3.3881854217362308e-05 -5.1432136136586011e-05 leaf_weight=10.427648161537943 93.740353978704661 168.03234841558151 1.5414114510640491 leaf_count=249 666 2136 37 internal_value=0 2.15456e-05 -0.000335199 internal_weight=0 261.773 11.9691 internal_count=3088 2802 286 is_linear=0 shrinkage=0.000348413 Tree=2453 num_leaves=3 num_cat=0 split_feature=1375 150 split_gain=11.5878 14.1926 threshold=-0.43271999999999994 0.082085000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0039110034190362646 -0.00026403347885511674 0.00081821577405491084 leaf_weight=2.7647936884313813 190.93010309466626 59.304220738820732 leaf_count=16 2684 393 internal_value=0 -7.29485e-06 internal_weight=0 250.234 internal_count=3093 3077 is_linear=0 shrinkage=0.00193395 Tree=2454 num_leaves=4 num_cat=0 split_feature=15 13 1365 split_gain=10.9073 14.377 10.5032 threshold=0.084580000000000016 -0.24921999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.4479337770463473e-05 0.00082160854292306494 -0.00020818003362407708 -0.0003991208001457855 leaf_weight=223.97531129256822 1.4802456703037012 35.051851319381967 6.0388432350009671 leaf_count=2008 5 1013 58 internal_value=0 -0.000164071 3.26444e-05 internal_weight=0 36.5321 230.014 internal_count=3084 1018 2066 is_linear=0 shrinkage=0.000334884 Tree=2455 num_leaves=4 num_cat=0 split_feature=15 4 4 split_gain=13.1067 17.9566 13.9252 threshold=0.084050000000000014 0.17888000000000001 -0.49096999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029216825947705051 -0.000293727512996982 0.00040117580060641448 5.2494017741831654e-05 leaf_weight=15.156150832772253 31.568387794075534 5.1641049161553374 209.3389659752138 leaf_count=146 1030 17 1895 internal_value=0 -0.000195111 2.90911e-05 internal_weight=0 36.7325 224.495 internal_count=3088 1047 2041 is_linear=0 shrinkage=0.000348413 Tree=2456 num_leaves=4 num_cat=0 split_feature=51 376 43 split_gain=10.7727 11.9305 0.0748918 threshold=-0.40548499999999993 1.0000000180025095e-35 -0.085894999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051026627814985926 -1.3014081525845149e-05 0.00024408776293819326 -0.0003726220202543863 leaf_weight=2.0401926934719086 231.87651993171312 23.049766571260989 4.7740286802873007 leaf_count=25 2784 156 92 internal_value=0 1.03293e-05 -0.000421416 internal_weight=0 254.926 6.81422 internal_count=3057 2940 117 is_linear=0 shrinkage=0.000341582 Tree=2457 num_leaves=4 num_cat=0 split_feature=376 50 4 split_gain=11.1407 13.5459 3.10535 threshold=0.048375000000000008 0.083800000000000013 -0.10018999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1762226197571778e-05 0.0004089568070465145 -0.00023919606352761023 0.00014745362373501942 leaf_weight=219.23988643684424 8.4172323159873503 27.021502592135221 16.236026884056628 leaf_count=2350 37 550 131 internal_value=0 -6.96761e-06 0.000238183 internal_weight=0 246.261 24.6533 internal_count=3068 2900 168 is_linear=0 shrinkage=0.000348413 Tree=2458 num_leaves=4 num_cat=0 split_feature=147 159 0 split_gain=10.6147 10.9129 4.7717 threshold=0.087265000000000023 -0.032069999999999994 -0.091914999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014711411319628764 0.0017788309032502302 6.0606014577640082e-05 -0.00013033581614663311 leaf_weight=18.826320633525029 18.072947597131137 213.57831769273616 6.6806245334446421 leaf_count=416 83 2540 75 internal_value=0 -6.41244e-05 0.00126531 internal_weight=0 232.405 24.7536 internal_count=3114 2956 158 is_linear=0 shrinkage=0.00193395 Tree=2459 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=16.3048 12.8528 11.7706 threshold=0.099515000000000006 -0.49367499999999992 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043316471738729241 -0.00035298601675058422 -5.9215825027683224e-05 0.00010676866637838328 leaf_weight=10.556074015796183 6.2614878593012682 140.01423056854401 104.04779744986445 leaf_count=92 112 2158 701 internal_value=0 -8.57348e-05 8.03401e-05 internal_weight=0 150.57 110.309 internal_count=3063 2250 813 is_linear=0 shrinkage=0.000328318 Tree=2460 num_leaves=4 num_cat=0 split_feature=484 150 453 split_gain=10.7704 12.5849 11.6941 threshold=-1.0000000180025095e-35 0.097030000000000019 0.086795000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022119538794580112 0.00020528783027730355 0.0018775302296618946 -0.0024910611706713665 leaf_weight=17.987096763681624 220.61436587781645 4.1424715090543023 7.4737033396959296 leaf_count=490 2529 18 53 internal_value=0 -0.00144084 0.000115758 internal_weight=0 22.1296 228.088 internal_count=3090 508 2582 is_linear=0 shrinkage=0.00213524 Tree=2461 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=12.8363 15.2493 9.68611 threshold=0.10100500000000003 0.11456500000000001 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9739477731344925e-05 -0.00027326726987432281 0.00032421751806010465 0.00012213346869774513 leaf_weight=147.42020041076466 7.0577086871489874 10.7015577070415 98.729845872148871 leaf_count=2242 93 32 677 internal_value=0 -5.21899e-05 9.54929e-05 internal_weight=0 158.122 105.788 internal_count=3044 2274 770 is_linear=0 shrinkage=0.000328318 Tree=2462 num_leaves=4 num_cat=0 split_feature=123 133 133 split_gain=12.6607 13.4154 11.3589 threshold=1.0000000180025095e-35 -0.0019149999999999998 0.10635000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.0172725855101488e-05 -0.0003195860910597187 0.00028124238934119455 -0.00033974893161773176 leaf_weight=210.85344197077211 4.8437247890979078 26.533302029594779 13.14692467288114 leaf_count=2391 34 222 420 internal_value=0 0.000187685 -3.90895e-05 internal_weight=0 31.377 224 internal_count=3067 256 2811 is_linear=0 shrinkage=0.000334884 Tree=2463 num_leaves=4 num_cat=0 split_feature=480 41 12 split_gain=10.4782 9.40884 0.786135 threshold=0.08598500000000002 0.083270000000000011 -0.05670999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015406865567511743 -0.00057735444720222314 -0.0016109704560648282 -0.0025384975431038187 leaf_weight=234.30696867976803 1.065911346580833 13.339057441800831 7.0713000160176289 leaf_count=2774 12 118 193 internal_value=0 5.83126e-05 -0.00229293 internal_weight=0 247.646 8.13721 internal_count=3097 2892 205 is_linear=0 shrinkage=0.00205233 Tree=2464 num_leaves=4 num_cat=0 split_feature=376 457 3 split_gain=11.7546 12.0771 1.83655 threshold=0.048375000000000008 0.079930000000000015 -0.010514999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7177216849468679e-05 0.00031980031839032861 0.00016632885951659953 0.00012336347472800124 leaf_weight=203.69006441044621 14.335723373107614 38.075974054634571 9.9870218541473132 leaf_count=2716 86 214 77 internal_value=0 -1.34905e-05 0.000240077 internal_weight=0 241.766 24.3227 internal_count=3093 2930 163 is_linear=0 shrinkage=0.000348413 Tree=2465 num_leaves=4 num_cat=0 split_feature=1 3 484 split_gain=14.3465 19.6353 9.77481 threshold=0.10100500000000003 -0.11550499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014375585974689436 -0.00024755100395239645 -0.00013834974963859771 0.00011960244013566042 leaf_weight=37.330894791521132 9.157117313705383 124.56149564357474 97.739927696064115 leaf_count=199 75 2145 712 internal_value=0 -7.32444e-05 8.79249e-05 internal_weight=0 161.892 106.897 internal_count=3131 2344 787 is_linear=0 shrinkage=0.000341582 Tree=2466 num_leaves=4 num_cat=0 split_feature=52 132 376 split_gain=11.3487 11.3095 10.9044 threshold=-0.24600999999999998 0.093105000000000007 0.048375000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022136017008299955 -2.9339018310925162e-05 0.002745334225291426 0.0015007742785206131 leaf_weight=15.915970664238559 211.54167469218373 2.2083803918212643 22.47731888666749 leaf_count=324 2570 26 156 internal_value=0 -0.00159623 0.000118274 internal_weight=0 18.1244 234.019 internal_count=3076 350 2726 is_linear=0 shrinkage=0.00209337 Tree=2467 num_leaves=4 num_cat=0 split_feature=13 39 13 split_gain=10.6261 10.7513 4.92144 threshold=-0.17030499999999998 0.0095750000000000019 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.6178233248920776e-05 -5.962761252376154e-05 0.00014052408476250081 0.00029330377565626602 leaf_weight=5.9987432435154942 194.72991758049466 42.947404655627906 21.714246369898319 leaf_count=37 2603 319 142 internal_value=0 -2.34118e-05 0.000213341 internal_weight=0 237.677 27.713 internal_count=3101 2922 179 is_linear=0 shrinkage=0.000362489 Tree=2468 num_leaves=4 num_cat=0 split_feature=1 52 4 split_gain=10.4509 11.9466 5.07243 threshold=0.12700000000000003 0.12514000000000003 -0.35377499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.40129750992594e-05 -0.00078855813000652645 -0.001376440159489407 0.001269287751046598 leaf_weight=202.6042508786777 4.4098682552576092 22.751832771813497 25.722425308078527 leaf_count=2416 23 421 252 internal_value=0 -0.000152178 0.000966317 internal_weight=0 225.356 30.1323 internal_count=3112 2837 275 is_linear=0 shrinkage=0.00178667 Tree=2469 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=13.9047 13.3608 11.5814 threshold=0.10423500000000001 -0.10075499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9933380479513409e-05 0.00016090371040892938 -0.00010392478164186585 -6.2809606908929323e-05 leaf_weight=44.285736717283726 67.446239689365029 124.23076923238114 31.01225643325597 leaf_count=299 523 2092 189 internal_value=0 -5.29534e-05 9.04476e-05 internal_weight=0 168.517 98.4585 internal_count=3103 2391 712 is_linear=0 shrinkage=0.000303315 Tree=2470 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=12.3814 15.4299 14.9316 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015041094867621987 -0.0016403420312742251 0.00047434227799622776 0.00045197118118030081 leaf_weight=45.324984221719205 16.300914458930492 27.80070334346965 167.43284135265276 leaf_count=1422 165 159 1359 internal_value=0 -0.000752372 0.000265455 internal_weight=0 73.1257 183.734 internal_count=3105 1581 1524 is_linear=0 shrinkage=0.00209337 Tree=2471 num_leaves=4 num_cat=0 split_feature=41 49 48 split_gain=11.0894 11.0359 0.997177 threshold=0.087145000000000014 -0.24639999999999998 0.08593000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0030419783952637348 -0.0015795686606159707 0.00025334452856089109 -0.0030815653569915094 leaf_weight=5.2226132517680517 5.9695694735273701 239.39314555609599 4.1688109301030636 leaf_count=39 62 2958 30 internal_value=0 0.000181629 -0.00222409 internal_weight=0 244.616 10.1384 internal_count=3089 2997 92 is_linear=0 shrinkage=0.00226593 Tree=2472 num_leaves=4 num_cat=0 split_feature=403 160 475 split_gain=12.9685 12.3519 7.61672 threshold=-1.0000000180025095e-35 -0.25833999999999996 -0.086424999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0035188891520613452 -0.0027715992598537471 0.00033511526651396333 -0.0019766633214161979 leaf_weight=1.5203162971884037 7.8687474606558672 218.37419022014365 23.56012614024803 leaf_count=4 221 2118 736 internal_value=0 0.000225746 -0.00162938 internal_weight=0 226.243 25.0804 internal_count=3079 2339 740 is_linear=0 shrinkage=0.00245272 Tree=2473 num_leaves=4 num_cat=0 split_feature=42 1365 1 split_gain=14.2185 12.1814 10.8374 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034671414988184714 5.1666198275594324e-05 -0.00042150747409955822 -4.4977753907372704e-06 leaf_weight=19.610904406057671 218.92299631866626 5.9148709280416361 20.188383173197508 leaf_count=623 2205 61 211 internal_value=0 3.90147e-05 -0.000173623 internal_weight=0 224.838 39.7993 internal_count=3100 2266 834 is_linear=0 shrinkage=0.000328318 Tree=2474 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=9.75106 14.1429 10.9182 threshold=0.10100500000000003 0.091840000000000019 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021556788411509944 0.00093662518651575224 -0.0022199043391957067 -0.00070301599020393174 leaf_weight=131.09895843931008 66.90455939155072 20.860629430273548 30.174753223545849 leaf_count=1865 560 457 205 internal_value=0 -0.00049215 0.00042676 internal_weight=0 151.96 97.0793 internal_count=3087 2322 765 is_linear=0 shrinkage=0.00226593 Tree=2475 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=10.3918 12.8789 threshold=-0.52342999999999995 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0029173226949182549 -0.00011361991702254447 0.0010882545420925268 leaf_weight=4.2962346649728707 208.8125356194796 39.568754306063056 leaf_count=48 2712 334 internal_value=0 7.82506e-05 internal_weight=0 248.381 internal_count=3094 3046 is_linear=0 shrinkage=0.00193395 Tree=2476 num_leaves=4 num_cat=0 split_feature=484 1 123 split_gain=14.9081 12.737 5.85054 threshold=-1.0000000180025095e-35 0.10113500000000002 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032313453257467228 -4.107327962591306e-05 0.00011592474690550436 0.00032656064947064013 leaf_weight=19.426209225784991 146.44967931462452 95.747251238673925 1.5999039094895113 leaf_count=495 1883 727 10 internal_value=0 2.10173e-05 -0.00027223 internal_weight=0 242.197 21.0261 internal_count=3115 2610 505 is_linear=0 shrinkage=0.000334884 Tree=2477 num_leaves=4 num_cat=0 split_feature=128 472 2 split_gain=11.4661 10.0212 1.81341 threshold=0.085185000000000025 -1.0000000180025095e-35 0.11342000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003714990572129063 -0.00040596512202037232 2.421722003564971e-05 -3.2303974450198218e-05 leaf_weight=6.7068644016981116 7.9604805607814324 239.99969880480785 1.6392798963934181 leaf_count=149 199 2701 22 internal_value=0 1.32958e-05 -0.000343266 internal_weight=0 246.707 9.59976 internal_count=3071 2850 221 is_linear=0 shrinkage=0.00032188 Tree=2478 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=11.0938 11.8617 11.2254 threshold=0.10100500000000003 -0.23031999999999997 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022627755643808719 -0.00039895456080034152 -9.6264506350710464e-05 0.0001204891597920375 leaf_weight=16.639934315346181 5.68832211382687 142.04712369351182 95.947697510942817 leaf_count=61 96 2246 674 internal_value=0 -6.2307e-05 9.10101e-05 internal_weight=0 158.687 101.636 internal_count=3077 2307 770 is_linear=0 shrinkage=0.000362489 Tree=2479 num_leaves=4 num_cat=0 split_feature=0 0 14 split_gain=10.8787 23.9444 20.0879 threshold=-0.10726999999999999 -0.075534999999999977 -0.10523499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047569651017607956 -0.0002170253048538434 5.2983705654946738e-05 0.00013532750165251651 leaf_weight=6.8994917580857864 64.289810009999201 104.57738598808646 95.851385445334017 leaf_count=53 1555 990 521 internal_value=0 -4.98877e-05 9.38255e-05 internal_weight=0 168.867 102.751 internal_count=3119 2545 574 is_linear=0 shrinkage=0.000348413 Tree=2480 num_leaves=4 num_cat=0 split_feature=2 14 1 split_gain=11.9129 11.0092 1.36615 threshold=0.14744000000000002 0.077685000000000018 0.11663000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5802507487115433e-05 9.8873964225734156e-05 -0.00046161627120784278 0.00034597842348088576 leaf_weight=239.37708842672873 3.8272460643202058 7.0948273455724111 12.064053831622003 leaf_count=2885 31 101 110 internal_value=0 -2.88393e-05 0.000287574 internal_weight=0 246.472 15.8913 internal_count=3127 2986 141 is_linear=0 shrinkage=0.000355382 Tree=2481 num_leaves=4 num_cat=0 split_feature=2 16 52 split_gain=13.6493 17.2797 14.1997 threshold=0.092120000000000021 -0.15336499999999997 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016297612389719977 -0.00027653763544617277 -0.00014997729499202506 0.0001049368838570665 leaf_weight=25.682329370640218 12.457875480875371 102.04621182032861 121.09654645808041 leaf_count=198 222 1680 985 internal_value=0 -8.69642e-05 6.91513e-05 internal_weight=0 127.729 133.554 internal_count=3085 1878 1207 is_linear=0 shrinkage=0.000341582 Tree=2482 num_leaves=4 num_cat=0 split_feature=51 1 1 split_gain=11.8048 13.375 0.24927 threshold=-0.39874999999999999 0.10113500000000002 0.13522500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003746298709561236 -5.9162639075619966e-05 0.00010473684239326617 -0.00055012019876172667 leaf_weight=4.7517281831242135 154.33345704490785 93.008586125448346 2.3602501824498177 leaf_count=104 2223 710 15 internal_value=0 2.48836e-06 -0.000440494 internal_weight=0 247.342 7.11198 internal_count=3052 2933 119 is_linear=0 shrinkage=0.000341582 Tree=2483 num_leaves=4 num_cat=0 split_feature=14 13 16 split_gain=10.758 11.3827 1.03773 threshold=0.077685000000000018 -0.09194999999999999 -0.15595499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014794167181058002 -0.00020615278437119853 -2.5975798413379171e-05 -0.00047264496655911528 leaf_weight=55.380219348240644 2.8796818628907204 210.23861963907257 5.356178402900694 leaf_count=422 36 2618 73 internal_value=0 1.03322e-05 -0.00038348 internal_weight=0 265.619 8.23586 internal_count=3149 3040 109 is_linear=0 shrinkage=0.000341582 Tree=2484 num_leaves=3 num_cat=0 split_feature=1212 158 split_gain=9.64556 10.0086 threshold=-1.0000000180025095e-35 0.11015500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0022811659372622656 0.00019124658948674436 -0.002249618846138151 leaf_weight=7.1534470105543724 237.02491322474089 7.181791224051266 leaf_count=232 2683 139 internal_value=0 0.000118466 internal_weight=0 244.207 internal_count=3054 2822 is_linear=0 shrinkage=0.00205233 Tree=2485 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=12.4326 12.1976 threshold=-0.094679999999999986 0.082085000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.002679477095257809 -0.00016862126421085939 0.00084958785282314398 leaf_weight=6.02188641950488 194.20877614279743 53.950685566291213 leaf_count=48 2699 357 internal_value=0 5.30241e-05 internal_weight=0 248.159 internal_count=3104 3056 is_linear=0 shrinkage=0.00189603 Tree=2486 num_leaves=4 num_cat=0 split_feature=123 130 133 split_gain=10.2669 11.1426 9.91246 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0376407658446988e-05 -0.0017960574410407616 -0.0023493740040047002 0.0016141503624755161 leaf_weight=211.80011822120287 4.4505950510501888 10.238392992876468 26.6573027651757 leaf_count=2457 34 392 239 internal_value=0 -0.000186133 0.00112156 internal_weight=0 222.039 31.1079 internal_count=3122 2849 273 is_linear=0 shrinkage=0.00213524 Tree=2487 num_leaves=4 num_cat=0 split_feature=15 13 52 split_gain=10.7514 14.1389 11.819 threshold=0.079530000000000017 -0.24921999999999997 -0.42985499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0024747508692934224 0.0049371756545504211 -0.0015224364446402476 0.00021519264333824575 leaf_weight=9.0090782323386502 1.7936845552176226 37.615579760633409 201.16651735990308 leaf_count=250 9 1147 1680 internal_value=0 -0.00121528 9.86332e-05 internal_weight=0 39.4093 210.176 internal_count=3086 1156 1930 is_linear=0 shrinkage=0.00231125 Tree=2488 num_leaves=4 num_cat=0 split_feature=2 38 4 split_gain=10.585 14.3337 0.925604 threshold=0.14808000000000002 0.10386000000000002 0.065755000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011070969897145934 0.0021711189689745019 -0.0040802398673217841 0.0010440588929579084 leaf_weight=236.19572358508594 8.540149085223673 4.2834600075148037 6.3812849503010503 leaf_count=2964 61 32 80 internal_value=0 -0.000183282 0.00170049 internal_weight=0 240.479 14.9214 internal_count=3137 2996 141 is_linear=0 shrinkage=0.00217794 Tree=2489 num_leaves=4 num_cat=0 split_feature=1 133 0 split_gain=15.4828 11.5453 10.3399 threshold=0.10100500000000003 0.10681500000000001 -0.19261999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.720176100523858e-05 -0.00015251254093394433 -0.0004322428900428234 0.00015224197117744292 leaf_weight=147.78248365293257 16.651615370996296 10.428430752363054 87.593164563179016 leaf_count=1924 85 385 693 internal_value=0 -7.28694e-05 0.00010345 internal_weight=0 158.211 104.245 internal_count=3087 2309 778 is_linear=0 shrinkage=0.000355382 Tree=2490 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=12.6502 17.9985 14.982 threshold=-0.10075499999999998 -0.069574999999999984 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015869904438782505 -0.0014523793609677242 7.9305108361863631e-05 -0.00073328717330024547 leaf_weight=40.763218406587839 52.672351337503642 133.877385846572 20.601553843356669 leaf_count=255 1656 996 177 internal_value=0 -0.000353778 0.000808104 internal_weight=0 186.55 61.3648 internal_count=3084 2652 432 is_linear=0 shrinkage=0.0022215 Tree=2491 num_leaves=4 num_cat=0 split_feature=2 457 1 split_gain=11.9655 12.7495 2.17795 threshold=0.14780500000000005 0.069705000000000003 0.10954500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5110936412657503e-05 4.8378821510731603e-05 0.00013616659542472624 0.00035028126353019151 leaf_weight=201.70936832565349 3.6869933474808922 44.776988578960299 11.85156832076609 leaf_count=2689 30 263 110 internal_value=0 -2.85014e-05 0.000279504 internal_weight=0 246.486 15.5386 internal_count=3092 2952 140 is_linear=0 shrinkage=0.000341582 Tree=2492 num_leaves=4 num_cat=0 split_feature=484 4 150 split_gain=12.9886 11.9317 9.55917 threshold=-0.0048899999999999994 0.27150500000000005 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036262782823908677 -1.6833534560630942e-06 0.00020233405867552649 0.00024365525853883277 leaf_weight=17.042457204777751 196.34995009959675 42.181488370522857 3.7857667990028849 leaf_count=450 2242 358 19 internal_value=0 3.44727e-05 -0.000251715 internal_weight=0 238.531 20.8282 internal_count=3069 2600 469 is_linear=0 shrinkage=0.000348413 Tree=2493 num_leaves=4 num_cat=0 split_feature=4 150 11 split_gain=11.1671 16.4232 14.344 threshold=0.24099500000000004 -1.0000000180025095e-35 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.0078553453300941e-06 -0.00037519789883870959 0.0002020768261899985 -0.00039166111828896919 leaf_weight=191.42600979690906 5.8398233465850344 49.912365361116827 10.761609221808611 leaf_count=2505 33 397 130 internal_value=0 0.000140979 -2.48464e-05 internal_weight=0 55.7522 202.188 internal_count=3065 430 2635 is_linear=0 shrinkage=0.000328318 Tree=2494 num_leaves=4 num_cat=0 split_feature=1 0 453 split_gain=10.7285 11.1245 8.95721 threshold=0.10423500000000001 -0.13112499999999996 0.091855000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051415496356356808 0.00065589922383276584 -0.00056920323800826902 -0.0017875488840210659 leaf_weight=45.268716534599662 90.169389551505446 117.65860954066738 5.3933448866009703 leaf_count=249 695 2166 28 internal_value=0 -0.00026805 0.000516066 internal_weight=0 162.927 95.5627 internal_count=3138 2415 723 is_linear=0 shrinkage=0.00185885 Tree=2495 num_leaves=4 num_cat=0 split_feature=1 3 482 split_gain=11.5375 14.8418 9.887 threshold=0.089075000000000015 -0.11550499999999998 0.09796500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013780749122812812 8.0857714885429352e-05 -0.00016123884204691569 -0.00040870061466575212 leaf_weight=27.866002903319895 148.30580017901957 83.603652497986332 5.2897115005180231 leaf_count=162 1136 1715 66 internal_value=0 -8.64178e-05 6.37123e-05 internal_weight=0 111.47 153.596 internal_count=3079 1877 1202 is_linear=0 shrinkage=0.000355382 Tree=2496 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=11.6096 18.4207 13.6385 threshold=-0.018054999999999998 1.0000000180025095e-35 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020904774853552628 -0.00012857568172744904 9.6068739659519233e-06 0.00021873239798086557 leaf_weight=50.141456553945318 15.63960926607251 162.20068783359602 39.536590598523617 leaf_count=1485 143 1282 217 internal_value=0 -4.21081e-05 0.000120227 internal_weight=0 212.342 55.1762 internal_count=3127 2767 360 is_linear=0 shrinkage=0.000315569 Tree=2497 num_leaves=4 num_cat=0 split_feature=1 43 0 split_gain=12.0651 11.2343 10.9743 threshold=0.10100500000000003 -0.59779499999999997 -0.19261999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015774964730811416 -0.00018836344413316968 -7.8812742172356995e-05 0.00014550772836857386 leaf_weight=0.47289641201496024 16.528638551011682 154.42074561724439 88.566411418840289 leaf_count=2 89 2279 691 internal_value=0 -7.26201e-05 9.28541e-05 internal_weight=0 154.894 105.095 internal_count=3061 2281 780 is_linear=0 shrinkage=0.000377134 Tree=2498 num_leaves=4 num_cat=0 split_feature=147 0 0 split_gain=10.5785 13.099 4.26654 threshold=0.088565000000000019 -0.074479999999999977 -0.092134999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048524950570120703 0.002154476357254036 0.00055979980764262231 2.1898240670215235e-05 leaf_weight=139.38118933525402 14.35433832742274 89.832501264754683 6.0759810879826537 leaf_count=2053 70 871 60 internal_value=0 -7.56047e-05 0.00152382 internal_weight=0 229.214 20.4303 internal_count=3054 2924 130 is_linear=0 shrinkage=0.00213524 Tree=2499 num_leaves=4 num_cat=0 split_feature=4 1374 1 split_gain=12.2052 10.7198 0.697047 threshold=0.50673000000000001 0.09309000000000002 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4403090229959449e-05 0.00019090609813088717 -0.00047706023726727361 0.00037917174104786297 leaf_weight=243.95989353372715 4.0711884424090377 6.651229207403957 9.4977945517748577 leaf_count=2895 23 47 140 internal_value=0 -2.68896e-05 0.00032471 internal_weight=0 250.611 13.569 internal_count=3105 2942 163 is_linear=0 shrinkage=0.000362489 Tree=2500 num_leaves=4 num_cat=0 split_feature=1 42 0 split_gain=12.3053 14.1557 9.54486 threshold=0.10384000000000002 0.084050000000000014 -0.19261999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1240554470337463e-05 -0.00017492624450397742 -0.00020727238615645123 0.00014153684085639688 leaf_weight=115.86651316541247 13.293827745132146 52.084581000497565 84.930048969574273 leaf_count=1269 69 1134 649 internal_value=0 -5.66171e-05 9.85556e-05 internal_weight=0 167.951 98.2239 internal_count=3121 2403 718 is_linear=0 shrinkage=0.000348413 Tree=2501 num_leaves=4 num_cat=0 split_feature=123 130 42 split_gain=11.8048 9.85077 8.06044 threshold=1.0000000180025095e-35 0.079100000000000018 -0.084814999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9804972635240031e-05 -0.0002158244523676342 -0.00036119191203724821 0.00024362080719578255 leaf_weight=217.65678953472525 4.9291830323636523 9.7997355952393246 29.080655442550778 leaf_count=2446 25 352 249 internal_value=0 -3.46838e-05 0.000176542 internal_weight=0 227.457 34.0098 internal_count=3072 2798 274 is_linear=0 shrinkage=0.000334884 Tree=2502 num_leaves=4 num_cat=0 split_feature=4 0 2 split_gain=10.8006 11.0634 3.83606 threshold=-0.49367499999999992 -0.0013399999999999998 0.10644500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002404206594620545 4.6443134030580365e-05 0.0014246503343005124 0.00013076208918361159 leaf_weight=10.351965758949516 211.506098523736 31.669100879691541 3.8668729197233906 leaf_count=107 2771 182 40 internal_value=0 0.000226502 -0.00171918 internal_weight=0 243.175 14.2188 internal_count=3100 2953 147 is_linear=0 shrinkage=0.00217794 Tree=2503 num_leaves=4 num_cat=0 split_feature=52 14 151 split_gain=12.4113 10.4321 6.80513 threshold=0.17160000000000003 0.07802000000000002 -0.065369999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012666519928744823 0.00083035396626834695 -0.0023628605571251846 -0.0020098540728207483 leaf_weight=227.89581310551148 3.3741416628472534 5.6188165284693232 14.986952345352618 leaf_count=2623 30 80 331 internal_value=0 6.56586e-05 -0.00148605 internal_weight=0 233.515 18.3611 internal_count=3064 2703 361 is_linear=0 shrinkage=0.00182241 Tree=2504 num_leaves=4 num_cat=0 split_feature=1 457 13 split_gain=12.9359 11.5734 3.15292 threshold=0.12263000000000002 0.069705000000000003 -0.059954999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.750694461291618e-05 0.00029292038915951257 0.00012729628966412759 9.3092399609843191e-05 leaf_weight=185.11986635869835 16.122919483110309 40.782903611660004 23.80167552176863 leaf_count=2597 177 240 148 internal_value=0 -4.04885e-05 0.000174383 internal_weight=0 225.903 39.9246 internal_count=3162 2837 325 is_linear=0 shrinkage=0.000348413 Tree=2505 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=13.6359 31.0003 16.0358 threshold=-0.074249999999999997 -0.098429999999999976 -0.067199999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027320100253200639 0.0017796120946977571 -0.0019712400242302302 -0.00017593296932015442 leaf_weight=109.03723462903872 42.161281773587689 49.705636881175451 51.897906081285328 leaf_count=683 360 1519 548 internal_value=0 -0.000430473 0.000701698 internal_weight=0 158.743 94.0592 internal_count=3110 2202 908 is_linear=0 shrinkage=0.00235748 Tree=2506 num_leaves=4 num_cat=0 split_feature=14 1 15 split_gain=11.5341 11.0243 1.30921 threshold=0.073890000000000011 1.0000000180025095e-35 -0.14701499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061868353722134431 -0.00097236863575973591 0.00038941761565482321 -0.002921103878665792 leaf_weight=72.256021325360052 2.3753155246376991 177.96981188002974 6.4731694515794498 leaf_count=1558 23 1438 96 internal_value=0 9.81685e-05 -0.00241667 internal_weight=0 250.226 8.84848 internal_count=3115 2996 119 is_linear=0 shrinkage=0.00217794 Tree=2507 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=9.8341 11.0614 threshold=0.099250000000000019 -0.10643499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00059691166449816178 -0.0035648400033089739 -0.00040117740165032857 leaf_weight=97.577185153029859 4.1137308608740559 150.88881464931183 leaf_count=575 26 2492 internal_value=0 -9.11708e-06 internal_weight=0 248.466 internal_count=3093 3067 is_linear=0 shrinkage=0.00231125 Tree=2508 num_leaves=4 num_cat=0 split_feature=15 130 1 split_gain=13.03 10.3736 9.36895 threshold=0.084050000000000014 0.084355000000000027 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3511833382452291e-05 -0.00030588811619125246 -0.00030882260479708068 8.827050786567041e-05 leaf_weight=214.37818499887362 26.049821465741843 10.35553079494275 10.684437252581118 leaf_count=1844 1024 204 53 internal_value=0 3.66703e-05 -0.000191324 internal_weight=0 224.734 36.7343 internal_count=3125 2048 1077 is_linear=0 shrinkage=0.000355382 Tree=2509 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=10.9263 11.5631 threshold=0.084955000000000017 0.17769000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.4421910645821552e-05 -0.0026045034703602154 0.0019590656485220176 leaf_weight=232.22832340572495 6.7287955265492192 14.719206595793365 leaf_count=2909 49 126 internal_value=0 0.000131167 internal_weight=0 246.948 internal_count=3084 3035 is_linear=0 shrinkage=0.00213524 Tree=2510 num_leaves=3 num_cat=0 split_feature=1373 12 split_gain=10.2182 11.5323 threshold=0.09586500000000002 0.040165000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00047528673923576489 -0.0028373088099101075 -0.00032404592595632639 leaf_weight=126.38182802312076 4.1032518222928038 122.91344760474749 leaf_count=786 26 2269 internal_value=0 8.12123e-05 internal_weight=0 249.295 internal_count=3081 3055 is_linear=0 shrinkage=0.00185885 Tree=2511 num_leaves=4 num_cat=0 split_feature=14 1456 48 split_gain=11.2119 10.6422 0.879705 threshold=0.073890000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4398525246840778e-05 -0.00052489217076292214 -0.00032721990338498749 -0.00028367246794722622 leaf_weight=246.64011398539878 2.7399669587612152 8.7685460470383969 4.6191103300079694 leaf_count=2719 18 255 84 internal_value=0 1.21889e-05 -0.000380005 internal_weight=0 255.409 7.35908 internal_count=3076 2974 102 is_linear=0 shrinkage=0.000315569 Tree=2512 num_leaves=4 num_cat=0 split_feature=156 1 12 split_gain=10.5201 10.6492 0.531011 threshold=0.11896500000000002 1.0000000180025095e-35 0.082730000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053560572099060596 -0.0033029266068868258 0.00037324663539578773 -0.0018891882551888709 leaf_weight=69.591570151038468 2.6385594867169848 178.9048866792582 2.7948538665659726 leaf_count=1539 24 1441 73 internal_value=0 0.000118595 -0.00262855 internal_weight=0 248.496 5.43341 internal_count=3077 2980 97 is_linear=0 shrinkage=0.00197263 Tree=2513 num_leaves=3 num_cat=0 split_feature=46 0 split_gain=9.85081 11.1076 threshold=0.081930000000000017 -0.10726999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00062734701530721155 -0.0024083242830417097 -0.00029898099657800666 leaf_weight=90.438818632625043 7.2662939876317969 151.75066267210059 leaf_count=527 52 2514 internal_value=0 4.70601e-05 internal_weight=0 242.189 internal_count=3093 3041 is_linear=0 shrinkage=0.00209337 Tree=2514 num_leaves=4 num_cat=0 split_feature=1 39 3 split_gain=15.9983 14.0195 10.4325 threshold=0.076845000000000011 0.0047850000000000011 0.11456500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021968599591301114 -2.0425010595749692e-05 0.00023161974756711142 0.00027181087485908328 leaf_weight=64.100558108533733 142.72130016982555 38.139507495798171 6.4068216420710078 leaf_count=1545 1194 298 18 internal_value=0 3.2836e-05 -0.000174665 internal_weight=0 180.861 70.5074 internal_count=3055 1492 1563 is_linear=0 shrinkage=0.000369739 Tree=2515 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=12.5712 19.046 11.1484 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014750170284650208 0.00016106009354001924 -0.00012372044153706886 -7.2583775704946843e-05 leaf_weight=37.899067763239145 73.515137786976993 122.96684240107425 33.165886369533837 leaf_count=208 579 2125 203 internal_value=0 -5.97639e-05 8.8423e-05 internal_weight=0 160.866 106.681 internal_count=3115 2333 782 is_linear=0 shrinkage=0.000334884 Tree=2516 num_leaves=4 num_cat=0 split_feature=158 0 42 split_gain=9.71667 10.5737 0.139348 threshold=0.11034000000000001 -0.074479999999999977 0.083315000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026736301140158417 -0.0029479026478687084 0.00064916886232372457 -0.0020787154962330586 leaf_weight=153.38019211555365 2.5314766876399508 91.547946736449376 4.6496395701542497 leaf_count=2089 34 868 103 internal_value=0 7.53535e-05 -0.00242567 internal_weight=0 244.928 7.18112 internal_count=3094 2957 137 is_linear=0 shrinkage=0.00213524 Tree=2517 num_leaves=4 num_cat=0 split_feature=2 14 3 split_gain=10.3007 11.1246 0.126642 threshold=0.15412000000000003 0.077685000000000018 -0.052554999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9773218798747095e-06 0.00036758175188845044 -0.00040334804722038509 0.00027297707035399573 leaf_weight=248.25386154209264 4.2331225536763668 7.2575056711211792 7.1995681021362525 leaf_count=2903 19 99 85 internal_value=0 -5.82067e-06 0.000311231 internal_weight=0 255.511 11.4327 internal_count=3106 3002 104 is_linear=0 shrinkage=0.000328318 Tree=2518 num_leaves=4 num_cat=0 split_feature=123 50 133 split_gain=11.0869 11.6412 9.47608 threshold=1.0000000180025095e-35 0.10114000000000002 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4480129109808662e-06 -0.00025294535509173181 -0.0003051408568997002 0.00026314679438505482 leaf_weight=213.3676045271568 4.6035673581063774 15.599103454733266 26.441104646772146 leaf_count=2510 35 357 227 internal_value=0 -2.69366e-05 0.000185982 internal_weight=0 228.967 31.0447 internal_count=3129 2867 262 is_linear=0 shrinkage=0.000334884 Tree=2519 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=12.7169 13.3103 threshold=-0.41845999999999994 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0024575802024721771 0.012080886348106225 8.0968371097203112e-05 leaf_weight=10.696189057547597 0.38284550607204337 236.02113661076874 leaf_count=304 3 2764 internal_value=0 0.000106112 internal_weight=0 236.404 internal_count=3071 2767 is_linear=0 shrinkage=0.00231125 Tree=2520 num_leaves=3 num_cat=0 split_feature=160 1375 split_gain=11.7658 10.3396 threshold=-0.40187499999999993 -0.43271999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041586419565581073 -0.00059944700493064782 2.5600636945042918e-05 leaf_weight=8.4073776039294881 3.413669526576995 255.058894994203 leaf_count=238 18 2836 internal_value=0 1.70896e-05 internal_weight=0 258.473 internal_count=3092 2854 is_linear=0 shrinkage=0.000362489 Tree=2521 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=13.2348 15.1884 7.66874 threshold=0.0047850000000000011 0.11928500000000002 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.1656423306498726e-06 -7.7925851568759014e-05 -0.00038867621640357883 0.00027337750193633353 leaf_weight=199.57600765489042 11.218688497785477 15.080146208405493 34.338321757502854 leaf_count=2658 62 96 278 internal_value=0 -3.22968e-05 0.000186888 internal_weight=0 214.656 45.557 internal_count=3094 2754 340 is_linear=0 shrinkage=0.000369739 Tree=2522 num_leaves=4 num_cat=0 split_feature=51 1374 43 split_gain=11.0822 9.99279 0.0837376 threshold=-0.40548499999999993 0.09309000000000002 -0.085894999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029681748225673277 0.0001478226672426072 -0.0022099343675342381 -0.0021594898083302332 leaf_weight=2.0616713422350585 231.86495613283478 7.1005216669291249 4.7981582952197632 leaf_count=27 2925 49 93 internal_value=0 7.67631e-05 -0.0024463 internal_weight=0 238.965 6.85983 internal_count=3094 2974 120 is_linear=0 shrinkage=0.00197263 Tree=2523 num_leaves=4 num_cat=0 split_feature=403 13 15 split_gain=10.4674 10.1901 0.99293 threshold=-0.092224999999999988 0.27266500000000005 -0.14720499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.5045658091201541e-05 0.00017631100686116852 -0.0022495753403330558 -0.0022635763760907035 leaf_weight=0.99263353273272414 239.50381907494739 7.7244643718004218 9.2197874735575152 leaf_count=18 2678 56 351 internal_value=0 9.95319e-05 -0.00205184 internal_weight=0 247.228 10.2124 internal_count=3103 2734 369 is_linear=0 shrinkage=0.00209337 Tree=2524 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=14.0024 11.4181 10.5522 threshold=0.10100500000000003 -0.13338499999999998 -0.19261999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.3061925907239142e-05 -0.00017513432452016621 -0.00014350595860823634 0.00013146503394845433 leaf_weight=42.072688939981163 16.76482108514756 113.51927193789743 88.836868273094296 leaf_count=225 90 2095 687 internal_value=0 -8.49347e-05 8.26568e-05 internal_weight=0 155.592 105.602 internal_count=3097 2320 777 is_linear=0 shrinkage=0.000355382 Tree=2525 num_leaves=4 num_cat=0 split_feature=1213 160 3 split_gain=11.6967 11.8844 3.27777 threshold=-1.0000000180025095e-35 -0.40187499999999993 -0.12923999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.0785216585150821e-05 -0.00036983790717529471 3.4187486669842368e-05 -0.00035596724294430015 leaf_weight=2.2048330046236506 8.6909875425044429 242.72951331618242 12.740732102189211 leaf_count=17 215 2394 458 internal_value=0 2.00629e-05 -0.000289875 internal_weight=0 251.421 14.9456 internal_count=3084 2609 475 is_linear=0 shrinkage=0.000341582 Tree=2526 num_leaves=4 num_cat=0 split_feature=52 376 47 split_gain=11.5696 11.8054 3.62116 threshold=-0.32783999999999996 0.048375000000000008 0.11646500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038064847126924773 -1.5742244657702479e-05 0.00023959320329874727 -3.3585199016244198e-06 leaf_weight=11.750121215824036 225.17677612998523 22.206995387561619 3.7589471028186372 leaf_count=280 2655 148 44 internal_value=0 7.27658e-06 -0.000289884 internal_weight=0 247.384 15.5091 internal_count=3127 2803 324 is_linear=0 shrinkage=0.000334884 Tree=2527 num_leaves=4 num_cat=0 split_feature=484 156 150 split_gain=11.2222 10.2749 4.62072 threshold=-0.0048899999999999994 0.11896500000000002 0.10530000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020635930429037715 0.00026435118873220859 -0.0031298829600828549 0.0014008890803279396 leaf_weight=18.437441196059812 221.6528617888689 5.1680463412776581 2.450357772409915 leaf_count=473 2482 95 11 internal_value=0 0.000185508 -0.00165187 internal_weight=0 226.821 20.8878 internal_count=3061 2577 484 is_linear=0 shrinkage=0.00240463 Tree=2528 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=9.95746 13.6241 threshold=0.12641000000000005 -0.24426999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0017487115270090972 -0.0037438712255728895 -9.2987571386550199e-05 leaf_weight=20.698578714393079 3.1916559785604468 225.50768017675728 leaf_count=142 18 2871 internal_value=0 6.25687e-05 internal_weight=0 246.206 internal_count=3031 3013 is_linear=0 shrinkage=0.00217794 Tree=2529 num_leaves=4 num_cat=0 split_feature=43 47 0 split_gain=9.80548 13.0413 12.8816 threshold=-0.07440999999999999 0.077065000000000008 -0.071104999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.0343177561758006e-05 6.8782902928069572e-05 -0.0019249865602205549 0.0021025649238490679 leaf_weight=55.953728241845965 124.77083039656281 31.197742025833577 35.620532699860632 leaf_count=937 1602 235 297 internal_value=0 -0.000331117 0.000806984 internal_weight=0 155.969 91.5743 internal_count=3071 1837 1234 is_linear=0 shrinkage=0.00276216 Tree=2530 num_leaves=4 num_cat=0 split_feature=52 1 48 split_gain=15.1032 14.5926 3.49208 threshold=-0.27269499999999997 0.099515000000000006 0.097140000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040031945218117754 -4.364972646827297e-05 0.00012766202952932342 3.3276028903327673e-05 leaf_weight=12.96386985760182 149.10564948990941 101.25662374868989 2.7048145546577862 leaf_count=296 2040 685 39 internal_value=0 2.56618e-05 -0.000325765 internal_weight=0 250.362 15.6687 internal_count=3060 2725 335 is_linear=0 shrinkage=0.000348413 Tree=2531 num_leaves=4 num_cat=0 split_feature=123 50 133 split_gain=10.4253 11.9003 7.38497 threshold=1.0000000180025095e-35 0.10647500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2717438063631883e-05 -0.0014147315625175488 -0.002045969309877888 0.0017455758110018562 leaf_weight=207.6470313569298 4.343827614560726 15.061896208208053 26.428896129131317 leaf_count=2533 34 300 235 internal_value=0 -0.000108822 0.00129596 internal_weight=0 222.709 30.7727 internal_count=3102 2833 269 is_linear=0 shrinkage=0.00226593 Tree=2532 num_leaves=4 num_cat=0 split_feature=1 42 453 split_gain=12.0469 13.4587 9.90808 threshold=0.10423500000000001 0.087005000000000013 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1942622385887664e-06 0.000127862834054456 -0.00022776275386274014 -0.00033240278497486439 leaf_weight=132.04026763839647 92.578525395132601 40.683049320010468 5.9420186057686797 leaf_count=1581 692 857 30 internal_value=0 -5.28466e-05 9.97572e-05 internal_weight=0 172.723 98.5205 internal_count=3160 2438 722 is_linear=0 shrinkage=0.000348413 Tree=2533 num_leaves=4 num_cat=0 split_feature=3 4 0 split_gain=10.025 9.48855 6.80256 threshold=0.17769000000000004 -0.49367499999999992 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016567539689324856 8.5894202927011906e-05 -7.9323996403929647e-05 0.0025103691016824885 leaf_weight=13.922719012945889 7.7148749884217969 215.66913822269998 8.2081630965694767 leaf_count=148 74 2831 69 internal_value=0 -0.000175742 0.00134449 internal_weight=0 229.592 15.923 internal_count=3122 2979 143 is_linear=0 shrinkage=0.00185885 Tree=2534 num_leaves=4 num_cat=0 split_feature=14 3 16 split_gain=9.58134 11.9848 0.16099 threshold=0.077685000000000018 -0.10075499999999998 -0.15475999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011309797501154854 -0.0021863301885854079 -0.00018908434004650507 -0.0032203194708162867 leaf_weight=56.06173440348357 2.9531761920079589 184.10721257131081 4.0532101006247094 leaf_count=360 40 2610 62 internal_value=0 0.000119437 -0.00282574 internal_weight=0 240.169 7.00639 internal_count=3072 2970 102 is_linear=0 shrinkage=0.00250177 Tree=2535 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=11.5184 13.7436 10.6485 threshold=0.0047850000000000011 0.11978500000000002 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5068558487262372e-05 -0.00013425251087086464 -0.00035399704435709129 0.00021089685581958157 leaf_weight=198.86468598269857 12.736402993090449 14.595248997211455 38.652463630773127 leaf_count=2669 77 95 301 internal_value=0 -4.77327e-05 0.000125248 internal_weight=0 213.46 51.3889 internal_count=3142 2764 378 is_linear=0 shrinkage=0.000328318 Tree=2536 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=12.757 16.7765 14.9408 threshold=0.076845000000000011 0.086425000000000016 0.091815000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022078395814784522 0.0001101242255857917 -0.00016355201540514517 0.0001757804524824014 leaf_weight=59.959167330060154 145.84920118004084 40.647160270251334 17.34281302546151 leaf_count=1489 1200 304 144 internal_value=0 5.04137e-05 -0.000131689 internal_weight=0 186.496 77.302 internal_count=3137 1504 1633 is_linear=0 shrinkage=0.000377134 Tree=2537 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=11.3729 13.4357 12.9162 threshold=0.28122000000000008 0.12011000000000001 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.1595880732378563e-05 0.00024761200969024879 -0.00036991105610018158 -0.00041398371169138815 leaf_weight=205.41526502359193 34.822392902337015 4.7730823755264273 10.051076929084955 leaf_count=2587 310 24 134 internal_value=0 0.000172339 -3.05717e-05 internal_weight=0 39.5955 215.466 internal_count=3055 334 2721 is_linear=0 shrinkage=0.000348413 Tree=2538 num_leaves=4 num_cat=0 split_feature=13 132 13 split_gain=12.5974 12.0949 7.81938 threshold=-0.24426999999999996 0.08018500000000002 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001285271216728723 -8.0361457535480448e-05 0.00017407781668386842 0.00036112030206855001 leaf_weight=5.9262507669627693 204.14399214845616 29.083440507762134 17.316394361667335 leaf_count=37 2609 284 118 internal_value=0 -4.85646e-05 0.000236256 internal_weight=0 233.227 23.2426 internal_count=3048 2893 155 is_linear=0 shrinkage=0.000369739 Tree=2539 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=13.2221 20.2537 11.6299 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015020309685137134 0.00015833820930370729 -0.00013182316130175823 -8.1732259975074017e-05 leaf_weight=37.193115505389869 75.181342808529735 121.77949554193765 32.272062357515097 leaf_count=202 594 2105 202 internal_value=0 -6.57812e-05 8.62265e-05 internal_weight=0 158.973 107.453 internal_count=3103 2307 796 is_linear=0 shrinkage=0.000334884 Tree=2540 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=10.6089 26.7483 24.8759 threshold=-0.10726999999999999 -0.075359999999999996 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010311540138356798 -0.0018185825334869092 0.00042600469372575594 -0.0038056868780173871 leaf_weight=90.79110970068723 58.826180993579328 92.208009551279247 7.7140261791646472 leaf_count=527 1578 940 37 internal_value=0 -0.000448937 0.000648486 internal_weight=0 151.034 98.5051 internal_count=3082 2518 564 is_linear=0 shrinkage=0.00260285 Tree=2541 num_leaves=4 num_cat=0 split_feature=1213 43 1429 split_gain=15.4073 11.3143 1.73697 threshold=-1.0000000180025095e-35 -0.59779499999999997 0.08783500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0027306770417494168 0.011492315458277136 0.00018662220670454891 0.00036111768799204158 leaf_weight=12.407674663350916 0.42176830768585105 239.48824954673182 1.1708755195140828 leaf_count=475 1 2628 3 internal_value=0 0.00021185 -0.0024633 internal_weight=0 239.91 13.5786 internal_count=3107 2629 478 is_linear=0 shrinkage=0.00245272 Tree=2542 num_leaves=4 num_cat=0 split_feature=4 47 128 split_gain=10.2182 10.9932 9.94708 threshold=0.29587000000000002 0.11452000000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.7518148267608044e-05 0.0002401849199956561 -0.00036155026648461121 -0.00042411852699307073 leaf_weight=209.20178884617053 33.882704015821218 4.4192412570118895 8.1050421663094294 leaf_count=2497 305 22 215 internal_value=0 0.000169906 -3.2894e-05 internal_weight=0 38.3019 217.307 internal_count=3039 327 2712 is_linear=0 shrinkage=0.000362489 Tree=2543 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=10.3451 16.898 9.92186 threshold=0.095575000000000007 -0.12077499999999998 0.090655000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001606469868099594 0.00010093622616019105 -0.00012608736267157077 -0.00036744211826276183 leaf_weight=32.230191201902926 114.08167580794543 109.14022894226946 5.6590001983568063 leaf_count=177 817 1998 94 internal_value=0 -6.06411e-05 7.84779e-05 internal_weight=0 141.37 119.741 internal_count=3086 2175 911 is_linear=0 shrinkage=0.000348413 Tree=2544 num_leaves=4 num_cat=0 split_feature=123 147 133 split_gain=15.2208 12.5844 8.94651 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6982416658984362e-05 -0.00023854020162673124 0.00012914079777811305 0.00024388270811686138 leaf_weight=196.6801363104023 4.3635753691196468 30.963902848772705 27.080392356030643 leaf_count=2655 32 171 234 internal_value=0 -5.75365e-05 0.000176327 internal_weight=0 227.644 31.444 internal_count=3092 2826 266 is_linear=0 shrinkage=0.000315569 Tree=2545 num_leaves=4 num_cat=0 split_feature=133 453 13 split_gain=10.472 10.543 0.294033 threshold=-0.39935999999999994 0.096095000000000014 -0.14847499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0044672294981925346 0.00012717558139374734 -0.0036181700940715903 -0.0028481106205723392 leaf_weight=1.4950120560824869 244.11168740736321 5.0883432663977137 4.8928412633249527 leaf_count=9 2875 30 170 internal_value=0 4.91099e-05 -0.00329748 internal_weight=0 249.2 6.38785 internal_count=3084 2905 179 is_linear=0 shrinkage=0.00260285 Tree=2546 num_leaves=3 num_cat=0 split_feature=2 15 split_gain=12.7135 12.1809 threshold=0.15412000000000003 0.084050000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.9592065356230436e-07 0.00033136854239632313 -0.00021238165966587841 leaf_weight=216.66077375016175 10.95684186182916 33.407619865727611 leaf_count=2000 104 1031 internal_value=0 -2.81988e-05 internal_weight=0 250.068 internal_count=3135 3031 is_linear=0 shrinkage=0.000328318 Tree=2547 num_leaves=4 num_cat=0 split_feature=376 160 3 split_gain=11.3334 10.9526 2.78039 threshold=0.048375000000000008 -0.098479999999999998 -0.010389999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029058220137143163 0.00031142803484258497 -2.3382590823760813e-05 7.0275551787027027e-05 leaf_weight=19.423392617376521 12.746927393600346 214.06697788811289 9.9979925788938981 leaf_count=406 80 2514 80 internal_value=0 -4.57388e-05 0.000206288 internal_weight=0 233.49 22.7449 internal_count=3080 2920 160 is_linear=0 shrinkage=0.000341582 Tree=2548 num_leaves=4 num_cat=0 split_feature=13 132 41 split_gain=9.95832 14.5699 12.0292 threshold=-0.10462499999999998 0.080815000000000012 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014689144400046377 -0.0003217944671237838 0.0013207969934150696 -0.00082821540007894934 leaf_weight=34.442449648864567 181.36517341376748 23.653784587979317 11.852156488224862 leaf_count=229 2537 256 92 internal_value=0 -0.000131665 0.000880233 internal_weight=0 205.019 46.2946 internal_count=3114 2793 321 is_linear=0 shrinkage=0.00197263 Tree=2549 num_leaves=4 num_cat=0 split_feature=1213 43 475 split_gain=10.7092 10.4564 9.02834 threshold=-1.0000000180025095e-35 -0.59779499999999997 -0.085719999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0037066984849110393 0.010756763115628728 0.0001526479378081572 -0.002624494383269792 leaf_weight=1.4115110635757435 0.44877499341964622 240.68383609957527 13.093449098058043 leaf_count=2 1 2644 477 internal_value=0 0.000177367 -0.00198472 internal_weight=0 241.133 14.505 internal_count=3124 2645 479 is_linear=0 shrinkage=0.00245272 Tree=2550 num_leaves=4 num_cat=0 split_feature=1429 0 157 split_gain=10.0883 10.4065 0.424624 threshold=-1.0000000180025095e-35 -0.074479999999999977 -0.087084999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015301844661290242 -0.00024132158762485626 0.00070588748290820224 -0.0028948868236991295 leaf_weight=1.996269369497895 156.87364941800479 89.981015061261132 5.1943348119966677 leaf_count=47 2081 837 94 internal_value=0 0.000104109 -0.00254529 internal_weight=0 246.855 7.1906 internal_count=3059 2918 141 is_linear=0 shrinkage=0.0022215 Tree=2551 num_leaves=4 num_cat=0 split_feature=4 11 150 split_gain=14.173 12.7738 12.5192 threshold=0.27150500000000005 0.080455000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6663486715236404e-05 -0.00027040373261570693 -0.00039243636157093933 0.00023222741652319278 leaf_weight=200.449353812146 6.3908198922872534 11.201394886709748 38.657126531004906 leaf_count=2587 31 144 327 internal_value=0 -4.62189e-05 0.000160427 internal_weight=0 211.651 45.0479 internal_count=3089 2731 358 is_linear=0 shrinkage=0.000334884 Tree=2552 num_leaves=4 num_cat=0 split_feature=1447 52 39 split_gain=10.7044 10.7644 4.80255 threshold=-1.0000000180025095e-35 -0.41845999999999994 0.085285000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.003273927278496941 -0.0024763585840887736 0.00012772643576632961 0.0015386650225159765 leaf_weight=9.6003778447629866 11.16928554791957 230.05882302124519 1.5743328556418408 leaf_count=283 297 2528 15 internal_value=0 6.05977e-06 -0.00258737 internal_weight=0 241.228 11.1747 internal_count=3123 2825 298 is_linear=0 shrinkage=0.00260285 Tree=2553 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=10.3799 13.7799 13.726 threshold=0.10100500000000003 0.092805000000000012 0.090170000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3837481346285924e-05 0.00015219692570041853 -0.00033211147200181015 -9.4131108903012839e-05 leaf_weight=135.78129699500278 67.203552009537816 18.930405713617802 38.139456182718277 leaf_count=1869 527 433 260 internal_value=0 -7.05478e-05 6.30086e-05 internal_weight=0 154.712 105.343 internal_count=3089 2302 787 is_linear=0 shrinkage=0.000328318 Tree=2554 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=14.3286 16.7252 11.7981 threshold=0.09450500000000002 -0.32783999999999996 -0.097724999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.7762536044425486e-05 -0.00042763854429523013 0.00012842652170902869 -0.00015036189323360474 leaf_weight=39.784617683850229 7.8051559161394826 112.62570767570287 99.142867705551907 leaf_count=284 126 807 1879 internal_value=0 9.20241e-05 -8.21545e-05 internal_weight=0 120.431 138.927 internal_count=3096 933 2163 is_linear=0 shrinkage=0.000369739 Tree=2555 num_leaves=4 num_cat=0 split_feature=133 472 1 split_gain=10.7984 10.4244 2.8931 threshold=0.11312000000000001 -1.0000000180025095e-35 0.12220000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025492624213917276 -0.0024804767380607025 0.00026773644044776986 0.00067821953028741086 leaf_weight=6.5581746397074303 9.6706606219522637 231.49927448492963 1.627004662528633 leaf_count=157 359 2540 22 internal_value=0 0.00018897 -0.00202339 internal_weight=0 238.057 11.2977 internal_count=3078 2697 381 is_linear=0 shrinkage=0.0022215 Tree=2556 num_leaves=4 num_cat=0 split_feature=376 47 3 split_gain=14.0609 11.3586 1.99344 threshold=0.048375000000000008 1.0000000180025095e-35 -0.0020499999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0517217326115122e-05 0.00033141383712693046 -0.00016822356391219714 0.00010522322088804446 leaf_weight=191.62878975598142 15.873619912192227 46.049269745126367 6.546363601461052 leaf_count=2529 104 424 53 internal_value=0 -1.61126e-05 0.00026622 internal_weight=0 237.678 22.42 internal_count=3110 2953 157 is_linear=0 shrinkage=0.000341582 Tree=2557 num_leaves=3 num_cat=0 split_feature=38 39 split_gain=11.7307 12.7401 threshold=1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00014486629484211788 -0.0026947842884428746 0.0014122081188485006 leaf_weight=204.49424754874781 9.3032272416166943 37.276897461153567 leaf_count=2712 70 302 internal_value=0 9.575e-05 internal_weight=0 241.771 internal_count=3084 3014 is_linear=0 shrinkage=0.00245272 Tree=2558 num_leaves=4 num_cat=0 split_feature=4 47 11 split_gain=10.7056 16.3918 11.1679 threshold=0.29587000000000002 0.11861000000000001 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.4170440025976811e-05 0.0014274340092350877 -0.0024583796882000691 -0.0021529032600671339 leaf_weight=195.35024819883984 34.505208137445152 4.9306055977940551 11.172586632892488 leaf_count=2595 310 22 139 internal_value=0 0.000936011 -0.000206651 internal_weight=0 39.4358 206.523 internal_count=3066 332 2734 is_linear=0 shrinkage=0.00201208 Tree=2559 num_leaves=4 num_cat=0 split_feature=130 482 49 split_gain=12.5669 10.2738 0.779091 threshold=0.079100000000000018 0.10022500000000002 -0.083414999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016259675508406395 -0.00055630708536833656 -0.0030667972343051625 -0.0026447633111539217 leaf_weight=237.35692946112249 1.1745108067989338 5.4923305138945571 10.189107564743606 leaf_count=2655 8 101 345 internal_value=0 8.81804e-05 -0.00243644 internal_weight=0 242.849 11.3636 internal_count=3109 2756 353 is_linear=0 shrinkage=0.00235748 Tree=2560 num_leaves=4 num_cat=0 split_feature=130 3 40 split_gain=10.1254 9.96053 3.71306 threshold=1.0000000180025095e-35 -0.10075499999999998 -0.08347499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00085850055643291537 0.00093321813529670503 -0.00016572962765276219 -0.0024067382999826145 leaf_weight=59.89382400829345 1.790376842021941 180.46184096613433 10.603887627134098 leaf_count=383 11 2332 390 internal_value=0 8.97775e-05 -0.00192024 internal_weight=0 240.356 12.3943 internal_count=3116 2715 401 is_linear=0 shrinkage=0.00217794 Tree=2561 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=18.6405 16.6549 11.2756 threshold=0.094405000000000003 -0.12229499999999999 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011633270032996288 -0.00020186315296503939 -0.00014576871339090709 0.00010943287760801967 leaf_weight=30.776268932968378 12.794379288330672 110.71388322801795 113.93561107851565 leaf_count=171 126 2035 818 internal_value=0 -8.87107e-05 7.78547e-05 internal_weight=0 141.49 126.73 internal_count=3150 2206 944 is_linear=0 shrinkage=0.000315569 Tree=2562 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=11.7166 17.2566 13.4311 threshold=0.28122000000000008 0.11978500000000002 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.8707954507777783e-06 0.00027327605004193352 -0.00035865457689109471 -0.00038831253035215404 leaf_weight=202.05684509268031 33.45686973258853 5.8335954770445815 11.078717644326387 leaf_count=2589 300 30 143 internal_value=0 0.000178699 -2.40473e-05 internal_weight=0 39.2905 213.136 internal_count=3062 330 2732 is_linear=0 shrinkage=0.000341582 Tree=2563 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=13.6768 14.2004 threshold=-0.41845999999999994 0.094695000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038179854046507453 -6.7392210200697974e-05 0.00010245951398755013 leaf_weight=11.394123870413749 128.81565914733801 119.94340929947793 leaf_count=303 1963 818 internal_value=0 1.45139e-05 internal_weight=0 248.759 internal_count=3084 2781 is_linear=0 shrinkage=0.000355382 Tree=2564 num_leaves=4 num_cat=0 split_feature=2 31 11 split_gain=13.6259 13.8265 11.5098 threshold=0.088930000000000023 -1.0000000180025095e-35 0.088160000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018858247321113617 0.0004266940823153907 -0.00087090765375238727 -0.0020206403844791436 leaf_weight=7.8825450856238595 142.64408121351153 94.576161258039065 8.1181153813377005 leaf_count=80 1385 1550 81 internal_value=0 -0.000656994 0.00029351 internal_weight=0 102.459 150.762 internal_count=3096 1630 1466 is_linear=0 shrinkage=0.00201208 Tree=2565 num_leaves=3 num_cat=0 split_feature=1212 11 split_gain=9.90102 10.0752 threshold=-1.0000000180025095e-35 0.10600000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0025168712515689401 0.00030396916003409146 -0.0034713966315755474 leaf_weight=6.7211306204553685 244.61090890318155 3.5725187258794895 leaf_count=222 2854 24 internal_value=0 0.000248083 internal_weight=0 248.183 internal_count=3100 2878 is_linear=0 shrinkage=0.00226593 Tree=2566 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=13.6492 14.3132 7.65286 threshold=0.10384000000000002 -0.12077499999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013607867755444401 0.00014958780147442084 -0.00010973808845867818 -0.00011485663475341378 leaf_weight=35.173325587064028 78.833186856471002 127.53174692601897 15.146360032260416 leaf_count=208 623 2168 73 internal_value=0 -5.65408e-05 0.000106882 internal_weight=0 162.705 93.9795 internal_count=3072 2376 696 is_linear=0 shrinkage=0.000341582 Tree=2567 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=14.121 11.7926 9.10301 threshold=0.10100500000000003 0.11456500000000001 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010577228452810583 0.00016702187896765967 0.00026632883261727832 -6.6263998390406155e-05 leaf_weight=144.95024193834979 71.502251508645713 12.020426336675881 31.637598006054759 leaf_count=2269 574 40 203 internal_value=0 -7.71082e-05 9.54684e-05 internal_weight=0 156.971 103.14 internal_count=3086 2309 777 is_linear=0 shrinkage=0.000362489 Tree=2568 num_leaves=4 num_cat=0 split_feature=1456 133 158 split_gain=10.0536 9.9469 1.35098 threshold=-1.0000000180025095e-35 0.13493500000000003 -0.47287499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.2021061886039589e-05 0.00020495345779830473 -0.0022315355386940197 -0.0025770539150477244 leaf_weight=1.3186482121236611 237.36705885746051 9.5805726684629899 8.9934635830577445 leaf_count=23 2516 335 267 internal_value=0 0.000109459 -0.00225408 internal_weight=0 246.948 10.3121 internal_count=3141 2851 290 is_linear=0 shrinkage=0.00235748 Tree=2569 num_leaves=4 num_cat=0 split_feature=123 133 133 split_gain=14.3708 13.7779 9.52746 threshold=1.0000000180025095e-35 0.098715000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.313813600822106e-05 -0.0002398487852167607 -0.00035752991197408006 0.00028982115286091604 leaf_weight=216.43845419760328 4.752889420837163 14.973226745612918 27.685994505882263 leaf_count=2406 33 455 229 internal_value=0 -3.55837e-05 0.000211657 internal_weight=0 231.412 32.4389 internal_count=3123 2861 262 is_linear=0 shrinkage=0.000348413 Tree=2570 num_leaves=4 num_cat=0 split_feature=39 3 38 split_gain=12.5939 14.2712 7.8531 threshold=0.0047850000000000011 -0.10075499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010069204000486878 0.00020687331141565666 -8.2659830035942454e-05 -0.00010757451210862665 leaf_weight=58.667972241528332 40.080499070696533 150.47903251682874 9.7718344130553287 leaf_count=406 300 2338 65 internal_value=0 -3.12013e-05 0.000145134 internal_weight=0 209.147 49.8523 internal_count=3109 2744 365 is_linear=0 shrinkage=0.000315569 Tree=2571 num_leaves=4 num_cat=0 split_feature=42 160 1429 split_gain=11.1346 11.3449 10.7744 threshold=-1.0000000180025095e-35 -0.064629999999999979 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013081882038906811 -0.0033425380328928078 -0.0022892845748714624 0.00041907902592710626 leaf_weight=9.9757227150257659 6.6468122561927876 29.877119756070897 205.01528901781421 leaf_count=128 141 728 2126 internal_value=0 -0.00138764 0.000299248 internal_weight=0 39.8528 211.662 internal_count=3123 856 2267 is_linear=0 shrinkage=0.00293123 Tree=2572 num_leaves=4 num_cat=0 split_feature=1 47 158 split_gain=10.2708 10.6802 9.71761 threshold=0.10113500000000002 0.086785000000000015 0.084965000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024165909079063507 0.0010764937949066999 -0.00059985573224100031 -0.0022732403702169601 leaf_weight=138.76256317913067 64.001620355062187 29.623779087327421 13.723727013915775 leaf_count=2100 560 196 239 internal_value=0 0.000546001 -0.000426035 internal_weight=0 93.6254 152.486 internal_count=3095 756 2339 is_linear=0 shrinkage=0.00231125 Tree=2573 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=11.5815 13.8852 12.1832 threshold=0.28122000000000008 0.080455000000000013 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2148014728182319e-06 0.00027037521706997262 -0.00043083275775148235 -0.00031804245813760813 leaf_weight=204.83717667020392 35.306216379627585 10.769371424801646 5.4701858013868323 leaf_count=2562 303 140 27 internal_value=0 -2.38364e-05 0.000190784 internal_weight=0 215.607 40.7764 internal_count=3032 2702 330 is_linear=0 shrinkage=0.000369739 Tree=2574 num_leaves=4 num_cat=0 split_feature=15 1 40 split_gain=9.5856 10.1897 8.32635 threshold=0.084580000000000016 1.0000000180025095e-35 -0.082644999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061945473093969188 0.0017144820776631997 0.00037228006665170467 -0.00141253340713477 leaf_weight=56.973131912993267 3.8068070579320183 158.03285244200379 29.438532938132994 leaf_count=947 18 1151 967 internal_value=0 0.000109301 -0.00104992 internal_weight=0 215.006 33.2453 internal_count=3083 2098 985 is_linear=0 shrinkage=0.00201208 Tree=2575 num_leaves=3 num_cat=0 split_feature=457 1213 split_gain=10.6108 10.5939 threshold=0.53894500000000012 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00024328715610870451 -0.00053836904013656629 2.7767917704358303e-05 leaf_weight=15.147691817837766 3.4270316734910002 243.26861678226851 leaf_count=477 15 2616 internal_value=0 1.17809e-05 internal_weight=0 258.416 internal_count=3108 3093 is_linear=0 shrinkage=0.000315569 Tree=2576 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=15.3931 19.4775 16.2794 threshold=1.0000000180025095e-35 -0.14538499999999996 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014204512895088601 0.00010039281158902218 -0.00025710630278191965 -0.00014925210143451823 leaf_weight=20.686871632933617 145.091804348398 51.867653007502668 40.462303676642478 leaf_count=70 1221 1502 298 internal_value=0 -0.000143256 4.58976e-05 internal_weight=0 72.5545 185.554 internal_count=3091 1572 1519 is_linear=0 shrinkage=0.000348413 Tree=2577 num_leaves=3 num_cat=0 split_feature=1365 4 split_gain=11.5156 12.2656 threshold=1.0000000180025095e-35 0.28122000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.1245895032436339e-05 -0.00044324144716275326 0.00019241987461634559 leaf_weight=221.38940487196669 5.8555490029975763 37.121236390434206 leaf_count=2659 56 311 internal_value=0 1.80705e-05 internal_weight=0 258.511 internal_count=3026 2970 is_linear=0 shrinkage=0.000328318 Tree=2578 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=10.2524 12.5637 threshold=-0.52342999999999995 0.15164000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0038039489092408681 -0.00025162135898468437 0.0010735258838681992 leaf_weight=4.237766664940863 183.75635313324165 59.085789448581636 leaf_count=53 2558 460 internal_value=0 7.11456e-05 internal_weight=0 242.842 internal_count=3071 3018 is_linear=0 shrinkage=0.00250177 Tree=2579 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=10.8628 15.2981 13.672 threshold=0.10100500000000003 -0.11550499999999998 -0.27269499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012174522821805639 -0.0004052831693369912 -0.00012233250833574297 0.00010669753453085672 leaf_weight=37.739357965067029 6.1171182123944154 120.43510710494593 96.525526241399348 leaf_count=213 100 2098 664 internal_value=0 -6.40523e-05 7.5777e-05 internal_weight=0 158.174 102.643 internal_count=3075 2311 764 is_linear=0 shrinkage=0.000334884 Tree=2580 num_leaves=4 num_cat=0 split_feature=39 42 1 split_gain=11.3666 11.9988 11.1063 threshold=0.0047850000000000011 0.10146500000000001 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3024642687380334e-05 -0.00014583710051703548 -0.00037019808615126561 0.00026758697099391992 leaf_weight=195.52561545197386 12.255023276433347 14.248666220810263 36.740862715058029 leaf_count=2464 72 277 295 internal_value=0 -3.74698e-05 0.000164083 internal_weight=0 209.774 48.9959 internal_count=3108 2741 367 is_linear=0 shrinkage=0.000377134 Tree=2581 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=13.3407 11.8909 8.04845 threshold=0.10384000000000002 -0.12077499999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00087006671362713033 0.0011048388554038421 -0.00080138199744955306 -0.00081336550174116351 leaf_weight=32.462498475797474 71.911690346896648 119.73724025918636 16.014404214918613 leaf_count=206 611 2171 79 internal_value=0 -0.000444503 0.000754877 internal_weight=0 152.2 87.9261 internal_count=3067 2377 690 is_linear=0 shrinkage=0.00245272 Tree=2582 num_leaves=4 num_cat=0 split_feature=2 0 4 split_gain=10.8384 11.2452 8.34674 threshold=0.097925000000000012 -0.063819999999999988 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011689966432089274 -0.00030547547648677239 9.3154474865402977e-05 9.7652476825088073e-05 leaf_weight=110.71260655031074 5.9876971244812003 38.421442431397736 104.59719925979152 leaf_count=1908 74 258 847 internal_value=0 -6.27541e-05 7.55379e-05 internal_weight=0 149.134 110.585 internal_count=3087 2166 921 is_linear=0 shrinkage=0.000334884 Tree=2583 num_leaves=4 num_cat=0 split_feature=52 43 12 split_gain=13.1327 10.9252 3.88668 threshold=-0.27269499999999997 0.25035000000000007 0.10347500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038545457958941588 2.5019054930637413e-05 -0.00038146795607522731 0.00011371070758967074 leaf_weight=12.920965826604514 237.98193171131425 7.8613135204650453 2.0640422701835623 leaf_count=282 2584 166 45 internal_value=0 1.18531e-05 -0.000316366 internal_weight=0 245.843 14.985 internal_count=3077 2750 327 is_linear=0 shrinkage=0.000341582 Tree=2584 num_leaves=4 num_cat=0 split_feature=15 4 4 split_gain=11.4773 13.8045 10.9744 threshold=0.084580000000000016 -0.0015099999999999998 0.18572000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00075353210632466219 -0.0016688360075815048 -0.00033340634922294143 0.0017600816817213729 leaf_weight=110.31058998103254 28.920285604544915 111.18400878435932 5.1296761110424987 leaf_count=1072 996 1035 18 internal_value=0 0.000208027 -0.00114819 internal_weight=0 221.495 34.05 internal_count=3121 2107 1014 is_linear=0 shrinkage=0.00217794 Tree=2585 num_leaves=4 num_cat=0 split_feature=2 30 150 split_gain=14.8151 12.264 9.59031 threshold=0.09802000000000001 0.085915000000000019 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013408514980599683 1.0686019056979558e-05 0.0003828939255613863 0.0002724427256695163 leaf_weight=135.34450462320819 87.052923787850887 6.2040259987115851 23.209930939599872 leaf_count=2079 765 80 149 internal_value=0 -0.000111141 6.60053e-05 internal_weight=0 141.549 110.263 internal_count=3073 2159 914 is_linear=0 shrinkage=0.000362489 Tree=2586 num_leaves=4 num_cat=0 split_feature=52 0 48 split_gain=10.562 12.0287 10.2799 threshold=-0.27269499999999997 -0.061889999999999994 0.098985000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041416661163900094 -3.7932283145973873e-05 0.00014108287474278513 0.00026314758820506341 leaf_weight=14.293439716333525 181.07157442648895 67.65696498285979 3.6182541898451737 leaf_count=305 2388 414 34 internal_value=0 1.08034e-05 -0.000276561 internal_weight=0 248.729 17.9117 internal_count=3141 2802 339 is_linear=0 shrinkage=0.000362489 Tree=2587 num_leaves=4 num_cat=0 split_feature=123 133 133 split_gain=12.4508 11.4668 11.3286 threshold=1.0000000180025095e-35 -0.0019149999999999998 0.10599500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.9744507036098179e-05 -0.00031662069969268724 0.00028392545529625727 -0.00036644474518121351 leaf_weight=210.24383529718034 4.6034748069941989 27.494884889572859 12.506642137886955 leaf_count=2408 33 225 413 internal_value=0 0.000196995 -3.93848e-05 internal_weight=0 32.0984 222.75 internal_count=3079 258 2821 is_linear=0 shrinkage=0.000355382 Tree=2588 num_leaves=4 num_cat=0 split_feature=376 2 1 split_gain=11.5094 12.3346 2.19005 threshold=0.048375000000000008 0.153865 0.086100000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0363347456116409e-05 5.882729226512963e-05 0.0003115084688979109 0.00028951211741640067 leaf_weight=220.94073912582826 6.4797542318701771 11.65561979729682 16.529099981300533 leaf_count=2810 23 98 140 internal_value=0 -2.25893e-05 0.000225146 internal_weight=0 232.596 23.0089 internal_count=3071 2908 163 is_linear=0 shrinkage=0.000334884 Tree=2589 num_leaves=4 num_cat=0 split_feature=160 1373 133 split_gain=9.64488 9.50414 0.12263 threshold=-0.25833999999999996 0.09586500000000002 0.087485000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0023389315626228821 0.00010739135273673875 -0.0028832776855775861 -0.0014625042010366416 leaf_weight=6.6562956215348077 235.68252409039997 4.4504491826519361 1.5950236537028102 leaf_count=184 2819 30 81 internal_value=0 5.06465e-05 -0.00219136 internal_weight=0 240.133 8.25132 internal_count=3114 2849 265 is_linear=0 shrinkage=0.00205233 Tree=2590 num_leaves=4 num_cat=0 split_feature=1 157 0 split_gain=9.6514 11.0905 6.93406 threshold=0.10423500000000001 -0.084489999999999996 -0.15127999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0027110758038952649 -0.000488415784084723 -0.00014914908363993678 0.00096550425352743728 leaf_weight=9.1036337786354107 21.997366348747164 148.46126960986294 70.947510498575866 leaf_count=200 124 2167 594 internal_value=0 -0.00029899 0.00062123 internal_weight=0 157.565 92.9449 internal_count=3085 2367 718 is_linear=0 shrinkage=0.00226593 Tree=2591 num_leaves=3 num_cat=0 split_feature=1365 42 split_gain=11.47 11.0608 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012100743516551436 -0.0038616059876851079 0.00036910393089309863 leaf_weight=40.28907517332118 5.5546626308932892 208.26623847289011 leaf_count=835 59 2198 internal_value=0 0.000112701 internal_weight=0 248.555 internal_count=3092 3033 is_linear=0 shrinkage=0.00276216 Tree=2592 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=12.5552 10.7846 7.71399 threshold=0.10437000000000002 -0.11471499999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00061042337040267069 0.0012122458982587502 -0.00092347695692389278 -0.00080530632820111732 leaf_weight=51.376824940089136 77.148432883433998 108.98591147223487 17.704442836344242 leaf_count=286 630 2105 87 internal_value=0 -0.000431965 0.000835161 internal_weight=0 160.363 94.8529 internal_count=3108 2391 717 is_linear=0 shrinkage=0.00276216 Tree=2593 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=13.2835 17.4606 12.1253 threshold=1.0000000180025095e-35 -0.084074999999999997 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033002588900522741 9.7864807349722216e-05 1.693993005837838e-05 -0.00011907584031418876 leaf_weight=29.514897133572958 146.23803770635277 43.370219958946109 39.673622754402459 leaf_count=797 1225 775 293 internal_value=0 -0.000123855 5.15258e-05 internal_weight=0 72.8851 185.912 internal_count=3090 1572 1518 is_linear=0 shrinkage=0.000348413 Tree=2594 num_leaves=4 num_cat=0 split_feature=4 150 150 split_gain=11.54 13.2588 9.74913 threshold=0.27150500000000005 -0.081029999999999977 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019891789472155801 -0.0021021028525537197 -0.00040949909045590542 0.0015953765820442313 leaf_weight=14.802712358534334 4.7538239732384673 196.71359128877521 36.949414761736989 leaf_count=88 25 2662 329 internal_value=0 -0.000240667 0.00116939 internal_weight=0 211.516 41.7032 internal_count=3104 2750 354 is_linear=0 shrinkage=0.00245272 Tree=2595 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=10.8575 23.9111 16.2246 threshold=-0.073114999999999986 -0.10185499999999999 -0.069999999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1660887219666343e-05 0.0002636499437523146 -0.00024123308191789937 -4.3231357249667274e-05 leaf_weight=97.268252343405038 42.673168557230383 62.499642560258508 52.332817594520748 leaf_count=579 339 1639 523 internal_value=0 -6.30051e-05 9.47564e-05 internal_weight=0 159.768 95.006 internal_count=3080 2218 862 is_linear=0 shrinkage=0.000369739 Tree=2596 num_leaves=4 num_cat=0 split_feature=50 15 123 split_gain=11.0238 12.6158 11.6631 threshold=0.08568000000000002 -0.24269999999999997 0.083795000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032310770859680932 -0.00031243868350538923 7.4597174510721729e-06 0.00035234562609947251 leaf_weight=17.150662668049335 22.075683819130067 217.33149441331625 3.8261860897764555 leaf_count=215 542 2306 20 internal_value=0 3.06903e-05 -0.000213144 internal_weight=0 234.482 25.9019 internal_count=3083 2521 562 is_linear=0 shrinkage=0.000355382 Tree=2597 num_leaves=4 num_cat=0 split_feature=31 2 1 split_gain=9.53922 10.4419 0.183103 threshold=-1.0000000180025095e-35 0.092120000000000021 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0033960302021336826 -0.00079599279095813517 0.00029822171345226292 0.0023177637751015455 leaf_weight=2.6857073605060569 110.68244453589432 126.5016439340543 4.8104252917692065 leaf_count=11 1791 1203 78 internal_value=0 -0.00021253 0.00274838 internal_weight=0 237.184 7.49613 internal_count=3083 2994 89 is_linear=0 shrinkage=0.00260285 Tree=2598 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=10.1181 13.7982 10.8669 threshold=0.10100500000000003 0.11456500000000001 0.095880000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.8872115286311463e-05 0.00018193605697838872 0.00033258800753050544 -4.9905764874831654e-05 leaf_weight=145.3933820646489 68.388867536559701 11.081431888043879 38.181509479880333 leaf_count=2262 537 33 247 internal_value=0 -4.02235e-05 9.89077e-05 internal_weight=0 156.475 106.57 internal_count=3079 2295 784 is_linear=0 shrinkage=0.000348413 Tree=2599 num_leaves=4 num_cat=0 split_feature=4 147 13 split_gain=11.1353 10.3021 0.0420856 threshold=0.51074000000000008 0.089245000000000005 -0.091229999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032075385181917239 0.0017535997498264869 0.0014942593017469241 0.0023858735892125769 leaf_weight=217.30889047984965 2.4993045851588249 17.22674020845443 7.4444413064047676 leaf_count=2807 49 115 96 internal_value=0 -0.000186791 0.00224825 internal_weight=0 234.536 9.94375 internal_count=3067 2922 145 is_linear=0 shrinkage=0.00226593 Tree=2600 num_leaves=4 num_cat=0 split_feature=1 39 4 split_gain=15.7292 14.1896 13.4681 threshold=0.076845000000000011 0.0047850000000000011 -0.22295999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.962434610548014e-05 -8.3120450060086052e-06 0.00023024937612410544 -0.0002385973751264322 leaf_weight=20.957103155553341 144.39335067709908 38.17854684125632 54.437364695826545 leaf_count=79 1205 295 1541 internal_value=0 4.16853e-05 -0.000147365 internal_weight=0 182.572 75.3945 internal_count=3120 1500 1620 is_linear=0 shrinkage=0.000348413 Tree=2601 num_leaves=4 num_cat=0 split_feature=52 4 52 split_gain=10.3477 11.2288 8.79421 threshold=0.16579500000000003 -0.49096999999999996 0.64160000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020872935575852163 -0.0027614815966652676 0.00026166156266016109 0.0017765165131961571 leaf_weight=14.600512968376277 15.04251103824936 219.21029283211101 3.4936512717977157 leaf_count=152 341 2584 16 internal_value=0 0.00011405 -0.00190064 internal_weight=0 233.811 18.5362 internal_count=3093 2736 357 is_linear=0 shrinkage=0.00260285 Tree=2602 num_leaves=4 num_cat=0 split_feature=2 38 49 split_gain=10.0263 10.3241 0.263355 threshold=0.15305000000000002 0.10386000000000002 0.093655000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5599742233396887e-05 0.0029245625516144983 -0.004274202356379468 0.0018954472010570113 leaf_weight=231.36361108184792 7.1360903801396471 4.3144005625508717 3.9299679435789585 leaf_count=2956 79 31 30 internal_value=0 -9.55518e-05 0.00258173 internal_weight=0 235.678 11.0661 internal_count=3096 2987 109 is_linear=0 shrinkage=0.00276216 Tree=2603 num_leaves=4 num_cat=0 split_feature=51 0 1 split_gain=11.5661 11.8028 0.0752977 threshold=-0.40548499999999993 -0.074479999999999977 0.13522500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0026050270048030913 -0.00022564055293975216 0.00086344051723212533 -0.0035482683979937411 leaf_weight=4.4286706084385505 155.27762375073507 91.267985189100727 2.3385866396129131 leaf_count=103 2174 822 15 internal_value=0 0.000177732 -0.00298343 internal_weight=0 246.546 6.76726 internal_count=3114 2996 118 is_linear=0 shrinkage=0.00240463 Tree=2604 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=10.4352 12.2622 threshold=0.09586500000000002 -0.10726999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00065633749597875199 -0.0033483101509629003 -0.00031931420657365316 leaf_weight=95.033021874260157 4.0669203335419288 153.35108181810938 leaf_count=559 27 2512 internal_value=0 5.41026e-05 internal_weight=0 248.384 internal_count=3098 3071 is_linear=0 shrinkage=0.00213524 Tree=2605 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=10.7648 11.486 threshold=-1.0000000180025095e-35 -0.090899999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003710612024226283 0.00011818431600260621 -4.790261595842778e-05 leaf_weight=8.2034782199189049 58.647082214476541 189.96548677817918 leaf_count=84 476 2508 internal_value=0 -8.68756e-06 internal_weight=0 248.613 internal_count=3068 2984 is_linear=0 shrinkage=0.000328318 Tree=2606 num_leaves=4 num_cat=0 split_feature=12 132 42 split_gain=11.0412 11.1561 10.673 threshold=0.084045000000000022 0.082230000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1470194462022652e-05 -0.00033419555259707635 0.00036667650716385629 -3.6208286828264105e-05 leaf_weight=135.359579169075 18.866334025980905 14.329186187125741 94.338267117040232 leaf_count=942 715 94 1414 internal_value=0 6.38084e-05 -8.61511e-05 internal_weight=0 149.689 113.205 internal_count=3165 1036 2129 is_linear=0 shrinkage=0.000362489 Tree=2607 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=12.3888 25.7286 13.935 threshold=1.0000000180025095e-35 -0.074179999999999982 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020769371202530667 -0.00062836576758124659 0.00062154988712036805 0.00068110645428087952 leaf_weight=38.09661223157309 59.526108088903129 31.99961506924592 122.3841291917488 leaf_count=1249 759 345 796 internal_value=0 -0.000846025 0.000252488 internal_weight=0 70.0962 181.91 internal_count=3149 1594 1555 is_linear=0 shrinkage=0.0022215 Tree=2608 num_leaves=4 num_cat=0 split_feature=39 42 1 split_gain=11.3155 12.0863 9.59229 threshold=0.055555000000000007 0.10146500000000001 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3185860684386549e-05 -0.00012276852767734045 -0.00034686013022024572 0.00023845019867492896 leaf_weight=195.92550994642079 11.238191218581049 13.430180834606288 35.334700539708138 leaf_count=2459 66 269 300 internal_value=0 -3.47651e-05 0.000151202 internal_weight=0 209.356 46.5729 internal_count=3094 2728 366 is_linear=0 shrinkage=0.000341582 Tree=2609 num_leaves=3 num_cat=0 split_feature=457 456 split_gain=10.794 10.9764 threshold=0.53894500000000012 0.084065000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025608425571660735 -0.0041967075760110358 -0.0020578624000543153 leaf_weight=230.18172461120412 3.4032587781548491 12.918613311834632 leaf_count=2837 15 181 internal_value=0 0.000132228 internal_weight=0 243.1 internal_count=3033 3018 is_linear=0 shrinkage=0.00245272 Tree=2610 num_leaves=4 num_cat=0 split_feature=124 3 12 split_gain=10.1641 11.3759 5.91318 threshold=-0.048219999999999992 0.30991000000000007 -0.10298999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012254670614389178 -0.00040531087735735352 0.0021432745332248212 0.0014931938288426341 leaf_weight=4.7585361343808499 204.38205943978392 9.2958479411900026 26.854554391466081 leaf_count=41 2734 106 218 internal_value=0 -0.000293373 0.00108109 internal_weight=0 213.678 31.6131 internal_count=3099 2840 259 is_linear=0 shrinkage=0.00226593 Tree=2611 num_leaves=4 num_cat=0 split_feature=4 457 14 split_gain=10.4616 11.8846 1.0064 threshold=0.50673000000000001 0.069705000000000003 -0.46795499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0613163833396527e-05 0.00012099049969573206 0.00014694565650057639 0.00035785074552137613 leaf_weight=197.2672359374119 2.8648061063140622 43.216915209777653 9.5719025619328004 leaf_count=2645 31 266 138 internal_value=0 -1.50584e-05 0.000304856 internal_weight=0 240.484 12.4367 internal_count=3080 2911 169 is_linear=0 shrinkage=0.000341582 Tree=2612 num_leaves=4 num_cat=0 split_feature=480 1213 16 split_gain=9.86939 10.5995 1.30194 threshold=0.086640000000000009 -1.0000000180025095e-35 -0.26194999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027942833025641897 -8.3486727465105861e-05 2.9975601107529441e-05 -0.00044983029201692791 leaf_weight=15.408533722627906 1.6263633947819469 232.2656840311829 6.9539700390305352 leaf_count=468 14 2420 178 internal_value=0 1.06091e-05 -0.000382361 internal_weight=0 247.674 8.58033 internal_count=3080 2888 192 is_linear=0 shrinkage=0.000362489 Tree=2613 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=12.238 14.0904 9.7035 threshold=0.10100500000000003 -0.11550499999999998 -0.067199999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013932744589522381 0.0002526816198515015 -0.00013487715657037265 8.6779735234675084e-06 leaf_weight=34.524850382469594 36.614000205881894 115.68390345666558 62.873749140650034 leaf_count=202 308 2100 470 internal_value=0 -7.17955e-05 9.86606e-05 internal_weight=0 150.209 99.4877 internal_count=3080 2302 778 is_linear=0 shrinkage=0.000377134 Tree=2614 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=13.675 12.2069 10.1029 threshold=0.099470000000000017 -0.23098999999999997 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003162028334731719 2.8896435131879356e-05 -9.3615021602903864e-05 0.00026765209224527203 leaf_weight=9.3194239344447833 75.416709479875863 137.38375088653993 30.008049171417952 leaf_count=43 547 2238 259 internal_value=0 -6.73598e-05 9.70676e-05 internal_weight=0 146.703 105.425 internal_count=3087 2281 806 is_linear=0 shrinkage=0.000348413 Tree=2615 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=12.3386 15.6506 13.7603 threshold=1.0000000180025095e-35 -0.10092 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015710721500905887 -0.00028088813471014449 -0.00021344117870814578 8.155279798722256e-05 leaf_weight=18.666596502996981 13.637232365086673 52.624299508053809 169.51009512320161 leaf_count=73 154 1523 1345 internal_value=0 -0.000116324 5.44102e-05 internal_weight=0 71.2909 183.147 internal_count=3095 1596 1499 is_linear=0 shrinkage=0.000348413 Tree=2616 num_leaves=4 num_cat=0 split_feature=3 3 39 split_gain=12.3732 12.4168 3.60654 threshold=0.17769000000000004 -0.10075499999999998 -0.042029999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010795601054238754 7.288459312718181e-06 -6.3709295079927015e-05 0.00035622388884925046 leaf_weight=61.760433328337967 4.2408438967540887 170.69446217280347 12.86843390483409 leaf_count=424 26 2486 117 internal_value=0 -1.80699e-05 0.000270344 internal_weight=0 232.455 17.1093 internal_count=3053 2910 143 is_linear=0 shrinkage=0.000328318 Tree=2617 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=12.2866 18.4204 12.1083 threshold=0.0047850000000000011 -0.10462499999999998 0.086230000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018575244313589473 -0.00016519967851383265 -7.7761469717983737e-05 0.00025788510040270635 leaf_weight=39.654649905860424 10.381161476951091 169.20276889251545 38.02170223928988 leaf_count=260 66 2427 295 internal_value=0 -2.76568e-05 0.000166973 internal_weight=0 208.857 48.4029 internal_count=3048 2687 361 is_linear=0 shrinkage=0.000348413 Tree=2618 num_leaves=4 num_cat=0 split_feature=457 376 52 split_gain=10.4285 12.9548 12.1506 threshold=0.079930000000000015 1.0000000180025095e-35 -0.089949999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040395786417798583 -0.0020773213543075378 0.0019003968040483816 0.0017342641984222263 leaf_weight=190.23408310906962 6.0628841929137698 16.490571429021657 34.717121556401253 leaf_count=2725 52 116 207 internal_value=0 -0.000219209 0.00116345 internal_weight=0 206.725 40.78 internal_count=3100 2841 259 is_linear=0 shrinkage=0.00250177 Tree=2619 num_leaves=4 num_cat=0 split_feature=15 1374 159 split_gain=12.5972 11.0721 5.70713 threshold=-0.24269999999999997 0.090240000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011326402403258161 -6.7022357867026062e-06 -0.00046004353202470807 0.00032478222121018615 leaf_weight=4.1883545704185989 231.84515715879388 6.3492734385654321 18.843936432152987 leaf_count=26 2791 49 217 internal_value=0 -1.89969e-05 0.000244962 internal_weight=0 238.194 23.0323 internal_count=3083 2840 243 is_linear=0 shrinkage=0.000341582 Tree=2620 num_leaves=4 num_cat=0 split_feature=10 43 3 split_gain=10.4068 9.13779 0.436916 threshold=-0.088499999999999981 -0.59779499999999997 -0.065674999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021368964350107749 0.0012783853905783498 -2.1474183547784168e-05 0.00036153228107690369 leaf_weight=4.3917447961866856 0.5207354761660089 238.97894814459141 7.4097758177667838 leaf_count=25 2 2979 74 internal_value=0 -1.80519e-05 0.00030904 internal_weight=0 239.5 11.8015 internal_count=3080 2981 99 is_linear=0 shrinkage=0.000341582 Tree=2621 num_leaves=4 num_cat=0 split_feature=1 0 453 split_gain=10.6911 10.7571 9.17176 threshold=0.10423500000000001 -0.10643499999999999 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.4512924777427156e-05 0.00012312890678111915 -0.00011885970021751237 -0.00031747566861908155 leaf_weight=54.562346403487027 91.529763382859528 108.26844582636841 6.2763297185301772 leaf_count=323 680 2078 32 internal_value=0 -5.40565e-05 9.45241e-05 internal_weight=0 162.831 97.8061 internal_count=3113 2401 712 is_linear=0 shrinkage=0.000355382 Tree=2622 num_leaves=4 num_cat=0 split_feature=1456 4 151 split_gain=9.55402 10.2548 1.54056 threshold=1.0000000180025095e-35 0.50500500000000004 -0.14608999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0455330219844382e-05 0.00038274833909586275 0.0029711918916918829 -0.0037945005848580046 leaf_weight=227.28989388339687 1.0279306974261997 12.557663483545182 7.6364525393582863 leaf_count=2662 10 178 256 internal_value=0 0.000137491 -0.00330036 internal_weight=0 239.848 8.66438 internal_count=3106 2840 266 is_linear=0 shrinkage=0.00323631 Tree=2623 num_leaves=4 num_cat=0 split_feature=14 43 52 split_gain=10.9907 10.3145 0.663863 threshold=0.077685000000000018 -0.59779499999999997 -0.014099999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011859263405607542 -0.002438595190532261 -5.9270684560755948e-05 -0.0044056311973882387 leaf_weight=0.4658055305480947 2.9255327018909156 236.7931740290951 3.9342185454443088 leaf_count=1 43 2974 58 internal_value=0 -3.02883e-05 -0.00361937 internal_weight=0 237.259 6.85975 internal_count=3076 2975 101 is_linear=0 shrinkage=0.0028174 Tree=2624 num_leaves=4 num_cat=0 split_feature=133 484 123 split_gain=10.069 9.72556 4.80616 threshold=0.11312000000000001 -0.0048899999999999994 0.091810000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016573367809610288 -0.0031093873686557868 0.0004621953376558733 0.0027840252904366789 leaf_weight=19.349741259939037 10.158200862002557 219.98947186546866 1.1985333636403073 leaf_count=426 384 2266 13 internal_value=0 0.000290144 -0.00246632 internal_weight=0 239.339 11.3567 internal_count=3089 2692 397 is_linear=0 shrinkage=0.00287375 Tree=2625 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=9.72578 11.8919 threshold=-0.52054499999999992 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0036950548115884294 -0.00014058671497039024 0.001425135619073008 leaf_weight=4.3637283807620397 204.4206487594638 37.24559277202934 leaf_count=53 2675 346 internal_value=0 0.000101271 internal_weight=0 241.666 internal_count=3074 3021 is_linear=0 shrinkage=0.00255181 Tree=2626 num_leaves=4 num_cat=0 split_feature=1375 150 3 split_gain=11.6736 11.4737 5.04301 threshold=-1.0000000180025095e-35 0.082085000000000019 0.10131000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0035754582065816408 -0.00020687781176949535 0.0014192453568246731 0.00015493600966425865 leaf_weight=11.23127152957022 181.68122981418855 49.197723752819002 4.5218810252845278 leaf_count=120 2612 324 21 internal_value=0 0.000140151 -0.00251113 internal_weight=0 230.879 15.7532 internal_count=3077 2936 141 is_linear=0 shrinkage=0.00298985 Tree=2627 num_leaves=4 num_cat=0 split_feature=42 39 132 split_gain=15.7423 15.4198 13.2254 threshold=-1.0000000180025095e-35 0.0047850000000000011 0.084025000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033306504571800903 -1.7293949414182799e-05 0.00022290614461695278 0.00012717930155028547 leaf_weight=27.958285137778148 176.58594299724791 37.755462178960443 9.7700985344126803 leaf_count=707 1931 292 141 internal_value=0 2.51107e-05 -0.000213857 internal_weight=0 214.341 37.7284 internal_count=3071 2223 848 is_linear=0 shrinkage=0.000341582 Tree=2628 num_leaves=4 num_cat=0 split_feature=14 3 48 split_gain=11.3283 10.3954 0.697165 threshold=0.077685000000000018 -0.10643499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011816567395282816 -0.0043234635855582152 -0.00016829858937225098 -0.002464200645272968 leaf_weight=53.956634299829602 2.8866255134344101 184.73285092005972 4.4872614783234885 leaf_count=325 20 2641 80 internal_value=0 0.000137275 -0.00324582 internal_weight=0 238.689 7.37389 internal_count=3066 2966 100 is_linear=0 shrinkage=0.002708 Tree=2629 num_leaves=4 num_cat=0 split_feature=4 48 376 split_gain=13.4522 15.9394 13.2811 threshold=0.27150500000000005 0.12933000000000003 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.6285746148449169e-05 0.00023879638355352596 -0.00049964787046477565 0.0002251309796409288 leaf_weight=191.84600025555119 39.877371289767325 4.5345958322286597 20.103445610031486 leaf_count=2585 346 21 114 internal_value=0 0.000162332 -6.56965e-05 internal_weight=0 44.412 211.949 internal_count=3066 367 2699 is_linear=0 shrinkage=0.000377134 Tree=2630 num_leaves=4 num_cat=0 split_feature=128 156 52 split_gain=11.767 10.1094 0.845754 threshold=0.081680000000000016 0.11896500000000002 -0.14956499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028447721003352876 -0.0012921746012228947 -0.0036680103591985782 -0.0035284932173139183 leaf_weight=228.79409671784379 1.8076155786402521 4.9344061776064327 6.7452081332448852 leaf_count=2701 41 92 186 internal_value=0 0.000199317 -0.00307866 internal_weight=0 233.729 8.55282 internal_count=3020 2793 227 is_linear=0 shrinkage=0.00276216 Tree=2631 num_leaves=4 num_cat=0 split_feature=52 0 12 split_gain=10.2765 13.6096 1.26639 threshold=-0.42985499999999993 -0.074654999999999985 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.17864346125314e-05 -4.3743439150757294e-05 0.00012408837985946822 -0.00037034819093313838 leaf_weight=1.1025660810992111 156.79212349967565 93.557973877992481 9.4828132512047869 leaf_count=7 2053 767 266 internal_value=0 1.90042e-05 -0.000329703 internal_weight=0 250.35 10.5854 internal_count=3093 2820 273 is_linear=0 shrinkage=0.000348413 Tree=2632 num_leaves=4 num_cat=0 split_feature=2 14 49 split_gain=9.83169 11.5918 0.316084 threshold=0.153865 0.077685000000000018 0.036605000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.622385841846958e-06 0.00037415068927440168 -0.00048643029546663129 0.00023350788355707178 leaf_weight=236.70460977312177 7.2630618363618833 6.6077584405429652 4.1352031789720058 leaf_count=2897 77 96 28 internal_value=0 -1.6952e-05 0.000325894 internal_weight=0 243.312 11.3983 internal_count=3098 2993 105 is_linear=0 shrinkage=0.000362489 Tree=2633 num_leaves=4 num_cat=0 split_feature=39 133 1 split_gain=15.0583 15.239 11.8404 threshold=0.0047850000000000011 0.084735000000000019 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.2349180532924755e-06 -0.00011932298865950995 -0.00028647366855781521 0.0002988118387575491 leaf_weight=179.21451775857713 12.781464307568966 29.109468462411314 38.349077335558832 leaf_count=1907 73 822 302 internal_value=0 -3.39373e-05 0.000194255 internal_weight=0 208.324 51.1305 internal_count=3104 2729 375 is_linear=0 shrinkage=0.000377134 Tree=2634 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=10.587 17.6244 3.9691 threshold=-0.49367499999999992 -0.0033699999999999993 -0.55219499999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.1293291615171784e-05 -0.00011133384609604005 0.0016548899674682302 -0.0025317716321508945 leaf_weight=3.7224386483430854 205.62417103617918 30.701084377244115 10.138222163543103 leaf_count=37 2746 188 112 internal_value=0 0.000118792 -0.00183223 internal_weight=0 236.325 13.8607 internal_count=3083 2934 149 is_linear=0 shrinkage=0.00217794 Tree=2635 num_leaves=4 num_cat=0 split_feature=123 1456 133 split_gain=11.18 11.4729 9.15319 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7597319603125021e-06 -0.00027320281518169423 -0.00043107129476764946 0.00027470302479226677 leaf_weight=219.9435887162108 4.0318223498761681 7.621261457912623 25.794998697936535 leaf_count=2596 32 247 232 internal_value=0 -2.21417e-05 0.000199895 internal_weight=0 227.565 29.8268 internal_count=3107 2843 264 is_linear=0 shrinkage=0.000341582 Tree=2636 num_leaves=4 num_cat=0 split_feature=12 49 3 split_gain=12.7638 14.7432 12.6972 threshold=0.081135000000000013 -0.073234999999999981 -0.016239999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022890556921240137 0.00013261311566996605 -0.00015704929114331069 -4.3728336381326167e-06 leaf_weight=34.848766623996198 24.929004247300327 92.649577116826549 104.00725426152349 leaf_count=195 141 2095 662 internal_value=0 -9.55673e-05 5.43104e-05 internal_weight=0 117.579 138.856 internal_count=3093 2236 857 is_linear=0 shrinkage=0.000334884 Tree=2637 num_leaves=3 num_cat=0 split_feature=472 1212 split_gain=8.78583 8.506 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0031711117241791562 -0.00305482403708099 8.8716162612110743e-05 leaf_weight=6.7378394724801174 6.6436374938348299 235.45727642555721 leaf_count=162 225 2713 internal_value=0 1.0801e-06 internal_weight=0 242.101 internal_count=3100 2938 is_linear=0 shrinkage=0.00276216 Tree=2638 num_leaves=4 num_cat=0 split_feature=1213 156 4 split_gain=10.2798 8.74289 3.05383 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.16251999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001993742660663459 -0.003216553934489092 0.000222909768878362 -0.0028177114791785697 leaf_weight=1.0670266896486271 5.9077250561676911 230.52925158850849 12.081531981122678 leaf_count=5 156 2512 446 internal_value=0 0.000135488 -0.00241372 internal_weight=0 236.437 13.1486 internal_count=3119 2668 451 is_linear=0 shrinkage=0.0028174 Tree=2639 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=10.7453 13.4793 7.25768 threshold=0.26746000000000009 -0.061889999999999994 0.12540500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3529354161366297e-05 -0.0020549315738791142 0.0014808018764194519 0.0022371398935296574 leaf_weight=167.88754424813669 23.04749023355544 53.982363370712847 3.2072441317141047 leaf_count=2372 356 371 12 internal_value=0 0.000305206 -0.00152334 internal_weight=0 221.87 26.2547 internal_count=3111 2743 368 is_linear=0 shrinkage=0.002708 Tree=2640 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=11.9644 14.6212 9.99315 threshold=0.076845000000000011 -0.059114999999999994 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016566324317675699 0.00054767807720044559 0.00044565608512443989 -0.00072418989244030999 leaf_weight=41.747784344363026 134.11537231551483 26.701565120369196 39.341964215040207 leaf_count=1420 1179 171 301 internal_value=0 -0.000837157 0.000258924 internal_weight=0 68.4493 173.457 internal_count=3071 1591 1480 is_linear=0 shrinkage=0.0022215 Tree=2641 num_leaves=4 num_cat=0 split_feature=52 0 132 split_gain=13.6505 11.8274 3.65472 threshold=-0.24600999999999998 -0.061689999999999988 0.081700000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029792487514712813 -0.00018115763012972386 0.0012496681043601017 0.0011129249369619342 leaf_weight=14.01025623991154 169.99880777997896 62.674758751876652 1.9159873011521984 leaf_count=314 2360 410 31 internal_value=0 0.000204676 -0.00248261 internal_weight=0 232.674 15.9262 internal_count=3115 2770 345 is_linear=0 shrinkage=0.0028174 Tree=2642 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=9.97762 13.698 10.6864 threshold=0.2625650000000001 0.080455000000000013 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.706850921393614e-05 0.00021239454763024101 -0.00044526772017053248 -0.00030017696717624055 leaf_weight=194.59424763370771 42.677114061079919 10.667542120441793 6.2910339683294287 leaf_count=2576 376 137 31 internal_value=0 -3.95528e-05 0.000146009 internal_weight=0 205.262 48.9681 internal_count=3120 2713 407 is_linear=0 shrinkage=0.000369739 Tree=2643 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=11.5107 11.4548 10.3986 threshold=0.10100500000000003 -0.12077499999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012929119186733988 0.0001759274302863672 -0.00011277883892297447 -8.7097952602833891e-05 leaf_weight=35.78663631901145 76.098668049089611 123.31064089888241 29.633967014029622 leaf_count=195 598 2159 196 internal_value=0 -5.8276e-05 0.000102194 internal_weight=0 159.097 105.733 internal_count=3148 2354 794 is_linear=0 shrinkage=0.000377134 Tree=2644 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=13.6974 16.6767 11.7446 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026418912839143335 -0.0003270975952421597 8.2754781972562916e-05 7.2003763015625978e-05 leaf_weight=43.020333646330982 9.3251857412978989 27.496896036434919 174.27770817419514 leaf_count=1391 165 154 1347 internal_value=0 -0.000128988 5.15464e-05 internal_weight=0 70.5172 183.603 internal_count=3057 1545 1512 is_linear=0 shrinkage=0.000348413 Tree=2645 num_leaves=4 num_cat=0 split_feature=484 42 150 split_gain=10.9838 11.1445 7.83945 threshold=-0.0048899999999999994 -1.0000000180025095e-35 0.10117000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033371452716264864 -0.00015152227353423629 6.5210654979796847e-05 0.00029289450194781082 leaf_weight=19.610776296700354 40.436180537333712 201.05976295634173 3.2285688407719126 leaf_count=470 805 1848 13 internal_value=0 2.88674e-05 -0.00024414 internal_weight=0 241.496 22.8393 internal_count=3136 2653 483 is_linear=0 shrinkage=0.000377134 Tree=2646 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=10.8055 9.62752 threshold=-0.095439999999999983 0.11749000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0028818308324557182 0.00011223433140923587 -0.0031850628306018692 leaf_weight=6.2574710752814999 232.40093056776095 4.3418775430181986 leaf_count=50 2892 114 internal_value=0 5.02846e-05 internal_weight=0 236.743 internal_count=3056 3006 is_linear=0 shrinkage=0.0022215 Tree=2647 num_leaves=4 num_cat=0 split_feature=4 38 48 split_gain=10.6985 12.2874 7.94294 threshold=0.27150500000000005 0.089560000000000015 0.12011000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017666419941781721 0.0018533489390239071 -0.0046565629024876631 -0.0019952703853037333 leaf_weight=194.05691849871073 35.217263699509203 5.2954949084669343 5.2048877701163283 leaf_count=2664 340 36 26 internal_value=0 -0.000298213 0.00135365 internal_weight=0 199.352 40.4222 internal_count=3066 2700 366 is_linear=0 shrinkage=0.00293123 Tree=2648 num_leaves=4 num_cat=0 split_feature=376 2 1 split_gain=10.073 10.1455 3.30027 threshold=0.048375000000000008 0.14832500000000001 0.086100000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025367491528091287 4.4110958935692052e-05 0.0020227784758570706 0.0023171610765377712 leaf_weight=213.30279207229614 5.8766237050294903 14.030534823425112 16.349991504102945 leaf_count=2815 22 126 144 internal_value=0 -0.00011225 0.00171941 internal_weight=0 227.333 22.2266 internal_count=3107 2941 166 is_linear=0 shrinkage=0.00260285 Tree=2649 num_leaves=4 num_cat=0 split_feature=39 13 42 split_gain=9.50994 13.9705 8.71006 threshold=0.0047850000000000011 -0.15325499999999995 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002115473166866745 -0.00026717240343604627 -6.1179300759328824e-05 0.00021803542497098892 leaf_weight=28.559005121700466 5.4334139917045823 177.23371737729758 40.106844688765705 leaf_count=197 35 2524 307 internal_value=0 -2.3237e-05 0.000159632 internal_weight=0 205.793 45.5403 internal_count=3063 2721 342 is_linear=0 shrinkage=0.000362489 Tree=2650 num_leaves=4 num_cat=0 split_feature=123 457 124 split_gain=11.1397 11.0009 4.12294 threshold=1.0000000180025095e-35 0.082335000000000005 -0.048219999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.236213869471043e-05 0.00026834259877510667 0.0001415971019078866 -2.9469337401906048e-05 leaf_weight=182.4480654791696 22.705276424065236 36.294010494835675 7.877165922895073 leaf_count=2606 182 211 74 internal_value=0 -3.68074e-05 0.000191807 internal_weight=0 218.742 30.5824 internal_count=3073 2817 256 is_linear=0 shrinkage=0.000355382 Tree=2651 num_leaves=3 num_cat=0 split_feature=52 484 split_gain=11.9947 12.3625 threshold=-0.41845999999999994 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037362793362316046 -0.00026092791316743928 2.2981325432923643e-05 leaf_weight=10.894294380210338 20.26441312872339 215.65117634786293 leaf_count=290 447 2361 internal_value=0 -1.5178e-06 internal_weight=0 235.916 internal_count=3098 2808 is_linear=0 shrinkage=0.000348413 Tree=2652 num_leaves=4 num_cat=0 split_feature=1 0 14 split_gain=12.7494 19.6533 13.0393 threshold=1.0000000180025095e-35 -0.06951499999999998 0.073890000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029273529339381843 8.1745326104465057e-05 9.4650830986070275e-05 -0.00041414167998096984 leaf_weight=40.747580481809564 170.51948483195156 31.790454575791955 7.4605444073677054 leaf_count=1309 1366 244 102 internal_value=0 -0.000123076 6.07115e-05 internal_weight=0 72.538 177.98 internal_count=3021 1553 1468 is_linear=0 shrinkage=0.000369739 Tree=2653 num_leaves=4 num_cat=0 split_feature=1348 159 1429 split_gain=9.63413 11.3315 2.25037 threshold=0.084620000000000015 -0.032069999999999994 0.084710000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030673029630666878 0.00015718999327963304 8.2448247402922948e-06 0.00047484146711594606 leaf_weight=18.1820043832995 6.7447617296129447 221.97946432314347 6.6772679165005684 leaf_count=407 57 2578 20 internal_value=0 -1.5733e-05 0.000317838 internal_weight=0 240.161 13.422 internal_count=3062 2985 77 is_linear=0 shrinkage=0.000384677 Tree=2654 num_leaves=4 num_cat=0 split_feature=1 42 43 split_gain=12.1799 11.6501 8.21513 threshold=0.10100500000000003 0.092010000000000022 -0.043084999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6458878990692942e-05 0.00019527152558911282 -0.00028627191686169344 5.9063982388219367e-06 leaf_weight=130.34829689620528 41.516082553192973 21.594804228283465 60.725781071931124 leaf_count=1849 355 464 430 internal_value=0 -6.35682e-05 8.2929e-05 internal_weight=0 151.943 102.242 internal_count=3098 2313 785 is_linear=0 shrinkage=0.000328318 Tree=2655 num_leaves=4 num_cat=0 split_feature=123 130 133 split_gain=9.85919 10.4386 8.50966 threshold=1.0000000180025095e-35 0.079100000000000018 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.6228779034546452e-06 -0.0017592196191927511 -0.0027340424902612282 0.0018999162798054498 leaf_weight=207.97646428353619 4.3747285902500179 8.5918913196073827 26.491322520188987 leaf_count=2481 34 350 231 internal_value=0 -0.000102503 0.00137681 internal_weight=0 216.568 30.8661 internal_count=3096 2831 265 is_linear=0 shrinkage=0.00245272 Tree=2656 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=11.6519 9.7916 1.13085 threshold=0.25537500000000007 0.075180000000000011 -0.23798499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2744459983176733e-05 -5.6767387866081409e-05 0.0002293002639613287 -0.00046800257593430976 leaf_weight=222.65878971200436 1.0325922630727289 24.251060868147761 7.4128876291215402 leaf_count=2775 9 173 176 internal_value=0 1.11219e-05 -0.000419123 internal_weight=0 246.91 8.44548 internal_count=3133 2948 185 is_linear=0 shrinkage=0.000362489 Tree=2657 num_leaves=4 num_cat=0 split_feature=39 13 42 split_gain=9.93053 12.152 6.41922 threshold=0.0047850000000000011 -0.10462499999999998 -0.0043149999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012357528294831841 -0.00067103511965903718 -0.00059047030940488166 0.0017908984519572715 leaf_weight=36.860606807749718 11.420365883037446 161.61944281705655 36.555982313118875 leaf_count=269 70 2439 307 internal_value=0 -0.000250809 0.00120466 internal_weight=0 198.48 47.9763 internal_count=3085 2708 377 is_linear=0 shrinkage=0.00287375 Tree=2658 num_leaves=4 num_cat=0 split_feature=128 14 2 split_gain=9.51806 8.91501 2.23638 threshold=0.085185000000000025 0.077685000000000018 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015315802192299215 -0.0038572841230480642 -0.0034683022950432714 2.8755659101115413e-05 leaf_weight=229.36863766540773 7.2585344072431308 6.3891471251845351 1.6918013989925382 leaf_count=2770 190 87 29 internal_value=0 5.34149e-05 -0.00313146 internal_weight=0 235.758 8.95034 internal_count=3076 2857 219 is_linear=0 shrinkage=0.00304965 Tree=2659 num_leaves=4 num_cat=0 split_feature=15 13 52 split_gain=13.1555 13.6927 11.2878 threshold=0.082805000000000004 -0.24921999999999997 -0.32783999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002655815451889879 0.00074770563024428025 -0.00024729930183250634 5.7456341911840054e-05 leaf_weight=14.549191166879607 1.7337485682219256 34.053645317675546 200.49549806723371 leaf_count=303 7 1084 1647 internal_value=0 -0.000196914 3.54739e-05 internal_weight=0 35.7874 215.045 internal_count=3041 1091 1950 is_linear=0 shrinkage=0.000355382 Tree=2660 num_leaves=4 num_cat=0 split_feature=4 483 1 split_gain=9.09588 10.4364 0.925178 threshold=0.50673000000000001 0.080590000000000009 0.11259500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2853930721008079e-06 0.00064214645732705276 -0.00207662052480694 0.0025523827103048091 leaf_weight=217.15381212066859 1.9721704013645638 15.562587759457527 8.3413024200126511 leaf_count=2610 12 304 151 internal_value=0 -0.000143802 0.00219792 internal_weight=0 232.716 10.3135 internal_count=3077 2914 163 is_linear=0 shrinkage=0.00245272 Tree=2661 num_leaves=4 num_cat=0 split_feature=123 3 0 split_gain=11.2228 12.1883 3.588 threshold=1.0000000180025095e-35 -0.097724999999999992 -0.067014999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010984021559696005 0.00010450329987219532 -7.6721110453797407e-05 0.00034953868501792784 leaf_weight=63.748382891528308 20.154583611525595 164.56745025666896 12.907878817059098 leaf_count=456 167 2364 109 internal_value=0 -2.46028e-05 0.000201024 internal_weight=0 228.316 33.0625 internal_count=3096 2820 276 is_linear=0 shrinkage=0.000362489 Tree=2662 num_leaves=4 num_cat=0 split_feature=16 133 16 split_gain=14.0985 10.8328 8.95505 threshold=0.26746000000000009 -0.25351499999999993 0.68100000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0039825335755820125 -0.0030815624345628435 0.00022319426174649228 0.0029138827373581073 leaf_weight=5.9811015612212932 21.135309269418944 216.03333947458304 2.6300110362935802 leaf_count=175 339 2583 24 internal_value=0 0.000107941 -0.00240752 internal_weight=0 222.014 23.7653 internal_count=3121 2758 363 is_linear=0 shrinkage=0.00311064 Tree=2663 num_leaves=4 num_cat=0 split_feature=1213 52 475 split_gain=9.4874 9.39478 8.32295 threshold=-1.0000000180025095e-35 -0.42985499999999993 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00054807890176675677 -0.00034530149696646663 2.9848354449400213e-05 -0.00039625726141490135 leaf_weight=1.3806246519088734 9.7936352752149087 228.70689021772705 12.876395537168717 leaf_count=2 272 2353 461 internal_value=0 1.42886e-05 -0.000301251 internal_weight=0 238.501 14.257 internal_count=3088 2625 463 is_linear=0 shrinkage=0.000377134 Tree=2664 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=17.3981 14.8591 9.60414 threshold=0.099470000000000017 -0.11550499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011513162628147725 -0.00033166342754386609 -0.00012951730859859869 0.00011224213200984748 leaf_weight=31.452746058814228 4.9902767911553374 114.17431686678901 101.51347663067281 leaf_count=186 106 2124 715 internal_value=0 -7.66298e-05 9.11163e-05 internal_weight=0 145.627 106.504 internal_count=3131 2310 821 is_linear=0 shrinkage=0.000315569 Tree=2665 num_leaves=4 num_cat=0 split_feature=39 3 1 split_gain=12.6438 15.1302 10.5836 threshold=0.0047850000000000011 0.17769000000000004 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005745455965971304 -0.0011966511994584564 0.0022701120169770911 0.0019447319384327724 leaf_weight=189.05869261885528 10.121531070210038 14.673094286583362 34.186033898964524 leaf_count=2653 68 129 286 internal_value=0 -0.000368534 0.00122591 internal_weight=0 203.732 44.3076 internal_count=3136 2782 354 is_linear=0 shrinkage=0.002708 Tree=2666 num_leaves=4 num_cat=0 split_feature=39 3 1 split_gain=10.4276 18.4635 10.09 threshold=0.0047850000000000011 -0.097724999999999992 0.086230000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011413557846553246 -0.0013469942553202292 -0.00099689473136954404 0.0022118942463240625 leaf_weight=58.437964205630124 10.43976632109843 132.91974092274904 33.597798288799822 leaf_count=433 69 2266 295 internal_value=0 -0.000343617 0.00136693 internal_weight=0 191.358 44.0376 internal_count=3063 2699 364 is_linear=0 shrinkage=0.00317285 Tree=2667 num_leaves=4 num_cat=0 split_feature=15 4 12 split_gain=9.2918 17.1095 9.16879 threshold=0.084580000000000016 0.15164000000000002 0.085945000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00066117035469673237 -0.0024460626559081196 0.0029615934816310044 -0.00063814823947254331 leaf_weight=142.64362756162882 25.390297167818066 5.8612276138737789 65.296295356703922 leaf_count=1126 960 38 952 internal_value=0 -0.0014249 0.000253041 internal_weight=0 31.2515 207.94 internal_count=3076 998 2078 is_linear=0 shrinkage=0.00287375 Tree=2668 num_leaves=4 num_cat=0 split_feature=132 47 131 split_gain=9.76936 10.3758 6.48105 threshold=0.08018500000000002 0.08593000000000002 0.088960000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016694607708194097 0.0024684447135284501 -0.0015900980653213359 -0.0010351112534242267 leaf_weight=173.8696871350985 23.068440538365397 37.99250424746424 6.1621576689649364 leaf_count=2389 170 356 135 internal_value=0 -0.000148812 0.00172872 internal_weight=0 211.862 29.2306 internal_count=3050 2745 305 is_linear=0 shrinkage=0.00304965 Tree=2669 num_leaves=4 num_cat=0 split_feature=1213 1365 0 split_gain=14.0743 12.5101 1.77816 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12985499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.5454463320664766e-05 4.9704268139630986e-05 -0.00048144863156615554 -0.00040739142820591837 leaf_weight=2.5019631292670956 231.92055389238521 5.8652348332107058 10.860215713037176 leaf_count=22 2544 59 441 internal_value=0 3.63824e-05 -0.000344442 internal_weight=0 237.786 13.3622 internal_count=3066 2603 463 is_linear=0 shrinkage=0.000362489 Tree=2670 num_leaves=4 num_cat=0 split_feature=403 376 15 split_gain=9.67938 9.99025 3.46014 threshold=-0.092224999999999988 1.0000000180025095e-35 -0.17159499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025128156512774474 6.0871462885909449e-07 0.00024354244372539781 -0.00038449279962601802 leaf_weight=1.136308561079203 227.96665416110773 23.479739248752594 9.79598227329552 leaf_count=17 2594 167 351 internal_value=0 2.33919e-05 -0.000316532 internal_weight=0 251.446 10.9323 internal_count=3129 2761 368 is_linear=0 shrinkage=0.000355382 Tree=2671 num_leaves=4 num_cat=0 split_feature=480 1429 16 split_gain=11.4261 10.1331 0.876825 threshold=0.086640000000000009 -1.0000000180025095e-35 -0.26194999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039885138109084251 -0.00011186969770435326 3.9895790736036799e-05 -0.0004613713038529708 leaf_weight=7.0077204511035225 1.1924160048365591 243.13744162209332 6.7507947403937569 leaf_count=138 13 2731 185 internal_value=0 2.74315e-05 -0.000411189 internal_weight=0 250.145 7.94321 internal_count=3067 2869 198 is_linear=0 shrinkage=0.000362489 Tree=2672 num_leaves=4 num_cat=0 split_feature=52 1 42 split_gain=13.3862 13.05 6.27096 threshold=-0.24600999999999998 0.076845000000000011 0.091785000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042405659608093273 -0.00012015092820429685 6.7342950566148872e-05 5.6066234776685738e-05 leaf_weight=13.45323631190695 65.251498320838436 165.7323657842353 4.5688018342480055 leaf_count=285 1379 1342 78 internal_value=0 1.43445e-05 -0.000302745 internal_weight=0 230.984 18.022 internal_count=3084 2721 363 is_linear=0 shrinkage=0.000355382 Tree=2673 num_leaves=4 num_cat=0 split_feature=1456 156 12 split_gain=10.2161 9.41825 3.30594 threshold=1.0000000180025095e-35 0.11896500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018037666990618773 0.0011781956862281569 -0.0033801195953067102 -0.003379040182808114 leaf_weight=233.64981926162727 1.2486233257222918 5.2446828158572307 7.8584773485781607 leaf_count=2731 9 97 255 internal_value=0 0.000100663 -0.0027475 internal_weight=0 238.895 9.1071 internal_count=3092 2828 264 is_linear=0 shrinkage=0.0026549 Tree=2674 num_leaves=4 num_cat=0 split_feature=403 158 4 split_gain=10.2249 9.30899 0.203418 threshold=-0.092224999999999988 0.11015500000000002 0.26838000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0030170302273514319 0.0002436743543408613 -0.0030586360296574419 -0.0013989572930168061 leaf_weight=8.2229991223430225 228.72084982157685 6.8708924024831495 0.97728050127625543 leaf_count=346 2602 140 15 internal_value=0 0.000145957 -0.00286404 internal_weight=0 235.592 9.20028 internal_count=3103 2742 361 is_linear=0 shrinkage=0.0028174 Tree=2675 num_leaves=4 num_cat=0 split_feature=484 1429 150 split_gain=11.3408 10.273 5.32288 threshold=-0.0048899999999999994 0.084515000000000021 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0027760756717718628 -6.3463519474806065e-05 0.0020704380656543079 0.0014999742846701738 leaf_weight=17.064438302535567 197.54142088117078 21.380543446168303 2.8545547258108845 leaf_count=478 2441 160 18 internal_value=0 0.000145891 -0.00215832 internal_weight=0 218.922 19.919 internal_count=3097 2601 496 is_linear=0 shrinkage=0.00293123 Tree=2676 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=13.3076 10.4192 7.4008 threshold=-0.0048899999999999994 -0.51586999999999994 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028932285195974071 -0.0030571266070163741 0.00041324001271603693 0.0018578978616867745 leaf_weight=16.815628700191159 7.2714530685916534 221.66720126429573 3.1432033451274028 leaf_count=459 196 2417 17 internal_value=0 0.000301575 -0.00213881 internal_weight=0 228.939 19.9588 internal_count=3089 2613 476 is_linear=0 shrinkage=0.00287375 Tree=2677 num_leaves=4 num_cat=0 split_feature=482 133 13 split_gain=9.26975 9.14035 0.252685 threshold=0.10022500000000002 -0.10164499999999999 -0.018539999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018410091589587925 -0.0025681057421169727 0.0002544980297122546 -0.004057605580155263 leaf_weight=14.91450862912461 2.5825817952863872 229.21249098668341 2.5340961660258463 leaf_count=374 85 2621 20 internal_value=0 0.000125691 -0.00337689 internal_weight=0 244.127 5.11668 internal_count=3100 2995 105 is_linear=0 shrinkage=0.00260285 Tree=2678 num_leaves=4 num_cat=0 split_feature=0 0 3 split_gain=9.06009 22.9621 13.5373 threshold=-0.07087499999999998 -0.11045499999999998 -0.0039799999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049373626879444378 0.0013271629940789609 -0.001592871489021958 -0.0011673217825225093 leaf_weight=90.050419782754034 63.036816076608375 67.625726771890186 21.25075569562614 leaf_count=540 610 1778 170 internal_value=0 -0.000401684 0.000697534 internal_weight=0 157.676 84.2876 internal_count=3098 2318 780 is_linear=0 shrinkage=0.002708 Tree=2679 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=11.9726 14.7159 11.5481 threshold=0.28122000000000008 0.077165000000000025 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.1438096783327452e-05 0.00022667320877716254 -0.0004211169505867627 -0.00032243333632602915 leaf_weight=199.75375507073477 33.468740520067513 13.673643783666192 5.5502019301056853 leaf_count=2638 310 168 29 internal_value=0 -6.5971e-05 0.000147867 internal_weight=0 213.427 39.0189 internal_count=3145 2806 339 is_linear=0 shrinkage=0.000355382 Tree=2680 num_leaves=4 num_cat=0 split_feature=1 132 13 split_gain=10.1971 11.2175 4.82107 threshold=0.12700000000000003 0.08018500000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004172464854195293 0.0029030620952498003 0.0013740243260524638 0.00067753121839997637 leaf_weight=186.80081999488175 10.555499232374133 28.273109944537282 19.499545628204942 leaf_count=2547 139 275 130 internal_value=0 -0.000181178 0.00146702 internal_weight=0 215.074 30.055 internal_count=3091 2822 269 is_linear=0 shrinkage=0.0026549 Tree=2681 num_leaves=4 num_cat=0 split_feature=12 42 16 split_gain=10.3179 11.6956 10.7312 threshold=0.080020000000000022 -1.0000000180025095e-35 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00076765608834659818 -0.0027354765929716455 -0.00028085784834192907 -0.0014582271175551363 leaf_weight=112.13273415295407 15.9410986257717 92.875657474738546 17.564388886326924 leaf_count=707 693 1536 132 internal_value=0 -0.000642889 0.000465215 internal_weight=0 108.817 129.697 internal_count=3068 2229 839 is_linear=0 shrinkage=0.0026549 Tree=2682 num_leaves=4 num_cat=0 split_feature=12 16 3 split_gain=9.38979 14.4328 13.1652 threshold=0.080020000000000022 -0.18817999999999999 -0.016324999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017659538983954006 0.00094252973781353553 -0.0010491637014847092 -1.2076295851791153e-05 leaf_weight=33.719400043133646 29.733449469320476 82.086729384842329 96.535203259671107 leaf_count=193 201 2040 659 internal_value=0 -0.000519151 0.000449329 internal_weight=0 111.82 130.255 internal_count=3093 2241 852 is_linear=0 shrinkage=0.00245272 Tree=2683 num_leaves=3 num_cat=0 split_feature=1373 484 split_gain=10.289 9.80864 threshold=-1.0000000180025095e-35 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0046660390382534623 -0.0018298275134377361 0.00018670588024536557 leaf_weight=3.5282930731773368 20.019068810390308 214.31788092874922 leaf_count=26 479 2576 internal_value=0 1.36447e-05 internal_weight=0 234.337 internal_count=3081 3055 is_linear=0 shrinkage=0.00276216 Tree=2684 num_leaves=4 num_cat=0 split_feature=14 159 15 split_gain=9.32774 9.18217 2.16666 threshold=0.073890000000000011 -0.032069999999999994 -0.15160999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015148472115521152 -0.00046998998316012203 0.00031398158652609035 -0.0033561418851801297 leaf_weight=18.570873461663723 2.3072837237268686 214.05272354453336 5.7694991361349803 leaf_count=402 21 2567 93 internal_value=0 0.000167323 -0.00254936 internal_weight=0 232.624 8.07678 internal_count=3083 2969 114 is_linear=0 shrinkage=0.00250177 Tree=2685 num_leaves=4 num_cat=0 split_feature=1 457 13 split_gain=11.3315 12.5103 4.23773 threshold=0.12700000000000003 0.082335000000000005 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058862755480309809 0.0030053407841593017 0.0011886058301855515 0.00078629528760086359 leaf_weight=172.98326598841231 10.638936052098872 38.309290957637131 19.061673016287386 leaf_count=2579 160 243 127 internal_value=0 -0.00026594 0.00158947 internal_weight=0 211.293 29.7006 internal_count=3109 2822 287 is_linear=0 shrinkage=0.0028174 Tree=2686 num_leaves=4 num_cat=0 split_feature=1 42 52 split_gain=12.1101 12.2872 8.65852 threshold=0.10100500000000003 0.086730000000000015 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2778657295359675e-06 -0.00035894864677927331 -0.00022633623757050192 0.00011952370015161133 leaf_weight=116.63136399735231 4.5222940100356928 37.262833545682952 94.319079007953405 leaf_count=1471 93 848 673 internal_value=0 -5.58968e-05 9.72507e-05 internal_weight=0 153.894 98.8414 internal_count=3085 2319 766 is_linear=0 shrinkage=0.000341582 Tree=2687 num_leaves=4 num_cat=0 split_feature=1213 403 157 split_gain=8.814 9.6762 7.51065 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0031049305067974349 -0.0022818712090215678 0.00020442401096549775 -0.002639881445913767 leaf_weight=1.518423881381749 10.148631942458449 216.82215218129568 12.039022970828226 leaf_count=6 359 2267 463 internal_value=0 9.2183e-05 -0.0019763 internal_weight=0 226.971 13.5574 internal_count=3095 2626 469 is_linear=0 shrinkage=0.00250177 Tree=2688 num_leaves=4 num_cat=0 split_feature=1 158 48 split_gain=10.426 10.06 8.88795 threshold=0.10384000000000002 0.083745000000000014 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8019498780694439e-05 0.00013778900219401307 -0.00030192995897159781 -0.0001280695541261083 leaf_weight=148.03371704521123 79.554169110022485 14.688138640020041 16.24149714410305 leaf_count=2175 649 253 82 internal_value=0 -4.38368e-05 9.26176e-05 internal_weight=0 162.722 95.7957 internal_count=3159 2428 731 is_linear=0 shrinkage=0.000328318 Tree=2689 num_leaves=4 num_cat=0 split_feature=9 2 13 split_gain=10.3007 11.8842 0.0377354 threshold=-1.0000000180025095e-35 0.072945000000000024 -0.016594999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020927029967020049 -0.001200625023707065 0.00018689312363651169 0.0027479007104477676 leaf_weight=3.3407247234135866 49.061119035817683 180.19919926242437 6.0848291506990773 leaf_count=50 662 2314 51 internal_value=0 -0.000110473 0.00254297 internal_weight=0 229.26 9.42555 internal_count=3077 2976 101 is_linear=0 shrinkage=0.00250177 Tree=2690 num_leaves=4 num_cat=0 split_feature=376 3 16 split_gain=10.9195 11.8049 2.60808 threshold=0.048375000000000008 -0.10075499999999998 0.15238000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011144517189948309 0.00031534264547543442 -7.7432619039258222e-05 1.6118786944108212e-05 leaf_weight=62.183360355906188 16.963065921328965 165.11250830139033 5.2096152063459149 leaf_count=433 135 2506 24 internal_value=0 -2.57302e-05 0.000245472 internal_weight=0 227.296 22.1727 internal_count=3098 2939 159 is_linear=0 shrinkage=0.000369739 Tree=2691 num_leaves=4 num_cat=0 split_feature=15 4 43 split_gain=9.34591 10.492 10.2924 threshold=0.084050000000000014 0.18572000000000002 0.25137500000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.6157801791045048e-05 -0.00024281259148134203 0.00027732509113836821 -0.00038624031370818035 leaf_weight=212.52805539942347 28.263005163869821 5.2864560429006806 6.5117856464348725 leaf_count=1943 997 22 111 internal_value=0 -0.000160204 3.31124e-05 internal_weight=0 33.5495 219.04 internal_count=3073 1019 2054 is_linear=0 shrinkage=0.000341582 Tree=2692 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=15.3569 16.0273 14.5152 threshold=0.076845000000000011 -0.083574999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036791930493301018 -0.00010193894517750496 2.7772619873812448e-06 0.00013415319636204639 leaf_weight=29.740882056416012 56.634029952343553 40.907331324531697 120.02869880991057 leaf_count=809 736 749 765 internal_value=0 -0.000153611 5.84508e-05 internal_weight=0 70.6482 176.663 internal_count=3059 1558 1501 is_linear=0 shrinkage=0.000384677 Tree=2693 num_leaves=4 num_cat=0 split_feature=15 13 457 split_gain=13.914 14.4096 12.4823 threshold=0.082805000000000004 -0.24921999999999997 -0.0056599999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027431958591906595 0.00073397110597765041 -0.00029280558429790708 3.7957069363367361e-05 leaf_weight=18.352352097630501 1.7939448934048403 32.908090181765147 188.68041675037239 leaf_count=240 8 1078 1741 internal_value=0 -0.000237536 1.01421e-05 internal_weight=0 34.702 207.033 internal_count=3067 1086 1981 is_linear=0 shrinkage=0.000362489 Tree=2694 num_leaves=4 num_cat=0 split_feature=457 15 1 split_gain=9.58864 11.5813 9.82003 threshold=0.079930000000000015 -0.040644999999999994 0.12856000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003750216169109105 0.0024498223415082023 -0.00064850968347108292 0.0015724240586840936 leaf_weight=177.58632008323912 26.530256757512689 14.888839012011884 23.130302616395056 leaf_count=2577 138 123 234 internal_value=0 0.00133733 -0.000149849 internal_weight=0 41.4191 200.717 internal_count=3072 261 2811 is_linear=0 shrinkage=0.0028174 Tree=2695 num_leaves=4 num_cat=0 split_feature=52 158 151 split_gain=16.0917 9.46155 1.1937 threshold=-0.32783999999999996 0.11034000000000001 -0.070479999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00071717837033264949 0.00034030472694491414 -0.0036297915057074766 -0.0036998731219258659 leaf_weight=1.5955097409896541 225.82490949111525 6.097627925570122 11.633559647016225 leaf_count=50 2659 133 270 internal_value=0 0.000234223 -0.00334918 internal_weight=0 231.923 13.2291 internal_count=3112 2792 320 is_linear=0 shrinkage=0.00317285 Tree=2696 num_leaves=4 num_cat=0 split_feature=1 44 13 split_gain=12.0918 13.1452 3.73539 threshold=0.12856000000000004 1.0000000180025095e-35 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0764508509957351e-05 0.00036832387228334353 -0.00057950592374664224 0.00011107380435795399 leaf_weight=210.89982222800609 9.5626178430393356 4.7186178844422093 18.769390914589167 leaf_count=2758 136 36 122 internal_value=0 -3.32865e-05 0.000199009 internal_weight=0 215.618 28.332 internal_count=3052 2794 258 is_linear=0 shrinkage=0.000334884 Tree=2697 num_leaves=4 num_cat=0 split_feature=1456 9 3 split_gain=10.8401 9.97465 1.92484 threshold=-1.0000000180025095e-35 -0.016839999999999997 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015065467410662952 0.0038757308341735124 -2.5687817934396923e-05 -0.003763655146698101 leaf_weight=0.82903575152158637 7.8989378819242111 220.04048247169703 10.209607003140261 leaf_count=5 99 2658 302 internal_value=0 0.000111347 -0.00335669 internal_weight=0 227.939 11.0386 internal_count=3064 2757 307 is_linear=0 shrinkage=0.0034344 Tree=2698 num_leaves=4 num_cat=0 split_feature=1 3 453 split_gain=12.1084 11.9041 9.49832 threshold=0.10100500000000003 0.11456500000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.4339573431109473e-05 0.00010762694375045908 0.00026541351646006573 -0.00034998233166333274 leaf_weight=136.78724313969724 95.264990761876106 11.048401372507213 5.2655683979392043 leaf_count=2256 769 38 27 internal_value=0 -6.72731e-05 8.32957e-05 internal_weight=0 147.836 100.531 internal_count=3090 2294 796 is_linear=0 shrinkage=0.000334884 Tree=2699 num_leaves=4 num_cat=0 split_feature=376 4 52 split_gain=11.0172 13.204 2.83035 threshold=0.048375000000000008 -0.49977499999999991 -0.088019999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042778162539522873 6.5703226616200622e-05 -8.0151161385349185e-08 0.00034885704546725767 leaf_weight=10.219638084992765 7.2920322809368399 219.73554725688882 14.520576755516229 leaf_count=120 51 2835 109 internal_value=0 -1.92869e-05 0.000255017 internal_weight=0 229.955 21.8126 internal_count=3115 2955 160 is_linear=0 shrinkage=0.000369739 Tree=2700 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=13.3256 16.4294 8.27321 threshold=0.10100500000000003 -0.11550499999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013521167666573095 0.00013725219292887674 -0.00012587616955570585 -0.00012443049860027638 leaf_weight=36.629030855372548 85.001691326498985 119.88174424110912 16.803427249193192 leaf_count=209 690 2103 83 internal_value=0 -6.47194e-05 9.39709e-05 internal_weight=0 156.511 101.805 internal_count=3085 2312 773 is_linear=0 shrinkage=0.000341582 Tree=2701 num_leaves=4 num_cat=0 split_feature=12 16 132 split_gain=13.4394 15.9458 11.6266 threshold=0.080020000000000022 -0.17157499999999998 0.082150000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.8672228671254972e-05 0.00012109855209390099 -0.00017904662075187948 0.00035573166596488819 leaf_weight=120.48500818107277 29.164111570687965 80.821456877281889 14.708836452104149 leaf_count=775 206 1990 95 internal_value=0 -9.9417e-05 6.45206e-05 internal_weight=0 109.986 135.194 internal_count=3066 2196 870 is_linear=0 shrinkage=0.000348413 Tree=2702 num_leaves=4 num_cat=0 split_feature=376 3 2 split_gain=9.99982 11.8448 2.01212 threshold=1.0000000180025095e-35 -0.10075499999999998 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010145101174171747 0.00098140422393587327 -0.00055139423208563194 0.0027761338604384675 leaf_weight=59.054546154104173 10.585787883959712 159.72802522568963 12.160779160447417 leaf_count=429 86 2477 80 internal_value=0 -0.000128417 0.0019498 internal_weight=0 218.783 22.7466 internal_count=3072 2906 166 is_linear=0 shrinkage=0.00298985 Tree=2703 num_leaves=4 num_cat=0 split_feature=52 0 16 split_gain=9.54899 11.5783 1.36375 threshold=-0.41845999999999994 -0.074654999999999985 0.23182000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.0621718473720735e-05 -6.1399942372014448e-05 0.00010435440662662497 -0.00038059429372421785 leaf_weight=1.1861918859649438 145.66979274374899 83.716940433718264 9.8495803566183877 leaf_count=43 2048 735 264 internal_value=0 -8.84866e-07 -0.000337695 internal_weight=0 229.387 11.0358 internal_count=3090 2783 307 is_linear=0 shrinkage=0.000355382 Tree=2704 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=11.4486 14.1427 11.7292 threshold=0.077800000000000022 0.0020050000000000003 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021889555360508676 -0.0026551020197305257 0.00052083363937724316 0.0004919847499132669 leaf_weight=41.771551349316724 10.750639118254183 27.298230463522486 160.96884955093265 leaf_count=1211 140 382 1348 internal_value=0 -0.00111886 0.000293357 internal_weight=0 69.0698 171.719 internal_count=3081 1593 1488 is_linear=0 shrinkage=0.00293123 Tree=2705 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=12.6665 11.0809 8.06986 threshold=0.28122000000000008 0.077165000000000025 0.12011000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3237942969820996e-05 0.00022814834949212354 -0.00034374509398807265 -0.00025918225147550259 leaf_weight=198.78611301747151 34.701753497123718 13.907782096415756 4.5849387943744651 leaf_count=2602 304 172 24 internal_value=0 -4.43653e-05 0.0001707 internal_weight=0 212.694 39.2867 internal_count=3102 2774 328 is_linear=0 shrinkage=0.000348413 Tree=2706 num_leaves=4 num_cat=0 split_feature=12 3 13 split_gain=12.6323 12.7949 12.1012 threshold=0.040165000000000006 -0.015214999999999998 -0.10462499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025604977943878652 0.00011876253137077525 9.3237619845160105e-06 -0.00014327750987732258 leaf_weight=34.634754334576428 27.844206855166703 96.068511520512402 91.221305510262027 leaf_count=196 171 640 2098 internal_value=0 7.48663e-05 -8.19438e-05 internal_weight=0 130.703 119.066 internal_count=3105 836 2269 is_linear=0 shrinkage=0.000348413 Tree=2707 num_leaves=4 num_cat=0 split_feature=14 1365 15 split_gain=9.75026 9.59348 1.0233 threshold=0.077685000000000018 1.0000000180025095e-35 -0.14794999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032031573399810687 -0.0013884177660846689 -0.0034373512997977239 -0.0038139798744991969 leaf_weight=237.23508830508217 2.0886560063809156 5.1879102922976008 4.6677122530527404 leaf_count=2922 22 57 79 internal_value=0 0.000238351 -0.003099 internal_weight=0 242.423 6.75637 internal_count=3080 2979 101 is_linear=0 shrinkage=0.00276216 Tree=2708 num_leaves=4 num_cat=0 split_feature=160 1 15 split_gain=10.4505 9.77234 0.135361 threshold=-0.25833999999999996 0.12700000000000003 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023747425827193059 -1.8087563192878077e-05 0.00021759640004723443 -0.00042744223072641572 leaf_weight=1.0901659680530427 212.10709827009123 28.255444201640785 7.669499487965366 leaf_count=18 2545 267 243 internal_value=0 9.70631e-06 -0.000407096 internal_weight=0 240.363 8.75967 internal_count=3073 2812 261 is_linear=0 shrinkage=0.000377134 Tree=2709 num_leaves=4 num_cat=0 split_feature=2 4 31 split_gain=9.13283 11.4492 10.8766 threshold=0.092365000000000017 -0.49367499999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035493303897155405 -0.00031687860031093181 8.0638438090822594e-05 -0.0001079244751616064 leaf_weight=6.6824973849579683 9.7564691565930826 126.06811264017597 114.89993565506302 leaf_count=78 99 1136 1824 internal_value=0 5.18467e-05 -8.21814e-05 internal_weight=0 135.825 121.582 internal_count=3137 1235 1902 is_linear=0 shrinkage=0.000355382 Tree=2710 num_leaves=4 num_cat=0 split_feature=155 453 15 split_gain=10.017 10.045 0.611481 threshold=0.088505000000000014 1.0000000180025095e-35 -0.089699999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027114296304402873 -0.001017787167515889 -0.002329327395530312 -0.002838995368755337 leaf_weight=230.33271398406941 1.5159328561276195 9.1849864521063846 6.932552842423318 leaf_count=2843 32 81 169 internal_value=0 0.000170379 -0.0025298 internal_weight=0 239.518 8.44849 internal_count=3125 2924 201 is_linear=0 shrinkage=0.00245272 Tree=2711 num_leaves=4 num_cat=0 split_feature=376 133 43 split_gain=9.19818 11.6465 3.02119 threshold=0.048375000000000008 0.095090000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012186766500201488 0.0013289278860446057 -0.002466386102262789 0.0039457615736991219 leaf_weight=208.13043073064182 15.87488973978907 15.30885909043718 4.7109180968254796 leaf_count=2448 140 495 20 internal_value=0 -5.66121e-05 0.00194588 internal_weight=0 223.439 20.5858 internal_count=3103 2943 160 is_linear=0 shrinkage=0.00287375 Tree=2712 num_leaves=4 num_cat=0 split_feature=2 50 1 split_gain=9.86114 10.746 1.4765 threshold=0.14808000000000002 0.086500000000000007 0.12263000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4102962925696107e-05 0.00081282090642920525 -0.0020944762949813424 0.0030119551411781267 leaf_weight=207.37296114116907 3.7145108524709931 22.023025834234431 9.7568626813590509 leaf_count=2428 37 543 98 internal_value=0 -0.000153091 0.00241728 internal_weight=0 229.396 13.4714 internal_count=3106 2971 135 is_linear=0 shrinkage=0.00293123 Tree=2713 num_leaves=4 num_cat=0 split_feature=1 15 13 split_gain=11.9754 10.6237 5.52538 threshold=0.12856000000000004 0.084580000000000016 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5594364594346523e-07 0.00045811888498260427 -0.00025880200725886932 0.00010347864594461965 leaf_weight=193.32968845125288 10.669573424384 27.798974314122461 18.393891490995884 leaf_count=1875 148 969 123 internal_value=0 -3.25132e-05 0.00023493 internal_weight=0 221.129 29.0635 internal_count=3115 2844 271 is_linear=0 shrinkage=0.00039237 Tree=2714 num_leaves=4 num_cat=0 split_feature=403 3 15 split_gain=9.65631 9.61641 1.42388 threshold=-0.092224999999999988 -0.10075499999999998 -0.15097999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00069504616528257685 0.0010016584747052 -0.00016718422672477875 -0.0027150584440111584 leaf_weight=0.79460260830819507 58.784954927861691 174.73407662194222 8.7444679468171653 leaf_count=17 389 2322 351 internal_value=0 0.000127394 -0.00242623 internal_weight=0 233.519 9.53907 internal_count=3079 2711 368 is_linear=0 shrinkage=0.00250177 Tree=2715 num_leaves=4 num_cat=0 split_feature=42 51 43 split_gain=9.37247 12.1281 11.1024 threshold=-1.0000000180025095e-35 -0.050864999999999994 0.25734000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010676064646025459 0.00046829144538073183 -0.0021172535418301562 -0.0035608312229840522 leaf_weight=12.507996925618498 198.8040954885073 25.371289358357899 4.8292575725354245 leaf_count=119 2181 712 57 internal_value=0 -0.00106554 0.000370835 internal_weight=0 37.8793 203.633 internal_count=3069 831 2238 is_linear=0 shrinkage=0.0026549 Tree=2716 num_leaves=4 num_cat=0 split_feature=41 13 11 split_gain=11.0828 11 2.37399 threshold=0.082980000000000012 -0.10462499999999998 0.08776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021220476401722366 -0.00021526592058078729 -1.3441736803729959e-05 -0.00056316595733876059 leaf_weight=39.837788396980613 8.8789380798116309 198.57082944968715 4.678075559437274 leaf_count=257 90 2731 31 internal_value=0 2.43454e-05 -0.000338944 internal_weight=0 238.409 13.557 internal_count=3109 2988 121 is_linear=0 shrinkage=0.00039237 Tree=2717 num_leaves=4 num_cat=0 split_feature=51 39 43 split_gain=9.29646 11.1584 0.0206186 threshold=-0.40548499999999993 0.0047850000000000011 -0.085894999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055557268928371165 -4.4098984122462108e-05 0.00017061692854383119 -0.00041761010289286351 leaf_weight=1.9296979024074969 198.03499240276869 43.604817062616348 4.583179971901699 leaf_count=23 2596 348 90 internal_value=0 -5.29161e-06 -0.000467186 internal_weight=0 241.64 6.51288 internal_count=3057 2944 113 is_linear=0 shrinkage=0.000384677 Tree=2718 num_leaves=4 num_cat=0 split_feature=14 133 14 split_gain=10.5665 9.66805 0.702723 threshold=0.073890000000000011 0.13493500000000003 0.088250000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7199134246152566e-05 -0.00030436740145651868 -0.00036069034596826325 -0.00056216304381792744 leaf_weight=235.43286092055496 3.5099358828738323 8.9066674317000416 3.5737857390195131 leaf_count=2639 59 324 43 internal_value=0 2.25367e-05 -0.000441151 internal_weight=0 244.34 7.08372 internal_count=3065 2963 102 is_linear=0 shrinkage=0.000377134 Tree=2719 num_leaves=4 num_cat=0 split_feature=160 1456 12 split_gain=10.1785 11.0801 10.5088 threshold=-0.098479999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0022004825904690618 0.00034848005135670987 -0.0033810322399315 -0.0029284183526883927 leaf_weight=4.2143809404224184 214.65117519476917 6.9582193165551862 16.863171799923293 leaf_count=44 2408 220 377 internal_value=0 0.00022973 -0.0018967 internal_weight=0 221.609 21.0776 internal_count=3049 2628 421 is_linear=0 shrinkage=0.00293123 Tree=2720 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=10.591 15.8443 9.60261 threshold=0.10100500000000003 0.087005000000000013 0.095880000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9075056814641605e-06 0.00016482188666436061 -0.00026989197219373933 -6.2119281825062222e-05 leaf_weight=116.65937608585227 61.37742917612195 35.33619898930192 35.741612757090479 leaf_count=1478 529 859 250 internal_value=0 -6.58972e-05 8.1328e-05 internal_weight=0 151.996 97.119 internal_count=3116 2337 779 is_linear=0 shrinkage=0.000348413 Tree=2721 num_leaves=4 num_cat=0 split_feature=376 132 457 split_gain=12.3834 12.1732 2.33042 threshold=1.0000000180025095e-35 0.08018500000000002 0.083925000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1859370068047432e-05 0.00028804090493753136 0.00017767445212896351 1.2530227508379647e-05 leaf_weight=202.07228002755437 19.303026313893501 29.31918280525133 5.1054126545786849 leaf_count=2667 133 308 45 internal_value=0 -4.01708e-05 0.000230734 internal_weight=0 231.391 24.4084 internal_count=3153 2975 178 is_linear=0 shrinkage=0.000362489 Tree=2722 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=9.98465 12.8231 11.2206 threshold=1.0000000180025095e-35 0.086425000000000016 -0.06951499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017532000408897002 0.00070124314887133317 -0.00095875781835137513 0.00031894694835912177 leaf_weight=37.250440506148152 138.05276615126058 38.710471105296165 31.194335686275735 leaf_count=1289 1235 305 258 internal_value=0 0.000337333 -0.000809822 internal_weight=0 176.763 68.4448 internal_count=3087 1540 1547 is_linear=0 shrinkage=0.00255181 Tree=2723 num_leaves=4 num_cat=0 split_feature=2 0 123 split_gain=11.6137 18.1073 9.48227 threshold=0.096585000000000018 -0.066359999999999988 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014642981368484851 3.5078727641172893e-05 0.00012648698655230172 0.00029627780059755972 leaf_weight=98.298470363719389 98.453114867443219 39.752990228123963 19.312378255650401 leaf_count=1849 839 263 146 internal_value=0 -6.78025e-05 7.81535e-05 internal_weight=0 138.051 117.765 internal_count=3097 2112 985 is_linear=0 shrinkage=0.000341582 Tree=2724 num_leaves=4 num_cat=0 split_feature=0 14 1 split_gain=11.9972 18.5439 17.4551 threshold=-0.11471499999999998 -0.13131999999999996 0.11584000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039124901465018144 -0.0001093547831333559 0.00014484306237534178 0.00016272347037962808 leaf_weight=7.8110440373420706 127.45941690797918 83.87276628240943 33.253367810510099 leaf_count=57 2282 447 323 internal_value=0 9.87489e-05 -5.29845e-05 internal_weight=0 91.6838 160.713 internal_count=3109 504 2605 is_linear=0 shrinkage=0.000334884 Tree=2725 num_leaves=4 num_cat=0 split_feature=150 157 15 split_gain=10.6766 13.628 10.7172 threshold=0.082085000000000019 -0.076494999999999994 -0.033084999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016918528065918277 0.00022639616318432344 -9.3907942705174374e-05 -0.00012159646963129926 leaf_weight=30.67932558839675 40.497410714626312 161.93724678410217 16.211961459368467 leaf_count=300 239 2379 149 internal_value=0 -5.19294e-05 0.000126869 internal_weight=0 192.617 56.7094 internal_count=3067 2679 388 is_linear=0 shrinkage=0.000362489 Tree=2726 num_leaves=4 num_cat=0 split_feature=52 4 48 split_gain=14.4097 10.7808 7.99432 threshold=0.18879500000000002 -0.49096999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029922788005018984 0.00029446274895838831 3.4910037011277001e-05 -0.00041924483130295083 leaf_weight=13.937611984089015 2.3953358530998257 218.3564426737139 15.939378645969553 leaf_count=144 6 2601 357 internal_value=0 1.47273e-05 -0.000324781 internal_weight=0 232.294 18.3347 internal_count=3108 2745 363 is_linear=0 shrinkage=0.000369739 Tree=2727 num_leaves=4 num_cat=0 split_feature=1 15 43 split_gain=13.2916 15.7808 9.7085 threshold=0.09450500000000002 -0.0070899999999999991 -0.27523999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017470526085169823 -0.0035915355469647199 0.0002062411895453146 0.00076562698146178667 leaf_weight=58.369793191784993 3.9370890446007243 68.496566054178402 108.6973604625091 leaf_count=924 25 1188 903 internal_value=0 -0.000693196 0.000609909 internal_weight=0 126.866 112.634 internal_count=3040 2112 928 is_linear=0 shrinkage=0.00276216 Tree=2728 num_leaves=4 num_cat=0 split_feature=15 16 50 split_gain=12.8391 11.8903 4.71886 threshold=-0.24269999999999997 0.24750000000000003 0.11377500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031566039975163804 -2.0349531070371728e-05 -0.00028903404434423989 -0.00015267029528169155 leaf_weight=19.44299083668739 195.83865266956855 26.500548818381503 3.5578939989209166 leaf_count=229 2448 391 22 internal_value=0 -5.25033e-05 0.000242828 internal_weight=0 222.339 23.0009 internal_count=3090 2839 251 is_linear=0 shrinkage=0.000377134 Tree=2729 num_leaves=4 num_cat=0 split_feature=4 14 48 split_gain=10.1822 13.1407 11.0752 threshold=0.24099500000000004 -0.23083499999999998 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.005535768644471784 0.0017066792897933131 -0.00014905214516345964 -0.002733310094758884 leaf_weight=4.1997393369674674 48.255046530626714 182.24894701130688 5.7566262483596793 leaf_count=36 412 2627 30 internal_value=0 -0.000273637 0.00122878 internal_weight=0 186.449 54.0117 internal_count=3105 2663 442 is_linear=0 shrinkage=0.00304965 Tree=2730 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=14.504 14.8948 11.6306 threshold=0.085880000000000026 -0.060024999999999995 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023976500188121688 -0.00025108220736652398 6.2485518288926583e-05 8.8375975415862644e-05 leaf_weight=55.945147600141354 14.491621533408759 34.613182959146798 144.66850259527564 leaf_count=1548 150 215 1203 internal_value=0 -0.000124304 5.73133e-05 internal_weight=0 90.5583 159.16 internal_count=3116 1763 1353 is_linear=0 shrinkage=0.000362489 Tree=2731 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=9.9357 16.1333 9.68281 threshold=0.10113500000000002 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017844957201704762 0.00018766362838680683 -0.0001270011018267876 -7.1113927872824386e-05 leaf_weight=34.466102273203433 67.482444630004466 115.65473950328305 33.118766528554261 leaf_count=201 580 2126 212 internal_value=0 -5.67922e-05 0.000102488 internal_weight=0 150.121 100.601 internal_count=3119 2327 792 is_linear=0 shrinkage=0.00039237 Tree=2732 num_leaves=4 num_cat=0 split_feature=50 44 123 split_gain=11.1468 13.7618 11.695 threshold=0.086500000000000007 1.0000000180025095e-35 0.083430000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5832087112157899e-05 -0.0002909630250258419 -0.00058736711692271304 0.00028596086932484088 leaf_weight=220.62864740961231 21.905636048759337 3.621522268280386 4.2680846499279133 leaf_count=2480 534 26 25 internal_value=0 2.54796e-05 -0.000196068 internal_weight=0 224.25 26.1737 internal_count=3065 2506 559 is_linear=0 shrinkage=0.00032188 Tree=2733 num_leaves=4 num_cat=0 split_feature=4 48 38 split_gain=8.88843 12.5042 11.2679 threshold=0.27150500000000005 0.12933000000000003 0.10208000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.3093564918421273e-05 0.00023018737555616792 -0.00041182298033263175 -0.00062933620369250826 leaf_weight=205.16532367328182 36.288933602161705 4.3732494115829459 3.8625038326717904 leaf_count=2672 343 20 28 internal_value=0 0.000160197 -2.48116e-05 internal_weight=0 40.6622 209.028 internal_count=3063 363 2700 is_linear=0 shrinkage=0.000362489 Tree=2734 num_leaves=4 num_cat=0 split_feature=2 4 11 split_gain=9.54777 12.4358 11.9921 threshold=0.089835000000000012 0.23355000000000001 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00114971496919051 0.00045702399406955641 0.0012541256259634248 -0.0026990614260484782 leaf_weight=80.664979608380236 130.30591561214533 16.068990684114397 7.8862398173660031 leaf_count=1551 1308 127 79 internal_value=0 -0.000749412 0.000274876 internal_weight=0 96.734 138.192 internal_count=3065 1678 1387 is_linear=0 shrinkage=0.00250177 Tree=2735 num_leaves=4 num_cat=0 split_feature=147 484 48 split_gain=9.823 10.7951 6.75559 threshold=0.088505000000000014 -0.0048899999999999994 -0.090939999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027482706719510652 -0.00010275731088862744 -7.4638813985928692e-06 0.00033089060034273735 leaf_weight=19.994140612892807 5.9335403051227358 207.85867647547275 15.890180374495683 leaf_count=466 35 2473 108 internal_value=0 -3.10485e-05 0.000213066 internal_weight=0 227.853 21.8237 internal_count=3082 2939 143 is_linear=0 shrinkage=0.000348413 Tree=2736 num_leaves=4 num_cat=0 split_feature=123 133 133 split_gain=13.3392 11.6701 8.83858 threshold=1.0000000180025095e-35 0.10635000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4161326764406827e-05 -0.00025731601415934904 -0.00041932822757854483 0.00028915163895683815 leaf_weight=201.4386463065166 4.8891755901277056 11.736610298277808 27.126894487068057 leaf_count=2411 35 419 238 internal_value=0 -5.55761e-05 0.000205095 internal_weight=0 213.175 32.0161 internal_count=3103 2830 273 is_linear=0 shrinkage=0.000377134 Tree=2737 num_leaves=4 num_cat=0 split_feature=123 0 43 split_gain=11.7653 10.3866 5.79845 threshold=1.0000000180025095e-35 -0.10726999999999999 -0.040754999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057880858257099979 0.0024500234848560103 -0.00066683945949640351 -0.00044180830936629281 leaf_weight=83.945845684502274 20.920017043128613 130.04939407145139 7.0268159620463839 leaf_count=489 199 2335 56 internal_value=0 -0.000178151 0.00172405 internal_weight=0 213.995 27.9468 internal_count=3079 2824 255 is_linear=0 shrinkage=0.00276216 Tree=2738 num_leaves=4 num_cat=0 split_feature=155 42 15 split_gain=9.21532 9.58365 1.01886 threshold=0.083500000000000005 -0.11277999999999998 -0.099189999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0033246832469565083 -0.00086633751131071123 0.00021748615800683599 -0.0037118836549242828 leaf_weight=8.8991039497777802 1.8217974361032236 221.88181257795077 8.1576962529215944 leaf_count=164 22 2727 195 internal_value=0 7.93511e-05 -0.00320779 internal_weight=0 230.781 9.97949 internal_count=3108 2891 217 is_linear=0 shrinkage=0.00336706 Tree=2739 num_leaves=4 num_cat=0 split_feature=42 132 44 split_gain=9.44172 12.0956 11.6241 threshold=-1.0000000180025095e-35 0.081055000000000016 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0026648597616360167 0.0004292580400987832 0.0013185142549157424 -0.0035838751376290915 leaf_weight=24.410798076190986 191.66542466438841 10.468185473699121 7.136346820741891 leaf_count=687 2168 148 55 internal_value=0 -0.00146894 0.000283263 internal_weight=0 34.879 198.802 internal_count=3058 835 2223 is_linear=0 shrinkage=0.00311064 Tree=2740 num_leaves=4 num_cat=0 split_feature=484 133 13 split_gain=9.06299 9.08781 0.189321 threshold=0.11749000000000001 0.13493500000000003 -0.066614999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8128723053779507e-05 -0.00032650687065738138 -0.00032240130267757771 -0.00054050280519204086 leaf_weight=235.68932923243847 1.5335501064546404 9.4478571417275798 3.1405573466327033 leaf_count=2640 72 335 39 internal_value=0 2.40927e-05 -0.000479573 internal_weight=0 245.137 4.67411 internal_count=3086 2975 111 is_linear=0 shrinkage=0.000362489 Tree=2741 num_leaves=4 num_cat=0 split_feature=151 1 2 split_gain=10.1771 10.6043 2.14658 threshold=-0.29526499999999994 0.10423500000000001 0.11448000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016184495902432422 -0.00029118682629217777 0.00098671748765143943 -0.0048142843892554311 leaf_weight=3.5403631255030623 153.07325771113392 82.404815759509802 3.6473225802183151 leaf_count=57 2347 685 20 internal_value=0 0.000156268 -0.00328912 internal_weight=0 235.478 7.18769 internal_count=3109 3032 77 is_linear=0 shrinkage=0.00287375 Tree=2742 num_leaves=4 num_cat=0 split_feature=43 3 16 split_gain=12.3894 16.3767 11.9325 threshold=-0.07440999999999999 -0.078644999999999979 0.15354500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9442523872376699e-05 -1.7095470143146332e-05 0.00025820338331386972 -0.00028243932952630191 leaf_weight=50.957203050144017 133.1106013355311 42.092324317898601 23.116227853810415 leaf_count=848 1586 389 278 internal_value=0 0.000100832 -5.65314e-05 internal_weight=0 93.0495 156.227 internal_count=3101 1237 1864 is_linear=0 shrinkage=0.000341582 Tree=2743 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=10.4089 23.1925 10.3 threshold=0.09450500000000002 -0.11550499999999998 0.087240000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001898434828818064 9.5154036611355837e-05 -0.00017021024271192376 -0.00041745026872743644 leaf_weight=32.449799983762205 112.26345200324431 98.237795352586545 5.5174699481576672 leaf_count=181 849 1960 97 internal_value=0 -8.07227e-05 7.07673e-05 internal_weight=0 130.688 117.781 internal_count=3087 2141 946 is_linear=0 shrinkage=0.000369739 Tree=2744 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=13.8346 15.6838 9.31623 threshold=0.09450500000000002 -0.11949999999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014126992541020457 -0.00035615844524076394 -0.00013881033379056125 0.00010839187682572626 leaf_weight=30.302065187133849 5.1647958848625413 100.15411336661782 112.6619977671653 leaf_count=180 114 2003 823 internal_value=0 -7.36886e-05 8.77101e-05 internal_weight=0 130.456 117.827 internal_count=3120 2183 937 is_linear=0 shrinkage=0.000341582 Tree=2745 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=10.5683 12.3041 threshold=1.0000000180025095e-35 -0.24426999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0024858036230517478 -0.0030996274804576569 -3.1053500042981545e-05 leaf_weight=18.797921315766871 9.0483583484310639 212.26415381126571 leaf_count=139 68 2870 internal_value=0 0.000174809 internal_weight=0 231.062 internal_count=3077 3009 is_linear=0 shrinkage=0.00298985 Tree=2746 num_leaves=4 num_cat=0 split_feature=0 48 1 split_gain=13.0987 17.6109 15.8285 threshold=-0.13763499999999998 0.12675000000000003 0.11584000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013825741686161237 -0.00013791268176425409 -0.00042970722823672215 0.00012326779962894784 leaf_weight=71.215532339643687 140.41718831867911 7.1971151586621991 35.135422352701426 leaf_count=400 2326 37 341 internal_value=0 8.55883e-05 -8.55943e-05 internal_weight=0 78.4126 175.553 internal_count=3104 437 2667 is_linear=0 shrinkage=0.000348413 Tree=2747 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=12.3457 14.2736 10.181 threshold=0.095575000000000007 0.10812000000000001 0.085285000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2831427583144719e-05 4.462639669699176e-05 0.00038522854877912522 0.00030545121434954456 leaf_weight=128.58024134172592 90.334284351672977 9.431682860478757 27.75619684997946 leaf_count=2164 669 29 239 internal_value=0 -5.98752e-05 0.000106162 internal_weight=0 138.012 118.09 internal_count=3101 2193 908 is_linear=0 shrinkage=0.000377134 Tree=2748 num_leaves=4 num_cat=0 split_feature=52 1 52 split_gain=14.221 12.3643 5.53856 threshold=0.16579500000000003 0.12829500000000002 0.64160000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7080702406119585e-05 -0.0003818210159747246 0.00025230676622517147 0.00016470257695624796 leaf_weight=203.83436750539113 16.59817132726312 23.944605457596481 2.6589155606925479 leaf_count=2493 369 246 16 internal_value=0 1.13479e-05 -0.000305844 internal_weight=0 227.779 19.2571 internal_count=3124 2739 385 is_linear=0 shrinkage=0.000355382 Tree=2749 num_leaves=4 num_cat=0 split_feature=482 14 43 split_gain=9.66175 9.1672 0.180301 threshold=0.099580000000000016 0.077685000000000018 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023908949978804138 -0.0029739351513996962 -0.0033773271584044339 -0.0044290558998055351 leaf_weight=235.3756020735018 3.1841749323066324 5.8227785881608716 2.3185051491018376 leaf_count=2905 94 93 19 internal_value=0 0.000150259 -0.00366314 internal_weight=0 241.198 5.50268 internal_count=3111 2998 113 is_linear=0 shrinkage=0.00287375 Tree=2750 num_leaves=4 num_cat=0 split_feature=39 3 12 split_gain=12.6561 15.4075 11.7368 threshold=0.0047850000000000011 -0.10643499999999999 -0.12959999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011957990041802654 -0.00023810095352041918 -0.0001053644422009268 0.0002502813037858039 leaf_weight=54.816050179302692 7.7040344499982885 147.26772639108822 37.759427335113287 leaf_count=373 56 2323 308 internal_value=0 -4.43149e-05 0.000167141 internal_weight=0 202.084 45.4635 internal_count=3060 2696 364 is_linear=0 shrinkage=0.000362489 Tree=2751 num_leaves=4 num_cat=0 split_feature=4 48 52 split_gain=11.2753 20.0374 9.79863 threshold=0.28122000000000008 0.12933000000000003 -0.048794999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.2176299900206145e-05 0.00029013218892431875 -0.00058183674623768456 -0.00010217792662095532 leaf_weight=94.94378821272403 34.852934187278152 4.2842133566737166 123.22051922790706 leaf_count=892 311 21 1869 internal_value=0 0.000193293 -3.06568e-05 internal_weight=0 39.1371 218.164 internal_count=3093 332 2761 is_linear=0 shrinkage=0.000384677 Tree=2752 num_leaves=3 num_cat=0 split_feature=13 2 split_gain=12.2484 9.08057 threshold=0.27266500000000005 0.14744000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.3232113646188829e-06 -0.0004863189470912416 0.00029228567852265721 leaf_weight=237.64650309458375 6.5821007471531621 14.067512048408387 leaf_count=2966 52 136 internal_value=0 1.04876e-05 internal_weight=0 251.714 internal_count=3154 3102 is_linear=0 shrinkage=0.000362489 Tree=2753 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=12.9224 14.6532 8.06381 threshold=-0.24426999999999996 0.0047850000000000011 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.8869930959293847e-05 -8.2197745953762301e-05 0.00016038151718903904 0.0004025270939678531 leaf_weight=7.2026541931554702 183.21849743870553 41.696689228527248 15.621779838576911 leaf_count=67 2602 333 96 internal_value=0 -3.71689e-05 0.000254159 internal_weight=0 224.915 22.8244 internal_count=3098 2935 163 is_linear=0 shrinkage=0.000369739 Tree=2754 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=9.44905 18.6539 14.2707 threshold=-0.074479999999999977 -0.10185499999999999 -0.069564999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041214727697830549 0.002286471062708937 -0.0019602516836023558 -0.00029919253535802412 leaf_weight=96.39798533404246 41.087443962460384 54.11026282957755 48.83191915275529 leaf_count=617 356 1571 546 internal_value=0 -0.000441593 0.000883666 internal_weight=0 150.508 89.9194 internal_count=3090 2188 902 is_linear=0 shrinkage=0.00323631 Tree=2755 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=11.3397 13.6179 11.564 threshold=0.10100500000000003 -0.07087499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012906571770258265 0.0012590260439416534 0.00053393493794346022 -0.00085444220778041122 leaf_weight=92.069905611337163 66.241493315435946 50.047370838467032 29.67746068444103 leaf_count=1886 584 419 196 internal_value=0 -0.000648203 0.000604882 internal_weight=0 142.117 95.919 internal_count=3085 2305 780 is_linear=0 shrinkage=0.0028174 Tree=2756 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=10.8841 14.7457 7.23747 threshold=0.10423500000000001 0.099195000000000019 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2743479689023744e-05 0.00016623875815955757 -0.00038295448536757487 -3.8378722818365096e-05 leaf_weight=144.78451104857959 58.926695711910725 15.138736222404985 32.499580753967166 leaf_count=2074 470 334 231 internal_value=0 -5.7086e-05 9.35448e-05 internal_weight=0 159.923 91.4263 internal_count=3109 2408 701 is_linear=0 shrinkage=0.000348413 Tree=2757 num_leaves=4 num_cat=0 split_feature=15 1429 4 split_gain=9.43056 9.40014 9.06073 threshold=0.084580000000000016 -1.0000000180025095e-35 0.15164000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041974523275259976 -0.00029533306926419594 3.0136033645431914e-05 0.00028553111938954041 leaf_weight=7.0013695878442368 26.933032215456482 203.18823716719635 4.5664034727960816 leaf_count=145 954 1951 32 internal_value=0 1.49351e-05 -0.000210413 internal_weight=0 210.19 31.4994 internal_count=3082 2096 986 is_linear=0 shrinkage=0.000384677 Tree=2758 num_leaves=3 num_cat=0 split_feature=1374 133 split_gain=10.2743 9.89803 threshold=0.090240000000000015 0.13997000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025306923941910398 -0.0032484000224848788 -0.0028333116059413915 leaf_weight=227.81376166129485 7.5307335667312136 8.8051861415151489 leaf_count=2700 57 336 internal_value=0 0.000136931 internal_weight=0 236.619 internal_count=3093 3036 is_linear=0 shrinkage=0.00287375 Tree=2759 num_leaves=4 num_cat=0 split_feature=1 3 155 split_gain=14.206 12.4168 11.1956 threshold=0.10113500000000002 -0.11550499999999998 0.091145000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013655976996159304 0.00014999292648124166 -0.00011148257345249719 -0.00040981999368648814 leaf_weight=34.269914442673326 93.833087403327227 115.94027605908923 4.8348858794197431 leaf_count=201 691 2119 89 internal_value=0 -5.4833e-05 0.000122128 internal_weight=0 150.21 98.668 internal_count=3100 2320 780 is_linear=0 shrinkage=0.000362489 Tree=2760 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=10.3401 14.6957 threshold=-0.42985499999999993 -0.061539999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0031194378777121483 0.0010994739706589498 -0.0004525078663657336 leaf_weight=8.8991719859186542 79.754792629508302 152.44706135138404 leaf_count=275 627 2161 internal_value=0 8.08271e-05 internal_weight=0 232.202 internal_count=3063 2788 is_linear=0 shrinkage=0.00293123 Tree=2761 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=12.383 12.583 10.8279 threshold=0.09450500000000002 -0.24600999999999998 -0.097724999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.4580737983167193e-05 -0.00028325926604682715 0.0001028056060086047 -0.0001572635835935662 leaf_weight=37.254040354862809 11.301324800122527 100.58660229388624 93.768088855897076 leaf_count=279 145 777 1878 internal_value=0 6.35666e-05 -9.41844e-05 internal_weight=0 111.888 131.022 internal_count=3079 922 2157 is_linear=0 shrinkage=0.000348413 Tree=2762 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=12.9238 11.7036 10.1768 threshold=0.10100500000000003 0.083775000000000002 0.095880000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2062968869245025e-05 0.00020102857171207142 -0.00020929126940225616 -4.8879944843593675e-05 leaf_weight=101.76596880948637 64.957499309442937 50.877439452102408 35.939562191255391 leaf_count=1155 534 1179 237 internal_value=0 -6.18157e-05 0.000112056 internal_weight=0 152.643 100.897 internal_count=3105 2334 771 is_linear=0 shrinkage=0.000377134 Tree=2763 num_leaves=4 num_cat=0 split_feature=14 376 16 split_gain=9.15253 10.3216 1.04986 threshold=0.077685000000000018 0.048375000000000008 -0.15595499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.8734960604469528e-05 -0.0015446085782524557 0.0021140762964626178 -0.0038931841874618517 leaf_weight=213.0648747223895 2.5510333683341742 18.780345248989761 4.6048210160806766 leaf_count=2821 36 149 73 internal_value=0 0.000118207 -0.00309262 internal_weight=0 231.845 7.15585 internal_count=3079 2970 109 is_linear=0 shrinkage=0.0028174 Tree=2764 num_leaves=4 num_cat=0 split_feature=1 457 0 split_gain=10.604 14.9038 5.75667 threshold=0.11584000000000001 0.082335000000000005 -0.195045 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.132077806101075e-05 -0.00020677870936228518 0.00018916400028500308 0.00021090208980379936 leaf_weight=160.18316555686761 4.9294075360521665 36.838613096624613 44.475284405052662 leaf_count=2394 28 214 408 internal_value=0 -2.25362e-05 0.000168854 internal_weight=0 197.022 49.4047 internal_count=3044 2608 436 is_linear=0 shrinkage=0.000369739 Tree=2765 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=9.90137 14.198 11.3654 threshold=0.079600000000000018 -0.016239999999999994 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024635430842211625 -0.00010817788614886801 -6.1472517419288544e-06 0.00028600743414156727 leaf_weight=34.640589714050293 108.61802873795386 102.94428524328396 9.1544709336012584 leaf_count=201 2241 671 31 internal_value=0 5.75752e-05 -7.72953e-05 internal_weight=0 137.585 117.772 internal_count=3144 872 2272 is_linear=0 shrinkage=0.000341582 Tree=2766 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=10.0483 16.7091 14.4695 threshold=0.27150500000000005 0.080455000000000013 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6190458806332881e-05 0.0020385051507078281 -0.0038850052602455651 -0.0037953454579011023 leaf_weight=191.71434920129832 35.725288909859955 10.415278531610964 4.1477218344807616 leaf_count=2582 352 142 20 internal_value=0 -0.000217582 0.00142272 internal_weight=0 202.13 39.873 internal_count=3096 2724 372 is_linear=0 shrinkage=0.00298985 Tree=2767 num_leaves=4 num_cat=0 split_feature=39 13 13 split_gain=12.0047 13.8825 9.54282 threshold=0.0047850000000000011 -0.10462499999999998 0.40528500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013855749078708944 0.00020377331631473865 -9.1812989276671277e-05 -0.00030092199300258841 leaf_weight=39.245595596265048 41.425236930139363 164.39134824159555 5.0073074270039788 leaf_count=279 344 2468 27 internal_value=0 -4.73635e-05 0.000148754 internal_weight=0 203.637 46.4325 internal_count=3118 2747 371 is_linear=0 shrinkage=0.000348413 Tree=2768 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=9.7935 12.5048 9.1964 threshold=0.09450500000000002 -0.11550499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011442513794527437 -0.0029398229357869951 -0.00094453472900594439 0.00084441415698967022 leaf_weight=29.330036221072078 5.2433827733620992 100.09234737581573 107.28150386177003 leaf_count=179 120 1972 816 internal_value=0 -0.000470589 0.000665331 internal_weight=0 129.422 112.525 internal_count=3087 2151 936 is_linear=0 shrinkage=0.0028174 Tree=2769 num_leaves=4 num_cat=0 split_feature=1 12 1 split_gain=9.54788 11.5979 3.90044 threshold=0.12856000000000004 0.099610000000000018 0.13148500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3206676273250562e-05 0.0046040591729102969 -0.0022927004166481443 0.0012158299494384448 leaf_weight=186.94645136455074 3.563811922445896 22.643096376559697 23.858298330567777 leaf_count=2454 21 382 234 internal_value=0 -0.000237004 0.0016731 internal_weight=0 209.59 27.4221 internal_count=3091 2836 255 is_linear=0 shrinkage=0.00304965 Tree=2770 num_leaves=4 num_cat=0 split_feature=160 484 52 split_gain=10.4088 11.2439 0.123468 threshold=-0.40187499999999993 -0.0048899999999999994 0.27828000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025134075074523688 -0.00023799645555507934 4.2034874133324174e-05 -0.00040976899805239065 leaf_weight=1.4550859680166448 19.587028631125577 224.32122570718639 6.7274732235819101 leaf_count=70 482 2379 181 internal_value=0 1.94481e-05 -0.000385369 internal_weight=0 243.908 8.18256 internal_count=3112 2861 251 is_linear=0 shrinkage=0.000355382 Tree=2771 num_leaves=4 num_cat=0 split_feature=16 0 1373 split_gain=11.4914 12.0672 10.8015 threshold=0.26746000000000009 0.17335000000000003 0.099250000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041268451827080937 -0.0030085725217362537 0.0040913126166851567 -0.0054007664707803335 leaf_weight=216.09046152746305 22.32440115953796 3.1311987936496726 3.7250606808811417 leaf_count=2713 360 6 25 internal_value=0 -0.00212115 0.000311469 internal_weight=0 25.4556 219.816 internal_count=3104 366 2738 is_linear=0 shrinkage=0.0034344 Tree=2772 num_leaves=4 num_cat=0 split_feature=1456 52 3 split_gain=10.7618 11.1143 1.76502 threshold=-1.0000000180025095e-35 -0.046989999999999997 -0.15442999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010219764049045441 0.0010361177724767883 -0.00042027800991376458 -0.0036439790099932964 leaf_weight=0.88619953952729602 90.686786251841113 138.6350263847271 9.2724689282476884 leaf_count=6 844 1988 289 internal_value=0 0.000155888 -0.00323024 internal_weight=0 229.322 10.1587 internal_count=3127 2832 295 is_linear=0 shrinkage=0.00323631 Tree=2773 num_leaves=4 num_cat=0 split_feature=4 11 150 split_gain=9.95651 13.2403 10.0953 threshold=0.27150500000000005 0.080455000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.366636793385093e-05 -0.0023211955661352167 -0.0035806368113610086 0.0020239478103877143 leaf_weight=186.69803344411775 5.4928635880351058 10.096219747327266 32.90066011575982 leaf_count=2594 29 136 328 internal_value=0 -0.000265007 0.00139736 internal_weight=0 196.794 38.3935 internal_count=3087 2730 357 is_linear=0 shrinkage=0.00298985 Tree=2774 num_leaves=3 num_cat=0 split_feature=457 12 split_gain=8.71269 10.1218 threshold=0.53894500000000012 0.085705000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00049273023334023942 -0.0046071603933736842 -0.00070071841403853633 leaf_weight=144.50977148034144 3.1524452790617934 92.368980905623175 leaf_count=1273 14 1801 internal_value=0 2.72433e-05 internal_weight=0 236.879 internal_count=3088 3074 is_linear=0 shrinkage=0.0028174 Tree=2775 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=13.4332 21.2537 12.0912 threshold=1.0000000180025095e-35 -0.074179999999999982 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002873309426022617 0.00095157167181280137 0.00063346145114430712 -0.0010660691427704224 leaf_weight=35.260743806720711 134.1649063420482 34.175535182235762 38.366061266511679 leaf_count=1243 1189 341 314 internal_value=0 -0.00114909 0.000502504 internal_weight=0 69.4363 172.531 internal_count=3087 1584 1503 is_linear=0 shrinkage=0.00317285 Tree=2776 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=8.86492 9.92528 threshold=0.53894500000000012 0.079930000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010552918549338056 -0.0045279378405006943 0.0014489525839440904 leaf_weight=199.2573944038013 3.1494348272681227 38.867729121819139 leaf_count=2860 14 254 internal_value=0 0.000148761 internal_weight=0 238.125 internal_count=3128 3114 is_linear=0 shrinkage=0.0028174 Tree=2777 num_leaves=4 num_cat=0 split_feature=42 156 1429 split_gain=9.91477 10.9717 10.2591 threshold=-1.0000000180025095e-35 0.050840000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0026948425942616696 -0.0040752705885246862 0.0018855820344419007 0.00047048523008352919 leaf_weight=28.068684899131767 6.1751312522683284 8.2223329811822605 197.37279832048807 leaf_count=785 137 74 2136 internal_value=0 -0.00165446 0.000330414 internal_weight=0 36.291 203.548 internal_count=3132 859 2273 is_linear=0 shrinkage=0.00350309 Tree=2778 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=9.61925 11.5847 7.62129 threshold=-0.0048899999999999994 -0.24269999999999997 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003208814929687502 0.00027522015612412791 -6.5894795959488937e-06 0.00023805751378307797 leaf_weight=16.981410678359683 18.406936306506395 210.25405266846064 3.3298587035387746 leaf_count=474 224 2389 21 internal_value=0 1.62195e-05 -0.000228445 internal_weight=0 228.661 20.3113 internal_count=3108 2613 495 is_linear=0 shrinkage=0.000341582 Tree=2779 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=9.51244 10.0899 threshold=0.090240000000000015 0.082085000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00025919361920283084 -0.0034589823388992409 0.0013578069127064653 leaf_weight=178.76564607978798 8.0017030620947462 52.10389294475317 leaf_count=2640 64 369 internal_value=0 0.000106221 internal_weight=0 230.87 internal_count=3073 3009 is_linear=0 shrinkage=0.00323631 Tree=2780 num_leaves=4 num_cat=0 split_feature=12 16 3 split_gain=9.86458 15.5788 13.9576 threshold=0.079600000000000018 0.15100500000000003 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010089347320744173 -0.00012568873945172795 -0.00024938373482003099 0.00036846045622367389 leaf_weight=113.03070117812604 105.15065205434803 18.575698007130995 7.6431719735264769 leaf_count=720 2211 144 26 internal_value=0 5.12833e-05 -9.18718e-05 internal_weight=0 131.606 112.794 internal_count=3101 864 2237 is_linear=0 shrinkage=0.000355382 Tree=2781 num_leaves=4 num_cat=0 split_feature=1 457 13 split_gain=9.43428 10.9914 5.02001 threshold=0.12700000000000003 0.079930000000000015 -0.040424999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4584611467968737e-05 0.00038343753064980522 0.00014509371592289286 7.6812171219363634e-05 leaf_weight=176.28872905555181 10.479310072958471 38.348944256082177 18.769343325868249 leaf_count=2592 150 245 132 internal_value=0 -2.70656e-05 0.000187714 internal_weight=0 214.638 29.2487 internal_count=3119 2837 282 is_linear=0 shrinkage=0.000355382 Tree=2782 num_leaves=4 num_cat=0 split_feature=160 41 52 split_gain=9.10364 7.89579 0.0810716 threshold=-0.40187499999999993 0.082980000000000012 0.27828000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002440807554200914 0.00023033695245620626 -0.0024722687133471853 -0.0037904024284759839 leaf_weight=1.4632830402115349 218.70260105084162 12.33799087256193 6.1027444016654044 leaf_count=68 2737 107 178 internal_value=0 8.48852e-05 -0.00356879 internal_weight=0 231.041 7.56603 internal_count=3090 2844 246 is_linear=0 shrinkage=0.00330104 Tree=2783 num_leaves=4 num_cat=0 split_feature=15 4 156 split_gain=9.73767 11.6068 9.30459 threshold=0.084580000000000016 0.15164000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00368582138768661 -0.0025383434808485877 0.002488832254660752 0.00036966891580294154 leaf_weight=5.9966400711564338 27.001132965320721 5.7534552551805964 197.82280659093522 leaf_count=155 969 37 1945 internal_value=0 -0.00164983 0.000248393 internal_weight=0 32.7546 203.819 internal_count=3106 1006 2100 is_linear=0 shrinkage=0.00323631 Tree=2784 num_leaves=4 num_cat=0 split_feature=484 457 3 split_gain=10.5358 10.0833 4.4081 threshold=-0.0048899999999999994 0.53894500000000012 0.12955000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0031588457387051595 0.00038716218939279298 -0.0051510491140837949 0.00062242181087574693 leaf_weight=13.655986945959741 222.21293963480275 3.3857454955577841 4.1754853818565598 leaf_count=450 2621 15 20 internal_value=0 0.000301532 -0.00227505 internal_weight=0 225.599 17.8315 internal_count=3106 2636 470 is_linear=0 shrinkage=0.00323631 Tree=2785 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=9.62682 11.1987 2.17425 threshold=0.13662500000000002 -0.10643499999999999 -0.032519999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00075411258516358548 0.0034128587898242567 -0.00077128795677176083 0.000741128778100662 leaf_weight=93.109542659949511 10.78918298659846 131.46946711151395 5.1639502309262744 leaf_count=527 137 2397 28 internal_value=0 -0.000138802 0.00255923 internal_weight=0 224.579 15.9531 internal_count=3089 2924 165 is_linear=0 shrinkage=0.00336706 Tree=2786 num_leaves=4 num_cat=0 split_feature=376 3 4 split_gain=12.6317 10.3288 2.89291 threshold=0.048375000000000008 -0.097724999999999992 -0.00052499999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7963066329219471e-05 0.00037194597329028603 -8.0913290289821778e-05 0.00010050532763226388 leaf_weight=60.289376844651997 12.87240179628134 163.75887611939106 9.3366039125248772 leaf_count=458 83 2519 88 internal_value=0 -3.27544e-05 0.00025891 internal_weight=0 224.048 22.209 internal_count=3148 2977 171 is_linear=0 shrinkage=0.000369739 Tree=2787 num_leaves=4 num_cat=0 split_feature=484 0 123 split_gain=10.3991 10.7215 6.16827 threshold=-0.0048899999999999994 -0.074654999999999985 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028687307834251389 -0.0004049532804260925 0.0010558599421469569 0.0031807077624644033 leaf_weight=17.345085970009681 134.01848119834904 81.086854335619137 1.7870938852429379 leaf_count=462 1772 801 12 internal_value=0 0.000145983 -0.00228845 internal_weight=0 215.105 19.1322 internal_count=3047 2573 474 is_linear=0 shrinkage=0.00317285 Tree=2788 num_leaves=4 num_cat=0 split_feature=1213 1365 4 split_gain=10.2897 9.70045 2.9747 threshold=-1.0000000180025095e-35 0.085225000000000009 -0.16251999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021351629819294795 0.00018310216231589885 -0.0040123398980848757 -0.0028948375272703432 leaf_weight=0.97481168061494727 219.57657903025392 4.5356691316701463 12.189897706848567 leaf_count=5 2578 47 469 internal_value=0 9.6232e-05 -0.00250751 internal_weight=0 224.112 13.1647 internal_count=3099 2625 474 is_linear=0 shrinkage=0.00287375 Tree=2789 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=12.4272 13.4662 7.84483 threshold=1.0000000180025095e-35 -0.22295999999999996 0.018230000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023349961354004025 -0.00025738017436513413 7.4227947528905563e-05 2.4254972704893247e-05 leaf_weight=43.254170192172751 17.763206141069531 161.28214111551642 24.128334980690852 leaf_count=1240 180 1352 324 internal_value=0 4.11886e-05 -0.000141316 internal_weight=0 179.045 67.3825 internal_count=3096 1532 1564 is_linear=0 shrinkage=0.000362489 Tree=2790 num_leaves=4 num_cat=0 split_feature=2 9 132 split_gain=11.7119 14.2135 8.37086 threshold=0.09802000000000001 -1.0000000180025095e-35 0.081055000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037347034892750965 4.4352874536337355e-05 -0.00010697237384225676 0.00033633252877958279 leaf_weight=8.8985500568523985 88.851731635746546 128.5384489033604 15.710710495710371 leaf_count=91 789 2046 118 internal_value=0 -7.55867e-05 8.85362e-05 internal_weight=0 137.437 104.562 internal_count=3044 2137 907 is_linear=0 shrinkage=0.000369739 Tree=2791 num_leaves=4 num_cat=0 split_feature=13 147 13 split_gain=10.7593 9.00591 6.77175 threshold=-0.24426999999999996 0.088565000000000019 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.0038010519112892e-05 -4.2649719503046089e-05 0.00021318008827989423 0.00034674027807136894 leaf_weight=6.4103217525407699 210.73245198396035 18.828692924231291 17.074874999932945 leaf_count=43 2796 112 117 internal_value=0 -2.15728e-05 0.000230423 internal_weight=0 229.561 23.4852 internal_count=3068 2908 160 is_linear=0 shrinkage=0.000355382 Tree=2792 num_leaves=4 num_cat=0 split_feature=4 482 1 split_gain=9.21703 10.1785 1.65116 threshold=0.50590000000000013 0.091725000000000015 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4307044479413916e-06 9.8027401107066522e-05 -0.00041002733433340187 0.00034518195143207805 leaf_weight=232.43406917329412 4.3925354443490496 6.5213772179558864 9.2712740348651987 leaf_count=2787 26 117 149 internal_value=0 -9.01253e-06 0.000267171 internal_weight=0 238.955 13.6638 internal_count=3079 2904 175 is_linear=0 shrinkage=0.000328318 Tree=2793 num_leaves=4 num_cat=0 split_feature=4 48 150 split_gain=8.80938 12.597 9.5611 threshold=0.27608500000000008 0.11978500000000002 -0.097334999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034154076778265531 0.0002361262181121831 -0.00034638576678589156 -5.9377078131683263e-05 leaf_weight=8.0335817355662567 31.906933977268636 5.6528184860944739 193.91019885265268 leaf_count=39 307 28 2723 internal_value=0 0.000147688 -4.32476e-05 internal_weight=0 37.5598 201.944 internal_count=3097 335 2762 is_linear=0 shrinkage=0.000362489 Tree=2794 num_leaves=4 num_cat=0 split_feature=41 13 2 split_gain=9.45624 10.115 3.09683 threshold=0.082980000000000012 -0.10462499999999998 0.10908500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018820311776326511 -0.00043049401246049283 -1.1034970490733064e-05 -8.3336238456988262e-05 leaf_weight=36.528493833262473 7.4165516654029471 198.48830514028668 5.4368860963732004 leaf_count=254 79 2685 41 internal_value=0 2.00073e-05 -0.000285637 internal_weight=0 235.017 12.8534 internal_count=3059 2939 120 is_linear=0 shrinkage=0.000348413 Tree=2795 num_leaves=4 num_cat=0 split_feature=51 2 42 split_gain=10.601 9.49513 0.155997 threshold=-0.39874999999999999 0.15412000000000003 -0.23129999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059080377337445669 -3.1502503105612446e-06 0.00034787888457603095 -0.00040605209878519607 leaf_weight=1.7059971718117592 229.15094936441164 10.929834380745886 4.7130037075839928 leaf_count=12 2848 103 103 internal_value=0 1.29853e-05 -0.000464441 internal_weight=0 240.081 6.419 internal_count=3066 2951 115 is_linear=0 shrinkage=0.000369739 Tree=2796 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=9.71294 14.404 8.96235 threshold=0.10100500000000003 -0.11550499999999998 -0.067199999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013455214509818853 0.00021793301656295854 -0.00013186333680685763 -7.8979973602478725e-06 leaf_weight=33.08072318136692 34.804074892774224 112.53853633627295 60.895225806627423 leaf_count=198 313 2110 474 internal_value=0 -7.12841e-05 7.43913e-05 internal_weight=0 145.619 95.6993 internal_count=3095 2308 787 is_linear=0 shrinkage=0.000355382 Tree=2797 num_leaves=4 num_cat=0 split_feature=147 13 0 split_gain=12.2279 10.5253 4.03386 threshold=0.088565000000000019 -0.24426999999999996 -0.09854499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021974957672855956 0.00039830932969163934 -6.6350216035714613e-05 3.2720919808196967e-05 leaf_weight=20.956779005937278 13.179849116131665 196.53201356867794 6.7583091985434285 leaf_count=137 65 2806 63 internal_value=0 -3.86833e-05 0.000275263 internal_weight=0 217.489 19.9382 internal_count=3071 2943 128 is_linear=0 shrinkage=0.000384677 Tree=2798 num_leaves=4 num_cat=0 split_feature=52 52 15 split_gain=9.72385 11.0322 3.0766 threshold=-0.24600999999999998 -0.048794999999999991 -0.021769999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013703272413599329 0.00012194827921195405 -5.3206392514487877e-05 -0.00044925290055480529 leaf_weight=9.9634158029221016 76.193450701888651 155.00539815321099 8.2811149256303889 leaf_count=203 596 2159 145 internal_value=0 4.54833e-06 -0.000280624 internal_weight=0 231.199 18.2445 internal_count=3103 2755 348 is_linear=0 shrinkage=0.000377134 Tree=2799 num_leaves=3 num_cat=0 split_feature=160 2 split_gain=9.85435 8.78997 threshold=-0.40187499999999993 0.14808000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043915076296249409 -9.7546120732632263e-06 0.00030240142979658476 leaf_weight=7.3802489399677134 222.89453383511864 14.086614130064843 leaf_count=232 2719 137 internal_value=0 8.93459e-06 internal_weight=0 236.981 internal_count=3088 2856 is_linear=0 shrinkage=0.000384677 Tree=2800 num_leaves=4 num_cat=0 split_feature=402 1373 1 split_gain=9.88661 9.00211 5.28765 threshold=0.086255000000000012 -1.0000000180025095e-35 0.11179000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0054661797652079402 -0.0041334983047664172 0.00026192466155684269 0.0015648710216837327 leaf_weight=3.5949496403336516 10.946242735022677 216.27357350941747 2.625670018605887 leaf_count=24 303 2711 32 internal_value=0 0.000165533 -0.00302729 internal_weight=0 219.869 13.5719 internal_count=3070 2735 335 is_linear=0 shrinkage=0.00364461 Tree=2801 num_leaves=4 num_cat=0 split_feature=14 3 15 split_gain=8.29209 10.6499 1.46902 threshold=0.073890000000000011 -0.10075499999999998 -0.15160999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018903171157798493 -0.0013635416326037296 -0.00031347232348260656 -0.0058159977571480524 leaf_weight=54.076012999285012 2.0551197845488787 179.01074745994993 4.9948632381856433 leaf_count=357 19 2590 88 internal_value=0 0.000198468 -0.00455968 internal_weight=0 233.087 7.04998 internal_count=3054 2947 107 is_linear=0 shrinkage=0.00435565 Tree=2802 num_leaves=4 num_cat=0 split_feature=123 133 133 split_gain=9.45349 13.0037 9.02542 threshold=1.0000000180025095e-35 0.087330000000000019 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.2131287572880674e-05 -0.0030001472314002482 -0.0026774731167246955 0.0027064524545945359 leaf_weight=189.5315627384698 3.8543143197894123 23.639516269671731 24.389212890062481 leaf_count=2135 31 730 231 internal_value=0 -0.00023403 0.00191892 internal_weight=0 213.171 28.2435 internal_count=3127 2865 262 is_linear=0 shrinkage=0.00350309 Tree=2803 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=9.73307 12.0923 threshold=-0.50873999999999986 -0.24426999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0073219424482357728 0.002395722341289258 -0.00031539942862334299 leaf_weight=2.0883954614400855 21.27361702080816 209.41886180324946 leaf_count=15 160 2911 internal_value=0 -6.43488e-05 internal_weight=0 230.692 internal_count=3086 3071 is_linear=0 shrinkage=0.0034344 Tree=2804 num_leaves=4 num_cat=0 split_feature=160 133 52 split_gain=9.27235 8.7763 0.0827728 threshold=-0.40187499999999993 0.13997000000000001 0.27828000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0022855932277132843 0.00023782167526749859 -0.0030602343019531428 -0.0035668475913490775 leaf_weight=1.4471261693397526 224.44857022387441 7.9766021461691698 6.0883392711402848 leaf_count=65 2542 314 182 internal_value=0 0.000123217 -0.00335786 internal_weight=0 232.425 7.53547 internal_count=3103 2856 247 is_linear=0 shrinkage=0.00311064 Tree=2805 num_leaves=4 num_cat=0 split_feature=14 376 15 split_gain=8.44779 8.84948 0.594583 threshold=0.077685000000000018 0.048375000000000008 -0.14794999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1612912007337145e-05 -0.00022566252477843101 0.00022775112922055632 -0.00049154332535678621 leaf_weight=222.15940673742443 1.8295207191258667 21.271899147890508 4.1172601385042062 leaf_count=2820 20 163 75 internal_value=0 9.39867e-06 -0.000415427 internal_weight=0 243.431 5.94678 internal_count=3078 2983 95 is_linear=0 shrinkage=0.000355382 Tree=2806 num_leaves=3 num_cat=0 split_feature=44 50 split_gain=10.5735 10.2512 threshold=1.0000000180025095e-35 0.086500000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00036896246476170213 -0.003482087903304685 -0.0018527490752257643 leaf_weight=203.97938219516072 7.5589764434844247 21.222965144435875 leaf_count=2448 61 543 internal_value=0 0.000158773 internal_weight=0 225.202 internal_count=3052 2991 is_linear=0 shrinkage=0.00304965 Tree=2807 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=10.4578 14.2592 10.262 threshold=0.09450500000000002 -0.12077499999999998 -0.16921999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012802866831997557 -0.0023852055451325156 -0.001405495061571501 0.00093745514509029136 leaf_weight=27.664703913033009 11.183557601645587 96.030280735110864 98.290770741179585 leaf_count=165 130 1962 823 internal_value=0 -0.000804198 0.000595932 internal_weight=0 123.695 109.474 internal_count=3080 2127 953 is_linear=0 shrinkage=0.00330104 Tree=2808 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=9.33311 8.89042 8.76946 threshold=0.10100500000000003 0.085505000000000012 0.095880000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9808593740278714e-06 0.00015476438208034289 -0.00019926795386224219 -6.1964409990854992e-05 leaf_weight=105.48191045760177 59.881328190676868 39.798455826356076 34.124546063598245 leaf_count=1366 529 965 242 internal_value=0 -6.19482e-05 7.61108e-05 internal_weight=0 145.28 94.0059 internal_count=3102 2331 771 is_linear=0 shrinkage=0.000341582 Tree=2809 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=9.17028 12.3091 4.29449 threshold=0.11584000000000001 0.084580000000000016 0.11078 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019495519157651758 0.0022414506477501399 -0.0023542752166265013 0.00025314596221186626 leaf_weight=166.57121246517636 30.394385634921491 23.445398656418547 19.393834316171706 leaf_count=1692 283 967 160 internal_value=0 -0.000120785 0.00146926 internal_weight=0 190.017 49.7882 internal_count=3102 2659 443 is_linear=0 shrinkage=0.00330104 Tree=2810 num_leaves=4 num_cat=0 split_feature=4 0 16 split_gain=8.67484 13.3541 3.94429 threshold=-0.49977499999999991 -0.0013399999999999998 0.37626500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0033854614958286249 -9.0058151594490484e-05 0.0022733258809757542 0.00030170531122143722 leaf_weight=10.908990506082771 192.47113514016382 30.017539119813591 4.4088809899985781 leaf_count=91 2774 195 53 internal_value=0 0.000229786 -0.00232971 internal_weight=0 222.489 15.3179 internal_count=3113 2969 144 is_linear=0 shrinkage=0.00330104 Tree=2811 num_leaves=4 num_cat=0 split_feature=13 39 11 split_gain=11.3942 12.0132 6.97754 threshold=-0.09194999999999999 0.0047850000000000011 0.087830000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018483669418946903 -0.00010586698895212785 0.00015475058392783886 -0.00031100318825913757 leaf_weight=51.479086180450395 150.47975023835897 33.136662780540064 4.6727046929299823 leaf_count=439 2331 284 33 internal_value=0 -5.87685e-05 0.000143038 internal_weight=0 183.616 56.1518 internal_count=3087 2615 472 is_linear=0 shrinkage=0.00039237 Tree=2812 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=12.1277 13.8991 8.24826 threshold=0.094695000000000015 -0.10092 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7775265217619532e-05 -0.00035932259319825151 -0.00014763429041503992 9.6244412117162616e-05 leaf_weight=38.197834103368223 4.7301007215864947 90.634731120779179 111.26424815133214 leaf_count=215 102 1941 822 internal_value=0 -7.48506e-05 7.73384e-05 internal_weight=0 128.833 115.994 internal_count=3080 2156 924 is_linear=0 shrinkage=0.000341582 Tree=2813 num_leaves=3 num_cat=0 split_feature=160 1212 split_gain=9.46307 7.93311 threshold=-0.25833999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0040274524865399307 -0.0039218932146230685 0.00019976621830622714 leaf_weight=7.2474650981603181 6.014690604293718 221.98304173431825 leaf_count=264 227 2594 internal_value=0 8.91632e-05 internal_weight=0 227.998 internal_count=3085 2821 is_linear=0 shrinkage=0.00357315 Tree=2814 num_leaves=4 num_cat=0 split_feature=123 133 133 split_gain=10.7057 10.9546 6.05301 threshold=1.0000000180025095e-35 0.094875000000000015 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.5098156324794753e-06 -0.00024533239344412099 -0.00034566729452058698 0.00026733025261738825 leaf_weight=200.77426702179946 3.6317501775920418 14.50590597221162 27.292442791163921 leaf_count=2339 30 465 250 internal_value=0 -3.04632e-05 0.000206455 internal_weight=0 215.28 30.9242 internal_count=3084 2804 280 is_linear=0 shrinkage=0.000377134 Tree=2815 num_leaves=3 num_cat=0 split_feature=13 1365 split_gain=14.1693 9.92216 threshold=0.27266500000000005 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011545297464955694 -0.0047897184815693904 -0.0040826947785514251 leaf_weight=226.3640192814637 6.2484479686245313 5.7009919360280028 leaf_count=2968 51 63 internal_value=0 1.04006e-05 internal_weight=0 232.065 internal_count=3082 3031 is_linear=0 shrinkage=0.00317285 Tree=2816 num_leaves=4 num_cat=0 split_feature=4 483 0 split_gain=9.79367 10.222 0.230335 threshold=0.51026500000000008 0.080590000000000009 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1386656744457088e-06 0.00022688555316386757 -0.00031405230494728763 0.00038911475167549748 leaf_weight=219.22329668607563 2.0946462899446479 14.135795296984723 8.0553975384682399 leaf_count=2637 29 306 118 internal_value=0 -1.05799e-05 0.000358477 internal_weight=0 233.359 10.15 internal_count=3090 2943 147 is_linear=0 shrinkage=0.000369739 Tree=2817 num_leaves=4 num_cat=0 split_feature=2 150 16 split_gain=10.402 9.58211 8.77391 threshold=0.092120000000000021 0.081245000000000026 -0.15336499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010518838696728407 0.00018937783874382525 0.0022796431448330284 -0.0011448792562826758 leaf_weight=25.307388737332076 97.449976263567805 31.560941540636122 89.908296576119028 leaf_count=207 1028 198 1660 internal_value=0 0.000702269 -0.000661802 internal_weight=0 129.011 115.216 internal_count=3093 1226 1867 is_linear=0 shrinkage=0.00330104 Tree=2818 num_leaves=4 num_cat=0 split_feature=1 0 133 split_gain=11.1493 9.00207 8.97635 threshold=0.10100500000000003 -0.15127999999999997 0.10681500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.0341191031375884e-05 -0.00010905470700839103 0.00015699948479500533 -0.00040043000741316585 leaf_weight=140.21965170663316 22.513351553119719 75.232456639409065 10.040509719634427 leaf_count=1945 129 656 393 internal_value=0 9.56658e-05 -6.46829e-05 internal_weight=0 97.7458 150.26 internal_count=3123 785 2338 is_linear=0 shrinkage=0.000369739 Tree=2819 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=11.0647 13.7293 4.40659 threshold=0.121715 0.11928500000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2248462614320786e-05 0.00035013677787769907 -0.00055847077001600282 7.0924218711516726e-05 leaf_weight=190.45749472640455 14.342214712873099 7.8408926581032565 22.056137628853321 leaf_count=2691 163 57 145 internal_value=0 -5.33592e-05 0.00018168 internal_weight=0 198.298 36.3984 internal_count=3056 2748 308 is_linear=0 shrinkage=0.00039237 Tree=2820 num_leaves=4 num_cat=0 split_feature=2 31 1374 split_gain=10.2025 9.88696 9.0544 threshold=0.089835000000000012 -1.0000000180025095e-35 0.090240000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029652985975033509 0.00055926595047915554 -0.0012951533713000322 -0.0042587547244585001 leaf_weight=6.5190381119027725 137.9192060388159 91.071771989110857 4.4572828076779833 leaf_count=82 1361 1630 38 internal_value=0 -0.00100748 0.000405203 internal_weight=0 97.5908 142.376 internal_count=3111 1712 1399 is_linear=0 shrinkage=0.00336706 Tree=2821 num_leaves=4 num_cat=0 split_feature=14 123 16 split_gain=8.79564 8.61633 1.32253 threshold=0.073890000000000011 1.0000000180025095e-35 -0.15595499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.4323825286444055e-05 -0.0019171586572389032 0.0022049639967529661 -0.005271665595219124 leaf_weight=202.62788532336708 2.9810547521337867 26.647685092873871 4.4597987905144683 leaf_count=2729 38 255 67 internal_value=0 0.000182696 -0.00397608 internal_weight=0 229.276 7.44085 internal_count=3089 2984 105 is_linear=0 shrinkage=0.00379185 Tree=2822 num_leaves=4 num_cat=0 split_feature=4 483 16 split_gain=9.63208 9.64807 0.119531 threshold=0.51026500000000008 0.080590000000000009 -0.4954849999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.41422850411152e-05 0.00027223644128188736 -0.00028728282340215319 0.00039028981729682889 leaf_weight=217.38691571238451 3.0242725191637874 15.44314674020279 7.2040151851251704 leaf_count=2623 49 290 100 internal_value=0 -5.97911e-06 0.00035871 internal_weight=0 232.83 10.2283 internal_count=3062 2913 149 is_linear=0 shrinkage=0.000369739 Tree=2823 num_leaves=4 num_cat=0 split_feature=13 1 13 split_gain=9.15631 11.3936 6.50202 threshold=-0.24426999999999996 1.0000000180025095e-35 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010520197471215003 -0.00015647457230274752 1.5638437970929992e-05 0.00029358840055396441 leaf_weight=6.1592562031000879 58.988691163482144 159.59986129542813 17.292269862256944 leaf_count=41 1527 1359 121 internal_value=0 -3.08646e-05 0.000188849 internal_weight=0 218.589 23.4515 internal_count=3048 2886 162 is_linear=0 shrinkage=0.000334884 Tree=2824 num_leaves=4 num_cat=0 split_feature=39 42 1 split_gain=8.96546 11.339 9.16633 threshold=0.0047850000000000011 0.10201 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1164935708295645e-05 -0.00013492357486887552 -0.00036286209193051163 0.00024780075161135579 leaf_weight=180.51402782672085 11.017996678827329 12.79558029770851 31.615927292965353 leaf_count=2448 70 272 279 internal_value=0 -3.46411e-05 0.000148798 internal_weight=0 193.31 42.6339 internal_count=3069 2720 349 is_linear=0 shrinkage=0.000362489 Tree=2825 num_leaves=4 num_cat=0 split_feature=1213 484 4 split_gain=10.0989 11.0043 2.58393 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.16125999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024773403954729714 -0.0027108326313317029 0.00049051462364990293 -0.0040603194993183624 leaf_weight=1.0402010418474663 19.696038845926523 208.31809003453236 11.79482994857244 leaf_count=5 461 2163 461 internal_value=0 0.000212785 -0.00351364 internal_weight=0 228.014 12.835 internal_count=3090 2624 466 is_linear=0 shrinkage=0.00410443 Tree=2826 num_leaves=4 num_cat=0 split_feature=376 4 2 split_gain=9.78605 13.3095 2.69477 threshold=0.048375000000000008 -0.49096999999999996 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0042200258379287607 0.00077898711907321589 -0.00019873158429238802 0.0033855350804541918 leaf_weight=10.987558469176291 9.5845960974693316 197.59496746305376 10.832357007078825 leaf_count=139 84 2795 78 internal_value=0 -0.000412713 0.00217283 internal_weight=0 208.583 20.417 internal_count=3096 2934 162 is_linear=0 shrinkage=0.00357315 Tree=2827 num_leaves=4 num_cat=0 split_feature=376 133 4 split_gain=9.35938 9.67304 2.81772 threshold=0.048375000000000008 1.0000000180025095e-35 -0.00052499999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010407385120682251 0.0028370912794092266 -0.0019666901846129973 0.00038513019004062155 leaf_weight=179.46643045567907 12.831101153977217 36.465224254177883 8.5012582549825293 leaf_count=1949 88 1010 80 internal_value=0 -0.000419477 0.00186706 internal_weight=0 215.932 21.3324 internal_count=3127 2959 168 is_linear=0 shrinkage=0.00330104 Tree=2828 num_leaves=4 num_cat=0 split_feature=2 43 16 split_gain=9.33414 9.4864 0.418386 threshold=0.153865 -0.59779499999999997 -0.0081099999999999974 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014092085047700284 0.00038639458128741612 -3.7509935041448189e-05 0.00022036328723608968 leaf_weight=0.50942222774028678 6.2827267209067941 224.8670289098518 3.9906985089182836 leaf_count=2 71 2918 34 internal_value=0 -3.35418e-05 0.000324971 internal_weight=0 225.376 10.2734 internal_count=3025 2920 105 is_linear=0 shrinkage=0.000369739 Tree=2829 num_leaves=4 num_cat=0 split_feature=43 0 15 split_gain=8.39993 16.0067 12.1733 threshold=-0.07440999999999999 -0.071104999999999988 0.079530000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031528380953812867 -4.5923708148627619e-07 0.0024630634444058404 -0.0025233705708944494 leaf_weight=51.775324741262011 123.80034841503948 37.272514352807775 23.785761832608841 leaf_count=925 976 298 878 internal_value=0 0.000849274 -0.00040867 internal_weight=0 89.0478 147.586 internal_count=3077 1223 1854 is_linear=0 shrinkage=0.00323631 Tree=2830 num_leaves=4 num_cat=0 split_feature=1 44 13 split_gain=11.0357 8.76849 4.96093 threshold=0.12856000000000004 1.0000000180025095e-35 -0.040424999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028075656461864942 0.0047611779750231223 -0.0055679333274599192 0.0010444455084249677 leaf_weight=200.98451657220721 9.4687050646170992 5.3156083822250357 16.652675061021 leaf_count=2763 146 40 117 internal_value=0 -0.000419934 0.00240629 internal_weight=0 206.3 26.1214 internal_count=3066 2803 263 is_linear=0 shrinkage=0.00410443 Tree=2831 num_leaves=4 num_cat=0 split_feature=1 47 52 split_gain=9.65027 11.8969 10.487 threshold=0.10384000000000002 0.084155000000000021 0.11379500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.3318994455843891e-06 0.00021786644907607027 -9.6811766147245437e-05 -0.0003525024270612905 leaf_weight=146.26849671604577 59.172424200922251 25.31661434751004 14.096183443209155 leaf_count=2024 512 170 375 internal_value=0 0.000123572 -3.69853e-05 internal_weight=0 84.489 160.365 internal_count=3081 682 2399 is_linear=0 shrinkage=0.000384677 Tree=2832 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=11.8798 11.0278 threshold=-0.41845999999999994 -0.074479999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040046868209883555 -4.750787138964818e-05 0.00012149783946203208 leaf_weight=10.120110334595664 149.31434340961277 86.709235942456871 leaf_count=306 2090 753 internal_value=0 1.46088e-05 internal_weight=0 236.024 internal_count=3149 2843 is_linear=0 shrinkage=0.000377134 Tree=2833 num_leaves=4 num_cat=0 split_feature=39 13 38 split_gain=13.4513 12.3812 7.81665 threshold=0.0047850000000000011 -0.10462499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014571719342278816 0.0025880699416174148 -0.00085755261166370214 -0.0014082436284448927 leaf_weight=36.431068188510835 33.336839287076145 153.12484362174291 7.6085336029063901 leaf_count=279 303 2453 60 internal_value=0 -0.000412084 0.00184365 internal_weight=0 189.556 40.9454 internal_count=3095 2732 363 is_linear=0 shrinkage=0.00357315 Tree=2834 num_leaves=4 num_cat=0 split_feature=160 1373 15 split_gain=8.67908 8.37631 0.0972776 threshold=-0.25833999999999996 0.099250000000000019 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0024180648269544777 0.00010858687763719464 -0.0057934519803758315 -0.0042096304909173717 leaf_weight=1.0246765245683489 219.35266098333523 3.2622888227924696 6.5234304287005207 leaf_count=18 2815 24 240 internal_value=0 1.92271e-05 -0.00400532 internal_weight=0 222.615 7.54811 internal_count=3097 2839 258 is_linear=0 shrinkage=0.0037175 Tree=2835 num_leaves=4 num_cat=0 split_feature=14 472 51 split_gain=8.39727 7.78279 0.83367 threshold=0.077685000000000018 -1.0000000180025095e-35 -0.042309999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0047101195035930696 -0.0067755764068674141 0.00026920661185019304 -0.0034160180007530472 leaf_weight=5.5322064252104601 2.2398245334625244 218.034829996177 4.1058048652485004 leaf_count=162 26 2803 77 internal_value=0 0.000143696 -0.00469877 internal_weight=0 223.567 6.34563 internal_count=3068 2965 103 is_linear=0 shrinkage=0.00418651 Tree=2836 num_leaves=4 num_cat=0 split_feature=4 1374 13 split_gain=9.80529 10.2237 0.0482467 threshold=0.51074000000000008 0.090240000000000015 -0.091229999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1373782816472438e-06 0.00029279464282797399 -0.00050362025156047978 0.00039979837995106538 leaf_weight=226.10923064802773 2.6031098132953048 5.8463114621117702 6.8291809204965812 leaf_count=2909 50 52 85 internal_value=0 -1.59887e-05 0.000374049 internal_weight=0 231.956 9.43229 internal_count=3096 2961 135 is_linear=0 shrinkage=0.000377134 Tree=2837 num_leaves=4 num_cat=0 split_feature=13 3 13 split_gain=9.20379 11.7709 8.17871 threshold=-0.24426999999999996 -0.10075499999999998 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014313188887803477 0.00010672645344415358 -8.0488709550891735e-05 0.00034133876369818412 leaf_weight=5.9759456384927061 57.656664825510234 159.51653460122179 16.044809494167566 leaf_count=40 430 2491 118 internal_value=0 -3.07561e-05 0.000209805 internal_weight=0 217.173 22.0208 internal_count=3079 2921 158 is_linear=0 shrinkage=0.000355382 Tree=2838 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=8.81027 16.3256 9.36236 threshold=-0.10075499999999998 -0.078644999999999979 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021482947683056303 -0.0027799235220590619 5.5390759091191919e-05 -0.0011260898906861241 leaf_weight=40.189088358543813 34.901779806008562 141.40124736807775 17.143082066904753 leaf_count=266 1263 1358 164 internal_value=0 -0.00050731 0.00116892 internal_weight=0 176.303 57.3322 internal_count=3051 2621 430 is_linear=0 shrinkage=0.0037175 Tree=2839 num_leaves=3 num_cat=0 split_feature=38 2 split_gain=8.79246 9.35596 threshold=0.12641000000000005 0.092120000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00069378450926468481 -0.0054569399857834272 0.00061525429193747764 leaf_weight=109.43269246316049 3.035090308636426 119.52907380089164 leaf_count=1889 19 1188 internal_value=0 -1.04365e-05 internal_weight=0 228.962 internal_count=3096 3077 is_linear=0 shrinkage=0.00323631 Tree=2840 num_leaves=3 num_cat=0 split_feature=52 160 split_gain=10.6132 10.7298 threshold=-0.42985499999999993 -0.25131999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038678639132914213 -0.00040703147069105024 2.20612897756107e-05 leaf_weight=9.2224664846435171 7.8158926375908768 224.35791386780329 leaf_count=273 271 2543 internal_value=0 7.42709e-06 internal_weight=0 232.174 internal_count=3087 2814 is_linear=0 shrinkage=0.000362489 Tree=2841 num_leaves=4 num_cat=0 split_feature=158 1 43 split_gain=8.3691 8.61351 0.0373821 threshold=0.10858500000000001 0.11584000000000001 -0.077814999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015530810408587368 -0.002793405482005757 0.0014585127115648363 -0.0039225972236091996 leaf_weight=187.50431164633483 2.0220160423777997 44.496974227018654 4.437895033741369 leaf_count=2604 52 394 97 internal_value=0 0.000154771 -0.00362276 internal_weight=0 232.001 6.45991 internal_count=3147 2998 149 is_linear=0 shrinkage=0.00330104 Tree=2842 num_leaves=4 num_cat=0 split_feature=147 0 150 split_gain=9.8235 12.604 3.96216 threshold=0.085900000000000018 -0.074654999999999985 0.087790000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011052137394594928 0.00088068343673256455 0.00090453970397643378 0.004321842000597007 leaf_weight=122.16976211057045 11.187019422650339 86.001841976307333 10.527377420105038 leaf_count=2005 79 914 79 internal_value=0 -0.000274885 0.00256261 internal_weight=0 208.172 21.7144 internal_count=3077 2919 158 is_linear=0 shrinkage=0.00402395 Tree=2843 num_leaves=4 num_cat=0 split_feature=4 51 1 split_gain=10.8853 10.2906 2.9739 threshold=-0.49977499999999991 -0.40548499999999993 0.093845000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0053185331648288904 -0.0053622460233565573 0.00044073960791879576 -0.00060000921285985624 leaf_weight=8.9209166374057514 6.0936346449889234 215.49132576351985 3.7669958751648656 leaf_count=72 120 2859 68 internal_value=0 0.000278529 -0.00393512 internal_weight=0 221.585 12.6879 internal_count=3119 2979 140 is_linear=0 shrinkage=0.00444276 Tree=2844 num_leaves=3 num_cat=0 split_feature=1373 11 split_gain=8.63017 7.93075 threshold=0.099250000000000019 0.10600000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.5493114663364916e-05 -0.00060093374527162892 -0.00059750094901718964 leaf_weight=240.08482578489929 3.5344453193247309 3.1819357611238948 leaf_count=3079 24 22 internal_value=0 7.20394e-06 internal_weight=0 243.267 internal_count=3125 3101 is_linear=0 shrinkage=0.00039237 Tree=2845 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=8.78922 10.8242 8.30841 threshold=0.17769000000000004 -0.10075499999999998 -0.15315499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001046408788282699 -0.00028104842489110618 -7.9304819457948531e-05 0.00036999571183344866 leaf_weight=59.520178154110909 3.2349259573966291 163.95666373835411 13.736223465763031 leaf_count=436 30 2500 116 internal_value=0 -3.02854e-05 0.000244869 internal_weight=0 223.477 16.9711 internal_count=3082 2936 146 is_linear=0 shrinkage=0.000369739 Tree=2846 num_leaves=4 num_cat=0 split_feature=50 1 123 split_gain=10.079 11.987 10.892 threshold=0.086500000000000007 1.0000000180025095e-35 0.088205000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010673639870935603 -0.00032143326234120018 9.0336834005749062e-05 0.00036217787853024474 leaf_weight=62.254830187186599 21.74121446500067 148.16098616318777 3.8115789815783492 leaf_count=1365 541 1117 26 internal_value=0 3.20039e-05 -0.000218327 internal_weight=0 210.416 25.5528 internal_count=3049 2482 567 is_linear=0 shrinkage=0.000377134 Tree=2847 num_leaves=4 num_cat=0 split_feature=39 133 42 split_gain=9.12962 13.2895 5.17052 threshold=0.0047850000000000011 0.086935000000000012 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.4765539686517705e-05 -0.00157973111478154 -0.0030826097743683794 0.0021428825261931347 leaf_weight=170.51650781172793 6.1621374525129786 21.636995769455098 37.927862729178742 leaf_count=1999 36 735 336 internal_value=0 -0.000291226 0.00161992 internal_weight=0 192.154 44.09 internal_count=3106 2734 372 is_linear=0 shrinkage=0.00379185 Tree=2848 num_leaves=4 num_cat=0 split_feature=133 52 1 split_gain=9.92688 9.3233 0.360768 threshold=-0.39935999999999994 -0.51586999999999994 0.11471000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0045654612848365812 -0.0043325884394055554 0.00029008400317660147 -0.0075270528725511114 leaf_weight=4.1623745050746939 7.4859612726140758 225.23757999076042 1.2950558625161646 leaf_count=156 226 2721 8 internal_value=0 0.000139376 -0.00540545 internal_weight=0 232.724 5.45743 internal_count=3111 2947 164 is_linear=0 shrinkage=0.00410443 Tree=2849 num_leaves=4 num_cat=0 split_feature=14 43 50 split_gain=9.47981 9.42046 1.01796 threshold=0.073890000000000011 -0.59779499999999997 0.067370000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014537854088518966 -0.0050160722485831461 8.1648594305288401e-05 -0.0019748962105441597 leaf_weight=0.488374263048171 4.9163981750607482 230.93923277163412 2.3657698035240173 leaf_count=1 78 3026 39 internal_value=0 0.000119171 -0.00407295 internal_weight=0 231.428 7.28217 internal_count=3144 3027 117 is_linear=0 shrinkage=0.00364461 Tree=2850 num_leaves=4 num_cat=0 split_feature=2 376 15 split_gain=9.00154 9.09533 0.303767 threshold=0.153865 1.0000000180025095e-35 -0.037184999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.7486059642018957e-05 0.00037017682456929875 0.00021435070439713118 0.00023395158208533657 leaf_weight=207.24961664911825 6.5923854615539312 20.615971213206649 4.5580444009974581 leaf_count=2758 80 152 28 internal_value=0 -1.46072e-05 0.000317371 internal_weight=0 227.866 11.1504 internal_count=3018 2910 108 is_linear=0 shrinkage=0.000362489 Tree=2851 num_leaves=4 num_cat=0 split_feature=15 4 51 split_gain=10.1211 15.3028 9.72064 threshold=0.084580000000000016 0.17888000000000001 -0.40548499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004157463853911021 -0.00028354399623043889 0.00037368129682703913 4.5385180173225257e-05 leaf_weight=5.8249544629361472 27.732184183434583 5.2307279203087083 210.3114066348644 leaf_count=111 987 20 1989 internal_value=0 -0.00017834 3.27487e-05 internal_weight=0 32.9629 216.136 internal_count=3107 1007 2100 is_linear=0 shrinkage=0.000355382 Tree=2852 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=12.94 12.0751 6.27705 threshold=0.10423500000000001 -0.11550499999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014318009245396955 0.00016376294276855687 -0.00010840340976267527 -9.6955104436398598e-05 leaf_weight=31.80713012535125 73.493772022426128 116.79002309194766 14.451624788343905 leaf_count=219 621 2147 74 internal_value=0 -5.44849e-05 0.000120852 internal_weight=0 148.597 87.9454 internal_count=3061 2366 695 is_linear=0 shrinkage=0.000362489 Tree=2853 num_leaves=4 num_cat=0 split_feature=133 132 15 split_gain=8.01502 11.2512 0.800373 threshold=0.13997000000000001 0.08018500000000002 -0.11244999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9163664016240683e-05 1.698966883522297e-05 0.00024057969686691852 -0.00039510839444036478 leaf_weight=210.83640299725812 0.69395478069782246 25.448844145284966 7.5066798944026214 leaf_count=2531 20 231 304 internal_value=0 8.91241e-06 -0.000360477 internal_weight=0 236.285 8.20063 internal_count=3086 2762 324 is_linear=0 shrinkage=0.000369739 Tree=2854 num_leaves=4 num_cat=0 split_feature=147 52 0 split_gain=10.3604 13.6834 7.39967 threshold=0.085900000000000018 -0.048794999999999991 -0.092939999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.6548341195826312e-05 0.00032654578134881993 -0.00010765108184259714 -8.6896257597107073e-05 leaf_weight=84.815235072979704 18.217022013850514 127.16308522655163 7.7343584457412353 leaf_count=878 86 2001 86 internal_value=0 -3.3949e-05 0.000203483 internal_weight=0 211.978 25.9514 internal_count=3051 2879 172 is_linear=0 shrinkage=0.000355382 Tree=2855 num_leaves=4 num_cat=0 split_feature=3 3 12 split_gain=9.56905 10.2578 6.08554 threshold=0.17769000000000004 -0.10643499999999999 -0.054684999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010038234092795513 -0.00052723045141549001 -0.00079715701203128878 0.0041353811963999324 leaf_weight=56.763365926221013 5.603455567732456 160.65195835079066 10.806229974143205 leaf_count=406 63 2536 81 internal_value=0 -0.000326678 0.00255044 internal_weight=0 217.415 16.4097 internal_count=3086 2942 144 is_linear=0 shrinkage=0.00364461 Tree=2856 num_leaves=4 num_cat=0 split_feature=2 14 16 split_gain=9.05249 9.43309 0.424873 threshold=0.15561000000000003 0.073890000000000011 0.033715000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5667090328277634e-05 0.00040999066940593297 -0.00049663670384122842 0.00022640817318193675 leaf_weight=223.63019935181364 6.2884662272408587 6.0897630383260539 3.3946526553481817 leaf_count=2878 72 99 29 internal_value=0 -2.86531e-05 0.000348955 internal_weight=0 229.72 9.68312 internal_count=3078 2977 101 is_linear=0 shrinkage=0.000384677 Tree=2857 num_leaves=4 num_cat=0 split_feature=158 156 16 split_gain=7.93729 7.64912 0.176489 threshold=0.11015500000000002 0.11896500000000002 -0.079774999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026217747570928408 -0.0029110157492967777 -0.0047184201523056283 -0.0046602932330224176 leaf_weight=223.38625433400739 2.1053946749307215 4.598024006932973 4.3605433908523983 leaf_count=2888 36 95 103 internal_value=0 0.000159461 -0.00414995 internal_weight=0 227.984 6.46594 internal_count=3122 2983 139 is_linear=0 shrinkage=0.00386769 Tree=2858 num_leaves=3 num_cat=0 split_feature=52 151 split_gain=11.4818 8.06701 threshold=-0.40306999999999998 -0.52342999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0036976533096530683 -0.004686381591506833 0.00015253955619328732 leaf_weight=9.9074860634282214 4.0295777702704063 216.01818866096437 leaf_count=306 39 2753 internal_value=0 6.15895e-05 internal_weight=0 220.048 internal_count=3098 2792 is_linear=0 shrinkage=0.0034344 Tree=2859 num_leaves=4 num_cat=0 split_feature=15 4 41 split_gain=11.014 11.5116 10.6861 threshold=0.084050000000000014 0.18572000000000002 0.087145000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039643495197276893 -0.0031273357714751366 0.003554293395757897 -0.0038987245701620058 leaf_weight=192.15452110441402 26.832353449426595 4.203457871451973 8.593911547213791 leaf_count=1970 1033 16 80 internal_value=0 -0.00221286 0.000210491 internal_weight=0 31.0358 200.748 internal_count=3099 1049 2050 is_linear=0 shrinkage=0.00379185 Tree=2860 num_leaves=4 num_cat=0 split_feature=14 43 51 split_gain=10.5953 10.9615 0.462861 threshold=0.064610000000000015 -0.07440999999999999 -0.022999999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013129648495506727 -0.00054441134305785639 -2.6805544131678976e-05 -0.00032783041219183669 leaf_weight=86.714333195704967 2.4172432986088097 152.85913296055514 4.5661523756571105 leaf_count=1158 31 1824 79 internal_value=0 3.04546e-05 -0.000410206 internal_weight=0 239.573 6.9834 internal_count=3092 2982 110 is_linear=0 shrinkage=0.000355382 Tree=2861 num_leaves=4 num_cat=0 split_feature=42 156 50 split_gain=10.3947 12.0199 9.40076 threshold=-1.0000000180025095e-35 0.050840000000000003 0.083800000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029988877083010249 6.2891179491626225e-05 0.00022630835614793977 -0.00019865382411790087 leaf_weight=29.541989573626779 180.87584248266649 8.1110962503589672 22.800340678775683 leaf_count=784 1841 74 435 internal_value=0 -0.000186202 3.35197e-05 internal_weight=0 37.6531 203.676 internal_count=3134 858 2276 is_linear=0 shrinkage=0.000384677 Tree=2862 num_leaves=4 num_cat=0 split_feature=403 484 15 split_gain=9.20523 9.12594 3.73005 threshold=-0.088654999999999984 0.11912000000000002 -0.17159499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029265277789868294 0.00037451933961749756 -0.0051367294301529667 -0.0044947497199465001 leaf_weight=1.1674874168820668 220.64492266590241 4.8628986214753231 9.0774591439403576 leaf_count=20 2575 117 374 internal_value=0 0.000253183 -0.00362654 internal_weight=0 225.508 10.2449 internal_count=3086 2692 394 is_linear=0 shrinkage=0.00402395 Tree=2863 num_leaves=4 num_cat=0 split_feature=2 44 1 split_gain=9.67327 9.76478 1.17699 threshold=0.14870000000000003 1.0000000180025095e-35 0.12485500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014642665743618531 0.001284849296686778 -0.0045921285313903597 0.0037345922734696264 leaf_weight=212.89475198730361 3.9370428435504428 6.6598729584366074 8.6588851101696473 leaf_count=2903 35 50 94 internal_value=0 -0.000283553 0.00298696 internal_weight=0 219.555 12.5959 internal_count=3082 2953 129 is_linear=0 shrinkage=0.00364461 Tree=2864 num_leaves=4 num_cat=0 split_feature=123 4 2 split_gain=10.6801 12.6325 5.06151 threshold=1.0000000180025095e-35 -0.49977499999999991 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046287439928904101 4.5662707963401923e-06 -2.2347841376999984e-05 0.00034371879246648861 leaf_weight=10.005662741139529 10.660691905766727 201.22105804155581 16.630679612979293 leaf_count=122 122 2678 145 internal_value=0 -4.34495e-05 0.000211797 internal_weight=0 211.227 27.2914 internal_count=3067 2800 267 is_linear=0 shrinkage=0.000384677 Tree=2865 num_leaves=3 num_cat=0 split_feature=51 1212 split_gain=9.54559 7.95465 threshold=-0.40548499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0055521045878375473 -0.005067027571808878 0.0004114360247751156 leaf_weight=6.062911028508096 5.6987133672228074 222.39475045271683 leaf_count=115 220 2779 internal_value=0 0.000272143 internal_weight=0 228.093 internal_count=3114 2999 is_linear=0 shrinkage=0.00462225 Tree=2866 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=9.85395 11.1899 threshold=0.09586500000000002 -0.10783 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012087135188730404 -0.0054854381376042479 -0.00040988603220938407 leaf_weight=89.167038054671139 3.8190231295302501 140.01616406871472 leaf_count=548 29 2500 internal_value=0 0.000220136 internal_weight=0 229.183 internal_count=3077 3048 is_linear=0 shrinkage=0.00357315 Tree=2867 num_leaves=4 num_cat=0 split_feature=3 39 4 split_gain=9.55156 17.4381 7.87217 threshold=-0.10075499999999998 0.0047850000000000011 -0.47472999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0032084185476521105 -0.0013778594350728295 0.0015669219623947537 0.0016659873787520435 leaf_weight=5.6259823553264132 131.94703084300272 40.915487566497177 51.419075674377382 leaf_count=77 2298 348 352 internal_value=0 -0.000680285 0.00117991 internal_weight=0 172.863 57.0451 internal_count=3075 2646 429 is_linear=0 shrinkage=0.00394505 Tree=2868 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=9.32255 16.5698 12.1449 threshold=1.0000000180025095e-35 -0.084074999999999997 0.075600000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0038348867735893107 0.000992787296997859 0.00035022857353394073 -0.002073863009128288 leaf_weight=26.086638027336448 141.93091174354777 40.645928554004058 25.582943600136787 leaf_count=777 1231 796 305 internal_value=0 -0.00128947 0.000523372 internal_weight=0 66.7326 167.514 internal_count=3109 1573 1536 is_linear=0 shrinkage=0.00410443 Tree=2869 num_leaves=4 num_cat=0 split_feature=1 376 16 split_gain=13.4768 10.6476 2.99317 threshold=0.12856000000000004 0.048375000000000008 -0.061714999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5513165962686391e-05 0.00036997842443749413 0.00027711016790967825 0.00011815953171984516 leaf_weight=193.31807394186035 14.408264493569733 14.94044193997979 14.857825863175092 leaf_count=2755 162 107 110 internal_value=0 -4.07977e-05 0.000243072 internal_weight=0 208.259 29.2661 internal_count=3134 2862 272 is_linear=0 shrinkage=0.00039237 Tree=2870 num_leaves=4 num_cat=0 split_feature=1 42 16 split_gain=10.0954 12.1118 4.65791 threshold=0.11584000000000001 0.085675000000000015 -0.063769999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0589027548111483e-05 0.0027228069981437499 -0.002424308950482029 0.00010583016110254367 leaf_weight=139.37860813166481 24.961223479360342 46.663610412972048 21.116729595232755 leaf_count=1628 252 1022 192 internal_value=0 -0.000617099 0.00152666 internal_weight=0 186.042 46.078 internal_count=3094 2650 444 is_linear=0 shrinkage=0.00410443 Tree=2871 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=10.64 15.1094 10.3782 threshold=0.27150500000000005 0.12011000000000001 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.8491022207410636e-05 0.00026406285050533447 -0.00040576182685979226 -0.00043566497357053983 leaf_weight=176.49943812773563 34.518391485791653 5.718529909849166 9.6656508948653919 leaf_count=2575 335 29 139 internal_value=0 0.000168005 -4.98806e-05 internal_weight=0 40.2369 186.165 internal_count=3078 364 2714 is_linear=0 shrinkage=0.000384677 Tree=2872 num_leaves=4 num_cat=0 split_feature=52 0 48 split_gain=9.50568 11.8599 1.21653 threshold=-0.41845999999999994 -0.074249999999999997 0.098100000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037099122114826131 -4.4299511766728351e-05 0.00011824842534486984 -7.3796830447146948e-06 leaf_weight=8.9335313723422569 147.80699607403949 86.157364242710173 1.2795555656775821 leaf_count=281 2068 747 20 internal_value=0 1.55867e-05 -0.00032601 internal_weight=0 233.964 10.2131 internal_count=3116 2815 301 is_linear=0 shrinkage=0.000348413 Tree=2873 num_leaves=4 num_cat=0 split_feature=133 1456 12 split_gain=10.3193 11.2909 7.19592 threshold=0.099280000000000021 1.0000000180025095e-35 -0.010419999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1250878321018476e-05 0.00016444652139914104 -0.00041305642630078522 -0.00042855860991972388 leaf_weight=216.54841087514069 3.4231464788317689 7.6736334159504613 11.609656902495768 leaf_count=2414 40 227 459 internal_value=0 1.58466e-05 -0.000293307 internal_weight=0 224.222 15.0328 internal_count=3140 2641 499 is_linear=0 shrinkage=0.000362489 Tree=2874 num_leaves=4 num_cat=0 split_feature=160 1373 52 split_gain=8.52597 8.55263 0.120666 threshold=-0.40187499999999993 0.099250000000000019 0.27828000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021846810940516562 0.00025242222155030748 -0.0046998439639444967 -0.0038156372550174501 leaf_weight=1.1589656159048889 230.23033875331748 3.9108122983016065 5.8078584370668977 leaf_count=61 2900 28 180 internal_value=0 0.000167499 -0.00358317 internal_weight=0 234.141 6.96682 internal_count=3169 2928 241 is_linear=0 shrinkage=0.00336706 Tree=2875 num_leaves=4 num_cat=0 split_feature=12 157 16 split_gain=9.3517 13.6654 13.1907 threshold=0.083325000000000024 -0.07692499999999998 -0.17157499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032296988904637801 0.00014271742317895907 9.5292892270128109e-06 -0.00016694011506413923 leaf_weight=25.124159621074796 27.545697262743488 111.6622212480288 77.118105296511203 leaf_count=116 196 799 1953 internal_value=0 6.73174e-05 -8.53782e-05 internal_weight=0 136.786 104.664 internal_count=3064 915 2149 is_linear=0 shrinkage=0.000384677 Tree=2876 num_leaves=4 num_cat=0 split_feature=132 376 12 split_gain=8.53597 10.0944 7.12082 threshold=0.08018500000000002 0.048375000000000008 0.078120000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.8114269405739356e-05 0.00038370420844364782 0.00023256165513068413 4.184965583087678e-06 leaf_weight=189.604782928247 14.414109929464759 20.050216351170093 13.633718243567271 leaf_count=2632 92 162 227 internal_value=0 -2.11622e-05 0.000199975 internal_weight=0 209.655 28.0478 internal_count=3113 2794 319 is_linear=0 shrinkage=0.000377134 Tree=2877 num_leaves=4 num_cat=0 split_feature=41 0 11 split_gain=9.84761 9.65134 2.537 threshold=0.082980000000000012 -0.10643499999999999 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010939658722325643 -0.0020375220230862386 -0.00051270959546188496 -0.0057417782535812353 leaf_weight=85.303056885488331 7.0355866206809861 130.67530886980239 4.102189096622169 leaf_count=510 80 2423 31 internal_value=0 0.000122103 -0.00344542 internal_weight=0 215.978 11.1378 internal_count=3044 2933 111 is_linear=0 shrinkage=0.0037175 Tree=2878 num_leaves=4 num_cat=0 split_feature=13 124 13 split_gain=11.5201 10.0559 7.93352 threshold=-0.23438999999999996 -0.048219999999999992 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010935532325342548 0.00017742229069516146 -5.8438171179819958e-05 0.00035087992090739864 leaf_weight=6.37919769342989 25.889603444375098 187.15454239293467 17.707806390710175 leaf_count=41 229 2678 123 internal_value=0 -2.96977e-05 0.000229049 internal_weight=0 213.044 24.087 internal_count=3071 2907 164 is_linear=0 shrinkage=0.000355382 Tree=2879 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=8.75572 12.6469 9.52133 threshold=0.10100500000000003 -0.23098999999999997 0.095880000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.003738470915530828 0.0019334746314924 -0.001053109808622828 -0.00076870150834517856 leaf_weight=9.8774667279794794 57.698108532465994 130.98775067809038 35.351185569539666 leaf_count=44 528 2281 259 internal_value=0 -0.000714422 0.000907177 internal_weight=0 140.865 93.0493 internal_count=3112 2325 787 is_linear=0 shrinkage=0.00410443 Tree=2880 num_leaves=4 num_cat=0 split_feature=1 150 13 split_gain=9.9926 9.64005 3.68351 threshold=0.12700000000000003 0.081245000000000026 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.1850580092144851e-05 0.00039899778300755707 0.00011736019968395595 0.00011926241274853882 leaf_weight=159.13288482720964 9.8318231850862521 55.167211924679577 18.674950930289924 leaf_count=2446 143 371 128 internal_value=0 -1.56792e-05 0.000216925 internal_weight=0 214.3 28.5068 internal_count=3088 2817 271 is_linear=0 shrinkage=0.000369739 Tree=2881 num_leaves=4 num_cat=0 split_feature=147 484 0 split_gain=8.87532 10.1165 5.0139 threshold=0.088565000000000019 -0.0048899999999999994 -0.092134999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027262529508337351 0.00035764799710766575 6.8177861856587006e-06 -3.3303411697325864e-05 leaf_weight=18.508462072350085 13.632931592874231 198.37177868117578 6.2537165051326147 leaf_count=455 75 2452 67 internal_value=0 -1.71581e-05 0.000235208 internal_weight=0 216.88 19.8866 internal_count=3049 2907 142 is_linear=0 shrinkage=0.000362489 Tree=2882 num_leaves=3 num_cat=0 split_feature=1365 0 split_gain=9.18905 9.17624 threshold=1.0000000180025095e-35 -0.10185499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010636302214979475 -0.00042647929943977149 -3.9168866983164949e-05 leaf_weight=96.193356306757778 6.0953174182213834 139.14028709661216 leaf_count=577 60 2450 internal_value=0 2.034e-05 internal_weight=0 235.334 internal_count=3087 3027 is_linear=0 shrinkage=0.000362489 Tree=2883 num_leaves=4 num_cat=0 split_feature=52 484 12 split_gain=8.94218 9.21886 1.23553 threshold=-0.42985499999999993 -0.0048899999999999994 -0.07793499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041598357779739465 -0.0021762736158929636 0.00055978136248308801 -0.0040563155862070243 leaf_weight=1.0185005671810348 20.102232783683576 207.83215686574113 8.1305967983789724 leaf_count=7 447 2366 273 internal_value=0 0.00031753 -0.00355944 internal_weight=0 227.934 9.1491 internal_count=3093 2813 280 is_linear=0 shrinkage=0.00386769 Tree=2884 num_leaves=3 num_cat=0 split_feature=1365 1213 split_gain=8.97074 9.54629 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0031768052821513158 -0.0049323109980457256 0.00038856410474565458 leaf_weight=12.782051012036389 5.5725099002011111 213.55778643372469 leaf_count=471 59 2579 internal_value=0 0.000185746 internal_weight=0 226.34 internal_count=3109 3050 is_linear=0 shrinkage=0.00402395 Tree=2885 num_leaves=4 num_cat=0 split_feature=1213 151 157 split_gain=9.1894 9.15343 6.56461 threshold=-1.0000000180025095e-35 -0.40941499999999992 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0047727017741288928 -0.0049486021410257786 0.0005811199411013769 -0.0046398983400459271 leaf_weight=1.5242465957999218 5.7192697077989569 218.65821098256856 10.659174872096626 leaf_count=8 67 2590 456 internal_value=0 0.000437772 -0.00342957 internal_weight=0 224.377 12.1834 internal_count=3121 2657 464 is_linear=0 shrinkage=0.00435565 Tree=2886 num_leaves=4 num_cat=0 split_feature=39 133 42 split_gain=9.30564 10.9091 9.02635 threshold=0.0047850000000000011 0.084735000000000019 -0.0043149999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2479924489626969e-05 -0.00013564496062028718 -0.00022997736573457931 0.00026260029562538451 leaf_weight=173.23573511349969 9.9212089199572784 26.939099360257387 34.968704490922391 leaf_count=1905 64 810 299 internal_value=0 -1.16048e-05 0.000174465 internal_weight=0 200.175 44.8899 internal_count=3078 2715 363 is_linear=0 shrinkage=0.000369739 Tree=2887 num_leaves=4 num_cat=0 split_feature=159 15 39 split_gain=11.5361 10.1513 6.01154 threshold=-0.030694999999999997 -0.25766499999999998 0.085855000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036134302186688772 0.0002870533661060552 -1.0773362376987826e-06 0.00019944973616205241 leaf_weight=15.861085415468553 17.295411576516926 208.62754498620052 2.9058543667197219 leaf_count=393 222 2491 19 internal_value=0 2.11116e-05 -0.000273843 internal_weight=0 225.923 18.7669 internal_count=3125 2713 412 is_linear=0 shrinkage=0.000362489 Tree=2888 num_leaves=4 num_cat=0 split_feature=480 1375 16 split_gain=10.3904 10.6736 1.03684 threshold=0.086640000000000009 -0.43271999999999994 -0.18817999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0067825111698907549 -0.0010769579585944752 0.00035573769127783767 -0.0049211382294810325 leaf_weight=3.1967079937458029 1.3896907754242418 222.57405565155204 6.6548870431724918 leaf_count=18 15 2897 187 internal_value=0 0.000251355 -0.00428096 internal_weight=0 225.771 8.04458 internal_count=3117 2915 202 is_linear=0 shrinkage=0.00394505 Tree=2889 num_leaves=4 num_cat=0 split_feature=484 155 147 split_gain=10.57 9.59342 8.92462 threshold=-0.0048899999999999994 0.083985000000000018 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033581974679851171 3.5477447617960499e-05 -0.00037470136084469285 0.00051183962266365961 leaf_weight=19.228294487227689 210.42100130184554 8.3231761413626355 1.844849407672881 leaf_count=499 2427 180 3 internal_value=0 1.96865e-05 -0.000259298 internal_weight=0 218.744 21.0731 internal_count=3109 2607 502 is_linear=0 shrinkage=0.000377134 Tree=2890 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=10.5208 14.4798 14.4204 threshold=0.27150500000000005 0.12450000000000001 0.077165000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025742083044813817 0.0025118044982724427 -0.005169300562379236 -0.0050598588634177214 leaf_weight=176.32520746090449 35.947524648625404 4.1670386418700209 10.188541715033351 leaf_count=2540 357 24 153 internal_value=0 0.00170174 -0.000522638 internal_weight=0 40.1146 186.514 internal_count=3074 381 2693 is_linear=0 shrinkage=0.00394505 Tree=2891 num_leaves=4 num_cat=0 split_feature=147 1456 1348 split_gain=8.44541 10.2062 2.97839 threshold=0.089090000000000016 -1.0000000180025095e-35 0.089175000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0049468656101749513 0.0013836914979435142 -0.00031225284911182773 0.0053156832726293261 leaf_weight=9.7258028071373683 11.567794787697496 201.52927931392333 5.6419186461716881 leaf_count=303 93 2684 31 internal_value=0 -0.00052813 0.00269876 internal_weight=0 211.255 17.2097 internal_count=3111 2987 124 is_linear=0 shrinkage=0.00444276 Tree=2892 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=9.98044 11.1796 threshold=0.084955000000000017 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.3266839136707082e-05 -0.000492128200272449 0.0003919199338320184 leaf_weight=222.21785884140991 5.5739188753068438 9.6039519868791086 leaf_count=2953 45 112 internal_value=0 3.7004e-06 internal_weight=0 231.822 internal_count=3110 3065 is_linear=0 shrinkage=0.000369739 Tree=2893 num_leaves=4 num_cat=0 split_feature=15 43 1 split_gain=11.9343 17.4864 10.6892 threshold=0.084580000000000016 -0.19537999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011729181676106243 0.00029883714446780554 -0.00037492729668943105 7.3189546004780891e-05 leaf_weight=57.431086913566105 6.9407825190573957 24.690733294584788 154.05843337113038 leaf_count=959 79 925 1161 internal_value=0 -0.000226553 2.14286e-05 internal_weight=0 31.6315 211.49 internal_count=3124 1004 2120 is_linear=0 shrinkage=0.000377134 Tree=2894 num_leaves=4 num_cat=0 split_feature=376 4 4 split_gain=11.4503 13.7249 2.58024 threshold=1.0000000180025095e-35 -0.49977499999999991 -0.068059999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044983291197451706 0.00041751071436035674 -2.4991625724928792e-05 0.00014195547632484142 leaf_weight=10.828960001468657 7.3565536718815592 208.97230215382297 12.809893050231038 leaf_count=127 38 2805 123 internal_value=0 -4.61407e-05 0.000244226 internal_weight=0 219.801 20.1664 internal_count=3093 2932 161 is_linear=0 shrinkage=0.000369739 Tree=2895 num_leaves=3 num_cat=0 split_feature=43 15 split_gain=8.10075 8.29793 threshold=-0.59779499999999997 -0.24269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014290387328605591 0.0024729149563644769 -0.00027650856555996129 leaf_weight=0.55485233385115762 20.153566755820066 211.23145344399381 leaf_count=4 242 2839 internal_value=0 -3.59543e-05 internal_weight=0 231.385 internal_count=3085 3081 is_linear=0 shrinkage=0.00410443 Tree=2896 num_leaves=4 num_cat=0 split_feature=15 13 4 split_gain=9.44653 12.8583 11.9999 threshold=0.082805000000000004 -0.24921999999999997 -0.49367499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003103395798344892 0.00076367896473555138 -0.00022464733345817131 6.1369507540574768e-05 leaf_weight=12.548773255199192 1.7959776986390341 32.64042519708164 191.02663093968295 leaf_count=139 8 1093 1847 internal_value=0 -0.000170795 3.82987e-05 internal_weight=0 34.4364 203.575 internal_count=3087 1101 1986 is_linear=0 shrinkage=0.000369739 Tree=2897 num_leaves=4 num_cat=0 split_feature=39 133 1 split_gain=10.624 10.7637 9.17151 threshold=0.0047850000000000011 0.086935000000000012 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2556207738159982e-06 -0.00012870534885485444 -0.00026200370177623003 0.00024056771364978289 leaf_weight=174.85931394493673 10.650849083438514 22.442358585190959 34.038190640509129 leaf_count=2023 72 720 304 internal_value=0 -3.54782e-05 0.000152456 internal_weight=0 197.302 44.689 internal_count=3119 2743 376 is_linear=0 shrinkage=0.000348413 Tree=2898 num_leaves=4 num_cat=0 split_feature=155 1 52 split_gain=8.17726 9.32246 0.0544072 threshold=0.098655000000000007 0.088975000000000012 0.034790000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0626963336012899e-05 -0.00038916527101997552 7.6254480662654486e-05 -0.00053815336187202072 leaf_weight=103.28280679089949 4.6660551407840094 133.63958241371438 1.7285662102513013 leaf_count=1845 128 1103 25 internal_value=0 7.85856e-06 -0.000438007 internal_weight=0 236.922 6.39462 internal_count=3101 2948 153 is_linear=0 shrinkage=0.00039237 Tree=2899 num_leaves=4 num_cat=0 split_feature=2 150 0 split_gain=10.1219 10.5518 10.2175 threshold=0.092120000000000021 0.081245000000000026 -0.063819999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015786973037248643 0.00012705622944074698 0.002866134148082536 0.0012112182799251484 leaf_weight=82.087568880524486 93.883644608431496 28.436173529364169 27.094845586456358 leaf_count=1644 1038 184 219 internal_value=0 0.000765859 -0.000885817 internal_weight=0 122.32 109.182 internal_count=3085 1222 1863 is_linear=0 shrinkage=0.00394505 Tree=2900 num_leaves=4 num_cat=0 split_feature=1 3 130 split_gain=13.9354 11.9205 10.658 threshold=1.0000000180025095e-35 -0.14719499999999996 -0.068059999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034361190756558617 0.00033231789523957756 -0.00021003005125177886 9.6436554459830729e-06 leaf_weight=5.7303779358044258 15.255986631847916 60.154583288240246 156.5905328639783 leaf_count=17 93 1568 1421 internal_value=0 -0.000161375 3.84874e-05 internal_weight=0 65.885 171.847 internal_count=3099 1585 1514 is_linear=0 shrinkage=0.000369739 Tree=2901 num_leaves=4 num_cat=0 split_feature=457 133 49 split_gain=11.282 9.13799 4.05574 threshold=-0.0056599999999999992 -0.39935999999999994 0.0029050000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0040583126998861227 -0.0051957160427931566 0.00014997343491932559 0.00054599909450682568 leaf_weight=15.113704885588961 4.9878075262531629 206.21898034680635 3.6706747072748831 leaf_count=201 162 2672 34 internal_value=0 2.10449e-05 -0.00316068 internal_weight=0 211.207 18.7844 internal_count=3069 2834 235 is_linear=0 shrinkage=0.00394505 Tree=2902 num_leaves=4 num_cat=0 split_feature=376 151 2 split_gain=8.18586 8.53698 3.76696 threshold=0.048375000000000008 -0.40941499999999992 0.092120000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0058171449938219629 0.00046101549820712199 -0.00024122581135251563 0.0042220181256891302 leaf_weight=5.2369873672723761 9.3396076634526271 200.15983869577758 10.973170369863508 leaf_count=63 91 2853 77 internal_value=0 -0.000386487 0.00250475 internal_weight=0 205.397 20.3128 internal_count=3084 2916 168 is_linear=0 shrinkage=0.00435565 Tree=2903 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=11.5275 11.5976 10.0001 threshold=0.023990000000000004 0.27044500000000005 -0.042829999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019895378182534435 -0.00013925428818461965 0.00017391474535760813 -8.0951741393535409e-06 leaf_weight=39.982154855504632 93.754245838499628 16.076726023107767 84.722239217488095 leaf_count=307 2128 102 514 internal_value=0 -9.32831e-05 5.84068e-05 internal_weight=0 109.831 124.704 internal_count=3051 2230 821 is_linear=0 shrinkage=0.000341582 Tree=2904 num_leaves=4 num_cat=0 split_feature=13 3 12 split_gain=10.0457 10.3483 3.28796 threshold=-0.23862999999999998 0.099015000000000006 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.7854208391497619e-05 6.0188981117475051e-05 -0.0026344686934909084 0.0034954944624161267 leaf_weight=5.8172652851790216 180.45320705778431 26.347234874032438 16.18982208520174 leaf_count=56 2746 165 104 internal_value=0 -0.000284361 0.00256872 internal_weight=0 206.8 22.0071 internal_count=3071 2911 160 is_linear=0 shrinkage=0.00402395 Tree=2905 num_leaves=4 num_cat=0 split_feature=52 484 16 split_gain=10.039 10.7824 1.31512 threshold=-0.41845999999999994 -1.0000000180025095e-35 0.25032500000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.5129256148627063e-06 -0.00024235903018958707 4.5326946265589478e-05 -0.00039402858663693059 leaf_weight=1.2688185924198467 19.330372028285637 212.13214904000051 9.2550483027007413 leaf_count=50 459 2358 266 internal_value=0 2.11956e-05 -0.000346177 internal_weight=0 231.463 10.5239 internal_count=3133 2817 316 is_linear=0 shrinkage=0.000369739 Tree=2906 num_leaves=4 num_cat=0 split_feature=12 16 0 split_gain=7.49835 15.1212 11.2304 threshold=0.084045000000000022 0.15100500000000003 -0.074179999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010882597109753561 -0.0022473988687397332 -0.0031802063789116769 0.00059057306948875204 leaf_weight=113.00192757195327 55.044870179379359 16.583183105103672 43.81473580095917 leaf_count=869 1493 142 577 internal_value=0 0.000539744 -0.00099036 internal_weight=0 129.585 98.8596 internal_count=3081 1011 2070 is_linear=0 shrinkage=0.00418651 Tree=2907 num_leaves=4 num_cat=0 split_feature=402 14 4 split_gain=8.37964 8.00165 5.0245 threshold=0.086255000000000012 0.073890000000000011 0.31595000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043865533204601252 -0.0047619837965945759 -0.0051745921928173979 0.0041088707907243867 leaf_weight=214.87691541819368 11.527405833359806 5.9262605719268313 1.6039444869384158 leaf_count=2683 316 100 26 internal_value=0 0.000285452 -0.00365286 internal_weight=0 220.803 13.1314 internal_count=3125 2783 342 is_linear=0 shrinkage=0.00480899 Tree=2908 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=10.1663 11.5163 threshold=-0.42985499999999993 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039132511163824356 0.00012704945109977571 -4.7097891619061027e-05 leaf_weight=8.665277455467729 79.994633766589686 147.39007214445155 leaf_count=283 656 2142 internal_value=0 1.42001e-05 internal_weight=0 227.385 internal_count=3081 2798 is_linear=0 shrinkage=0.000369739 Tree=2909 num_leaves=4 num_cat=0 split_feature=52 447 16 split_gain=7.88735 12.4093 11.8146 threshold=-0.048794999999999991 0.084630000000000011 0.25087000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015102505166019869 -0.00010074482925612268 0.00032251732392934085 -0.00017099276451418971 leaf_weight=70.430208751233295 136.66706778411753 10.971787411719559 22.053133893292397 leaf_count=580 2099 63 366 internal_value=0 -6.90695e-05 7.41243e-05 internal_weight=0 147.639 92.4833 internal_count=3108 2162 946 is_linear=0 shrinkage=0.000384677 Tree=2910 num_leaves=4 num_cat=0 split_feature=484 43 40 split_gain=11.6092 10.4162 4.07067 threshold=-0.0048899999999999994 0.25537500000000007 -0.0099849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014498720647556176 4.3846334338083897e-05 -0.00041849017265617873 -0.00035136889764653085 leaf_weight=2.5821381825953731 211.5833200016059 6.7666588188149026 15.335291509050876 leaf_count=18 2449 169 460 internal_value=0 2.93114e-05 -0.000279381 internal_weight=0 218.35 17.9174 internal_count=3096 2618 478 is_linear=0 shrinkage=0.000369739 Tree=2911 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=12.5149 13.1923 9.48752 threshold=1.0000000180025095e-35 -0.083954999999999988 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2927123979419992e-05 0.00010236830628921553 -0.000253205931336594 -0.00011037215870454111 leaf_weight=23.811484027886763 135.11812987504527 45.375980802811682 38.14924798393622 leaf_count=309 1221 1244 301 internal_value=0 -0.000134123 5.5487e-05 internal_weight=0 69.1875 173.267 internal_count=3075 1553 1522 is_linear=0 shrinkage=0.000377134 Tree=2912 num_leaves=3 num_cat=0 split_feature=11 43 split_gain=8.76358 7.93018 threshold=0.10600000000000001 -0.59779499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01531054657307168 -0.0066482787385966653 0.00016215613683364462 leaf_weight=0.54556730203330417 3.482764519751071 228.08225205820054 leaf_count=2 24 3035 internal_value=0 0.000205781 internal_weight=0 228.628 internal_count=3061 3037 is_linear=0 shrinkage=0.00435565 Tree=2913 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=10.7098 12.7435 8.99326 threshold=0.0047850000000000011 0.11928500000000002 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2562925934022698e-05 -0.00013812361647563191 -0.00040203091457970369 0.00026213132397114757 leaf_weight=177.50747655483428 10.621625655097885 13.437463098671286 31.335381372366101 leaf_count=2623 72 93 297 internal_value=0 -4.94874e-05 0.000160707 internal_weight=0 190.945 41.957 internal_count=3085 2716 369 is_linear=0 shrinkage=0.000377134 Tree=2914 num_leaves=4 num_cat=0 split_feature=1213 484 0 split_gain=10.5832 10.489 2.153 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.12985499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.8515779025883531e-05 -0.0029131408793198299 0.00041846917353531213 -0.0048168564647257479 leaf_weight=1.9472897453233589 18.772682841517963 196.7860984117724 9.8252400681376439 leaf_count=22 459 2131 449 internal_value=0 0.000126963 -0.00401227 internal_weight=0 215.559 11.7725 internal_count=3061 2590 471 is_linear=0 shrinkage=0.00427024 Tree=2915 num_leaves=4 num_cat=0 split_feature=480 156 12 split_gain=9.70706 9.14225 3.91426 threshold=0.08456000000000001 0.11896500000000002 -0.073119999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033597930401589289 0.0020378002736233967 -0.004937835149654555 -0.0047253861191503292 leaf_weight=222.41776641854085 1.3876286521553991 4.7169350141193709 7.917789414059369 leaf_count=2771 12 96 223 internal_value=0 0.000224078 -0.00370462 internal_weight=0 227.135 9.30542 internal_count=3102 2867 235 is_linear=0 shrinkage=0.00379185 Tree=2916 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=8.77351 15.3262 11.8805 threshold=0.10100500000000003 0.085505000000000012 0.095880000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001909847764794765 0.0022173902860627005 -0.0029973094507062463 -0.001000479512712776 leaf_weight=102.8467656634748 56.065814449451864 35.445441490504891 31.239316347520798 leaf_count=1346 521 958 245 internal_value=0 -0.000627965 0.00106617 internal_weight=0 138.292 87.3051 internal_count=3070 2304 766 is_linear=0 shrinkage=0.00418651 Tree=2917 num_leaves=3 num_cat=0 split_feature=151 50 split_gain=9.00212 9.61242 threshold=-0.52342999999999995 0.08568000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0072387723923885757 0.00063748523402492197 -0.0024861153688599878 leaf_weight=3.617803798057138 205.99357650184538 25.504916419624351 leaf_count=47 2491 585 internal_value=0 0.000292313 internal_weight=0 231.498 internal_count=3123 3076 is_linear=0 shrinkage=0.00480899 Tree=2918 num_leaves=4 num_cat=0 split_feature=128 456 2 split_gain=10.1911 8.59242 1.66562 threshold=0.081680000000000016 0.087055000000000007 0.11342000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041523502805641843 -0.0051953938721752161 -0.003307056968008155 -0.00039652965933021592 leaf_weight=212.95668245153502 7.1777962455525977 11.342020654585211 1.5580449658446012 leaf_count=2714 199 172 24 internal_value=0 0.000225455 -0.00435536 internal_weight=0 224.299 8.73584 internal_count=3109 2886 223 is_linear=0 shrinkage=0.00418651 Tree=2919 num_leaves=4 num_cat=0 split_feature=128 1456 2 split_gain=7.92615 8.36327 1.98899 threshold=0.085185000000000025 1.0000000180025095e-35 0.11753000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022235701354455015 -0.005683692052808457 -0.0046836924619260622 0.0005692729403296232 leaf_weight=218.13432954857126 6.4876635163091114 7.573136646533384 1.2780534806661306 leaf_count=2622 208 264 18 internal_value=0 5.55042e-05 -0.00466114 internal_weight=0 225.707 7.76572 internal_count=3112 2886 226 is_linear=0 shrinkage=0.00462225 Tree=2920 num_leaves=4 num_cat=0 split_feature=482 133 12 split_gain=8.27575 8.52517 0.268572 threshold=0.10022500000000002 0.098810000000000023 0.080020000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046922460004289142 -0.0073493986995056939 -0.0029248103602843986 -0.004538308398755026 leaf_weight=207.91951957793208 1.4375938186421979 15.599312519305384 3.5519347754307091 leaf_count=2513 9 481 102 internal_value=0 0.00023101 -0.00549177 internal_weight=0 223.519 4.98953 internal_count=3105 2994 111 is_linear=0 shrinkage=0.00444276 Tree=2921 num_leaves=4 num_cat=0 split_feature=4 130 4 split_gain=10.584 9.14982 1.93938 threshold=-0.49367499999999992 0.085970000000000005 -0.52428499999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001841249553342006 0.00027480894106912581 -0.0039872724705931574 -0.005120263904512941 leaf_weight=5.3224032465368509 207.55779028555844 8.3774398303357867 6.9111976493149978 leaf_count=45 2606 319 95 internal_value=0 0.000107476 -0.00372332 internal_weight=0 215.935 12.2336 internal_count=3065 2925 140 is_linear=0 shrinkage=0.00402395 Tree=2922 num_leaves=4 num_cat=0 split_feature=1 457 15 split_gain=9.22337 9.96238 5.71763 threshold=0.13662500000000002 0.082335000000000005 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2084830914550622e-05 0.00033516674391212604 0.00013188395176207991 -9.9979313702049403e-05 leaf_weight=179.65734933421481 13.554847507737579 37.198145844973624 4.6883310470730057 leaf_count=2652 156 249 25 internal_value=0 -2.87617e-05 0.00022341 internal_weight=0 216.855 18.2432 internal_count=3082 2901 181 is_linear=0 shrinkage=0.000341582 Tree=2923 num_leaves=4 num_cat=0 split_feature=480 1 15 split_gain=9.55545 8.97217 1.27487 threshold=0.086640000000000009 0.13662500000000002 -0.47129499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013802884564231244 -5.1235233394354095e-05 0.0034370790087823113 -0.0050253696222160088 leaf_weight=209.343812289997 1.0458971075713632 15.40870555769652 6.6118853113148353 leaf_count=2742 8 161 191 internal_value=0 0.000365806 -0.00435653 internal_weight=0 224.753 7.65778 internal_count=3102 2903 199 is_linear=0 shrinkage=0.00418651 Tree=2924 num_leaves=4 num_cat=0 split_feature=150 160 456 split_gain=9.70137 12.8948 9.4532 threshold=0.082085000000000019 -0.066494999999999985 0.078475000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035915500893774654 -0.0027352392175169519 0.0024933473780913568 -0.0049413401392212897 leaf_weight=166.91316530003678 10.173256403766571 42.25161544745788 8.1724032063502801 leaf_count=2549 131 275 139 internal_value=0 0.00147505 -0.000576057 internal_weight=0 52.4249 175.086 internal_count=3094 406 2688 is_linear=0 shrinkage=0.00418651 Tree=2925 num_leaves=4 num_cat=0 split_feature=130 39 376 split_gain=8.35663 7.80835 2.4654 threshold=1.0000000180025095e-35 0.0047850000000000011 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019524623348739087 -0.0041319443157581967 0.001888212784728345 0.0016306603563118287 leaf_weight=178.91832858108683 9.6858949696179462 34.67513016751036 1.3097302895039309 leaf_count=2360 395 317 6 internal_value=0 0.000143798 -0.00343602 internal_weight=0 213.593 10.9956 internal_count=3078 2677 401 is_linear=0 shrinkage=0.00402395 Tree=2926 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=9.10058 9.91339 7.0876 threshold=-0.17030499999999998 0.0047850000000000011 -0.14151499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020149302952216256 -0.00060539999844924099 0.0018263633432508233 0.0037996832240780975 leaf_weight=4.7152284663170603 169.83704791089986 37.162634906359017 18.795274285599589 leaf_count=45 2586 326 131 internal_value=0 -0.000168074 0.00262949 internal_weight=0 207 23.5105 internal_count=3088 2912 176 is_linear=0 shrinkage=0.00427024 Tree=2927 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=12.1306 11.0451 7.22124 threshold=0.10100500000000003 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001089680232036101 0.00015839440692068789 -0.00013203270522553273 -6.6641330913751453e-05 leaf_weight=33.679237928707153 67.153072643093765 112.81124090403318 27.374906292185187 leaf_count=207 590 2136 185 internal_value=0 -7.6584e-05 9.32233e-05 internal_weight=0 146.49 94.528 internal_count=3118 2343 775 is_linear=0 shrinkage=0.000369739 Tree=2928 num_leaves=4 num_cat=0 split_feature=1 16 2 split_gain=10.9153 12.0268 9.04869 threshold=1.0000000180025095e-35 0.0020050000000000003 0.14780500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0029536090150496909 0.00027160498565603449 0.00062695991547006148 0.004414319752477679 leaf_weight=39.742837476951536 153.30022027390078 27.931503314524889 9.7234022654592973 leaf_count=1230 1417 372 107 internal_value=0 -0.00147719 0.000521554 internal_weight=0 67.6743 163.024 internal_count=3126 1602 1524 is_linear=0 shrinkage=0.00418651 Tree=2929 num_leaves=4 num_cat=0 split_feature=160 133 15 split_gain=9.7683 9.85265 0.14248 threshold=-0.40187499999999993 -0.39935999999999994 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023226680715801535 -0.0004942421914476701 4.7422723915006588e-05 -0.0004548679260683138 leaf_weight=0.89827671879902471 5.3978197692194945 226.91241459245794 6.4232061386574051 leaf_count=15 173 2658 225 internal_value=0 3.46049e-05 -0.000431467 internal_weight=0 232.31 7.32148 internal_count=3071 2831 240 is_linear=0 shrinkage=0.000400217 Tree=2930 num_leaves=3 num_cat=0 split_feature=160 484 split_gain=8.96135 8.53335 threshold=-0.25833999999999996 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042681434061701319 -0.00021965145367425852 4.3839067933648268e-05 leaf_weight=7.005989469587802 20.680037999292836 210.43432078557089 leaf_count=259 488 2341 internal_value=0 2.01671e-05 internal_weight=0 231.114 internal_count=3088 2829 is_linear=0 shrinkage=0.00039237 Tree=2931 num_leaves=3 num_cat=0 split_feature=52 13 split_gain=9.39255 8.46481 threshold=-0.42985499999999993 -0.100615 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039898285823375206 0.00015387427846575731 -3.0459309276422924e-05 leaf_weight=8.3306358125992102 44.146333398297429 177.56806312943809 leaf_count=271 333 2484 internal_value=0 6.30314e-06 internal_weight=0 221.714 internal_count=3088 2817 is_linear=0 shrinkage=0.000377134 Tree=2932 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=8.18632 10.4965 8.4872 threshold=-0.0048899999999999994 -0.24269999999999997 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035935735981272571 0.00030360495822284364 -6.78812242514789e-06 0.00028008512442016613 leaf_weight=16.147584157995883 17.413355330936611 201.25085142918397 3.6986408066004506 leaf_count=466 225 2377 21 internal_value=0 1.80728e-05 -0.000239285 internal_weight=0 218.664 19.8462 internal_count=3089 2602 487 is_linear=0 shrinkage=0.000384677 Tree=2933 num_leaves=4 num_cat=0 split_feature=14 43 48 split_gain=9.44658 7.7934 1.28774 threshold=0.077685000000000018 -0.59779499999999997 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014779903612606815 -0.0074061106914577743 0.00028583762297886841 -0.0032715113757340779 leaf_weight=0.54019701480865379 2.2660090858116746 223.05273433681577 3.7824012585915616 leaf_count=1 18 2983 81 internal_value=0 0.000328235 -0.00492698 internal_weight=0 223.593 6.04841 internal_count=3083 2984 99 is_linear=0 shrinkage=0.00418651 Tree=2934 num_leaves=3 num_cat=0 split_feature=457 133 split_gain=9.01391 8.02236 threshold=0.53894500000000012 0.13493500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00035171530326181768 -0.006269097792866175 -0.0037607330545573782 leaf_weight=218.4075682835537 3.2770197242498389 7.5290178131544954 leaf_count=2752 14 323 internal_value=0 0.000212879 internal_weight=0 225.937 internal_count=3089 3075 is_linear=0 shrinkage=0.00394505 Tree=2935 num_leaves=4 num_cat=0 split_feature=43 0 16 split_gain=10.5352 13.3702 9.21046 threshold=-0.07440999999999999 -0.071104999999999988 0.15627500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032395457635318436 -0.00031447330081238196 0.0031162800962302611 -0.0034368179479845359 leaf_weight=50.270377448061481 119.94578651560005 37.224253580439836 20.966740747215226 leaf_count=970 1582 307 267 internal_value=0 0.00114179 -0.000781415 internal_weight=0 87.4946 140.913 internal_count=3126 1277 1849 is_linear=0 shrinkage=0.00435565 Tree=2936 num_leaves=3 num_cat=0 split_feature=472 15 split_gain=7.95728 7.99515 threshold=-1.0000000180025095e-35 0.084050000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0051391301773592683 0.00067922640611948245 -0.0017447957716899263 leaf_weight=5.4635722297243765 199.11978651734535 32.391320422291756 leaf_count=150 1913 1069 internal_value=0 0.000339396 internal_weight=0 231.511 internal_count=3132 2982 is_linear=0 shrinkage=0.00453162 Tree=2937 num_leaves=4 num_cat=0 split_feature=1456 133 3 split_gain=9.05487 9.59615 2.73073 threshold=-1.0000000180025095e-35 0.11312000000000001 0.12955000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003995242323336134 4.1798820532430171e-05 -0.00032727215847985265 0.00014375290479617589 leaf_weight=8.6279365922091511 214.72611991607118 9.5624068939359841 1.3539274558424939 leaf_count=287 2416 378 6 internal_value=0 2.59083e-05 -0.000325058 internal_weight=0 224.289 9.98186 internal_count=3087 2794 293 is_linear=0 shrinkage=0.000362489 Tree=2938 num_leaves=4 num_cat=0 split_feature=160 43 15 split_gain=9.28397 7.29257 6.77407 threshold=-0.20907999999999996 -0.07440999999999999 -0.47196999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0038479924523323575 0.001185342802149873 -0.00033419953905506597 -0.0043059074612266926 leaf_weight=1.7508939439430822 76.584590141195804 136.78171932225814 11.366317549487574 leaf_count=35 1052 1693 295 internal_value=0 0.000211553 -0.00319416 internal_weight=0 213.366 13.1172 internal_count=3075 2745 330 is_linear=0 shrinkage=0.00394505 Tree=2939 num_leaves=4 num_cat=0 split_feature=1429 52 157 split_gain=8.30832 10.2524 1.15647 threshold=-1.0000000180025095e-35 -0.048794999999999991 -0.089034999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014596261539444177 0.0015131138348804662 -0.00041772540148414587 -0.0057121603400888685 leaf_weight=1.8026096526300532 87.499814362498 142.58125228213612 4.9970299089327446 leaf_count=43 851 2110 94 internal_value=0 0.000316951 -0.00462671 internal_weight=0 230.081 6.79964 internal_count=3098 2961 137 is_linear=0 shrinkage=0.00444276 Tree=2940 num_leaves=4 num_cat=0 split_feature=13 3 13 split_gain=9.60965 9.92022 7.61097 threshold=-0.24426999999999996 -0.12229499999999999 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014801421693347286 0.00012498962699581111 -7.8698075055867037e-05 0.00035880246077941638 leaf_weight=5.8428120519965914 45.000796025618911 163.99375236523338 16.845842552371323 leaf_count=40 315 2623 124 internal_value=0 -3.47965e-05 0.0002282 internal_weight=0 208.995 22.6887 internal_count=3102 2938 164 is_linear=0 shrinkage=0.000384677 Tree=2941 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=10.9391 13.2187 6.57989 threshold=0.10100500000000003 -0.11550499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015014070647286532 -0.0043256394792331116 -0.0016621683200606252 0.001202478943110158 leaf_weight=29.803492570761591 3.8424564767628899 102.4367302840692 84.09684030758217 leaf_count=192 95 2112 695 internal_value=0 -0.000948514 0.000955738 internal_weight=0 132.24 87.9393 internal_count=3094 2304 790 is_linear=0 shrinkage=0.00418651 Tree=2942 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=9.3457 8.9331 threshold=-0.24552499999999997 -0.07440999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0006684196816894388 0.00010846644907267491 -5.5368285477481297e-05 leaf_weight=3.2505253609269849 83.199697401490994 147.90016013756394 leaf_count=23 1220 1861 internal_value=0 3.63884e-06 internal_weight=0 231.1 internal_count=3104 3081 is_linear=0 shrinkage=0.000400217 Tree=2943 num_leaves=4 num_cat=0 split_feature=403 132 4 split_gain=9.00795 9.11151 4.9964 threshold=-0.088654999999999984 0.080815000000000012 0.40780000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042267154470431221 3.6543754394369827e-06 0.00024727963613556278 0.00034693724053172991 leaf_weight=9.5612527498742548 202.03332871885505 25.482565984595567 1.3473789989948262 leaf_count=401 2424 242 7 internal_value=0 3.10495e-05 -0.000325054 internal_weight=0 227.516 10.9086 internal_count=3074 2666 408 is_linear=0 shrinkage=0.000384677 Tree=2944 num_leaves=4 num_cat=0 split_feature=1456 4 12 split_gain=9.59228 9.26377 1.6952 threshold=1.0000000180025095e-35 0.50500500000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7667238246404918e-06 7.7417177827667882e-05 0.00031846765460313023 -0.00042991054550106547 leaf_weight=216.5687072686851 0.86941943317651738 12.033851306885479 6.764851862913928 leaf_count=2635 9 177 258 internal_value=0 2.23754e-05 -0.00037185 internal_weight=0 228.603 7.63427 internal_count=3079 2812 267 is_linear=0 shrinkage=0.000348413 Tree=2945 num_leaves=3 num_cat=0 split_feature=1375 12 split_gain=10.3564 11.6843 threshold=-0.43271999999999994 0.080020000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00067899161501581865 7.6970187566818892e-05 -8.8513728097623355e-05 leaf_weight=3.0024524675682178 124.82982974778861 109.29135058587417 leaf_count=17 837 2251 internal_value=0 -2.85621e-07 internal_weight=0 234.121 internal_count=3105 3088 is_linear=0 shrinkage=0.000369739 Tree=2946 num_leaves=4 num_cat=0 split_feature=12 3 132 split_gain=11.9028 11.5604 11.3937 threshold=0.080020000000000022 0.10812000000000001 0.082150000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.7536796295824548e-05 -0.00012457199922377092 0.0003297791052575126 0.00039881009060727986 leaf_weight=116.36473576165736 102.03854087530635 8.1691043935716134 13.19014385063201 leaf_count=778 2213 31 91 internal_value=0 -9.05929e-05 7.46311e-05 internal_weight=0 110.208 129.555 internal_count=3113 2244 869 is_linear=0 shrinkage=0.000369739 Tree=2947 num_leaves=4 num_cat=0 split_feature=13 39 13 split_gain=8.43125 9.57527 4.85161 threshold=-0.24426999999999996 0.0047850000000000011 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00081536684668552658 -0.0006686233649273658 0.002219019665632553 0.0048617767316797037 leaf_weight=5.3432285645976689 171.24161617009668 36.118968086317182 14.317208087537436 leaf_count=37 2604 332 121 internal_value=0 -0.000164715 0.00332299 internal_weight=0 207.361 19.6604 internal_count=3094 2936 158 is_linear=0 shrinkage=0.00510334 Tree=2948 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=9.19468 13.6607 threshold=-0.42985499999999993 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041629252119512771 0.00011585015545856164 -8.8365018297901306e-05 leaf_weight=9.0838473485782725 78.110603387001902 141.8276413542917 leaf_count=289 644 2140 internal_value=0 -1.58164e-05 internal_weight=0 219.938 internal_count=3073 2784 is_linear=0 shrinkage=0.00039237 Tree=2949 num_leaves=4 num_cat=0 split_feature=14 3 16 split_gain=7.98593 8.98343 1.18609 threshold=0.073890000000000011 -0.097724999999999992 -0.15595499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022086845181045478 -0.0026337852121010538 -0.00029986679183816793 -0.0072309627696480749 leaf_weight=50.439994912361726 2.7252135034650564 164.64814160013339 3.9752447507344177 leaf_count=377 39 2568 60 internal_value=0 0.000289253 -0.00543522 internal_weight=0 215.088 6.70046 internal_count=3044 2945 99 is_linear=0 shrinkage=0.0052054 Tree=2950 num_leaves=4 num_cat=0 split_feature=1456 4 12 split_gain=10.3296 10.1303 1.62068 threshold=1.0000000180025095e-35 0.50373500000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8806214693913494e-06 8.9495516886728958e-05 0.00038630107951916586 -0.00048356689010206025 leaf_weight=219.7794287285069 0.81089244154281903 11.034901415463535 7.3092406349023786 leaf_count=2713 8 176 265 internal_value=0 2.13898e-05 -0.000425901 internal_weight=0 230.814 8.12013 internal_count=3162 2889 273 is_linear=0 shrinkage=0.00039237 Tree=2951 num_leaves=4 num_cat=0 split_feature=1 4 13 split_gain=8.83406 10.4195 9.89147 threshold=1.0000000180025095e-35 -0.40145499999999995 0.11945000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017235357120942365 -0.00027528092056381813 8.0857563350033332e-05 0.00018985798250930767 leaf_weight=53.349541109870188 11.959781596437095 161.61768613848835 12.670337015297262 leaf_count=1469 155 1371 111 internal_value=0 5.61574e-05 -0.000102635 internal_weight=0 173.577 66.0199 internal_count=3106 1526 1580 is_linear=0 shrinkage=0.000369739 Tree=2952 num_leaves=4 num_cat=0 split_feature=3 403 11 split_gain=9.95213 14.7716 12.0209 threshold=-0.10075499999999998 -1.0000000180025095e-35 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024929411481687948 -0.00036273671291475225 7.169576502661861e-06 -0.00010890665543840211 leaf_weight=42.460007203742862 15.424576062825507 163.03587666864041 17.243186400271952 leaf_count=263 670 1968 162 internal_value=0 -2.50093e-05 0.00014583 internal_weight=0 178.46 59.7032 internal_count=3063 2638 425 is_linear=0 shrinkage=0.000362489 Tree=2953 num_leaves=4 num_cat=0 split_feature=9 150 16 split_gain=9.0617 8.7426 0.0941138 threshold=-1.0000000180025095e-35 0.081245000000000026 -0.056829999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0052849386437083248 -0.00074170183011518047 0.0014275584165539274 0.0038618440716114517 leaf_weight=3.7931988295167685 163.69611886050552 49.627063440624624 4.4265706147998554 leaf_count=58 2582 365 39 internal_value=0 -0.000236565 0.00458076 internal_weight=0 213.323 8.21977 internal_count=3044 2947 97 is_linear=0 shrinkage=0.00453162 Tree=2954 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=8.42729 11.6307 threshold=-0.40548499999999993 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004637340766713014 -2.9489651739856373e-05 0.00031375498604592391 leaf_weight=5.9803422652184954 205.58165468473453 15.612773073837159 leaf_count=111 2794 162 internal_value=0 -5.11561e-06 internal_weight=0 221.194 internal_count=3067 2956 is_linear=0 shrinkage=0.000384677 Tree=2955 num_leaves=4 num_cat=0 split_feature=15 157 1 split_gain=10.8423 11.3473 6.90778 threshold=0.084580000000000016 -0.084489999999999996 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0045248693555325651 -0.0040685367616469592 0.0006965434439803503 0.00092944952109630949 leaf_weight=9.2218974697170761 19.996916038799103 188.32680734491441 8.3151197582483274 leaf_count=218 958 1880 48 internal_value=0 0.000450374 -0.00260277 internal_weight=0 197.549 28.312 internal_count=3104 2098 1006 is_linear=0 shrinkage=0.00462225 Tree=2956 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=10.07 9.91555 6.53244 threshold=-0.0048899999999999994 -0.24269999999999997 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033560374888835082 0.00027539220024146995 2.1988806738006386e-07 0.00023009681141712522 leaf_weight=16.019669810775671 17.933548347093165 198.04637896188069 2.9863025378435841 leaf_count=474 234 2355 18 internal_value=0 2.31992e-05 -0.000245891 internal_weight=0 215.98 19.006 internal_count=3081 2589 492 is_linear=0 shrinkage=0.000355382 Tree=2957 num_leaves=4 num_cat=0 split_feature=1 2 3 split_gain=13.0149 11.9717 9.5281 threshold=0.076845000000000011 1.0000000180025095e-35 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020479371301550676 -9.4347071838899436e-05 0.00012100134093574137 0.00028758210765224984 leaf_weight=57.390586210647598 57.550978166982532 113.11433606268838 6.3718878179788581 leaf_count=1572 738 753 20 internal_value=0 4.83683e-05 -0.000155172 internal_weight=0 170.665 63.7625 internal_count=3083 1491 1592 is_linear=0 shrinkage=0.000384677 Tree=2958 num_leaves=4 num_cat=0 split_feature=12 157 43 split_gain=8.91666 11.9118 9.54589 threshold=0.080020000000000022 -0.07692499999999998 -0.15817999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0039357871489727712 0.0020815921565793083 0.0002594051857791207 -0.0014592688923799775 leaf_weight=19.800511872861534 17.19355220394209 104.41510619339533 87.512223795114551 leaf_count=95 177 740 2043 internal_value=0 0.000848453 -0.000876228 internal_weight=0 124.216 104.706 internal_count=3055 835 2220 is_linear=0 shrinkage=0.00435565 Tree=2959 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=8.61064 13.4531 9.4546 threshold=1.0000000180025095e-35 -0.13941999999999996 0.11015500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0039146062197201563 0.0011836184406502409 -0.0023262586335101956 -0.001995019362438641 leaf_weight=9.626098891720174 139.17783186864108 56.85807516227942 26.750933009199798 leaf_count=32 1244 1555 302 internal_value=0 -0.00141759 0.000670161 internal_weight=0 66.4842 165.929 internal_count=3133 1587 1546 is_linear=0 shrinkage=0.00490517 Tree=2960 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=10.3809 13.6892 13.4003 threshold=0.083325000000000024 -0.17157499999999998 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.7781106342375597e-05 0.00011415069562169342 -0.00020047781001353673 -0.00025613697171532996 leaf_weight=110.97260303515941 27.106857869774103 70.983315003220923 17.521910038543865 leaf_count=762 199 1961 140 internal_value=0 -0.0001135 4.93388e-05 internal_weight=0 98.0902 128.495 internal_count=3062 2160 902 is_linear=0 shrinkage=0.000377134 Tree=2961 num_leaves=4 num_cat=0 split_feature=132 42 12 split_gain=9.57515 11.6191 10.2669 threshold=0.08018500000000002 -1.0000000180025095e-35 0.078120000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0032234423340948867 0.0054362712611941743 0.00010517876856735847 -0.00037830575427278004 leaf_weight=25.549735663109459 13.487441864795985 176.51273342297645 12.381059513892977 leaf_count=700 88 2114 223 internal_value=0 -0.00031726 0.00266369 internal_weight=0 202.062 25.8685 internal_count=3125 2814 311 is_linear=0 shrinkage=0.00462225 Tree=2962 num_leaves=4 num_cat=0 split_feature=1375 457 16 split_gain=10.2511 12.8285 2.44738 threshold=-1.0000000180025095e-35 0.041935000000000007 -0.094434999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048532664527394756 -2.0081999365267918e-05 0.00024096893515485499 -0.00016079015082207909 leaf_weight=6.7259475132450461 186.30469494347926 32.638327983208001 7.2544397627934796 leaf_count=48 2736 218 93 internal_value=0 1.89367e-05 -0.00031954 internal_weight=0 218.943 13.9804 internal_count=3095 2954 141 is_linear=0 shrinkage=0.000384677 Tree=2963 num_leaves=4 num_cat=0 split_feature=0 15 0 split_gain=8.69322 16.5088 12.9314 threshold=-0.10185499999999999 -0.095604999999999982 -0.074654999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013735558300621436 -0.0029450900547827166 0.0027499892335070778 0.00022973880782793397 leaf_weight=40.514337464468554 48.803395883936901 54.891527036204934 83.626052899286151 leaf_count=300 1538 315 943 internal_value=0 0.000999358 -0.000941761 internal_weight=0 95.4059 132.429 internal_count=3096 615 2481 is_linear=0 shrinkage=0.00490517 Tree=2964 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=10.9763 17.7935 14.236 threshold=-0.10726999999999999 0.12879500000000002 -0.075534999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020270849070685086 -0.0022905590075949045 -0.0053772814407252508 0.0006075538105740335 leaf_weight=84.740507807116956 54.158175811811816 6.8223915891721836 87.13789306464605 leaf_count=522 1615 37 973 internal_value=0 0.00146949 -0.000504214 internal_weight=0 91.5629 141.296 internal_count=3147 559 2588 is_linear=0 shrinkage=0.00444276 Tree=2965 num_leaves=4 num_cat=0 split_feature=482 150 13 split_gain=7.82113 8.36874 0.219192 threshold=0.10022500000000002 0.082085000000000019 -0.018539999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030036720662640832 -0.0043526330460747532 0.001869624158428572 -0.0069671469331293329 leaf_weight=171.6571394346538 2.3454605485312641 51.193963249679655 2.4517264813184729 leaf_count=2613 85 383 24 internal_value=0 0.000198818 -0.00581728 internal_weight=0 222.851 4.79719 internal_count=3105 2996 109 is_linear=0 shrinkage=0.00471469 Tree=2966 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=11.8011 12.713 12.0392 threshold=1.0000000180025095e-35 0.086425000000000016 -0.084074999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033800687314473551 9.4864388750721994e-05 -0.00015185454139004777 -1.2063107418079971e-05 leaf_weight=26.021797419525683 131.94216326298192 36.321316360495985 38.064820461906493 leaf_count=795 1236 313 800 internal_value=0 4.15421e-05 -0.000144768 internal_weight=0 168.263 64.0866 internal_count=3144 1549 1595 is_linear=0 shrinkage=0.000369739 Tree=2967 num_leaves=4 num_cat=0 split_feature=43 123 15 split_gain=10.1644 9.68658 2.3179 threshold=0.25537500000000007 1.0000000180025095e-35 -0.24211499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9029836319841349e-06 8.9450267353491294e-05 0.00022268633486114344 -0.00049186835262223004 leaf_weight=204.5860230786493 1.0532578118145464 27.691968550439924 6.6102252409327766 leaf_count=2697 9 261 185 internal_value=0 1.792e-05 -0.000411835 internal_weight=0 232.278 7.66348 internal_count=3152 2958 194 is_linear=0 shrinkage=0.000369739 Tree=2968 num_leaves=4 num_cat=0 split_feature=1456 1 3 split_gain=9.01764 7.70657 2.40304 threshold=-1.0000000180025095e-35 0.10100500000000003 -0.15896999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0042312610362818283 -0.0006129045466726846 0.0012974698790606111 -0.0054684220624007579 leaf_weight=0.58110997918993135 128.34996931732167 83.940680665895343 8.5475015605334175 leaf_count=3 2057 746 290 internal_value=0 0.000142752 -0.00480717 internal_weight=0 212.291 9.12861 internal_count=3096 2803 293 is_linear=0 shrinkage=0.00490517 Tree=2969 num_leaves=4 num_cat=0 split_feature=14 128 51 split_gain=9.28499 8.56968 0.768563 threshold=0.073890000000000011 0.085185000000000025 0.078435000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038877749435752256 -0.0086903621921686092 -0.0060981142069561492 -0.004026241102577279 leaf_weight=215.72860630782088 3.870103621389716 7.1211013164138413 2.2148836990818381 leaf_count=2771 66 214 43 internal_value=0 0.000178532 -0.00709608 internal_weight=0 222.85 6.08499 internal_count=3094 2985 109 is_linear=0 shrinkage=0.00586213 Tree=2970 num_leaves=4 num_cat=0 split_feature=480 1 42 split_gain=8.0393 8.08954 0.418207 threshold=0.086640000000000009 0.099470000000000017 0.092260000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061918327105671975 -0.0065796887358742836 0.0014690622358854418 -0.0028574320711690954 leaf_weight=128.66899642767385 4.8764788885600856 87.945304655469954 1.3358189018908886 leaf_count=2152 136 768 55 internal_value=0 0.000228964 -0.00584406 internal_weight=0 216.614 6.2123 internal_count=3111 2920 191 is_linear=0 shrinkage=0.00530951 Tree=2971 num_leaves=4 num_cat=0 split_feature=133 52 13 split_gain=9.95434 9.20115 0.542598 threshold=-0.25351499999999993 -0.51586999999999994 -0.0053599999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.006380014804000439 -0.0049924410223541509 0.0005122650742827113 -0.0026285797743407016 leaf_weight=4.9027810986153781 6.8485817920882246 223.13336232391885 1.3080019204644475 leaf_count=135 215 2753 56 internal_value=0 0.000345992 -0.0056505 internal_weight=0 229.982 6.21078 internal_count=3159 2968 191 is_linear=0 shrinkage=0.00471469 Tree=2972 num_leaves=4 num_cat=0 split_feature=14 0 15 split_gain=7.69026 9.5046 0.653069 threshold=0.073890000000000011 -0.10726999999999999 -0.14794999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015643940069435492 -0.0022735130244989775 -0.00043993591472674115 -0.0058553013809723642 leaf_weight=85.695701960474253 1.7691730633378027 135.75873378966935 4.5212088250555089 leaf_count=485 21 2477 88 internal_value=0 0.000336074 -0.0049053 internal_weight=0 221.454 6.29038 internal_count=3071 2962 109 is_linear=0 shrinkage=0.00471469 Tree=2973 num_leaves=4 num_cat=0 split_feature=484 43 123 split_gain=9.16946 9.2806 6.01864 threshold=-0.0048899999999999994 0.25537500000000007 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0040521865548393751 0.00053302009092087569 -0.00508429664658117 0.0048214117373446179 leaf_weight=16.986545398074671 202.75634603202343 6.9262763389851889 1.8769631106406439 leaf_count=490 2426 167 13 internal_value=0 0.000344853 -0.003146 internal_weight=0 209.683 18.8635 internal_count=3096 2593 503 is_linear=0 shrinkage=0.00480899 Tree=2974 num_leaves=3 num_cat=0 split_feature=457 52 split_gain=7.58781 8.24822 threshold=0.53894500000000012 -0.048794999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012674324223139104 -0.0081837800414740567 -0.00081590248593790555 leaf_weight=82.175579410628416 3.0295959413051596 137.48718858032953 leaf_count=936 13 2184 internal_value=0 -3.62807e-05 internal_weight=0 219.663 internal_count=3133 3120 is_linear=0 shrinkage=0.0052054 Tree=2975 num_leaves=4 num_cat=0 split_feature=1 0 1186 split_gain=9.54063 19.0279 11.355 threshold=1.0000000180025095e-35 -0.074179999999999982 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033315236334230982 1.5914038073336744e-05 7.2167582865323608e-05 0.00049445542640220487 leaf_weight=33.147295844275504 157.53962223511189 32.575662090443075 7.271489690989255 leaf_count=1240 1503 339 24 internal_value=0 -0.000132474 3.73487e-05 internal_weight=0 65.723 164.811 internal_count=3106 1579 1527 is_linear=0 shrinkage=0.000377134 Tree=2976 num_leaves=4 num_cat=0 split_feature=1456 1 12 split_gain=10.4884 8.05083 1.18988 threshold=-1.0000000180025095e-35 0.12856000000000004 0.099195000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041563754419471089 -3.703409792808592e-06 0.00021465727719344711 -2.8298511145456394e-05 leaf_weight=8.5392364806029928 195.9451479059644 26.05218799598515 1.2590488819405425 leaf_count=272 2518 262 25 internal_value=0 2.20173e-05 -0.000366748 internal_weight=0 221.997 9.79829 internal_count=3077 2780 297 is_linear=0 shrinkage=0.000369739 Tree=2977 num_leaves=4 num_cat=0 split_feature=41 1212 4 split_gain=8.10338 7.86147 0.949257 threshold=0.087145000000000014 -1.0000000180025095e-35 0.27044500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0050490739200277123 -0.0054084845334017194 0.00040007311815774561 -0.0022495706318628574 leaf_weight=5.7022982126218258 5.4259408349171263 208.77936439285986 3.6127733252942562 leaf_count=237 64 2772 30 internal_value=0 0.000252641 -0.00418884 internal_weight=0 214.482 9.03871 internal_count=3103 3009 94 is_linear=0 shrinkage=0.00462225 Tree=2978 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=8.02249 20.0554 8.66279 threshold=1.0000000180025095e-35 -0.07087499999999998 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0041506810533895773 0.0055855536590145973 0.0014546066854036024 0.00047020102808997209 leaf_weight=33.11084814631613 9.0275604352354986 33.188559982459992 152.96755694271997 leaf_count=1275 60 300 1446 internal_value=0 -0.00134703 0.000758927 internal_weight=0 66.2994 161.995 internal_count=3081 1575 1506 is_linear=0 shrinkage=0.00510334 Tree=2979 num_leaves=4 num_cat=0 split_feature=13 124 13 split_gain=8.92078 9.04318 6.23014 threshold=-0.24426999999999996 -0.048219999999999992 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012536691128476982 0.0029348666460077507 -0.00079695049375241227 0.0057943293117834489 leaf_weight=5.8493445515632656 24.294192518107593 176.92241385410307 13.802450490184127 leaf_count=43 239 2730 120 internal_value=0 -0.000345002 0.00370128 internal_weight=0 201.217 19.6518 internal_count=3132 2969 163 is_linear=0 shrinkage=0.00574719 Tree=2980 num_leaves=4 num_cat=0 split_feature=1375 1429 1 split_gain=8.44933 8.56027 3.22301 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10188500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043653109306248181 -0.00042724505298533734 3.0857272880515621e-05 -6.1073259409054855e-05 leaf_weight=8.1155386082828027 5.8547134185209861 209.9096247034613 5.4455346632748833 leaf_count=97 138 2800 35 internal_value=0 1.82116e-05 -0.000287498 internal_weight=0 215.764 13.5611 internal_count=3070 2938 132 is_linear=0 shrinkage=0.000377134 Tree=2981 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=9.60418 12.1258 10.5697 threshold=-0.10462499999999998 0.0095750000000000019 -0.14239499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014360859768331182 -7.062362133485457e-05 0.00017092386416506494 0.00027603948632035465 leaf_weight=10.946795082651077 150.39506511914078 34.912958988454193 31.958505559712648 leaf_count=93 2445 322 222 internal_value=0 -2.50391e-05 0.000168876 internal_weight=0 185.308 42.9053 internal_count=3082 2767 315 is_linear=0 shrinkage=0.000369739 Tree=2982 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=10.3584 15.5745 11.834 threshold=0.28122000000000008 0.12450000000000001 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.1048370635837243e-05 0.00028008209714994745 -0.00053557753350857919 -0.00047336748480164304 leaf_weight=185.56929309165571 32.730618102476001 4.1284349113702765 9.6404872382990998 leaf_count=2623 318 22 136 internal_value=0 0.000187378 -4.36448e-05 internal_weight=0 36.8591 195.21 internal_count=3099 340 2759 is_linear=0 shrinkage=0.000400217 Tree=2983 num_leaves=4 num_cat=0 split_feature=1213 403 475 split_gain=7.57463 9.33328 6.67567 threshold=-1.0000000180025095e-35 -0.083219999999999975 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0072672062577265823 -0.0049511695710191071 0.00067109837479585512 -0.0053401301347901498 leaf_weight=1.2903450727462757 8.9178865688154456 211.76444279891439 10.805318414524661 leaf_count=2 350 2283 481 internal_value=0 0.000441504 -0.00394088 internal_weight=0 220.682 12.0957 internal_count=3116 2633 483 is_linear=0 shrinkage=0.0054157 Tree=2984 num_leaves=4 num_cat=0 split_feature=52 1 0 split_gain=9.75263 8.73275 3.74802 threshold=-0.32783999999999996 0.10100500000000003 -0.016814999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045081739195293729 -5.1054049185760427e-05 0.00010272491099861002 -3.4742222859957343e-05 leaf_weight=9.3650388484820706 135.45773300837027 85.629727469757199 4.5908048227429381 leaf_count=249 2120 690 78 internal_value=0 8.52817e-06 -0.000315314 internal_weight=0 221.087 13.9558 internal_count=3137 2810 327 is_linear=0 shrinkage=0.000377134 Tree=2985 num_leaves=3 num_cat=0 split_feature=1348 4 split_gain=10.6261 10.1476 threshold=0.084620000000000015 0.27150500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.8327801144019207e-05 0.00035991291071523287 0.00016702943068386302 leaf_weight=186.46582897263579 10.799902878701685 35.51088455086574 leaf_count=2718 70 339 internal_value=0 -1.3809e-05 internal_weight=0 221.977 internal_count=3127 3057 is_linear=0 shrinkage=0.000369739 Tree=2986 num_leaves=3 num_cat=0 split_feature=51 376 split_gain=8.66094 8.46733 threshold=-0.40548499999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0058228430365555219 -7.6670868223830351e-05 0.0034470014381428374 leaf_weight=5.7560731162084258 196.61643927590922 17.789890754502267 leaf_count=114 2818 156 internal_value=0 0.000217345 internal_weight=0 214.406 internal_count=3088 2974 is_linear=0 shrinkage=0.00490517 Tree=2987 num_leaves=4 num_cat=0 split_feature=52 1 48 split_gain=10.583 10.4867 3.71724 threshold=-0.27269499999999997 0.10100500000000003 0.098985000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004185414286024699 -5.6283095575306434e-05 0.00010651828696083823 0.00010846990265233457 leaf_weight=10.529689567629246 131.0077236808138 86.034657317679375 2.058400420472025 leaf_count=294 2074 675 34 internal_value=0 8.27231e-06 -0.000332168 internal_weight=0 217.042 12.5881 internal_count=3077 2749 328 is_linear=0 shrinkage=0.000362489 Tree=2988 num_leaves=4 num_cat=0 split_feature=52 52 47 split_gain=10.013 9.67574 5.38286 threshold=-0.24600999999999998 -0.048794999999999991 0.13135500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038722313498326671 0.0001309908339973125 -4.3533981388743008e-05 0.00020958639423663425 leaf_weight=14.482821580022575 75.098486716393381 139.72999426582828 2.6939463876187792 leaf_count=338 594 2172 21 internal_value=0 1.75118e-05 -0.00029287 internal_weight=0 214.828 17.1768 internal_count=3125 2766 359 is_linear=0 shrinkage=0.00039237 Tree=2989 num_leaves=3 num_cat=0 split_feature=51 38 split_gain=8.47095 8.21749 threshold=-0.40548499999999993 0.10386000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045850997957267711 3.8293997572377291e-05 -0.00048437063206176943 leaf_weight=5.5399653110653153 227.35619270731695 4.6157115679234257 leaf_count=108 2919 33 internal_value=0 2.76655e-05 internal_weight=0 231.972 internal_count=3060 2952 is_linear=0 shrinkage=0.00039237 Tree=2990 num_leaves=4 num_cat=0 split_feature=133 484 1 split_gain=7.85781 8.22618 0.895328 threshold=0.13493500000000003 -0.0048899999999999994 0.11769500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023870315807479779 -0.0046998623794212227 0.00058976656217662028 -0.00011178478271297141 leaf_weight=18.348834825330414 6.3430275882128617 203.97777479467914 0.88778049126267422 leaf_count=472 315 2290 15 internal_value=0 0.000343011 -0.00414684 internal_weight=0 222.327 7.23081 internal_count=3092 2762 330 is_linear=0 shrinkage=0.00427024 Tree=2991 num_leaves=3 num_cat=0 split_feature=52 1213 split_gain=10.0006 9.48234 threshold=-0.42985499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038411083488274292 -0.00029924115091721623 3.8799392097706624e-05 leaf_weight=8.1845931034767982 11.389250899839679 209.87739546806552 leaf_count=276 462 2324 internal_value=0 2.12569e-05 internal_weight=0 221.267 internal_count=3062 2786 is_linear=0 shrinkage=0.000362489 Tree=2992 num_leaves=4 num_cat=0 split_feature=4 43 13 split_gain=9.98384 10.5232 0.0651069 threshold=0.51074000000000008 0.25035000000000007 -0.094744999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4576072290546698e-05 0.00028003986635699146 -0.00050328684471335312 0.00039925870507161079 leaf_weight=220.66602283180691 2.2111157393082976 6.3381571271456769 6.8045367477461678 leaf_count=2793 51 170 96 internal_value=0 -2.84627e-05 0.000373814 internal_weight=0 227.004 9.01565 internal_count=3110 2963 147 is_linear=0 shrinkage=0.000377134 Tree=2993 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=8.56387 8.70064 threshold=-0.52342999999999995 0.50673000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.007997280186850815 -0.0002846235507987648 0.0046215381592691271 leaf_weight=3.9198420858010641 204.94856764364522 11.067773805465547 leaf_count=52 2858 171 internal_value=0 -3.09883e-05 internal_weight=0 216.016 internal_count=3081 3029 is_linear=0 shrinkage=0.0054157 Tree=2994 num_leaves=4 num_cat=0 split_feature=42 1429 12 split_gain=8.83003 10.5032 8.41325 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.023990000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.6335001150041978e-05 -0.00047214737416628033 2.7898154502281394e-05 -0.00038463810818375441 leaf_weight=19.07532086991705 6.3130830212030551 190.75761376891751 17.595307367155328 leaf_count=125 135 2087 713 internal_value=0 1.16204e-05 -0.000193687 internal_weight=0 197.071 36.6706 internal_count=3060 2222 838 is_linear=0 shrinkage=0.000384677 Tree=2995 num_leaves=4 num_cat=0 split_feature=132 4 13 split_gain=8.29151 8.52012 8.00849 threshold=0.08018500000000002 0.24099500000000004 -0.077909999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9337691515210779e-05 -0.00011519743419537903 0.00010619048937398078 0.00032468105225154478 leaf_weight=163.04765523679089 8.084189810324462 49.098539304919541 18.380150003591552 leaf_count=2407 112 384 190 internal_value=0 -2.86793e-05 0.00019039 internal_weight=0 212.146 26.4643 internal_count=3093 2791 302 is_linear=0 shrinkage=0.000369739 Tree=2996 num_leaves=4 num_cat=0 split_feature=1213 158 51 split_gain=9.5263 9.32051 1.55614 threshold=-1.0000000180025095e-35 0.10858500000000001 -0.096089999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048419575805808243 0.00035444324644889511 -0.0055088142645268586 -0.0051339698108541758 leaf_weight=1.2755962125957001 210.49328271264676 6.3505663401447228 9.3458984263706935 leaf_count=16 2541 130 456 internal_value=0 0.000179975 -0.00446124 internal_weight=0 216.844 10.6215 internal_count=3143 2671 472 is_linear=0 shrinkage=0.00480899 Tree=2997 num_leaves=4 num_cat=0 split_feature=1 42 156 split_gain=9.90355 10.0912 8.13167 threshold=0.090515000000000012 0.085505000000000012 0.11877 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038353491900363566 0.0014310055967020124 -0.004910921105783444 -0.0075189991290890452 leaf_weight=75.907685971586034 115.91629877127707 26.727252760436386 4.1265316270291796 leaf_count=1190 1021 802 75 internal_value=0 -0.00156658 0.00111662 internal_weight=0 102.635 120.043 internal_count=3088 1992 1096 is_linear=0 shrinkage=0.00634536 Tree=2998 num_leaves=4 num_cat=0 split_feature=1 13 3 split_gain=10.3048 10.9103 9.46166 threshold=0.10100500000000003 0.077550000000000022 0.095880000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017259735005976924 0.0023798035319669867 0.0021492178924795444 -0.00096874142623974355 leaf_weight=110.60969939659117 55.450154609046876 21.662149103009142 33.999479395803064 leaf_count=2082 531 211 255 internal_value=0 -0.00109005 0.00110741 internal_weight=0 132.272 89.4496 internal_count=3079 2293 786 is_linear=0 shrinkage=0.00500327 Tree=2999 num_leaves=4 num_cat=0 split_feature=1 454 2 split_gain=8.70648 11.4385 7.93839 threshold=0.10423500000000001 1.0000000180025095e-35 0.14445500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9936774660445356e-05 3.1120185411289017e-05 0.00035895916213267968 0.00037636833093906725 leaf_weight=138.46862162003526 71.492314782459289 7.7374304160475722 10.325888111256061 leaf_count=2350 561 29 123 internal_value=0 -7.53953e-05 7.51471e-05 internal_weight=0 146.206 81.8182 internal_count=3063 2379 684 is_linear=0 shrinkage=0.000369739 Tree=3000 num_leaves=4 num_cat=0 split_feature=16 43 133 split_gain=9.49482 9.40987 7.01528 threshold=0.26746000000000009 0.25537500000000007 -0.23060499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3636652447071096e-05 0.00025651810500388846 -0.00044889733131499087 -0.00031912516706266873 leaf_weight=196.67874599690549 3.1295633092522648 5.8423562210518858 20.527305166702718 leaf_count=2567 29 163 336 internal_value=0 5.27375e-08 -0.000242124 internal_weight=0 202.521 23.6569 internal_count=3095 2730 365 is_linear=0 shrinkage=0.000362489 Tree=3001 num_leaves=4 num_cat=0 split_feature=15 43 11 split_gain=12.7691 12.1332 9.43017 threshold=0.079530000000000017 -0.19537999999999997 0.088160000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8362319327762715e-05 0.00019594716104666353 -0.000369551213997949 -0.00030513221680560109 leaf_weight=184.95478395710234 7.142565414775162 25.133645907859318 12.522650068625806 leaf_count=1863 90 1040 103 internal_value=0 -0.000244164 1.64197e-05 internal_weight=0 32.2762 197.477 internal_count=3096 1130 1966 is_linear=0 shrinkage=0.000384677 Tree=3002 num_leaves=4 num_cat=0 split_feature=160 42 15 split_gain=9.2672 8.8419 0.12909 threshold=-0.40187499999999993 -1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022272459882500607 -0.00015814133761033657 4.86959744378547e-05 -0.000425064163894452 leaf_weight=0.91148706711828698 34.630927624297328 190.90063817612827 6.6598588461056343 leaf_count=16 805 2024 232 internal_value=0 1.68729e-05 -0.000404306 internal_weight=0 225.532 7.57135 internal_count=3077 2829 248 is_linear=0 shrinkage=0.000377134 Tree=3003 num_leaves=4 num_cat=0 split_feature=3 453 0 split_gain=9.13039 8.16538 4.35454 threshold=0.17769000000000004 0.087445000000000009 -0.11980999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022062241916886912 0.0011550017372838389 -0.0066910833223155115 0.0071097338660743954 leaf_weight=206.04392360924976 7.3644313840195563 5.6926786769181481 9.0595640097744745 leaf_count=2946 73 47 79 internal_value=0 3.13584e-05 0.00446556 internal_weight=0 211.737 16.424 internal_count=3145 2993 152 is_linear=0 shrinkage=0.00574719 Tree=3004 num_leaves=4 num_cat=0 split_feature=4 0 376 split_gain=8.34935 10.3896 6.00724 threshold=-0.49977499999999991 -0.00054499999999999991 0.083295000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0070141889886687634 -0.00028323465940225572 0.0034683889362489028 0.0016002216789269027 leaf_weight=8.8496630024164897 190.1681068992475 26.615298451855779 3.5526882223784915 leaf_count=111 2769 194 19 internal_value=0 0.000178919 -0.00455433 internal_weight=0 216.783 12.4024 internal_count=3093 2963 130 is_linear=0 shrinkage=0.0056345 Tree=3005 num_leaves=3 num_cat=0 split_feature=52 484 split_gain=10.8389 9.63797 threshold=-0.41845999999999994 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004012208093809095 -0.00025600126149843782 2.6795772335074211e-05 leaf_weight=9.7196860235417244 18.580516288348008 206.35341332084499 leaf_count=310 445 2365 internal_value=0 3.31977e-06 internal_weight=0 224.934 internal_count=3120 2810 is_linear=0 shrinkage=0.000377134 Tree=3006 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=8.94294 16.2294 11.9141 threshold=0.086425000000000016 -0.016814999999999997 -0.23211999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041741706666330823 -0.00025956559957181734 0.00035931759095870651 3.4524808487870185e-06 leaf_weight=9.9040354453027231 36.263958435039967 6.7885411325842133 186.13349458144512 leaf_count=52 378 28 2700 internal_value=0 -0.000161301 2.45928e-05 internal_weight=0 43.0525 196.038 internal_count=3158 406 2752 is_linear=0 shrinkage=0.000369739 Tree=3007 num_leaves=4 num_cat=0 split_feature=13 484 13 split_gain=11.8265 10.4219 2.06778 threshold=-0.24426999999999996 -0.0048899999999999994 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00078939104862986117 -0.0039910710197904277 3.582249578593286e-05 0.0043015091205703404 leaf_weight=5.1574304308742311 16.055302320222836 184.25651995954104 16.238913387991488 leaf_count=36 471 2423 130 internal_value=0 -0.000288989 0.00346346 internal_weight=0 200.312 21.3963 internal_count=3060 2894 166 is_linear=0 shrinkage=0.00480899 Tree=3008 num_leaves=4 num_cat=0 split_feature=15 150 50 split_gain=9.02709 11.1132 7.02231 threshold=-0.24269999999999997 0.082085000000000019 0.11377500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029785318882749427 -0.00010830323830227705 9.1828545574017254e-05 -0.00027076406554075652 leaf_weight=17.68828300153837 154.5290709878318 52.890150542836636 3.6459334027022114 leaf_count=221 2481 382 24 internal_value=0 -5.72493e-05 0.000199772 internal_weight=0 207.419 21.3342 internal_count=3108 2863 245 is_linear=0 shrinkage=0.000377134 Tree=3009 num_leaves=4 num_cat=0 split_feature=123 0 133 split_gain=9.89903 10.2984 10.0077 threshold=1.0000000180025095e-35 -0.10726999999999999 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0803386198188712e-05 -0.00038338763712516118 -0.0001240752391858703 0.00027209719893688905 leaf_weight=78.243306767661124 3.7361304741352823 123.16774626338156 24.161885863170028 leaf_count=483 32 2323 233 internal_value=0 -5.61487e-05 0.000183132 internal_weight=0 201.411 27.898 internal_count=3071 2806 265 is_linear=0 shrinkage=0.000377134 Tree=3010 num_leaves=4 num_cat=0 split_feature=15 4 52 split_gain=9.24225 9.30323 8.34619 threshold=0.084580000000000016 0.17888000000000001 -0.51586999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0053876693581421473 -0.0039996969799428704 0.0045716616092099484 0.0006023637533253464 leaf_weight=6.1436788717983282 22.920234072837051 3.7530976254492989 192.29030229139607 leaf_count=206 985 17 1893 internal_value=0 -0.00277959 0.000413974 internal_weight=0 26.6733 198.434 internal_count=3101 1002 2099 is_linear=0 shrinkage=0.00510334 Tree=3011 num_leaves=3 num_cat=0 split_feature=457 0 split_gain=8.56621 8.75792 threshold=0.53894500000000012 -0.13625999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011594500445887681 -0.00054282351323176005 -3.0229284746225061e-05 leaf_weight=71.836743852123618 3.2801746428012839 161.21288268262288 leaf_count=412 14 2662 internal_value=0 1.48625e-05 internal_weight=0 233.05 internal_count=3088 3074 is_linear=0 shrinkage=0.000348413 Tree=3012 num_leaves=4 num_cat=0 split_feature=160 482 15 split_gain=9.52371 7.83873 0.112717 threshold=-0.25833999999999996 0.10611500000000001 -0.10780999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022761920931851877 2.4494069518124455e-05 -0.00044764458876964027 -0.00041035833904852731 leaf_weight=0.987588227726519 226.20889597968198 4.6050362859386942 6.7693661835510275 leaf_count=17 2788 99 248 internal_value=0 1.48618e-05 -0.000390663 internal_weight=0 230.814 7.75695 internal_count=3152 2887 265 is_linear=0 shrinkage=0.000362489 Tree=3013 num_leaves=3 num_cat=0 split_feature=44 0 split_gain=7.17783 10.8025 threshold=1.0000000180025095e-35 -0.13112499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025417724708003716 -0.0056087391286662874 -0.00040346981344899566 leaf_weight=68.069485406391323 7.1909459028393021 144.41447292850353 leaf_count=397 54 2611 internal_value=0 0.000540884 internal_weight=0 212.484 internal_count=3062 3008 is_linear=0 shrinkage=0.00609896 Tree=3014 num_leaves=4 num_cat=0 split_feature=1 42 48 split_gain=8.10502 14.6177 8.86579 threshold=0.10100500000000003 0.092010000000000022 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3199178632168274e-05 0.00013045582119482931 -0.00040578667894130101 -0.00021016721673860621 leaf_weight=121.37252577953041 77.381132759619504 17.495677294791676 13.766069028526543 leaf_count=1866 702 447 77 internal_value=0 -7.16886e-05 7.88164e-05 internal_weight=0 138.868 91.1472 internal_count=3092 2313 779 is_linear=0 shrinkage=0.00039237 Tree=3015 num_leaves=4 num_cat=0 split_feature=12 13 3 split_gain=9.04974 11.9177 10.1967 threshold=0.023990000000000004 -0.100615 -0.015009999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025221132805839904 0.00012883773869101125 -0.00016777244509217542 -5.8522419870686965e-06 leaf_weight=31.475368613842875 27.647467704489827 83.919558793772012 92.875627409433946 leaf_count=204 187 2084 639 internal_value=0 -9.42139e-05 5.96362e-05 internal_weight=0 111.567 124.351 internal_count=3114 2271 843 is_linear=0 shrinkage=0.00039237 Tree=3016 num_leaves=4 num_cat=0 split_feature=160 123 133 split_gain=7.5288 7.24747 0.111404 threshold=-0.25833999999999996 1.0000000180025095e-35 0.089180000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0057423834533582288 -0.00054943059933400783 0.0022382552617028002 -0.0034119159658686144 leaf_weight=5.8764414852485052 188.27202277944889 26.536920941900462 1.2421016430016605 leaf_count=188 2573 259 79 internal_value=0 -0.000204061 -0.00539488 internal_weight=0 214.809 7.11854 internal_count=3099 2832 267 is_linear=0 shrinkage=0.00500327 Tree=3017 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=7.80893 9.89084 threshold=1.0000000180025095e-35 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.7445218366995495e-05 -0.00040201814764539734 0.00039193232627141798 leaf_weight=222.54355174291413 7.443939432501792 8.1847811499610525 leaf_count=2940 57 122 internal_value=0 -1.23855e-05 internal_weight=0 230.728 internal_count=3119 3062 is_linear=0 shrinkage=0.000377134 Tree=3018 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=7.94288 9.51007 threshold=0.084955000000000017 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0001161327867010248 -0.0054360456886978804 0.004861179172276929 leaf_weight=206.31750924244989 5.6105074230581513 8.4290437856689078 leaf_count=2912 41 114 internal_value=0 8.16638e-05 internal_weight=0 214.747 internal_count=3067 3026 is_linear=0 shrinkage=0.00462225 Tree=3019 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=8.78576 10.4581 9.45839 threshold=0.10100500000000003 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022405635166676545 0.0029894167552604882 -0.0020952460337072118 -0.0016922846487924526 leaf_weight=31.206546243745834 60.917433889117092 107.38320193026448 27.098023638129234 leaf_count=196 595 2124 201 internal_value=0 -0.00111792 0.00154771 internal_weight=0 138.59 88.0155 internal_count=3116 2320 796 is_linear=0 shrinkage=0.00660171 Tree=3020 num_leaves=3 num_cat=0 split_feature=51 1375 split_gain=8.6144 8.10928 threshold=-0.40548499999999993 -0.43271999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044058738584554669 -0.00056706574838254285 2.2862245164051409e-05 leaf_weight=5.7193146469071499 3.1193434167653313 224.81815805891529 leaf_count=113 18 2969 internal_value=0 1.45146e-05 internal_weight=0 227.938 internal_count=3100 2987 is_linear=0 shrinkage=0.000369739 Tree=3021 num_leaves=4 num_cat=0 split_feature=1 0 1186 split_gain=9.43826 11.6205 9.96468 threshold=1.0000000180025095e-35 -0.084074999999999997 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0045052895000084652 0.00032085784491675111 9.5083329874316648e-05 0.00629208978638378 leaf_weight=26.013232083059847 153.77334297308698 37.974861312308349 8.193049253895877 leaf_count=802 1464 791 35 internal_value=0 -0.00177972 0.00062705 internal_weight=0 63.9881 161.966 internal_count=3092 1593 1499 is_linear=0 shrinkage=0.00530951 Tree=3022 num_leaves=4 num_cat=0 split_feature=1 457 4 split_gain=8.05542 10.8519 5.1522 threshold=0.12263000000000002 0.082870000000000013 0.24099500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013545543328562393 0.00074117830844975694 0.0024388025886030139 0.0058940397165995681 leaf_weight=153.06707638374064 18.92109101172537 34.234555254690349 11.595708583015947 leaf_count=2550 124 232 180 internal_value=0 -0.000660171 0.00271354 internal_weight=0 187.302 30.5168 internal_count=3086 2782 304 is_linear=0 shrinkage=0.00609896 Tree=3023 num_leaves=4 num_cat=0 split_feature=2 474 1 split_gain=8.82201 9.05552 3.85081 threshold=0.14808000000000002 0.084655000000000022 0.08869500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5729208791140432e-05 -6.5004764526665001e-05 0.00017345809576127717 0.00039513104641095956 leaf_weight=190.6929538360564 3.5172790428623548 29.33782125543803 10.965039268136023 leaf_count=2635 26 318 112 internal_value=0 -2.50978e-05 0.000283738 internal_weight=0 220.031 14.4823 internal_count=3091 2953 138 is_linear=0 shrinkage=0.000384677 Tree=3024 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=7.09561 9.8214 threshold=-0.40652499999999997 0.12700000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.011329872523492974 -0.00036241155909582431 0.0031526366289086546 leaf_weight=1.3905403576791275 197.65322314226069 24.059233878739178 leaf_count=7 2800 258 internal_value=0 2.04244e-05 internal_weight=0 221.712 internal_count=3065 3058 is_linear=0 shrinkage=0.0052054 Tree=3025 num_leaves=3 num_cat=0 split_feature=52 151 split_gain=10.101 8.93029 threshold=-0.42985499999999993 -0.52342999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0055112421020141744 -0.0077810173957518006 0.00053024292638890319 leaf_weight=8.0307110226713103 3.4496880844235411 213.54704909940483 leaf_count=286 37 2773 internal_value=0 0.000394171 internal_weight=0 216.997 internal_count=3096 2810 is_linear=0 shrinkage=0.0052054 Tree=3026 num_leaves=4 num_cat=0 split_feature=12 13 15 split_gain=10.2682 12.8166 12.4696 threshold=0.085945000000000008 -0.11210999999999999 0.084580000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.1776875612775575e-05 0.00014970597135428146 -0.00017361235432283273 -0.00035491953436696082 leaf_weight=141.70632391574327 20.156719018239528 65.675281776930206 8.6588753509568033 leaf_count=1121 113 1647 207 internal_value=0 -9.75884e-05 5.63841e-05 internal_weight=0 85.832 150.365 internal_count=3088 1760 1328 is_linear=0 shrinkage=0.000355382 Tree=3027 num_leaves=4 num_cat=0 split_feature=39 3 1 split_gain=10.1414 10.471 7.91547 threshold=0.0047850000000000011 0.30991000000000007 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.721970493074783e-05 -0.00012135155876846144 0.00035100668401901732 0.00024838829317576491 leaf_weight=178.62892164412187 10.56092485366389 8.4662023279815894 30.817194202449173 leaf_count=2632 66 110 281 internal_value=0 -4.8096e-05 0.000153947 internal_weight=0 187.095 41.3781 internal_count=3089 2742 347 is_linear=0 shrinkage=0.000369739 Tree=3028 num_leaves=4 num_cat=0 split_feature=41 3 11 split_gain=7.53867 7.83202 3.19091 threshold=0.082980000000000012 -0.097724999999999992 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021163171108999927 -0.0025275163447219607 -0.00058529301929929846 -0.0091930457880697539 leaf_weight=50.615752693265676 7.3710072622634453 157.3181624271092 3.9387874221429229 leaf_count=407 86 2554 30 internal_value=0 7.31242e-05 -0.00491624 internal_weight=0 207.934 11.3098 internal_count=3077 2961 116 is_linear=0 shrinkage=0.00597937 Tree=3029 num_leaves=4 num_cat=0 split_feature=4 0 12 split_gain=9.88556 12.164 4.67687 threshold=-0.49367499999999992 -0.020409999999999994 -0.065214999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010766453510888777 -2.7695955572540314e-05 0.00021942500924988686 -0.00047388388515688001 leaf_weight=2.5752278156578532 177.22994188213488 35.238480989821255 9.2081994246691448 leaf_count=16 2671 234 128 internal_value=0 1.33837e-05 -0.000346971 internal_weight=0 212.468 11.7834 internal_count=3049 2905 144 is_linear=0 shrinkage=0.000384677 Tree=3030 num_leaves=4 num_cat=0 split_feature=31 47 1 split_gain=9.27901 9.60458 0.0894418 threshold=-1.0000000180025095e-35 0.077065000000000008 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048886235467934303 6.7392841314507826e-06 -0.00019260855146967264 0.0003525157281920889 leaf_weight=2.693138636648654 173.07489173120121 44.964917614124715 4.3164636488072574 leaf_count=13 2517 439 73 internal_value=0 -3.44487e-05 0.000411764 internal_weight=0 218.04 7.0096 internal_count=3042 2956 86 is_linear=0 shrinkage=0.000384677 Tree=3031 num_leaves=4 num_cat=0 split_feature=39 3 1 split_gain=9.05918 12.9773 8.33054 threshold=0.0047850000000000011 -0.097724999999999992 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011859499709446037 -0.0022271216012361207 -0.0020621273773125098 0.0032234262738492416 leaf_weight=51.075627573998645 11.264380236156283 122.26022927917074 29.717897919472307 leaf_count=449 76 2275 292 internal_value=0 -0.00110489 0.0017233 internal_weight=0 173.336 40.9823 internal_count=3092 2724 368 is_linear=0 shrinkage=0.0054157 Tree=3032 num_leaves=4 num_cat=0 split_feature=130 51 40 split_gain=8.66622 8.23832 4.14355 threshold=1.0000000180025095e-35 -0.40548499999999993 -0.08347499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.006784260211692132 0.0031124418673655952 0.00056533915710745724 -0.0064825475645736153 leaf_weight=5.0501609265338621 1.7115447707474221 209.21842936635949 8.8658007831545529 leaf_count=94 11 2658 387 internal_value=0 0.000388661 -0.00491362 internal_weight=0 214.269 10.5773 internal_count=3150 2752 398 is_linear=0 shrinkage=0.00574719 Tree=3033 num_leaves=4 num_cat=0 split_feature=160 472 15 split_gain=8.4136 7.88172 0.149254 threshold=-0.40187499999999993 -1.0000000180025095e-35 -0.10749999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020916038701810011 -0.00043431148481237563 3.5363285388990252e-05 -0.00043395771399499849 leaf_weight=0.81713971681892861 5.3059303699992588 219.40782477951143 5.8669563393341368 leaf_count=18 140 2693 225 internal_value=0 2.40626e-05 -0.000410375 internal_weight=0 224.714 6.6841 internal_count=3076 2833 243 is_linear=0 shrinkage=0.000384677 Tree=3034 num_leaves=4 num_cat=0 split_feature=4 482 1 split_gain=8.65421 8.45265 1.0992 threshold=0.50673000000000001 0.091725000000000015 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8794572001267718e-06 0.0001389256166765465 -0.00046862814029899661 0.00039387527247170044 leaf_weight=214.65348313580034 3.7224905006587488 5.7570166056975713 7.7032586564309895 leaf_count=2797 22 116 142 internal_value=0 -2.20936e-05 0.000312967 internal_weight=0 220.41 11.4257 internal_count=3077 2913 164 is_linear=0 shrinkage=0.000377134 Tree=3035 num_leaves=4 num_cat=0 split_feature=484 4 123 split_gain=9.18539 9.18614 7.24562 threshold=-1.0000000180025095e-35 -0.49977499999999991 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035307844328502251 -0.00034195878732398596 3.5057336993006573e-05 0.0004037109041807311 leaf_weight=17.790931881405417 10.817653430625795 195.6680876625469 2.1908420808613291 leaf_count=474 113 2486 16 internal_value=0 1.51311e-05 -0.000268315 internal_weight=0 206.486 19.9818 internal_count=3089 2599 490 is_linear=0 shrinkage=0.000400217 Tree=3036 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=7.80986 7.80648 threshold=0.10600000000000001 -0.097724999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002072536799067326 -0.0093135151349399911 -0.00070290711328300853 leaf_weight=54.638478823006153 3.5721735395491114 160.07457227387931 leaf_count=443 27 2568 internal_value=0 4.078e-06 internal_weight=0 214.713 internal_count=3038 3011 is_linear=0 shrinkage=0.00634536 Tree=3037 num_leaves=3 num_cat=0 split_feature=1365 42 split_gain=8.59328 7.86608 threshold=1.0000000180025095e-35 -0.094359999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0042801876009753853 -0.0080742632702628936 0.00014988128431547035 leaf_weight=14.028638358577153 4.4819157654419532 207.49654880771413 leaf_count=274 53 2785 internal_value=0 -0.000132685 internal_weight=0 221.525 internal_count=3112 3059 is_linear=0 shrinkage=0.00574719 Tree=3038 num_leaves=4 num_cat=0 split_feature=484 1373 1348 split_gain=9.84716 8.56033 6.02612 threshold=-0.0048899999999999994 0.099250000000000019 0.081815000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034341467416854136 4.8774908106592172e-05 -0.00056782310332219028 0.00048666850826974644 leaf_weight=16.079405386117291 212.98888530221302 3.5570008838549247 1.4359438149258483 leaf_count=451 2574 26 8 internal_value=0 3.83584e-05 -0.000272704 internal_weight=0 216.546 17.5153 internal_count=3059 2600 459 is_linear=0 shrinkage=0.000400217 Tree=3039 num_leaves=4 num_cat=0 split_feature=15 49 52 split_gain=8.67125 8.66162 7.85695 threshold=0.084050000000000014 -0.14755499999999996 -0.51586999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0057080164747818742 0.001100262666108945 -0.0050977471569389745 0.0004880090999084079 leaf_weight=6.0986975255655116 10.177102124784144 18.591849219053984 179.24217697454151 leaf_count=206 61 969 1817 internal_value=0 -0.00290942 0.000280804 internal_weight=0 28.769 185.341 internal_count=3053 1030 2023 is_linear=0 shrinkage=0.0054157 Tree=3040 num_leaves=4 num_cat=0 split_feature=15 50 15 split_gain=9.62572 10.5392 9.72889 threshold=-0.24269999999999997 0.11843500000000001 -0.19153499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034374804655037781 -0.00046259524299791145 -0.00036319411113979843 -1.3825891859468163e-05 leaf_weight=17.969290948472921 6.7160519626922897 3.3347260355949393 201.60388817999046 leaf_count=226 84 19 2733 internal_value=0 0.00023177 -2.85346e-05 internal_weight=0 21.304 208.32 internal_count=3062 245 2817 is_linear=0 shrinkage=0.000369739 Tree=3041 num_leaves=4 num_cat=0 split_feature=13 4 0 split_gain=11.3355 8.58765 4.81047 threshold=-0.24426999999999996 0.24099500000000004 -0.11756999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.6741301512688308e-06 -7.8545610834338163e-05 0.00010221045346380905 0.00038860104171191916 leaf_weight=6.9845232572406557 155.35416718898341 49.113962795119733 13.526990098878739 leaf_count=71 2544 373 81 internal_value=0 -3.50952e-05 0.000258258 internal_weight=0 204.468 20.5115 internal_count=3069 2917 152 is_linear=0 shrinkage=0.000377134 Tree=3042 num_leaves=3 num_cat=0 split_feature=1348 39 split_gain=8.7548 9.24145 threshold=0.084620000000000015 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00094276987544565888 0.0065629949899904073 0.0027763408600348619 leaf_weight=179.32485838409048 9.5140127306804043 40.014571852749214 leaf_count=2693 65 361 internal_value=0 -0.000263214 internal_weight=0 219.339 internal_count=3119 3054 is_linear=0 shrinkage=0.00700579 Tree=3043 num_leaves=4 num_cat=0 split_feature=133 52 1 split_gain=8.48042 8.06926 0.227269 threshold=-0.39356499999999994 -0.41845999999999994 0.11502000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0073174355233302122 -0.0060799941852718326 0.00031773384854044782 -0.011531813021450567 leaf_weight=3.471892812405712 8.8482202690793184 208.99435366288526 1.3259678799659012 leaf_count=156 290 2615 9 internal_value=0 5.48842e-05 -0.00871857 internal_weight=0 217.843 4.79786 internal_count=3070 2905 165 is_linear=0 shrinkage=0.00660171 Tree=3044 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=9.61357 14.6782 11.0561 threshold=0.09450500000000002 -0.11550499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016055797121101981 0.00015689195773921127 -0.00015336423885187983 -0.00012005849077113054 leaf_weight=28.687325600534678 75.356974141672254 93.933943027222995 29.639328134246171 leaf_count=179 708 2013 217 internal_value=0 -7.98425e-05 7.86672e-05 internal_weight=0 122.621 104.996 internal_count=3117 2192 925 is_linear=0 shrinkage=0.000384677 Tree=3045 num_leaves=4 num_cat=0 split_feature=39 13 42 split_gain=9.04174 12.5897 8.58666 threshold=0.0047850000000000011 -0.10462499999999998 -0.0043149999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019377650955178756 -0.00011583205888031014 -6.5587875574723965e-05 0.00029158034310733426 leaf_weight=35.17556883348152 10.729874702868981 156.93988165620249 30.224243445321918 leaf_count=260 69 2466 292 internal_value=0 -1.80141e-05 0.000184815 internal_weight=0 192.115 40.9541 internal_count=3087 2726 361 is_linear=0 shrinkage=0.00039237 Tree=3046 num_leaves=4 num_cat=0 split_feature=1456 11 151 split_gain=8.58202 7.99592 1.12899 threshold=-1.0000000180025095e-35 0.10600000000000001 -0.035524999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010698546628090232 0.00032098780224174386 -0.0088307692613341249 -0.0069491703160368791 leaf_weight=1.5682363901287315 214.80356763105374 3.6473290990106753 7.5427477594930661 leaf_count=30 2764 27 260 internal_value=0 0.000163741 -0.00596246 internal_weight=0 218.451 9.11098 internal_count=3081 2791 290 is_linear=0 shrinkage=0.00622094 Tree=3047 num_leaves=3 num_cat=0 split_feature=9 4 split_gain=7.90256 8.7473 threshold=-1.0000000180025095e-35 -0.49977499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0066685037768787004 -0.0060103465182434227 -2.9619476324823743e-05 leaf_weight=7.1356542976573101 11.127803858369587 205.96260086941766 leaf_count=87 126 2866 internal_value=0 -0.000339125 internal_weight=0 217.09 internal_count=3079 2992 is_linear=0 shrinkage=0.00660171 Tree=3048 num_leaves=4 num_cat=0 split_feature=160 1373 15 split_gain=8.1567 7.05808 0.0844077 threshold=-0.25833999999999996 0.09586500000000002 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.004153856431084014 0.00027741142989355319 -0.0077404536319537857 -0.0071355155882546779 leaf_weight=1.0144687062129376 207.80917719495483 4.4046800509095183 6.0352469782810649 leaf_count=22 2831 31 239 internal_value=0 0.000107 -0.0067781 internal_weight=0 212.214 7.04972 internal_count=3123 2862 261 is_linear=0 shrinkage=0.00634536 Tree=3049 num_leaves=4 num_cat=0 split_feature=4 453 15 split_gain=8.41376 13.5857 12.231 threshold=0.27150500000000005 1.0000000180025095e-35 -0.22962499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011566207337741835 0.0042562730617689646 -0.0087092405279141066 -0.00025313540258378785 leaf_weight=4.3277372147422275 35.051351868081838 3.9858961701393119 181.00076790433377 leaf_count=66 369 21 2655 internal_value=0 0.00291131 -0.000524139 internal_weight=0 39.0372 185.329 internal_count=3111 390 2721 is_linear=0 shrinkage=0.00673374 Tree=3050 num_leaves=4 num_cat=0 split_feature=403 51 4 split_gain=7.8343 8.05723 0.562106 threshold=-0.092224999999999988 -0.40548499999999993 0.27415500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0063333252226732252 -0.0071557209726619787 0.00033060455015345726 -0.0010218147896864148 leaf_weight=7.258425433887167 5.1568737854249767 210.0835982626304 0.84143483266234387 leaf_count=360 103 2596 12 internal_value=0 0.000147615 -0.00580301 internal_weight=0 215.24 8.09986 internal_count=3071 2699 372 is_linear=0 shrinkage=0.00597937 Tree=3051 num_leaves=4 num_cat=0 split_feature=484 41 3 split_gain=8.4543 9.09321 0.349246 threshold=0.11749000000000001 0.087145000000000014 0.12745000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007114052928330044 -0.006967148644341916 -0.0058914459937796397 -0.011767716160481905 leaf_weight=211.69920060859295 2.908790238085202 9.7878325306810421 1.5205316729843614 leaf_count=2904 113 105 8 internal_value=0 0.000416786 -0.00886463 internal_weight=0 221.487 4.42932 internal_count=3130 3009 121 is_linear=0 shrinkage=0.00673374 Tree=3052 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=9.24311 9.17381 7.69828 threshold=-0.0048899999999999994 -0.24269999999999997 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038667700025814917 0.000287766068491557 -1.8298662977325707e-06 0.0002615718222115554 leaf_weight=14.971024032623975 18.308690469712019 196.31152782193385 3.3854896388947955 leaf_count=456 243 2377 20 internal_value=0 2.3012e-05 -0.00026626 internal_weight=0 214.62 18.3565 internal_count=3096 2620 476 is_linear=0 shrinkage=0.00039237 Tree=3053 num_leaves=4 num_cat=0 split_feature=52 158 133 split_gain=8.20519 8.56166 4.78984 threshold=-0.40306999999999998 0.11034000000000001 -0.43104999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0083239333436559409 0.00073066764000384728 -0.0083469546133240671 -0.0077053054122538317 leaf_weight=0.97044722596183319 215.01829511544202 5.3280723211355498 9.0320259480504301 leaf_count=7 2674 128 293 internal_value=0 0.000507039 -0.00607521 internal_weight=0 220.346 10.0025 internal_count=3102 2802 300 is_linear=0 shrinkage=0.0071459 Tree=3054 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=9.99191 15.6515 11.3187 threshold=0.080020000000000022 0.15100500000000003 0.12968000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011435227202015639 -0.00013899489679629424 -0.00028087291643999007 0.00033827945417800248 leaf_weight=109.07168515725061 93.262769089022186 17.048635065555573 7.8752364702522746 leaf_count=721 2133 133 61 internal_value=0 6.0725e-05 -0.000101498 internal_weight=0 126.12 101.138 internal_count=3048 854 2194 is_linear=0 shrinkage=0.000384677 Tree=3055 num_leaves=4 num_cat=0 split_feature=482 14 4 split_gain=7.66785 7.6442 0.128116 threshold=0.10022500000000002 0.077685000000000018 0.021725000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030835539415111584 -0.0072276926032622986 -0.0082835065445655623 -0.010835176675234332 leaf_weight=208.77647135732695 2.5593465950805685 5.0972177658695719 1.9569199867546556 leaf_count=2825 94 100 13 internal_value=0 9.93597e-05 -0.00901515 internal_weight=0 213.874 4.51627 internal_count=3032 2925 107 is_linear=0 shrinkage=0.00700579 Tree=3056 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=9.60069 10.1817 7.37854 threshold=0.10384000000000002 -0.11550499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015081478653807342 0.00019347221270728306 -0.00010850875837038704 -5.2838692128110648e-05 leaf_weight=29.38800236582756 57.083478840533644 111.07431971025653 27.776577914133668 leaf_count=193 530 2154 187 internal_value=0 -5.41753e-05 0.000112886 internal_weight=0 140.462 84.8601 internal_count=3064 2347 717 is_linear=0 shrinkage=0.00039237 Tree=3057 num_leaves=3 num_cat=0 split_feature=1374 158 split_gain=8.78328 9.03386 threshold=-0.094679999999999986 0.10858500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047802102573805456 4.630844746491256e-05 -0.00044354838640489635 leaf_weight=5.1786411255598059 220.08216637733858 5.8412488317117086 leaf_count=45 2880 153 internal_value=0 3.34298e-05 internal_weight=0 225.923 internal_count=3078 3033 is_linear=0 shrinkage=0.00039237 Tree=3058 num_leaves=4 num_cat=0 split_feature=1 457 13 split_gain=9.31253 11.9143 4.25378 threshold=0.12856000000000004 0.082870000000000013 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012930590118275739 0.0086288267699874428 0.0034082115839102595 0.0021771848321572515 leaf_weight=160.95133279485162 7.9471029653213945 34.72190089058131 16.992648941464722 leaf_count=2576 141 237 124 internal_value=0 -0.000457354 0.00426239 internal_weight=0 195.673 24.9398 internal_count=3078 2813 265 is_linear=0 shrinkage=0.00728882 Tree=3059 num_leaves=4 num_cat=0 split_feature=13 3 47 split_gain=8.43945 11.261 5.38983 threshold=-0.17030499999999998 -0.097724999999999992 0.082465000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033515913740769115 0.00013915126647464339 -7.1800894066244593e-05 -0.00010059264200284402 leaf_weight=18.856751128565524 55.141059116926044 152.03087859292282 5.9223131733015171 leaf_count=144 442 2486 37 internal_value=0 -1.56089e-05 0.000231028 internal_weight=0 207.172 24.7791 internal_count=3109 2928 181 is_linear=0 shrinkage=0.000400217 Tree=3060 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=8.97601 10.4615 threshold=0.27166000000000007 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.9826818474823854e-05 -0.00048763229295645938 0.00019480331740318206 leaf_weight=183.05376076797256 5.4358735866844645 36.740370254730806 leaf_count=2681 55 344 internal_value=0 7.802e-06 internal_weight=0 219.794 internal_count=3080 3025 is_linear=0 shrinkage=0.000384677 Tree=3061 num_leaves=4 num_cat=0 split_feature=2 14 1 split_gain=8.64558 9.57992 0.250858 threshold=0.153865 0.077685000000000018 0.13274000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1284061540928834e-06 0.00023985541220163304 -0.00053023278253457821 0.00038232342080809481 leaf_weight=207.74894384620711 3.6591034391894919 5.2011843011714509 6.8333998937159777 leaf_count=2865 29 102 85 internal_value=0 -2.01769e-05 0.000335697 internal_weight=0 212.95 10.4925 internal_count=3081 2967 114 is_linear=0 shrinkage=0.000384677 Tree=3062 num_leaves=4 num_cat=0 split_feature=13 43 12 split_gain=11.1331 13.1252 6.91491 threshold=-0.23438999999999996 -0.07440999999999999 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.4437782594066501e-05 7.6678659171079238e-05 -0.00011442686561379929 0.0003814887763055244 leaf_weight=6.4517909027636078 84.486051357816905 117.09556170500582 15.040000712033359 leaf_count=66 1218 1665 97 internal_value=0 -3.43334e-05 0.000244944 internal_weight=0 201.582 21.4918 internal_count=3046 2883 163 is_linear=0 shrinkage=0.000369739 Tree=3063 num_leaves=4 num_cat=0 split_feature=160 43 15 split_gain=7.55669 7.21936 0.149474 threshold=-0.40187499999999993 0.25537500000000007 -0.10749999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021116063893644325 1.6555240940798586e-05 -0.00038811441591134991 -0.00043490244178758018 leaf_weight=0.83164785709232081 214.05479994229972 6.6166261499747625 5.7502657550503491 leaf_count=18 2685 174 222 internal_value=0 4.23093e-06 -0.000410637 internal_weight=0 220.671 6.58191 internal_count=3099 2859 240 is_linear=0 shrinkage=0.000384677 Tree=3064 num_leaves=4 num_cat=0 split_feature=2 128 2 split_gain=7.88491 10.7062 0.189958 threshold=0.153865 0.085185000000000025 0.17915000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.4688942261872215e-06 0.00027134624869943821 -0.00046007093298585272 0.00039974987234177593 leaf_weight=216.64812472224003 4.5496022477745992 7.3203757470473638 5.278123184107244 leaf_count=2745 41 208 64 internal_value=0 -6.10016e-06 0.000344034 internal_weight=0 223.969 9.82773 internal_count=3058 2953 105 is_linear=0 shrinkage=0.000384677 Tree=3065 num_leaves=3 num_cat=0 split_feature=1373 480 split_gain=9.0687 8.1612 threshold=0.099250000000000019 0.086640000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00049111163762137879 -0.009393796932205184 -0.0064240336732783324 leaf_weight=216.68677836889401 3.7018638951703897 6.7006236324668853 leaf_count=2886 27 196 internal_value=0 0.000280574 internal_weight=0 223.387 internal_count=3109 3082 is_linear=0 shrinkage=0.00622094 Tree=3066 num_leaves=4 num_cat=0 split_feature=0 0 484 split_gain=8.30821 16.5562 9.11329 threshold=-0.074179999999999982 -0.10339499999999999 -0.083139999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00084824549185150047 -0.0075022431143326497 -0.004302820316909782 0.0024370037485820766 leaf_weight=89.943695079535246 4.8962482388596973 49.205948210379574 80.295737373875454 leaf_count=595 71 1551 836 internal_value=0 -0.000975264 0.00185667 internal_weight=0 139.15 85.192 internal_count=3053 2146 907 is_linear=0 shrinkage=0.0071459 Tree=3067 num_leaves=4 num_cat=0 split_feature=132 41 133 split_gain=7.54461 9.48327 7.81185 threshold=0.08018500000000002 0.078150000000000011 0.10233500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6017166611806398e-05 0.0052613763669657259 -0.0062042771033653859 -0.0048457315478386961 leaf_weight=180.39977801841451 20.802585143130276 12.59834636421874 4.2674147502984843 leaf_count=2627 214 121 91 internal_value=0 -0.00047007 0.00352705 internal_weight=0 192.998 25.07 internal_count=3053 2748 305 is_linear=0 shrinkage=0.00686842 Tree=3068 num_leaves=4 num_cat=0 split_feature=1 38 13 split_gain=9.05985 10.2165 4.29308 threshold=0.12700000000000003 1.0000000180025095e-35 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1067566256392403e-05 0.00039820925549177672 -0.00044892339325779541 8.1647686735520554e-05 leaf_weight=192.77768506569555 9.4273798521608132 8.1674427425023151 17.084198317024857 leaf_count=2781 153 59 129 internal_value=0 -3.86981e-05 0.000195417 internal_weight=0 200.945 26.5116 internal_count=3122 2840 282 is_linear=0 shrinkage=0.000377134 Tree=3069 num_leaves=4 num_cat=0 split_feature=52 1 48 split_gain=9.99402 9.52165 5.52782 threshold=-0.32783999999999996 0.10100500000000003 0.10327000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045823834492837067 -4.6789035858115531e-05 0.00012451871249303823 0.00024291273963181878 leaf_weight=10.73310579836834 135.17474130075425 84.277887099422514 2.0860454011708489 leaf_count=307 2091 670 22 internal_value=0 1.90294e-05 -0.000343025 internal_weight=0 219.453 12.8192 internal_count=3090 2761 329 is_linear=0 shrinkage=0.000400217 Tree=3070 num_leaves=3 num_cat=0 split_feature=13 4 split_gain=12.802 8.42606 threshold=0.27266500000000005 -0.49367499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.005583768872521478 -0.010147708204028969 0.00076743193196761555 leaf_weight=10.231128081679342 5.3817056478001168 208.68598612770438 leaf_count=131 47 2922 internal_value=0 0.000467905 internal_weight=0 218.917 internal_count=3100 3053 is_linear=0 shrinkage=0.00686842 Tree=3071 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=9.65792 10.3922 3.11897 threshold=0.12313000000000002 0.11764000000000001 -0.059954999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5264468220810756e-05 0.00034909366595972923 -0.00051218987180430932 8.9336252866337474e-05 leaf_weight=186.33023378119105 10.548624894581737 6.9047065409831694 19.406442406587303 leaf_count=2714 153 76 144 internal_value=0 -5.25928e-05 0.000181769 internal_weight=0 193.235 29.9551 internal_count=3087 2790 297 is_linear=0 shrinkage=0.000384677 Tree=3072 num_leaves=4 num_cat=0 split_feature=2 150 3 split_gain=8.74677 9.22097 9.11421 threshold=0.092120000000000021 0.081245000000000026 -0.15319999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002724106690422321 2.1061632721875006e-05 0.0002789374697120532 -0.00010841118078594412 leaf_weight=10.599841279443352 91.571693166159093 27.733513460494578 100.30932179494994 leaf_count=75 1034 189 1799 internal_value=0 8.12124e-05 -7.17771e-05 internal_weight=0 119.305 110.909 internal_count=3097 1223 1874 is_linear=0 shrinkage=0.00039237 Tree=3073 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=7.42393 9.44161 4.92892 threshold=0.12700000000000003 0.11978500000000002 -0.040424999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026442409019267465 0.0098032927609411728 -0.0084141671503805415 0.002024211160585058 leaf_weight=193.0859136171639 8.5251651871949452 9.0942886774428171 17.084624390117824 leaf_count=2721 142 73 130 internal_value=0 -0.00013039 0.00464517 internal_weight=0 202.18 25.6098 internal_count=3066 2794 272 is_linear=0 shrinkage=0.00837256 Tree=3074 num_leaves=4 num_cat=0 split_feature=13 1 0 split_gain=10.7065 12.3891 8.41151 threshold=-0.17030499999999998 1.0000000180025095e-35 -0.14574499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018044657471094717 -0.00018195883287487166 3.4737669439814017e-05 0.00040023818843697297 leaf_weight=4.9224409172311452 55.665868523181416 149.36396750761196 16.507848421111703 leaf_count=43 1569 1396 131 internal_value=0 -2.41629e-05 0.000266613 internal_weight=0 205.03 21.4303 internal_count=3139 2965 174 is_linear=0 shrinkage=0.00039237 Tree=3075 num_leaves=3 num_cat=0 split_feature=1375 1213 split_gain=9.12181 9.46164 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01300373751047226 -0.0068150167856743564 0.0006860800527516424 leaf_weight=3.2720172768458715 11.358270774479022 215.28796199790668 leaf_count=18 471 2625 internal_value=0 0.000306987 internal_weight=0 226.646 internal_count=3114 3096 is_linear=0 shrinkage=0.00804745 Tree=3076 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=10.0898 11.7459 3.5736 threshold=-0.24269999999999997 -0.19313499999999997 0.11377500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0060164292807560766 -0.01002107703508218 -0.00043402216697939532 -0.0023389804529473251 leaf_weight=16.004458118695769 6.6378642909694454 197.10065315006068 3.0575921200215808 leaf_count=218 74 2818 19 internal_value=0 -0.000751704 0.00467037 internal_weight=0 203.739 19.0621 internal_count=3129 2892 237 is_linear=0 shrinkage=0.0071459 Tree=3077 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=7.27765 7.91418 4.12691 threshold=0.12700000000000003 0.086950000000000013 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00059833182810057066 0.0075397485027407464 -0.0023999746816143045 0.0015451726591243779 leaf_weight=127.01287388638593 8.6311308834701794 69.441785144619644 18.05592533107847 leaf_count=1260 147 1583 136 internal_value=0 -0.000462258 0.00350734 internal_weight=0 196.455 26.6871 internal_count=3126 2843 283 is_linear=0 shrinkage=0.0071459 Tree=3078 num_leaves=4 num_cat=0 split_feature=12 16 3 split_gain=9.53801 12.3784 8.11065 threshold=0.085845000000000019 0.10964500000000002 0.11942500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017610821161824796 -0.0035174248209351652 -0.0050697042904825794 0.0060653917004995991 leaf_weight=117.12860052584438 72.012887564720586 20.020622869022191 6.1115282904356709 leaf_count=1150 1745 179 26 internal_value=0 0.000760623 -0.00276017 internal_weight=0 137.149 78.1244 internal_count=3100 1329 1771 is_linear=0 shrinkage=0.00804745 Tree=3079 num_leaves=3 num_cat=0 split_feature=51 376 split_gain=8.0555 9.16832 threshold=-0.40548499999999993 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046983415316200622 -1.0772811647920656e-05 0.00027033518557267471 leaf_weight=5.3204347343416876 205.04325936845271 19.454087559599429 leaf_count=104 2812 160 internal_value=0 1.37096e-05 internal_weight=0 224.497 internal_count=3076 2972 is_linear=0 shrinkage=0.00039237 Tree=3080 num_leaves=4 num_cat=0 split_feature=1456 1374 12 split_gain=8.38167 8.40392 3.00835 threshold=1.0000000180025095e-35 0.087785000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067997238100458404 0.003330175734479488 -0.0067682268306387492 -0.0089572470706082881 leaf_weight=208.77474747248925 1.1398794865235684 7.9214694183319798 6.5788798662251784 leaf_count=2756 11 73 247 internal_value=0 0.000404344 -0.00712101 internal_weight=0 216.696 7.71876 internal_count=3087 2829 258 is_linear=0 shrinkage=0.0071459 Tree=3081 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=7.56937 8.46086 threshold=-0.40148999999999996 0.13674500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0083745269800940877 -0.00041435807817388889 0.0051888246294949474 leaf_weight=5.3776658810675135 199.38431735464837 14.054200325161217 leaf_count=113 2783 164 internal_value=0 -4.28804e-05 internal_weight=0 213.439 internal_count=3060 2947 is_linear=0 shrinkage=0.00700579 Tree=3082 num_leaves=4 num_cat=0 split_feature=14 0 51 split_gain=8.09574 8.6658 0.517866 threshold=0.077685000000000018 -0.10783 -0.042309999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010724862218700071 -0.00058721710032926889 -4.7909446793159983e-05 -0.00032729770607066065 leaf_weight=87.353189663495868 2.4059355007484555 136.12317420437466 3.3439802092034361 leaf_count=489 29 2502 70 internal_value=0 1.27626e-05 -0.000445195 internal_weight=0 223.476 5.74992 internal_count=3090 2991 99 is_linear=0 shrinkage=0.000384677 Tree=3083 num_leaves=4 num_cat=0 split_feature=42 13 42 split_gain=9.06 9.15904 1.59863 threshold=-0.108275 0.060680000000000005 -0.24552499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00067511193105288273 -4.0712111065611683e-05 0.00018020896167736123 -0.00029584698362721104 leaf_weight=2.3966742819175124 181.80557116831187 34.234145247377455 6.7293972080806252 leaf_count=19 2580 344 162 internal_value=0 -5.62924e-06 -0.000402424 internal_weight=0 216.04 9.12607 internal_count=3105 2924 181 is_linear=0 shrinkage=0.00039237 Tree=3084 num_leaves=3 num_cat=0 split_feature=1365 15 split_gain=7.35855 7.1212 threshold=1.0000000180025095e-35 0.084580000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00083276638724708854 -0.0080327729368727795 -0.0029692734564791923 leaf_weight=187.30509496550076 5.4077576207928351 28.944585409306455 leaf_count=2047 63 1002 internal_value=0 0.000322598 internal_weight=0 216.25 internal_count=3112 3049 is_linear=0 shrinkage=0.0071459 Tree=3085 num_leaves=4 num_cat=0 split_feature=2 50 3 split_gain=8.06688 9.32492 0.785648 threshold=0.14780500000000005 0.086500000000000007 0.12955000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0127345223108499e-05 0.00034404959419470985 -0.00024745163752812929 0.00015379281713289597 leaf_weight=196.08054941461887 8.395327262580393 20.275248528574593 4.7351816194131962 leaf_count=2392 74 545 60 internal_value=0 -1.41265e-05 0.000277319 internal_weight=0 216.356 13.1305 internal_count=3071 2937 134 is_linear=0 shrinkage=0.000362489 Tree=3086 num_leaves=4 num_cat=0 split_feature=31 2 124 split_gain=9.32975 10.7546 0.087479 threshold=-1.0000000180025095e-35 0.09802000000000001 -0.0066649999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036288692287893341 -0.00012078855778279942 5.915018810931596e-05 0.00050436514030067527 leaf_weight=3.956061415374279 122.47182522038929 93.908420186839066 2.8525837566703549 leaf_count=67 2087 929 22 internal_value=0 -4.27054e-05 0.000429362 internal_weight=0 216.38 6.80865 internal_count=3105 3016 89 is_linear=0 shrinkage=0.000400217 Tree=3087 num_leaves=4 num_cat=0 split_feature=1 4 1429 split_gain=11.0099 9.90074 8.77463 threshold=1.0000000180025095e-35 -0.083954999999999988 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2828747822011943e-05 -0.00044445964174313955 -0.00024460387404425356 7.446356625796361e-05 leaf_weight=20.284916203818284 5.2874274346977463 43.989816084795166 157.63291325187311 leaf_count=312 90 1245 1406 internal_value=0 -0.000138135 5.73287e-05 internal_weight=0 64.2747 162.92 internal_count=3053 1557 1496 is_linear=0 shrinkage=0.000400217 Tree=3088 num_leaves=4 num_cat=0 split_feature=1429 52 157 split_gain=8.12218 10.7169 0.473957 threshold=-1.0000000180025095e-35 -0.048794999999999991 -0.087084999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.003506706355398809 0.0020400613462349107 -0.00075390414109474451 -0.0078446716576688127 leaf_weight=1.5282062488840891 81.438047832925804 136.51442880486138 4.490589842083863 leaf_count=45 841 2105 104 internal_value=0 0.000290574 -0.0068274 internal_weight=0 217.952 6.0188 internal_count=3095 2946 149 is_linear=0 shrinkage=0.00609896 Tree=3089 num_leaves=4 num_cat=0 split_feature=43 457 48 split_gain=8.60125 10.3686 9.38615 threshold=-0.07440999999999999 0.082335000000000005 0.086665000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036034200194105771 -0.0027814093386089082 0.0037257363333503333 0.0077040456091610112 leaf_weight=56.543747415533289 113.5672921531368 26.824172663502395 21.196672309655696 leaf_count=974 1733 149 224 internal_value=0 -0.00153613 0.00237087 internal_weight=0 140.391 77.7404 internal_count=3080 1882 1198 is_linear=0 shrinkage=0.00942887 Tree=3090 num_leaves=4 num_cat=0 split_feature=133 13 123 split_gain=7.6089 8.52882 6.22632 threshold=0.10635000000000001 -0.17030499999999998 0.10173500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00443337599547449 -0.0082661206911309789 -0.0002160625358737936 0.0069452582895203202 leaf_weight=22.458327046129853 8.8180253639584389 187.5376539544668 1.5357845369726408 leaf_count=165 391 2476 21 internal_value=0 0.000283276 -0.00595965 internal_weight=0 209.996 10.3538 internal_count=3053 2641 412 is_linear=0 shrinkage=0.0071459 Tree=3091 num_leaves=4 num_cat=0 split_feature=14 133 3 split_gain=10.21 9.1186 0.309647 threshold=0.077685000000000018 -0.39935999999999994 -0.13392999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046058394647387234 -0.0003517810619953017 2.635616161126503e-05 -0.00055263846795597176 leaf_weight=5.2717653438448897 3.1705740657635033 224.0548421566491 3.1024639219976953 leaf_count=174 67 2887 36 internal_value=0 1.49431e-05 -0.000459068 internal_weight=0 229.327 6.27304 internal_count=3164 3061 103 is_linear=0 shrinkage=0.000369739 Tree=3092 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=10.1252 7.91967 threshold=-0.41845999999999994 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.008270663347553147 -0.0077515756888511889 0.00077576426560694558 leaf_weight=8.4192403494380397 6.898786660982295 205.74293397320434 leaf_count=308 339 2433 internal_value=0 0.000495176 internal_weight=0 212.642 internal_count=3080 2772 is_linear=0 shrinkage=0.00788965 Tree=3093 num_leaves=3 num_cat=0 split_feature=51 2 split_gain=8.05963 7.69203 threshold=-0.40148999999999996 0.153865 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0096951670240392716 -0.00028551454041238835 0.0073284167315988413 leaf_weight=5.7685502346139392 205.8963189497008 9.2336530904285592 leaf_count=125 2885 105 internal_value=0 4.49273e-05 internal_weight=0 215.13 internal_count=3115 2990 is_linear=0 shrinkage=0.0082084 Tree=3094 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=8.15413 10.5447 10.4288 threshold=1.0000000180025095e-35 -0.10075499999999998 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010863756414289192 -1.1039450575174267e-05 -0.00022785999469463269 0.00024230314340564999 leaf_weight=20.647938714828342 126.44479458173737 46.389049144636374 31.070440292358398 leaf_count=131 1200 1440 289 internal_value=0 -0.000124208 3.90699e-05 internal_weight=0 67.037 157.515 internal_count=3060 1571 1489 is_linear=0 shrinkage=0.00039237 Tree=3095 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=10.0558 9.39911 6.59311 threshold=0.10100500000000003 -0.23098999999999997 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030893379925115555 -0.00039866719741459629 -9.5970093416816509e-05 0.00011194553624479713 leaf_weight=8.9546407060697657 3.7926156786270431 132.60795314796269 91.835726139135659 leaf_count=45 96 2274 736 internal_value=0 -7.01337e-05 9.12521e-05 internal_weight=0 141.563 95.6283 internal_count=3151 2319 832 is_linear=0 shrinkage=0.000384677 Tree=3096 num_leaves=3 num_cat=0 split_feature=1348 9 split_gain=8.13462 8.7452 threshold=0.084620000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0070104314635271959 0.0060560159339294074 -0.00077037788149037975 leaf_weight=8.2062555323354882 11.052930113859473 199.00366918969667 leaf_count=105 67 2878 internal_value=0 -0.00045861 internal_weight=0 207.21 internal_count=3050 2983 is_linear=0 shrinkage=0.0074346 Tree=3097 num_leaves=3 num_cat=0 split_feature=31 133 split_gain=8.61241 8.1307 threshold=-1.0000000180025095e-35 -0.39018999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.009500538886719978 -0.010830659145654507 -0.00011475140492765015 leaf_weight=6.2693832688964894 4.9731318544363594 207.66745601833099 leaf_count=87 179 2823 internal_value=0 -0.000370938 internal_weight=0 212.641 internal_count=3089 3002 is_linear=0 shrinkage=0.00837256 Tree=3098 num_leaves=4 num_cat=0 split_feature=15 43 15 split_gain=10.4343 10.7506 7.66009 threshold=0.082805000000000004 -0.10894 -0.24269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027276775474934873 0.0001684170546383453 -0.00034772408853831974 1.5396377893126726e-05 leaf_weight=19.701881027314812 8.5363089621532726 22.170897166011855 175.64111527579371 leaf_count=243 153 936 1746 internal_value=0 -0.000204151 4.14957e-05 internal_weight=0 30.7072 195.343 internal_count=3078 1089 1989 is_linear=0 shrinkage=0.00039237 Tree=3099 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=7.58064 11.1869 9.45891 threshold=0.27150500000000005 0.12011000000000001 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.5095735413627293e-05 0.00023322967245128948 -0.00041829153830296584 -0.00044617255650987263 leaf_weight=176.87245353200706 33.121574391145259 4.7313868664205065 8.8679352374747378 leaf_count=2570 327 26 137 internal_value=0 0.0001508 -4.54562e-05 internal_weight=0 37.853 185.74 internal_count=3060 353 2707 is_linear=0 shrinkage=0.000400217 Tree=3100 num_leaves=4 num_cat=0 split_feature=1 42 39 split_gain=9.67151 11.1982 9.96798 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040971234435533679 6.9470910085909448e-06 -3.4734284236919594e-05 0.00026010544996078467 leaf_weight=15.908751157694494 129.14209062512964 52.352602349244989 29.285205070860684 leaf_count=610 1191 1001 292 internal_value=0 -0.000122653 5.38939e-05 internal_weight=0 68.2614 158.427 internal_count=3094 1611 1483 is_linear=0 shrinkage=0.00039237 Tree=3101 num_leaves=4 num_cat=0 split_feature=14 42 48 split_gain=8.63345 8.46049 0.514081 threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0038179784042331479 -0.014421773528771982 0.001209360621167437 -0.0081379664446957281 leaf_weight=33.755611162749119 2.3652742467820644 183.99917560361791 3.3652003421448162 leaf_count=826 18 2193 80 internal_value=0 0.000428478 -0.0109583 internal_weight=0 217.755 5.73047 internal_count=3117 3019 98 is_linear=0 shrinkage=0.00924399 Tree=3102 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=9.13811 10.7605 9.15699 threshold=0.27150500000000005 0.11978500000000002 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00068880088030755465 0.0048316662558051653 -0.0068041073045739236 -0.0085737180183347236 leaf_weight=169.03303494234569 30.592230569571257 5.2687645740807048 8.8066617567092162 leaf_count=2560 335 30 142 internal_value=0 0.00310626 -0.00108441 internal_weight=0 35.861 177.84 internal_count=3067 365 2702 is_linear=0 shrinkage=0.00758329 Tree=3103 num_leaves=4 num_cat=0 split_feature=12 15 49 split_gain=11.9807 14.2702 8.76414 threshold=0.085945000000000008 0.084580000000000016 -0.21083999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025153521683540349 0.0068946934725551343 -0.0097834801338457945 -0.0038752389870706917 leaf_weight=129.66423754068092 7.3063460644334546 8.8573298680130375 71.887478506716434 leaf_count=1099 39 208 1754 internal_value=0 0.00172168 -0.00287328 internal_weight=0 138.522 79.1938 internal_count=3100 1307 1793 is_linear=0 shrinkage=0.00942887 Tree=3104 num_leaves=3 num_cat=0 split_feature=151 130 split_gain=8.19164 7.88423 threshold=-0.52054499999999992 0.084355000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.012639623328429314 0.00066689066990279053 -0.0075710533096050745 leaf_weight=3.659069495741277 204.28822882607346 9.1008719643577916 leaf_count=49 2667 355 internal_value=0 0.000311763 internal_weight=0 213.389 internal_count=3071 3022 is_linear=0 shrinkage=0.00871082 Tree=3105 num_leaves=4 num_cat=0 split_feature=1456 133 483 split_gain=9.04931 8.48515 0.0169493 threshold=-1.0000000180025095e-35 -0.39935999999999994 -0.22085999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0053721738032736525 -0.009599769769034051 0.00048107711127998778 -0.0084965460866652416 leaf_weight=0.88034651416819532 5.0054864893900222 209.67034942773171 6.8420174580533049 leaf_count=22 168 2608 268 internal_value=0 0.000241145 -0.00822224 internal_weight=0 214.676 7.72236 internal_count=3066 2776 290 is_linear=0 shrinkage=0.00773496 Tree=3106 num_leaves=4 num_cat=0 split_feature=482 14 13 split_gain=8.01924 7.65063 0.13648 threshold=0.10022500000000002 0.077685000000000018 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7397549219021093e-05 -0.00036777132683140626 -0.0004005036828023532 -0.00055450070277324192 leaf_weight=218.59796534414636 2.5700822498183697 5.7142169694416216 2.1690201770979902 leaf_count=2868 83 95 20 internal_value=0 2.6048e-05 -0.000464061 internal_weight=0 224.312 4.7391 internal_count=3066 2963 103 is_linear=0 shrinkage=0.000377134 Tree=3107 num_leaves=4 num_cat=0 split_feature=4 482 1 split_gain=8.43652 8.7386 1.48948 threshold=0.50673000000000001 0.091725000000000015 0.11231500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.490818762071466e-06 4.4753928900051838e-05 -0.00047648709831557659 0.00039373441418028937 leaf_weight=210.76549876347417 2.2267933860421172 5.7199757274938738 8.3783948477357608 leaf_count=2824 13 126 152 internal_value=0 -2.10961e-05 0.000321691 internal_weight=0 216.485 10.6052 internal_count=3115 2950 165 is_linear=0 shrinkage=0.000377134 Tree=3108 num_leaves=4 num_cat=0 split_feature=1213 1456 475 split_gain=7.25351 7.22357 6.57598 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010871786629687149 0.0010921482768730475 -0.0071855499876956868 -0.0083444854188617461 leaf_weight=1.2700476646423329 202.32508272270206 7.2505782786756745 9.6597320128348638 leaf_count=2 2357 244 457 internal_value=0 0.000802085 -0.00602394 internal_weight=0 209.576 10.9298 internal_count=3060 2601 459 is_linear=0 shrinkage=0.0082084 Tree=3109 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=11.6472 13.5798 12.3361 threshold=1.0000000180025095e-35 0.086425000000000016 -0.084074999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035445025877114446 0.00011398682245335579 -0.00015694855995864417 -2.6882434557059746e-06 leaf_weight=25.570884938817471 127.10210666107014 36.591672331094742 38.149516991339624 leaf_count=797 1223 316 812 internal_value=0 5.33568e-05 -0.000144224 internal_weight=0 163.694 63.7204 internal_count=3148 1539 1609 is_linear=0 shrinkage=0.00039237 Tree=3110 num_leaves=4 num_cat=0 split_feature=4 483 1 split_gain=8.45236 9.86366 0.213362 threshold=0.51074000000000008 0.080590000000000009 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5094809037139716e-05 0.00026270185193781788 -0.00033239331801828055 0.00040156563024445639 leaf_weight=207.02708189759869 3.5992184802889806 12.725039310054852 6.3758480828255415 leaf_count=2663 22 293 136 internal_value=0 -5.18598e-06 0.000354933 internal_weight=0 219.752 9.97507 internal_count=3114 2956 158 is_linear=0 shrinkage=0.000384677 Tree=3111 num_leaves=4 num_cat=0 split_feature=2 1 150 split_gain=12.172 9.64818 7.79439 threshold=0.092120000000000021 0.10113500000000002 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017681704866500905 2.5043926233460499e-05 7.8320361476471649e-05 0.00025866023525517593 leaf_weight=73.253996654006187 90.5585303256521 31.208545278757811 27.466130912303925 leaf_count=1556 1055 308 187 internal_value=0 -0.000100592 7.96036e-05 internal_weight=0 104.463 118.025 internal_count=3106 1864 1242 is_linear=0 shrinkage=0.000384677 Tree=3112 num_leaves=4 num_cat=0 split_feature=14 3 16 split_gain=8.01907 7.99664 1.13842 threshold=0.073890000000000011 -0.11550499999999998 -0.16238499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017201093649407334 -0.00017660845532049629 -1.7768454452075469e-05 -0.00052004428172183791 leaf_weight=42.123911689966917 2.4159684274345636 179.18157534638885 4.555129994172602 leaf_count=273 35 2712 79 internal_value=0 1.84234e-05 -0.000405693 internal_weight=0 221.305 6.9711 internal_count=3099 2985 114 is_linear=0 shrinkage=0.00039237 Tree=3113 num_leaves=4 num_cat=0 split_feature=484 42 2 split_gain=7.65006 7.96224 5.29963 threshold=-0.0048899999999999994 -0.108275 0.11212000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037171159897112746 -0.00029372318890026454 4.5810085920637735e-05 2.5577010224692745e-05 leaf_weight=11.445281858497767 9.7934230783721414 202.09407532901969 7.5915803712559855 leaf_count=423 171 2483 64 internal_value=0 2.997e-05 -0.000214056 internal_weight=0 211.887 19.0369 internal_count=3141 2654 487 is_linear=0 shrinkage=0.000369739 Tree=3114 num_leaves=4 num_cat=0 split_feature=1 52 13 split_gain=9.5802 9.31218 9.07842 threshold=0.10100500000000003 -0.32783999999999996 -0.10462499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013869876295229553 -0.00034525116498693815 0.00011280836444072401 -0.00013064179317651703 leaf_weight=22.112589927157387 7.0251218457706264 82.671067647170275 111.33945112698711 leaf_count=144 115 669 2174 internal_value=0 7.65468e-05 -8.5934e-05 internal_weight=0 89.6962 133.452 internal_count=3102 784 2318 is_linear=0 shrinkage=0.000384677 Tree=3115 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=9.004 12.9954 7.45541 threshold=0.09450500000000002 -0.13058499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016009822138443066 0.00013268256182812717 -0.00012935906267222871 -6.8898628876597868e-05 leaf_weight=24.524745131842792 75.411441858159378 95.651149680954404 33.345104360952973 leaf_count=149 725 2008 232 internal_value=0 -7.01944e-05 7.08698e-05 internal_weight=0 120.176 108.757 internal_count=3114 2157 957 is_linear=0 shrinkage=0.000355382 Tree=3116 num_leaves=3 num_cat=0 split_feature=46 0 split_gain=9.75099 9.60876 threshold=0.084955000000000017 -0.10726999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023371081810790824 -0.010538846331638187 -0.0010378266145217494 leaf_weight=84.008758151903749 4.9623112753033629 126.0735755629139 leaf_count=532 43 2507 internal_value=0 0.000312285 internal_weight=0 210.082 internal_count=3082 3039 is_linear=0 shrinkage=0.00773496 Tree=3117 num_leaves=4 num_cat=0 split_feature=123 133 42 split_gain=8.39531 13.0063 3.60575 threshold=1.0000000180025095e-35 0.098715000000000011 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3834691479407218e-06 -0.00014885346542242234 -0.00043881502698709713 0.00027870474859455809 leaf_weight=186.88529546110658 3.5924838483333614 11.078325788257642 22.801716808229685 leaf_count=2350 22 456 239 internal_value=0 -1.97085e-05 0.000220127 internal_weight=0 197.964 26.3942 internal_count=3067 2806 261 is_linear=0 shrinkage=0.000400217 Tree=3118 num_leaves=4 num_cat=0 split_feature=1 52 13 split_gain=9.61953 11.3968 2.84949 threshold=0.12856000000000004 -0.24600999999999998 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038118707572943581 0.0004397238579606622 3.222076521998639e-06 0.00014698342561409396 leaf_weight=13.101618057582526 7.9327121344395009 189.75694647873752 16.346210886724293 leaf_count=337 134 2448 116 internal_value=0 -2.18016e-05 0.000244211 internal_weight=0 202.859 24.2789 internal_count=3035 2785 250 is_linear=0 shrinkage=0.000400217 Tree=3119 num_leaves=4 num_cat=0 split_feature=12 43 49 split_gain=14.2329 13.3145 11.8858 threshold=0.040165000000000006 -0.043084999999999991 -0.030749999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027677487377065211 9.7057384903371887e-05 -7.607506277517224e-06 -0.00020291502240033795 leaf_weight=37.301430844701827 28.925834101159126 89.319796391995624 78.0966626725276 leaf_count=301 203 541 2077 internal_value=0 7.63394e-05 -0.000121822 internal_weight=0 126.621 107.022 internal_count=3122 842 2280 is_linear=0 shrinkage=0.000400217 Tree=3120 num_leaves=4 num_cat=0 split_feature=2 0 155 split_gain=13.1469 9.02473 8.42499 threshold=0.092425000000000021 -0.23098999999999997 0.098655000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039589876291583098 0.00010324379059371071 -0.00012724064772191685 -0.00044925902805282637 leaf_weight=5.0184323545545331 114.91214670496993 101.5565467607812 4.1251957630738607 leaf_count=30 1088 1854 109 internal_value=0 -0.000102217 8.36928e-05 internal_weight=0 106.575 119.037 internal_count=3081 1884 1197 is_linear=0 shrinkage=0.000384677 Tree=3121 num_leaves=4 num_cat=0 split_feature=2 15 1 split_gain=7.70264 9.64672 3.00473 threshold=0.14808000000000002 0.084580000000000016 0.11355500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012567013209124103 -0.00096650974904839357 -0.0054646109059143036 0.0078432748752904694 leaf_weight=180.01624289003666 3.3429608736187211 24.844564896426164 9.6511001875624043 leaf_count=1981 25 976 114 internal_value=0 -0.000775783 0.0055879 internal_weight=0 204.861 12.9941 internal_count=3096 2957 139 is_linear=0 shrinkage=0.00804745 Tree=3122 num_leaves=4 num_cat=0 split_feature=1 3 147 split_gain=10.1706 14.8781 8.76833 threshold=0.085880000000000026 -0.11550499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025920206295375592 0.00017360029559146701 -0.00467638576483566 0.0055761449108353723 leaf_weight=23.107178077101707 121.49696362810209 53.566874698386528 20.028882937505841 leaf_count=146 1223 1580 119 internal_value=0 -0.00248533 0.000941978 internal_weight=0 76.6741 141.526 internal_count=3068 1726 1342 is_linear=0 shrinkage=0.00758329 Tree=3123 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=15.2655 10.617 9.7362 threshold=0.094405000000000003 0.10812000000000001 -0.27523999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001514046626951734 -0.00052427150355755794 0.00030253666640989602 0.00011225036057127103 leaf_weight=104.86134050146211 3.7277023540809742 8.4773457795381528 102.99108520848677 leaf_count=2128 26 30 923 internal_value=0 -0.000117186 8.94904e-05 internal_weight=0 113.339 106.719 internal_count=3107 2158 949 is_linear=0 shrinkage=0.00039237 Tree=3124 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=9.04378 9.4771 threshold=-0.42985499999999993 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039759829989903289 0.00011517138897456867 -4.8013509531636375e-05 leaf_weight=7.9413549395976579 77.857179640326649 144.18769906519447 leaf_count=278 662 2146 internal_value=0 9.23438e-06 internal_weight=0 222.045 internal_count=3086 2808 is_linear=0 shrinkage=0.000377134 Tree=3125 num_leaves=4 num_cat=0 split_feature=1213 1456 0 split_gain=10.4385 9.58226 1.82045 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.15687999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0072888411037230552 0.00052139671312547776 -0.010103150203866967 -0.010804615194876261 leaf_weight=0.46833004802465339 201.92807859042659 8.057272960781118 9.5485579039668647 leaf_count=2 2396 272 466 internal_value=0 0.000108559 -0.00988745 internal_weight=0 209.985 10.0169 internal_count=3136 2668 468 is_linear=0 shrinkage=0.00961745 Tree=3126 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=9.54753 9.73806 1.235 threshold=-0.49367499999999992 -0.073114999999999986 -0.52428499999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0055921317261568831 -0.0011298921015275428 0.0037459759220519404 -0.012877957411101131 leaf_weight=5.1416705697774887 140.85174535698025 68.578332094708458 5.953985530883072 leaf_count=50 2225 732 96 internal_value=0 0.00046787 -0.00959134 internal_weight=0 209.43 11.0957 internal_count=3103 2957 146 is_linear=0 shrinkage=0.0106184 Tree=3127 num_leaves=4 num_cat=0 split_feature=4 0 2 split_gain=7.61691 8.12383 3.43941 threshold=-0.46195999999999998 -0.074654999999999985 0.10699500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01053879309914923 -0.001395541364404073 0.0029729002757513967 0.0010125780909706389 leaf_weight=10.631063558161257 133.69208946521394 66.211202174890786 3.5549615751951924 leaf_count=127 2141 764 41 internal_value=0 5.22114e-05 -0.0076588 internal_weight=0 199.903 14.186 internal_count=3073 2905 168 is_linear=0 shrinkage=0.0102061 Tree=3128 num_leaves=4 num_cat=0 split_feature=123 1447 42 split_gain=9.44221 9.47692 5.1904 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047305526793905197 -0.00018061913122612597 -1.5037016616406019e-05 0.0002951600188364633 leaf_weight=7.4028465069713993 4.2965869717299965 195.25820104160812 22.768080779816955 leaf_count=274 26 2593 240 internal_value=0 -3.20196e-05 0.000219196 internal_weight=0 202.661 27.0647 internal_count=3133 2867 266 is_linear=0 shrinkage=0.000400217 Tree=3129 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=9.29564 12.3451 6.07752 threshold=0.10100500000000003 -0.11550499999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0037150861442080013 0.0034175027748123859 -0.0030219497164623676 -0.0031297789782401947 leaf_weight=29.982820877339691 75.192383815534413 102.06471167964628 14.346520174294708 leaf_count=199 714 2110 77 internal_value=0 -0.00149038 0.00236585 internal_weight=0 132.048 89.5389 internal_count=3100 2309 791 is_linear=0 shrinkage=0.00924399 Tree=3130 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=8.59132 10.8377 9.58975 threshold=-0.10075499999999998 -0.075754999999999975 -0.061689999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.0409649175127817e-05 -0.00021231747040367715 1.9529116026427973e-05 0.00029112237788159157 leaf_weight=24.36645284248516 41.090829456225038 125.78963260026649 29.754921162500978 leaf_count=231 1488 1178 190 internal_value=0 -3.76623e-05 0.000142085 internal_weight=0 166.88 54.1214 internal_count=3087 2666 421 is_linear=0 shrinkage=0.00039237 Tree=3131 num_leaves=3 num_cat=0 split_feature=1373 484 split_gain=8.25934 8.24589 threshold=0.099250000000000019 -0.0048899999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00022966927652032403 -0.00056656382415886742 4.9290354556415976e-05 leaf_weight=16.861254513729364 3.3991252453997722 205.88230507995468 leaf_count=470 27 2562 internal_value=0 2.80689e-05 internal_weight=0 222.744 internal_count=3059 3032 is_linear=0 shrinkage=0.000384677 Tree=3132 num_leaves=4 num_cat=0 split_feature=3 51 0 split_gain=10.8834 7.95418 3.13741 threshold=0.17769000000000004 -0.40548499999999993 -0.11815999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010924725315465473 0.0030448108489402269 7.3097674181747438e-05 0.011590525038239661 leaf_weight=5.6679703784175208 6.6242993664927772 202.45206375763519 8.4267266551032645 leaf_count=119 69 2838 75 internal_value=0 -0.000232132 0.00787962 internal_weight=0 208.12 15.051 internal_count=3101 2957 144 is_linear=0 shrinkage=0.00924399 Tree=3133 num_leaves=4 num_cat=0 split_feature=456 457 150 split_gain=7.95352 8.5374 4.73352 threshold=0.087495000000000003 0.082870000000000013 0.088380000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8450330342822124e-06 -0.0005059166207305488 0.00020993063716797785 4.0382389108959626e-05 leaf_weight=189.34359052375657 7.313706159591673 33.899719379842281 3.8378808312118053 leaf_count=2760 123 214 46 internal_value=0 2.53131e-05 -0.000319372 internal_weight=0 223.243 11.1516 internal_count=3143 2974 169 is_linear=0 shrinkage=0.000400217 Tree=3134 num_leaves=4 num_cat=0 split_feature=2 1429 150 split_gain=10.1275 11.2037 8.58924 threshold=0.092120000000000021 0.084845000000000018 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014121106915739772 1.2472095080699661e-05 0.00026510202909272559 0.00026156684794739857 leaf_weight=94.672698394977488 93.056596961803734 11.638314556446856 27.535061209462583 leaf_count=1752 1046 104 190 internal_value=0 -9.64981e-05 6.95385e-05 internal_weight=0 106.311 120.592 internal_count=3092 1856 1236 is_linear=0 shrinkage=0.00039237 Tree=3135 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=9.13165 11.6326 5.62117 threshold=-0.0048899999999999994 0.18879500000000002 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033533420634604654 5.4411117424095829e-05 -0.00034852103213982218 0.00025881016236238005 leaf_weight=16.595160007709641 197.2680718570482 11.572553416248409 2.7879999261349431 leaf_count=471 2308 285 18 internal_value=0 3.19085e-05 -0.000248879 internal_weight=0 208.841 19.3832 internal_count=3082 2593 489 is_linear=0 shrinkage=0.00039237 Tree=3136 num_leaves=4 num_cat=0 split_feature=147 4 150 split_gain=10.8878 9.09761 2.964 threshold=0.089245000000000005 0.51195500000000005 0.087790000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.6693592470574026e-05 8.3320164573918995e-05 0.00041915857115197618 0.00042087553051615355 leaf_weight=198.97671768604778 6.9890994494780925 6.5392973851412526 10.454951689578591 leaf_count=2843 51 131 78 internal_value=0 -4.13325e-05 0.000287025 internal_weight=0 205.516 17.4441 internal_count=3103 2974 129 is_linear=0 shrinkage=0.000400217 Tree=3137 num_leaves=4 num_cat=0 split_feature=0 47 0 split_gain=10.6795 14.2816 12.0321 threshold=-0.10726999999999999 0.077065000000000008 -0.062109999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020034465106930768 -0.0001625604699374922 -0.00017343807152715132 6.7156813707591615e-05 leaf_weight=71.947238973341882 73.52990675723413 20.041010391898453 66.986891849432141 leaf_count=445 1949 121 601 internal_value=0 0.000118799 -5.30838e-05 internal_weight=0 91.9882 140.517 internal_count=3116 566 2550 is_linear=0 shrinkage=0.00039237 Tree=3138 num_leaves=4 num_cat=0 split_feature=2 1429 11 split_gain=8.67172 11.1696 8.23562 threshold=0.090470000000000009 0.084545000000000009 0.089560000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0035411878662109098 0.0023310571101021519 0.0068717325280172941 -0.010162375667345361 leaf_weight=83.835598254518118 116.01262970035896 11.653163011884315 5.4249085723422459 leaf_count=1615 1258 104 68 internal_value=0 -0.00226387 0.0017641 internal_weight=0 95.4888 121.438 internal_count=3045 1719 1326 is_linear=0 shrinkage=0.010006 Tree=3139 num_leaves=4 num_cat=0 split_feature=52 3 3 split_gain=10.4498 8.40261 4.82777 threshold=-0.32783999999999996 -0.16935999999999998 -0.24462999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010074780096445289 0.0065642433167802973 -0.00029644924589544204 -0.010266822262217057 leaf_weight=1.0049165384843934 16.472068171948195 190.18391384679126 11.190176795003934 leaf_count=6 91 2656 338 internal_value=0 0.000253659 -0.0085142 internal_weight=0 206.656 12.1951 internal_count=3091 2747 344 is_linear=0 shrinkage=0.00924399 Tree=3140 num_leaves=4 num_cat=0 split_feature=14 13 160 split_gain=8.65141 8.83738 0.643172 threshold=0.073890000000000011 -0.10462499999999998 -0.014214999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0050480729162717345 -0.014577266246957153 -0.00022164184667577849 -0.0077487796926996814 leaf_weight=36.887634090380743 2.6844746386632323 177.68983432016103 3.6546362948138258 leaf_count=269 34 2720 70 internal_value=0 0.000686426 -0.0108433 internal_weight=0 214.577 6.33911 internal_count=3093 2989 104 is_linear=0 shrinkage=0.00980979 Tree=3141 num_leaves=4 num_cat=0 split_feature=403 1456 4 split_gain=7.59252 8.25117 6.04104 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.31595000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031112649951837724 -0.00034803676139589146 3.9219344941139046e-05 0.00032302932511852467 leaf_weight=18.39645002910402 9.1089519342640397 199.15947412862442 2.6729224510490885 leaf_count=722 262 2115 18 internal_value=0 2.21042e-05 -0.000229393 internal_weight=0 208.268 21.0694 internal_count=3117 2377 740 is_linear=0 shrinkage=0.000400217 Tree=3142 num_leaves=4 num_cat=0 split_feature=482 402 13 split_gain=8.32666 8.12805 0.13153 threshold=0.10022500000000002 0.088090000000000016 -0.018539999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016254287553077887 -0.010748048426119379 -0.0083607445602370527 -0.016384201377982098 leaf_weight=207.27380929561332 2.1884991012047976 10.782490200246682 2.4073587527964255 leaf_count=2696 83 312 23 internal_value=0 0.00112759 -0.0140198 internal_weight=0 218.056 4.59586 internal_count=3114 3008 106 is_linear=0 shrinkage=0.0112684 Tree=3143 num_leaves=4 num_cat=0 split_feature=52 403 160 split_gain=9.98545 7.97527 4.42923 threshold=-0.27269499999999997 -1.0000000180025095e-35 0.11606000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040965909964440806 -0.00020927218136929164 4.798782560412116e-05 0.00025683851012612879 leaf_weight=11.730803545797242 20.421392809133977 192.25257295079064 1.6865117886336509 leaf_count=297 725 2041 33 internal_value=0 2.31881e-05 -0.00032445 internal_weight=0 212.674 13.4173 internal_count=3096 2766 330 is_linear=0 shrinkage=0.00039237 Tree=3144 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=7.44117 13.8065 9.96957 threshold=0.10100500000000003 -0.32783999999999996 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016939819354877485 -0.00047834394216417811 0.00015237615232086612 -8.8156666312129808e-05 leaf_weight=29.25273716961965 5.6021582735702387 83.041743121109903 109.05106446862919 leaf_count=178 104 669 2118 internal_value=0 0.000111962 -3.35881e-05 internal_weight=0 88.6439 138.304 internal_count=3069 773 2296 is_linear=0 shrinkage=0.00039237 Tree=3145 num_leaves=4 num_cat=0 split_feature=1375 52 2 split_gain=8.00909 8.47353 3.17933 threshold=-1.0000000180025095e-35 -0.51586999999999994 0.089985000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010321620598018668 -0.009623878722811282 0.0014338369746814406 -0.0017382362052954536 leaf_weight=7.1003989069722575 5.9905219891807056 201.15643672610167 7.6576174516230822 leaf_count=78 217 2733 59 internal_value=0 0.00110903 -0.00591451 internal_weight=0 207.147 14.758 internal_count=3087 2950 137 is_linear=0 shrinkage=0.00924399 Tree=3146 num_leaves=4 num_cat=0 split_feature=0 2 124 split_gain=8.49145 15.1549 10.007 threshold=-0.13338499999999998 0.083835000000000007 -0.048219999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013344115255646405 0.0051923680689296399 0.00099863085646198675 -0.0021008257774271523 leaf_weight=9.7287365472875518 18.26645943033509 62.388320649042726 128.4212961816811 leaf_count=53 185 383 2464 internal_value=0 0.00268217 -0.00118936 internal_weight=0 72.1171 146.688 internal_count=3085 436 2649 is_linear=0 shrinkage=0.00924399 Tree=3147 num_leaves=3 num_cat=0 split_feature=151 2 split_gain=7.56624 8.05992 threshold=-0.40941499999999992 0.088930000000000023 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.010991192443071306 -0.0018120119939437609 0.0020639541380213866 leaf_weight=5.5239066206850103 85.606381710327696 129.72073818603531 leaf_count=71 1606 1440 internal_value=0 0.000522867 internal_weight=0 215.327 internal_count=3117 3046 is_linear=0 shrinkage=0.00980979 Tree=3148 num_leaves=4 num_cat=0 split_feature=1 52 42 split_gain=8.18189 11.2796 3.65847 threshold=0.12856000000000004 0.17160000000000003 0.094525000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.4851072243788119e-05 0.0033168857909686269 -0.010068679312503848 0.012262336575007341 leaf_weight=178.66420726146316 17.905802190769467 11.582072837045414 6.1040965635329476 leaf_count=2472 195 335 71 internal_value=0 -0.00054824 0.00563747 internal_weight=0 190.246 24.0099 internal_count=3073 2807 266 is_linear=0 shrinkage=0.010006 Tree=3149 num_leaves=4 num_cat=0 split_feature=15 4 151 split_gain=10.8563 14.0339 8.42125 threshold=0.082805000000000004 0.15164000000000002 -0.29526499999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042824431149443538 -0.0003636797471251939 0.00029773683226977008 3.3933376602924798e-05 leaf_weight=6.1594586041755965 24.562038959178611 6.0841771764680734 188.5442498534685 leaf_count=76 1064 40 1924 internal_value=0 -0.000231763 1.90746e-05 internal_weight=0 30.6462 194.704 internal_count=3104 1104 2000 is_linear=0 shrinkage=0.00039237 Tree=3150 num_leaves=4 num_cat=0 split_feature=31 160 1 split_gain=8.37849 7.66536 0.0696364 threshold=-1.0000000180025095e-35 -0.25833999999999996 0.10165500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00049108498532383742 -0.0004074888852607948 -5.3713208560118398e-06 0.00035710229119326491 leaf_weight=2.4203812181949607 7.1419778438284984 212.92354292760137 4.3582497755996883 leaf_count=12 266 2750 79 internal_value=0 -1.86222e-05 0.000412145 internal_weight=0 220.066 6.77863 internal_count=3107 3016 91 is_linear=0 shrinkage=0.000384677 Tree=3151 num_leaves=4 num_cat=0 split_feature=1456 4 12 split_gain=8.69192 8.32196 2.56076 threshold=1.0000000180025095e-35 0.50500500000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.8512055951990138e-06 0.00016208904218136639 0.00035104439062738489 -0.00050126979689052149 leaf_weight=211.9362664683722 1.0225080305244771 10.896348524838684 6.8273629829636766 leaf_count=2674 10 180 253 internal_value=0 1.17683e-05 -0.000413798 internal_weight=0 222.833 7.84987 internal_count=3117 2854 263 is_linear=0 shrinkage=0.000400217 Tree=3152 num_leaves=4 num_cat=0 split_feature=376 3 42 split_gain=8.38315 10.437 2.55474 threshold=0.048375000000000008 -0.10075499999999998 -0.088249999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010915899104783139 -2.9541468991078385e-05 -8.8617809358497047e-05 0.00030833282049812688 leaf_weight=53.165744945872575 4.2692987248301533 152.44933918485185 14.370038179680703 leaf_count=426 19 2514 138 internal_value=0 -3.74472e-05 0.000231229 internal_weight=0 205.615 18.6393 internal_count=3097 2940 157 is_linear=0 shrinkage=0.000384677 Tree=3153 num_leaves=4 num_cat=0 split_feature=15 13 453 split_gain=9.10403 7.76161 7.16347 threshold=0.082805000000000004 0.09888000000000001 0.095100000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016845063463943833 -0.0089440403472898309 0.0049954542486437097 -0.014089121483433612 leaf_weight=186.19090303010307 22.71481827727985 7.1479788566939524 3.9319184552878133 leaf_count=1955 983 93 27 internal_value=0 -0.00560128 0.00135019 internal_weight=0 29.8628 190.123 internal_count=3058 1076 1982 is_linear=0 shrinkage=0.0117236 Tree=3154 num_leaves=3 num_cat=0 split_feature=156 42 split_gain=6.98556 6.94147 threshold=-1.0000000180025095e-35 -0.40652499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.010753633333380759 -0.020219463422049364 0.00089400571079449012 leaf_weight=4.8787669328739858 1.3380962908267964 216.8876184959081 leaf_count=163 6 2916 internal_value=0 0.000754242 internal_weight=0 218.226 internal_count=3085 2922 is_linear=0 shrinkage=0.00961745 Tree=3155 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=7.6078 10.921 threshold=1.0000000180025095e-35 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.006938017289968847 -0.0083666386812127763 -0.00027345787041577549 leaf_weight=23.566515718121082 9.9594457624480111 187.55428816314088 leaf_count=222 74 2802 internal_value=0 0.000534779 internal_weight=0 211.121 internal_count=3098 3024 is_linear=0 shrinkage=0.010006 Tree=3156 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=10.6838 8.57841 7.24175 threshold=0.10100500000000003 0.10274500000000002 0.090170000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011141743269032296 0.0001837764347654505 0.00022341596173367596 -4.6558768451903365e-05 leaf_weight=118.75460222753463 55.858574855607003 12.971271450631319 33.586500226054341 leaf_count=2218 536 58 243 internal_value=0 -7.82841e-05 9.73358e-05 internal_weight=0 131.726 89.4451 internal_count=3055 2276 779 is_linear=0 shrinkage=0.00039237 Tree=3157 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=7.51914 8.33041 4.98804 threshold=0.18595000000000003 0.0047850000000000011 -0.14078999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019712626901181997 -0.0042975475424146189 0.0039988796599945879 0.011272029455127513 leaf_weight=168.17006049142219 3.3732380606234065 35.923064096132293 10.755019804462789 leaf_count=2635 33 341 111 internal_value=0 -0.000918823 0.0075501 internal_weight=0 204.093 14.1283 internal_count=3120 2976 144 is_linear=0 shrinkage=0.0112684 Tree=3158 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=8.41708 13.2471 6.5218 threshold=0.09450500000000002 -0.11550499999999998 0.096440000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0044314672362341708 0.0041451681025697325 -0.0038335853519506089 -0.0013374420217805028 leaf_weight=27.39347237534821 66.158842564094812 89.069961253902875 36.375148481922224 leaf_count=178 673 1959 280 internal_value=0 -0.00188717 0.00220081 internal_weight=0 116.463 102.534 internal_count=3090 2137 953 is_linear=0 shrinkage=0.0104102 Tree=3159 num_leaves=4 num_cat=0 split_feature=130 4 49 split_gain=8.89631 8.02818 1.0038 threshold=0.085970000000000005 0.51074000000000008 -0.084324999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2088077059914594e-06 -1.7908053045816043e-05 0.00038584444560522648 -0.00045001205956653515 leaf_weight=206.2568182743853 0.98021526914089907 8.701122308149932 7.5895792620722187 leaf_count=2642 9 152 340 internal_value=0 1.17725e-05 -0.000401456 internal_weight=0 214.958 8.56979 internal_count=3143 2794 349 is_linear=0 shrinkage=0.000400217 Tree=3160 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=10.1124 9.60195 5.17531 threshold=-0.0048899999999999994 -0.10075499999999998 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01020330580540642 0.0054144279500020608 -5.9603221003181703e-05 0.006079533172544371 leaf_weight=13.650453197187746 50.186940821819007 148.75501897628419 2.6690250523388377 leaf_count=456 377 2217 17 internal_value=0 0.0013236 -0.00751699 internal_weight=0 198.942 16.3195 internal_count=3067 2594 473 is_linear=0 shrinkage=0.0108308 Tree=3161 num_leaves=4 num_cat=0 split_feature=15 0 0 split_gain=8.33014 7.31652 6.87553 threshold=0.084050000000000014 -0.075534999999999977 0.10483000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00079612027145507043 -0.0081820513774965749 0.0042215456192492926 0.014536288150033744 leaf_weight=119.13919460971374 24.582717710582077 72.124009662307799 2.148052690550684 leaf_count=1351 1015 693 15 internal_value=0 0.00109737 -0.00630341 internal_weight=0 191.263 26.7308 internal_count=3074 2044 1030 is_linear=0 shrinkage=0.0124412 Tree=3162 num_leaves=4 num_cat=0 split_feature=41 13 11 split_gain=8.55828 8.72394 3.11675 threshold=0.082980000000000012 0.26950500000000005 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015954184322921512 -0.0048984496566787999 -0.01145644425456213 -0.018086931392040009 leaf_weight=195.55488009011606 7.6051883236505073 7.4966584602370849 3.8534979904070497 leaf_count=2906 88 69 32 internal_value=0 0.0011075 -0.00946578 internal_weight=0 203.052 11.4587 internal_count=3095 2975 120 is_linear=0 shrinkage=0.0119581 Tree=3163 num_leaves=4 num_cat=0 split_feature=52 52 147 split_gain=7.69915 10.0821 8.2939 threshold=-0.077644999999999978 -0.092109999999999984 0.089090000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001835227657145617 -0.0016613141732068526 0.0082570421681844499 0.0067058995904954229 leaf_weight=43.355165896588005 134.84396256867331 27.222817856934853 14.077867045998572 leaf_count=606 2208 177 100 internal_value=0 0.00330573 -0.000865902 internal_weight=0 70.578 148.922 internal_count=3091 783 2308 is_linear=0 shrinkage=0.0104102 Tree=3164 num_leaves=4 num_cat=0 split_feature=484 1429 123 split_gain=9.37511 8.21786 5.88464 threshold=-1.0000000180025095e-35 0.084545000000000009 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010912575369382831 -0.00038014585813909161 0.0078106646287225872 0.011457340158716965 leaf_weight=15.451564741088079 181.09091581613757 18.448315014713444 1.7122039040550578 leaf_count=470 2442 156 15 internal_value=0 0.000381088 -0.00862123 internal_weight=0 199.539 17.1638 internal_count=3083 2598 485 is_linear=0 shrinkage=0.0117236 Tree=3165 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=10.7778 10.7795 9.9688 threshold=0.09450500000000002 -0.17568999999999999 -0.097724999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010529530995931935 -0.00029286302984388613 0.00013962656287630978 -0.00014050401840768999 leaf_weight=34.039272514404729 9.2910893540829402 92.198985991766676 85.65195073664654 leaf_count=269 119 797 1857 internal_value=0 9.97544e-05 -7.05675e-05 internal_weight=0 101.49 119.691 internal_count=3042 916 2126 is_linear=0 shrinkage=0.000384677 Tree=3166 num_leaves=4 num_cat=0 split_feature=159 1348 43 split_gain=8.79846 8.54109 8.18954 threshold=-0.032069999999999994 0.093505000000000019 -0.07440999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036650047033826792 0.00012078204823645653 0.00051970575312107351 -4.2722771457357586e-05 leaf_weight=15.563162337755786 74.443063281709328 1.775807887315749 128.25563504471211 leaf_count=403 1018 3 1626 internal_value=0 -0.000272986 1.73595e-05 internal_weight=0 17.339 202.699 internal_count=3050 406 2644 is_linear=0 shrinkage=0.00039237 Tree=3167 num_leaves=4 num_cat=0 split_feature=43 46 15 split_gain=8.36656 8.21808 1.02375 threshold=0.25537500000000007 0.084955000000000017 -0.23058999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020989365983201415 -0.0017447640101388698 -0.013921176016815204 -0.015041710038142257 leaf_weight=206.39443334989483 0.91883011441677798 5.4718491230159989 5.6366519613657138 leaf_count=2865 14 45 159 internal_value=0 -0.000162228 -0.0132386 internal_weight=0 211.866 6.55548 internal_count=3083 2910 173 is_linear=0 shrinkage=0.0114937 Tree=3168 num_leaves=4 num_cat=0 split_feature=160 482 15 split_gain=8.40139 8.32553 0.166421 threshold=-0.40187499999999993 0.10022500000000002 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002188479654826596 4.2978238786400274e-05 -0.00049131061025054726 -0.0004553276525209458 leaf_weight=0.86907582939602424 219.85754728631582 4.6612500492483369 5.5818399961572132 leaf_count=20 2757 111 210 internal_value=0 3.16465e-05 -0.000427746 internal_weight=0 224.519 6.45092 internal_count=3098 2868 230 is_linear=0 shrinkage=0.000400217 Tree=3169 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=7.42874 9.93288 6.66381 threshold=0.11584000000000001 0.099610000000000018 -0.22917499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9922672061433778e-05 -0.014344820201287745 -0.0095006489153623315 0.0057334701343843605 leaf_weight=154.01368168438785 2.5104628875851622 18.557227118173614 40.921690197661519 leaf_count=2319 11 353 423 internal_value=0 -0.00109847 0.004539 internal_weight=0 172.571 43.4322 internal_count=3106 2672 434 is_linear=0 shrinkage=0.0121972 Tree=3170 num_leaves=4 num_cat=0 split_feature=31 1456 39 split_gain=7.95936 8.19406 0.0814749 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08511500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012686849843613341 -0.00011174339325890973 -0.010516481799574861 0.0090539015558723651 leaf_weight=2.2060658782720557 206.11612282728311 7.4387384746805756 4.239485199097544 leaf_count=17 2752 269 74 internal_value=0 -0.000479492 0.0104927 internal_weight=0 213.555 6.44555 internal_count=3112 3021 91 is_linear=0 shrinkage=0.00980979 Tree=3171 num_leaves=4 num_cat=0 split_feature=13 52 12 split_gain=8.66007 11.6077 11.3686 threshold=-0.091404999999999986 0.11628500000000001 0.040165000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021192218917779975 4.3699980380736231e-05 -0.00035529968482082402 -0.00016300340870097055 leaf_weight=44.676526418770663 97.902972412761301 6.2377962176688007 70.279441570979543 leaf_count=396 652 88 1948 internal_value=0 0.000141802 -4.27274e-05 internal_weight=0 50.9143 168.182 internal_count=3084 484 2600 is_linear=0 shrinkage=0.00039237 Tree=3172 num_leaves=4 num_cat=0 split_feature=133 133 13 split_gain=9.36052 7.73724 0.110053 threshold=-0.39935999999999994 0.13493500000000003 -0.18997999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00067413031906812565 4.8373464489150558e-05 -0.00036504828391533182 -0.00045192958506706506 leaf_weight=1.1475313901901243 213.1125056212768 7.3950055465102187 3.7754729529842725 leaf_count=6 2575 330 165 internal_value=0 3.43306e-05 -0.000517563 internal_weight=0 220.508 4.923 internal_count=3076 2905 171 is_linear=0 shrinkage=0.000400217 Tree=3173 num_leaves=4 num_cat=0 split_feature=4 1348 13 split_gain=10.4169 9.34855 2.34726 threshold=-0.49977499999999991 0.084620000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012652585546841946 5.8305864369223825e-06 0.00037966369432066799 -0.00049308576768616441 leaf_weight=4.2531714960932732 210.00605084444396 10.27665120270103 6.8944398676976544 leaf_count=36 2940 61 99 internal_value=0 2.34547e-05 -0.00035588 internal_weight=0 220.283 11.1476 internal_count=3136 3001 135 is_linear=0 shrinkage=0.000384677 Tree=3174 num_leaves=4 num_cat=0 split_feature=43 150 15 split_gain=7.81004 7.22037 1.37796 threshold=0.25035000000000007 0.079335000000000017 -0.23798499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011930028577305054 0.00094990005983301153 0.0032995834729885715 -0.013723995087940364 leaf_weight=156.90191967308056 0.81075510010123242 54.167455137707293 5.559189546853303 leaf_count=2487 8 423 173 internal_value=0 -3.89169e-05 -0.0118722 internal_weight=0 211.069 6.36994 internal_count=3091 2910 181 is_linear=0 shrinkage=0.0106184 Tree=3175 num_leaves=4 num_cat=0 split_feature=1375 14 3 split_gain=9.4863 8.69025 3.5412 threshold=-1.0000000180025095e-35 0.073890000000000011 0.097615000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013621763111682495 0.00099150509655042927 -0.01418286773688832 -0.00052422400303417079 leaf_weight=9.9996965364553017 197.39893557020696 5.6672782439272842 4.4239680338650933 leaf_count=126 2840 100 21 internal_value=0 0.000560428 -0.00963952 internal_weight=0 203.066 14.4237 internal_count=3087 2940 147 is_linear=0 shrinkage=0.0121972 Tree=3176 num_leaves=4 num_cat=0 split_feature=484 1373 123 split_gain=7.17768 7.10414 5.73159 threshold=-0.0048899999999999994 0.099250000000000019 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031143636656679136 3.9255894880000793e-05 -0.00053099374918284445 0.00039822868090950183 leaf_weight=15.406117015925703 206.84492533642333 3.3072735751047722 1.878295887261628 leaf_count=465 2605 26 13 internal_value=0 3.00036e-05 -0.00023225 internal_weight=0 210.152 17.2844 internal_count=3109 2631 478 is_linear=0 shrinkage=0.00039237 Tree=3177 num_leaves=4 num_cat=0 split_feature=1429 403 43 split_gain=8.51063 7.72376 0.610701 threshold=-1.0000000180025095e-35 -0.088654999999999984 -0.074014999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0054203105109316297 -0.0085400435311230715 0.0017432499949618812 -0.014206806066714074 leaf_weight=1.4833693929249419 9.2051876814221014 207.00947730848566 4.3367475249106056 leaf_count=54 406 2592 93 internal_value=0 0.00130125 -0.012112 internal_weight=0 216.215 5.82012 internal_count=3145 2998 147 is_linear=0 shrinkage=0.0110474 Tree=3178 num_leaves=4 num_cat=0 split_feature=15 1 51 split_gain=8.57414 8.45515 7.5268 threshold=0.084580000000000016 0.12263000000000002 -0.40548499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014257067438044649 -0.010752554894436401 0.0051868721820251132 0.00080413729775636353 leaf_weight=4.9598172570113084 20.50148324639304 6.440833404660224 184.99306130700279 leaf_count=110 973 35 2027 internal_value=0 -0.00693638 0.00040271 internal_weight=0 26.9423 189.953 internal_count=3145 1008 2137 is_linear=0 shrinkage=0.0121972 Tree=3179 num_leaves=4 num_cat=0 split_feature=4 11 150 split_gain=7.56121 10.0066 5.77823 threshold=0.27150500000000005 0.080320000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.2267514739701832e-06 -0.00022916835473713355 -0.00040539166640670858 0.00024099285612932085 leaf_weight=182.53266750654439 4.7148696929216376 9.9162559523247165 32.432913961354643 leaf_count=2593 25 139 346 internal_value=0 -1.61545e-05 0.00018081 internal_weight=0 192.449 37.1478 internal_count=3103 2732 371 is_linear=0 shrinkage=0.000400217 Tree=3180 num_leaves=4 num_cat=0 split_feature=1 123 13 split_gain=7.41885 7.66432 4.59969 threshold=0.13130500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015108515533363048 0.01408322691285898 0.0063265874786036722 0.0023291654469018053 leaf_weight=175.7959958720603 8.0932896961458045 20.64213683269918 12.636989903636275 leaf_count=2692 153 183 86 internal_value=0 -0.000684142 0.00696906 internal_weight=0 196.438 20.7303 internal_count=3114 2875 239 is_linear=0 shrinkage=0.0121972 Tree=3181 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=7.24121 8.4266 threshold=-0.51586999999999994 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041408633472128393 0.00013187954418862415 -3.1396775695985745e-05 leaf_weight=5.9867111752973861 79.504985840874724 138.96703746495768 leaf_count=216 705 2127 internal_value=0 2.80588e-05 internal_weight=0 218.472 internal_count=3048 2832 is_linear=0 shrinkage=0.000400217 Tree=3182 num_leaves=4 num_cat=0 split_feature=456 1456 150 split_gain=8.74621 7.85251 4.9237 threshold=0.087055000000000007 1.0000000180025095e-35 0.088135000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9267470296881172e-05 -0.00050525839097840283 -0.00038781901726016803 6.2865469597578856e-05 leaf_weight=207.36792513832916 7.2973127800505591 6.4158933692960991 3.4051038948819041 leaf_count=2721 127 213 45 internal_value=0 3.59539e-05 -0.000325723 internal_weight=0 213.784 10.7024 internal_count=3106 2934 172 is_linear=0 shrinkage=0.00039237 Tree=3183 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=8.93549 9.99492 1.62753 threshold=-0.49977499999999991 -0.0033699999999999993 -0.52428499999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0051353070327983122 -0.00017003688433908822 0.0069730174995629758 -0.013939702077256259 leaf_weight=5.5791061948984861 177.45137467904715 28.815276946872473 5.3865763340145332 leaf_count=53 2742 208 87 internal_value=0 0.000831083 -0.0095574 internal_weight=0 206.267 10.9657 internal_count=3090 2950 140 is_linear=0 shrinkage=0.0112684 Tree=3184 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=8.49904 10.0886 9.12314 threshold=0.092120000000000021 -0.067014999999999977 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015434096774506211 1.2476349810729812e-05 0.00012121650703703577 0.00027678711609776347 leaf_weight=77.549992662563454 88.321180706261657 27.674911900889128 25.923119825311005 leaf_count=1611 1048 238 177 internal_value=0 -8.18155e-05 7.26633e-05 internal_weight=0 105.225 114.244 internal_count=3074 1849 1225 is_linear=0 shrinkage=0.00039237 Tree=3185 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=7.88694 8.51951 5.97106 threshold=-0.24269999999999997 -0.19153499999999998 0.11377500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031870058175652641 -0.00045299905728683656 -2.5322318550189762e-06 -0.00022897368983420321 leaf_weight=17.094244744628671 6.0455680494196704 197.64683208713541 3.3050791141577056 leaf_count=227 80 2721 23 internal_value=0 -1.61436e-05 0.000229201 internal_weight=0 203.692 20.3993 internal_count=3051 2801 250 is_linear=0 shrinkage=0.000377134 Tree=3186 num_leaves=4 num_cat=0 split_feature=4 457 14 split_gain=7.73785 8.01826 1.05398 threshold=0.50673000000000001 0.082870000000000013 -0.46697999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6068539182014756e-05 7.9885865696330022e-05 0.00013977703344870482 0.00037791380508177318 leaf_weight=174.01597903441871 2.4376116460189214 34.878699883818626 8.1322146179154498 leaf_count=2673 34 249 132 internal_value=0 -3.16425e-05 0.00031074 internal_weight=0 208.895 10.5698 internal_count=3088 2922 166 is_linear=0 shrinkage=0.00039237 Tree=3187 num_leaves=4 num_cat=0 split_feature=1 48 2 split_gain=7.86361 9.85252 4.15204 threshold=0.12313000000000002 0.12879500000000002 0.14059000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011295818419395783 0.0013961342554516842 -0.017351254830241566 0.010260488030053078 leaf_weight=179.30038105964195 17.507260099984709 4.7727458407171062 10.809648046735672 leaf_count=2758 178 42 127 internal_value=0 -0.00156048 0.00480708 internal_weight=0 184.073 28.3169 internal_count=3105 2800 305 is_linear=0 shrinkage=0.0112684 Tree=3188 num_leaves=4 num_cat=0 split_feature=13 447 13 split_gain=7.82713 7.76541 7.23646 threshold=-0.17030499999999998 0.084630000000000011 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0067499166755993992 -0.0013955370718616196 0.0085893009864881215 0.011446142802466978 leaf_weight=4.9541189875453737 181.2173873630818 15.207513513043521 18.519756456837058 leaf_count=37 2827 112 147 internal_value=0 -0.000618043 0.00759208 internal_weight=0 196.425 23.4739 internal_count=3123 2939 184 is_linear=0 shrinkage=0.0134667 Tree=3189 num_leaves=4 num_cat=0 split_feature=1429 42 157 split_gain=7.3104 8.06134 0.519704 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.089984999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.006301429846124678 -0.0042639257535322557 0.001767786690496817 -0.015041702588324858 leaf_weight=1.4823497734032569 34.944340769900009 177.35189391882159 3.8032221673056474 leaf_count=47 848 2090 89 internal_value=0 0.000773232 -0.012772 internal_weight=0 212.296 5.28557 internal_count=3074 2938 136 is_linear=0 shrinkage=0.0114937 Tree=3190 num_leaves=4 num_cat=0 split_feature=43 1 15 split_gain=8.60851 7.41734 1.11803 threshold=0.25537500000000007 0.10437000000000002 -0.23041999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015844414236565573 -0.0010262865756842669 0.0036363508705141681 -0.01765171272911217 leaf_weight=130.28889797104057 0.82770730834454287 74.444887943100184 5.2762253793189293 leaf_count=2210 20 667 158 internal_value=0 0.000314883 -0.0154564 internal_weight=0 204.734 6.10393 internal_count=3055 2877 178 is_linear=0 shrinkage=0.0132027 Tree=3191 num_leaves=4 num_cat=0 split_feature=15 13 148 split_gain=7.02527 12.9567 8.17601 threshold=0.078925000000000009 -0.18207999999999999 -0.084284999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01603010590796361 0.020225566353670035 -0.0096287629753603714 0.0013934896349452679 leaf_weight=5.7994622681289902 3.3477656086906782 29.175012913241517 179.2832898782799 leaf_count=72 16 1134 1872 internal_value=0 -0.00649683 0.00083817 internal_weight=0 32.5228 185.083 internal_count=3094 1150 1944 is_linear=0 shrinkage=0.0145768 Tree=3192 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=7.9694 12.1914 7.81222 threshold=0.0047850000000000011 0.11978500000000002 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.1141952587544908e-05 -0.00016267822538702662 -0.00045777119037438151 0.00023570081360736167 leaf_weight=170.37590518128127 10.699964031111447 11.93612034851685 29.167256898712367 leaf_count=2632 76 94 302 internal_value=0 -6.86832e-05 0.000128624 internal_weight=0 182.312 39.8672 internal_count=3104 2726 378 is_linear=0 shrinkage=0.000400217 Tree=3193 num_leaves=4 num_cat=0 split_feature=42 160 12 split_gain=8.48194 7.6615 1.50845 threshold=-0.108275 -0.40187499999999993 0.023990000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0065331556580774212 -0.014009592462683473 0.00097281757336516639 -0.018137829294274002 leaf_weight=3.7098715892061573 6.0202742465771726 199.61500190699007 4.5120493047870696 leaf_count=38 230 2685 158 internal_value=0 0.0005268 -0.0130597 internal_weight=0 205.635 8.22192 internal_count=3111 2915 196 is_linear=0 shrinkage=0.0132027 Tree=3194 num_leaves=4 num_cat=0 split_feature=1 50 43 split_gain=9.85298 7.49799 3.12216 threshold=0.12263000000000002 0.10114000000000002 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.7434931008166948e-05 -0.0002032240069671982 -0.00037002210453856462 0.00023109395818368821 leaf_weight=177.07231437065639 2.7149819433689144 10.303852791548705 28.171034419443458 leaf_count=2426 10 327 300 internal_value=0 -4.64836e-05 0.00019232 internal_weight=0 187.376 30.886 internal_count=3063 2753 310 is_linear=0 shrinkage=0.00039237 Tree=3195 num_leaves=4 num_cat=0 split_feature=52 52 151 split_gain=8.32077 7.47943 1.27035 threshold=-0.41845999999999994 -0.41304999999999997 -0.085989999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.4157795070431798e-05 0.0013443612488451611 2.6170843145724573e-05 -0.0004215628546830078 leaf_weight=1.0438297330401836 0.57974179834127326 216.87862561276415 7.6738918885821459 leaf_count=19 3 2790 273 internal_value=0 3.03752e-05 -0.000365946 internal_weight=0 217.458 8.71772 internal_count=3085 2793 292 is_linear=0 shrinkage=0.000400217 Tree=3196 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=11.9185 11.8379 9.4787 threshold=1.0000000180025095e-35 -0.059114999999999994 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029929900607229219 -9.492248119140276e-05 5.3067936580982019e-05 0.00010954330772507714 leaf_weight=38.89731358125573 54.089892716147006 25.047394882654771 109.98608583095483 leaf_count=1420 749 165 790 internal_value=0 -0.000161424 4.21196e-05 internal_weight=0 63.9447 164.076 internal_count=3124 1585 1539 is_linear=0 shrinkage=0.000400217 Tree=3197 num_leaves=4 num_cat=0 split_feature=484 43 123 split_gain=10.7266 8.44225 5.08851 threshold=-1.0000000180025095e-35 -0.07440999999999999 0.086990000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034497838045192524 0.00012498049100903756 -3.777154747825132e-05 0.00038885115414272068 leaf_weight=17.388604011735882 78.171120312646963 131.38282268249895 1.4946738984435786 leaf_count=495 971 1657 11 internal_value=0 2.29751e-05 -0.000284944 internal_weight=0 209.554 18.8833 internal_count=3134 2628 506 is_linear=0 shrinkage=0.00039237 Tree=3198 num_leaves=4 num_cat=0 split_feature=160 158 15 split_gain=8.54012 8.31696 0.180341 threshold=-0.40187499999999993 0.11079000000000001 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0072698572774809829 0.0013052158067468147 -0.017012987268205135 -0.016209313185574011 leaf_weight=0.78737980080768455 206.16961343330331 5.0776686978060743 5.995296968962065 leaf_count=18 2709 114 230 internal_value=0 0.000856129 -0.0153065 internal_weight=0 211.247 6.78268 internal_count=3071 2823 248 is_linear=0 shrinkage=0.014291 Tree=3199 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=9.01084 7.2767 threshold=-0.43271999999999994 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02526530107441767 0.001158703354194838 -0.014152252012236528 leaf_weight=2.5405623284168533 210.41986531042494 6.1632483017165205 leaf_count=17 2994 109 internal_value=0 0.000715916 internal_weight=0 216.583 internal_count=3120 3103 is_linear=0 shrinkage=0.0140108 Tree=3200 num_leaves=4 num_cat=0 split_feature=456 156 12 split_gain=8.49185 7.16765 2.83798 threshold=0.084065000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012689897918693634 0.0024759281189941696 0.0015609397539414981 -0.012414192941897434 leaf_weight=4.8593373125186181 2.1640279833227387 201.51156343606999 8.5785918135661614 leaf_count=159 19 2738 173 internal_value=0 0.00121868 -0.00942008 internal_weight=0 206.371 10.7426 internal_count=3089 2897 192 is_linear=0 shrinkage=0.0117236 Tree=3201 num_leaves=4 num_cat=0 split_feature=1 0 130 split_gain=8.8796 14.6381 10.2485 threshold=1.0000000180025095e-35 -0.084074999999999997 -0.068059999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0133108128120831 0.01297531387242184 0.00059668435822577651 8.4186527680070209e-05 leaf_weight=25.04549668985419 13.170728157274423 36.26002554729348 136.68641376262531 leaf_count=792 94 776 1401 internal_value=0 -0.00509893 0.00122601 internal_weight=0 61.3055 149.857 internal_count=3063 1568 1495 is_linear=0 shrinkage=0.0140108 Tree=3202 num_leaves=4 num_cat=0 split_feature=39 13 38 split_gain=8.08363 13.219 8.07772 threshold=0.0047850000000000011 -0.10462499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017626529224791217 0.00025640993841840486 -9.0769555079731688e-05 -0.00019055697940137278 leaf_weight=36.895662532187998 30.642599848564714 150.17710374633316 8.1156900357454997 leaf_count=280 296 2459 62 internal_value=0 -3.80293e-05 0.000162539 internal_weight=0 187.073 38.7583 internal_count=3097 2739 358 is_linear=0 shrinkage=0.000400217 Tree=3203 num_leaves=3 num_cat=0 split_feature=52 3 split_gain=7.77121 9.08904 threshold=-0.51586999999999994 -0.097724999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042004446905177198 0.00016634782473395716 -2.0715233398514709e-05 leaf_weight=6.324421932687982 55.360478004673496 166.33345374080818 leaf_count=219 387 2515 internal_value=0 2.60578e-05 internal_weight=0 221.694 internal_count=3121 2902 is_linear=0 shrinkage=0.000400217 Tree=3204 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=6.45453 11.1746 8.75701 threshold=-0.048794999999999991 -0.0064899999999999992 -0.42985499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027420479478472719 -0.00036744748709943562 -7.2776351275147559e-06 0.00013505234337615263 leaf_weight=9.2813425421481934 15.476099192455875 120.17915488407016 77.567188508925028 leaf_count=285 237 1893 667 internal_value=0 -4.86364e-05 9.1019e-05 internal_weight=0 135.655 86.8485 internal_count=3082 2130 952 is_linear=0 shrinkage=0.000400217 Tree=3205 num_leaves=4 num_cat=0 split_feature=4 160 13 split_gain=8.18969 9.82991 0.0591752 threshold=0.51026500000000008 -0.20907999999999996 -0.079544999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014195956156361678 0.010366424301718739 -0.00019543627996540281 0.01488270438808899 leaf_weight=10.250576208636629 2.1246137358248234 196.93352992396103 5.4942855960689476 leaf_count=305 64 2656 73 internal_value=0 -0.000895415 0.0137917 internal_weight=0 207.184 7.6189 internal_count=3098 2961 137 is_linear=0 shrinkage=0.0140108 Tree=3206 num_leaves=4 num_cat=0 split_feature=52 376 48 split_gain=10.0327 8.47623 4.86851 threshold=-0.32783999999999996 1.0000000180025095e-35 0.10327000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045604262150587257 -2.7758749133180172e-06 0.0002885313306190544 0.00019521324022715158 leaf_weight=10.463320373557506 186.07219435431762 17.391852071043104 2.1590503905899814 leaf_count=320 2621 153 22 internal_value=0 2.22697e-05 -0.000343909 internal_weight=0 203.464 12.6224 internal_count=3116 2774 342 is_linear=0 shrinkage=0.000400217 Tree=3207 num_leaves=3 num_cat=0 split_feature=43 0 split_gain=7.59411 7.96954 threshold=-0.59779499999999997 -0.10185499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.043953203959018493 0.0027021151027561844 -0.0024136759428093468 leaf_weight=0.56910921633243461 93.38241922063753 122.68490195606137 leaf_count=2 624 2496 internal_value=0 -0.000202421 internal_weight=0 216.067 internal_count=3122 3120 is_linear=0 shrinkage=0.0132027 Tree=3208 num_leaves=4 num_cat=0 split_feature=4 151 1348 split_gain=7.39061 9.43238 8.93643 threshold=0.27150500000000005 -0.22288499999999997 0.084895000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021481056065824422 -0.01435214126189713 0.0074686264997315946 0.013172191465854544 leaf_weight=173.76658303133445 3.9306863453239194 32.653690184932202 7.0796589963138095 leaf_count=2703 26 345 47 internal_value=0 0.00508753 -0.00154058 internal_weight=0 36.5844 180.846 internal_count=3121 371 2750 is_linear=0 shrinkage=0.0134667 Tree=3209 num_leaves=4 num_cat=0 split_feature=2 1429 150 split_gain=7.67952 8.70561 8.24913 threshold=0.092120000000000021 0.084545000000000009 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0036060576692510428 0.0011898598611090007 0.0084943758514952165 0.010366841070372871 leaf_weight=91.408887795638293 87.343747738166712 13.269695273716932 24.557410765904933 leaf_count=1768 1031 124 185 internal_value=0 -0.0020647 0.00321216 internal_weight=0 104.679 111.901 internal_count=3108 1892 1216 is_linear=0 shrinkage=0.0140108 Tree=3210 num_leaves=4 num_cat=0 split_feature=51 4 43 split_gain=9.96795 7.59351 0.146067 threshold=-0.39874999999999999 0.50673000000000001 -0.17562999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019279353592755889 0.00017879296138590726 0.011057564833921795 -0.013142462943357266 leaf_weight=1.6098338365554807 195.42047948745312 9.9241598206572217 4.3734215119620776 leaf_count=8 2785 174 113 internal_value=0 0.000710296 -0.0151175 internal_weight=0 205.345 5.98326 internal_count=3080 2959 121 is_linear=0 shrinkage=0.0121972 Tree=3211 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=6.97808 9.30593 threshold=-0.51586999999999994 -0.074249999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013287798006326327 -0.0019430397522135017 0.0036159864991102226 leaf_weight=6.4132246081717303 136.08590495277895 75.195420179283246 leaf_count=232 2129 776 internal_value=0 3.62955e-05 internal_weight=0 211.281 internal_count=3137 2905 is_linear=0 shrinkage=0.01269 Tree=3212 num_leaves=4 num_cat=0 split_feature=132 376 12 split_gain=8.75116 8.99211 6.61614 threshold=0.08018500000000002 0.048375000000000008 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7361243014935046e-05 0.00037807256036150331 0.00021514537709486925 -2.2536588279110188e-05 leaf_weight=170.08504540013382 13.135589804500343 17.007904274854809 11.285017959307877 leaf_count=2574 87 157 219 internal_value=0 -5.06578e-05 0.000193689 internal_weight=0 187.093 24.4206 internal_count=3037 2731 306 is_linear=0 shrinkage=0.000384677 Tree=3213 num_leaves=4 num_cat=0 split_feature=15 38 16 split_gain=8.80977 6.5117 6.48855 threshold=0.082805000000000004 1.0000000180025095e-35 -0.24404999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016985006709042973 0.0045465718959723442 -0.010207135477593493 -0.010497730560535703 leaf_weight=176.84134089952568 7.0250145064201233 9.0034936331212503 22.640655890398193 leaf_count=1920 57 71 1046 internal_value=0 0.00111592 -0.00693145 internal_weight=0 185.845 29.6657 internal_count=3094 1991 1103 is_linear=0 shrinkage=0.0137361 Tree=3214 num_leaves=3 num_cat=0 split_feature=1348 39 split_gain=8.57112 8.13485 threshold=0.084620000000000015 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.4938786158689682e-05 0.00033483553929716407 0.00013640655180837002 leaf_weight=170.68294313392835 10.385457055643199 37.60596242104657 leaf_count=2686 69 355 internal_value=0 -2.85327e-05 internal_weight=0 208.289 internal_count=3110 3041 is_linear=0 shrinkage=0.00039237 Tree=3215 num_leaves=4 num_cat=0 split_feature=42 160 52 split_gain=8.62344 7.99295 1.34221 threshold=-0.108275 -0.40187499999999993 0.090335000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028781871128787063 -0.00042029942928386362 4.1333277317177284e-05 -0.00067701631487033218 leaf_weight=6.5503906559897569 6.0708498047897583 212.48861819296144 1.8669067465234546 leaf_count=149 227 2741 40 internal_value=0 2.8302e-05 -0.000381895 internal_weight=0 218.559 8.4173 internal_count=3157 2968 189 is_linear=0 shrinkage=0.000400217 Tree=3216 num_leaves=4 num_cat=0 split_feature=1 3 13 split_gain=8.60576 11.2536 6.7052 threshold=0.10100500000000003 0.11456500000000001 -0.00059999999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0039757575501731283 0.0088193194750547672 0.013511159988949346 -0.00046905980085177576 leaf_weight=122.41026467725169 41.57617240678519 10.68157892860472 42.068342647980899 leaf_count=2285 464 39 332 internal_value=0 -0.00256213 0.00415342 internal_weight=0 133.092 83.6445 internal_count=3120 2324 796 is_linear=0 shrinkage=0.0164159 Tree=3217 num_leaves=4 num_cat=0 split_feature=474 124 16 split_gain=7.08583 7.12818 0.10877 threshold=-1.0000000180025095e-35 -0.50724999999999987 0.19578000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062262383231923577 -0.0006284063769885223 3.1841851900070664e-05 -0.00041090233679022634 leaf_weight=1.3637921391054977 2.5385634750127783 221.99740445771022 2.8323664511553943 leaf_count=35 20 2969 76 internal_value=0 2.40677e-05 -0.000494107 internal_weight=0 224.536 4.19616 internal_count=3100 2989 111 is_linear=0 shrinkage=0.000400217 Tree=3218 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=8.11922 8.98326 threshold=-0.42985499999999993 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042094211629371332 0.00012920595989099573 -4.3065411911848585e-05 leaf_weight=6.9104611232178277 73.916976635344326 140.40384124213597 leaf_count=259 634 2165 internal_value=0 1.63856e-05 internal_weight=0 214.321 internal_count=3058 2799 is_linear=0 shrinkage=0.000400217 Tree=3219 num_leaves=3 num_cat=0 split_feature=1373 1 split_gain=7.8464 8.07901 threshold=0.099250000000000019 0.076845000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00012342426476733383 -0.00058240623402972674 4.2222818605736965e-05 leaf_weight=64.344458446081262 3.5981173408217719 152.64951621880755 leaf_count=1625 27 1483 internal_value=0 -6.93425e-06 internal_weight=0 216.994 internal_count=3135 3108 is_linear=0 shrinkage=0.00039237 Tree=3220 num_leaves=4 num_cat=0 split_feature=1 158 47 split_gain=7.01339 10.7988 8.98513 threshold=0.10100500000000003 0.084965000000000027 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010702026137381548 0.0066541051492741993 -0.017235949114793831 -0.0040106746556632369 leaf_weight=119.37670158810215 57.128578389761969 10.21625883335946 26.530038477387279 leaf_count=2091 589 230 202 internal_value=0 -0.00235838 0.00327122 internal_weight=0 129.593 83.6586 internal_count=3112 2321 791 is_linear=0 shrinkage=0.0151657 Tree=3221 num_leaves=4 num_cat=0 split_feature=52 457 16 split_gain=8.40437 7.34801 1.51632 threshold=-0.41845999999999994 0.53894500000000012 0.22945500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0043683428670050145 0.0015345195568841987 -0.021401472295102659 -0.015676893475714052 leaf_weight=0.88434025656897386 208.80316993809538 3.0225593447685233 7.8286926981527358 leaf_count=43 2800 14 269 internal_value=0 0.00119611 -0.0136128 internal_weight=0 211.826 8.71303 internal_count=3126 2814 312 is_linear=0 shrinkage=0.0148684 Tree=3222 num_leaves=4 num_cat=0 split_feature=42 43 1 split_gain=8.78057 11.6844 9.3342 threshold=-1.0000000180025095e-35 -0.19537999999999997 0.081315000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040931468139035964 0.00041976469563748749 1.5327090789382222e-05 9.5399580097328408e-06 leaf_weight=14.750416868715545 11.625073032453654 174.73169004719239 18.237188829341903 leaf_count=592 81 2167 225 internal_value=0 4.07931e-05 -0.000178502 internal_weight=0 186.357 32.9876 internal_count=3065 2248 817 is_linear=0 shrinkage=0.00039237 Tree=3223 num_leaves=4 num_cat=0 split_feature=15 47 0 split_gain=8.54369 8.88258 7.37677 threshold=0.10347000000000002 0.086425000000000016 -0.018054999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022179800447510384 -0.017372945342764463 -0.00592053467924378 0.0079251986901554827 leaf_weight=157.0489067537128 11.615040417178532 40.213140978012234 3.5334438863210371 leaf_count=2360 245 393 39 internal_value=0 0.000556474 -0.0114572 internal_weight=0 197.262 15.1485 internal_count=3037 2753 284 is_linear=0 shrinkage=0.0154691 Tree=3224 num_leaves=3 num_cat=0 split_feature=43 12 split_gain=6.97335 7.54413 threshold=-0.59779499999999997 0.084045000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.044349822074645613 0.001837735616343488 -0.0035500890560883347 leaf_weight=0.60164866968989272 127.87873123458121 90.573005906073377 leaf_count=3 1050 2073 internal_value=0 -0.000396803 internal_weight=0 218.452 internal_count=3126 3123 is_linear=0 shrinkage=0.014291 Tree=3225 num_leaves=4 num_cat=0 split_feature=159 49 156 split_gain=9.84676 8.61903 7.57516 threshold=-0.032069999999999994 0.51735000000000009 0.11896500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01482256253287886 0.0017593850702759344 0.019725891212075963 -0.019394273990333961 leaf_weight=15.074305552057924 193.73543549625902 1.852033644914626 4.0258149221772319 leaf_count=412 2586 5 96 internal_value=0 -0.0109376 0.00131803 internal_weight=0 16.9263 197.761 internal_count=3099 417 2682 is_linear=0 shrinkage=0.0154691 Tree=3226 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=8.54947 16.5312 10.2252 threshold=-0.07087499999999998 -0.10726999999999999 -0.07440999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9575930595251123e-05 0.00029009464822043649 -0.00019482033619063334 1.5694995226308652e-06 leaf_weight=86.999609253369272 35.778874151408672 58.868687428825069 43.545977964764461 leaf_count=559 314 1734 490 internal_value=0 -3.12278e-05 0.000131932 internal_weight=0 145.868 79.3249 internal_count=3097 2293 804 is_linear=0 shrinkage=0.000400217 Tree=3227 num_leaves=4 num_cat=0 split_feature=12 16 3 split_gain=8.45364 14.8098 9.26767 threshold=0.080020000000000022 -0.17157499999999998 -0.010149999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024520868629769545 0.00016537081710506495 -0.00017665267672027093 4.4378465634482275e-06 leaf_weight=37.029031561687589 28.308066416764632 70.744712180807255 82.469322072574869 leaf_count=265 200 2017 592 internal_value=0 -7.88302e-05 7.92054e-05 internal_weight=0 99.0528 119.498 internal_count=3074 2217 857 is_linear=0 shrinkage=0.000400217 Tree=3228 num_leaves=4 num_cat=0 split_feature=1456 160 12 split_gain=9.70577 8.94409 1.09905 threshold=1.0000000180025095e-35 -0.40187499999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017413182868259446 0.0015373484112671267 0.0013568347926324633 -0.019391570755570145 leaf_weight=6.15260146948276 0.64368095470126707 200.68365532823373 6.4336460672202511 leaf_count=234 9 2660 254 internal_value=0 0.000789378 -0.0174938 internal_weight=0 206.836 7.07733 internal_count=3157 2894 263 is_linear=0 shrinkage=0.0154691 Tree=3229 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=9.92912 9.87518 6.50985 threshold=0.17769000000000004 0.0047850000000000011 -0.11980999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4650355591429076e-05 2.6335051784495848e-05 0.00014973554567292952 0.00052448666911909423 leaf_weight=169.18689861684106 7.5658705024980009 34.920412042993121 7.887240434996782 leaf_count=2627 76 334 75 internal_value=0 -3.61995e-05 0.000282535 internal_weight=0 204.107 15.4531 internal_count=3112 2961 151 is_linear=0 shrinkage=0.000384677 Tree=3230 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=7.64461 12.8733 10.86 threshold=1.0000000180025095e-35 0.10812000000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017150839470790152 -9.0779227674101149e-05 0.0003773697288484889 0.00012895420971303684 leaf_weight=59.611257423821371 55.27063390542753 7.6238350067287675 103.02699127234519 leaf_count=1553 744 22 754 internal_value=0 -0.000108747 5.22229e-05 internal_weight=0 67.2351 158.298 internal_count=3073 1575 1498 is_linear=0 shrinkage=0.000400217 Tree=3231 num_leaves=4 num_cat=0 split_feature=4 48 16 split_gain=8.81192 10.8511 10.248 threshold=0.28122000000000008 0.11978500000000002 -0.40801499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038010906542752831 0.00028304094534154547 -0.0003598877705913528 -1.107986921535376e-05 leaf_weight=12.846872386522589 28.067844709381461 4.8433261252939692 172.64045586943394 leaf_count=136 300 28 2602 internal_value=0 0.000187526 -3.68528e-05 internal_weight=0 32.9112 185.487 internal_count=3066 328 2738 is_linear=0 shrinkage=0.000400217 Tree=3232 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=7.49022 12.1165 9.9425 threshold=-0.11308999999999998 -0.048654999999999997 0.088160000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024422049619738474 -0.00018316921401586195 3.8325768949835226e-05 -0.00020858392930561017 leaf_weight=35.359287379309535 59.896710592263844 115.99674834008329 9.8517779861576837 leaf_count=247 1909 840 104 internal_value=0 -3.71681e-05 0.00014528 internal_weight=0 175.893 45.2111 internal_count=3100 2749 351 is_linear=0 shrinkage=0.000400217 Tree=3233 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=7.9156 8.98593 7.80993 threshold=-0.0048899999999999994 -0.10075499999999998 0.10117000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015403323294656986 0.0071777222464306156 -0.00063142674006951395 0.012321557711420492 leaf_weight=13.154631658573637 48.480619897134602 149.63598924688995 3.0362642034888259 leaf_count=472 369 2261 14 internal_value=0 0.00128251 -0.0101552 internal_weight=0 198.117 16.1909 internal_count=3116 2630 486 is_linear=0 shrinkage=0.0157784 Tree=3234 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=9.80589 12.2852 10.9407 threshold=1.0000000180025095e-35 -0.084074999999999997 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01340088550444187 -0.012511839736710393 0.00039140201528178946 0.00299510132335326 leaf_weight=22.707457802083809 10.252491869963704 34.407745938631706 144.0676779767964 leaf_count=765 155 770 1350 internal_value=0 -0.00510753 0.00195655 internal_weight=0 57.1152 154.32 internal_count=3040 1535 1505 is_linear=0 shrinkage=0.0145768 Tree=3235 num_leaves=4 num_cat=0 split_feature=2 9 1374 split_gain=8.93441 10.4018 7.17021 threshold=0.092120000000000021 -1.0000000180025095e-35 0.090240000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035386486020922651 9.0464834229134238e-05 -0.00012589009693289276 -0.00042165553852529733 leaf_weight=7.7089451579377046 111.31625108490698 97.84812404087279 4.4485041117295614 leaf_count=92 1167 1788 37 internal_value=0 -9.05152e-05 7.03971e-05 internal_weight=0 105.557 115.765 internal_count=3084 1880 1204 is_linear=0 shrinkage=0.000400217 Tree=3236 num_leaves=3 num_cat=0 split_feature=1375 133 split_gain=7.20043 6.47018 threshold=0.10347500000000001 0.13493500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001304304558535886 -0.021598404693642211 -0.015568327394037691 leaf_weight=200.92113531706855 4.0028623202815643 6.4689184554154044 leaf_count=2705 34 327 internal_value=0 0.000769896 internal_weight=0 207.39 internal_count=3066 3032 is_linear=0 shrinkage=0.0167442 Tree=3237 num_leaves=4 num_cat=0 split_feature=13 132 133 split_gain=9.33663 13.7867 8.53843 threshold=-0.090899999999999995 0.08018500000000002 -0.25351499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024835196775913677 -0.0051006557150401867 0.011486919012062578 0.0074548804005355341 leaf_weight=2.6332962752785525 144.15397951903287 17.662837464362383 45.386472996789962 leaf_count=52 2366 243 435 internal_value=0 -0.00328338 0.00563051 internal_weight=0 161.817 48.0198 internal_count=3096 2609 487 is_linear=0 shrinkage=0.0177691 Tree=3238 num_leaves=4 num_cat=0 split_feature=31 15 1 split_gain=6.85508 6.76476 0.0773637 threshold=-1.0000000180025095e-35 -0.25766499999999998 0.099515000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019866927863443577 0.0089226677258078223 -0.0010173880601180064 0.014057848089449529 leaf_weight=2.2243080288171759 17.77910971082747 194.2999990627286 3.6689285831525922 leaf_count=10 215 2821 77 internal_value=0 -0.00017982 0.0165799 internal_weight=0 212.079 5.89324 internal_count=3123 3036 87 is_linear=0 shrinkage=0.0154691 Tree=3239 num_leaves=4 num_cat=0 split_feature=2 1429 150 split_gain=8.67272 9.06919 7.80495 threshold=0.092120000000000021 0.084545000000000009 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010952613800407741 3.4972768976390746e-05 0.00024632646981483878 0.00027864703341209306 leaf_weight=93.285882185620721 90.491555381682701 12.970780956326051 27.343080259859562 leaf_count=1739 1031 122 183 internal_value=0 -6.58735e-05 9.17273e-05 internal_weight=0 106.257 117.835 internal_count=3075 1861 1214 is_linear=0 shrinkage=0.000400217 Tree=3240 num_leaves=4 num_cat=0 split_feature=1213 43 13 split_gain=8.54686 8.22127 2.93307 threshold=-1.0000000180025095e-35 0.25537500000000007 -0.10939499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013854145514486795 3.7049157359322306e-05 -0.00045480271882120273 -0.00044440519396304656 leaf_weight=1.593043548054992 200.98134108656086 5.4830498328665263 8.4837890844210033 leaf_count=13 2462 156 460 internal_value=0 2.37477e-05 -0.000351738 internal_weight=0 206.464 10.0768 internal_count=3091 2618 473 is_linear=0 shrinkage=0.000400217 Tree=3241 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=7.8892 10.1314 7.80324 threshold=0.10100500000000003 -0.12077499999999998 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014230951226252374 -0.00040903653078050965 -0.00011435197836685195 0.00012348956781029714 leaf_weight=30.767615177668631 4.3531115292571476 101.50484078767477 83.991097832564265 leaf_count=197 109 2070 692 internal_value=0 -5.45806e-05 9.67651e-05 internal_weight=0 132.272 88.3442 internal_count=3068 2267 801 is_linear=0 shrinkage=0.00039237 Tree=3242 num_leaves=4 num_cat=0 split_feature=52 151 3 split_gain=9.11656 6.55409 4.41457 threshold=-0.32783999999999996 -0.52342999999999995 -0.24462999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016082469714558466 -0.018695449008455184 0.00068090858729191977 -0.015747647336162685 leaf_weight=1.007819972001015 3.9885028637945643 192.77722509991145 11.438208869774824 leaf_count=6 44 2693 336 internal_value=0 0.000277735 -0.0130498 internal_weight=0 196.766 12.446 internal_count=3079 2737 342 is_linear=0 shrinkage=0.0151657 Tree=3243 num_leaves=4 num_cat=0 split_feature=12 16 474 split_gain=7.35907 11.8482 11.1788 threshold=0.080020000000000022 -0.17157499999999998 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044606414448954791 0.0063120555379633904 -0.0074907456290941952 0.015309628282686954 leaf_weight=99.697633432573639 25.755803178297356 69.801483300165273 18.041519754566252 leaf_count=743 201 2034 114 internal_value=0 -0.00376741 0.00273603 internal_weight=0 95.5573 117.739 internal_count=3092 2235 857 is_linear=0 shrinkage=0.0174207 Tree=3244 num_leaves=3 num_cat=0 split_feature=9 147 split_gain=7.88826 6.76015 threshold=-1.0000000180025095e-35 0.088565000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016176605348199907 -0.0025638099940520692 0.0083913319228273442 leaf_weight=6.799170931801199 184.03012599598151 16.433964127674699 leaf_count=96 2869 127 internal_value=0 -0.00166153 internal_weight=0 200.464 internal_count=3092 2996 is_linear=0 shrinkage=0.0164159 Tree=3245 num_leaves=4 num_cat=0 split_feature=4 1375 0 split_gain=8.65384 8.28556 0.311177 threshold=0.51074000000000008 -1.0000000180025095e-35 -0.18087499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032545760365206748 0.00019133190086652462 3.1940665660391877e-06 0.00042040142283012838 leaf_weight=13.005284313578157 1.4109724527224896 194.06758947914932 7.3351611932739598 leaf_count=128 16 2782 141 internal_value=0 -1.76117e-05 0.000386332 internal_weight=0 207.073 8.74613 internal_count=3067 2910 157 is_linear=0 shrinkage=0.000400217 Tree=3246 num_leaves=4 num_cat=0 split_feature=4 14 48 split_gain=7.25882 10.0867 9.13284 threshold=0.27150500000000005 -0.24402999999999997 0.12011000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.029590652453329789 0.010174501240436538 -0.00057606391790020759 -0.011704433532617917 leaf_weight=2.8025586176663628 28.758883217349648 176.65197058347985 5.325905703008174 leaf_count=21 333 2708 29 internal_value=0 -0.00104736 0.00672869 internal_weight=0 179.455 34.0848 internal_count=3091 2729 362 is_linear=0 shrinkage=0.0154691 Tree=3247 num_leaves=4 num_cat=0 split_feature=4 0 2 split_gain=9.02979 9.77549 1.59155 threshold=-0.49977499999999991 -0.060269999999999997 0.10573500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042546794226142731 -3.5700784978051995e-05 0.00016683237018286893 -0.00010725607944257501 leaf_weight=8.8473161589354259 153.7110332090524 50.659137398237363 3.6315380074083796 leaf_count=102 2505 411 40 internal_value=0 1.45669e-05 -0.000334641 internal_weight=0 204.37 12.4789 internal_count=3058 2916 142 is_linear=0 shrinkage=0.000400217 Tree=3248 num_leaves=4 num_cat=0 split_feature=123 133 133 split_gain=7.68479 10.3459 4.84805 threshold=1.0000000180025095e-35 0.10635000000000001 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3529400422733058e-06 -0.00024164865249237994 -0.00045703449525624632 0.00027625176914572197 leaf_weight=181.15901658881921 3.2398780379444387 8.3527594862971437 22.157255922909826 leaf_count=2386 32 410 242 internal_value=0 -2.4563e-05 0.000209413 internal_weight=0 189.512 25.3971 internal_count=3070 2796 274 is_linear=0 shrinkage=0.000400217 Tree=3249 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=9.28658 12.7157 7.43951 threshold=0.096585000000000018 -0.23098999999999997 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044244764296791898 0.0001015307891035585 -0.00012123338664347205 -0.00038514919833380743 leaf_weight=6.6913049807772031 95.925377367879264 111.64682661014376 5.2001392585225394 leaf_count=32 929 2083 69 internal_value=0 -8.89725e-05 7.61061e-05 internal_weight=0 118.338 101.126 internal_count=3113 2115 998 is_linear=0 shrinkage=0.000400217 Tree=3250 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=7.63245 13.5164 7.20182 threshold=0.097925000000000012 -0.23098999999999997 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040375250688393956 6.7877018261426385e-06 -0.00012141361445950618 0.00027170933505827331 leaf_weight=8.324009155854581 72.905932180874515 113.4783252007328 21.110347467474639 leaf_count=39 787 2117 165 internal_value=0 -8.51857e-05 6.65255e-05 internal_weight=0 121.802 94.0163 internal_count=3108 2156 952 is_linear=0 shrinkage=0.000400217 Tree=3251 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=10.9284 13.3673 5.38663 threshold=0.10384000000000002 -0.10462499999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0091567348031296077 0.0086610882234636546 -0.0062091051411277565 -0.0014791056436615913 leaf_weight=22.339095197152346 48.674025849904865 108.45286368514644 26.54284100048244 leaf_count=143 514 2213 183 internal_value=0 -0.00357905 0.00508589 internal_weight=0 130.792 75.2169 internal_count=3053 2356 697 is_linear=0 shrinkage=0.0181245 Tree=3252 num_leaves=3 num_cat=0 split_feature=158 1 split_gain=8.07052 8.20808 threshold=0.10858500000000001 0.12700000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0005296556346167878 -0.01850863919944121 0.0097523931629817096 leaf_weight=185.86339118285105 5.7857726280926718 22.436604954302311 leaf_count=2687 154 269 internal_value=0 0.000582498 internal_weight=0 208.3 internal_count=3110 2956 is_linear=0 shrinkage=0.016094 Tree=3253 num_leaves=4 num_cat=0 split_feature=376 44 3 split_gain=8.11527 8.6538 3.0713 threshold=0.048375000000000008 1.0000000180025095e-35 -0.0083549999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5891476651646441e-05 0.00037607853484579619 -0.00054095967344616833 2.6961988297354204e-05 leaf_weight=190.19655313919066 11.357906157150866 5.0525177791714659 6.256018389016389 leaf_count=2884 93 48 71 internal_value=0 -2.97811e-05 0.000253035 internal_weight=0 195.249 17.6139 internal_count=3096 2932 164 is_linear=0 shrinkage=0.000400217 Tree=3254 num_leaves=4 num_cat=0 split_feature=484 1 150 split_gain=7.50623 7.53656 5.7182 threshold=-0.0048899999999999994 0.10100500000000003 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003543127127398421 -3.4721185841257478e-05 0.00012563293883375928 0.00023345098970757293 leaf_weight=14.304009661136663 124.34128875820898 75.278377790004015 3.166259577497839 leaf_count=461 1905 707 21 internal_value=0 2.57863e-05 -0.00024698 internal_weight=0 199.62 17.4703 internal_count=3094 2612 482 is_linear=0 shrinkage=0.000400217 Tree=3255 num_leaves=3 num_cat=0 split_feature=1348 1 split_gain=8.4186 8.41793 threshold=0.084620000000000015 0.10504000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0036287660155781094 0.015292392193678981 0.0039264235243722627 leaf_weight=128.40092885133345 10.009752533864228 68.562627659877762 leaf_count=2392 68 649 internal_value=0 -0.000998083 internal_weight=0 196.964 internal_count=3109 3041 is_linear=0 shrinkage=0.0174207 Tree=3256 num_leaves=4 num_cat=0 split_feature=4 132 1 split_gain=8.13653 8.01205 0.0916118 threshold=0.51074000000000008 0.08018500000000002 0.11231500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.6523552653662276e-05 0.00025881699330008008 0.00019084654719681512 0.000410867307854657 leaf_weight=186.95755940536037 1.5461142361164082 24.682290191296488 6.3147856807336211 leaf_count=2677 11 295 136 internal_value=0 -1.87542e-05 0.000385016 internal_weight=0 211.64 7.8609 internal_count=3119 2972 147 is_linear=0 shrinkage=0.00039237 Tree=3257 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=8.4036 16.2107 10.6555 threshold=-0.10726999999999999 0.12879500000000002 -0.074479999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0060905500349554449 -0.0093081283356313653 -0.02102359080648971 0.00094401850780881813 leaf_weight=78.047368083382025 48.803824533417355 6.8993944423273197 74.731356200878508 leaf_count=524 1597 39 923 internal_value=0 0.00386356 -0.00311096 internal_weight=0 84.9468 123.535 internal_count=3083 563 2520 is_linear=0 shrinkage=0.0170791 Tree=3258 num_leaves=4 num_cat=0 split_feature=1 3 13 split_gain=7.5555 7.91975 3.41394 threshold=0.12856000000000004 -0.10075499999999998 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011818835207664781 0.00043724208914641709 -6.4057484968523768e-05 0.00011567735673815552 leaf_weight=52.11026250757277 7.851372275035831 142.07352824462578 16.113048649393022 leaf_count=415 139 2413 122 internal_value=0 -1.51109e-05 0.000222574 internal_weight=0 194.184 23.9644 internal_count=3089 2828 261 is_linear=0 shrinkage=0.000400217 Tree=3259 num_leaves=4 num_cat=0 split_feature=15 43 0 split_gain=8.2621 8.5097 7.60015 threshold=0.084580000000000016 0.25537500000000007 0.09395000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.6767329502884423e-05 -0.00026149292808407302 -0.00045654542969790957 0.00049498944668015948 leaf_weight=186.08448319660965 24.178727685939524 5.2096688036108381 2.2284246883355072 leaf_count=1963 993 111 15 internal_value=0 4.2529e-05 -0.000195835 internal_weight=0 191.294 26.4072 internal_count=3082 2074 1008 is_linear=0 shrinkage=0.000400217 Tree=3260 num_leaves=4 num_cat=0 split_feature=484 38 1 split_gain=6.87963 7.00466 0.160779 threshold=0.11975000000000001 0.10386000000000002 0.12435500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00090088779782478883 -0.019349030658823169 -0.021368557238151273 -0.030619636193548017 leaf_weight=206.8853791053989 2.507596420415211 4.634245984372682 1.2726137470453975 leaf_count=2968 106 39 8 internal_value=0 0.000401933 -0.023915 internal_weight=0 211.52 3.78021 internal_count=3121 3007 114 is_linear=0 shrinkage=0.0181245 Tree=3261 num_leaves=3 num_cat=0 split_feature=1213 1374 split_gain=6.61035 6.82628 threshold=-0.082704999999999987 0.09309000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043389848348963656 2.2893614942876272e-05 -0.00038909622114255041 leaf_weight=5.396256430190987 207.74092430929886 6.5358741050586096 leaf_count=289 2756 54 internal_value=0 1.01304e-05 internal_weight=0 214.277 internal_count=3099 2810 is_linear=0 shrinkage=0.000400217 Tree=3262 num_leaves=4 num_cat=0 split_feature=43 123 3 split_gain=8.5718 7.95688 0.83491 threshold=0.25537500000000007 1.0000000180025095e-35 0.17351000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001076443830911427 -0.01703302549714477 0.0094622327872361817 -0.034219068662797586 leaf_weight=179.36371864919784 4.4754580655717282 24.627067118883133 1.2100966591387985 leaf_count=2661 178 261 6 internal_value=0 0.000200345 -0.0212811 internal_weight=0 203.991 5.68555 internal_count=3106 2922 184 is_linear=0 shrinkage=0.0174207 Tree=3263 num_leaves=4 num_cat=0 split_feature=1456 1365 3 split_gain=8.329 8.79654 1.49941 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.15288999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015434230478829616 4.0289334400728279e-05 -0.00050656373123171084 -0.00042562335028353273 leaf_weight=0.72956035006791342 207.86354744061828 4.7090865666978052 7.738069973071104 leaf_count=6 2771 55 291 internal_value=0 2.79147e-05 -0.000374292 internal_weight=0 212.573 8.46763 internal_count=3123 2826 297 is_linear=0 shrinkage=0.000400217 Tree=3264 num_leaves=4 num_cat=0 split_feature=123 133 13 split_gain=9.34472 8.58785 8.26029 threshold=1.0000000180025095e-35 -0.0019149999999999998 -0.17030499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021060318527424093 -0.00032262420045692795 0.0003197516121278566 -5.947329450583481e-05 leaf_weight=20.227808427065611 3.8230878775939372 22.290756493806839 167.65187395398971 leaf_count=145 37 233 2665 internal_value=0 0.000224731 -3.02878e-05 internal_weight=0 26.1138 187.88 internal_count=3080 270 2810 is_linear=0 shrinkage=0.000400217 Tree=3265 num_leaves=4 num_cat=0 split_feature=14 13 3 split_gain=8.80284 8.47178 0.495801 threshold=0.077685000000000018 -0.090899999999999995 -0.13392999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001699119693598686 -0.00034641192740575503 -1.9861237345245991e-05 -0.00064065388937817802 leaf_weight=48.554366305237636 2.2074914537370205 166.807968361245 2.6247591476421794 leaf_count=448 57 2541 37 internal_value=0 2.299e-05 -0.000517126 internal_weight=0 215.362 4.83225 internal_count=3083 2989 94 is_linear=0 shrinkage=0.000400217 Tree=3266 num_leaves=3 num_cat=0 split_feature=51 160 split_gain=7.43352 7.2842 threshold=-0.40548499999999993 -0.40187499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020479640749761819 -0.018637820034135704 0.0013814582321264707 leaf_weight=5.192104739136993 5.7927055961336 204.30793347844156 leaf_count=118 242 2749 internal_value=0 0.000819871 internal_weight=0 210.101 internal_count=3109 2991 is_linear=0 shrinkage=0.0177691 Tree=3267 num_leaves=4 num_cat=0 split_feature=1 43 13 split_gain=8.23181 9.23047 4.82648 threshold=0.12700000000000003 0.25035000000000007 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.5666394824786226e-06 0.00046809426013002056 -0.00052540359869901617 9.1712599250088589e-05 leaf_weight=184.74273515975801 8.2837544609792548 5.61687207664363 15.802383281290529 leaf_count=2632 151 178 124 internal_value=0 -2.50872e-05 0.000222726 internal_weight=0 190.36 24.0861 internal_count=3085 2810 275 is_linear=0 shrinkage=0.000400217 Tree=3268 num_leaves=4 num_cat=0 split_feature=160 51 15 split_gain=7.69605 7.16403 0.188282 threshold=-0.40187499999999993 -0.40148999999999996 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019721288621732746 -0.00045522193037709775 3.5959077962036423e-05 -0.00045092167914655764 leaf_weight=0.78771771956235159 4.7561926400521761 207.36539520334918 5.4375393420923492 leaf_count=20 110 2738 223 internal_value=0 2.47115e-05 -0.00042287 internal_weight=0 212.122 6.22526 internal_count=3091 2848 243 is_linear=0 shrinkage=0.000400217 Tree=3269 num_leaves=4 num_cat=0 split_feature=12 131 3 split_gain=10.0208 11.0657 10.682 threshold=0.080020000000000022 0.08844500000000001 -0.015559999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026903686414711661 -4.5885520916117952e-05 -0.00041436202903046346 -1.4319789424276295e-06 leaf_weight=31.248738574795425 83.214797934168018 15.379705371800808 92.007269735448062 leaf_count=210 1892 377 673 internal_value=0 -0.000103769 6.73211e-05 internal_weight=0 98.5945 123.256 internal_count=3152 2269 883 is_linear=0 shrinkage=0.000400217 Tree=3270 num_leaves=3 num_cat=0 split_feature=1375 1 split_gain=6.67534 6.62048 threshold=-0.43271999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027245356188044797 -0.0048422888016094309 0.0020510467633383547 leaf_weight=2.7586047295480958 62.075787241512444 150.22412399714813 leaf_count=16 1586 1517 internal_value=0 3.39684e-05 internal_weight=0 212.3 internal_count=3119 3103 is_linear=0 shrinkage=0.0177691 Tree=3271 num_leaves=4 num_cat=0 split_feature=1 52 13 split_gain=7.31694 9.07955 3.9311 threshold=0.12856000000000004 0.17160000000000003 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044152445654029645 0.020760278454135302 -0.016699746131053555 0.0042104008037633645 leaf_weight=178.33897079282906 7.2297474644146886 12.455297990993129 15.018715425394474 leaf_count=2484 143 349 116 internal_value=0 -0.00151205 0.00966539 internal_weight=0 190.794 22.2485 internal_count=3092 2833 259 is_linear=0 shrinkage=0.018487 Tree=3272 num_leaves=4 num_cat=0 split_feature=43 0 457 split_gain=7.06596 9.60748 8.09319 threshold=-0.07440999999999999 -0.063819999999999988 0.082870000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2195193932459197e-05 -0.00010094965162329564 0.00027001176911993941 0.00014431383724899499 leaf_weight=51.498914040334057 113.98478467116365 28.928065458778292 25.204316088929772 leaf_count=1008 1742 215 136 internal_value=0 8.95436e-05 -5.64571e-05 internal_weight=0 80.427 139.189 internal_count=3101 1223 1878 is_linear=0 shrinkage=0.00039237 Tree=3273 num_leaves=4 num_cat=0 split_feature=14 43 51 split_gain=6.8576 7.27571 0.668258 threshold=0.077685000000000018 -0.59779499999999997 -0.042309999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013144528133323652 -0.00061137473952393735 5.8446547643189045e-06 -0.00030592187877014434 leaf_weight=0.57080435752868552 2.2172298422083259 207.85866332985461 3.2427708902396253 leaf_count=1 27 2972 70 internal_value=0 1.01322e-05 -0.000439755 internal_weight=0 208.429 5.46 internal_count=3070 2973 97 is_linear=0 shrinkage=0.000400217 Tree=3274 num_leaves=4 num_cat=0 split_feature=4 0 0 split_gain=7.90131 8.69585 0.246127 threshold=0.51074000000000008 -0.10726999999999999 -0.13625999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3646261345248441e-05 0.00021410587704364653 -9.954634966956789e-05 0.00041090179095622237 leaf_weight=83.20408200728707 1.6665383931249378 126.65721251926152 5.870208492036908 leaf_count=530 27 2463 119 internal_value=0 -3.48456e-05 0.000371157 internal_weight=0 209.861 7.53675 internal_count=3139 2993 146 is_linear=0 shrinkage=0.00039237 Tree=3275 num_leaves=4 num_cat=0 split_feature=376 1373 42 split_gain=8.77478 9.42219 3.4689 threshold=0.048375000000000008 0.085770000000000013 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.45408593164821e-06 -5.3074676161045733e-05 -0.00050101691488406669 0.00035014747541317842 leaf_weight=191.22685601620469 4.3193479701876667 6.0331356921233228 15.777885183226315 leaf_count=2853 19 53 155 internal_value=0 -1.32199e-05 0.000263672 internal_weight=0 197.26 20.0972 internal_count=3080 2906 174 is_linear=0 shrinkage=0.000400217 Tree=3276 num_leaves=4 num_cat=0 split_feature=39 48 42 split_gain=8.79111 14.3955 5.36641 threshold=0.0047850000000000011 0.11978500000000002 -0.0043149999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.347304262643542e-06 -7.7718569595143353e-05 -0.00047169602314044341 0.00026155581193908938 leaf_weight=166.38053218118148 9.9630314838141185 11.160343986703081 29.190977721940726 leaf_count=2620 65 91 299 internal_value=0 -3.40039e-05 0.000175249 internal_weight=0 177.541 39.154 internal_count=3075 2711 364 is_linear=0 shrinkage=0.000400217 Tree=3277 num_leaves=4 num_cat=0 split_feature=4 0 1 split_gain=9.77794 9.11358 2.79396 threshold=-0.49096999999999996 -0.0013399999999999998 0.10188500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021760595562680389 -0.00014383624404626973 0.011920592927089526 -7.9495557739434874e-05 leaf_weight=8.5888002580031735 175.02092847711174 25.396763537544757 2.792580794543027 leaf_count=95 2725 184 64 internal_value=0 0.00139076 -0.0164934 internal_weight=0 200.418 11.3814 internal_count=3068 2909 159 is_linear=0 shrinkage=0.0188567 Tree=3278 num_leaves=4 num_cat=0 split_feature=484 0 456 split_gain=8.16055 8.38035 1.66725 threshold=-0.083139999999999992 -0.07087499999999998 0.087470000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047712578679875767 -4.2750967703276949e-05 0.00012441231891777583 1.964048796017823e-05 leaf_weight=6.6255948785692445 142.23887358949287 72.39263468189165 1.2789261718280611 leaf_count=225 2081 743 40 internal_value=0 1.36667e-05 -0.000397599 internal_weight=0 214.632 7.90452 internal_count=3089 2824 265 is_linear=0 shrinkage=0.000400217 Tree=3279 num_leaves=3 num_cat=0 split_feature=1212 43 split_gain=6.83721 7.39633 threshold=-1.0000000180025095e-35 -0.59779499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020095147880648812 0.062555267004398799 0.0010389243695066886 leaf_weight=5.1525692228460676 0.55820423364639182 208.79570124362363 leaf_count=235 1 2867 internal_value=0 0.0012363 internal_weight=0 209.354 internal_count=3103 2868 is_linear=0 shrinkage=0.018487 Tree=3280 num_leaves=3 num_cat=0 split_feature=1375 1446 split_gain=9.02401 6.97398 threshold=-0.43271999999999994 0.091520000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030413846780092773 0.00068368621722538414 -0.021785426020832332 leaf_weight=2.9747996260412028 200.66470129555091 4.3464218211593098 leaf_count=17 2956 121 internal_value=0 0.000195689 internal_weight=0 205.011 internal_count=3094 3077 is_linear=0 shrinkage=0.0177691 Tree=3281 num_leaves=4 num_cat=0 split_feature=51 132 13 split_gain=9.50202 8.58821 0.684176 threshold=-0.24603999999999995 0.08018500000000002 0.41472500000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019057370110755652 -0.0014387695869790928 0.010908389216173254 -0.034730175539697275 leaf_weight=5.4100116702029473 181.05971275252523 25.654255657456815 1.6895497776567934 leaf_count=146 2670 308 10 internal_value=0 9.86515e-05 -0.0232685 internal_weight=0 206.714 7.09956 internal_count=3134 2978 156 is_linear=0 shrinkage=0.0200109 Tree=3282 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=6.82019 13.3216 8.3384 threshold=0.10100500000000003 -0.12077499999999998 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0091662915552976759 0.0090371589363708281 -0.0060256987100628491 -0.0040513788388545522 leaf_weight=28.540369924157858 55.073972295038402 98.844064408622216 28.281917264685035 leaf_count=183 580 2129 206 internal_value=0 -0.00261689 0.00459686 internal_weight=0 127.384 83.3559 internal_count=3098 2312 786 is_linear=0 shrinkage=0.0196185 Tree=3283 num_leaves=4 num_cat=0 split_feature=1456 15 12 split_gain=7.60519 7.24289 2.0647 threshold=1.0000000180025095e-35 -0.24269999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028667362947044608 0.0001591560811979985 1.2252870790306768e-05 -0.00048014115551048617 leaf_weight=16.600300068967044 0.88127319258637715 197.15347850107355 5.8430728971725321 leaf_count=239 9 2631 259 internal_value=0 3.37035e-05 -0.000395122 internal_weight=0 213.754 6.72435 internal_count=3138 2870 268 is_linear=0 shrinkage=0.000400217 Tree=3284 num_leaves=4 num_cat=0 split_feature=14 1373 48 split_gain=9.11151 8.12292 0.582478 threshold=0.077685000000000018 0.099250000000000019 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3493999821841853e-05 -0.00062367429092458125 -0.00055482627037751716 -0.00034290593970360899 leaf_weight=216.22221778973471 2.3621898093260825 3.5849290164187542 3.592653853353112 leaf_count=2990 18 25 92 internal_value=0 3.34582e-05 -0.000463737 internal_weight=0 219.807 5.95484 internal_count=3125 3015 110 is_linear=0 shrinkage=0.000400217 Tree=3285 num_leaves=4 num_cat=0 split_feature=41 39 12 split_gain=7.53643 7.10472 2.2525 threshold=0.082980000000000012 0.0047850000000000011 0.09117500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016305960721237794 -0.0085794969279750881 0.009337051239321539 -0.027342619236955849 leaf_weight=163.97375403234037 7.3603981044143421 35.298121275031008 3.503020104020834 leaf_count=2620 87 331 32 internal_value=0 0.00152405 -0.0148471 internal_weight=0 199.272 10.8634 internal_count=3070 2951 119 is_linear=0 shrinkage=0.0192338 Tree=3286 num_leaves=4 num_cat=0 split_feature=1375 38 16 split_gain=7.56211 6.95523 3.04411 threshold=-1.0000000180025095e-35 0.10208000000000002 -0.094434999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023511775168553902 0.0014854275892284762 -0.021271755561829836 -0.0051855033029753698 leaf_weight=6.6515703210607171 189.55118677817518 5.2020186363952226 7.3744228542782349 leaf_count=46 2900 42 96 internal_value=0 0.000865691 -0.0139938 internal_weight=0 194.753 14.026 internal_count=3084 2942 142 is_linear=0 shrinkage=0.0196185 Tree=3287 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=6.57287 7.59433 1.31696 threshold=-0.41845999999999994 0.09450500000000002 0.12323500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01906309303593063 -0.0029083983437432656 0.00417117862705487 0.0028401669193210879 leaf_weight=7.0224808566272241 110.08524085796671 90.665271339938045 1.0014648712240157 leaf_count=266 1978 813 25 internal_value=0 0.000289505 -0.0163279 internal_weight=0 200.751 8.02395 internal_count=3082 2791 291 is_linear=0 shrinkage=0.0181245 Tree=3288 num_leaves=4 num_cat=0 split_feature=47 52 0 split_gain=9.18776 15.829 11.1974 threshold=0.09252500000000001 -0.24600999999999998 -0.016814999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004329570578848693 -0.00030937091961493656 4.7298370097377312e-05 0.00036806436315040355 leaf_weight=11.650889410753733 27.931092645507306 167.78583062044345 4.4442753866314879 leaf_count=291 306 2455 21 internal_value=0 1.58647e-05 -0.000215429 internal_weight=0 179.437 32.3754 internal_count=3073 2746 327 is_linear=0 shrinkage=0.000400217 Tree=3289 num_leaves=4 num_cat=0 split_feature=43 2 4 split_gain=7.70019 7.6596 0.838173 threshold=0.25537500000000007 0.092120000000000021 0.27608500000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2508755397358209e-05 -0.00051677371729638515 7.8860034843759673e-05 -0.00016136709708856837 leaf_weight=101.92926664813422 4.84163166838698 112.55720321240369 1.521733410656452 leaf_count=1769 166 1158 16 internal_value=0 6.92555e-06 -0.000436042 internal_weight=0 214.486 6.36337 internal_count=3109 2927 182 is_linear=0 shrinkage=0.000400217 Tree=3290 num_leaves=4 num_cat=0 split_feature=150 43 151 split_gain=8.1708 12.9051 10.0448 threshold=0.081245000000000026 -0.069909999999999986 -0.051109999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7960297738499942e-05 0.00027131841759374446 -0.00012659457798033791 -8.4000132856567838e-05 leaf_weight=64.335664409562014 32.647776175290346 101.29420566599583 19.495230357162654 leaf_count=1089 256 1606 153 internal_value=0 -3.93634e-05 0.000138577 internal_weight=0 165.63 52.143 internal_count=3104 2695 409 is_linear=0 shrinkage=0.00039237 Tree=3291 num_leaves=4 num_cat=0 split_feature=15 147 40 split_gain=6.97788 7.54801 3.58408 threshold=0.10347000000000002 0.089245000000000005 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023756392909002208 0.0073979997108239888 0.015167743697952788 -0.01739354405707837 leaf_weight=186.31965788028901 2.4848073208704582 12.760333149693905 10.948273747111669 leaf_count=2712 15 105 260 internal_value=0 0.00120252 -0.0127844 internal_weight=0 199.08 13.4331 internal_count=3092 2817 275 is_linear=0 shrinkage=0.0188567 Tree=3292 num_leaves=4 num_cat=0 split_feature=3 3 49 split_gain=8.99992 14.8262 4.94068 threshold=-0.13170999999999997 -0.075579999999999994 0.0053950000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.4409793307725106e-05 -0.0002397437003264189 1.3586823755301047e-05 0.00041452914099045901 leaf_weight=29.005865130573511 50.039103537274059 122.2692519176635 8.4184557599946839 leaf_count=264 1602 1154 43 internal_value=0 -6.00894e-05 0.000151927 internal_weight=0 172.308 37.4243 internal_count=3063 2756 307 is_linear=0 shrinkage=0.00039237 Tree=3293 num_leaves=4 num_cat=0 split_feature=2 51 150 split_gain=8.47484 10.2438 8.28382 threshold=0.092120000000000021 -0.09021499999999999 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0078748370086097527 0.00069049172304478052 -0.0073487449044883661 0.013089317523647651 leaf_weight=20.674933795817196 82.027304346556775 76.701903622131795 26.227923559956253 leaf_count=197 1011 1669 198 internal_value=0 -0.00411116 0.00370488 internal_weight=0 97.3768 108.255 internal_count=3075 1866 1209 is_linear=0 shrinkage=0.0192338 Tree=3294 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=9.17743 8.28587 2.08942 threshold=0.17193000000000003 0.075180000000000011 -0.25766499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00089806518960029215 0.0044054296530127322 0.012438480191444756 -0.024485035653782988 leaf_weight=187.03346779284766 0.99061647243797768 18.06129816477187 6.5876987991505294 leaf_count=2767 12 125 205 internal_value=0 0.000282539 -0.0206994 internal_weight=0 205.095 7.57832 internal_count=3109 2892 217 is_linear=0 shrinkage=0.0188567 Tree=3295 num_leaves=3 num_cat=0 split_feature=151 482 split_gain=7.25741 7.41565 threshold=-0.52342999999999995 0.10022500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027274868045709232 0.0013767334508321121 -0.024932167257998177 leaf_weight=3.4761061281897119 209.5748404985643 4.0944654605118549 leaf_count=52 2992 94 internal_value=0 0.000859792 internal_weight=0 213.669 internal_count=3138 3086 is_linear=0 shrinkage=0.0196185 Tree=3296 num_leaves=4 num_cat=0 split_feature=4 1374 0 split_gain=6.83683 7.34601 0.239977 threshold=0.51026500000000008 0.09309000000000002 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00078788459013815317 0.011081500439163431 -0.021607046157946969 0.020973864233941503 leaf_weight=196.46590227528941 1.6759121492505071 5.9336349396035066 6.1572937206365159 leaf_count=2881 25 53 123 internal_value=0 0.000119761 0.0190434 internal_weight=0 202.4 7.83321 internal_count=3082 2934 148 is_linear=0 shrinkage=0.0200109 Tree=3297 num_leaves=4 num_cat=0 split_feature=39 0 42 split_gain=9.75316 12.6784 4.94144 threshold=0.0047850000000000011 -0.10726999999999999 -0.0043149999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7490633825515419e-05 -7.5509202432178183e-05 -0.00013321419513697834 0.00025883463663512488 leaf_weight=69.926696031354368 9.2711277111666259 102.91552028799197 29.275262698996812 leaf_count=434 61 2261 299 internal_value=0 -4.39249e-05 0.000178433 internal_weight=0 172.842 38.5464 internal_count=3055 2695 360 is_linear=0 shrinkage=0.000400217 Tree=3298 num_leaves=3 num_cat=0 split_feature=160 1213 split_gain=8.42395 8.50882 threshold=-0.40187499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021572437279739322 -0.014970031785091424 0.0029379371479466478 leaf_weight=5.6254359005833967 10.216076852986587 198.23535474197706 leaf_count=230 442 2400 internal_value=0 0.00205271 internal_weight=0 208.451 internal_count=3072 2842 is_linear=0 shrinkage=0.0192338 Tree=3299 num_leaves=4 num_cat=0 split_feature=1429 4 43 split_gain=6.75459 6.20226 0.546967 threshold=-1.0000000180025095e-35 0.51026500000000008 -0.07440999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019298409493679258 -1.4114141179632497e-06 0.00035509852390799862 -0.0004997006266466887 leaf_weight=1.4429886162397449 207.20411521359347 8.0106557831168157 4.2151709410245521 leaf_count=54 2834 144 95 internal_value=0 1.20362e-05 -0.000426742 internal_weight=0 215.215 5.65816 internal_count=3127 2978 149 is_linear=0 shrinkage=0.000400217 Tree=3300 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=7.75504 8.46301 2.44844 threshold=-0.24269999999999997 -0.19631499999999999 -0.46879999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.5491565841592385e-05 -0.00051952314964370339 -1.4653927662823204e-05 0.00030808081925840224 leaf_weight=3.1773728323169079 5.3574709326494476 192.59832581953378 15.269485970493404 leaf_count=39 74 2780 208 internal_value=0 -2.86037e-05 0.000241956 internal_weight=0 197.956 18.4469 internal_count=3101 2854 247 is_linear=0 shrinkage=0.000400217 Tree=3301 num_leaves=4 num_cat=0 split_feature=15 15 159 split_gain=7.09717 9.61417 4.24647 threshold=-0.24269999999999997 -0.095554999999999987 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0069973036743290369 -0.0099630914202143601 0.0011762379694952741 0.017504294291403242 leaf_weight=3.521218296140435 39.006828463170677 149.88752958324039 13.346939479932187 leaf_count=24 403 2454 209 internal_value=0 -0.00112858 0.0123772 internal_weight=0 188.894 16.8682 internal_count=3090 2857 233 is_linear=0 shrinkage=0.0200109 Tree=3302 num_leaves=4 num_cat=0 split_feature=1 3 42 split_gain=8.85764 14.8925 7.10403 threshold=0.090515000000000012 0.10812000000000001 -0.40652499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014133387398833781 -0.00080790015574580532 0.00036568789478818691 8.670811392334989e-05 leaf_weight=89.611144461901858 1.329262688755988 10.24173069745302 109.73594414186664 leaf_count=1960 6 28 1087 internal_value=0 -8.89782e-05 7.51983e-05 internal_weight=0 99.8529 111.065 internal_count=3081 1988 1093 is_linear=0 shrinkage=0.000400217 Tree=3303 num_leaves=4 num_cat=0 split_feature=3 39 11 split_gain=10.1077 13.5665 11.2731 threshold=-0.10643499999999999 0.0095750000000000019 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026455431844313722 -0.00012317627241014619 0.00014793275629414854 -0.00013833659233453231 leaf_weight=35.792090991511941 130.82287660811562 38.084991357987747 16.033872821368277 leaf_count=228 2312 354 170 internal_value=0 -6.19897e-05 0.000139879 internal_weight=0 168.908 51.826 internal_count=3064 2666 398 is_linear=0 shrinkage=0.000400217 Tree=3304 num_leaves=4 num_cat=0 split_feature=376 3 457 split_gain=9.09984 11.3133 2.34753 threshold=1.0000000180025095e-35 -0.097724999999999992 0.083585000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0061568231163737271 0.018061231426553574 -0.0047259901781224493 0.00010107326142628303 leaf_weight=53.42243585921824 12.516399611718954 133.90067779924721 3.7901291567832223 leaf_count=454 113 2430 45 internal_value=0 -0.00162051 0.0139159 internal_weight=0 187.323 16.3065 internal_count=3042 2884 158 is_linear=0 shrinkage=0.0200109 Tree=3305 num_leaves=4 num_cat=0 split_feature=15 38 1 split_gain=8.98666 10.1601 10.0623 threshold=0.084050000000000014 1.0000000180025095e-35 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014611680810302677 -0.019791259242990175 -0.022993575854377432 0.0063671162829445731 leaf_weight=172.02589450008236 18.197091839800127 6.6851561124203718 8.1274017998948676 leaf_count=1976 1035 59 50 internal_value=0 0.00053255 -0.0117224 internal_weight=0 178.711 26.3245 internal_count=3120 2035 1085 is_linear=0 shrinkage=0.0196185 Tree=3306 num_leaves=4 num_cat=0 split_feature=457 15 39 split_gain=7.27109 8.8733 8.66742 threshold=0.082870000000000013 -0.034374999999999996 0.0047850000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0040710482576843451 0.015670473452344201 -0.0061388583858555165 0.00744653138990993 leaf_weight=145.74799691035878 21.692247409373522 11.287990882527081 31.775774406851269 leaf_count=2563 145 104 306 internal_value=0 0.00821038 -0.00200607 internal_weight=0 32.9802 177.524 internal_count=3118 249 2869 is_linear=0 shrinkage=0.0200109 Tree=3307 num_leaves=4 num_cat=0 split_feature=159 15 147 split_gain=8.79077 8.33421 5.55742 threshold=-0.032069999999999994 -0.24269999999999997 0.10136000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018002735851928801 0.015531705436389246 0.00036738479174250468 0.015240319199094049 leaf_weight=13.966377036005726 15.010611316189168 179.86526561761275 2.1567213535308829 leaf_count=410 244 2458 6 internal_value=0 0.00154369 -0.0134815 internal_weight=0 194.876 16.1231 internal_count=3118 2702 416 is_linear=0 shrinkage=0.0196185 Tree=3308 num_leaves=4 num_cat=0 split_feature=2 15 150 split_gain=11.3413 9.57915 9.35906 threshold=0.092120000000000021 0.10347000000000002 0.090145000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.7059425685733012e-05 0.00011660998943030713 -0.00029593529918279707 -0.00042162528810202294 leaf_weight=89.907597663754132 103.34567743411753 9.7689427828881872 12.794374249875544 leaf_count=1745 1025 174 138 internal_value=0 8.07238e-05 -0.000102886 internal_weight=0 113.115 102.702 internal_count=3082 1199 1883 is_linear=0 shrinkage=0.000400217 Tree=3309 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=7.65086 13.5229 9.23065 threshold=-0.10643499999999999 -0.075754999999999975 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026904586839396398 -0.00020794910525927588 5.121803074453006e-05 -0.00011263351955288078 leaf_weight=36.651287279557437 42.748295477940701 130.13505749194883 13.946683491114525 leaf_count=237 1505 1169 158 internal_value=0 -1.29585e-05 0.000163824 internal_weight=0 172.883 50.598 internal_count=3069 2674 395 is_linear=0 shrinkage=0.000400217 Tree=3310 num_leaves=4 num_cat=0 split_feature=43 3 474 split_gain=7.43997 14.0369 11.3625 threshold=-0.07440999999999999 -0.078644999999999979 0.084655000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0031403357972750318 -0.0054184724219284571 0.014072776111460071 0.01229285641631698 leaf_weight=41.773994532646611 114.77964340976905 34.591386433457956 16.492961281794123 leaf_count=847 1739 385 149 internal_value=0 0.00466591 -0.00318466 internal_weight=0 76.3654 131.273 internal_count=3120 1232 1888 is_linear=0 shrinkage=0.0200109 Tree=3311 num_leaves=4 num_cat=0 split_feature=156 1 3 split_gain=7.64197 7.71587 0.662986 threshold=0.11896500000000002 0.10100500000000003 0.11535000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020407099493112597 -0.01865706567423446 0.0058944201555625082 -0.037433660053301843 leaf_weight=124.44524161389563 2.2972619328647848 80.859218635130674 1.5361627973616121 leaf_count=2262 80 741 15 internal_value=0 0.00108605 -0.0270302 internal_weight=0 205.304 3.83342 internal_count=3098 3003 95 is_linear=0 shrinkage=0.0200109 Tree=3312 num_leaves=4 num_cat=0 split_feature=1429 1213 157 split_gain=7.20714 6.69555 0.577248 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.089984999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0097081778681120962 -0.015011364957604696 0.0017075374211378276 -0.025358476788933465 leaf_weight=1.4073624761658718 9.5835729695972969 187.74952653818764 4.1046606937889001 leaf_count=44 472 2433 103 internal_value=0 0.000887524 -0.0216354 internal_weight=0 197.333 5.51202 internal_count=3052 2905 147 is_linear=0 shrinkage=0.0196185 Tree=3313 num_leaves=4 num_cat=0 split_feature=4 1374 1 split_gain=6.76794 7.27911 0.105338 threshold=0.51074000000000008 0.087785000000000016 0.11227500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054806531627581753 0.012444601283679605 -0.022203756018203371 0.020839215543407806 leaf_weight=193.69162512326147 1.4087187256664027 6.3097235378809264 5.1331367255188525 leaf_count=2884 11 69 125 internal_value=0 -0.00124331 0.0192714 internal_weight=0 200.001 6.54186 internal_count=3089 2953 136 is_linear=0 shrinkage=0.0200109 Tree=3314 num_leaves=4 num_cat=0 split_feature=403 484 15 split_gain=7.01071 6.55375 3.14469 threshold=-0.092224999999999988 0.11749000000000001 -0.17159499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030371330641385512 3.7396377350228226e-05 -0.0004767965699529604 -0.00042573336029134984 leaf_weight=0.99761893833056081 204.13599578628782 3.9374336696928358 7.6270323634380457 leaf_count=18 2612 121 361 internal_value=0 2.7415e-05 -0.000338547 internal_weight=0 208.073 8.62465 internal_count=3112 2733 379 is_linear=0 shrinkage=0.000400217 Tree=3315 num_leaves=3 num_cat=0 split_feature=124 3 split_gain=7.50945 8.97019 threshold=-0.50873999999999986 0.18595000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.034549266543096639 -0.00049962058219270734 0.015846367628868201 leaf_weight=2.1666013561189166 191.18848341406556 13.170171202160416 leaf_count=14 2953 146 internal_value=0 0.000561919 internal_weight=0 204.359 internal_count=3113 3099 is_linear=0 shrinkage=0.0192338 Tree=3316 num_leaves=4 num_cat=0 split_feature=51 1373 43 split_gain=8.64672 7.3851 0.142597 threshold=-0.39874999999999999 0.09586500000000002 -0.14968999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063289485986489299 2.5068446223183361e-05 -0.00059016399158079078 -0.00042498182621537612 leaf_weight=1.5505775865167377 211.56649687892059 3.0600837832316747 3.7060650715138754 leaf_count=10 2952 25 104 internal_value=0 1.59935e-05 -0.000498232 internal_weight=0 214.627 5.25664 internal_count=3091 2977 114 is_linear=0 shrinkage=0.000400217 Tree=3317 num_leaves=4 num_cat=0 split_feature=43 482 15 split_gain=6.99022 6.79983 0.729515 threshold=0.25537500000000007 0.09939000000000002 -0.24211499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010539543886735519 -0.0019851120424028814 -0.025867047971899221 -0.024844192783524663 leaf_weight=202.81657277356135 0.67935464344918717 3.8736942298710337 4.9998150975443414 leaf_count=2844 9 95 169 internal_value=0 0.000535681 -0.022201 internal_weight=0 206.69 5.67917 internal_count=3117 2939 178 is_linear=0 shrinkage=0.0204111 Tree=3318 num_leaves=4 num_cat=0 split_feature=1 39 0 split_gain=7.44019 11.318 9.62872 threshold=1.0000000180025095e-35 0.0047850000000000011 -0.06951499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024884495534910567 3.1737803008029488e-06 0.00028321579153619685 6.5999400466013015e-05 leaf_weight=34.570747206395026 121.83128201961517 28.418043718673289 28.147289330954663 leaf_count=1333 1220 285 259 internal_value=0 5.63122e-05 -0.00010768 internal_weight=0 150.249 62.718 internal_count=3097 1505 1592 is_linear=0 shrinkage=0.000400217 Tree=3319 num_leaves=4 num_cat=0 split_feature=376 132 52 split_gain=9.14954 8.47544 2.11603 threshold=0.048375000000000008 0.08018500000000002 -0.088019999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4173266563032644e-05 6.4295469631738114e-05 0.0001853927370142575 0.00035253028873360754 leaf_weight=174.48269468831131 6.1027013696730164 24.796141391852871 12.559281242080031 leaf_count=2640 48 308 109 internal_value=0 -3.30333e-05 0.00025922 internal_weight=0 199.279 18.662 internal_count=3105 2948 157 is_linear=0 shrinkage=0.000400217 Tree=3320 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=8.22999 10.287 threshold=0.27266500000000005 0.077550000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.5175713105598945e-05 -0.00049284598143978307 0.00022127506458507538 leaf_weight=178.65049175615422 5.4430105318315318 29.025438439159188 leaf_count=2734 50 305 internal_value=0 7.66572e-07 internal_weight=0 207.676 internal_count=3089 3039 is_linear=0 shrinkage=0.000400217 Tree=3321 num_leaves=4 num_cat=0 split_feature=14 43 16 split_gain=7.00586 7.26642 1.01065 threshold=0.077685000000000018 -0.59779499999999997 -0.19424999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.066232709084509733 -0.0086462306724445683 0.00068681998577455267 -0.02733700133241353 leaf_weight=0.56754392385482688 1.8467228803783653 207.17155345366336 3.7871417005080721 leaf_count=1 26 3011 74 internal_value=0 0.000901474 -0.0214982 internal_weight=0 207.739 5.63386 internal_count=3112 3012 100 is_linear=0 shrinkage=0.0200109 Tree=3322 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=7.47152 18.7236 16.5339 threshold=-0.10726999999999999 -0.074654999999999985 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0077063093474542908 -0.01243095682006717 0.0037719673554231919 -0.025258772995338567 leaf_weight=80.399122946197167 49.253429745847825 74.539455289952457 6.7716089189052573 leaf_count=524 1615 924 38 internal_value=0 -0.00268009 0.00511639 internal_weight=0 123.793 87.1707 internal_count=3101 2539 562 is_linear=0 shrinkage=0.0204111 Tree=3323 num_leaves=4 num_cat=0 split_feature=14 158 48 split_gain=7.90653 6.17833 0.925619 threshold=0.077685000000000018 0.11034000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024062793261004716 -0.032490597609626165 -0.020816037974699664 -0.014845446027064639 leaf_weight=202.01426738203736 2.2513916827738285 4.7772322811069889 3.4131169463507822 leaf_count=2893 19 131 83 internal_value=0 0.00185883 -0.0223525 internal_weight=0 206.791 5.66451 internal_count=3126 3024 102 is_linear=0 shrinkage=0.0204111 Tree=3324 num_leaves=4 num_cat=0 split_feature=12 16 474 split_gain=6.89441 10.6907 9.34456 threshold=0.084045000000000022 -0.17157499999999998 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.7390241158845878e-05 0.00013908829174147982 -0.00016815362506399504 0.00033528139327678911 leaf_weight=105.22518568538362 24.958464646944776 65.616938390186988 17.128507758257911 leaf_count=891 190 1889 124 internal_value=0 -8.34245e-05 6.21582e-05 internal_weight=0 90.5754 122.354 internal_count=3094 2079 1015 is_linear=0 shrinkage=0.000400217 Tree=3325 num_leaves=4 num_cat=0 split_feature=156 156 475 split_gain=7.56798 6.42279 0.483531 threshold=0.11896500000000002 -1.0000000180025095e-35 -0.058009999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022626205950861882 -0.015788263657352544 0.0017620737060342266 -0.032433783239150651 leaf_weight=4.4879929827875449 1.533850339008495 204.98682100116275 2.4828237062320104 leaf_count=159 54 2842 47 internal_value=0 0.00122775 -0.0266779 internal_weight=0 209.475 4.01667 internal_count=3102 3001 101 is_linear=0 shrinkage=0.0204111 Tree=3326 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=10.0817 9.00829 7.85333 threshold=0.10060500000000001 -0.0085199999999999981 0.096440000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019103660663436972 0.00019656846662522882 2.2144620762993275e-05 -5.6937797249228549e-05 leaf_weight=59.959901673370041 51.655710340943187 67.296767539461143 31.407596478005871 leaf_count=983 524 1322 242 internal_value=0 -7.83802e-05 0.000100766 internal_weight=0 127.257 83.0633 internal_count=3071 2305 766 is_linear=0 shrinkage=0.000400217 Tree=3327 num_leaves=4 num_cat=0 split_feature=15 16 49 split_gain=8.33988 13.396 7.0673 threshold=0.079530000000000017 -0.24404999999999996 -0.088329999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025771157376692578 0.00026393753994086486 -0.00035571630146111161 3.7329653674353288e-05 leaf_weight=13.975414963439105 7.2220608156640109 23.590587885293644 169.04354704805883 leaf_count=121 63 1077 1843 internal_value=0 -0.000210048 1.46564e-05 internal_weight=0 30.8126 183.019 internal_count=3104 1140 1964 is_linear=0 shrinkage=0.000400217 Tree=3328 num_leaves=4 num_cat=0 split_feature=484 2 150 split_gain=8.11997 6.5121 6.29214 threshold=-0.0048899999999999994 0.153865 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038485239318857456 3.9728486027352104e-06 0.00036482438328366167 0.00026430926201123975 leaf_weight=13.619901491329076 192.1565350353485 8.2470560390502197 2.8128041485324493 leaf_count=463 2559 97 15 internal_value=0 1.90181e-05 -0.000272698 internal_weight=0 200.404 16.4327 internal_count=3134 2656 478 is_linear=0 shrinkage=0.000400217 Tree=3329 num_leaves=4 num_cat=0 split_feature=480 133 15 split_gain=7.12007 6.94995 0.714236 threshold=0.08598500000000002 0.13493500000000003 -0.47129499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011981679367374484 -0.0035337819905724654 -0.019933759739102531 -0.024355626224382077 leaf_weight=194.26511576859048 0.83391779288649548 6.5957369306124738 5.2982792315306133 leaf_count=2576 9 325 203 internal_value=0 0.000493532 -0.0216382 internal_weight=0 200.861 6.1322 internal_count=3113 2901 212 is_linear=0 shrinkage=0.0204111 Tree=3330 num_leaves=4 num_cat=0 split_feature=3 50 0 split_gain=7.11879 8.81587 6.36864 threshold=0.17769000000000004 0.086500000000000007 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5381692069720045e-05 -0.00074110237513267709 -0.014804531012873713 0.028595657661262968 leaf_weight=176.40844286093488 5.914636907633394 18.530587112880312 6.3146016756072623 leaf_count=2403 66 535 72 internal_value=0 -0.00145606 0.014529 internal_weight=0 194.939 12.2292 internal_count=3076 2938 138 is_linear=0 shrinkage=0.0204111 Tree=3331 num_leaves=4 num_cat=0 split_feature=3 38 11 split_gain=7.35727 6.84815 5.60543 threshold=-0.15490999999999996 0.12641000000000005 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019640317236653028 -0.00045750961626359835 -0.032972619559384977 -0.0016308691954385545 leaf_weight=13.483400674071165 184.85541076090885 2.6266606748104087 8.2938086357898992 leaf_count=81 2865 16 118 internal_value=0 -0.000932461 0.0115723 internal_weight=0 187.482 21.7772 internal_count=3080 2881 199 is_linear=0 shrinkage=0.0204111 Tree=3332 num_leaves=4 num_cat=0 split_feature=1 0 130 split_gain=8.70813 11.5927 9.66648 threshold=1.0000000180025095e-35 -0.074179999999999982 -0.068059999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01459691595002335 0.020717170079279885 0.0030952298793157709 0.0014750584940499939 leaf_weight=32.046127579989843 11.7092147776857 29.598500281805173 136.44534610910341 leaf_count=1250 90 345 1417 internal_value=0 -0.00611187 0.00301033 internal_weight=0 61.6446 148.155 internal_count=3102 1595 1507 is_linear=0 shrinkage=0.0204111 Tree=3333 num_leaves=4 num_cat=0 split_feature=484 474 123 split_gain=8.09037 6.82433 5.81218 threshold=-0.0048899999999999994 -1.0000000180025095e-35 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016504122605047137 -0.025083645147601651 0.0024257368025887701 0.020022995182706959 leaf_weight=15.251844425452875 3.5697709009982637 189.35762134630932 1.8721776623278845 leaf_count=467 95 2526 15 internal_value=0 0.00190247 -0.0124065 internal_weight=0 192.927 17.124 internal_count=3103 2621 482 is_linear=0 shrinkage=0.0200109 Tree=3334 num_leaves=4 num_cat=0 split_feature=2 0 46 split_gain=8.05122 10.567 7.91541 threshold=0.092120000000000021 -0.23098999999999997 0.092020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045222703102548901 9.1765711384339334e-05 -0.0001176601629170126 -0.00045450160459184762 leaf_weight=5.4042665213346472 106.02084591297898 95.094435788865667 4.3158881701529017 leaf_count=31 1206 1841 30 internal_value=0 -8.65456e-05 6.9959e-05 internal_weight=0 100.499 110.337 internal_count=3108 1872 1236 is_linear=0 shrinkage=0.000400217 Tree=3335 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=7.64467 8.20803 threshold=-0.52342999999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029352259941176895 -0.0056609163727073036 0.0034244118120468677 leaf_weight=3.4387636524625114 57.645036637608428 146.43012665119022 leaf_count=49 1505 1509 internal_value=0 0.000856386 internal_weight=0 204.075 internal_count=3063 3014 is_linear=0 shrinkage=0.0204111 Tree=3336 num_leaves=4 num_cat=0 split_feature=402 1373 1 split_gain=8.33581 7.20967 4.67143 threshold=0.086255000000000012 0.099250000000000019 0.11179000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015011154025739947 -0.022850970139957814 -0.027758086601766038 0.010884945461970122 leaf_weight=193.0266539126751 9.4296057677711342 3.4615836152806869 2.0127118700183919 leaf_count=2719 320 25 35 internal_value=0 0.000970133 -0.0168688 internal_weight=0 196.488 11.4423 internal_count=3099 2744 355 is_linear=0 shrinkage=0.0204111 Tree=3337 num_leaves=4 num_cat=0 split_feature=14 43 16 split_gain=6.8322 6.66055 0.754472 threshold=0.077685000000000018 -0.59779499999999997 -0.15595499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.062896875660869322 -0.011847529578111436 0.00024578429041818167 -0.028199556607761328 leaf_weight=0.59744083881378074 2.1516543473117054 203.89345038414467 3.4138728338293722 leaf_count=1 33 3002 63 internal_value=0 0.000463146 -0.0222361 internal_weight=0 204.491 5.56553 internal_count=3099 3003 96 is_linear=0 shrinkage=0.0204111 Tree=3338 num_leaves=3 num_cat=0 split_feature=42 133 split_gain=7.72414 7.52152 threshold=-0.24552499999999997 0.13493500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00065156739044165246 3.8491793373731703e-05 -0.00038539720451683147 leaf_weight=2.6267986474558702 207.73587326443521 6.8168601994984774 leaf_count=20 2763 326 internal_value=0 2.48298e-05 internal_weight=0 214.553 internal_count=3109 3089 is_linear=0 shrinkage=0.000400217 Tree=3339 num_leaves=4 num_cat=0 split_feature=3 453 0 split_gain=6.82759 8.75467 7.76935 threshold=0.17769000000000004 1.0000000180025095e-35 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2739603403273432e-06 -2.7520617233357721e-05 -0.00046091259658735174 0.00054976830669147317 leaf_weight=193.54969863931183 7.3888753806240857 6.7611703770235172 7.4164897669106704 leaf_count=2882 78 74 69 internal_value=0 -1.70371e-05 0.000263618 internal_weight=0 200.311 14.8054 internal_count=3103 2956 147 is_linear=0 shrinkage=0.000400217 Tree=3340 num_leaves=4 num_cat=0 split_feature=133 13 1 split_gain=7.08908 7.39854 0.23576 threshold=-0.39935999999999994 -0.10462499999999998 0.11751000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021683932808680393 0.0081306998196232824 -0.001745337203639003 -0.035881138400764116 leaf_weight=3.1926744655356734 36.928718123584986 168.67134737985907 0.99998406507074822 leaf_count=159 276 2687 6 internal_value=0 3.20005e-05 -0.0259153 internal_weight=0 205.6 4.19266 internal_count=3128 2963 165 is_linear=0 shrinkage=0.0200109 Tree=3341 num_leaves=4 num_cat=0 split_feature=52 52 16 split_gain=7.73563 8.23847 1.53456 threshold=-0.41845999999999994 -0.41304999999999997 0.18829500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0072250090428595867 0.072466966618553522 0.0012830138187967838 -0.02097440019631289 leaf_weight=0.80632083979435076 0.54122636467218299 203.08280129317427 7.4216309416806325 leaf_count=38 3 2786 271 internal_value=0 0.00151194 -0.018151 internal_weight=0 203.624 8.22795 internal_count=3098 2789 309 is_linear=0 shrinkage=0.0200109 Tree=3342 num_leaves=4 num_cat=0 split_feature=12 49 474 split_gain=11.7001 13.8738 9.09485 threshold=0.080020000000000022 -0.073234999999999981 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.8682361301955484e-05 0.00016101231507181983 -0.00019659214256968044 0.00034107628793565497 leaf_weight=103.04593204695266 22.601346276700497 74.05893358081812 17.349448234308511 leaf_count=767 151 2114 110 internal_value=0 -0.000112887 7.39746e-05 internal_weight=0 96.6603 120.395 internal_count=3142 2265 877 is_linear=0 shrinkage=0.000400217 Tree=3343 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=8.85266 6.74119 3.25881 threshold=0.12856000000000004 0.10077000000000001 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00073978864180286575 0.020132266341364936 -0.015387303389642872 0.0043204072635850974 leaf_weight=173.63517402712023 10.313903371337803 14.046703691827132 11.497837253380565 leaf_count=2526 136 307 126 internal_value=0 -0.00184458 0.0118618 internal_weight=0 187.682 21.8117 internal_count=3095 2833 262 is_linear=0 shrinkage=0.0204111 Tree=3344 num_leaves=4 num_cat=0 split_feature=31 2 1 split_gain=7.94857 9.70117 0.0652312 threshold=-1.0000000180025095e-35 0.092120000000000021 0.097070000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051693969770581012 -0.00011918047312154763 5.5501846158567566e-05 0.00037232824486696124 leaf_weight=2.1650042012333861 93.05038571509067 112.21526838641148 4.0803158511407673 leaf_count=10 1776 1242 83 internal_value=0 -2.37064e-05 0.000430681 internal_weight=0 205.266 6.24532 internal_count=3111 3018 93 is_linear=0 shrinkage=0.000400217 Tree=3345 num_leaves=4 num_cat=0 split_feature=14 43 48 split_gain=7.83373 7.58661 0.637301 threshold=0.064610000000000015 -0.07440999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0059408068340142525 -0.032419173707433628 -0.0022327882600053483 -0.017136298164889124 leaf_weight=73.892420791089535 2.0985252186655998 131.05209841643227 3.6386851423885664 leaf_count=1212 17 1793 90 internal_value=0 0.000715823 -0.02324 internal_weight=0 204.945 5.73721 internal_count=3112 3005 107 is_linear=0 shrinkage=0.0204111 Tree=3346 num_leaves=4 num_cat=0 split_feature=1429 1456 2 split_gain=8.2301 6.86069 0.257047 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.107145 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020901032819653456 0.0014786005571226528 -0.020348872617879921 -0.033985641179801795 leaf_weight=3.8525019487133241 200.8099848209531 5.8248279612162142 1.2104770885780451 leaf_count=115 2720 239 30 internal_value=0 0.000852619 -0.024697 internal_weight=0 206.635 5.06298 internal_count=3104 2959 145 is_linear=0 shrinkage=0.0200109 Tree=3347 num_leaves=4 num_cat=0 split_feature=1375 43 160 split_gain=9.60319 7.09986 4.17675 threshold=-1.0000000180025095e-35 -0.074254999999999988 0.086095000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017639496697620318 0.0001291440168485215 -2.6607392015880923e-05 -0.00067669349520485707 leaf_weight=9.9265218423679453 75.55955420085229 123.12747072207276 3.6127082034945479 leaf_count=120 1138 1785 21 internal_value=0 3.26634e-05 -0.000314346 internal_weight=0 198.687 13.5392 internal_count=3064 2923 141 is_linear=0 shrinkage=0.000400217 Tree=3348 num_leaves=4 num_cat=0 split_feature=52 52 12 split_gain=9.15073 10.1067 1.40445 threshold=-0.40306999999999998 -0.048794999999999991 -0.07793499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.4328740038451182e-05 0.00013783823402606406 -4.7517349543773204e-05 -0.00042236862173062538 leaf_weight=0.88902125414460798 73.449494585045613 130.97620300127892 8.8971069987164793 leaf_count=8 626 2131 307 internal_value=0 1.91193e-05 -0.000374893 internal_weight=0 204.426 9.78613 internal_count=3072 2757 315 is_linear=0 shrinkage=0.000400217 Tree=3349 num_leaves=4 num_cat=0 split_feature=1 42 2 split_gain=10.8419 11.1701 9.97646 threshold=1.0000000180025095e-35 0.083775000000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1122055535914374e-05 -9.4401034257105703e-05 -0.0003741354595259789 0.00011893530751724756 leaf_weight=38.734941992210224 53.160362956579775 22.714202817296609 102.9207416754216 leaf_count=745 773 840 774 internal_value=0 -0.000152054 4.62585e-05 internal_weight=0 61.4491 156.081 internal_count=3132 1585 1547 is_linear=0 shrinkage=0.000400217 Tree=3350 num_leaves=4 num_cat=0 split_feature=31 2 1 split_gain=7.71344 7.98561 0.0660016 threshold=-1.0000000180025095e-35 0.14808000000000002 0.10016000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051342994373858395 -4.9506612258364955e-05 0.0002893149252337274 0.00036685810950721928 leaf_weight=2.1758914440870276 193.78416679101065 11.710169095080344 3.738815133459866 leaf_count=11 2844 132 79 internal_value=0 -3.00517e-05 0.000429316 internal_weight=0 205.494 5.91471 internal_count=3066 2976 90 is_linear=0 shrinkage=0.000400217 Tree=3351 num_leaves=4 num_cat=0 split_feature=131 132 40 split_gain=7.07565 7.59741 6.22645 threshold=0.092255000000000018 0.08018500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051825553810171002 0.019129418599496489 0.013550834139434073 -0.020955972469826851 leaf_weight=176.57370547694154 1.8081334587186564 17.470290002180263 10.675096507766282 leaf_count=2555 23 176 313 internal_value=0 0.000755506 -0.0150314 internal_weight=0 194.044 12.4832 internal_count=3067 2731 336 is_linear=0 shrinkage=0.0204111 Tree=3352 num_leaves=4 num_cat=0 split_feature=15 1374 50 split_gain=8.80362 9.37037 4.50936 threshold=-0.24269999999999997 0.090240000000000015 0.11377500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035460834956542697 -1.8102775200416124e-05 -0.00051605465047461347 -0.00018724885058998578 leaf_weight=14.375547482166441 193.2314975548652 6.1372539158910504 2.8893968658521763 leaf_count=223 2815 54 20 internal_value=0 -3.37125e-05 0.000263303 internal_weight=0 199.369 17.2649 internal_count=3112 2869 243 is_linear=0 shrinkage=0.000400217 Tree=3353 num_leaves=4 num_cat=0 split_feature=39 131 1 split_gain=8.17683 10.0124 8.24133 threshold=0.0047850000000000011 0.08844500000000001 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9396514774591296e-05 -0.00017750614950533166 -0.00035865804113517169 0.00026152034539215477 leaf_weight=157.20817282609642 8.9169732909649593 15.178335478994994 28.495574223343283 leaf_count=2323 68 379 286 internal_value=0 -4.94813e-05 0.000156665 internal_weight=0 172.387 37.4125 internal_count=3056 2702 354 is_linear=0 shrinkage=0.000400217 Tree=3354 num_leaves=4 num_cat=0 split_feature=1456 11 158 split_gain=6.7591 6.50312 2.46516 threshold=-1.0000000180025095e-35 0.087830000000000005 -0.47511999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021591708914031279 2.0756131217968436e-05 -0.0002774639504412527 -0.00042910057283943634 leaf_weight=1.0099799192976204 196.96976409608033 12.340301330201326 7.7740642193821241 leaf_count=12 2702 127 281 internal_value=0 3.03501e-06 -0.000353153 internal_weight=0 209.31 8.78404 internal_count=3122 2829 293 is_linear=0 shrinkage=0.000400217 Tree=3355 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=10.5724 14.6764 8.62075 threshold=0.076845000000000011 -0.083574999999999997 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036722901128335029 1.2778258276352832e-05 2.5483361966967558e-05 0.00025268133268427167 leaf_weight=25.602489435987081 119.94074839400128 37.397586999344639 29.883391361683607 leaf_count=845 1225 754 310 internal_value=0 -0.000134479 6.07814e-05 internal_weight=0 63.0001 149.824 internal_count=3134 1599 1535 is_linear=0 shrinkage=0.000400217 Tree=3356 num_leaves=4 num_cat=0 split_feature=456 482 52 split_gain=7.66022 6.36826 2.10058 threshold=0.08542000000000001 0.10752500000000001 -0.025454999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00089146235591535349 -0.003894955280901891 -0.026427154908772774 -0.023744893084141752 leaf_weight=191.898348262941 3.2907197894528508 3.5100832288153461 7.0577828718814981 leaf_count=2806 74 83 106 internal_value=0 0.00038589 -0.0175421 internal_weight=0 195.408 10.3485 internal_count=3069 2889 180 is_linear=0 shrinkage=0.0204111 Tree=3357 num_leaves=4 num_cat=0 split_feature=457 151 158 split_gain=6.35174 8.64014 7.44044 threshold=-0.0056599999999999992 0.082375000000000018 0.084965000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019604459839797216 0.001696017970221118 0.012766416373899662 -0.012714699946372246 leaf_weight=14.409997963346543 169.26183629879961 4.4137217272073022 16.25729689799482 leaf_count=212 2480 34 341 internal_value=0 -0.0119836 0.000426279 internal_weight=0 18.8237 185.519 internal_count=3067 246 2821 is_linear=0 shrinkage=0.0204111 Tree=3358 num_leaves=3 num_cat=0 split_feature=51 1365 split_gain=7.30524 7.43031 threshold=-0.40148999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023292261279815381 0.0011454884625577897 -0.025816445189196076 leaf_weight=5.1499304941389701 198.48541423171991 4.0671735676005474 leaf_count=118 2924 58 internal_value=0 0.00059014 internal_weight=0 202.553 internal_count=3100 2982 is_linear=0 shrinkage=0.0200109 Tree=3359 num_leaves=4 num_cat=0 split_feature=2 157 3 split_gain=6.56092 7.58531 0.171562 threshold=0.153865 -0.084489999999999996 -0.052554999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017837572488200761 0.021987056974994017 0.00064163472103507819 0.014790810457062041 leaf_weight=8.8360052376519871 3.0346441259607673 191.85728391358862 5.0066005028784257 leaf_count=228 19 2764 90 internal_value=0 -0.000181449 0.0177712 internal_weight=0 200.693 8.04124 internal_count=3101 2992 109 is_linear=0 shrinkage=0.0196185 Tree=3360 num_leaves=4 num_cat=0 split_feature=39 133 1 split_gain=6.74572 8.95973 8.67818 threshold=0.0047850000000000011 0.086935000000000012 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005670607667858105 -0.0086370657222134082 -0.016181193311590923 0.014040571194915672 leaf_weight=147.2449407382519 9.6773720338242111 16.97659649309935 24.99337924644351 leaf_count=2011 76 718 289 internal_value=0 -0.00219112 0.00770331 internal_weight=0 164.222 34.6708 internal_count=3094 2729 365 is_linear=0 shrinkage=0.0204111 Tree=3361 num_leaves=4 num_cat=0 split_feature=402 484 1 split_gain=8.19742 7.40754 5.18481 threshold=0.086140000000000008 0.11749000000000001 0.11179000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3164260118970994e-05 -0.00044250229843820752 -0.00048849587945125274 0.00017479763296689241 leaf_weight=203.63627671153517 9.1108595330733788 4.0146524908486745 2.7861342951655379 leaf_count=2656 307 117 40 internal_value=0 4.24344e-05 -0.000297656 internal_weight=0 207.651 11.897 internal_count=3120 2773 347 is_linear=0 shrinkage=0.000400217 Tree=3362 num_leaves=4 num_cat=0 split_feature=15 40 1429 split_gain=6.8454 9.37333 6.89093 threshold=0.10097000000000002 -0.082804999999999976 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021878794356124283 0.015609362728188803 -0.022825313579890538 0.0010269486475852679 leaf_weight=5.2997295967652454 3.2168288007378569 10.890684993355533 186.58381361246575 leaf_count=142 16 291 2686 internal_value=0 -0.0140074 0.000381913 internal_weight=0 14.1075 191.884 internal_count=3135 307 2828 is_linear=0 shrinkage=0.0200109 Tree=3363 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=7.22721 8.06214 threshold=-0.42985499999999993 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041500126914467494 0.00012586878866456018 -3.7178899551858284e-05 leaf_weight=6.1389636929379767 75.899658296257257 134.47766094381223 leaf_count=259 659 2168 internal_value=0 2.16809e-05 internal_weight=0 210.377 internal_count=3086 2827 is_linear=0 shrinkage=0.000400217 Tree=3364 num_leaves=4 num_cat=0 split_feature=42 160 12 split_gain=7.91522 8.71414 8.18807 threshold=-1.0000000180025095e-35 -0.091109999999999983 0.023990000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.9931418895379013e-06 -0.011650776556283909 0.003191180730343367 -0.020486458491959434 leaf_weight=17.915815135929734 18.29389327444369 157.57625635998556 14.746791772486175 leaf_count=127 406 1866 715 internal_value=0 0.0016409 -0.00928394 internal_weight=0 175.87 32.6626 internal_count=3114 2272 842 is_linear=0 shrinkage=0.0204111 Tree=3365 num_leaves=4 num_cat=0 split_feature=11 3 4 split_gain=8.76996 10.9393 4.08656 threshold=0.081130000000000022 -0.11550499999999998 0.36766000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025740177609395753 -0.00046848793957136116 -5.8159091218691482e-06 -6.0507543162782501e-05 leaf_weight=29.659327113069594 8.2281196499243361 167.98479010351002 7.512975398451089 leaf_count=181 132 2744 45 internal_value=0 3.3807e-05 -0.000275568 internal_weight=0 197.644 15.7411 internal_count=3102 2925 177 is_linear=0 shrinkage=0.000400217 Tree=3366 num_leaves=4 num_cat=0 split_feature=31 0 39 split_gain=7.52523 8.79619 0.0586745 threshold=-1.0000000180025095e-35 -0.11471499999999998 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050924879252968631 8.7670781282635286e-05 -8.178534735903832e-05 0.00036818795084067851 leaf_weight=2.2856219559907904 78.993181224679574 129.10016728792107 3.8264869260601699 leaf_count=18 499 2489 71 internal_value=0 -1.74465e-05 0.00042915 internal_weight=0 208.093 6.11211 internal_count=3077 2988 89 is_linear=0 shrinkage=0.000400217 Tree=3367 num_leaves=3 num_cat=0 split_feature=52 484 split_gain=7.05032 6.79076 threshold=-0.51586999999999994 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041771265611579384 -0.00021635552921147764 4.0474566182941262e-05 leaf_weight=5.9960991083644322 17.924681868113112 192.2590534031624 leaf_count=224 465 2406 internal_value=0 1.84683e-05 internal_weight=0 210.184 internal_count=3095 2871 is_linear=0 shrinkage=0.000400217 Tree=3368 num_leaves=4 num_cat=0 split_feature=4 133 39 split_gain=8.92256 7.39286 4.66232 threshold=-0.49367499999999992 -0.39935999999999994 0.085505000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025306376241664028 -0.026391487172676142 0.00133506858094508 0.0039700961965185941 leaf_weight=8.4891008697450143 3.9788960728328666 194.10292897501495 3.0394791811704627 leaf_count=129 168 2814 21 internal_value=0 0.000763527 -0.0176238 internal_weight=0 198.082 11.5286 internal_count=3132 2982 150 is_linear=0 shrinkage=0.0204111 Tree=3369 num_leaves=3 num_cat=0 split_feature=457 0 split_gain=6.33457 7.61076 threshold=0.53894500000000012 -0.10726999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0051078761284927641 -0.029565192578036428 -0.002982924384110235 leaf_weight=80.246636554133147 2.9048991799354544 121.82274160382804 leaf_count=548 13 2487 internal_value=0 0.000231177 internal_weight=0 202.069 internal_count=3048 3035 is_linear=0 shrinkage=0.0204111 Tree=3370 num_leaves=4 num_cat=0 split_feature=484 484 123 split_gain=7.62131 7.38301 4.20672 threshold=-0.0048899999999999994 0.11749000000000001 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016494724008238853 0.0014498934597221274 -0.026132139877651329 0.019959747278502339 leaf_weight=15.423285555560144 186.87818623904604 4.0205865054740562 1.3472656086087216 leaf_count=485 2491 127 11 internal_value=0 0.000854001 -0.0134532 internal_weight=0 190.899 16.7706 internal_count=3114 2618 496 is_linear=0 shrinkage=0.0204111 Tree=3371 num_leaves=3 num_cat=0 split_feature=124 1 split_gain=7.07624 7.62204 threshold=-0.50873999999999986 0.094655000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.034031346636214925 -0.0028622327550831095 0.0049977355503252946 leaf_weight=2.3645161390304557 114.07194326538593 93.370605800999328 leaf_count=18 2122 914 internal_value=0 0.000676354 internal_weight=0 207.443 internal_count=3054 3036 is_linear=0 shrinkage=0.0204111 Tree=3372 num_leaves=4 num_cat=0 split_feature=42 39 43 split_gain=9.35944 11.6852 7.43164 threshold=0.084050000000000014 0.084950000000000012 0.0035350000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00075873155603028888 -0.012610072443627482 0.01182108584808815 0.012017749424927773 leaf_weight=125.9330039487686 48.266800864133984 9.7175228153355402 22.215745333640371 leaf_count=1441 1239 138 266 internal_value=0 -0.00850079 0.0011648 internal_weight=0 57.9843 148.149 internal_count=3084 1377 1707 is_linear=0 shrinkage=0.0204111 Tree=3373 num_leaves=4 num_cat=0 split_feature=403 43 15 split_gain=9.49737 7.97042 0.956619 threshold=-0.088654999999999984 -0.07440999999999999 -0.14731999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.004209790861677944 0.0071723711606092328 -0.0014184556318896186 -0.022464059711073788 leaf_weight=0.56877223169431079 69.672175907937344 126.56896264420357 7.6705240770243091 leaf_count=17 1072 1599 398 internal_value=0 0.00163393 -0.020591 internal_weight=0 196.241 8.2393 internal_count=3086 2671 415 is_linear=0 shrinkage=0.0204111 Tree=3374 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=7.32545 7.34264 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042095716088200446 0.0012687287933741485 -1.7759549280214029e-05 leaf_weight=7.2032039128243914 0.60120064951479335 199.04773408407345 leaf_count=280 4 2801 internal_value=0 -1.31766e-05 internal_weight=0 199.649 internal_count=3085 2805 is_linear=0 shrinkage=0.000400217 Tree=3375 num_leaves=4 num_cat=0 split_feature=403 1212 15 split_gain=7.2632 6.85069 4.85211 threshold=-0.088654999999999984 -1.0000000180025095e-35 -0.17159499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036225764136571401 -0.00043419884126368654 4.7625335412617445e-05 -0.00044083464091089529 leaf_weight=1.3289793278090654 4.7284744014032176 202.02743587718578 7.9706337757525016 leaf_count=17 213 2490 386 internal_value=0 3.6377e-05 -0.000323123 internal_weight=0 206.756 9.29961 internal_count=3106 2703 403 is_linear=0 shrinkage=0.000400217 Tree=3376 num_leaves=4 num_cat=0 split_feature=14 43 3 split_gain=6.62509 6.77763 0.871865 threshold=0.073890000000000011 -0.07440999999999999 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001176209074811913 -0.00052989482920836554 -3.333423848187844e-05 -0.00019685830771155031 leaf_weight=74.899658565758727 3.5692394254729152 130.46456509386189 2.2117806603200725 leaf_count=1166 80 1811 31 internal_value=0 2.17556e-05 -0.000408639 internal_weight=0 205.364 5.78102 internal_count=3088 2977 111 is_linear=0 shrinkage=0.000400217 Tree=3377 num_leaves=4 num_cat=0 split_feature=403 453 4 split_gain=7.16949 6.6209 5.3896 threshold=-1.0000000180025095e-35 0.096095000000000014 0.31595000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030974954565381939 1.6666449923422648e-05 -0.00049042860054122786 0.00031701816993353037 leaf_weight=18.914875177259095 192.04456520319218 4.1026153806596986 2.3930748235434285 leaf_count=714 2341 27 20 internal_value=0 5.7863e-06 -0.000238069 internal_weight=0 196.147 21.308 internal_count=3102 2368 734 is_linear=0 shrinkage=0.000400217 Tree=3378 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=7.34718 9.39713 7.6638 threshold=0.094695000000000015 -0.074179999999999982 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014141647186587586 -0.00041670793195064371 9.4974797329781899e-05 0.00011332242988488798 leaf_weight=76.974175005918369 4.4728447468951336 41.306676521198824 94.393099654931575 leaf_count=1726 119 454 816 internal_value=0 -5.88509e-05 8.88988e-05 internal_weight=0 118.281 98.8659 internal_count=3115 2180 935 is_linear=0 shrinkage=0.000400217 Tree=3379 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=8.54739 8.04429 threshold=-0.42985499999999993 0.085880000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042277605264274518 -8.3277257720451638e-05 8.1234571032856378e-05 leaf_weight=7.0987226828001431 75.312011367641389 128.99611563049257 leaf_count=270 1617 1199 internal_value=0 2.05799e-05 internal_weight=0 204.308 internal_count=3086 2816 is_linear=0 shrinkage=0.000400217 Tree=3380 num_leaves=4 num_cat=0 split_feature=13 132 0 split_gain=6.83729 8.44273 7.95277 threshold=-0.17030499999999998 0.08018500000000002 -0.14197999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011751936917378743 -0.0024954309721370647 0.0109065319774104 0.017677816469204945 leaf_weight=4.8342122174799469 161.4732548892498 22.172209331765771 17.086859268136322 leaf_count=45 2595 278 131 internal_value=0 -0.000871702 0.011161 internal_weight=0 183.645 21.9211 internal_count=3049 2873 176 is_linear=0 shrinkage=0.0204111 Tree=3381 num_leaves=4 num_cat=0 split_feature=403 15 15 split_gain=7.11323 6.86043 0.738826 threshold=-0.092224999999999988 0.10347000000000002 -0.14731999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.1345723903646045e-05 3.6349084314169477e-05 -0.0002567598590788138 -0.00042371356326559247 leaf_weight=0.64439189573749889 187.86626803991385 13.612707318097817 6.5951858039479694 leaf_count=20 2451 269 352 internal_value=0 1.64139e-05 -0.000384377 internal_weight=0 201.479 7.23958 internal_count=3092 2720 372 is_linear=0 shrinkage=0.000400217 Tree=3382 num_leaves=3 num_cat=0 split_feature=1375 52 split_gain=7.34138 6.53637 threshold=-0.43271999999999994 -0.057374999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029720721987644024 0.0055662017522721142 -0.001944277413238086 leaf_weight=3.1847719824872902 79.022092792438343 123.70405247074086 leaf_count=18 936 2151 internal_value=0 0.000984743 internal_weight=0 202.726 internal_count=3105 3087 is_linear=0 shrinkage=0.0204111 Tree=3383 num_leaves=4 num_cat=0 split_feature=484 1373 150 split_gain=6.95274 6.85935 5.31712 threshold=-0.0048899999999999994 0.099250000000000019 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017357806818902456 0.001719831845610023 -0.027411129090239284 0.013650413224240135 leaf_weight=14.239875429659152 187.15406838286435 3.317377781495451 2.6578132938593617 leaf_count=475 2577 25 17 internal_value=0 0.00119666 -0.0124228 internal_weight=0 190.471 16.8977 internal_count=3094 2602 492 is_linear=0 shrinkage=0.0204111 Tree=3384 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=6.87256 12.1023 6.28174 threshold=-0.10462499999999998 0.0047850000000000011 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0099486059716110183 -0.003871039710157623 0.010279188837764361 0.011762508967132107 leaf_weight=6.5599762974306932 134.13695839629509 30.883880189619958 33.535197562305257 leaf_count=80 2476 315 244 internal_value=0 -0.00121763 0.00819254 internal_weight=0 165.021 40.0952 internal_count=3115 2791 324 is_linear=0 shrinkage=0.0204111 Tree=3385 num_leaves=4 num_cat=0 split_feature=43 3 13 split_gain=8.68341 11.7742 7.44707 threshold=-0.07440999999999999 -0.078644999999999979 -0.11557999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010002454419643278 0.0060235197658713565 0.015282213251743055 -0.0053591701376904007 leaf_weight=43.241115349228494 31.163552165031433 32.211312620667741 102.17678952246206 leaf_count=846 246 374 1638 internal_value=0 0.00596323 -0.00269605 internal_weight=0 75.4524 133.34 internal_count=3104 1220 1884 is_linear=0 shrinkage=0.0204111 Tree=3386 num_leaves=4 num_cat=0 split_feature=484 1212 123 split_gain=8.04641 7.70123 4.6599 threshold=-0.0048899999999999994 -1.0000000180025095e-35 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031424772686338245 -0.00043369551053914964 6.0940404399145609e-05 0.00039942486238168088 leaf_weight=14.636207273346374 5.0643961583264163 195.34020903619239 1.5312491534277786 leaf_count=463 223 2417 13 internal_value=0 4.82053e-05 -0.000244372 internal_weight=0 200.405 16.1675 internal_count=3116 2640 476 is_linear=0 shrinkage=0.000400217 Tree=3387 num_leaves=4 num_cat=0 split_feature=484 2 3 split_gain=6.8679 7.54691 0.228173 threshold=0.11912000000000002 0.092235000000000025 0.12745000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.141520859648288e-05 -0.00040807093617720148 8.085309404730386e-05 -0.00066798292374409447 leaf_weight=101.01427105389303 2.5242176132742311 107.51126043114346 1.4321375936269758 leaf_count=1796 107 1172 7 internal_value=0 7.0923e-06 -0.00051795 internal_weight=0 208.526 3.95636 internal_count=3082 2968 114 is_linear=0 shrinkage=0.000400217 Tree=3388 num_leaves=3 num_cat=0 split_feature=121 12 split_gain=6.77439 7.64094 threshold=0.087880000000000014 0.085685000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0039701336252120469 -0.031139429831162708 -0.0040988166837703198 leaf_weight=133.50088284816593 2.6531476192176333 77.001853199442849 leaf_count=1281 21 1794 internal_value=0 0.0010179 internal_weight=0 210.503 internal_count=3096 3075 is_linear=0 shrinkage=0.0204111 Tree=3389 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=7.61585 7.7063 threshold=-0.50873999999999986 -0.24426999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.036865238456443343 0.013055542930094637 -0.000644773010578037 leaf_weight=2.1738122515380374 18.69654500298202 188.74302070954582 leaf_count=16 153 2935 internal_value=0 0.000596415 internal_weight=0 207.44 internal_count=3104 3088 is_linear=0 shrinkage=0.0204111 Tree=3390 num_leaves=4 num_cat=0 split_feature=43 0 47 split_gain=9.35122 12.2417 10.3921 threshold=-0.06705499999999999 -0.071104999999999988 0.077065000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6822819750331339e-05 -9.1130006383861325e-06 0.00030093786218940915 -0.00028771111091011541 leaf_weight=50.592603038996458 102.15326285292394 31.393259321921505 27.03504034737125 leaf_count=1039 1495 309 230 internal_value=0 0.000105096 -6.76135e-05 internal_weight=0 81.9859 129.188 internal_count=3073 1348 1725 is_linear=0 shrinkage=0.000400217 Tree=3391 num_leaves=4 num_cat=0 split_feature=484 150 42 split_gain=7.27302 8.28929 7.84913 threshold=-0.0048899999999999994 0.097030000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018706485715481651 -0.0069267001475694047 0.018010132819813177 0.0038150549129808346 leaf_weight=13.881133503018647 34.448298255330883 3.0416742581874123 157.46102183387848 leaf_count=475 812 17 1819 internal_value=0 -0.0120321 0.00188396 internal_weight=0 16.9228 191.909 internal_count=3123 492 2631 is_linear=0 shrinkage=0.0204111 Tree=3392 num_leaves=4 num_cat=0 split_feature=482 401 13 split_gain=6.16214 6.41907 0.107119 threshold=0.099580000000000016 0.087020000000000014 -0.018539999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017012124173350237 -0.018309863545820201 -0.018108911263264624 -0.028557417960735056 leaf_weight=195.32136505591916 1.8616211863700303 6.9489740706048897 2.0919161000056183 leaf_count=2752 87 230 22 internal_value=0 0.001011 -0.0243693 internal_weight=0 202.27 3.95354 internal_count=3091 2982 109 is_linear=0 shrinkage=0.0204111 Tree=3393 num_leaves=4 num_cat=0 split_feature=3 11 1 split_gain=6.87106 12.6554 10.9451 threshold=-0.097724999999999992 0.081130000000000022 0.094695000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01273332024880613 -0.0080464569243406947 -0.0095091855615408657 0.002897944390233768 leaf_weight=35.045662402408198 77.777435999392765 15.197578880004583 74.376310281921178 leaf_count=284 1853 168 756 internal_value=0 0.00599922 -0.00269838 internal_weight=0 50.2432 152.154 internal_count=3061 452 2609 is_linear=0 shrinkage=0.0204111 Tree=3394 num_leaves=4 num_cat=0 split_feature=457 9 52 split_gain=9.5448 8.66712 7.02477 threshold=0.072090000000000015 -1.0000000180025095e-35 -0.089949999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021582855937888581 -0.014973747975952766 -0.0038106533838117304 0.012696488342914361 leaf_weight=5.6871169223450115 4.3120417995378366 164.00498399109347 28.654882733244449 leaf_count=84 50 2738 202 internal_value=0 -0.00294594 0.00903881 internal_weight=0 169.692 32.9669 internal_count=3074 2822 252 is_linear=0 shrinkage=0.0204111 Tree=3395 num_leaves=4 num_cat=0 split_feature=31 2 1 split_gain=6.7546 7.4282 0.0518041 threshold=-1.0000000180025095e-35 0.015500000000000002 0.099515000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.026014078118596674 -0.0074318541423969492 0.0020348299717127265 0.018809991461063484 leaf_weight=2.1242677532136431 44.307932011084631 155.01610198372509 3.8124247924424708 leaf_count=11 673 2346 82 internal_value=0 -7.25193e-05 0.0218216 internal_weight=0 199.324 5.93669 internal_count=3112 3019 93 is_linear=0 shrinkage=0.0204111 Tree=3396 num_leaves=4 num_cat=0 split_feature=480 42 15 split_gain=7.2873 7.15493 1.43522 threshold=0.08598500000000002 -0.108275 -0.47129499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015238643801998703 0.0020299963197743551 0.0024796355452752325 -0.024168576183717372 leaf_weight=9.8806239338591677 1.0112579669803379 190.93032059207326 5.5119566636276422 leaf_count=186 9 2708 192 internal_value=0 0.00159983 -0.0201414 internal_weight=0 200.811 6.52321 internal_count=3095 2894 201 is_linear=0 shrinkage=0.0204111 Tree=3397 num_leaves=4 num_cat=0 split_feature=480 4 15 split_gain=7.29763 6.71661 1.1366 threshold=0.086640000000000009 0.50590000000000013 -0.47129499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0861561849933489e-06 -1.5438416157783642e-06 0.00038191510475068169 -0.00048581092773355912 leaf_weight=194.67125896923244 0.90800643153488625 7.8590945950709274 5.2691205862211055 leaf_count=2686 8 161 191 internal_value=0 2.18342e-05 -0.000415921 internal_weight=0 202.53 6.17713 internal_count=3046 2847 199 is_linear=0 shrinkage=0.000400217 Tree=3398 num_leaves=4 num_cat=0 split_feature=133 33 43 split_gain=6.46169 6.53752 0.178786 threshold=-0.39935999999999994 -1.0000000180025095e-35 0.50145000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019105869480324139 -0.02390548951817055 0.0011153062258814717 -0.030775199601308471 leaf_weight=2.1547406434547147 4.3341569425538173 202.38038053995115 1.8636200542096046 leaf_count=125 42 2912 41 internal_value=0 0.000578041 -0.0252054 internal_weight=0 206.715 4.01836 internal_count=3120 2954 166 is_linear=0 shrinkage=0.0204111 Tree=3399 num_leaves=4 num_cat=0 split_feature=156 403 3 split_gain=6.86492 6.95511 0.601668 threshold=0.11896500000000002 -0.088654999999999984 0.11410500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032228378269312584 -0.0003502897403119954 3.7491013707340415e-05 -0.00070552579669865717 leaf_weight=8.8837115337373671 2.3132795355049889 199.13233568333089 1.5526408655568955 leaf_count=396 76 2573 16 internal_value=0 2.1961e-05 -0.000508804 internal_weight=0 208.016 3.86592 internal_count=3061 2969 92 is_linear=0 shrinkage=0.000400217 Tree=3400 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=9.05216 11.6785 9.0206 threshold=1.0000000180025095e-35 0.11456500000000001 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001980316171231662 -0.00025166403351566872 0.00036942358536087058 7.6758434115393033e-05 leaf_weight=53.993184223305434 14.705730222165583 6.4042003992944947 139.69596324209124 leaf_count=1543 187 18 1367 internal_value=0 -0.00013729 4.53187e-05 internal_weight=0 60.3974 154.402 internal_count=3115 1561 1554 is_linear=0 shrinkage=0.000400217 Tree=3401 num_leaves=4 num_cat=0 split_feature=52 43 47 split_gain=8.39469 6.38057 4.26181 threshold=-0.24600999999999998 -0.59779499999999997 0.11646500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021497957288381553 0.060691309860642265 -2.0067584709996308e-05 0.0051419558951301845 leaf_weight=11.497569254541302 0.6120871901512136 182.43401451042155 3.1408044358249745 leaf_count=317 1 2723 43 internal_value=0 0.000219923 -0.0157865 internal_weight=0 183.046 14.6384 internal_count=3084 2724 360 is_linear=0 shrinkage=0.0204111 Tree=3402 num_leaves=4 num_cat=0 split_feature=31 2 1 split_gain=7.0703 7.17694 0.0465539 threshold=-1.0000000180025095e-35 0.153865 0.096440000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051374691327107946 -2.5869274028106856e-05 0.00034583439095765719 0.00037259590757630825 leaf_weight=1.9812131151556958 194.43887806747807 8.5801234729588014 3.9853949341922998 leaf_count=9 2896 110 85 internal_value=0 -9.97812e-06 0.000428065 internal_weight=0 203.019 5.96661 internal_count=3100 3006 94 is_linear=0 shrinkage=0.000400217 Tree=3403 num_leaves=4 num_cat=0 split_feature=1 11 43 split_gain=6.82344 7.9414 3.79406 threshold=0.13662500000000002 0.088315000000000018 -0.24360499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.5177507628773028e-05 -0.0093754424562335955 -0.019172920506928079 0.018465832469792616 leaf_weight=180.06796307300101 2.3968149274587622 9.4616359276697022 11.591643317136912 leaf_count=2785 9 102 174 internal_value=0 -0.00105833 0.0136589 internal_weight=0 189.53 13.9885 internal_count=3070 2887 183 is_linear=0 shrinkage=0.0204111 Tree=3404 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=6.42643 6.60363 threshold=-0.40652499999999997 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.03975525859252408 0.00014497017422443069 0.013132655196241429 leaf_weight=1.4891829658299673 183.49567585339537 17.789346564095467 leaf_count=8 2857 169 internal_value=0 0.00129947 internal_weight=0 201.285 internal_count=3034 3026 is_linear=0 shrinkage=0.0204111 Tree=3405 num_leaves=4 num_cat=0 split_feature=2 31 11 split_gain=7.55678 7.71779 6.47609 threshold=0.092120000000000021 -1.0000000180025095e-35 0.081130000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018105161310505935 0.0043539409526341848 -0.0063056489804392433 -0.014419621298751 leaf_weight=5.6185741871595374 99.031967834627721 93.62036532611819 8.1868306831456703 leaf_count=98 1098 1793 112 internal_value=0 -0.00490474 0.00290691 internal_weight=0 99.2389 107.219 internal_count=3101 1891 1210 is_linear=0 shrinkage=0.0204111 Tree=3406 num_leaves=3 num_cat=0 split_feature=9 403 split_gain=7.88279 6.00472 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041161117906919061 -0.00022999391222704591 -7.6369199163037675e-06 leaf_weight=6.5465846909210077 21.596330179425422 187.31594942277297 leaf_count=98 742 2245 internal_value=0 -3.0734e-05 internal_weight=0 208.912 internal_count=3085 2987 is_linear=0 shrinkage=0.000400217 Tree=3407 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=8.0074 7.26009 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041795125766391322 0.0012966114648073259 8.403366892228181e-06 leaf_weight=7.0415754973655558 0.59122239518910547 202.59145170665579 leaf_count=285 4 2792 internal_value=0 1.28639e-05 internal_weight=0 203.183 internal_count=3081 2796 is_linear=0 shrinkage=0.000400217 Tree=3408 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=9.49075 7.92983 threshold=-0.41845999999999994 0.11551000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041907219695446716 -1.6531741739244944e-05 0.00018469058815434491 leaf_weight=8.0271044793771562 165.31607927544974 38.599460161756724 leaf_count=311 2362 412 internal_value=0 2.16384e-05 internal_weight=0 203.916 internal_count=3085 2774 is_linear=0 shrinkage=0.000400217 Tree=3409 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=7.37385 14.0792 9.43745 threshold=1.0000000180025095e-35 -0.084074999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033171560175708546 -6.9485696103030933e-05 6.6122527888002315e-05 0.00014071549797755635 leaf_weight=23.901240549050272 51.222989654634148 34.964503496303223 102.56873375433497 leaf_count=784 736 768 784 internal_value=0 -9.57347e-05 7.07047e-05 internal_weight=0 58.8657 153.792 internal_count=3072 1552 1520 is_linear=0 shrinkage=0.000400217 Tree=3410 num_leaves=3 num_cat=0 split_feature=151 132 split_gain=7.01793 7.31022 threshold=-0.52342999999999995 0.08018500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056419691167112324 -2.0519642564606769e-05 0.00020943358370830174 leaf_weight=3.3957036854699245 188.09567475278163 24.98414783552289 leaf_count=49 2732 319 internal_value=0 6.53879e-06 internal_weight=0 213.08 internal_count=3100 3051 is_linear=0 shrinkage=0.000400217 Tree=3411 num_leaves=4 num_cat=0 split_feature=1456 14 3 split_gain=7.69345 6.73668 1.48663 threshold=-1.0000000180025095e-35 0.073890000000000011 -0.15288999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016040347825589779 2.6399163612383698e-05 -0.00041872904978160132 -0.00043045449220315793 leaf_weight=0.6925304802134632 198.60771061445121 5.4874801279511294 7.491021244961301 leaf_count=6 2700 93 281 internal_value=0 1.4208e-05 -0.000378963 internal_weight=0 204.095 8.18355 internal_count=3080 2793 287 is_linear=0 shrinkage=0.000400217 Tree=3412 num_leaves=4 num_cat=0 split_feature=42 43 1 split_gain=7.0061 7.6131 7.37651 threshold=-1.0000000180025095e-35 -0.19537999999999997 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036420956601651821 0.00035322939124453632 2.0361417248102568e-05 2.1234017704806066e-05 leaf_weight=14.995283877186013 11.670494999736546 167.19924089428969 16.768621774856001 leaf_count=619 79 2177 215 internal_value=0 4.2287e-05 -0.000161369 internal_weight=0 178.87 31.7639 internal_count=3090 2256 834 is_linear=0 shrinkage=0.000400217 Tree=3413 num_leaves=4 num_cat=0 split_feature=1 2 16 split_gain=9.72979 8.7931 8.64795 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.0020050000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014555527835050279 -0.0049575609954196622 0.005608111795655164 0.0017143335025311306 leaf_weight=34.099063407658832 50.512789122527465 93.199421120807528 22.567344641021919 leaf_count=1198 746 746 366 internal_value=0 0.00189346 -0.00808547 internal_weight=0 143.712 56.6664 internal_count=3056 1492 1564 is_linear=0 shrinkage=0.0204111 Tree=3414 num_leaves=4 num_cat=0 split_feature=158 133 16 split_gain=6.84506 6.53168 0.00678607 threshold=0.11034000000000001 0.15638000000000005 -0.079774999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026413502746376453 -0.01646306106460237 -0.019608582029662491 -0.023761618096052851 leaf_weight=198.73838927212637 1.3826767066493628 5.5419503097655243 3.5180256563471621 leaf_count=2641 35 316 98 internal_value=0 0.00202732 -0.0221161 internal_weight=0 204.28 4.9007 internal_count=3090 2957 133 is_linear=0 shrinkage=0.0204111 Tree=3415 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=8.33353 15.0431 8.21505 threshold=-0.074249999999999997 -0.10726999999999999 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1593763096070517e-05 -0.00020344038671079684 -0.00022592386699442959 0.00016266533822358254 leaf_weight=80.913376917131245 11.404132845811544 50.864708825072739 66.89550072804559 leaf_count=548 149 1631 759 internal_value=0 -5.56255e-05 0.000109129 internal_weight=0 131.778 78.2996 internal_count=3087 2179 908 is_linear=0 shrinkage=0.000400217 Tree=3416 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=5.94317 8.43114 4.44723 threshold=0.12937500000000002 0.080860000000000015 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018126796569820346 0.022972101118836685 -0.011427428891239847 0.0028566572284573705 leaf_weight=150.52779996255413 6.5281506935134557 33.944448773050681 14.877030713483689 leaf_count=2471 139 367 114 internal_value=0 -0.00225633 0.00907908 internal_weight=0 184.472 21.4052 internal_count=3091 2838 253 is_linear=0 shrinkage=0.0204111 Tree=3417 num_leaves=3 num_cat=0 split_feature=1374 1 split_gain=6.34029 6.5683 threshold=-0.095439999999999983 0.076845000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020558868850068347 -0.0049877477054015946 0.0031030602129212231 leaf_weight=5.9281849749386302 59.684891066921409 138.80945250112563 leaf_count=47 1566 1471 internal_value=0 0.00066881 internal_weight=0 198.494 internal_count=3084 3037 is_linear=0 shrinkage=0.0204111 Tree=3418 num_leaves=4 num_cat=0 split_feature=403 1456 475 split_gain=6.74311 7.16418 6.86524 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086424999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.025705396192459373 -0.017649476032328637 0.0020501388179501594 -0.015218662624573023 leaf_weight=1.7864518966525818 7.925398016406688 178.58863246953115 17.784362624050118 leaf_count=4 265 2133 745 internal_value=0 0.00120297 -0.0113581 internal_weight=0 186.514 19.5708 internal_count=3147 2398 749 is_linear=0 shrinkage=0.0204111 Tree=3419 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=7.40255 12.2611 8.44202 threshold=-0.10075499999999998 -0.080944999999999975 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011283978854298521 -0.017108550050631707 -0.0005597234517118007 -0.0065627494412491541 leaf_weight=36.713042130693793 21.710731042316183 128.43899988697376 15.684935754630713 leaf_count=258 1036 1603 175 internal_value=0 -0.00296355 0.00593909 internal_weight=0 150.15 52.398 internal_count=3072 2639 433 is_linear=0 shrinkage=0.0204111 Tree=3420 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=8.96732 14.1278 11.7184 threshold=0.079600000000000018 -0.015559999999999999 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029122286434123351 -0.0001542317086391091 -2.6509855685157154e-05 0.00032645343030750896 leaf_weight=30.163073251722381 86.697344079322647 86.279479445889592 8.8571134777739626 leaf_count=204 2221 658 31 internal_value=0 5.59958e-05 -0.000109346 internal_weight=0 116.443 95.5545 internal_count=3114 862 2252 is_linear=0 shrinkage=0.000400217 Tree=3421 num_leaves=4 num_cat=0 split_feature=456 42 2 split_gain=6.91013 5.94382 2.71403 threshold=0.087055000000000007 -0.40652499999999997 0.11462500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.03935472845916603 -0.025058188650002571 0.00049254730156355546 -0.0019784196486666507 leaf_weight=1.4605103135108937 6.3956918071489763 189.68323909651372 3.1805486371740699 leaf_count=7 143 2910 34 internal_value=0 0.000165217 -0.0175042 internal_weight=0 191.144 9.57624 internal_count=3094 2917 177 is_linear=0 shrinkage=0.0204111 Tree=3422 num_leaves=4 num_cat=0 split_feature=1456 453 13 split_gain=9.29151 8.35677 0.055649 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.14707499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011970503255767409 0.0024513872962704042 -0.019953852603916203 -0.022559296943542348 leaf_weight=0.63900630734860886 190.36133464972954 7.0861521516926578 6.5471608806401482 leaf_count=10 2726 68 280 internal_value=0 0.00163644 -0.0218158 internal_weight=0 197.447 7.18617 internal_count=3084 2794 290 is_linear=0 shrinkage=0.0204111 Tree=3423 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=7.14109 8.15624 threshold=-0.52342999999999995 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02814512515820922 -0.00092339187508528513 0.010136837351399903 leaf_weight=3.475458874134346 167.64499805448577 33.178892011987045 leaf_count=52 2692 359 internal_value=0 0.000908542 internal_weight=0 200.824 internal_count=3103 3051 is_linear=0 shrinkage=0.0204111 Tree=3424 num_leaves=4 num_cat=0 split_feature=0 47 13 split_gain=7.19036 15.0068 12.3257 threshold=-0.11471499999999998 0.077065000000000008 -0.23862999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0091843335034177288 0.017895709617707332 -0.013206934266165749 -0.0051225342990601566 leaf_weight=61.224199916934595 10.443585166707633 15.547643379308282 118.64271105686203 leaf_count=405 78 107 2546 internal_value=0 0.00463708 -0.00324637 internal_weight=0 76.7718 129.086 internal_count=3136 512 2624 is_linear=0 shrinkage=0.0204111 Tree=3425 num_leaves=4 num_cat=0 split_feature=39 1 42 split_gain=6.83553 11.0342 8.15016 threshold=0.0047850000000000011 0.088035000000000016 0.091840000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038925429010713245 -0.011249823770581858 0.014194016906969734 -0.013667497530670307 leaf_weight=144.71246526937466 9.5135943016502988 27.103797316784039 22.103911459154915 leaf_count=2179 73 311 518 internal_value=0 0.00756929 -0.00215667 internal_weight=0 36.6174 166.816 internal_count=3081 384 2697 is_linear=0 shrinkage=0.0204111 Tree=3426 num_leaves=4 num_cat=0 split_feature=156 44 3 split_gain=7.09678 6.84227 0.50142 threshold=0.11896500000000002 1.0000000180025095e-35 0.12168500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018982041965032953 -0.018875184772323403 -0.020053524072043794 -0.035966197575066451 leaf_weight=195.83134469867218 2.3576544314855705 5.9881137739866963 1.4956174446269868 leaf_count=2953 82 54 13 internal_value=0 0.00123612 -0.0263372 internal_weight=0 201.819 3.85327 internal_count=3102 3007 95 is_linear=0 shrinkage=0.0204111 Tree=3427 num_leaves=4 num_cat=0 split_feature=376 1 2 split_gain=6.83662 7.17412 2.3452 threshold=0.048375000000000008 0.12988000000000002 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7228375574220476e-05 7.7577396010610134e-05 0.0002132802637580596 0.00035955322618379487 leaf_weight=173.23069401155226 8.9058216074481624 18.654338633641601 10.140492998063563 leaf_count=2716 90 208 81 internal_value=0 -2.17931e-05 0.000228929 internal_weight=0 191.885 19.0463 internal_count=3095 2924 171 is_linear=0 shrinkage=0.000400217 Tree=3428 num_leaves=4 num_cat=0 split_feature=14 1429 15 split_gain=7.78081 7.95734 0.759235 threshold=0.077685000000000018 -1.0000000180025095e-35 -0.14701499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022373783605568236 -0.010006269536396035 0.0034551582702587306 -0.027607805118846578 leaf_weight=4.9860637264791867 1.6744817090220747 198.6341123279999 3.5086346864700309 leaf_count=144 21 2869 76 internal_value=0 0.00281073 -0.0222532 internal_weight=0 203.62 5.18312 internal_count=3110 3013 97 is_linear=0 shrinkage=0.0204111 Tree=3429 num_leaves=4 num_cat=0 split_feature=456 403 2 split_gain=6.6173 7.21713 4.08647 threshold=0.084065000000000015 -0.088654999999999984 0.11462500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032512766053748504 -0.00046002925157213501 4.4336080700665345e-05 3.2764469084100271e-05 leaf_weight=8.7594776597106812 7.3640876752324385 186.70254974410636 4.1928420634940267 leaf_count=408 156 2492 42 internal_value=0 2.76022e-05 -0.000282645 internal_weight=0 195.462 11.5569 internal_count=3098 2900 198 is_linear=0 shrinkage=0.000400217 Tree=3430 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=7.8281 7.46813 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041771335154681217 0.0013514819144295296 2.375481811614296e-05 leaf_weight=6.3930882132844991 0.56884340941905875 209.47393362026196 leaf_count=268 2 2817 internal_value=0 2.80687e-05 internal_weight=0 210.043 internal_count=3087 2819 is_linear=0 shrinkage=0.000400217 Tree=3431 num_leaves=4 num_cat=0 split_feature=133 484 51 split_gain=6.66779 6.53259 0.721483 threshold=-0.26577499999999993 0.11628500000000001 -0.031924999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0048601233167963947 0.00082082723893810161 -0.026444307023387601 -0.026356929982855524 leaf_weight=0.83119991177227337 200.09850578109035 3.6172637069248585 4.2773978755576527 leaf_count=26 2821 120 161 internal_value=0 0.000322435 -0.0230385 internal_weight=0 203.716 5.1086 internal_count=3128 2941 187 is_linear=0 shrinkage=0.0204111 Tree=3432 num_leaves=4 num_cat=0 split_feature=1 42 16 split_gain=6.70726 11.5668 3.94721 threshold=0.11584000000000001 0.10077000000000001 -0.06421499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6153986648178237e-06 0.00027870697322846633 -0.00041176170912009594 2.6408596611787983e-05 leaf_weight=161.10394615045516 20.328414951451123 11.512299004243685 19.370957423001528 leaf_count=2392 235 291 192 internal_value=0 -2.6203e-05 0.000156021 internal_weight=0 172.616 39.6994 internal_count=3110 2683 427 is_linear=0 shrinkage=0.000400217 Tree=3433 num_leaves=4 num_cat=0 split_feature=4 453 150 split_gain=6.81597 9.49353 7.96233 threshold=0.27150500000000005 1.0000000180025095e-35 -0.07009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002667471051239587 0.00021078489239746045 -0.00047893677142351671 -7.7421928116277249e-05 leaf_weight=11.445391592103986 31.16054923273623 3.4541921578347674 157.89292408549227 leaf_count=87 352 19 2629 internal_value=0 0.000140636 -5.3999e-05 internal_weight=0 34.6147 169.338 internal_count=3087 371 2716 is_linear=0 shrinkage=0.000400217 Tree=3434 num_leaves=4 num_cat=0 split_feature=14 46 48 split_gain=6.91176 7.24207 0.784522 threshold=0.077685000000000018 0.081930000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016556163193041367 -0.032876258678819673 -0.021948138162254018 -0.015386963514821246 leaf_weight=189.99754951300565 2.0386884096078575 5.4624561909586182 2.9312418613117179 leaf_count=2892 17 51 83 internal_value=0 0.000983782 -0.0231274 internal_weight=0 195.46 4.96993 internal_count=3043 2943 100 is_linear=0 shrinkage=0.0204111 Tree=3435 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=6.7587 14.1801 10.0451 threshold=1.0000000180025095e-35 -0.084074999999999997 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035876984614136747 0.00010801460398045839 4.2169649919077251e-05 -0.00013703845832576999 leaf_weight=22.623906309774611 112.3231622246094 37.269714648195077 35.071774957701564 leaf_count=783 1218 784 315 internal_value=0 -0.000109666 4.96459e-05 internal_weight=0 59.8936 147.395 internal_count=3100 1567 1533 is_linear=0 shrinkage=0.000400217 Tree=3436 num_leaves=3 num_cat=0 split_feature=52 15 split_gain=8.91906 8.32916 threshold=-0.42985499999999993 0.079530000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041954012084043378 6.4095171720282513e-05 -0.0001657441002955864 leaf_weight=7.2248504050075999 169.07469161064364 29.576824292773381 leaf_count=285 1652 1110 internal_value=0 2.98008e-05 internal_weight=0 198.652 internal_count=3047 2762 is_linear=0 shrinkage=0.000400217 Tree=3437 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=7.4685 8.57413 8.43888 threshold=1.0000000180025095e-35 -0.097724999999999992 -0.08044999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010980104709329984 -0.00040397469149010382 -7.8127107569304151e-05 0.00031165411640440052 leaf_weight=54.908815489849076 2.9400289533659842 132.51735136890784 19.992842895444483 leaf_count=460 30 2398 235 internal_value=0 -2.30385e-05 0.000218392 internal_weight=0 187.426 22.9329 internal_count=3123 2858 265 is_linear=0 shrinkage=0.000400217 Tree=3438 num_leaves=3 num_cat=0 split_feature=124 3 split_gain=6.53369 7.97502 threshold=-0.52484999999999993 0.30991000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.036209120134430187 -0.0011938689841504517 0.019074985602704517 leaf_weight=2.0276613496243945 194.98237597127445 8.3251561154611391 leaf_count=15 2997 126 internal_value=0 -0.000353845 internal_weight=0 203.308 internal_count=3138 3123 is_linear=0 shrinkage=0.0204111 Tree=3439 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=6.00591 7.71991 threshold=1.0000000180025095e-35 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.012781851010017544 -0.015878434667159807 -1.4450163723483051e-05 leaf_weight=21.990689532831311 8.6278295553056505 176.39371401374228 leaf_count=236 71 2826 internal_value=0 0.00141042 internal_weight=0 198.384 internal_count=3133 3062 is_linear=0 shrinkage=0.0204111 Tree=3440 num_leaves=4 num_cat=0 split_feature=160 133 15 split_gain=6.52167 6.09813 0.140266 threshold=-0.40187499999999993 0.11312000000000001 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010888341471950716 0.00091824102604064206 -0.017813127177872468 -0.022953616505961161 leaf_weight=0.77068947418592859 187.16649360995507 7.4201267987955353 5.0192967407056122 leaf_count=22 2464 380 228 internal_value=0 0.000194129 -0.0215847 internal_weight=0 194.587 5.78999 internal_count=3094 2844 250 is_linear=0 shrinkage=0.0204111 Tree=3441 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=7.97763 11.4273 9.97421 threshold=0.10100500000000003 -0.11550499999999998 -0.25406999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014845162413274979 -0.00062892004318618818 -0.00013461599991899229 0.00012163911447745904 leaf_weight=29.658400566782802 2.8369528558105221 98.179709122923668 75.126593549503013 leaf_count=206 19 2126 756 internal_value=0 -6.8872e-05 9.34649e-05 internal_weight=0 127.838 77.9635 internal_count=3107 2332 775 is_linear=0 shrinkage=0.000400217 Tree=3442 num_leaves=4 num_cat=0 split_feature=1 133 47 split_gain=8.01103 8.61758 5.75115 threshold=0.10384000000000002 0.099280000000000021 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.7578315068416712e-05 0.00018451576688225448 -0.0004187128394224111 -4.9517039643241124e-05 leaf_weight=124.84769704786595 50.522991452366114 9.6152945733629149 25.123955655843019 leaf_count=1992 527 428 181 internal_value=0 -5.5873e-05 0.00010683 internal_weight=0 134.463 75.6469 internal_count=3128 2420 708 is_linear=0 shrinkage=0.000400217 Tree=3443 num_leaves=4 num_cat=0 split_feature=456 1 15 split_gain=6.14749 6.70413 3.18565 threshold=0.084065000000000015 0.10423500000000001 -0.06723999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018021714574798617 -0.0038490287672008432 0.0061933854622167155 -0.025982137786355223 leaf_weight=127.27449183788849 5.5449261674657464 66.387024845695123 5.27279727719724 leaf_count=2287 71 640 127 internal_value=0 0.000940694 -0.0147928 internal_weight=0 193.662 10.8177 internal_count=3125 2927 198 is_linear=0 shrinkage=0.0204111 Tree=3444 num_leaves=4 num_cat=0 split_feature=12 43 157 split_gain=6.7786 9.43167 7.94468 threshold=0.079600000000000018 -0.19537999999999997 -0.07692499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015971848534688859 0.011104983883402402 -0.0073753751809571963 0.00055316691031788141 leaf_weight=16.508817063411698 13.427100717090068 76.793294984585373 85.810871616704389 leaf_count=97 157 2079 711 internal_value=0 -0.00461467 0.00305564 internal_weight=0 90.2204 102.32 internal_count=3044 2236 808 is_linear=0 shrinkage=0.0204111 Tree=3445 num_leaves=4 num_cat=0 split_feature=132 38 12 split_gain=6.19209 7.39679 6.04242 threshold=0.08018500000000002 0.083695000000000006 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1726136359487143e-05 0.019710863570454318 -0.022420654909476534 -0.00012416348891729789 leaf_weight=177.54219597158954 12.848027486354114 6.2503098193556061 12.635294801788403 leaf_count=2735 94 56 237 internal_value=0 -0.000796643 0.00991862 internal_weight=0 183.793 25.4833 internal_count=3122 2791 331 is_linear=0 shrinkage=0.0204111 Tree=3446 num_leaves=4 num_cat=0 split_feature=14 130 11 split_gain=8.05506 6.08596 0.390719 threshold=0.073890000000000011 0.085970000000000005 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010456770244962408 -0.032639137935647752 -0.017878606506987527 -0.019278778560176717 leaf_weight=184.74722990550799 2.0724105241242787 7.2498351318063206 3.1109223612584174 leaf_count=2635 32 313 74 internal_value=0 0.00032109 -0.0251977 internal_weight=0 191.997 5.18333 internal_count=3054 2948 106 is_linear=0 shrinkage=0.0204111 Tree=3447 num_leaves=4 num_cat=0 split_feature=160 15 15 split_gain=6.21383 5.98071 0.142447 threshold=-0.40187499999999993 -0.24269999999999997 -0.10749999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021827152026006937 0.00022517782621376739 -1.7283310240372008e-05 -0.00044942128719424899 leaf_weight=0.83070763829164196 17.76106174942106 184.48388608591631 4.7469039803836486 leaf_count=22 247 2604 224 internal_value=0 4.12233e-06 -0.000419968 internal_weight=0 202.245 5.57761 internal_count=3097 2851 246 is_linear=0 shrinkage=0.000400217 Tree=3448 num_leaves=4 num_cat=0 split_feature=3 4 0 split_gain=8.41437 7.63729 2.49323 threshold=0.17769000000000004 -0.49367499999999992 -0.11980999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018227694743070691 0.0050915221894414185 -0.00079050900760320843 0.02299566321374643 leaf_weight=11.021093084476886 5.9690225808881223 174.49494159393362 7.1910783599596453 leaf_count=154 71 2781 76 internal_value=0 -0.00183678 0.0149864 internal_weight=0 185.516 13.1601 internal_count=3082 2935 147 is_linear=0 shrinkage=0.0204111 Tree=3449 num_leaves=3 num_cat=0 split_feature=124 124 split_gain=6.58878 7.87753 threshold=-0.50873999999999986 -0.048219999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00068097574341441619 0.00022927802992372108 -1.9405195330144025e-05 leaf_weight=2.1337417028844348 22.845307301729918 183.25653751840582 leaf_count=15 242 2823 internal_value=0 8.26956e-06 internal_weight=0 206.102 internal_count=3080 3065 is_linear=0 shrinkage=0.000400217 Tree=3450 num_leaves=4 num_cat=0 split_feature=1456 38 12 split_gain=7.6345 7.88883 2.65924 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.073119999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026702794644785002 0.011166666753636239 -0.01701751881192351 -0.025141031962223198 leaf_weight=188.95856371102855 0.91310383984819044 8.7662746990099532 5.829999566281912 leaf_count=2750 7 71 267 internal_value=0 0.00178827 -0.0201224 internal_weight=0 197.725 6.7431 internal_count=3095 2821 274 is_linear=0 shrinkage=0.0204111 Tree=3451 num_leaves=3 num_cat=0 split_feature=44 0 split_gain=6.95729 8.32598 threshold=1.0000000180025095e-35 -0.10726999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0059351349636395266 -0.02223521597125433 -0.0027510564304087395 leaf_weight=75.817711184034124 5.5728875668719402 116.42190314209438 leaf_count=525 50 2496 internal_value=0 0.000676166 internal_weight=0 192.24 internal_count=3071 3021 is_linear=0 shrinkage=0.0204111 Tree=3452 num_leaves=4 num_cat=0 split_feature=160 403 15 split_gain=6.58463 6.50119 0.14195 threshold=-0.40187499999999993 0.087735000000000021 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010411347355756211 0.001745958580981404 -0.01689566187344399 -0.022727878553591728 leaf_weight=0.73036859510466445 184.68076208792627 8.025511510903014 4.8321924937190479 leaf_count=20 2551 258 228 internal_value=0 0.000960243 -0.0213481 internal_weight=0 192.706 5.56256 internal_count=3057 2809 248 is_linear=0 shrinkage=0.0204111 Tree=3453 num_leaves=4 num_cat=0 split_feature=13 132 38 split_gain=6.76487 9.82474 4.682 threshold=-0.09194999999999999 0.08018500000000002 0.087760000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0086268827293975465 -0.0039748630292541672 0.012835821698254963 -0.014159355043229302 leaf_weight=42.502546847215854 139.56132644359604 16.050000173505396 4.0194197464734307 leaf_count=442 2407 241 26 internal_value=0 -0.002233 0.00662892 internal_weight=0 155.611 46.522 internal_count=3116 2648 468 is_linear=0 shrinkage=0.0204111 Tree=3454 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=6.66589 8.85684 threshold=-0.52342999999999995 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028045030307625143 -0.0019001747234559359 0.01003847836631618 leaf_weight=3.5072652748785904 171.29080071244971 30.381838022498414 leaf_count=48 2714 356 internal_value=0 -9.7053e-05 internal_weight=0 201.673 internal_count=3118 3070 is_linear=0 shrinkage=0.0204111 Tree=3455 num_leaves=4 num_cat=0 split_feature=13 39 52 split_gain=7.25196 9.20884 7.77604 threshold=-0.09194999999999999 0.0047850000000000011 0.11628500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018450792250280864 -8.9786336463692178e-05 0.00016109051474114735 -0.00035184916006703986 leaf_weight=43.721224784851074 130.90632484701928 28.434111153241247 4.70039363275282 leaf_count=385 2345 299 85 internal_value=0 -4.4936e-05 0.000131751 internal_weight=0 159.34 48.4216 internal_count=3114 2644 470 is_linear=0 shrinkage=0.000400217 Tree=3456 num_leaves=4 num_cat=0 split_feature=1 43 13 split_gain=7.60725 8.11587 2.75457 threshold=0.12856000000000004 0.25035000000000007 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2077571961870183e-05 0.00042659994389846574 -0.00051634700638832868 0.0001206623336644695 leaf_weight=177.29227526462637 7.1935980566777316 5.1521786004304877 13.678577913437037 leaf_count=2642 144 181 118 internal_value=0 -2.6626e-05 0.000227817 internal_weight=0 182.444 20.8722 internal_count=3085 2823 262 is_linear=0 shrinkage=0.000400217 Tree=3457 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=9.54224 10.9996 7.15621 threshold=0.09450500000000002 -0.11550499999999998 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015249998203354517 -0.00041363894944739372 -0.00013290223897905482 0.00013475509052429359 leaf_weight=28.99216236313805 3.8700268701650193 84.187285071704537 91.494025267194957 leaf_count=192 115 1936 836 internal_value=0 -5.97149e-05 0.000112041 internal_weight=0 113.179 95.3641 internal_count=3079 2128 951 is_linear=0 shrinkage=0.000400217 Tree=3458 num_leaves=4 num_cat=0 split_feature=160 14 12 split_gain=6.53586 6.55761 0.295403 threshold=-0.25833999999999996 0.077685000000000018 -0.076464999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.8023621689387297e-05 2.320143706003868e-05 -0.00043392803336627023 -0.0004274690744463532 leaf_weight=0.40915836021304119 196.46746814070502 5.0464250866789362 5.7211133966920888 leaf_count=4 2752 88 271 internal_value=0 1.15191e-05 -0.000404294 internal_weight=0 201.514 6.13027 internal_count=3115 2840 275 is_linear=0 shrinkage=0.000400217 Tree=3459 num_leaves=4 num_cat=0 split_feature=402 1373 159 split_gain=5.86279 6.23333 6.1228 threshold=0.086255000000000012 0.099250000000000019 0.10150000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8974439645535828e-05 -0.00038468983152298812 -0.00050464113022109379 0.00039553132811046964 leaf_weight=192.04267173371045 10.346899252326692 3.4597055311314753 1.8104596189223219 leaf_count=2690 324 23 26 internal_value=0 1.92479e-05 -0.000265951 internal_weight=0 195.502 12.1574 internal_count=3063 2713 350 is_linear=0 shrinkage=0.000400217 Tree=3460 num_leaves=4 num_cat=0 split_feature=31 2 1 split_gain=6.15057 7.72809 0.0649054 threshold=-1.0000000180025095e-35 0.09227500000000001 0.096440000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.026857665956757475 -0.0051656978878382061 0.0029696300058926566 0.018584242702551261 leaf_weight=1.6616410166025151 93.276975689426763 101.43358704593265 3.2669983860105276 leaf_count=7 1782 1229 81 internal_value=0 -0.000928365 0.0219082 internal_weight=0 194.711 4.92864 internal_count=3099 3011 88 is_linear=0 shrinkage=0.0204111 Tree=3461 num_leaves=4 num_cat=0 split_feature=484 1373 123 split_gain=7.19419 8.08211 5.60355 threshold=-1.0000000180025095e-35 0.09586500000000002 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033752965057983251 2.8573822611454752e-05 -0.00058155050103296687 0.00040438822810460654 leaf_weight=14.729361941106619 191.83211792004295 3.4299029093235722 1.7367499889805902 leaf_count=482 2630 27 14 internal_value=0 1.75295e-05 -0.000257074 internal_weight=0 195.262 16.4661 internal_count=3153 2657 496 is_linear=0 shrinkage=0.000400217 Tree=3462 num_leaves=4 num_cat=0 split_feature=43 3 150 split_gain=7.17262 12.0436 8.68062 threshold=-0.06705499999999999 -0.078644999999999979 0.082590000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0036178544575534164 -0.007127924585374661 0.012582251925372656 0.005705422215690226 leaf_weight=42.115589558554348 96.022602108045248 34.843290317454375 28.36714694602415 leaf_count=888 1587 468 180 internal_value=0 0.0037244 -0.00419877 internal_weight=0 76.9589 124.39 internal_count=3123 1356 1767 is_linear=0 shrinkage=0.0204111 Tree=3463 num_leaves=4 num_cat=0 split_feature=484 403 123 split_gain=8.07856 8.82337 5.08427 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034566104775147078 -0.00021455722315286537 6.2335003385912148e-05 0.00038873915625422606 leaf_weight=13.838678988511672 20.542157975316513 171.4622472517658 1.599758831784128 leaf_count=469 691 1926 14 internal_value=0 3.26031e-05 -0.00026731 internal_weight=0 192.004 15.4384 internal_count=3100 2617 483 is_linear=0 shrinkage=0.000400217 Tree=3464 num_leaves=4 num_cat=0 split_feature=52 456 3 split_gain=9.64419 8.65136 4.56594 threshold=-0.32783999999999996 0.08542000000000001 -0.33698499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047927420236459981 5.3263973229434916e-05 -0.00032099328130013249 -0.00041353425207921911 leaf_weight=0.90986207127571006 191.08260264829732 10.322085092775522 10.693502087728119 leaf_count=2 2594 160 325 internal_value=0 3.39154e-05 -0.000339614 internal_weight=0 201.405 11.6034 internal_count=3081 2754 327 is_linear=0 shrinkage=0.000400217 Tree=3465 num_leaves=4 num_cat=0 split_feature=14 457 51 split_gain=7.94099 6.52983 0.427421 threshold=0.073890000000000011 0.53894500000000012 -0.042309999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9281588249377639e-05 -0.00061720763684517169 -0.00058348845864475917 -0.00035904762889559124 leaf_weight=199.2138990018575 2.107381974812597 2.8089124113321295 3.5631087934598318 leaf_count=2949 26 13 78 internal_value=0 1.05821e-05 -0.000465084 internal_weight=0 202.023 5.67049 internal_count=3066 2962 104 is_linear=0 shrinkage=0.000400217 Tree=3466 num_leaves=4 num_cat=0 split_feature=42 156 33 split_gain=8.0521 8.14944 7.48657 threshold=-1.0000000180025095e-35 0.050840000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029563699902223771 -0.0004783452795215792 0.00021815136168243691 4.1252596516960452e-05 leaf_weight=24.764283363998405 4.4495362667366853 6.0843977052718392 169.3305076850811 leaf_count=773 39 69 2204 internal_value=0 -0.000193878 2.76492e-05 internal_weight=0 30.8487 173.78 internal_count=3085 842 2243 is_linear=0 shrinkage=0.000400217 Tree=3467 num_leaves=4 num_cat=0 split_feature=14 0 48 split_gain=7.16849 7.5712 1.08503 threshold=0.077685000000000018 -0.13112499999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011803966468256468 -0.00067125430327553786 -4.4331445269644377e-05 -0.00029203929587142622 leaf_weight=69.681866344995797 2.0967005002312362 134.80598204914713 3.431714891921728 leaf_count=377 18 2632 88 internal_value=0 1.10329e-05 -0.00044633 internal_weight=0 204.488 5.52842 internal_count=3115 3009 106 is_linear=0 shrinkage=0.000400217 Tree=3468 num_leaves=4 num_cat=0 split_feature=38 124 12 split_gain=8.41819 9.68028 0.99571 threshold=1.0000000180025095e-35 -0.048219999999999992 -0.16200999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028792181027179856 -0.0002069101944094423 1.1394501900492351e-05 -0.00048191656500121339 leaf_weight=22.731404131278396 4.3617897238582373 180.58501317142509 4.5794306632596982 leaf_count=229 37 2802 40 internal_value=0 4.24526e-05 -0.000351979 internal_weight=0 203.316 8.94122 internal_count=3108 3031 77 is_linear=0 shrinkage=0.000400217 Tree=3469 num_leaves=4 num_cat=0 split_feature=2 1429 156 split_gain=7.30192 9.41346 7.39523 threshold=0.092120000000000021 0.084845000000000018 0.11896500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012539056866818623 8.8405337073070022e-05 0.00027940520115867835 -0.0004999494964152678 leaf_weight=88.384981389855966 100.75326071033487 10.163480983115731 3.4317031473619855 leaf_count=1749 1121 92 79 internal_value=0 -8.33735e-05 6.85099e-05 internal_weight=0 98.5485 104.185 internal_count=3041 1841 1200 is_linear=0 shrinkage=0.000400217 Tree=3470 num_leaves=4 num_cat=0 split_feature=1456 456 123 split_gain=7.10127 7.63584 3.26032 threshold=1.0000000180025095e-35 0.087055000000000007 0.081630000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9746782632742427e-05 -0.00048628927300176084 -0.00031639292212452005 0.00024684557533629405 leaf_weight=200.44812457193621 5.7584017962217322 8.9237809597980213 1.0922724381089208 leaf_count=2684 259 129 7 internal_value=0 4.35545e-05 -0.000367308 internal_weight=0 209.372 6.85067 internal_count=3079 2813 266 is_linear=0 shrinkage=0.000400217 Tree=3471 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=6.58717 6.48426 threshold=-0.43271999999999994 0.082870000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028549940362978237 -0.0012446014656801393 0.0090858807591128569 leaf_weight=3.2389441058039656 168.24350952389068 29.681229587178677 leaf_count=18 2838 236 internal_value=0 0.000308842 internal_weight=0 197.925 internal_count=3092 3074 is_linear=0 shrinkage=0.0204111 Tree=3472 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=6.35576 6.94987 threshold=-0.52342999999999995 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02731462664944672 -0.0019786720214907631 0.0058549563092305636 leaf_weight=3.2344489654060444 121.92919444438303 76.815070571610704 leaf_count=52 2275 767 internal_value=0 0.00105063 internal_weight=0 198.744 internal_count=3094 3042 is_linear=0 shrinkage=0.0204111 Tree=3473 num_leaves=4 num_cat=0 split_feature=14 156 51 split_gain=7.15104 7.18419 0.425606 threshold=0.077685000000000018 0.11896500000000002 -0.022999999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012865641163266556 -0.031341334076313662 -0.027378201353576971 -0.017511464823879507 leaf_weight=193.78956299176207 2.0724475344177336 3.6004674434661856 2.8359255981631568 leaf_count=2919 29 89 67 internal_value=0 0.000748483 -0.0239196 internal_weight=0 197.39 4.90837 internal_count=3104 3008 96 is_linear=0 shrinkage=0.0204111 Tree=3474 num_leaves=3 num_cat=0 split_feature=151 156 split_gain=6.75702 6.82415 threshold=-0.52342999999999995 0.11896500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027477187385971765 0.0017429443118734285 -0.026070608628855765 leaf_weight=3.3632929965388021 198.15214165786165 3.6327596495393655 leaf_count=50 2966 98 internal_value=0 0.00122803 internal_weight=0 201.785 internal_count=3114 3064 is_linear=0 shrinkage=0.0204111 Tree=3475 num_leaves=4 num_cat=0 split_feature=128 133 1 split_gain=7.71454 7.24268 0.850327 threshold=0.085185000000000025 0.10051500000000001 0.11163000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4553700665688547e-05 -0.00048652447249938012 -0.00029723944080763337 -0.00010680434562257 leaf_weight=187.94097829272505 5.1632074770750469 10.372753748903049 1.2409330550581215 leaf_count=2457 189 414 24 internal_value=0 2.65187e-05 -0.000416046 internal_weight=0 198.314 6.40414 internal_count=3084 2871 213 is_linear=0 shrinkage=0.000400217 Tree=3476 num_leaves=4 num_cat=0 split_feature=130 50 1 split_gain=8.34992 8.49809 0.764723 threshold=0.085970000000000005 0.086500000000000007 0.097145000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7870061277828819e-05 -0.00043265932057004615 -0.00022491323981466599 -6.9841190052005557e-05 leaf_weight=182.54465630371124 6.8545040312455958 18.660827688523568 1.1293453928083179 leaf_count=2213 321 529 13 internal_value=0 3.15328e-05 -0.000383013 internal_weight=0 201.205 7.98385 internal_count=3076 2742 334 is_linear=0 shrinkage=0.000400217 Tree=3477 num_leaves=4 num_cat=0 split_feature=157 157 1 split_gain=7.76434 8.95461 3.63249 threshold=-0.083944999999999978 -0.07692499999999998 0.10892500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024872870058479473 0.01470087742128586 -0.00017900865423386701 0.0058447184801700665 leaf_weight=6.9985209506703523 18.544438165030442 173.9171393380384 2.0227629011496902 leaf_count=208 140 2695 25 internal_value=0 0.00126244 -0.0179981 internal_weight=0 192.462 9.02128 internal_count=3068 2835 233 is_linear=0 shrinkage=0.0204111 Tree=3478 num_leaves=4 num_cat=0 split_feature=130 15 49 split_gain=7.70823 6.84014 0.834482 threshold=0.085970000000000005 0.10347000000000002 -0.084324999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022300371125294478 0.0017024853416915636 -0.012630332880878446 -0.022575972067899335 leaf_weight=177.27381449882523 0.63171565020456899 13.805636938312089 6.4243949665105893 leaf_count=2495 8 266 329 internal_value=0 0.0011496 -0.0204097 internal_weight=0 191.079 7.05611 internal_count=3098 2761 337 is_linear=0 shrinkage=0.0204111 Tree=3479 num_leaves=4 num_cat=0 split_feature=4 42 1 split_gain=6.44811 7.11115 0.641225 threshold=0.50673000000000001 -1.0000000180025095e-35 0.11584000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019061327653808278 0.00017940264669317438 2.0211059807865268e-05 0.0004181130499239729 leaf_weight=30.191505536378827 3.0106669180095178 165.94878503284417 5.6462769866921008 leaf_count=806 23 2104 147 internal_value=0 -1.2331e-05 0.000338446 internal_weight=0 196.14 8.65694 internal_count=3080 2910 170 is_linear=0 shrinkage=0.000400217 Tree=3480 num_leaves=4 num_cat=0 split_feature=151 4 4 split_gain=6.45079 8.69551 0.747547 threshold=-0.27559499999999998 0.27150500000000005 0.41351500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026783210308414736 -2.9039642206797962e-05 0.00020190058751292392 -0.00058617955194723438 leaf_weight=2.674930461915209 166.99165948235895 30.84020811971277 2.6464617326855659 leaf_count=60 2682 353 17 internal_value=0 7.0557e-06 -0.000434971 internal_weight=0 197.832 5.32139 internal_count=3112 3035 77 is_linear=0 shrinkage=0.000400217 Tree=3481 num_leaves=4 num_cat=0 split_feature=2 0 16 split_gain=8.16106 10.8125 5.71853 threshold=0.097925000000000012 -0.23098999999999997 0.42860500000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004215624404616312 0.00012159255102980146 -9.511677181997977e-05 -0.00031955454672690891 leaf_weight=6.7789560100063673 82.082584556133952 111.2195842997171 4.886549634509719 leaf_count=33 778 2096 149 internal_value=0 -6.50623e-05 9.64267e-05 internal_weight=0 117.999 86.9691 internal_count=3056 2129 927 is_linear=0 shrinkage=0.000400217 Tree=3482 num_leaves=4 num_cat=0 split_feature=0 15 4 split_gain=7.64659 9.74461 9.26385 threshold=-0.016814999999999997 -1.0000000180025095e-35 -0.17568999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053975077347171471 0.00045264596068509571 2.0468775988750031e-05 -3.384376905934936e-05 leaf_weight=5.9065822013653806 11.401000746060161 30.523894607555121 158.64532575395424 leaf_count=42 102 249 2676 internal_value=0 0.000138887 -5.23579e-05 internal_weight=0 41.9249 164.552 internal_count=3069 351 2718 is_linear=0 shrinkage=0.000400217 Tree=3483 num_leaves=4 num_cat=0 split_feature=43 0 457 split_gain=7.02787 10.9434 7.86734 threshold=-0.07440999999999999 -0.07087499999999998 0.082870000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021528456092802599 -0.0056295635272265703 0.013740888650044426 0.0076229906995005951 leaf_weight=41.563664952584077 102.20464006223483 31.753226496977732 22.72327585844323 leaf_count=893 1709 300 142 internal_value=0 0.00474112 -0.00321437 internal_weight=0 73.3169 124.928 internal_count=3044 1193 1851 is_linear=0 shrinkage=0.0204111 Tree=3484 num_leaves=3 num_cat=0 split_feature=51 39 split_gain=7.03738 8.22059 threshold=-0.40548499999999993 0.0047850000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046598334606658609 -2.4635774420493428e-05 0.00018861125684638567 leaf_weight=4.9436690591974175 168.27988441259367 34.856784047558904 leaf_count=118 2622 345 internal_value=0 1.20396e-05 internal_weight=0 203.137 internal_count=3085 2967 is_linear=0 shrinkage=0.000400217 Tree=3485 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=5.69432 5.8675 threshold=0.090240000000000015 0.53894500000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001264666498294152 -0.018935591002067258 -0.028737350123971481 leaf_weight=197.02307570533594 6.1364863256458184 2.6417793333530417 leaf_count=3045 58 12 internal_value=0 0.000851824 internal_weight=0 199.665 internal_count=3115 3057 is_linear=0 shrinkage=0.0204111 Tree=3486 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=8.28331 9.55519 9.16817 threshold=0.080020000000000022 -0.085934999999999984 -0.17157499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014047363514293752 0.0056370196605358995 0.0055875843804300811 -0.0086229912240636721 leaf_weight=11.381775989430023 26.032801677472889 101.84333714516833 66.748459204973187 leaf_count=88 214 785 2020 internal_value=0 0.00360188 -0.00461991 internal_weight=0 113.225 92.7813 internal_count=3107 873 2234 is_linear=0 shrinkage=0.0204111 Tree=3487 num_leaves=4 num_cat=0 split_feature=376 2 42 split_gain=6.40928 7.69281 4.38689 threshold=1.0000000180025095e-35 0.16791500000000001 -0.090104999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.7897320455320146e-05 -0.00020395693910224501 0.00041700945598004266 0.00030908816514192759 leaf_weight=180.58035299467156 3.3527238350361577 4.856865942478179 11.831688631093128 leaf_count=2852 18 74 145 internal_value=0 -7.44294e-05 0.000195144 internal_weight=0 185.437 15.1844 internal_count=3089 2926 163 is_linear=0 shrinkage=0.000400217 Tree=3488 num_leaves=4 num_cat=0 split_feature=4 1374 13 split_gain=8.28956 9.25078 0.105146 threshold=0.50652000000000019 0.085820000000000021 -0.095319999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.9844153939509391e-06 0.0002683563532252961 -0.00046508531135242714 0.00042333562645784534 leaf_weight=190.8088767058216 1.6903739846311507 6.7770213144831351 6.6260895226150733 leaf_count=2836 51 77 119 internal_value=0 -9.46139e-06 0.000395819 internal_weight=0 197.586 8.31646 internal_count=3083 2913 170 is_linear=0 shrinkage=0.000400217 Tree=3489 num_leaves=4 num_cat=0 split_feature=52 1213 42 split_gain=9.18645 8.29729 6.44116 threshold=-0.24600999999999998 -1.0000000180025095e-35 0.10134500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044420143059529881 -0.00035718189115231024 3.3479907311489268e-05 0.00027137147970912454 leaf_weight=11.486143788904881 9.0265216351835971 184.89294424233958 2.3593640178441992 leaf_count=313 447 2306 29 internal_value=0 1.50998e-05 -0.000321064 internal_weight=0 193.919 13.8455 internal_count=3095 2753 342 is_linear=0 shrinkage=0.000400217 Tree=3490 num_leaves=4 num_cat=0 split_feature=13 1 13 split_gain=8.66549 9.04744 4.09044 threshold=-0.17030499999999998 1.0000000180025095e-35 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011605470458609675 -0.00019901422037423746 -7.2228683101049636e-07 0.00029666296991178863 leaf_weight=4.8453163481317487 50.645862667646725 134.56974350335076 17.628421879373491 leaf_count=37 1576 1380 138 internal_value=0 -5.50313e-05 0.000207547 internal_weight=0 185.216 22.4737 internal_count=3131 2956 175 is_linear=0 shrinkage=0.000400217 Tree=3491 num_leaves=4 num_cat=0 split_feature=3 11 1 split_gain=8.53877 13.1714 12.6007 threshold=-0.097724999999999992 0.079700000000000007 0.10100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026162126153847764 -0.00015837385965191856 -0.00016650355014742393 7.1519420519538724e-05 leaf_weight=35.663704424630851 91.18517291493481 16.878452490083873 65.561570358928293 leaf_count=270 2021 191 636 internal_value=0 0.00012403 -6.22353e-05 internal_weight=0 52.5422 156.747 internal_count=3118 461 2657 is_linear=0 shrinkage=0.000400217 Tree=3492 num_leaves=4 num_cat=0 split_feature=3 43 150 split_gain=6.35112 6.36422 3.61802 threshold=-0.16935999999999998 -0.59779499999999997 0.083295000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0054937663250558639 0.058091449846342055 -0.0017185711025712396 0.026160017703548148 leaf_weight=12.553675579838456 0.63227425701916118 184.78474544998608 4.8456095857545725 leaf_count=120 2 2935 23 internal_value=0 -0.00147968 0.0113797 internal_weight=0 185.417 17.3993 internal_count=3080 2937 143 is_linear=0 shrinkage=0.0204111 Tree=3493 num_leaves=4 num_cat=0 split_feature=156 1 475 split_gain=6.31183 7.20655 0.485176 threshold=0.11896500000000002 0.12700000000000003 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053069466866387813 -0.017341748222643588 0.01210333142907879 -0.034427634882849105 leaf_weight=176.97921028069686 1.9038666677661242 20.933301510754973 1.6729063016828138 leaf_count=2723 57 254 40 internal_value=0 0.0008117 -0.0261355 internal_weight=0 197.913 3.57677 internal_count=3074 2977 97 is_linear=0 shrinkage=0.0204111 Tree=3494 num_leaves=4 num_cat=0 split_feature=484 147 0 split_gain=6.48677 7.18469 6.59788 threshold=-0.0048899999999999994 0.10058000000000002 -0.074479999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018130194192104251 -0.0020158199997129941 0.025746467324956907 0.0060283326409516459 leaf_weight=13.156228669860864 115.53277105581947 1.6618368923664082 67.034113013651222 leaf_count=476 1777 3 798 internal_value=0 -0.0130533 0.000939681 internal_weight=0 14.8181 182.567 internal_count=3054 479 2575 is_linear=0 shrinkage=0.0204111 Tree=3495 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=6.56773 8.23065 threshold=1.0000000180025095e-35 0.28833000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00051405520408938387 -0.020605624610484423 0.021197463676060836 leaf_weight=183.62329895811854 6.3315115543082348 7.4621381098404518 leaf_count=2912 58 124 internal_value=0 0.000345725 internal_weight=0 191.085 internal_count=3094 3036 is_linear=0 shrinkage=0.0204111 Tree=3496 num_leaves=3 num_cat=0 split_feature=1365 484 split_gain=6.63104 6.66793 threshold=0.085225000000000009 -0.0048899999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011989920737506467 -0.02479168590180909 0.00221122729083561 leaf_weight=14.754343539971158 4.0716278865002087 187.58909618598409 leaf_count=469 50 2595 internal_value=0 0.00116966 internal_weight=0 202.343 internal_count=3114 3064 is_linear=0 shrinkage=0.0204111 Tree=3497 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=9.26802 19.2501 8.90866 threshold=0.076845000000000011 -0.084074999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041605269245053667 -8.7099464771012801e-05 4.1586235102407341e-05 0.00011885716623355683 leaf_weight=24.274473935132846 52.230845631798729 37.105444016633555 94.07547915680334 leaf_count=821 742 798 746 internal_value=0 -0.000139828 4.5321e-05 internal_weight=0 61.3799 146.306 internal_count=3107 1619 1488 is_linear=0 shrinkage=0.000400217 Tree=3498 num_leaves=4 num_cat=0 split_feature=376 0 2 split_gain=7.05838 7.06011 2.16318 threshold=0.048375000000000008 -0.13338499999999998 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.910009507390487e-05 8.5029182752397161e-05 -8.1354662153014542e-05 0.00035445205258051248 leaf_weight=67.400268752826378 9.1057192757725733 125.62352342513623 10.137498224154113 leaf_count=400 90 2519 80 internal_value=0 -2.53135e-05 0.000228193 internal_weight=0 193.024 19.2432 internal_count=3089 2919 170 is_linear=0 shrinkage=0.000400217 Tree=3499 num_leaves=4 num_cat=0 split_feature=457 49 403 split_gain=6.28599 7.35651 6.4708 threshold=-0.0024349999999999997 -0.006494999999999999 -0.092224999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021723111993859127 -0.018855037830156303 0.0066385249505190288 0.0011694053246406226 leaf_weight=11.566555631696248 6.8824650122842277 5.5909101271536192 173.22716749535175 leaf_count=182 357 58 2456 internal_value=0 -0.0124981 0.00039298 internal_weight=0 17.1575 180.11 internal_count=3053 240 2813 is_linear=0 shrinkage=0.0204111 Tree=3500 num_leaves=3 num_cat=0 split_feature=1373 14 split_gain=6.79563 6.83579 threshold=0.09586500000000002 0.077685000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015802846800563042 -0.027272496298552988 -0.021285975157828391 leaf_weight=191.93743509642081 3.5122577769216141 5.4938772013410917 leaf_count=2936 30 105 internal_value=0 0.000932286 internal_weight=0 197.431 internal_count=3071 3041 is_linear=0 shrinkage=0.0204111 Tree=3501 num_leaves=4 num_cat=0 split_feature=42 376 3 split_gain=6.16348 6.03409 4.01809 threshold=-0.097914999999999988 1.0000000180025095e-35 -0.16935999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015616133397001216 0.00010922951625492892 0.013424480279929337 -0.018499386960188515 leaf_weight=1.5808506836183358 171.35868735352415 15.346288550412281 10.3278701735544 leaf_count=13 2658 159 215 internal_value=0 0.00121107 -0.0138674 internal_weight=0 186.705 11.9087 internal_count=3045 2817 228 is_linear=0 shrinkage=0.0204111 Tree=3502 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=6.74511 8.02128 threshold=-0.52342999999999995 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055492819823101407 -5.0749219445973286e-05 0.00011139546858289449 leaf_weight=3.3348920443095258 131.36097079893807 77.668360594194382 leaf_count=53 2287 757 internal_value=0 9.52575e-06 internal_weight=0 209.029 internal_count=3097 3044 is_linear=0 shrinkage=0.000400217 Tree=3503 num_leaves=4 num_cat=0 split_feature=403 456 1 split_gain=7.60055 8.92532 6.10344 threshold=-1.0000000180025095e-35 0.084065000000000015 0.080270000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022602439096258919 0.0029462146578721222 -0.017043209687187044 0.00071103363398490366 leaf_weight=9.9469597087299935 172.51753839186858 9.7251911866478604 8.733748308150096 leaf_count=561 2147 193 181 internal_value=0 0.00186969 -0.0117634 internal_weight=0 182.243 18.6807 internal_count=3082 2340 742 is_linear=0 shrinkage=0.0204111 Tree=3504 num_leaves=3 num_cat=0 split_feature=457 0 split_gain=6.31582 6.67852 threshold=0.53894500000000012 -0.10726999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0056045068583055278 -0.027563120013292159 -0.0019722787104650454 leaf_weight=81.695518787950277 3.1390370875596991 118.82396386234905 leaf_count=556 15 2496 internal_value=0 0.00111606 internal_weight=0 200.519 internal_count=3067 3052 is_linear=0 shrinkage=0.0204111 Tree=3505 num_leaves=4 num_cat=0 split_feature=52 0 16 split_gain=6.68935 6.09959 1.39935 threshold=-0.41845999999999994 -0.075359999999999996 0.18829500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011323485342146736 -5.1363821800765658e-05 9.4813908999779922e-05 -0.00042277836502295924 leaf_weight=0.8250678962795045 130.25059673225041 70.309955950826406 7.3192412134958431 leaf_count=36 2049 747 260 internal_value=0 -9.43907e-08 -0.000367678 internal_weight=0 200.561 8.14431 internal_count=3092 2796 296 is_linear=0 shrinkage=0.000400217 Tree=3506 num_leaves=3 num_cat=0 split_feature=43 160 split_gain=5.57217 6.714 threshold=-0.59779499999999997 -0.40187499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.055528368567807927 -0.021399374802362089 0.0008731737175959605 leaf_weight=0.65020458772778411 5.6929246163344933 196.77946481225081 leaf_count=2 256 2827 internal_value=0 0.000235454 internal_weight=0 202.472 internal_count=3085 3083 is_linear=0 shrinkage=0.0204111 Tree=3507 num_leaves=4 num_cat=0 split_feature=4 156 14 split_gain=6.43142 7.6154 2.4676 threshold=0.50652000000000019 0.090135000000000007 -0.46879999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5046745244043575e-06 -6.0217410479804318e-05 -0.00029719588175070098 0.00042243862451001621 leaf_weight=174.12336747191148 2.18774742516689 15.628607069840653 7.0711687225848419 leaf_count=2655 34 251 138 internal_value=0 -3.06081e-05 0.000309037 internal_weight=0 189.752 9.25892 internal_count=3078 2906 172 is_linear=0 shrinkage=0.000400217 Tree=3508 num_leaves=3 num_cat=0 split_feature=1373 484 split_gain=5.90419 6.27052 threshold=0.099250000000000019 -0.0048899999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00023400023696342915 -0.00052555597184778869 3.0073572673149175e-05 leaf_weight=15.47243112354772 3.2382396718021473 189.86884891288355 leaf_count=488 26 2586 internal_value=0 1.0059e-05 internal_weight=0 205.341 internal_count=3100 3074 is_linear=0 shrinkage=0.000400217 Tree=3509 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=7.10419 11.3156 7.54482 threshold=0.088930000000000023 -0.066359999999999988 0.088160000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017815710519237859 8.9509321256244615e-05 0.00015130482730143978 -0.00036105070798876643 leaf_weight=58.257782874628901 120.6474769617198 23.290925010107458 6.1524757309816769 leaf_count=1375 1419 217 76 internal_value=0 -8.39819e-05 6.73484e-05 internal_weight=0 81.5487 126.8 internal_count=3087 1592 1495 is_linear=0 shrinkage=0.000400217 Tree=3510 num_leaves=4 num_cat=0 split_feature=376 50 43 split_gain=6.43791 7.42227 2.82036 threshold=0.048375000000000008 0.08568000000000002 -0.11242499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2136164762144554e-06 -0.00010568460247702399 -0.00026756436133653223 0.00029512780340033401 leaf_weight=168.40228469914291 3.4001008830964592 18.498018714017235 14.88478506170213 leaf_count=2339 17 560 150 internal_value=0 -2.77195e-05 0.000220407 internal_weight=0 186.9 18.2849 internal_count=3066 2899 167 is_linear=0 shrinkage=0.000400217 Tree=3511 num_leaves=4 num_cat=0 split_feature=403 51 4 split_gain=6.31209 6.35615 0.638819 threshold=-0.092224999999999988 -0.40548499999999993 0.27415500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021483802821426277 -0.023621693317219188 0.000992389339507796 -0.0013406850666072782 leaf_weight=6.1030489489494348 4.3601323848124585 192.88405813259305 0.7506194170564412 leaf_count=350 105 2642 13 internal_value=0 0.000435196 -0.0193347 internal_weight=0 197.244 6.85367 internal_count=3110 2747 363 is_linear=0 shrinkage=0.0204111 Tree=3512 num_leaves=4 num_cat=0 split_feature=1375 43 1 split_gain=9.64864 9.12296 2.84749 threshold=-1.0000000180025095e-35 -0.074254999999999988 0.095025000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027619034243251479 0.007145751751237165 -0.0022378029903438292 -0.00723025576702484 leaf_weight=5.9862257000058872 67.738570800807793 118.54554303849 5.5641259979456663 leaf_count=95 1131 1807 39 internal_value=0 0.00117659 -0.0179609 internal_weight=0 186.284 11.5504 internal_count=3072 2938 134 is_linear=0 shrinkage=0.0204111 Tree=3513 num_leaves=4 num_cat=0 split_feature=376 3 3 split_gain=6.26291 8.67193 2.75664 threshold=1.0000000180025095e-35 -0.10096999999999999 -0.0086749999999999969 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010286344378269154 0.000342761127492443 -9.0995065993577972e-05 2.418114120440204e-05 leaf_weight=50.24737823032774 10.214819796383383 138.86942642106442 7.5487009338103226 leaf_count=436 93 2496 80 internal_value=0 -3.94575e-05 0.000208378 internal_weight=0 189.117 17.7635 internal_count=3105 2932 173 is_linear=0 shrinkage=0.000400217 Tree=3514 num_leaves=4 num_cat=0 split_feature=1 42 12 split_gain=9.85267 8.97597 3.54733 threshold=0.11584000000000001 0.085585000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.7294312640506737e-06 0.00036448445583490372 -0.00020913951951291083 9.9004658668333704e-05 leaf_weight=125.57532586896559 11.555871611926703 40.289415664447006 26.52041079942137 leaf_count=1597 195 1041 227 internal_value=0 -4.50547e-05 0.000180408 internal_weight=0 165.865 38.0763 internal_count=3060 2638 422 is_linear=0 shrinkage=0.000400217 Tree=3515 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=8.44078 7.92107 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042135886681208092 0.0014060850670566424 1.4637843002494932e-05 leaf_weight=7.1060794123914084 0.54555161111056705 196.25245020794682 leaf_count=281 3 2818 internal_value=0 1.92925e-05 internal_weight=0 196.798 internal_count=3102 2821 is_linear=0 shrinkage=0.000400217 Tree=3516 num_leaves=4 num_cat=0 split_feature=1213 1456 1429 split_gain=6.58111 6.28366 5.34448 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087885000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021628995414382266 -0.017516837185214726 0.001241788489101902 0.024366789295908402 leaf_weight=8.9325366154953336 7.6399638894945374 184.51687269652029 1.0971068143844611 leaf_count=464 268 2363 2 internal_value=0 0.000486198 -0.0163842 internal_weight=0 192.157 10.0296 internal_count=3097 2631 466 is_linear=0 shrinkage=0.0204111 Tree=3517 num_leaves=4 num_cat=0 split_feature=2 0 453 split_gain=7.20323 10.0857 6.17513 threshold=0.09802000000000001 -0.23211999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.026315166587756601 0.0059990558054844913 -0.0043862474534291053 -0.017313025489348242 leaf_weight=4.5328959948383263 80.785699493426364 111.31959527786239 4.921126250177621 leaf_count=26 899 2137 33 internal_value=0 -0.00316076 0.00463968 internal_weight=0 115.852 85.7068 internal_count=3095 2163 932 is_linear=0 shrinkage=0.0204111 Tree=3518 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=6.68137 12.6937 6.80541 threshold=-0.074479999999999977 0.076845000000000011 -0.07440999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026533296217236556 0.0002270855942569257 2.2105184166593562e-05 -8.2756303482724054e-06 leaf_weight=32.53262503555743 35.798908504890278 99.91131871426478 43.514641153858975 leaf_count=1242 357 917 577 internal_value=0 -4.86636e-05 9.81272e-05 internal_weight=0 132.444 79.3135 internal_count=3093 2159 934 is_linear=0 shrinkage=0.000400217 Tree=3519 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=7.38927 17.9509 8.46887 threshold=-0.097724999999999992 -0.075754999999999975 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011409989032436584 -0.01648269116391466 0.00073560417862671027 -0.0068945713729966808 leaf_weight=36.115069740219042 31.826492084102938 119.97480939346133 14.758130337577311 leaf_count=284 1455 1213 181 internal_value=0 -0.00288385 0.00609642 internal_weight=0 151.801 50.8732 internal_count=3133 2668 465 is_linear=0 shrinkage=0.0204111 Tree=3520 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=8.94609 10.1461 5.44185 threshold=0.10100500000000003 -0.11550499999999998 0.50673000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013623018855098157 6.5475916566153235e-05 -0.00013004107008936599 0.00040275753924452995 leaf_weight=29.675298461690545 69.156043245457113 99.473928933235584 8.5163997039198858 leaf_count=206 598 2150 158 internal_value=0 -6.87935e-05 0.000102984 internal_weight=0 129.149 77.6724 internal_count=3112 2356 756 is_linear=0 shrinkage=0.000400217 Tree=3521 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=6.84655 9.91615 4.53867 threshold=0.11584000000000001 0.099195000000000019 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7095613064463981e-06 0.00024230919392658048 -0.00032115660065442844 -2.8455507532938268e-05 leaf_weight=147.70925429085037 25.843245410360396 18.041793324111495 16.011564788874239 leaf_count=2265 286 387 153 internal_value=0 -4.20216e-05 0.000138929 internal_weight=0 165.751 41.8548 internal_count=3091 2652 439 is_linear=0 shrinkage=0.000400217 Tree=3522 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=7.30587 9.76861 7.6985 threshold=0.10100500000000003 -0.11550499999999998 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065796061243291373 -0.021943073203052627 -0.0071278769166376382 0.0057566738826943711 leaf_weight=28.249222050886601 4.3268280343618235 91.713363502523862 72.364046448841691 leaf_count=199 104 2117 693 internal_value=0 -0.00389686 0.00416417 internal_weight=0 119.963 76.6909 internal_count=3113 2316 797 is_linear=0 shrinkage=0.0204111 Tree=3523 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=8.35987 8.65508 threshold=0.27266500000000005 -0.19537999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028833224948360655 -0.00050442376518468064 -1.872904612186353e-05 leaf_weight=15.865054062101988 5.1682392773218444 184.31548304785974 leaf_count=162 51 2911 internal_value=0 5.75429e-06 internal_weight=0 200.181 internal_count=3124 3073 is_linear=0 shrinkage=0.000400217 Tree=3524 num_leaves=4 num_cat=0 split_feature=1 47 4 split_gain=8.85665 10.6408 9.6739 threshold=1.0000000180025095e-35 0.086425000000000016 -0.083954999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.5333919158883858e-05 9.3506748075072329e-05 -0.00016297760008732317 -0.00027202903384895003 leaf_weight=19.715494164498523 115.41748463804834 33.290501566138119 36.506334057427011 leaf_count=317 1228 304 1226 internal_value=0 3.60095e-05 -0.00015031 internal_weight=0 148.708 56.2218 internal_count=3075 1532 1543 is_linear=0 shrinkage=0.000400217 Tree=3525 num_leaves=4 num_cat=0 split_feature=128 133 2 split_gain=7.04814 7.14813 1.43309 threshold=0.085185000000000025 -0.26577499999999993 0.11753000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025604681563031074 -0.02461709603290739 0.0014807957764958355 0.0002021277426726214 leaf_weight=4.0362467542290679 5.4703382687875992 189.55652340551023 1.1706798425875602 leaf_count=143 205 2760 21 internal_value=0 0.000901612 -0.0203111 internal_weight=0 193.593 6.64102 internal_count=3129 2903 226 is_linear=0 shrinkage=0.0204111 Tree=3526 num_leaves=3 num_cat=0 split_feature=52 1456 split_gain=8.38428 7.85713 threshold=-0.42985499999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041585606500906989 4.8686513996708336e-05 -0.00041064554323638194 leaf_weight=6.726423500571399 196.02412128192373 6.0407021359424098 leaf_count=271 2567 242 internal_value=0 3.4735e-05 internal_weight=0 202.065 internal_count=3080 2809 is_linear=0 shrinkage=0.000400217 Tree=3527 num_leaves=4 num_cat=0 split_feature=1213 1373 157 split_gain=9.04113 7.09041 2.90002 threshold=-1.0000000180025095e-35 0.099250000000000019 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018652993901176591 0.0028041834037375746 -0.027031096202935884 -0.021642503313367163 leaf_weight=0.72991244122385879 194.13334600138478 3.2649104536976656 8.4884013458213285 leaf_count=5 2623 26 470 internal_value=0 0.00229567 -0.0182663 internal_weight=0 197.398 9.21831 internal_count=3124 2649 475 is_linear=0 shrinkage=0.0204111 Tree=3528 num_leaves=4 num_cat=0 split_feature=457 128 454 split_gain=8.021 6.82201 5.1396 threshold=-0.0056599999999999992 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017070274081839726 0.0023040404876641116 -0.017392096127589365 0.012970909570332676 leaf_weight=15.64752201549709 181.05654676893027 7.5237674076925023 2.7082728296518317 leaf_count=244 2621 235 15 internal_value=0 0.00150837 -0.0125861 internal_weight=0 188.58 18.3558 internal_count=3115 2856 259 is_linear=0 shrinkage=0.0204111 Tree=3529 num_leaves=4 num_cat=0 split_feature=0 47 0 split_gain=7.36596 12.9641 10.1068 threshold=-0.10643499999999999 0.077065000000000008 -0.075534999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0097086072079045106 -0.0099860089977845297 -0.009985999627932271 0.0022249092924260879 leaf_weight=64.095314762322232 46.02780536893988 17.682564908638597 72.706784996669739 leaf_count=449 1571 109 975 internal_value=0 0.00544228 -0.00251364 internal_weight=0 81.7779 118.735 internal_count=3104 558 2546 is_linear=0 shrinkage=0.0204111 Tree=3530 num_leaves=4 num_cat=0 split_feature=1456 43 158 split_gain=6.75027 7.37409 1.20504 threshold=-1.0000000180025095e-35 -0.06859999999999998 -0.47354999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.003158447733243148 0.0053405029001750495 -0.0029579245553735434 -0.021811079671698635 leaf_weight=0.87729253480210889 69.411590097122826 124.38999678974506 7.0698723049717946 leaf_count=18 1138 1687 281 internal_value=0 1.55912e-05 -0.0190491 internal_weight=0 193.802 7.94716 internal_count=3124 2825 299 is_linear=0 shrinkage=0.0204111 Tree=3531 num_leaves=4 num_cat=0 split_feature=52 131 2 split_gain=6.54052 5.69452 1.04214 threshold=-0.41845999999999994 0.08956500000000002 0.12198500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042016710076232187 2.1301255914473859e-05 -0.00023246037209902741 1.1581974709718577e-05 leaf_weight=6.9401799812912932 185.57746743422467 15.222092580166644 1.0189516833052037 leaf_count=275 2408 375 27 internal_value=0 1.94542e-06 -0.000365499 internal_weight=0 200.8 7.95913 internal_count=3085 2783 302 is_linear=0 shrinkage=0.000400217 Tree=3532 num_leaves=4 num_cat=0 split_feature=1 3 42 split_gain=8.03668 8.63503 8.56282 threshold=0.10100500000000003 0.10178500000000001 0.092010000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.3123726885042975e-05 0.00019230467548456704 -7.6563586364394124e-05 -0.00034791808594386949 leaf_weight=108.34081741370028 49.572838402818888 31.034580665873364 15.761345119215546 leaf_count=1836 529 244 459 internal_value=0 8.88254e-05 -7.33811e-05 internal_weight=0 80.6074 124.102 internal_count=3068 773 2295 is_linear=0 shrinkage=0.000400217 Tree=3533 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=6.95336 9.63582 6.52997 threshold=0.10459000000000002 -0.11471499999999998 0.10443500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0046623830183994937 0.0096634239919013206 -0.007103335494281997 -0.003271949316733397 leaf_weight=43.246620212681592 43.013438348658383 87.526807585556526 26.025397056015208 leaf_count=285 466 2131 223 internal_value=0 -0.00321177 0.00478981 internal_weight=0 130.773 69.0388 internal_count=3105 2416 689 is_linear=0 shrinkage=0.0204111 Tree=3534 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=6.87855 6.58889 threshold=0.26790000000000008 -0.10096999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0082327795565177667 -0.020311319427962344 -0.00058665207686174863 leaf_weight=46.138894243864343 6.1017613341100505 148.87450302543584 leaf_count=375 72 2661 internal_value=0 0.00150349 internal_weight=0 195.013 internal_count=3108 3036 is_linear=0 shrinkage=0.0204111 Tree=3535 num_leaves=4 num_cat=0 split_feature=52 1 133 split_gain=8.23055 8.72359 3.00618 threshold=-0.27269499999999997 0.099470000000000017 -0.40011499999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031233079209762527 -3.6875624101279793e-05 0.00013517802882977894 -0.00035686663271128013 leaf_weight=1.0958618893055234 122.12448760500411 76.79195457091555 11.873953158385119 leaf_count=14 2090 676 332 internal_value=0 2.95846e-05 -0.000298135 internal_weight=0 198.916 12.9698 internal_count=3112 2766 346 is_linear=0 shrinkage=0.000400217 Tree=3536 num_leaves=4 num_cat=0 split_feature=3 15 39 split_gain=9.93779 9.32344 3.03366 threshold=0.17769000000000004 0.084050000000000014 -0.042029999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030902005713390939 -0.00062625872760060138 -0.013721676139403578 0.021977926999949229 leaf_weight=163.09772487811279 3.2322279678191981 22.333885711908806 10.342301359400151 leaf_count=1909 25 1017 130 internal_value=0 -0.00138814 0.0166346 internal_weight=0 185.432 13.5745 internal_count=3081 2926 155 is_linear=0 shrinkage=0.0204111 Tree=3537 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=6.72488 16.9038 6.30819 threshold=-0.10096999999999999 -0.078644999999999979 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.0741481984217858e-05 -0.00030844746402836748 1.932277674962124e-05 0.00039886432814527329 leaf_weight=41.764193528098986 31.250136760994792 128.25583890418056 10.318912234157322 leaf_count=397 1319 1378 44 internal_value=0 -4.50647e-05 0.000120421 internal_weight=0 159.506 52.0831 internal_count=3138 2697 441 is_linear=0 shrinkage=0.000400217 Tree=3538 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=8.07886 9.43661 7.72722 threshold=0.023990000000000004 0.11942500000000002 -0.015559999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026463162972825791 -0.00013290235831903764 0.00033302859057792947 7.7688723007609246e-06 leaf_weight=23.984997436637059 86.446680198336253 7.4651198349893084 84.718565336894244 leaf_count=179 2229 29 638 internal_value=0 -9.55127e-05 6.46586e-05 internal_weight=0 93.9118 108.704 internal_count=3075 2258 817 is_linear=0 shrinkage=0.000400217 Tree=3539 num_leaves=4 num_cat=0 split_feature=52 52 16 split_gain=6.76335 7.62001 0.889451 threshold=-0.42985499999999993 -0.057374999999999995 0.25087000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.8123824016762103e-05 0.00010432343021629599 -5.9163669772565394e-05 -0.0004245516419064128 leaf_weight=1.0574706420302371 69.598600441706367 132.27316376101226 7.0213010500883684 leaf_count=43 635 2206 234 internal_value=0 -2.77223e-06 -0.000373755 internal_weight=0 201.872 8.07877 internal_count=3118 2841 277 is_linear=0 shrinkage=0.000400217 Tree=3540 num_leaves=4 num_cat=0 split_feature=52 1213 12 split_gain=11.2775 6.65797 1.08178 threshold=-0.32783999999999996 -0.081269999999999995 -0.08262499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010318829351036313 -0.023450982264270802 0.00064494932668130963 -0.023374781229810952 leaf_weight=1.0047388770617534 4.7963249743916085 178.9599501726334 9.8197565702139382 leaf_count=9 288 2474 335 internal_value=0 2.11034e-06 -0.0213327 internal_weight=0 183.756 10.8245 internal_count=3106 2762 344 is_linear=0 shrinkage=0.0204111 Tree=3541 num_leaves=3 num_cat=0 split_feature=42 39 split_gain=5.78806 7.2171 threshold=-0.40652499999999997 0.0047850000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.03901557343387102 -0.0015557360898353057 0.0086489257861035833 leaf_weight=1.468668047338723 168.21815057500498 34.739503595628776 leaf_count=8 2719 377 internal_value=0 0.000194763 internal_weight=0 202.958 internal_count=3104 3096 is_linear=0 shrinkage=0.0204111 Tree=3542 num_leaves=4 num_cat=0 split_feature=4 483 0 split_gain=7.22663 7.15457 0.562335 threshold=0.50673000000000001 0.091685000000000016 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017834426793256111 0.0073524001178613321 -0.022277273762389364 0.020113826825124723 leaf_weight=185.70659484696807 2.0085780834779143 6.1989350743824607 7.2383627626113576 leaf_count=2793 26 188 146 internal_value=0 -0.000904758 0.017463 internal_weight=0 191.906 9.24694 internal_count=3153 2981 172 is_linear=0 shrinkage=0.0204111 Tree=3543 num_leaves=4 num_cat=0 split_feature=130 1429 3 split_gain=5.88941 5.79237 2.66627 threshold=0.085970000000000005 -1.0000000180025095e-35 0.0051600000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022205082246100891 -0.022917005165224911 0.00064671979856729663 0.012035311004666926 leaf_weight=4.6291213381336993 6.5270599651266812 182.51898819138296 0.98211211338639248 leaf_count=137 325 2574 7 internal_value=0 6.85399e-05 -0.018236 internal_weight=0 187.148 7.50917 internal_count=3043 2711 332 is_linear=0 shrinkage=0.0204111 Tree=3544 num_leaves=4 num_cat=0 split_feature=52 43 1365 split_gain=6.7913 8.87221 6.43447 threshold=0.18879500000000002 -0.59779499999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00097262413050008194 0.052839081610133565 -0.018336884969013208 -0.023793414317492909 leaf_weight=182.83996077394113 0.66579830646514793 12.998524130729491 4.3655314198695114 leaf_count=2682 1 357 55 internal_value=0 -0.0144675 0.000381216 internal_weight=0 13.6643 187.205 internal_count=3095 358 2737 is_linear=0 shrinkage=0.0204111 Tree=3545 num_leaves=4 num_cat=0 split_feature=15 1 41 split_gain=7.66257 6.81274 6.65628 threshold=0.084050000000000014 0.11026000000000001 0.087145000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.1269719450098576e-05 -0.00033294789750435723 0.00011458292368875695 -0.00032985029040818445 leaf_weight=172.99712508555967 16.996795655722966 7.9258854677900663 7.1515852147713295 leaf_count=1978 1013 49 83 internal_value=0 -0.000190749 4.55477e-05 internal_weight=0 24.9227 180.149 internal_count=3123 1062 2061 is_linear=0 shrinkage=0.000400217 Tree=3546 num_leaves=4 num_cat=0 split_feature=128 52 133 split_gain=6.56655 6.63382 0.32331 threshold=0.089460000000000012 0.16579500000000003 -0.090969999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.184248824609929e-05 -0.00016120731615264276 -0.00025123099126632333 -0.0004611818839911521 leaf_weight=183.51271165866638 0.82516772858798493 15.336236222181467 5.0965927569195619 leaf_count=2558 48 361 144 internal_value=0 6.52149e-07 -0.000423149 internal_weight=0 198.849 5.92176 internal_count=3111 2919 192 is_linear=0 shrinkage=0.000400217 Tree=3547 num_leaves=4 num_cat=0 split_feature=14 0 15 split_gain=6.81385 7.89596 0.868969 threshold=0.073890000000000011 -0.11471499999999998 -0.14701499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0068294801844994858 -0.0091308975877926208 -0.0016954401936081147 -0.027382283780408759 leaf_weight=70.008397535420954 1.7506138272583482 127.60374075773871 3.6201045045163474 leaf_count=416 22 2592 78 internal_value=0 0.00132686 -0.0217411 internal_weight=0 197.612 5.37072 internal_count=3108 3008 100 is_linear=0 shrinkage=0.0204111 Tree=3548 num_leaves=4 num_cat=0 split_feature=15 50 15 split_gain=5.90322 7.97016 7.74849 threshold=-0.24269999999999997 0.11901000000000002 -0.19631499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034449244622916143 -0.00049307488838585167 -0.00039017139241946344 -1.4990889572122745e-05 leaf_weight=13.720421131467448 5.4855722691863766 2.7556841000914565 181.79089910304174 leaf_count=219 78 19 2762 internal_value=0 0.000219813 -2.92808e-05 internal_weight=0 16.4761 187.276 internal_count=3078 238 2840 is_linear=0 shrinkage=0.000400217 Tree=3549 num_leaves=4 num_cat=0 split_feature=484 1 123 split_gain=7.66177 8.42791 5.40377 threshold=-0.0048899999999999994 0.13130500000000003 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034402499937359068 -1.02989136080267e-05 0.00028214265298774735 0.00039617317280303749 leaf_weight=14.789820207981395 165.97976005228702 17.330768082756549 1.6732064057141531 leaf_count=485 2342 226 14 internal_value=0 1.75048e-05 -0.000266628 internal_weight=0 183.311 16.463 internal_count=3067 2568 499 is_linear=0 shrinkage=0.000400217 Tree=3550 num_leaves=4 num_cat=0 split_feature=376 3 42 split_gain=5.60226 8.08194 2.66705 threshold=1.0000000180025095e-35 -0.10075499999999998 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011322898541575811 -6.6768542257616314e-05 -7.4488905376769618e-05 0.00030323663015599333 leaf_weight=50.350756403757259 4.0476951058954027 134.96716833510436 13.004654473857952 leaf_count=433 18 2511 147 internal_value=0 -2.34485e-05 0.000215546 internal_weight=0 185.318 17.0523 internal_count=3109 2944 165 is_linear=0 shrinkage=0.000400217 Tree=3551 num_leaves=4 num_cat=0 split_feature=160 158 15 split_gain=6.91222 7.17481 0.136324 threshold=-0.25833999999999996 0.084710000000000021 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020843070135416602 3.9079418219764223e-05 -0.00022023680986893402 -0.00044463462283705245 leaf_weight=0.74509132001548994 179.90910629613791 18.771107322303578 5.2025951820542096 leaf_count=20 2533 333 234 internal_value=0 1.44692e-05 -0.000419442 internal_weight=0 198.68 5.94769 internal_count=3120 2866 254 is_linear=0 shrinkage=0.000400217 Tree=3552 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=7.81378 11.5342 7.01162 threshold=0.10113500000000002 -0.12077499999999998 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015309267334477007 0.00015732483019302839 -0.00013032205231853762 -0.00014405140928681412 leaf_weight=30.043096079025418 62.42766037164256 96.926133481727447 15.318494768813251 leaf_count=195 672 2115 96 internal_value=0 -6.31855e-05 9.78222e-05 internal_weight=0 126.969 77.7462 internal_count=3078 2310 768 is_linear=0 shrinkage=0.000400217 Tree=3553 num_leaves=4 num_cat=0 split_feature=403 44 1 split_gain=7.04387 7.01771 6.19167 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083580000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044444204414362812 4.8156347046332933e-05 -0.00035685194301924845 2.3750743430884837e-05 leaf_weight=9.6670615152979753 181.51094098767499 7.0101924492046228 8.3995262573007476 leaf_count=542 2294 61 181 internal_value=0 3.28932e-05 -0.000227964 internal_weight=0 188.521 18.0666 internal_count=3078 2355 723 is_linear=0 shrinkage=0.000400217 Tree=3554 num_leaves=4 num_cat=0 split_feature=31 457 13 split_gain=6.91794 6.67888 0.0343291 threshold=-1.0000000180025095e-35 0.082335000000000005 -0.013514999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032500660542244219 -7.5800429519638023e-05 0.00011962878403816833 0.0004652511806231445 leaf_weight=1.9315319308079777 173.17655959131662 33.306901174131781 3.2147555013652882 leaf_count=50 2788 243 44 internal_value=0 -4.42289e-05 0.000420655 internal_weight=0 206.483 5.14629 internal_count=3125 3031 94 is_linear=0 shrinkage=0.000400217 Tree=3555 num_leaves=4 num_cat=0 split_feature=4 3 40 split_gain=8.02719 6.83139 1.39734 threshold=-0.49977499999999991 -0.097724999999999992 -0.012844999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0055943860520285158 0.0076710598950313217 -0.0012020104674374062 -0.023306056338847268 leaf_weight=2.6859889775514603 48.134739062050357 144.07397781815962 6.5903765223920328 leaf_count=22 403 2566 109 internal_value=0 0.00102324 -0.0183055 internal_weight=0 192.209 9.27637 internal_count=3100 2969 131 is_linear=0 shrinkage=0.0204111 Tree=3556 num_leaves=4 num_cat=0 split_feature=1213 403 475 split_gain=6.07018 7.54165 5.42166 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.025107991950285766 -0.018800942672133079 0.0023949189182011026 -0.020555373659903932 leaf_weight=1.1421862244606007 7.1666449639014891 178.84731174947228 8.5223787131835689 leaf_count=2 360 2262 461 internal_value=0 0.00156748 -0.014933 internal_weight=0 186.014 9.66456 internal_count=3085 2622 463 is_linear=0 shrinkage=0.0204111 Tree=3557 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=8.15759 9.07115 threshold=0.51074000000000008 0.25035000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.4856576223169521e-05 0.00042293315476428126 -0.0005215984254979193 leaf_weight=195.29455055858125 7.5065008790697894 5.0707389566814518 leaf_count=2793 150 188 internal_value=0 9.96523e-07 internal_weight=0 200.365 internal_count=3131 2981 is_linear=0 shrinkage=0.000400217 Tree=3558 num_leaves=4 num_cat=0 split_feature=12 16 48 split_gain=5.89772 7.49496 7.39534 threshold=0.086315000000000017 -0.17157499999999998 0.14226500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0033065117934209408 0.0048817958544049925 -0.0096579216391337284 -0.020182902666558242 leaf_weight=126.30116271477891 21.426265272428282 47.033023260009941 5.731250647455453 leaf_count=1369 176 1522 35 internal_value=0 -0.00510677 0.00227065 internal_weight=0 68.4593 132.032 internal_count=3102 1698 1404 is_linear=0 shrinkage=0.0204111 Tree=3559 num_leaves=3 num_cat=0 split_feature=151 133 split_gain=6.12555 6.31659 threshold=-0.52342999999999995 0.13334500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054029200652221283 3.1679761044335129e-05 -0.00037623322245437649 leaf_weight=3.0760844717733553 193.52079645806225 6.165923675755038 leaf_count=48 2701 337 internal_value=0 1.88804e-05 internal_weight=0 199.687 internal_count=3086 3038 is_linear=0 shrinkage=0.000400217 Tree=3560 num_leaves=4 num_cat=0 split_feature=1 52 4 split_gain=9.13674 9.60883 7.02472 threshold=0.10100500000000003 -0.32783999999999996 -0.076894999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013144176445308636 -0.024357947863023002 0.0053816413545590821 -0.0091473398164154951 leaf_weight=41.195050964393886 4.7143448668066403 73.08809413597919 75.955441087891813 leaf_count=932 105 690 1411 internal_value=0 0.00354719 -0.0054708 internal_weight=0 77.8024 117.15 internal_count=3138 795 2343 is_linear=0 shrinkage=0.0204111 Tree=3561 num_leaves=4 num_cat=0 split_feature=51 0 40 split_gain=6.64363 9.57228 7.858 threshold=-0.10433999999999997 -0.074249999999999997 0.055635000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035098507131492532 -4.4222666073515385e-05 0.00014575356505276295 0.00034922289895091544 leaf_weight=15.109283165540548 127.12012551669613 63.668157543521374 2.9939340204000464 leaf_count=310 2071 694 13 internal_value=0 1.92228e-05 -0.000233749 internal_weight=0 190.788 18.1032 internal_count=3088 2765 323 is_linear=0 shrinkage=0.000400217 Tree=3562 num_leaves=4 num_cat=0 split_feature=2 1429 11 split_gain=7.93767 11.7016 6.74739 threshold=0.097925000000000012 0.084545000000000009 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0066994962587932291 0.0055272759565561918 0.013878019865047457 -0.018418301869932305 leaf_weight=98.043326817336492 78.391867790196557 12.937288117711431 5.120694321114569 leaf_count=2044 845 134 75 internal_value=0 -0.00428915 0.00403632 internal_weight=0 110.981 83.5126 internal_count=3098 2178 920 is_linear=0 shrinkage=0.0204111 Tree=3563 num_leaves=4 num_cat=0 split_feature=42 1 155 split_gain=6.83093 7.98263 7.68785 threshold=-1.0000000180025095e-35 0.081315000000000012 0.090655000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037127003019610645 6.2643058586295906e-05 2.8048355660635118e-05 -0.00039816118563319091 leaf_weight=14.567046610114629 169.99260957914521 17.640457775443792 5.8931012481916687 leaf_count=624 2136 233 163 internal_value=0 -0.000153219 4.69602e-05 internal_weight=0 32.2075 175.886 internal_count=3156 857 2299 is_linear=0 shrinkage=0.000400217 Tree=3564 num_leaves=3 num_cat=0 split_feature=1213 1456 split_gain=6.64673 6.54148 threshold=-0.081269999999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045261369885177103 2.5686288012597097e-05 -0.00039015481130512538 leaf_weight=4.9334522308199658 191.74433512793621 6.1449103572231243 leaf_count=299 2517 229 internal_value=0 1.25602e-05 internal_weight=0 197.889 internal_count=3045 2746 is_linear=0 shrinkage=0.000400217 Tree=3565 num_leaves=4 num_cat=0 split_feature=16 453 12 split_gain=11.4694 6.04654 4.83302 threshold=0.24750000000000003 0.086430000000000021 0.10347500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019531165683307878 -0.020621799029720549 -0.02000929448584441 0.0047831959049701566 leaf_weight=176.44124082598137 14.951218052010519 5.2701565690804264 3.8877426013350478 leaf_count=2665 361 54 58 internal_value=0 0.00130421 -0.0153818 internal_weight=0 181.711 18.839 internal_count=3138 2719 419 is_linear=0 shrinkage=0.0204111 Tree=3566 num_leaves=4 num_cat=0 split_feature=52 1446 3 split_gain=6.52144 6.45691 5.64188 threshold=-0.40306999999999998 0.091520000000000018 -0.51464499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00065527112350254784 2.7100793562310907e-05 -0.00047539169279683572 -0.00042799369059909364 leaf_weight=0.74908745288848777 191.91219569829991 4.0734077327651894 8.2190342235844565 leaf_count=1 2657 126 313 internal_value=0 1.63914e-05 -0.000330546 internal_weight=0 195.986 8.96812 internal_count=3097 2783 314 is_linear=0 shrinkage=0.000400217 Tree=3567 num_leaves=4 num_cat=0 split_feature=2 0 1365 split_gain=8.7723 10.4055 7.67508 threshold=1.0000000180025095e-35 -0.016814999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025650127236394446 4.3340458850398888e-05 0.00023056980566035562 -0.00050652451114415169 leaf_weight=38.801102136494592 148.48040251553175 8.4812298454344255 4.06869311351329 leaf_count=649 2265 93 53 internal_value=0 -0.000168795 2.83141e-05 internal_weight=0 47.2823 152.549 internal_count=3060 742 2318 is_linear=0 shrinkage=0.000400217 Tree=3568 num_leaves=4 num_cat=0 split_feature=128 52 2 split_gain=8.30863 8.00486 0.928267 threshold=0.085185000000000025 -0.42985499999999993 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041644514611558311 -0.00049005913856160971 3.4503702135146104e-05 -0.00010481839892361048 leaf_weight=6.4097345815971485 5.6863069914979851 189.91272271517664 1.2972164810635147 leaf_count=262 191 2636 28 internal_value=0 1.95517e-05 -0.000421282 internal_weight=0 196.322 6.98352 internal_count=3117 2898 219 is_linear=0 shrinkage=0.000400217 Tree=3569 num_leaves=3 num_cat=0 split_feature=158 1446 split_gain=6.30445 6.2789 threshold=0.11034000000000001 0.091520000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.0485535440637206e-05 -0.00043665467487163457 -0.00047525361242762931 leaf_weight=196.06860333445366 4.8426093757152548 3.9007238199119447 leaf_count=2821 131 104 internal_value=0 2.03598e-05 internal_weight=0 199.969 internal_count=3056 2925 is_linear=0 shrinkage=0.000400217 Tree=3570 num_leaves=4 num_cat=0 split_feature=403 133 1 split_gain=8.15807 7.74739 5.40616 threshold=-1.0000000180025095e-35 -0.39018999999999998 0.080270000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044216552494519306 -0.00048146923582559944 5.5702520262412581e-05 -6.9609928797328758e-06 leaf_weight=9.5528026970569062 4.2915824218653134 185.03103127598297 8.6829284145496768 leaf_count=550 170 2174 182 internal_value=0 4.32485e-05 -0.00023625 internal_weight=0 189.323 18.2357 internal_count=3076 2344 732 is_linear=0 shrinkage=0.000400217 Tree=3571 num_leaves=4 num_cat=0 split_feature=1 42 52 split_gain=6.23196 11.3514 5.34258 threshold=0.10100500000000003 0.087005000000000013 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012197185831805478 -0.020966917670135914 -0.01358579227785554 0.0063175301793128224 leaf_weight=94.477581125975121 3.0070468508638433 27.840820375015028 74.576280674431473 leaf_count=1473 88 858 689 internal_value=0 -0.0021595 0.00523132 internal_weight=0 122.318 77.5833 internal_count=3108 2331 777 is_linear=0 shrinkage=0.0204111 Tree=3572 num_leaves=4 num_cat=0 split_feature=52 52 132 split_gain=6.38886 7.69564 4.66006 threshold=-0.24600999999999998 -0.048794999999999991 0.090090000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019680486215756798 0.0059130297839483656 -0.0030319346082475032 0.018426390679751457 leaf_weight=11.056587162718641 58.837810313794762 125.00257854297524 1.4296020860783745 leaf_count=314 588 2188 29 internal_value=0 -0.000167257 -0.0151925 internal_weight=0 183.84 12.4862 internal_count=3119 2776 343 is_linear=0 shrinkage=0.0204111 Tree=3573 num_leaves=3 num_cat=0 split_feature=158 0 split_gain=6.49777 7.3538 threshold=0.11034000000000001 -0.074479999999999977 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0017310239123796897 -0.022539993475149799 0.0065469740008062679 leaf_weight=121.84152910482953 4.7700987234129562 70.48106599401217 leaf_count=2084 142 871 internal_value=0 0.00130468 internal_weight=0 192.323 internal_count=3097 2955 is_linear=0 shrinkage=0.0204111 Tree=3574 num_leaves=4 num_cat=0 split_feature=15 16 51 split_gain=6.9872 13.2912 5.66542 threshold=0.082805000000000004 -0.24404999999999996 -0.40548499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023153552083988976 0.011895217200786833 -0.020170691660984497 0.00091094980356756241 leaf_weight=4.0648939015809438 7.4702382918912944 18.630874119029613 168.34006348898401 leaf_count=103 55 1045 1903 internal_value=0 -0.0109817 0.000328908 internal_weight=0 26.1011 172.405 internal_count=3106 1100 2006 is_linear=0 shrinkage=0.0204111 Tree=3575 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=6.33162 5.89318 threshold=-0.40148999999999996 -0.074479999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023252043686937791 -0.0017702879132828414 0.0056836808783218657 leaf_weight=4.5232306244433849 123.77082468010485 68.581177234649658 leaf_count=109 2137 825 internal_value=0 0.00088911 internal_weight=0 192.352 internal_count=3071 2962 is_linear=0 shrinkage=0.0204111 Tree=3576 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=5.85862 6.47631 5.55702 threshold=-0.0048899999999999994 -0.15490999999999996 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032911213356344427 0.00024636099963198482 1.6719073888239663e-06 0.00027923184203519917 leaf_weight=13.483554907434156 19.209494120907038 167.74763563921442 2.8320242632180443 leaf_count=445 170 2448 16 internal_value=0 2.69457e-05 -0.000222334 internal_weight=0 186.957 16.3156 internal_count=3079 2618 461 is_linear=0 shrinkage=0.000400217 Tree=3577 num_leaves=4 num_cat=0 split_feature=15 4 49 split_gain=6.7282 16.7977 8.79476 threshold=0.084580000000000016 0.15164000000000002 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013779252204191805 -0.020285790289055281 0.020132024649808022 0.0028253236557895418 leaf_weight=14.393808984197674 17.225377634487817 5.5906299147754899 158.46818269457435 leaf_count=129 964 42 1925 internal_value=0 -0.0103322 0.00143468 internal_weight=0 22.816 172.862 internal_count=3060 1006 2054 is_linear=0 shrinkage=0.0204111 Tree=3578 num_leaves=4 num_cat=0 split_feature=133 52 13 split_gain=6.48406 6.31381 0.162109 threshold=-0.39935999999999994 -0.51586999999999994 -0.22129499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00068387939472112805 -0.00041651861064045633 2.5336010998105383e-05 -0.00041721434595988022 leaf_weight=0.8145250380039214 5.2038185751298434 202.76501419686247 3.2984867314808062 leaf_count=4 215 2744 164 internal_value=0 1.40617e-05 -0.000486748 internal_weight=0 207.969 4.11301 internal_count=3127 2959 168 is_linear=0 shrinkage=0.000400217 Tree=3579 num_leaves=4 num_cat=0 split_feature=1456 1365 12 split_gain=7.79692 6.70371 0.782687 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9712532977269458e-05 2.1458948037189039e-05 -0.00046215524935662629 -0.00048336372053632917 leaf_weight=195.11161526903743 0.52904386154841621 4.4296810622327021 5.4958556495257644 leaf_count=2778 7 47 260 internal_value=0 1.85403e-05 -0.000439453 internal_weight=0 199.541 6.0249 internal_count=3092 2825 267 is_linear=0 shrinkage=0.000400217 Tree=3580 num_leaves=4 num_cat=0 split_feature=0 43 0 split_gain=6.86064 12.1215 11.1457 threshold=-0.074479999999999977 -0.084004999999999982 -0.10185499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018396366366110807 0.016691465991167248 -0.00096033777376795066 -0.011242186099304951 leaf_weight=78.563970897113904 25.099566988646984 45.348273385316133 41.316103673627367 leaf_count=580 208 699 1555 internal_value=0 0.00534526 -0.00267524 internal_weight=0 70.4478 119.88 internal_count=3042 907 2135 is_linear=0 shrinkage=0.0204111 Tree=3581 num_leaves=3 num_cat=0 split_feature=160 14 split_gain=6.60869 6.44021 threshold=-0.40187499999999993 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044325614050600901 2.972917203717445e-05 -0.00041964169986645456 leaf_weight=5.000796445820014 190.15784493871615 5.1375187030062071 leaf_count=241 2725 91 internal_value=0 1.76742e-05 internal_weight=0 195.295 internal_count=3057 2816 is_linear=0 shrinkage=0.000400217 Tree=3582 num_leaves=3 num_cat=0 split_feature=158 457 split_gain=5.48961 5.4241 threshold=0.11174500000000002 0.53894500000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013271573744605015 -0.023094663338180419 -0.02651443088079591 leaf_weight=191.89030325051863 3.9413571333861901 2.8483238965272895 leaf_count=2966 121 14 internal_value=0 0.000904933 internal_weight=0 194.739 internal_count=3101 2980 is_linear=0 shrinkage=0.0204111 Tree=3583 num_leaves=3 num_cat=0 split_feature=156 42 split_gain=5.98755 6.47251 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043823145031947911 -0.00014249657322215349 5.1584181776688035e-05 leaf_weight=4.5732944550109087 32.867749757948332 166.28373057182762 leaf_count=167 825 2119 internal_value=0 1.94912e-05 internal_weight=0 199.151 internal_count=3111 2944 is_linear=0 shrinkage=0.000400217 Tree=3584 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=6.23092 6.71249 threshold=-0.52342999999999995 0.28122000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027623239929897708 -0.0014690148688871257 0.0093944362985340906 leaf_weight=3.3223206463735542 162.15796471392969 27.636462692636997 leaf_count=51 2689 337 internal_value=0 0.000117447 internal_weight=0 189.794 internal_count=3077 3026 is_linear=0 shrinkage=0.0204111 Tree=3585 num_leaves=3 num_cat=0 split_feature=52 2 split_gain=8.07474 7.37006 threshold=-0.41845999999999994 0.092120000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042082958422074113 -7.7153197055845774e-05 7.9260403275381794e-05 leaf_weight=7.3233662223210549 92.669802038581111 100.42510521039367 leaf_count=301 1722 1043 internal_value=0 4.19343e-06 internal_weight=0 193.095 internal_count=3066 2765 is_linear=0 shrinkage=0.000400217 Tree=3586 num_leaves=4 num_cat=0 split_feature=52 14 16 split_gain=6.69758 6.14462 1.40916 threshold=-0.41845999999999994 0.073890000000000011 0.18141000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0069462526020823622 0.0019511836248658364 -0.019594242470653968 -0.021306500596722237 leaf_weight=0.77210308576468278 186.82833838736406 5.5707443770952514 6.6460984107689001 leaf_count=36 2683 104 274 internal_value=0 0.00131632 -0.0183063 internal_weight=0 192.399 7.4182 internal_count=3097 2787 310 is_linear=0 shrinkage=0.0204111 Tree=3587 num_leaves=4 num_cat=0 split_feature=39 42 1 split_gain=6.96751 8.86837 6.2912 threshold=0.0047850000000000011 0.10259500000000001 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040923125179262551 -0.005880716684705971 -0.021200477383589381 0.013775760063250417 leaf_weight=151.29216837327112 9.1911102130543423 8.9471595780923945 25.223545100772753 leaf_count=2453 72 257 292 internal_value=0 -0.00158413 0.00852406 internal_weight=0 160.239 34.4147 internal_count=3074 2710 364 is_linear=0 shrinkage=0.0204111 Tree=3588 num_leaves=4 num_cat=0 split_feature=133 1 13 split_gain=6.89905 6.67415 0.236366 threshold=-0.26577499999999993 0.10100500000000003 -0.017354999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053058740884210016 -4.4553396607122285e-05 0.00010606572271794592 -0.00026000313721137206 leaf_weight=3.5570186113473028 122.68827971920837 76.354605918982998 1.0095424690516654 leaf_count=121 2160 756 61 internal_value=0 1.32526e-05 -0.000478423 internal_weight=0 199.043 4.56656 internal_count=3098 2916 182 is_linear=0 shrinkage=0.000400217 Tree=3589 num_leaves=4 num_cat=0 split_feature=1 42 42 split_gain=7.10466 8.41749 4.35268 threshold=0.11584000000000001 0.095515000000000003 0.096760000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019446425553941511 0.0042700102946388865 -0.016570423331097938 0.020419759072026346 leaf_weight=146.22873433784116 29.785372010199353 14.249403070192782 8.9949771021492761 leaf_count=2271 326 408 106 internal_value=0 -0.00165908 0.0080639 internal_weight=0 160.478 38.7803 internal_count=3111 2679 432 is_linear=0 shrinkage=0.0204111 Tree=3590 num_leaves=4 num_cat=0 split_feature=376 4 43 split_gain=6.92617 6.4382 2.87017 threshold=1.0000000180025095e-35 0.50652000000000019 -0.080924999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9080410682962172e-05 7.5884499802553708e-05 0.00032859370038750826 0.00040285067204195736 leaf_weight=177.54161495273001 8.1118646902032214 8.3321890234947187 9.1944557963870448 leaf_count=2802 77 137 84 internal_value=0 -1.28587e-05 0.000251067 internal_weight=0 185.874 17.3063 internal_count=3100 2939 161 is_linear=0 shrinkage=0.000400217 Tree=3591 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=10.341 7.66294 threshold=0.27166000000000007 -0.50992999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.027709403082673369 -0.027090746200065137 -0.00020939190270597059 leaf_weight=4.0730366958305231 5.7653994252905241 191.9967854898714 leaf_count=35 58 3033 internal_value=0 0.00038606 internal_weight=0 196.07 internal_count=3126 3068 is_linear=0 shrinkage=0.0204111 Tree=3592 num_leaves=4 num_cat=0 split_feature=403 1373 15 split_gain=5.80011 6.00854 2.88928 threshold=-0.092224999999999988 0.099250000000000019 -0.17159499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016034456886591091 0.0024570482813136571 -0.026682249043655491 -0.021614799786756313 leaf_weight=0.89898727927356947 197.84908617503243 2.8812642013654104 6.167043303808895 leaf_count=18 2749 23 344 internal_value=0 0.00202414 -0.0166494 internal_weight=0 200.73 7.06603 internal_count=3134 2772 362 is_linear=0 shrinkage=0.0204111 Tree=3593 num_leaves=4 num_cat=0 split_feature=484 1373 457 split_gain=6.86891 6.95154 4.89186 threshold=-0.0048899999999999994 0.099250000000000019 0.094310000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033231833576318273 3.313337112787932e-05 -0.0005285748165958185 0.00030943688350048518 leaf_weight=14.174002351937817 183.95423581206705 3.4862008099444202 2.1049252380616954 leaf_count=449 2588 28 15 internal_value=0 2.23769e-05 -0.00024779 internal_weight=0 187.44 16.2789 internal_count=3080 2616 464 is_linear=0 shrinkage=0.000400217 Tree=3594 num_leaves=4 num_cat=0 split_feature=1456 1 3 split_gain=6.59513 6.4803 1.53533 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014924864941371347 -0.00011531911244688972 4.5466556363838797e-05 -0.00043930108548691628 leaf_weight=0.73745240969583381 56.017214985884493 140.92860476998612 6.758707520319148 leaf_count=6 1400 1440 284 internal_value=0 -3.05181e-07 -0.000380057 internal_weight=0 196.946 7.49616 internal_count=3130 2840 290 is_linear=0 shrinkage=0.000400217 Tree=3595 num_leaves=3 num_cat=0 split_feature=1375 150 split_gain=8.77483 6.80422 threshold=-0.43271999999999994 0.082085000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.036336973504318047 -0.0021130283883544119 0.00684841497040005 leaf_weight=2.6990403975360087 150.87344990656129 45.956701328512281 leaf_count=17 2683 405 internal_value=0 -1.79703e-05 internal_weight=0 196.83 internal_count=3105 3088 is_linear=0 shrinkage=0.0204111 Tree=3596 num_leaves=4 num_cat=0 split_feature=160 484 15 split_gain=6.70739 6.73461 0.117521 threshold=-0.25833999999999996 -0.0048899999999999994 -0.10780999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010727373320412474 -0.010212140781305667 0.0034003249727829329 -0.022536087700174567 leaf_weight=0.71980664390139271 16.431263341510203 179.02668753801845 4.4112797182169734 leaf_count=19 480 2368 240 internal_value=0 0.0022508 -0.021144 internal_weight=0 195.458 5.13109 internal_count=3107 2848 259 is_linear=0 shrinkage=0.0204111 Tree=3597 num_leaves=4 num_cat=0 split_feature=14 3 0 split_gain=6.0491 5.85617 0.856783 threshold=0.077685000000000018 -0.097724999999999992 -0.10271999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0073102685388703129 -0.027588552256442765 -0.0008613302746856799 -0.0091993156339623128 leaf_weight=49.251066321274266 3.176320792757906 140.54545877146302 1.7846119764726598 leaf_count=405 78 2568 21 internal_value=0 0.00126221 -0.0213224 internal_weight=0 189.797 4.96093 internal_count=3072 2973 99 is_linear=0 shrinkage=0.0204111 Tree=3598 num_leaves=4 num_cat=0 split_feature=482 1213 0 split_gain=5.67973 5.83288 0.071416 threshold=0.10022500000000002 -1.0000000180025095e-35 -0.11471499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002866173312118395 -0.00063461028748676516 2.5758250242674225e-05 -0.00041392442752375189 leaf_weight=9.965117181389358 0.97057626955211196 191.95281523221638 2.5992936843540511 leaf_count=456 6 2506 96 internal_value=0 1.01915e-05 -0.000491399 internal_weight=0 201.918 3.56987 internal_count=3064 2962 102 is_linear=0 shrinkage=0.000400217 Tree=3599 num_leaves=4 num_cat=0 split_feature=2 43 11 split_gain=6.97912 7.55796 5.16351 threshold=0.09802000000000001 0.086285000000000014 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021848516362262187 0.0056045621643161896 -0.024994557550745488 -0.015810165575439263 leaf_weight=105.97350667888531 77.787212904251646 6.3091012493241569 4.8846168103627852 leaf_count=1987 857 181 67 internal_value=0 -0.00349014 0.00431961 internal_weight=0 112.283 82.6718 internal_count=3092 2168 924 is_linear=0 shrinkage=0.0204111 Tree=3600 num_leaves=4 num_cat=0 split_feature=4 160 14 split_gain=5.56074 7.78926 1.44951 threshold=0.50673000000000001 -0.096069999999999989 -0.46795499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030203631429089755 -4.1468246869196887e-06 -3.2639777846604128e-06 0.0003817282253451107 leaf_weight=15.065607016440479 2.0056870249100029 176.69596633588662 6.8561938069760782 leaf_count=381 35 2518 135 internal_value=0 -2.68994e-05 0.000295432 internal_weight=0 191.762 8.86188 internal_count=3069 2899 170 is_linear=0 shrinkage=0.000400217 Tree=3601 num_leaves=4 num_cat=0 split_feature=3 457 12 split_gain=6.88471 6.42127 3.56081 threshold=0.17769000000000004 0.079930000000000015 -0.052409999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9161399819011731e-05 -1.899619325816785e-05 0.00012181303497132737 0.00040099577263944523 leaf_weight=157.07153211865807 4.9620194570161393 34.260302710812539 9.117322189267723 leaf_count=2679 71 257 80 internal_value=0 -3.49139e-05 0.000253995 internal_weight=0 191.332 14.0793 internal_count=3087 2936 151 is_linear=0 shrinkage=0.000400217 Tree=3602 num_leaves=3 num_cat=0 split_feature=1373 130 split_gain=6.1179 6.21374 threshold=0.099250000000000019 0.079100000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00096270259791709557 -0.029001409803800813 -0.017441110075840007 leaf_weight=184.43863433061051 2.9240809015464029 7.8613701911526723 leaf_count=2707 25 358 internal_value=0 0.000200629 internal_weight=0 192.3 internal_count=3090 3065 is_linear=0 shrinkage=0.0204111 Tree=3603 num_leaves=4 num_cat=0 split_feature=43 1365 4 split_gain=7.27519 6.96169 1.03661 threshold=0.25537500000000007 1.0000000180025095e-35 0.27608500000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046953551648797959 -0.027078005043512581 -0.027927663712027314 -0.0069103786056782125 leaf_weight=184.90684951789444 4.6759692066698326 3.5559670426882795 1.4854697966948149 leaf_count=2839 170 54 18 internal_value=0 -8.25346e-05 -0.0224259 internal_weight=0 188.463 6.16144 internal_count=3081 2893 188 is_linear=0 shrinkage=0.0204111 Tree=3604 num_leaves=4 num_cat=0 split_feature=43 484 15 split_gain=6.83343 7.29121 1.98297 threshold=0.25537500000000007 -0.0048899999999999994 -0.24211499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028351793953945817 9.5281390571214339e-05 1.7347149243911024e-05 -0.00052920045622312283 leaf_weight=13.775914490572175 0.92866325378417958 181.587195317843 5.095454169670119 leaf_count=456 12 2465 179 internal_value=0 -4.01842e-06 -0.00043295 internal_weight=0 195.363 6.02412 internal_count=3112 2921 191 is_linear=0 shrinkage=0.000400217 Tree=3605 num_leaves=3 num_cat=0 split_feature=33 14 split_gain=6.15847 6.17327 threshold=-1.0000000180025095e-35 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042439950411529177 4.9471635367742334e-05 -0.00038057251958612448 leaf_weight=4.6239479305222622 191.11131984431995 5.3893656700383863 leaf_count=42 2934 102 internal_value=0 3.74669e-05 internal_weight=0 196.501 internal_count=3078 3036 is_linear=0 shrinkage=0.000400217 Tree=3606 num_leaves=4 num_cat=0 split_feature=160 124 15 split_gain=5.92731 6.06515 0.209323 threshold=-0.40187499999999993 -0.50873999999999986 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015791622715010875 -0.00064187543294880027 4.0818273992513913e-06 -0.0004462785451485122 leaf_weight=0.61291976016946126 2.2449575066566458 191.15002620729501 4.962774680403526 leaf_count=18 17 2808 234 internal_value=0 -3.78361e-06 -0.000418313 internal_weight=0 193.395 5.57569 internal_count=3077 2825 252 is_linear=0 shrinkage=0.000400217 Tree=3607 num_leaves=4 num_cat=0 split_feature=484 150 0 split_gain=8.98758 7.96549 7.25911 threshold=-1.0000000180025095e-35 0.094545000000000018 -0.07087499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042677437009008021 -2.6920361169447871e-05 0.00028448827172625408 0.00013931269646339349 leaf_weight=12.425728372065349 119.57963622297393 3.0730420667678109 64.7848061833065 leaf_count=464 1877 17 692 internal_value=0 -0.000284719 3.15423e-05 internal_weight=0 15.4988 184.364 internal_count=3050 481 2569 is_linear=0 shrinkage=0.000400217 Tree=3608 num_leaves=4 num_cat=0 split_feature=1429 14 160 split_gain=5.58877 5.68302 1.32674 threshold=-1.0000000180025095e-35 0.077685000000000018 -0.090239999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020203365850061344 0.0015960368491527909 -0.020258320763154581 -0.025881287324388616 leaf_weight=1.3036131475237196 191.89700836635893 4.9768598931841543 3.934837218723259 leaf_count=30 2848 104 118 internal_value=0 0.00103237 -0.0201099 internal_weight=0 196.874 5.23845 internal_count=3100 2952 148 is_linear=0 shrinkage=0.0204111 Tree=3609 num_leaves=4 num_cat=0 split_feature=42 12 484 split_gain=7.49518 8.7215 6.4615 threshold=-1.0000000180025095e-35 0.023990000000000004 -0.0048899999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030699622960982424 -0.012012502144133257 -0.023151003926236972 0.0023018132385104477 leaf_weight=15.937068543280477 14.265208827535387 12.256970881426239 152.38294802344171 leaf_count=133 420 698 1824 internal_value=0 -0.0102904 0.00106925 internal_weight=0 28.194 166.648 internal_count=3075 831 2244 is_linear=0 shrinkage=0.0204111 Tree=3610 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=7.15365 15.5035 7.45395 threshold=0.09258000000000001 -0.11550499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0085718100491004763 0.011453830115727263 -0.0098931953809221207 -0.00094202688525449655 leaf_weight=25.47944159200415 28.468628918286413 72.941234924073797 68.954313050024211 leaf_count=181 346 1900 703 internal_value=0 -0.00510861 0.00268924 internal_weight=0 98.4207 97.4229 internal_count=3130 2081 1049 is_linear=0 shrinkage=0.0204111 Tree=3611 num_leaves=3 num_cat=0 split_feature=160 1373 split_gain=6.97831 6.07057 threshold=-0.40187499999999993 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044393552551100609 3.5239638483522569e-05 -0.0005222148338841216 leaf_weight=5.0781401300919233 193.20204657298746 3.068749090190976 leaf_count=235 2813 23 internal_value=0 2.62309e-05 internal_weight=0 196.271 internal_count=3071 2836 is_linear=0 shrinkage=0.000400217 Tree=3612 num_leaves=4 num_cat=0 split_feature=2 0 124 split_gain=6.90376 10.5238 6.05024 threshold=0.096585000000000018 -0.070064999999999975 -0.095074999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012965738530817142 -0.00045247146819865462 0.00014163468872193378 0.00011604950287348024 leaf_weight=77.497503842227161 2.9907612162642172 32.386653978377581 91.954496066260617 leaf_count=1759 27 323 961 internal_value=0 -4.96355e-05 9.76293e-05 internal_weight=0 109.884 94.9453 internal_count=3070 2082 988 is_linear=0 shrinkage=0.000400217 Tree=3613 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=7.14823 7.68818 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041271331810198431 0.0013821271055617832 2.5281352565927266e-05 leaf_weight=5.9100506282411507 0.55923004355281491 199.08358260209206 leaf_count=276 3 2824 internal_value=0 2.98547e-05 internal_weight=0 199.643 internal_count=3103 2827 is_linear=0 shrinkage=0.000400217 Tree=3614 num_leaves=4 num_cat=0 split_feature=160 453 15 split_gain=6.63148 6.1727 4.63481 threshold=-0.20907999999999996 0.10963500000000002 -0.31881499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015816098717906759 0.0024090198774976931 -0.029285178097352621 -0.020170842966618505 leaf_weight=1.6934401020407666 188.95163706160383 2.4836703948676577 9.0698773899930512 leaf_count=45 2766 14 280 internal_value=0 0.00198094 -0.0144043 internal_weight=0 191.435 10.7633 internal_count=3105 2780 325 is_linear=0 shrinkage=0.0204111 Tree=3615 num_leaves=4 num_cat=0 split_feature=42 1 123 split_gain=7.59534 10.864 8.35545 threshold=-1.0000000180025095e-35 0.081315000000000012 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045764281292825658 8.1937842404818159e-07 2.8017399851142207e-05 0.00028782098971348206 leaf_weight=13.15456505585462 154.97872927837307 16.593046214431524 18.038755617104471 leaf_count=597 2025 231 234 internal_value=0 -0.000187655 3.09089e-05 internal_weight=0 29.7476 173.017 internal_count=3087 828 2259 is_linear=0 shrinkage=0.000400217 Tree=3616 num_leaves=4 num_cat=0 split_feature=12 132 43 split_gain=6.90299 8.39962 7.93909 threshold=0.080020000000000022 0.082150000000000015 -0.19537999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2941139739636931e-05 0.00019908409157863376 0.00041474358377580935 -0.00012941029436338842 leaf_weight=100.8482150133932 13.76190940174274 10.050349460449068 78.429216213640757 leaf_count=763 157 82 2090 internal_value=0 6.7926e-05 -8.0192e-05 internal_weight=0 110.899 92.1911 internal_count=3092 845 2247 is_linear=0 shrinkage=0.000400217 Tree=3617 num_leaves=4 num_cat=0 split_feature=128 41 2 split_gain=6.84979 5.89878 1.99416 threshold=0.085185000000000025 0.087145000000000014 0.11342000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1758957348825116e-05 -0.0004888265784118252 -0.0003367009469817292 7.5044102435872849e-05 leaf_weight=191.51985570706893 5.5246735634282222 7.1100388325285158 1.1891802162863312 leaf_count=2838 194 84 23 internal_value=0 1.83875e-05 -0.000389359 internal_weight=0 198.63 6.71385 internal_count=3139 2922 217 is_linear=0 shrinkage=0.000400217 Tree=3618 num_leaves=4 num_cat=0 split_feature=43 1365 15 split_gain=7.08068 6.32187 0.965321 threshold=0.25537500000000007 0.085225000000000009 -0.24211499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7612802313630594e-05 -6.2683010861775988e-06 -0.00050706842302279036 -0.00051330698225923277 leaf_weight=196.88559903434361 0.69350326806306828 3.4950086395256212 4.559264938987325 leaf_count=2924 9 46 169 internal_value=0 1.8009e-05 -0.000447893 internal_weight=0 200.381 5.25277 internal_count=3148 2970 178 is_linear=0 shrinkage=0.000400217 Tree=3619 num_leaves=4 num_cat=0 split_feature=132 42 2 split_gain=6.12354 8.01768 4.18117 threshold=0.08018500000000002 -1.0000000180025095e-35 0.099300000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012894115221842861 0.0005397399462181646 0.00030470450823374268 0.018132079336989598 leaf_weight=21.801130927109625 10.547659957199359 153.35146386607084 11.973456065636126 leaf_count=682 193 2075 124 internal_value=0 -0.00134533 0.00993622 internal_weight=0 175.153 22.5211 internal_count=3074 2757 317 is_linear=0 shrinkage=0.0204111 Tree=3620 num_leaves=4 num_cat=0 split_feature=133 38 1 split_gain=6.21028 6.2208 0.1746 threshold=-0.39935999999999994 1.0000000180025095e-35 0.11751000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043109717227943168 1.5944519021702246e-05 -0.00033132207053126306 -0.00070974754401256334 leaf_weight=2.8412446582224216 189.64212750503793 8.5267087969696131 0.86026873253285874 leaf_count=160 2847 73 5 internal_value=0 8.23849e-07 -0.000514796 internal_weight=0 198.169 3.70151 internal_count=3085 2920 165 is_linear=0 shrinkage=0.000400217 Tree=3621 num_leaves=4 num_cat=0 split_feature=1429 42 43 split_gain=6.7579 7.77247 0.512106 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.079184999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019791527072898261 -0.00014889418589960525 6.4252178544425698e-05 -0.00051417243229533996 leaf_weight=1.3038164628669617 32.53109996789135 170.67530861494015 3.6627540177432811 leaf_count=56 864 2116 92 internal_value=0 3.00666e-05 -0.000437343 internal_weight=0 203.206 4.96657 internal_count=3128 2980 148 is_linear=0 shrinkage=0.000400217 Tree=3622 num_leaves=4 num_cat=0 split_feature=50 12 133 split_gain=6.67676 9.73412 9.60807 threshold=0.10114000000000002 -1.0000000180025095e-35 0.10635000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030914438071647375 0.016602532362252273 -0.022466892018944834 -0.020939113385314522 leaf_weight=176.41468747213366 3.4778181274887165 10.281499660108237 7.1040386701351954 leaf_count=2348 34 331 374 internal_value=0 -0.0125374 0.00214902 internal_weight=0 13.7593 183.519 internal_count=3087 365 2722 is_linear=0 shrinkage=0.0204111 Tree=3623 num_leaves=4 num_cat=0 split_feature=0 14 0 split_gain=6.56247 14.4152 9.99495 threshold=-0.10726999999999999 -0.13131999999999996 -0.074654999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024306301330470698 -0.010034061374502211 0.0073309743091668021 0.0021385611319320627 leaf_weight=6.4042380684986702 46.292489002924412 76.052905754419044 71.176014043739997 leaf_count=55 1571 520 942 internal_value=0 0.00484416 -0.00266346 internal_weight=0 82.4571 117.469 internal_count=3088 575 2513 is_linear=0 shrinkage=0.0204111 Tree=3624 num_leaves=4 num_cat=0 split_feature=403 156 13 split_gain=7.19049 6.04488 0.908195 threshold=0.090530000000000013 0.11896500000000002 -0.11112499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014603329376699887 -0.00019970092574904275 -0.025520098070876771 -0.023124778383168246 leaf_weight=182.84878168237628 0.82016273459885258 3.4144234084524205 5.8964314867625935 leaf_count=2737 29 99 224 internal_value=0 0.000950715 -0.0203746 internal_weight=0 186.263 6.71659 internal_count=3089 2836 253 is_linear=0 shrinkage=0.0204111 Tree=3625 num_leaves=4 num_cat=0 split_feature=403 1 472 split_gain=6.11005 6.39062 6.16169 threshold=-1.0000000180025095e-35 0.080270000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044216148315400264 -0.00043850677453560744 4.2258109345226518e-05 4.3622083367402015e-05 leaf_weight=9.2073783440282586 4.2387406115885815 8.1666657151654345 176.93325149163138 leaf_count=550 155 181 2204 internal_value=0 -0.000215648 3.20782e-05 internal_weight=0 17.374 181.172 internal_count=3090 731 2359 is_linear=0 shrinkage=0.000400217 Tree=3626 num_leaves=4 num_cat=0 split_feature=12 47 133 split_gain=8.22699 11.9778 9.87933 threshold=0.084045000000000022 0.080860000000000015 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014370503569165647 -9.4593798602209339e-06 -0.00017446752437744596 -0.00033376982147625945 leaf_weight=91.108564250927884 61.79912034975132 23.819983548484743 19.7776551162533 leaf_count=829 1196 168 835 internal_value=0 7.76553e-05 -8.84356e-05 internal_weight=0 114.929 81.5768 internal_count=3028 997 2031 is_linear=0 shrinkage=0.000400217 Tree=3627 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=8.38428 9.44096 7.6634 threshold=0.076845000000000011 -0.084074999999999997 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016904339983743168 -0.013114202293675398 4.3407882866895354e-05 0.0038759888945748234 leaf_weight=22.959654532460263 11.977679553441702 33.68866604968207 130.07469774456695 leaf_count=797 169 797 1345 internal_value=0 -0.00684534 0.0024342 internal_weight=0 56.6483 142.052 internal_count=3108 1594 1514 is_linear=0 shrinkage=0.0204111 Tree=3628 num_leaves=4 num_cat=0 split_feature=47 0 1 split_gain=6.37245 15.687 8.11805 threshold=0.086425000000000016 -0.016814999999999997 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013556492605025692 -0.013465706320721717 0.023235098514484524 0.0085955041275067191 leaf_weight=106.86320659075864 30.508437807206064 5.6605289448052636 50.068032680777833 leaf_count=2096 364 26 586 internal_value=0 -0.00766796 0.00182308 internal_weight=0 36.169 156.931 internal_count=3072 390 2682 is_linear=0 shrinkage=0.0204111 Tree=3629 num_leaves=4 num_cat=0 split_feature=0 47 3 split_gain=6.68706 12.9365 9.40742 threshold=-0.10726999999999999 0.077065000000000008 0.17769000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016300330398269166 -9.7849432492782884e-05 -0.00022172062951523401 0.00044049034872979952 leaf_weight=62.216338004218414 112.54245028845617 17.950148073490709 5.3412328916601828 leaf_count=445 2457 115 57 internal_value=0 7.66703e-05 -7.30628e-05 internal_weight=0 80.1665 117.884 internal_count=3074 560 2514 is_linear=0 shrinkage=0.000400217 Tree=3630 num_leaves=4 num_cat=0 split_feature=38 124 43 split_gain=5.68496 7.16889 3.68344 threshold=1.0000000180025095e-35 -0.048219999999999992 -0.042829999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012734086743703042 -0.00039140966994528198 -9.3623298071891382e-05 -0.02528935302261379 leaf_weight=20.234971119323745 4.3907150728628039 168.11655915094889 5.5737215543631446 leaf_count=216 31 2770 52 internal_value=0 0.00129123 -0.0144446 internal_weight=0 188.352 9.96444 internal_count=3069 2986 83 is_linear=0 shrinkage=0.0204111 Tree=3631 num_leaves=4 num_cat=0 split_feature=1456 2 3 split_gain=6.33053 5.9005 1.4342 threshold=-1.0000000180025095e-35 0.153865 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015916609070591104 -7.5218596683022025e-06 0.0003460123806876493 -0.0004227788953430766 leaf_weight=0.69530878914520133 184.330165069754 7.773022537585347 6.7363651337218462 leaf_count=5 2720 105 285 internal_value=0 6.97633e-06 -0.000366778 internal_weight=0 192.103 7.43167 internal_count=3115 2825 290 is_linear=0 shrinkage=0.000400217 Tree=3632 num_leaves=4 num_cat=0 split_feature=376 133 43 split_gain=6.92785 7.7595 3.58368 threshold=0.048375000000000008 0.086935000000000012 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026218258443083204 0.0069408896544882531 -0.01384380635533463 0.028482924983095192 leaf_weight=162.32134059743839 13.039615747053178 17.940974878903944 4.2115621278062454 leaf_count=2182 151 761 22 internal_value=0 -0.00114947 0.0123497 internal_weight=0 180.262 17.2512 internal_count=3116 2943 173 is_linear=0 shrinkage=0.0204111 Tree=3633 num_leaves=4 num_cat=0 split_feature=3 31 0 split_gain=6.14692 6.26253 5.65005 threshold=0.17769000000000004 -1.0000000180025095e-35 -0.13409999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.02180204810458141 -0.0013838012248574665 -0.001826518388189977 0.024714066779668701 leaf_weight=4.6878796331584445 6.3125318516977131 177.31138736766297 7.4952619168907386 leaf_count=82 62 2887 86 internal_value=0 -0.00120487 0.0128677 internal_weight=0 181.999 13.8078 internal_count=3117 2969 148 is_linear=0 shrinkage=0.0204111 Tree=3634 num_leaves=4 num_cat=0 split_feature=1456 1213 12 split_gain=6.79222 6.8396 1.82964 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016537104319747861 0.0069724933963509371 0.0015158746646059405 -0.024987372291383345 leaf_weight=9.0672922962694411 0.81299637421034265 183.96059030160541 5.4349382833461268 leaf_count=461 11 2389 264 internal_value=0 0.000658759 -0.0207791 internal_weight=0 193.028 6.24793 internal_count=3125 2850 275 is_linear=0 shrinkage=0.0204111 Tree=3635 num_leaves=4 num_cat=0 split_feature=42 43 0 split_gain=8.14326 10.0078 7.10836 threshold=-1.0000000180025095e-35 -0.19537999999999997 -0.00017999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002997909423539287 0.00040240922865136857 4.5307088635019146e-06 0.00019828082760014814 leaf_weight=22.889363257796507 10.702300385572014 159.09068818952073 5.650077123194932 leaf_count=794 74 2170 37 internal_value=0 2.98582e-05 -0.000200796 internal_weight=0 169.793 28.5394 internal_count=3075 2244 831 is_linear=0 shrinkage=0.000400217 Tree=3636 num_leaves=4 num_cat=0 split_feature=50 44 123 split_gain=6.09361 9.25002 7.89902 threshold=0.086500000000000007 1.0000000180025095e-35 0.088205000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.2230740114299172e-05 -0.00028833560315612495 -0.00062596265948614569 0.00040681264029495269 leaf_weight=180.55983339180239 17.857587951177269 3.1681895889341822 2.9639698136597863 leaf_count=2476 558 26 24 internal_value=0 4.01619e-05 -0.000187734 internal_weight=0 183.728 20.8216 internal_count=3084 2502 582 is_linear=0 shrinkage=0.000400217 Tree=3637 num_leaves=4 num_cat=0 split_feature=41 38 1 split_gain=6.17946 6.56727 1.77318 threshold=0.082980000000000012 0.11976000000000002 0.10761000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00097221074859717279 -0.024227871066948375 -0.029537010678764526 -0.0065199857046129581 leaf_weight=185.89571909495862 5.1600977240595949 2.8746316106989971 4.4593655355274677 leaf_count=2972 75 18 39 internal_value=0 0.000490377 -0.0161884 internal_weight=0 188.77 9.61946 internal_count=3104 2990 114 is_linear=0 shrinkage=0.0204111 Tree=3638 num_leaves=4 num_cat=0 split_feature=155 0 15 split_gain=6.75722 6.90787 0.812249 threshold=0.083500000000000005 -0.074479999999999977 -0.10324499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022142995648221329 -0.0037643778072401139 0.0059493887573702636 -0.022047436695105029 leaf_weight=115.71879265448661 1.2724441089667378 68.740358199342154 6.0752497876528642 leaf_count=2062 24 789 192 internal_value=0 0.000829736 -0.0189853 internal_weight=0 184.459 7.34769 internal_count=3067 2851 216 is_linear=0 shrinkage=0.0204111 Tree=3639 num_leaves=4 num_cat=0 split_feature=14 484 48 split_gain=6.29207 6.01845 1.02144 threshold=0.077685000000000018 -0.0048899999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021421469408848491 -0.000680611609245195 4.7932568044004048e-05 -0.00026966164263791378 leaf_weight=15.103087898809461 1.8148313688579945 179.84255602280609 2.4709349190816274 leaf_count=457 17 2499 72 internal_value=0 2.75118e-05 -0.000456579 internal_weight=0 194.946 4.28577 internal_count=3045 2956 89 is_linear=0 shrinkage=0.000400217 Tree=3640 num_leaves=4 num_cat=0 split_feature=4 1374 0 split_gain=6.34055 7.52481 0.457435 threshold=0.51074000000000008 0.09309000000000002 -0.14775499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9494067699372808e-06 0.00016407553712383398 -0.00047601753275389636 0.00042356226347698328 leaf_weight=189.14430124938372 1.5867285383865235 5.2458012588322154 5.6618746800813815 leaf_count=2880 25 47 121 internal_value=0 -8.2965e-06 0.00037012 internal_weight=0 194.39 7.2486 internal_count=3073 2927 146 is_linear=0 shrinkage=0.000400217 Tree=3641 num_leaves=4 num_cat=0 split_feature=376 1456 42 split_gain=6.94479 7.39238 4.17571 threshold=0.048375000000000008 1.0000000180025095e-35 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00068261112797983426 -0.005938420520588873 -0.024641957437059082 0.01758034846219704 leaf_weight=172.37939236481907 4.0506432317197349 5.4256398644647552 13.259812083560972 leaf_count=2700 19 265 150 internal_value=0 -0.00142877 0.0120742 internal_weight=0 177.805 17.3105 internal_count=3134 2965 169 is_linear=0 shrinkage=0.0204111 Tree=3642 num_leaves=4 num_cat=0 split_feature=376 133 133 split_gain=6.59242 6.39468 1.34674 threshold=0.048375000000000008 0.11253500000000001 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1280594587023154e-06 0.00013114401085993359 -0.00039722463239388417 0.00035342710780291673 leaf_weight=178.67549580620835 9.0981340813450533 6.5846122222137629 8.6749623378273082 leaf_count=2541 61 396 104 internal_value=0 -1.32618e-05 0.000241173 internal_weight=0 185.26 17.7731 internal_count=3102 2937 165 is_linear=0 shrinkage=0.000400217 Tree=3643 num_leaves=4 num_cat=0 split_feature=484 1365 150 split_gain=7.29185 6.63523 5.02702 threshold=-0.0048899999999999994 1.0000000180025095e-35 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02072803054985144 0.00096098981668456707 -0.025741039424065248 0.011867435781948281 leaf_weight=11.201278944819931 177.80452037113719 3.851459799334406 2.3102053627371779 leaf_count=470 2625 44 17 internal_value=0 0.000379347 -0.0151031 internal_weight=0 181.656 13.5115 internal_count=3156 2669 487 is_linear=0 shrinkage=0.0204111 Tree=3644 num_leaves=4 num_cat=0 split_feature=4 14 40 split_gain=6.27176 6.56689 4.98818 threshold=-0.49367499999999992 0.077685000000000018 -0.012844999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.006393206864840459 0.0014787860314639343 -0.023582957329909345 -0.023540545207492367 leaf_weight=3.2167588006705046 183.80038128176238 4.3496625489788121 7.8411712190136296 leaf_count=23 2830 87 127 internal_value=0 0.000885726 -0.014856 internal_weight=0 188.15 11.0579 internal_count=3067 2917 150 is_linear=0 shrinkage=0.0204111 Tree=3645 num_leaves=3 num_cat=0 split_feature=124 3 split_gain=5.90369 6.86414 threshold=-0.52484999999999993 0.30991000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.033912498259439788 -0.00054336056753243153 0.018891167776149305 leaf_weight=2.017693080008029 182.98407003271859 7.7859413567930451 leaf_count=15 2924 118 internal_value=0 0.000260441 internal_weight=0 190.77 internal_count=3057 3042 is_linear=0 shrinkage=0.0204111 Tree=3646 num_leaves=3 num_cat=0 split_feature=1373 457 split_gain=5.70609 5.85209 threshold=0.099250000000000019 0.53894500000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.243103415146581e-05 -0.00052293600483645372 -0.00051562823159579014 leaf_weight=200.28841247232049 2.9910829663276663 3.0582904368638983 leaf_count=3089 25 15 internal_value=0 2.39091e-05 internal_weight=0 203.347 internal_count=3129 3104 is_linear=0 shrinkage=0.000400217 Tree=3647 num_leaves=4 num_cat=0 split_feature=51 42 133 split_gain=7.12914 8.01349 7.4348 threshold=-0.10998999999999999 -1.0000000180025095e-35 -0.081184999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017935691920008923 -0.0094734670675151317 0.0032504311451835204 -0.018560589560150654 leaf_weight=2.7056354354717795 23.60098536987789 158.15036306888214 13.635635081329381 leaf_count=40 763 2048 263 internal_value=0 0.00159338 -0.0124369 internal_weight=0 181.751 16.3413 internal_count=3114 2811 303 is_linear=0 shrinkage=0.0204111 Tree=3648 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=6.91537 9.74283 7.1767 threshold=-0.10075499999999998 -0.077814999999999981 -0.060024999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018919392576759013 -0.012738520231279934 0.00043206987378915262 0.014199921083080604 leaf_weight=21.184908263850957 29.016737872472731 118.93539563729428 25.204515020363033 leaf_count=227 1355 1328 190 internal_value=0 -0.00215866 0.0068643 internal_weight=0 147.952 46.3894 internal_count=3100 2683 417 is_linear=0 shrinkage=0.0204111 Tree=3649 num_leaves=4 num_cat=0 split_feature=4 1348 14 split_gain=6.27689 6.56698 1.75962 threshold=0.50673000000000001 0.090050000000000005 -0.46510999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5712150639271949e-05 -1.0009099059261736e-05 0.00039141806858684843 0.00042563243694195767 leaf_weight=184.89960566104855 1.9336500226054338 5.5622359453700474 6.2183496123179776 leaf_count=2900 36 41 127 internal_value=0 -3.27238e-05 0.000323563 internal_weight=0 190.462 8.152 internal_count=3104 2941 163 is_linear=0 shrinkage=0.000400217 Tree=3650 num_leaves=4 num_cat=0 split_feature=13 132 38 split_gain=6.32966 10.5521 5.59556 threshold=-0.10462499999999998 0.08018500000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020082498935787099 -6.7459476264007852e-05 0.00025434093607625019 -0.00024995379188372328 leaf_weight=34.784210048383102 152.42117464999319 18.166593977948651 4.9518586546182624 leaf_count=292 2543 253 35 internal_value=0 -3.30453e-05 0.000144105 internal_weight=0 170.588 39.7361 internal_count=3123 2796 327 is_linear=0 shrinkage=0.000400217 Tree=3651 num_leaves=4 num_cat=0 split_feature=4 1375 12 split_gain=7.71204 6.52438 4.47308 threshold=-0.49367499999999992 -1.0000000180025095e-35 -0.076464999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0065905926974747829 -0.013626128050568773 0.00095705272312704903 -0.025074021567819418 leaf_weight=2.344842053949832 13.698522038757799 171.35814023064449 8.1650086874142271 leaf_count=17 142 2812 139 internal_value=0 -0.00013003 -0.0180144 internal_weight=0 185.057 10.5099 internal_count=3110 2954 156 is_linear=0 shrinkage=0.0204111 Tree=3652 num_leaves=4 num_cat=0 split_feature=15 41 1 split_gain=7.15481 6.06497 5.43248 threshold=0.098970000000000016 0.082980000000000012 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0030939201860603256 -0.022779280757580875 -0.013629873867974358 0.0017468415013416234 leaf_weight=174.37887874775333 8.6689115955959988 9.4177710623480362 6.5571610182523719 leaf_count=2674 278 114 48 internal_value=0 0.00222921 -0.0122814 internal_weight=0 183.797 15.2261 internal_count=3114 2788 326 is_linear=0 shrinkage=0.0204111 Tree=3653 num_leaves=4 num_cat=0 split_feature=43 1373 4 split_gain=6.26142 5.82273 1.0429 threshold=0.25537500000000007 0.099250000000000019 0.27711500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012903178642198058 -0.025321722360861023 -0.027129749866139832 -0.0035995281034712162 leaf_weight=188.24500758136855 4.4112954719457766 2.9401665653567752 1.2077424358576534 leaf_count=2925 168 23 15 internal_value=0 0.000837633 -0.0208143 internal_weight=0 191.185 5.61904 internal_count=3131 2948 183 is_linear=0 shrinkage=0.0204111 Tree=3654 num_leaves=4 num_cat=0 split_feature=4 376 14 split_gain=8.4239 6.1645 0.471196 threshold=0.50673000000000001 1.0000000180025095e-35 -0.46795499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0034516416260275172 0.0092499826077219859 0.010298362512036807 0.02152988705157103 leaf_weight=169.67203868934303 1.9612381767947225 14.657120367977766 6.1724076387472433 leaf_count=2819 34 128 137 internal_value=0 -0.00235271 0.0187347 internal_weight=0 184.329 8.13365 internal_count=3118 2947 171 is_linear=0 shrinkage=0.0204111 Tree=3655 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=7.3037 12.2893 6.16797 threshold=0.09450500000000002 -0.11550499999999998 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015632843386512139 -0.00023253941710836711 -0.0001600073854219785 0.00010645253670728113 leaf_weight=26.033250518608838 9.4726688675582391 79.446103543130448 83.809360006242059 leaf_count=181 123 1979 838 internal_value=0 -8.18499e-05 7.17908e-05 internal_weight=0 105.479 93.282 internal_count=3121 2160 961 is_linear=0 shrinkage=0.000400217 Tree=3656 num_leaves=4 num_cat=0 split_feature=1 4 11 split_gain=8.55219 7.51635 4.09439 threshold=0.10100500000000003 -0.49367499999999992 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022875582848073239 0.0069216807953606631 -0.0022787524600749952 -0.0081843552132803473 leaf_weight=7.8137207459658375 65.313131062895991 108.13833532013814 8.344332264736293 leaf_count=94 682 2238 85 internal_value=0 -0.00368745 0.00520056 internal_weight=0 115.952 73.6575 internal_count=3099 2332 767 is_linear=0 shrinkage=0.0204111 Tree=3657 num_leaves=3 num_cat=0 split_feature=44 39 split_gain=6.46516 6.02145 threshold=1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.9446187450672859e-06 -0.00041911676325276679 0.00018555930715477445 leaf_weight=161.32687121306662 5.3080640956759444 30.919240760966204 leaf_count=2664 51 344 internal_value=0 2.41061e-05 internal_weight=0 192.246 internal_count=3059 3008 is_linear=0 shrinkage=0.000400217 Tree=3658 num_leaves=4 num_cat=0 split_feature=1456 3 158 split_gain=6.70059 6.50301 2.45145 threshold=-1.0000000180025095e-35 -0.097724999999999992 -0.47570999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011873465748953016 0.0074046086101940524 -0.0013325121946625512 -0.022497500697789528 leaf_weight=0.91673920350149263 47.798203313024715 136.8127031501499 6.8255114678177042 leaf_count=10 426 2340 285 internal_value=0 0.000932761 -0.0183165 internal_weight=0 184.611 7.74225 internal_count=3061 2766 295 is_linear=0 shrinkage=0.0204111 Tree=3659 num_leaves=4 num_cat=0 split_feature=4 402 14 split_gain=6.68762 7.02446 1.0109 threshold=0.50673000000000001 0.086255000000000012 -0.46795499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022940796248938419 0.0043532843927501109 -0.018087841379687403 0.021527031449810927 leaf_weight=170.46065879927482 1.9025021779816595 9.080435941956237 6.5395937245339137 leaf_count=2574 32 316 145 internal_value=0 -0.000707697 0.0177644 internal_weight=0 179.541 8.4421 internal_count=3067 2890 177 is_linear=0 shrinkage=0.0204111 Tree=3660 num_leaves=4 num_cat=0 split_feature=42 40 33 split_gain=8.25873 9.01286 6.39137 threshold=-1.0000000180025095e-35 0.0023950000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016569277290404794 -0.022659760536267809 0.012594755911709563 0.0021167771808344991 leaf_weight=21.670713094907118 4.3462130157276979 5.4484180007129899 160.72480206514592 leaf_count=790 40 28 2231 internal_value=0 -0.0106823 0.00144951 internal_weight=0 27.1191 165.071 internal_count=3089 818 2271 is_linear=0 shrinkage=0.0204111 Tree=3661 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=6.64618 7.5106 threshold=-0.52342999999999995 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055486413264678512 -4.0219447688919738e-05 0.00011668431654951595 leaf_weight=3.1454703328199676 124.47489311895333 80.292919180355966 leaf_count=52 2266 809 internal_value=0 2.13353e-05 internal_weight=0 204.768 internal_count=3127 3075 is_linear=0 shrinkage=0.000400217 Tree=3662 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=5.96292 8.3324 threshold=0.27266500000000005 -0.27157999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020842020999952068 -0.019220645188459187 -0.00018010624704750992 leaf_weight=8.1148502095602435 6.3242714626248917 173.78840068349382 leaf_count=105 57 2887 internal_value=0 0.000769952 internal_weight=0 181.903 internal_count=3049 2992 is_linear=0 shrinkage=0.0204111 Tree=3663 num_leaves=4 num_cat=0 split_feature=42 12 43 split_gain=6.34747 10.4545 9.54927 threshold=-1.0000000180025095e-35 0.023990000000000004 -0.19537999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014328083629980505 0.019897104990939808 -0.023796386411992065 0.00020605876750131108 leaf_weight=16.571111438213851 10.863483618013559 11.529511049098799 157.53101363583119 leaf_count=129 80 698 2184 internal_value=0 -0.00897193 0.00148875 internal_weight=0 28.1006 168.394 internal_count=3091 827 2264 is_linear=0 shrinkage=0.0204111 Tree=3664 num_leaves=3 num_cat=0 split_feature=2 1374 split_gain=6.36333 6.35963 threshold=-0.58149499999999998 0.087785000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.134289438685183 0.00089074677640328865 -0.019123385519068628 leaf_weight=0.034715734422205879 190.71537827394786 6.739949786104261 leaf_count=3 3040 75 internal_value=0 0.000197133 internal_weight=0 197.455 internal_count=3118 3115 is_linear=0 shrinkage=0.0204111 Tree=3665 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=7.44876 14.4331 10.104 threshold=-0.074479999999999977 -0.087664999999999979 -0.069999999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005779562665034362 0.012856693726278337 -0.018937435753150586 -0.0025500070883405393 leaf_weight=97.766743534128182 32.174464851384982 21.71070020381012 39.278171677608043 leaf_count=1081 370 1076 543 internal_value=0 -0.00392873 0.00439675 internal_weight=0 119.477 71.4526 internal_count=3070 2157 913 is_linear=0 shrinkage=0.0204111 Tree=3666 num_leaves=4 num_cat=0 split_feature=376 3 42 split_gain=6.65085 8.83671 4.32602 threshold=0.048375000000000008 -0.097724999999999992 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0062629559447730954 -0.0072933755730621797 -0.0039776503614867001 0.017708840768019506 leaf_weight=48.232012106105685 3.6229798309505012 128.10127120703692 13.061035893158985 leaf_count=462 17 2477 158 internal_value=0 -0.00117437 0.0122671 internal_weight=0 176.333 16.684 internal_count=3114 2939 175 is_linear=0 shrinkage=0.0204111 Tree=3667 num_leaves=3 num_cat=0 split_feature=124 3 split_gain=5.62166 5.99663 threshold=-0.52484999999999993 0.30991000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.03363966134017693 -0.00053642208189116339 0.018540328299657585 leaf_weight=1.9587030764669169 184.57391777966404 7.0179163750726721 leaf_count=14 2955 118 internal_value=0 0.000172771 internal_weight=0 191.592 internal_count=3087 3073 is_linear=0 shrinkage=0.0204111 Tree=3668 num_leaves=4 num_cat=0 split_feature=1 15 42 split_gain=5.91588 6.34482 3.69922 threshold=0.12856000000000004 0.084050000000000014 0.082850000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1369002557397751e-06 0.00010918244530956362 -0.00023246621045048825 0.000507228913911453 leaf_weight=155.52128111111233 15.678802879760044 20.052742650266737 4.8391974028199902 leaf_count=1786 177 1011 86 internal_value=0 -2.12453e-05 0.000205306 internal_weight=0 175.574 20.518 internal_count=3060 2797 263 is_linear=0 shrinkage=0.000400217 Tree=3669 num_leaves=4 num_cat=0 split_feature=376 1373 42 split_gain=6.42409 6.10393 4.39319 threshold=1.0000000180025095e-35 0.099250000000000019 -0.090249999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044926072370788062 -0.009275893520903869 -0.028930688291923995 0.017593421137562355 leaf_weight=169.80519240620197 3.0645529106259373 3.0819556110072872 13.051955908536909 leaf_count=2923 17 26 157 internal_value=0 -0.000975378 0.0124555 internal_weight=0 172.887 16.1165 internal_count=3123 2949 174 is_linear=0 shrinkage=0.0204111 Tree=3670 num_leaves=3 num_cat=0 split_feature=15 2 split_gain=5.08552 5.49736 threshold=0.24290000000000003 0.092120000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0028184830009802429 -0.027709559837283994 0.0041233517329047542 leaf_weight=90.949766505305888 2.5299495046492657 99.305943710147403 leaf_count=1851 22 1231 internal_value=0 0.000805174 internal_weight=0 190.256 internal_count=3104 3082 is_linear=0 shrinkage=0.0204111 Tree=3671 num_leaves=3 num_cat=0 split_feature=124 3 split_gain=6.03922 5.92465 threshold=-0.52484999999999993 0.30991000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.036919695007793463 -0.00095144663010395621 0.01839476930559952 leaf_weight=1.7781567983329285 182.52011983608827 6.7299399091862133 leaf_count=12 2935 111 internal_value=0 -0.000253004 internal_weight=0 189.25 internal_count=3058 3046 is_linear=0 shrinkage=0.0204111 Tree=3672 num_leaves=3 num_cat=0 split_feature=151 1212 split_gain=6.93415 5.96064 threshold=-0.52342999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028613992768547737 -0.021915896636759462 0.0020071327208560749 leaf_weight=3.1433071149513117 4.33373816605308 181.42277274266235 leaf_count=53 237 2792 internal_value=0 0.00143614 internal_weight=0 185.757 internal_count=3082 3029 is_linear=0 shrinkage=0.0204111 Tree=3673 num_leaves=4 num_cat=0 split_feature=52 1 151 split_gain=7.00692 7.38912 0.988667 threshold=-0.40306999999999998 0.099470000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059918179306088005 -0.0036978157186123629 0.0045767709330022093 -0.021794371052032951 leaf_weight=1.0521504802163688 108.72988813329721 76.493037218926474 7.3751795974094403 leaf_count=49 2094 716 266 internal_value=0 -0.000279891 -0.0191907 internal_weight=0 185.223 8.42733 internal_count=3125 2810 315 is_linear=0 shrinkage=0.0204111 Tree=3674 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=6.02044 10.2766 7.15291 threshold=0.09450500000000002 0.084050000000000014 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3354259432167219e-05 0.00014811359713024679 -0.00026154077246898027 -8.6389041793706207e-05 leaf_weight=77.276115411194041 65.527807439095341 30.215374624473043 30.433957959990948 leaf_count=1105 716 1055 246 internal_value=0 -6.41092e-05 7.37279e-05 internal_weight=0 107.491 95.9618 internal_count=3122 2160 962 is_linear=0 shrinkage=0.000400217 Tree=3675 num_leaves=4 num_cat=0 split_feature=155 42 15 split_gain=5.82477 6.11282 0.326291 threshold=0.090655000000000013 -1.0000000180025095e-35 -0.079534999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0078409589198935314 -0.0092231094652154549 0.0024420863533355375 -0.023067536616795881 leaf_weight=28.153085921425372 1.1012191688641904 162.74794029453187 4.2446368471719316 leaf_count=810 32 2102 152 internal_value=0 0.000921889 -0.0204634 internal_weight=0 190.901 5.34586 internal_count=3096 2912 184 is_linear=0 shrinkage=0.0204111 Tree=3676 num_leaves=4 num_cat=0 split_feature=160 4 15 split_gain=6.91077 6.18933 0.105414 threshold=-0.25833999999999996 -0.49096999999999996 -0.10780999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022702724648312805 -0.00028184766904181864 2.7234772038934129e-05 -0.00045144494466837186 leaf_weight=0.74275235505774606 10.898721148259936 180.33362605239381 5.1157151609077109 leaf_count=20 150 2671 237 internal_value=0 9.46491e-06 -0.000427784 internal_weight=0 191.232 5.85847 internal_count=3078 2821 257 is_linear=0 shrinkage=0.000400217 Tree=3677 num_leaves=4 num_cat=0 split_feature=1456 41 3 split_gain=6.45461 6.49728 1.42852 threshold=-1.0000000180025095e-35 0.087145000000000014 -0.15145999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0087667204579560312 0.0021028105795902014 -0.018123727782394343 -0.021632883216168592 leaf_weight=0.65662049269303668 176.61845113916206 6.7622917611151925 6.2219409220560911 leaf_count=7 2710 93 284 internal_value=0 0.00134634 -0.018637 internal_weight=0 183.381 6.87856 internal_count=3094 2803 291 is_linear=0 shrinkage=0.0204111 Tree=3678 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=5.56193 8.06039 4.48145 threshold=0.11584000000000001 0.098970000000000016 0.095880000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00093581588616924497 0.012679166166843954 -0.022180686142647194 -0.0018255184560524087 leaf_weight=147.4749882882461 21.82900052680634 7.7242485116003072 14.859045092249287 leaf_count=2425 282 285 157 internal_value=0 -0.0020084 0.00681694 internal_weight=0 155.199 36.688 internal_count=3149 2710 439 is_linear=0 shrinkage=0.0204111 Tree=3679 num_leaves=4 num_cat=0 split_feature=457 52 39 split_gain=6.02384 11.9291 8.68458 threshold=0.069705000000000003 -0.089949999999999988 0.0047850000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0049938456231055821 -0.024544454728492128 0.012282852946644185 0.0074788100012739243 leaf_weight=130.80585283620167 4.1547022862359908 26.059710948262364 28.178019673447125 leaf_count=2572 52 210 296 internal_value=0 0.00714691 -0.00277951 internal_weight=0 30.2144 158.984 internal_count=3130 262 2868 is_linear=0 shrinkage=0.0204111 Tree=3680 num_leaves=4 num_cat=0 split_feature=3 0 11 split_gain=6.96082 7.95009 7.91298 threshold=-0.10643499999999999 -0.10185499999999999 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013215863412228909 0.0035887416335059737 -0.0058725709661614032 -0.0056668189769419489 leaf_weight=31.539961178321391 68.93541549379006 79.618710162787465 12.986278056865556 leaf_count=226 492 2201 168 internal_value=0 -0.00148272 0.00770824 internal_weight=0 148.554 44.5262 internal_count=3087 2693 394 is_linear=0 shrinkage=0.0204111 Tree=3681 num_leaves=4 num_cat=0 split_feature=158 456 15 split_gain=6.06827 7.20564 6.33262 threshold=0.084965000000000027 0.087055000000000007 -0.25766499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025645748944083447 0.020220072523131571 -0.017306082451220173 -0.01762327251508998 leaf_weight=167.11380250175716 2.0661270937416694 7.8539414780680081 12.326052184042053 leaf_count=2597 60 158 275 internal_value=0 0.00166212 -0.0120764 internal_weight=0 174.968 14.3922 internal_count=3090 2755 335 is_linear=0 shrinkage=0.0204111 Tree=3682 num_leaves=4 num_cat=0 split_feature=1213 456 475 split_gain=6.3251 5.90041 4.8226 threshold=-1.0000000180025095e-35 0.084065000000000015 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046029311875150333 3.3935799871983941e-05 -0.00029303874092302467 -0.00042762866660051523 leaf_weight=1.020483374595641 172.33945377898635 9.2058717827312631 8.0476340526947734 leaf_count=2 2448 193 459 internal_value=0 1.7185e-05 -0.000323311 internal_weight=0 181.545 9.06812 internal_count=3102 2641 461 is_linear=0 shrinkage=0.000400217 Tree=3683 num_leaves=3 num_cat=0 split_feature=453 14 split_gain=5.96428 5.92914 threshold=0.10963500000000002 0.077685000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018978571272684132 -0.029144462158916685 -0.019357728342250531 leaf_weight=190.84748471222701 2.607888674363493 5.5169827196514225 leaf_count=2980 17 101 internal_value=0 0.00128998 internal_weight=0 196.364 internal_count=3098 3081 is_linear=0 shrinkage=0.0204111 Tree=3684 num_leaves=4 num_cat=0 split_feature=15 1365 40 split_gain=6.0876 5.65812 5.24413 threshold=0.10347000000000002 0.087320000000000009 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016495885658160275 0.010533546462939771 -0.027225272812395868 -0.020380624059151854 leaf_weight=170.86133733473253 2.886372302658855 2.7630149750038973 9.8901934425812197 leaf_count=2790 18 33 263 internal_value=0 0.00117283 -0.0133659 internal_weight=0 173.624 12.7766 internal_count=3104 2823 281 is_linear=0 shrinkage=0.0204111 Tree=3685 num_leaves=4 num_cat=0 split_feature=15 49 40 split_gain=6.84367 6.27348 5.84525 threshold=0.10347000000000002 -0.085934999999999984 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020331137769901629 0.00021330101712060967 5.665212973981145e-05 -0.00040950145143268848 leaf_weight=16.212728298734874 3.0807296680286518 166.84184191847453 10.124593046726657 leaf_count=134 21 2676 262 internal_value=0 3.35175e-05 -0.000263633 internal_weight=0 183.055 13.2053 internal_count=3093 2810 283 is_linear=0 shrinkage=0.000400217 Tree=3686 num_leaves=3 num_cat=0 split_feature=160 1375 split_gain=7.0294 6.09302 threshold=-0.25833999999999996 -0.43271999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022783928953726072 -0.028446239191539702 0.001011888014592376 leaf_weight=5.4276551750954232 2.86034216498956 184.57290751219261 leaf_count=259 17 2765 internal_value=0 0.000545625 internal_weight=0 187.433 internal_count=3041 2782 is_linear=0 shrinkage=0.0204111 Tree=3687 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=6.70977 9.74908 6.746 threshold=0.076845000000000011 -0.084074999999999997 0.078295000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016851550860857833 0.033752155837300846 0.00099120288078327319 0.0016341040321316044 leaf_weight=21.447244246402988 2.671413770876824 31.221485762827797 129.88736789755058 leaf_count=796 14 796 1466 internal_value=0 -0.00629488 0.00230931 internal_weight=0 52.6687 132.559 internal_count=3072 1592 1480 is_linear=0 shrinkage=0.0204111 Tree=3688 num_leaves=4 num_cat=0 split_feature=4 483 160 split_gain=6.39593 7.3956 0.161629 threshold=0.50673000000000001 0.080590000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4334034102630576e-05 0.00042630368448506119 -0.00032047400709040515 0.00028517282608895423 leaf_weight=174.76691023871535 3.9029105827212334 11.135246696008833 3.9512728317640713 leaf_count=2646 81 297 79 internal_value=0 -5.90127e-06 0.00036031 internal_weight=0 185.902 7.85418 internal_count=3103 2943 160 is_linear=0 shrinkage=0.000400217 Tree=3689 num_leaves=3 num_cat=0 split_feature=52 160 split_gain=6.25608 6.43873 threshold=-0.51586999999999994 -0.15845999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041805186359517336 -0.00027894428212826361 3.0579647856653944e-05 leaf_weight=5.4600161127746096 11.335373445559524 180.46691017205012 leaf_count=233 356 2536 internal_value=0 1.21349e-05 internal_weight=0 191.802 internal_count=3125 2892 is_linear=0 shrinkage=0.000400217 Tree=3690 num_leaves=4 num_cat=0 split_feature=2 0 16 split_gain=6.47737 6.39281 1.03308 threshold=0.14808000000000002 -0.10726999999999999 0.15100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3512806545222332e-05 0.0003399920985768709 -0.00010997077490882234 5.5402861989618656e-05 leaf_weight=73.954201992135495 8.1659497702494246 105.16177933488507 2.7781001213006666 leaf_count=519 111 2427 34 internal_value=0 -4.66122e-05 0.000269043 internal_weight=0 179.116 10.944 internal_count=3091 2946 145 is_linear=0 shrinkage=0.000400217 Tree=3691 num_leaves=3 num_cat=0 split_feature=1348 13 split_gain=7.80873 7.78816 threshold=0.084620000000000015 -0.090899999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010222469737058224 0.00032101477821833521 -9.0026335405598391e-05 leaf_weight=44.852943088044412 9.8996682185679656 135.31109656643821 leaf_count=471 71 2529 internal_value=0 -4.21305e-05 internal_weight=0 180.164 internal_count=3071 3000 is_linear=0 shrinkage=0.000400217 Tree=3692 num_leaves=4 num_cat=0 split_feature=2 128 1 split_gain=6.60993 8.39708 1.19893 threshold=0.14832500000000001 0.081680000000000016 0.109225 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3099772953548018e-06 7.9164732129940999e-05 -0.00046478457379044353 0.00040575764147542483 leaf_weight=177.59610223217169 2.4908604491502029 6.3782309803646049 7.0382923735305667 leaf_count=2717 25 230 107 internal_value=0 -1.76512e-05 0.000322299 internal_weight=0 183.974 9.52915 internal_count=3079 2947 132 is_linear=0 shrinkage=0.000400217 Tree=3693 num_leaves=3 num_cat=0 split_feature=31 44 split_gain=6.0119 6.55866 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023014310123645371 0.00060602958942144211 -0.021254869463319594 leaf_weight=4.7090660328976801 187.04614972689888 5.7857798011973491 leaf_count=94 2977 57 internal_value=0 -6.18444e-05 internal_weight=0 192.832 internal_count=3128 3034 is_linear=0 shrinkage=0.0204111 Tree=3694 num_leaves=4 num_cat=0 split_feature=43 14 15 split_gain=6.36332 5.72145 2.00125 threshold=0.25537500000000007 0.077685000000000018 -0.20388499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001137995200408687 0.0052421441614883138 -0.021179727976886782 -0.027541552025272045 leaf_weight=180.19437319846475 0.89884986681863654 4.8042139580938956 4.3748099785880177 leaf_count=2818 28 92 155 internal_value=0 0.000545968 -0.021961 internal_weight=0 184.999 5.27366 internal_count=3093 2910 183 is_linear=0 shrinkage=0.0204111 Tree=3695 num_leaves=4 num_cat=0 split_feature=39 48 38 split_gain=5.8522 10.7755 5.30777 threshold=0.0047850000000000011 0.12663000000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1702229486669443e-05 0.00023207242663935668 -0.00045285438140519067 -0.0001758755883620773 leaf_weight=151.08988138230052 25.33195502078161 9.3100881571881455 6.303638629615306 leaf_count=2649 289 70 68 internal_value=0 -3.7606e-05 0.000150452 internal_weight=0 160.4 31.6356 internal_count=3076 2719 357 is_linear=0 shrinkage=0.000400217 Tree=3696 num_leaves=4 num_cat=0 split_feature=42 1 483 split_gain=7.02729 7.02815 6.65043 threshold=-1.0000000180025095e-35 0.081315000000000012 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020531474287422385 0.0035871482737466053 0.00014230968860377198 -0.011699530795704446 leaf_weight=11.854970336105909 149.51814819002175 16.020168002927676 12.768048557452856 leaf_count=604 1892 227 344 internal_value=0 -0.00869697 0.00237721 internal_weight=0 27.8751 162.286 internal_count=3067 831 2236 is_linear=0 shrinkage=0.0204111 Tree=3697 num_leaves=3 num_cat=0 split_feature=52 1456 split_gain=7.91553 7.69773 threshold=-0.42985499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041915336299392064 -0.00037934796917919175 4.7211742658933014e-05 leaf_weight=6.3393756413715883 6.9232619345712001 184.48584935211693 leaf_count=287 256 2593 internal_value=0 3.15703e-05 internal_weight=0 191.409 internal_count=3136 2849 is_linear=0 shrinkage=0.000400217 Tree=3698 num_leaves=4 num_cat=0 split_feature=133 1 1 split_gain=5.43177 5.47434 0.261195 threshold=-0.39935999999999994 0.11584000000000001 0.11751000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020401084007009671 -0.0015833369380243668 0.007223889050916781 -0.036284525522287316 leaf_weight=2.5675371680408712 146.86864563715062 36.643416533945128 0.85109620168805111 leaf_count=151 2482 432 5 internal_value=0 0.000178609 -0.0253807 internal_weight=0 183.512 3.41863 internal_count=3070 2914 156 is_linear=0 shrinkage=0.0204111 Tree=3699 num_leaves=4 num_cat=0 split_feature=1429 160 43 split_gain=6.26797 6.84705 0.497029 threshold=-1.0000000180025095e-35 0.091525000000000009 -0.074169999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0098111204318528464 0.0027999837468908411 -0.0093638509311947133 -0.026460372824873398 leaf_weight=1.1845530931313986 166.63982976399711 21.689832555886824 3.394857403356581 leaf_count=52 2655 296 93 internal_value=0 0.00139435 -0.0224907 internal_weight=0 188.33 4.57941 internal_count=3096 2951 145 is_linear=0 shrinkage=0.0204111 Tree=3700 num_leaves=4 num_cat=0 split_feature=39 4 3 split_gain=6.03622 7.84231 4.25044 threshold=0.0047850000000000011 -0.49367499999999992 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0240485130466455 0.010038261849631578 -0.0016481648165772591 -0.012190147767390769 leaf_weight=6.7039567111060014 27.406792638241317 146.35769875562983 4.0238115899264804 leaf_count=126 321 2580 31 internal_value=0 -0.00264614 0.00715936 internal_weight=0 153.062 31.4306 internal_count=3058 2706 352 is_linear=0 shrinkage=0.0204111 Tree=3701 num_leaves=4 num_cat=0 split_feature=160 482 133 split_gain=5.47236 5.27067 0.0944505 threshold=-0.25833999999999996 0.10022500000000002 0.047870000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045044514555740126 1.1140399558561557e-05 -0.00047838010344014364 -0.00024680021679162283 leaf_weight=4.0526625696220426 183.58250403220882 3.4799499902292146 0.92226219453732472 leaf_count=160 2725 107 99 internal_value=0 1.75306e-06 -0.000418956 internal_weight=0 187.062 4.97492 internal_count=3091 2832 259 is_linear=0 shrinkage=0.000400217 Tree=3702 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=6.77508 6.1652 threshold=-0.52342999999999995 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005288097175193652 1.6721261079617322e-06 0.00019563598696271627 leaf_weight=3.3935059315990648 164.90816488536075 31.105267972219735 leaf_count=51 2675 340 internal_value=0 3.25463e-05 internal_weight=0 196.013 internal_count=3066 3015 is_linear=0 shrinkage=0.000400217 Tree=3703 num_leaves=4 num_cat=0 split_feature=483 15 42 split_gain=6.63039 7.04638 1.2135 threshold=0.096950000000000022 -0.24269999999999997 0.09112000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014361926049922105 -0.027092119426349898 -0.00098575291838998266 -0.0053722504576700289 leaf_weight=13.332105129491536 4.3512766683415967 170.62586275534704 1.4954371203202752 leaf_count=224 103 2711 75 internal_value=0 0.000134609 -0.0217421 internal_weight=0 183.958 5.84671 internal_count=3113 2935 178 is_linear=0 shrinkage=0.0204111 Tree=3704 num_leaves=4 num_cat=0 split_feature=42 39 128 split_gain=7.50647 10.7922 8.95484 threshold=0.085675000000000015 0.085285000000000014 0.085185000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.7908561169226507e-05 -0.00023889288663368654 0.00025463253745475748 -0.00042702747183160744 leaf_weight=141.2464472099964 37.952427087002434 8.6266866866499168 6.2631002322013947 leaf_count=1709 1040 142 218 internal_value=0 -0.000147098 3.70104e-05 internal_weight=0 46.5791 147.51 internal_count=3109 1182 1927 is_linear=0 shrinkage=0.000400217 Tree=3705 num_leaves=3 num_cat=0 split_feature=453 2 split_gain=5.59259 6.10406 threshold=0.096095000000000014 0.097925000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.8179673529374892e-05 -0.00045506454269581128 9.7103695243793141e-05 leaf_weight=109.27217624039622 4.0604934403672805 80.23580424033571 leaf_count=2139 31 923 internal_value=0 1.33529e-05 internal_weight=0 189.508 internal_count=3093 3062 is_linear=0 shrinkage=0.000400217 Tree=3706 num_leaves=4 num_cat=0 split_feature=133 52 1 split_gain=6.57679 6.34327 0.110921 threshold=-0.39935999999999994 -0.51586999999999994 0.11751000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042880109467742018 -0.0004173363292389907 3.2951756231844435e-05 -0.00067124841686513003 leaf_weight=2.7139408960647411 5.0373686078237361 186.74454204720678 0.97490266524255265 leaf_count=148 211 2692 6 internal_value=0 2.08878e-05 -0.000510763 internal_weight=0 191.782 3.68884 internal_count=3057 2903 154 is_linear=0 shrinkage=0.000400217 Tree=3707 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=7.57652 9.27803 threshold=0.27166000000000007 -0.19537999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015771253124323991 -0.025017526575375038 -0.00057651034452314398 leaf_weight=15.677584475837646 4.747314525069668 172.13674704584992 leaf_count=164 57 2879 internal_value=0 0.000796684 internal_weight=0 187.814 internal_count=3100 3043 is_linear=0 shrinkage=0.0204111 Tree=3708 num_leaves=4 num_cat=0 split_feature=14 13 4 split_gain=5.28537 6.05008 0.429167 threshold=0.073890000000000011 0.077550000000000022 -0.064209999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061922562891655875 -0.024211050283753345 0.009491289101871277 -0.011125042214322006 leaf_weight=156.13837163886637 3.2583074952708557 29.167088631103979 1.9785604877397407 leaf_count=2651 79 333 32 internal_value=0 0.00097694 -0.0196034 internal_weight=0 185.305 5.23687 internal_count=3095 2984 111 is_linear=0 shrinkage=0.0204111 Tree=3709 num_leaves=4 num_cat=0 split_feature=133 472 15 split_gain=5.964 5.65193 0.672385 threshold=0.13997000000000001 -1.0000000180025095e-35 -0.14172499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044280558669187824 9.0079579124084208e-05 3.8417926071380613e-05 -0.00042864751325532744 leaf_weight=3.8806244682054958 0.39543165545910586 188.09822838805849 5.1006565520656286 leaf_count=147 17 2610 321 internal_value=0 2.84381e-05 -0.000390273 internal_weight=0 191.979 5.49609 internal_count=3095 2757 338 is_linear=0 shrinkage=0.000400217 Tree=3710 num_leaves=3 num_cat=0 split_feature=124 128 split_gain=5.07012 6.10456 threshold=0.11158000000000001 0.085185000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00070468450892463346 0.019635169858391237 -0.020088654651796746 leaf_weight=177.63217917847214 5.5451402096077791 5.971535098477033 leaf_count=2855 35 228 internal_value=0 1.65699e-05 internal_weight=0 183.604 internal_count=3118 3083 is_linear=0 shrinkage=0.0204111 Tree=3711 num_leaves=4 num_cat=0 split_feature=3 0 11 split_gain=6.48329 7.71864 5.753 threshold=-0.15490999999999996 -0.11471499999999998 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037959156730070818 8.8157142527958799e-05 -8.4608520195941688e-05 -4.5658537890791934e-05 leaf_weight=13.303461589850487 69.665349911781959 101.81720791314729 8.1811443436890823 leaf_count=85 459 2457 130 internal_value=0 -1.44102e-05 0.000218263 internal_weight=0 171.483 21.4846 internal_count=3131 2916 215 is_linear=0 shrinkage=0.000400217 Tree=3712 num_leaves=3 num_cat=0 split_feature=1373 403 split_gain=5.68943 5.69213 threshold=0.099250000000000019 -0.092224999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00032750020540190891 -0.00051074616000977265 3.7195701737603551e-05 leaf_weight=7.0096221844432867 3.1344259551260611 183.31901636114344 leaf_count=368 26 2695 internal_value=0 2.35796e-05 internal_weight=0 190.329 internal_count=3089 3063 is_linear=0 shrinkage=0.000400217 Tree=3713 num_leaves=4 num_cat=0 split_feature=484 456 48 split_gain=5.56168 6.94646 3.45521 threshold=-0.079734999999999986 0.08728000000000001 0.12737000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02076484548452761 0.0021643142151632068 -0.018279164628438635 0.013971553196593003 leaf_weight=7.31083583133295 177.45831868157256 7.0940202535130075 1.3399322922341523 leaf_count=324 2653 113 9 internal_value=0 0.00136788 -0.0152747 internal_weight=0 184.552 8.65077 internal_count=3099 2766 333 is_linear=0 shrinkage=0.0204111 Tree=3714 num_leaves=4 num_cat=0 split_feature=133 33 1 split_gain=6.03691 6.15235 0.126222 threshold=-0.39935999999999994 -1.0000000180025095e-35 0.11751000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021601275902908487 -0.022477087253214959 0.0014170120459251435 -0.034635266517049262 leaf_weight=2.4196559036499816 4.4918422289192668 180.82482053048443 0.955160193145275 leaf_count=161 44 2879 5 internal_value=0 0.000824627 -0.026284 internal_weight=0 185.317 3.37482 internal_count=3089 2923 166 is_linear=0 shrinkage=0.0204111 Tree=3715 num_leaves=4 num_cat=0 split_feature=376 1 2 split_gain=6.08453 6.07493 2.86448 threshold=1.0000000180025095e-35 0.12856000000000004 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2811115539579735e-05 5.5057955622364028e-05 0.00019707442361353554 0.00039481835307363452 leaf_weight=163.35020950989565 7.4086573889944694 18.749086461029947 8.5683841509744507 leaf_count=2722 89 220 80 internal_value=0 -1.80064e-05 0.000238749 internal_weight=0 182.099 15.977 internal_count=3111 2942 169 is_linear=0 shrinkage=0.000400217 Tree=3716 num_leaves=4 num_cat=0 split_feature=0 48 4 split_gain=9.28083 12.3831 10.877 threshold=-0.10726999999999999 0.12879500000000002 0.13736000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012700882638615963 -0.00014856887379253905 -0.00045317008692293909 0.00020287726469232537 leaf_weight=73.905517946812324 96.150119277474005 6.2927562168333671 16.426853118697181 leaf_count=533 2279 39 256 internal_value=0 8.09168e-05 -9.71364e-05 internal_weight=0 80.1983 112.577 internal_count=3107 572 2535 is_linear=0 shrinkage=0.000400217 Tree=3717 num_leaves=4 num_cat=0 split_feature=474 124 16 split_gain=6.00239 5.8451 0.113069 threshold=-1.0000000180025095e-35 -0.52484999999999993 0.19578000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.032526127487138297 -0.032202994359267205 0.0019044288049424555 -0.020534796148918254 leaf_weight=1.1045822922606015 2.0051134880632153 187.84757203058689 2.3212430425919592 leaf_count=34 15 2975 85 internal_value=0 0.00152544 -0.0253082 internal_weight=0 189.853 3.42583 internal_count=3109 2990 119 is_linear=0 shrinkage=0.0204111 Tree=3718 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=6.62292 8.60539 threshold=1.0000000180025095e-35 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00026015364244206878 -0.00035502001230360844 -9.4870327046134899e-06 leaf_weight=21.18719182536006 7.7297003520652643 172.41115991605329 leaf_count=227 70 2783 internal_value=0 2.01555e-05 internal_weight=0 193.598 internal_count=3080 3010 is_linear=0 shrinkage=0.000400217 Tree=3719 num_leaves=4 num_cat=0 split_feature=376 4 42 split_gain=6.6307 8.37745 2.30601 threshold=0.048375000000000008 -0.49977499999999991 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045602725483115809 -3.1681220953925069e-05 -6.3960644523182674e-06 0.00031406243919640016 leaf_weight=6.7869524741545311 3.9857138991355923 175.12208273366559 13.346086682286112 leaf_count=121 19 2795 147 internal_value=0 -2.34418e-05 0.00023486 internal_weight=0 181.909 17.3318 internal_count=3082 2916 166 is_linear=0 shrinkage=0.000400217 Tree=3720 num_leaves=4 num_cat=0 split_feature=47 50 4 split_gain=9.96107 12.2945 10.7392 threshold=0.085385000000000016 0.086500000000000007 -0.019944999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035465231878050126 0.0078207599425945094 -0.018462560063746965 -0.017379988094256574 leaf_weight=140.66189869301161 9.7610283191315812 11.321761390106984 24.709065842325799 leaf_count=2172 103 462 293 internal_value=0 0.00189461 -0.0102416 internal_weight=0 151.984 34.4701 internal_count=3030 2634 396 is_linear=0 shrinkage=0.0204111 Tree=3721 num_leaves=4 num_cat=0 split_feature=15 51 4 split_gain=7.02596 9.00157 7.81631 threshold=0.084050000000000014 -0.10998999999999999 0.17888000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027964028384280028 -0.00031366167896854189 5.0488178841190184e-05 0.00034656597101197033 leaf_weight=14.377839343214871 19.192090533353625 152.05635524203535 3.2786844205111256 leaf_count=287 1028 1733 16 internal_value=0 2.18004e-05 -0.000216088 internal_weight=0 166.434 22.4708 internal_count=3064 2020 1044 is_linear=0 shrinkage=0.000400217 Tree=3722 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=5.59566 12.9061 11.1386 threshold=-0.10726999999999999 0.11928500000000002 -0.075944999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0069608168804708194 -0.011521311288027693 -0.020613234808311426 0.0019395812075743246 leaf_weight=68.607464415952563 40.651071230240632 7.7741302852518848 68.826119502307847 leaf_count=512 1547 53 974 internal_value=0 0.00412826 -0.00306538 internal_weight=0 76.3816 109.477 internal_count=3086 565 2521 is_linear=0 shrinkage=0.0204111 Tree=3723 num_leaves=4 num_cat=0 split_feature=2 1 150 split_gain=8.24335 9.21012 7.29621 threshold=0.097925000000000012 0.076845000000000011 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029585060958116854 -4.7183205638797999e-06 -3.6043190023690007e-05 0.00028437724958394947 leaf_weight=30.475495978404069 63.928235576138832 76.689656220842153 17.784869535360485 leaf_count=1179 765 957 152 internal_value=0 -0.000110159 5.85064e-05 internal_weight=0 107.165 81.7131 internal_count=3053 2136 917 is_linear=0 shrinkage=0.000400217 Tree=3724 num_leaves=4 num_cat=0 split_feature=2 158 3 split_gain=5.87924 5.99798 0.189541 threshold=0.15239500000000003 0.084710000000000021 -0.005644999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030058670675440168 0.021645800537946482 -0.013301427369853886 0.013593506315270641 leaf_weight=171.98381784596131 3.7465757522732019 14.544829937047323 3.1981469858437768 leaf_count=2666 49 324 62 internal_value=0 -0.000767393 0.0182121 internal_weight=0 186.529 6.94472 internal_count=3101 2990 111 is_linear=0 shrinkage=0.0204111 Tree=3725 num_leaves=4 num_cat=0 split_feature=1375 474 51 split_gain=6.99149 6.45263 3.71266 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090100000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040348752018014609 -0.00049157498842940413 4.1505154583563435e-05 7.7391062354726544e-05 leaf_weight=9.3750636454205942 3.6018249024637035 176.65583200150286 3.4839663393795481 leaf_count=126 117 2780 19 internal_value=0 3.05549e-05 -0.000273657 internal_weight=0 180.258 12.859 internal_count=3042 2897 145 is_linear=0 shrinkage=0.000400217 Tree=3726 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=6.00669 10.4816 4.74699 threshold=0.088975000000000012 -0.15464999999999998 0.14226500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0064095616455987752 0.00388666341221409 -0.0094619450336703454 -0.013657538479595912 leaf_weight=24.890696939313784 99.481549202930182 56.513380686723394 6.7594359880313268 leaf_count=149 1153 1724 50 internal_value=0 -0.00460682 0.00275723 internal_weight=0 81.4041 106.241 internal_count=3076 1873 1203 is_linear=0 shrinkage=0.0204111 Tree=3727 num_leaves=4 num_cat=0 split_feature=15 4 50 split_gain=6.59357 8.98734 3.5358 threshold=-0.24269999999999997 0.41548500000000005 0.11570500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016770978780791684 -0.00054943373294665811 -0.027309918459910019 -0.010320258962513457 leaf_weight=12.848508255556224 170.29288045573048 5.282332904636859 2.2966993711888781 leaf_count=227 2819 39 20 internal_value=0 -0.00137144 0.0126171 internal_weight=0 175.575 15.1452 internal_count=3105 2858 247 is_linear=0 shrinkage=0.0204111 Tree=3728 num_leaves=3 num_cat=0 split_feature=52 484 split_gain=8.93767 6.27379 threshold=-0.41845999999999994 0.11749000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042091943278156239 4.3382321210528776e-05 -0.00050267569878146526 leaf_weight=7.0795689487131304 187.35004942541127 3.3202780001156489 leaf_count=307 2684 97 internal_value=0 3.3584e-05 internal_weight=0 190.67 internal_count=3088 2781 is_linear=0 shrinkage=0.000400217 Tree=3729 num_leaves=4 num_cat=0 split_feature=15 12 130 split_gain=7.31625 8.89541 7.25418 threshold=0.084580000000000016 0.098355000000000012 0.085970000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030785535526188664 -0.020036855458933342 0.004946220841550027 -0.020193105639320606 leaf_weight=168.77183368976694 14.122349448705792 10.123581638443282 5.6603162137034806 leaf_count=1888 813 186 208 internal_value=0 -0.0096307 0.00231092 internal_weight=0 24.2459 174.432 internal_count=3095 999 2096 is_linear=0 shrinkage=0.0204111 Tree=3730 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=7.83634 6.49866 threshold=-0.095439999999999983 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046153196483735627 5.501089718788007e-05 -0.00043754112140044179 leaf_weight=4.9332596771419039 187.69009015196934 4.2798080525826654 leaf_count=46 2945 96 internal_value=0 4.37812e-05 internal_weight=0 191.97 internal_count=3087 3041 is_linear=0 shrinkage=0.000400217 Tree=3731 num_leaves=4 num_cat=0 split_feature=474 4 160 split_gain=6.41904 5.95186 0.083647 threshold=-1.0000000180025095e-35 0.50609000000000004 -0.076674999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006190523863208704 1.3509560518299422e-05 0.00036389541002387795 -0.00040742631164520043 leaf_weight=1.2513988148421051 186.8743378330837 7.9904393071774384 2.4767682198435059 leaf_count=29 2824 169 82 internal_value=0 2.80779e-05 -0.00049444 internal_weight=0 194.865 3.72817 internal_count=3104 2993 111 is_linear=0 shrinkage=0.000400217 Tree=3732 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=6.48074 7.85884 threshold=0.10386000000000002 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014167783707574513 -0.02156810998425163 -2.160363783700544e-08 leaf_weight=17.945518844760954 5.1645763531560069 168.6649245127046 leaf_count=224 46 2850 internal_value=0 0.00137011 internal_weight=0 186.61 internal_count=3120 3074 is_linear=0 shrinkage=0.0204111 Tree=3733 num_leaves=4 num_cat=0 split_feature=12 16 0 split_gain=5.49634 8.13144 6.79615 threshold=0.086835000000000009 0.10964500000000002 -0.07087499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0045867464769197138 -0.010771493398946473 -0.010281061367724746 0.0024648305130155392 leaf_weight=106.2026182191621 36.109517807315569 17.798558021895587 29.11698419705499 leaf_count=1255 1216 187 477 internal_value=0 0.00244534 -0.00486873 internal_weight=0 124.001 65.2265 internal_count=3135 1442 1693 is_linear=0 shrinkage=0.0204111 Tree=3734 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=5.79259 11.3907 8.30406 threshold=-0.10643499999999999 -0.078644999999999979 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024410159719064414 -0.00025637874280653663 2.010048748704697e-05 -0.00013047912280684206 leaf_weight=30.615644050529227 29.875502078153659 116.89795761878486 13.62454703170806 leaf_count=225 1310 1355 169 internal_value=0 -3.63289e-05 0.000128705 internal_weight=0 146.773 44.2402 internal_count=3059 2665 394 is_linear=0 shrinkage=0.000400217 Tree=3735 num_leaves=4 num_cat=0 split_feature=480 1447 12 split_gain=5.61285 5.80112 3.01108 threshold=0.08456000000000001 -0.086059999999999984 -0.073119999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.032387690982381513 0.018353113298601412 0.0010134003185898884 -0.02269414020179519 leaf_weight=2.3770394267339716 0.76723749074153591 182.23210733023006 5.7711282988020676 leaf_count=41 11 2803 207 internal_value=0 0.00143676 -0.0176496 internal_weight=0 184.609 6.53837 internal_count=3062 2844 218 is_linear=0 shrinkage=0.0204111 Tree=3736 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=7.02496 7.24534 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041603658495698622 0.0013037613389719422 1.2703929009454685e-05 leaf_weight=6.0724071810254818 0.58693851996213098 183.93826295691542 leaf_count=277 4 2787 internal_value=0 1.75987e-05 internal_weight=0 184.525 internal_count=3068 2791 is_linear=0 shrinkage=0.000400217 Tree=3737 num_leaves=3 num_cat=0 split_feature=156 457 split_gain=5.58185 5.86876 threshold=-1.0000000180025095e-35 -0.0024349999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022282859373171041 -0.011344349765586926 0.0023381359325079848 leaf_weight=4.1538961506739716 13.993764445302075 176.27563469702727 leaf_count=162 237 2715 internal_value=0 0.00132575 internal_weight=0 190.269 internal_count=3114 2952 is_linear=0 shrinkage=0.0204111 Tree=3738 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=9.22255 8.3541 3.9215 threshold=0.11584000000000001 -0.11471499999999998 0.24099500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.0426270267834553e-05 7.492757834119508e-05 -0.00010724572084273582 0.0003401901889359206 leaf_weight=60.919651272124611 21.584361346438527 100.55834269759362 15.213010582607238 leaf_count=395 193 2282 231 internal_value=0 -3.64374e-05 0.000185293 internal_weight=0 161.478 36.7974 internal_count=3101 2677 424 is_linear=0 shrinkage=0.000400217 Tree=3739 num_leaves=4 num_cat=0 split_feature=403 52 13 split_gain=6.14345 6.19117 0.688856 threshold=0.09389500000000002 -0.51586999999999994 -0.123625 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021239501281575552 0.0024414106609137428 0.0024781577465462891 -0.021414962603879466 leaf_weight=4.5935072934953487 0.53237892827019084 180.40799546291237 5.2866785831283769 leaf_count=215 17 2639 229 internal_value=0 0.00187677 -0.0192275 internal_weight=0 185.002 5.81906 internal_count=3100 2854 246 is_linear=0 shrinkage=0.0204111 Tree=3740 num_leaves=4 num_cat=0 split_feature=1456 4 12 split_gain=7.38651 6.0657 1.5127 threshold=1.0000000180025095e-35 0.27150500000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.341056177591763e-06 9.9108806808005239e-05 0.00019696646277041994 -0.00048765497088154987 leaf_weight=156.7819051615661 0.76730169204529364 28.189724415540695 5.4164467584632794 leaf_count=2451 11 338 257 internal_value=0 2.64389e-05 -0.000414379 internal_weight=0 184.972 6.18375 internal_count=3057 2789 268 is_linear=0 shrinkage=0.000400217 Tree=3741 num_leaves=3 num_cat=0 split_feature=13 123 split_gain=5.08989 5.18339 threshold=0.27266500000000005 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010294059844199847 -0.018651238533687806 0.010549646929523402 leaf_weight=165.8877255206462 6.1277275907341382 17.725212300894782 leaf_count=2794 57 262 internal_value=0 9.41346e-05 internal_weight=0 183.613 internal_count=3113 3056 is_linear=0 shrinkage=0.0204111 Tree=3742 num_leaves=4 num_cat=0 split_feature=1 2 13 split_gain=7.66591 6.627 3.85021 threshold=0.12856000000000004 0.088930000000000023 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011107508302873003 0.0004892139688168005 5.0723039951776047e-05 0.00012037928906083459 leaf_weight=68.083247104310431 6.7433444941416409 99.906044474919327 13.705603733891619 leaf_count=1471 141 1319 114 internal_value=0 -1.48813e-05 0.00024401 internal_weight=0 167.989 20.4489 internal_count=3045 2790 255 is_linear=0 shrinkage=0.000400217 Tree=3743 num_leaves=4 num_cat=0 split_feature=11 147 48 split_gain=6.50204 5.8812 5.075 threshold=0.088315000000000018 -1.0000000180025095e-35 0.083305000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.028061922933795343 -0.0044231888572595947 0.0024541110582803074 -0.035427588510435905 leaf_weight=2.5587058197706929 6.5145147223956865 179.82305035358877 3.2387376367114484 leaf_count=29 85 2979 26 internal_value=0 0.00200903 -0.015004 internal_weight=0 182.382 9.75325 internal_count=3119 3008 111 is_linear=0 shrinkage=0.0204111 Tree=3744 num_leaves=4 num_cat=0 split_feature=376 52 2 split_gain=8.76708 8.4578 1.33881 threshold=1.0000000180025095e-35 0.17160000000000003 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4891890401146797e-05 0.0001387377136386312 -0.00036765941035019474 0.00037028661637242136 leaf_weight=164.47268665986485 7.536239258246499 11.546685730136231 8.9446920822374505 leaf_count=2600 91 350 80 internal_value=0 -3.82521e-05 0.000266057 internal_weight=0 176.019 16.4809 internal_count=3121 2950 171 is_linear=0 shrinkage=0.000400217 Tree=3745 num_leaves=4 num_cat=0 split_feature=13 1 11 split_gain=5.62614 6.15122 4.80599 threshold=0.042310000000000007 0.10100500000000003 0.080455000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0044348065743991744 0.011665464469790205 0.003977247456756712 -0.0073564092396626434 leaf_weight=90.991430342925014 28.284273801720701 60.002893334138207 6.7912433249875894 leaf_count=1990 352 623 109 internal_value=0 -0.00109151 0.0079708 internal_weight=0 150.994 35.0755 internal_count=3074 2613 461 is_linear=0 shrinkage=0.0204111 Tree=3746 num_leaves=4 num_cat=0 split_feature=2 1443 52 split_gain=8.31691 6.37833 6.13923 threshold=0.09227500000000001 0.088930000000000023 0.28122000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0044752227442241155 0.0061395643611056074 0.031839289752260434 -0.015492949375672112 leaf_weight=90.020073297608178 92.560321793600451 1.9503219692269329 5.7025037478306322 leaf_count=1835 1081 28 140 internal_value=0 -0.00366736 0.00486796 internal_weight=0 91.9704 98.2628 internal_count=3084 1863 1221 is_linear=0 shrinkage=0.0204111 Tree=3747 num_leaves=4 num_cat=0 split_feature=4 1375 13 split_gain=8.33499 6.44525 2.32337 threshold=-0.49977499999999991 -0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0044716624007200903 -0.027084264936200992 0.0018368890578007394 -0.025918043149298263 leaf_weight=3.3044279832392931 3.1568827752489588 179.7413726413215 5.9579833457246405 leaf_count=34 20 2900 107 internal_value=0 0.00132144 -0.0184117 internal_weight=0 182.898 9.26241 internal_count=3061 2920 141 is_linear=0 shrinkage=0.0204111 Tree=3748 num_leaves=4 num_cat=0 split_feature=123 42 133 split_gain=7.7659 9.4318 6.86398 threshold=1.0000000180025095e-35 0.085675000000000015 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034864392545857549 -0.018334535583339171 -0.011077155193645077 0.015598413509450808 leaf_weight=124.93327617712202 2.7901521241292384 39.537568040192127 17.67300031054765 leaf_count=1708 33 1086 230 internal_value=0 -0.0024037 0.0108971 internal_weight=0 164.471 20.4632 internal_count=3057 2794 263 is_linear=0 shrinkage=0.0204111 Tree=3749 num_leaves=4 num_cat=0 split_feature=403 484 151 split_gain=7.00336 6.07498 5.41359 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.08422499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026128113961267953 -0.00019340127549733455 6.2011751329726759e-05 -0.00032530833661463179 leaf_weight=2.9535269234329471 16.307331673044246 163.10453549085651 14.586557908274699 leaf_count=22 443 1917 725 internal_value=0 3.86903e-05 -0.000225503 internal_weight=0 179.412 17.5401 internal_count=3107 2360 747 is_linear=0 shrinkage=0.000400217 Tree=3750 num_leaves=4 num_cat=0 split_feature=3 483 15 split_gain=7.37519 6.79627 3.50959 threshold=0.17769000000000004 0.080590000000000009 -0.10589999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4185897388975512e-05 -0.00014716402356818452 -0.016231489539544019 0.022317949951824647 leaf_weight=166.18721266908688 4.3477064974140367 11.445279228559228 8.5628812718205136 leaf_count=2631 76 323 71 internal_value=0 -0.00109674 0.0148165 internal_weight=0 177.632 12.9106 internal_count=3101 2954 147 is_linear=0 shrinkage=0.0204111 Tree=3751 num_leaves=4 num_cat=0 split_feature=402 1373 4 split_gain=5.34404 5.22001 3.67113 threshold=0.088090000000000016 0.099250000000000019 0.40057000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016556074436097001 -0.021512501919534008 -0.022626297168324767 0.017644076506221198 leaf_weight=181.35830907570198 6.7489044813555656 3.6532262035179874 1.0803818150889126 leaf_count=2727 296 28 26 internal_value=0 0.00116274 -0.0159366 internal_weight=0 185.012 7.82929 internal_count=3077 2755 322 is_linear=0 shrinkage=0.0204111 Tree=3752 num_leaves=4 num_cat=0 split_feature=482 38 13 split_gain=5.47293 5.72335 0.0959313 threshold=0.10022500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021566700409868288 -0.018377216251706956 -0.014816098061298416 -0.028966303597957703 leaf_weight=174.03321147954557 1.827436851221137 8.5789453620091063 1.6399361590738397 leaf_count=2901 88 76 20 internal_value=0 0.00135072 -0.0241349 internal_weight=0 182.612 3.46737 internal_count=3085 2977 108 is_linear=0 shrinkage=0.0204111 Tree=3753 num_leaves=4 num_cat=0 split_feature=132 13 132 split_gain=5.67926 9.28966 5.67601 threshold=0.08018500000000002 -0.10462499999999998 0.10779000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016440443676271681 0.00028474425109603158 -7.9904585701220541e-05 -0.00025928738620055805 leaf_weight=30.20169080211781 16.754069948685359 140.32303886223235 3.6633496403228483 leaf_count=247 182 2524 129 internal_value=0 -3.65554e-05 0.000186251 internal_weight=0 170.525 20.4174 internal_count=3082 2771 311 is_linear=0 shrinkage=0.000400217 Tree=3754 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=8.76974 8.20711 threshold=0.27266500000000005 0.14307000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00012236503118589093 -0.026222489332142922 0.015549589829693188 leaf_weight=166.01721023814753 4.8835590973030767 15.083245929097755 leaf_count=2871 50 155 internal_value=0 0.0011917 internal_weight=0 181.1 internal_count=3076 3026 is_linear=0 shrinkage=0.0204111 Tree=3755 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=9.99739 11.5216 7.88163 threshold=0.077800000000000022 -0.06951499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002965213363282033 -6.7479340300318424e-05 6.6351236778142478e-05 0.00013503397641868043 leaf_weight=31.083735298656393 46.507712680846453 25.386080481577665 90.60432055068668 leaf_count=1325 772 260 756 internal_value=0 -0.000133583 6.63435e-05 internal_weight=0 56.4698 137.112 internal_count=3113 1585 1528 is_linear=0 shrinkage=0.000400217 Tree=3756 num_leaves=4 num_cat=0 split_feature=3 1 15 split_gain=6.5504 7.41137 2.03956 threshold=-0.16935999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039587082621138565 -0.00015237514075447703 2.9062326506034097e-05 0.00010023752127012786 leaf_weight=7.6342362519353628 50.073056463268586 128.03815830359235 7.4192504636012 leaf_count=51 1588 1404 95 internal_value=0 -2.20095e-05 0.000251981 internal_weight=0 178.111 15.0535 internal_count=3138 2992 146 is_linear=0 shrinkage=0.000400217 Tree=3757 num_leaves=4 num_cat=0 split_feature=376 1 3 split_gain=7.58604 7.18844 2.25377 threshold=0.048375000000000008 0.13662500000000002 -0.010389999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.9011578617888597e-05 0.00041501480322873868 0.00029703338867153055 0.00010599589417258944 leaf_weight=165.76044329651631 7.7170681415591389 10.095861429348586 7.5089335725642723 leaf_count=2768 80 145 82 internal_value=0 -2.89689e-05 0.000264504 internal_weight=0 175.856 15.226 internal_count=3075 2913 162 is_linear=0 shrinkage=0.000400217 Tree=3758 num_leaves=4 num_cat=0 split_feature=403 1429 15 split_gain=6.18737 6.00507 1.6524 threshold=-0.088654999999999984 -1.0000000180025095e-35 -0.14750499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018732539904336903 -0.00044081819687931612 2.870954645207963e-05 -0.00042947672567621967 leaf_weight=0.71809848630800832 4.3561033023579503 185.75660655030515 6.2325105893833088 leaf_count=15 146 2580 377 internal_value=0 1.7698e-05 -0.000363793 internal_weight=0 190.113 6.95061 internal_count=3118 2726 392 is_linear=0 shrinkage=0.000400217 Tree=3759 num_leaves=4 num_cat=0 split_feature=484 43 150 split_gain=6.74639 5.98909 4.82506 threshold=-0.0048899999999999994 -0.07440999999999999 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035147675861995042 0.00011919571622975706 -3.188172579503608e-05 0.00022864908670938784 leaf_weight=12.940415140183175 65.694060689565958 116.23140791320475 2.7052622642368069 leaf_count=475 976 1657 21 internal_value=0 2.27127e-05 -0.000250256 internal_weight=0 181.925 15.6457 internal_count=3129 2633 496 is_linear=0 shrinkage=0.000400217 Tree=3760 num_leaves=4 num_cat=0 split_feature=14 0 48 split_gain=7.49741 7.2604 1.14371 threshold=0.077685000000000018 -0.13338499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014862209486779 -0.00070178206584363672 -1.9064503927584823e-05 -0.00028128475475855635 leaf_weight=61.355779501143843 1.9939043149352071 126.34823585482081 2.5579177250619969 leaf_count=360 17 2623 80 internal_value=0 3.5804e-05 -0.000477908 internal_weight=0 187.704 4.55182 internal_count=3080 2983 97 is_linear=0 shrinkage=0.000400217 Tree=3761 num_leaves=4 num_cat=0 split_feature=1456 11 147 split_gain=5.7242 6.03641 5.38926 threshold=-1.0000000180025095e-35 0.088315000000000018 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043753777866560741 4.7777000116048549e-05 -0.00026683426722664953 0.00048660428086232777 leaf_weight=7.0707944556197599 176.13538541528396 10.230739416787399 1.0811803638935087 leaf_count=294 2689 117 2 internal_value=0 3.03563e-05 -0.000310038 internal_weight=0 186.366 8.15197 internal_count=3102 2806 296 is_linear=0 shrinkage=0.000400217 Tree=3762 num_leaves=4 num_cat=0 split_feature=14 133 15 split_gain=6.4169 6.33435 0.766454 threshold=0.077685000000000018 0.13493500000000003 -0.14701499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0030063869754250357 -0.0091186231779100194 -0.019617756943199526 -0.027596179500096803 leaf_weight=185.36365671653766 1.544068914838135 5.1924853986420194 3.0497056249296284 leaf_count=2672 20 322 77 internal_value=0 0.00237874 -0.0217502 internal_weight=0 190.556 4.59377 internal_count=3091 2994 97 is_linear=0 shrinkage=0.0204111 Tree=3763 num_leaves=3 num_cat=0 split_feature=1375 156 split_gain=6.47036 5.6873 threshold=-0.43271999999999994 0.090995000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029571861459144529 0.0013260174325581576 -0.011751726746292435 leaf_weight=2.9641048754565409 171.97470918207546 14.954981335438786 leaf_count=17 2783 292 internal_value=0 0.000273347 internal_weight=0 186.93 internal_count=3092 3075 is_linear=0 shrinkage=0.0204111 Tree=3764 num_leaves=3 num_cat=0 split_feature=151 456 split_gain=6.27337 6.45712 threshold=-0.52342999999999995 0.08542000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027368052350687368 0.0017825000459764854 -0.016496196300924113 leaf_weight=3.1986849470995358 181.54025373229524 8.3133909259922785 leaf_count=52 2897 180 internal_value=0 0.000972854 internal_weight=0 189.854 internal_count=3129 3077 is_linear=0 shrinkage=0.0204111 Tree=3765 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=5.92049 6.34831 threshold=-0.40187499999999993 -0.24600999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022897435317952065 -0.013386495238288609 0.001464916765447894 leaf_weight=4.5396766673075026 12.786603920569176 170.32251122093294 leaf_count=238 358 2517 internal_value=0 0.000420288 internal_weight=0 183.109 internal_count=3113 2875 is_linear=0 shrinkage=0.0204111 Tree=3766 num_leaves=4 num_cat=0 split_feature=1375 1213 1 split_gain=5.97634 6.38497 4.35684 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.095025000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026723916756227272 -0.015012123445317015 0.0026064941530105383 -0.0022612356376832464 leaf_weight=5.2778449803590757 8.9088993575423938 171.52474667390925 6.9894568482413888 leaf_count=100 484 2478 44 internal_value=0 0.00172781 -0.0129325 internal_weight=0 180.434 12.2673 internal_count=3106 2962 144 is_linear=0 shrinkage=0.0204111 Tree=3767 num_leaves=4 num_cat=0 split_feature=457 44 12 split_gain=6.25256 6.24804 2.79377 threshold=-0.070739999999999983 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0087647767525347673 0.0013913108682988282 -0.018871003542372547 -0.0186595327535292 leaf_weight=1.7540607266128052 170.80760304498835 6.4725280283018938 10.149489629315211 leaf_count=15 2850 60 196 internal_value=0 0.000640086 -0.0145744 internal_weight=0 177.28 11.9036 internal_count=3121 2910 211 is_linear=0 shrinkage=0.0204111 Tree=3768 num_leaves=4 num_cat=0 split_feature=13 0 0 split_gain=7.13143 8.45857 5.50044 threshold=-0.17030499999999998 -0.14666499999999996 -0.11674999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024033343936942603 6.8295467376422052e-05 0.00035162539130891295 -7.9204956585436184e-05 leaf_weight=4.9191056448034969 64.030411678133532 16.873869935981929 109.7531496885349 leaf_count=47 407 134 2493 internal_value=0 0.000217463 -2.48496e-05 internal_weight=0 21.793 173.784 internal_count=3081 181 2900 is_linear=0 shrinkage=0.000400217 Tree=3769 num_leaves=4 num_cat=0 split_feature=156 133 475 split_gain=5.24902 5.53151 0.692413 threshold=0.11896500000000002 0.11219000000000003 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001510079525286397 -0.014143398262818489 -0.016918873544735771 -0.034994488494699133 leaf_weight=181.65632062935038 1.5196013376116755 6.9367859747435423 1.5615799005608995 leaf_count=2618 48 388 40 internal_value=0 0.000822594 -0.0255675 internal_weight=0 188.593 3.08118 internal_count=3094 3006 88 is_linear=0 shrinkage=0.0204111 Tree=3770 num_leaves=4 num_cat=0 split_feature=156 50 159 split_gain=6.03968 6.27103 5.0788 threshold=0.091280000000000014 0.086500000000000007 0.11792500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5919736420144665e-05 -0.00037079090966373618 -0.00021093184117537927 0.00028586399577485729 leaf_weight=162.99115774143138 11.426275505451484 18.225407990830718 2.1692053861916056 leaf_count=2282 233 546 40 internal_value=0 1.09783e-05 -0.00026454 internal_weight=0 181.217 13.5955 internal_count=3101 2828 273 is_linear=0 shrinkage=0.000400217 Tree=3771 num_leaves=3 num_cat=0 split_feature=11 51 split_gain=5.5408 5.53126 threshold=0.10600000000000001 -0.40548499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.022857578393356014 -0.026835019666496169 0.00090340959091650278 leaf_weight=4.061529178172349 3.056712955236434 185.25524729702738 leaf_count=111 26 2972 internal_value=0 0.000380441 internal_weight=0 189.317 internal_count=3109 3083 is_linear=0 shrinkage=0.0204111 Tree=3772 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=5.34579 8.61694 threshold=-0.40941499999999992 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004057235280348097 -2.5557237025263606e-05 0.00021124183352439564 leaf_weight=4.9518212394323191 159.48158296817564 28.991049590753391 leaf_count=72 2703 351 internal_value=0 1.09712e-05 internal_weight=0 188.473 internal_count=3126 3054 is_linear=0 shrinkage=0.000400217 Tree=3773 num_leaves=4 num_cat=0 split_feature=457 132 52 split_gain=9.41811 9.03434 7.00938 threshold=0.079930000000000015 0.080815000000000012 -0.089799999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0048151707177568398 -0.015490307543167978 0.010035454977697447 0.013063820809135925 leaf_weight=135.80165559682064 4.0279292236082282 19.410814215196297 27.113919286988676 leaf_count=2565 51 303 204 internal_value=0 -0.00295206 0.00932833 internal_weight=0 155.212 31.1418 internal_count=3123 2868 255 is_linear=0 shrinkage=0.0204111 Tree=3774 num_leaves=4 num_cat=0 split_feature=151 1 2 split_gain=7.97526 7.17012 0.393279 threshold=-0.29526499999999994 0.094405000000000003 0.11657500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033878702665846461 -4.3996149682545598e-05 0.00011483452215414496 -0.00059338826035439433 leaf_weight=2.6577513434458515 103.61108650118695 81.034000569721684 2.5204838141798973 leaf_count=61 2117 887 17 internal_value=0 2.57362e-05 -0.000472649 internal_weight=0 184.645 5.17824 internal_count=3082 3004 78 is_linear=0 shrinkage=0.000400217 Tree=3775 num_leaves=4 num_cat=0 split_feature=1 147 43 split_gain=6.17922 5.94869 2.14303 threshold=0.12856000000000004 0.089245000000000005 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020943821493640872 -0.0073595189513089316 0.013418770108573869 0.013435011324514934 leaf_weight=154.46049583822605 2.2688849270343807 10.921700933016835 17.40216858452186 leaf_count=2723 9 94 250 internal_value=0 -0.00106152 0.0110085 internal_weight=0 165.382 19.6711 internal_count=3076 2817 259 is_linear=0 shrinkage=0.0204111 Tree=3776 num_leaves=4 num_cat=0 split_feature=2 2 10 split_gain=6.57145 8.26038 0.410471 threshold=-0.14169499999999999 0.09227500000000001 0.057650000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011660759983262799 -0.0055328280508864774 0.0033553221148999129 0.020970488553801441 leaf_weight=4.2019022977910918 79.887381240318064 95.534048721892759 4.9923662021756172 leaf_count=37 1769 1208 48 internal_value=0 -0.000693312 0.0169073 internal_weight=0 175.421 9.19427 internal_count=3062 2977 85 is_linear=0 shrinkage=0.0204111 Tree=3777 num_leaves=4 num_cat=0 split_feature=4 1374 13 split_gain=6.05895 6.13025 0.122264 threshold=0.51026500000000008 0.090240000000000015 -0.09053499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.4640736437666223e-05 0.012457319915192845 -0.023295588319284858 0.021567655096405243 leaf_weight=179.26504346416914 1.3658796423114834 4.7573247500695279 4.73828665097244 leaf_count=2902 51 54 102 internal_value=0 -0.000698488 0.0197902 internal_weight=0 184.022 6.10417 internal_count=3109 2956 153 is_linear=0 shrinkage=0.0204111 Tree=3778 num_leaves=4 num_cat=0 split_feature=1 48 2 split_gain=5.44489 9.97722 3.48113 threshold=0.11829500000000003 0.11928500000000002 0.14445500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00088705433654369457 0.0034463824444897744 -0.027027610070449213 0.019296194488089734 leaf_weight=145.88549740627059 23.152461683610458 6.2361166330520055 7.6098147069569668 leaf_count=2644 254 61 112 internal_value=0 -0.00197776 0.00742299 internal_weight=0 152.122 30.7623 internal_count=3071 2705 366 is_linear=0 shrinkage=0.0204111 Tree=3779 num_leaves=4 num_cat=0 split_feature=484 147 52 split_gain=5.43271 5.73479 5.53435 threshold=-0.0048899999999999994 0.10058000000000002 -0.047784999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029499060523371825 0.00012086152997661116 0.00048946858274833836 -2.2894648202394112e-05 leaf_weight=14.018417245330054 69.468884791247547 1.567298799753188 111.7702361420088 leaf_count=482 792 3 1820 internal_value=0 -0.000213177 3.22476e-05 internal_weight=0 15.5857 181.239 internal_count=3097 485 2612 is_linear=0 shrinkage=0.000400217 Tree=3780 num_leaves=4 num_cat=0 split_feature=158 0 13 split_gain=5.53317 5.7048 0.0189948 threshold=0.10858500000000001 -0.074479999999999977 -0.081744999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00088557059948249459 -0.014560054270286327 0.0064813377965023721 -0.023095373955619541 leaf_weight=117.70110701434896 0.95101168786641199 69.607958685024641 3.2295898380689314 leaf_count=2079 64 872 94 internal_value=0 0.00185436 -0.0215842 internal_weight=0 187.309 4.1806 internal_count=3109 2951 158 is_linear=0 shrinkage=0.0204111 Tree=3781 num_leaves=4 num_cat=0 split_feature=1429 151 3 split_gain=6.51946 6.32192 0.289514 threshold=-1.0000000180025095e-35 -0.52342999999999995 0.096675000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039595928340824152 -0.00053792937079420191 3.0650872122941071e-05 -0.00069062219558195883 leaf_weight=2.9444878591166339 3.0741687486879519 185.66139834804926 1.036550181917846 leaf_count=122 52 2920 22 internal_value=0 2.10763e-05 -0.000489475 internal_weight=0 188.736 3.98104 internal_count=3116 2972 144 is_linear=0 shrinkage=0.000400217 Tree=3782 num_leaves=4 num_cat=0 split_feature=2 0 159 split_gain=5.94528 10.8716 6.96271 threshold=0.097925000000000012 -0.063819999999999988 0.087360000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013981942656273556 2.628421427263051e-05 0.00014069247271602338 0.00034356754268866508 leaf_weight=80.965338085166877 64.504174814705038 30.336862160125747 13.269385760300791 leaf_count=1949 749 260 172 internal_value=0 -6.32977e-05 8.08338e-05 internal_weight=0 111.302 77.7736 internal_count=3130 2209 921 is_linear=0 shrinkage=0.000400217 Tree=3783 num_leaves=4 num_cat=0 split_feature=43 11 4 split_gain=6.3887 10.3683 6.31438 threshold=-0.07440999999999999 0.087830000000000005 -0.49977499999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0078406640401435489 -0.023331202321643072 -0.021217123572773701 -0.0011941670472604244 leaf_weight=64.101930533710402 5.5183682655915609 5.451478849630802 115.68791777524166 leaf_count=1174 103 44 1751 internal_value=0 0.00553272 -0.00222264 internal_weight=0 69.5534 121.206 internal_count=3072 1218 1854 is_linear=0 shrinkage=0.0204111 Tree=3784 num_leaves=4 num_cat=0 split_feature=3 48 15 split_gain=6.73234 6.39417 4.02721 threshold=0.17769000000000004 0.12879500000000002 -0.11033999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0345358936500983e-06 -6.210537823287364e-05 -0.0003144163272768484 0.00043430010155435736 leaf_weight=168.97206681108219 3.6994636154267928 10.847877335036172 8.6342097655870003 leaf_count=2845 68 85 72 internal_value=0 -1.81793e-05 0.000286185 internal_weight=0 179.82 12.3337 internal_count=3070 2930 140 is_linear=0 shrinkage=0.000400217 Tree=3785 num_leaves=4 num_cat=0 split_feature=128 484 133 split_gain=6.06732 6.31376 0.456053 threshold=0.089460000000000012 -0.0048899999999999994 -0.26577499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01169633695026333 -0.0047735518412060102 0.0022431923671586101 -0.023272442323273496 leaf_weight=14.589671859081134 0.70639506564475585 170.8985333610035 4.5223879512632257 leaf_count=464 45 2459 148 internal_value=0 0.00114038 -0.0209258 internal_weight=0 185.488 5.22878 internal_count=3116 2923 193 is_linear=0 shrinkage=0.0204111 Tree=3786 num_leaves=4 num_cat=0 split_feature=3 0 49 split_gain=7.41757 5.95651 3.55017 threshold=-0.15490999999999996 -0.10726999999999999 0.0040150000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0073688709552783864 0.0036730876601471316 -0.0041462490283329821 0.027616138489578348 leaf_weight=15.124476785073059 69.441056880517863 97.352479367342312 4.6858795965090385 leaf_count=176 495 2387 20 internal_value=0 -0.000890549 0.0122864 internal_weight=0 166.794 19.8104 internal_count=3078 2882 196 is_linear=0 shrinkage=0.0204111 Tree=3787 num_leaves=4 num_cat=0 split_feature=376 13 2 split_gain=5.45279 5.65975 2.31323 threshold=0.048375000000000008 -0.094744999999999982 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010426599474675771 5.5145594328751003e-05 -6.6356021766123151e-05 0.00036218810145916837 leaf_weight=40.176068090600893 7.5090236603282383 137.08695976802846 8.2443097578361613 leaf_count=388 86 2495 74 internal_value=0 -2.76437e-05 0.000217255 internal_weight=0 177.263 15.7533 internal_count=3043 2883 160 is_linear=0 shrinkage=0.000400217 Tree=3788 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=6.3327 7.68543 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041514784371744724 0.0013457044396666411 1.893403818379323e-06 leaf_weight=5.7643439293606198 0.57224343856796522 184.77597517138929 leaf_count=279 4 2802 internal_value=0 6.85222e-06 internal_weight=0 185.348 internal_count=3085 2806 is_linear=0 shrinkage=0.000400217 Tree=3789 num_leaves=3 num_cat=0 split_feature=52 3 split_gain=5.81036 6.01637 threshold=-0.51586999999999994 -0.15490999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041636374792548841 0.00022949769133061507 -6.9426237556210006e-06 leaf_weight=4.9736300836084402 19.082634861115366 169.04082243709126 leaf_count=219 143 2745 internal_value=0 1.71634e-05 internal_weight=0 188.123 internal_count=3107 2888 is_linear=0 shrinkage=0.000400217 Tree=3790 num_leaves=3 num_cat=0 split_feature=472 4 split_gain=5.34808 5.37265 threshold=-1.0000000180025095e-35 0.50673000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004405350598420085 7.825798206962089e-06 0.00034484258679897838 leaf_weight=3.9795448860386378 180.52131782466313 7.7969282453414044 leaf_count=157 2731 174 internal_value=0 2.19759e-05 internal_weight=0 188.318 internal_count=3062 2905 is_linear=0 shrinkage=0.000400217 Tree=3791 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=8.38645 8.41649 7.45075 threshold=0.087390000000000009 -0.083954999999999988 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2123678658784309e-05 -0.00037737269000565949 -0.00022073786632429584 7.5674700250198817e-05 leaf_weight=26.071071628190111 6.0241770492866626 47.311261252849363 111.31636933702976 leaf_count=434 116 1361 1165 internal_value=0 -0.000120302 5.2078e-05 internal_weight=0 73.3823 117.341 internal_count=3076 1795 1281 is_linear=0 shrinkage=0.000400217 Tree=3792 num_leaves=4 num_cat=0 split_feature=42 43 475 split_gain=7.96617 9.97108 8.67864 threshold=-1.0000000180025095e-35 -0.19537999999999997 -0.0019549999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031010752156892363 0.00042148711561325168 1.3346280636242115e-05 -0.00028816382875809381 leaf_weight=4.5450703474925858 10.108023652806876 155.11840767861577 23.694728077098262 leaf_count=44 80 2174 802 internal_value=0 3.85836e-05 -0.00019103 internal_weight=0 165.226 28.2398 internal_count=3100 2254 846 is_linear=0 shrinkage=0.000400217 Tree=3793 num_leaves=4 num_cat=0 split_feature=13 4 12 split_gain=7.08485 8.88435 5.25176 threshold=-0.15325499999999995 -0.44477499999999992 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014466107592697286 -0.0004095347791247379 -1.1329024523732548e-05 0.0002759850168864919 leaf_weight=6.0091909547336426 9.4169133640825731 154.34578962164233 21.609735052799806 leaf_count=62 152 2702 157 internal_value=0 -3.44914e-05 0.000184248 internal_weight=0 163.763 27.6189 internal_count=3073 2854 219 is_linear=0 shrinkage=0.000400217 Tree=3794 num_leaves=4 num_cat=0 split_feature=0 47 15 split_gain=11.7724 13.5793 11.4761 threshold=-0.10726999999999999 0.077065000000000008 -0.031974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019158665509955427 6.3085370794678609e-05 -0.00022690435532857464 -0.00019508993676192187 leaf_weight=66.447017152211629 47.747239336866187 15.168685091426594 65.032859245955478 leaf_count=462 984 104 1561 internal_value=0 0.000113604 -8.58332e-05 internal_weight=0 81.6157 112.78 internal_count=3111 566 2545 is_linear=0 shrinkage=0.000400217 Tree=3795 num_leaves=4 num_cat=0 split_feature=402 1375 15 split_gain=6.0529 5.18106 2.66986 threshold=0.086255000000000012 -1.0000000180025095e-35 -0.25766499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011577885709380065 0.018268785322113078 0.0016274269114078062 -0.019379522833250756 leaf_weight=13.269567209761588 0.7748979046009471 165.00286242947914 8.6042631983582378 leaf_count=140 24 2560 313 internal_value=0 0.00063785 -0.0160902 internal_weight=0 178.272 9.37916 internal_count=3037 2700 337 is_linear=0 shrinkage=0.0204111 Tree=3796 num_leaves=4 num_cat=0 split_feature=4 133 13 split_gain=7.02779 6.25727 2.44766 threshold=-0.49367499999999992 -0.39935999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.4655229018901169e-05 -0.00051019909573526469 1.4121738236932549e-05 -0.00050527836114483361 leaf_weight=3.5993741601705551 3.6111814848263739 175.18456692277687 5.880372869782148 leaf_count=41 169 2798 109 internal_value=0 3.21923e-06 -0.000348424 internal_weight=0 178.796 9.47975 internal_count=3117 2967 150 is_linear=0 shrinkage=0.000400217 Tree=3797 num_leaves=4 num_cat=0 split_feature=160 158 4 split_gain=6.81161 7.47464 6.90901 threshold=-0.091964999999999977 0.084965000000000027 0.51162500000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032397096995744068 5.973740549890379e-05 -0.00027523569225346736 0.00043401799584173159 leaf_weight=14.800301319133725 164.64642132236622 11.298489776556378 2.1130001465789965 leaf_count=404 2395 218 43 internal_value=0 3.80654e-05 -0.000227043 internal_weight=0 175.945 16.9133 internal_count=3060 2613 447 is_linear=0 shrinkage=0.000400217 Tree=3798 num_leaves=3 num_cat=0 split_feature=1375 1373 split_gain=6.64775 5.27899 threshold=-0.43271999999999994 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.034662224078134622 0.00038530927761447667 -0.028592965439413948 leaf_weight=2.2284684462938449 178.165497578535 2.5460982499644151 leaf_count=14 3007 21 internal_value=0 -4.04263e-05 internal_weight=0 180.712 internal_count=3042 3028 is_linear=0 shrinkage=0.0204111 Tree=3799 num_leaves=4 num_cat=0 split_feature=150 457 49 split_gain=6.97942 8.76299 7.69873 threshold=0.082085000000000019 -0.0024349999999999997 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026476393368872014 -0.00025097965118329812 0.00022163591618158985 4.9358128800991718e-06 leaf_weight=19.403364839963615 7.3762291818857184 39.379740189295262 129.09698168982868 leaf_count=252 76 324 2461 internal_value=0 0.000146655 -3.04766e-05 internal_weight=0 46.756 148.5 internal_count=3113 400 2713 is_linear=0 shrinkage=0.000400217 Tree=3800 num_leaves=4 num_cat=0 split_feature=41 38 12 split_gain=6.66399 7.5102 2.05287 threshold=0.082980000000000012 1.0000000180025095e-35 0.09117500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022710122635609255 -0.0092270308480788508 -0.019238653669879556 -0.030086816846997051 leaf_weight=169.26844544237247 5.6922500215005112 6.9324306044727555 3.0261321919970214 leaf_count=2898 82 68 30 internal_value=0 0.00141306 -0.0167571 internal_weight=0 176.201 8.71838 internal_count=3078 2966 112 is_linear=0 shrinkage=0.0204111 Tree=3801 num_leaves=4 num_cat=0 split_feature=4 33 40 split_gain=6.48864 6.37904 1.78638 threshold=-0.49977499999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0030537155145908029 -0.022764803027085556 0.00091069936842856148 -0.023015672141108428 leaf_weight=2.6607435680925846 4.7661857791244975 168.79193486605072 6.4692118037492019 leaf_count=19 46 2918 113 internal_value=0 0.000246274 -0.0173056 internal_weight=0 173.558 9.12996 internal_count=3096 2964 132 is_linear=0 shrinkage=0.0204111 Tree=3802 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=6.62634 5.41214 threshold=-0.40187499999999993 0.13493500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022946071783949796 0.002045843414460272 -0.018726688427791075 leaf_weight=4.6502746070036656 178.8620390528813 5.2711912085360373 leaf_count=235 2550 320 internal_value=0 0.00144017 internal_weight=0 184.133 internal_count=3105 2870 is_linear=0 shrinkage=0.0204111 Tree=3803 num_leaves=4 num_cat=0 split_feature=403 155 13 split_gain=5.82568 5.54402 1.63353 threshold=0.08888500000000002 0.098655000000000007 -0.16228999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00087993734491876186 0.010644596223216781 -0.02226381128244977 -0.022651114619375468 leaf_weight=174.80654126775335 0.6194410566240548 4.3091567815281442 5.8023295528837471 leaf_count=2634 19 156 248 internal_value=0 0.000309585 -0.019312 internal_weight=0 179.116 6.42177 internal_count=3057 2790 267 is_linear=0 shrinkage=0.0204111 Tree=3804 num_leaves=4 num_cat=0 split_feature=49 15 3 split_gain=7.8738 9.618 6.20913 threshold=-0.085934999999999984 0.10347000000000002 -0.0020499999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.3376849048564159e-05 2.908431902104265e-05 -0.00049274229963095254 -0.00051730434692449933 leaf_weight=12.968590303789826 164.25308422965463 5.7472631101263678 8.196580700343473 leaf_count=130 2680 234 59 internal_value=0 1.113e-05 -0.000247113 internal_weight=0 170 21.1652 internal_count=3103 2914 189 is_linear=0 shrinkage=0.000400217 Tree=3805 num_leaves=4 num_cat=0 split_feature=151 1348 16 split_gain=5.90279 5.9773 0.417737 threshold=-0.29526499999999994 0.090050000000000005 -0.53746499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00058247846507471907 -4.8925193401602074e-06 0.00043147058991136351 -0.00031588546165735635 leaf_weight=1.9662891030311582 185.25772798800608 5.0563161191530517 2.9117173624690613 leaf_count=11 2994 37 65 internal_value=0 6.94778e-06 -0.000434006 internal_weight=0 190.314 4.87801 internal_count=3107 3031 76 is_linear=0 shrinkage=0.000400217 Tree=3806 num_leaves=4 num_cat=0 split_feature=484 1 150 split_gain=6.35373 6.17927 5.00048 threshold=-1.0000000180025095e-35 0.12700000000000003 0.10117000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034127975815081724 1.9105425142489134e-06 0.0002480072472559546 0.00031067550927115986 leaf_weight=12.599138908291932 160.92404380888911 18.077969427686185 2.1221664138138285 leaf_count=472 2337 256 13 internal_value=0 2.69041e-05 -0.000245661 internal_weight=0 179.002 14.7213 internal_count=3078 2593 485 is_linear=0 shrinkage=0.000400217 Tree=3807 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=5.66319 8.38802 1.08412 threshold=-0.42985499999999993 -0.42781499999999995 -0.047859999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040526579647835858 0.076360003989198705 0.0016769831511443906 -0.021144900066281332 leaf_weight=0.78122500702738751 0.51683998201042314 179.52966371475486 5.3095384174375786 leaf_count=10 2 2789 273 internal_value=0 0.00193869 -0.0178981 internal_weight=0 180.047 6.09076 internal_count=3074 2791 283 is_linear=0 shrinkage=0.0204111 Tree=3808 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=8.96971 11.1018 3.78048 threshold=-0.24269999999999997 -0.095554999999999987 -0.46879999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001167563889816752 -0.00024461796962263715 3.7409077947279991e-06 0.00036159041744409303 leaf_weight=3.2707906891591874 36.173785555874929 140.26731049676891 12.794663420878349 leaf_count=44 391 2451 194 internal_value=0 -4.73002e-05 0.000264069 internal_weight=0 176.441 16.0655 internal_count=3080 2842 238 is_linear=0 shrinkage=0.000400217 Tree=3809 num_leaves=4 num_cat=0 split_feature=484 15 457 split_gain=5.50785 5.8557 4.61062 threshold=-0.0048899999999999994 -0.24269999999999997 0.094310000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032035332406283408 0.00027749148628677462 1.1560524938301264e-06 0.00031768820597763149 leaf_weight=12.789900483563541 13.136911955894901 168.46348277843208 2.0187565332744262 leaf_count=451 226 2419 18 internal_value=0 2.13047e-05 -0.000231642 internal_weight=0 181.6 14.8087 internal_count=3114 2645 469 is_linear=0 shrinkage=0.000400217 Tree=3810 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=5.79522 6.73676 threshold=-0.52342999999999995 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055705312652778278 -5.6785993420057458e-05 9.9865321064135395e-05 leaf_weight=2.9163053077645591 119.04962093944778 69.575294999522157 leaf_count=49 2292 754 internal_value=0 1.02064e-06 internal_weight=0 188.625 internal_count=3095 3046 is_linear=0 shrinkage=0.000400217 Tree=3811 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=7.60137 9.07589 6.48769 threshold=0.095575000000000007 0.086665000000000006 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0823996507982784e-05 0.00012678327774601084 -0.0003376292489039087 -0.00011285166416511995 leaf_weight=80.719554915674962 55.739792283158749 22.534878451173427 26.667522265110165 leaf_count=1408 686 801 229 internal_value=0 -0.000113716 4.9188e-05 internal_weight=0 103.254 82.4073 internal_count=3124 2209 915 is_linear=0 shrinkage=0.000400217 Tree=3812 num_leaves=4 num_cat=0 split_feature=52 49 52 split_gain=8.16115 9.37229 6.76557 threshold=0.11379500000000002 0.13588500000000003 -0.42985499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021276509028687312 -0.018027888594856503 0.01687523617188854 0.0017286977176235794 leaf_weight=5.3968213876360087 18.694268452381952 3.7711955355480304 160.39277979292092 leaf_count=265 486 29 2327 internal_value=0 -0.0121142 0.000965973 internal_weight=0 22.4655 165.79 internal_count=3107 515 2592 is_linear=0 shrinkage=0.0204111 Tree=3813 num_leaves=4 num_cat=0 split_feature=15 4 1456 split_gain=7.79798 11.0329 7.50059 threshold=0.079530000000000017 0.15164000000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8753494489987592e-05 -0.00033463720476241019 0.00030793716152535016 -0.00041654245756559332 leaf_weight=161.32793338995543 21.715008924220459 5.2301582572981706 5.8997486242442383 leaf_count=1794 1107 34 198 internal_value=0 -0.000209153 2.24228e-05 internal_weight=0 26.9452 167.228 internal_count=3133 1141 1992 is_linear=0 shrinkage=0.000400217 Tree=3814 num_leaves=4 num_cat=0 split_feature=1 484 43 split_gain=6.52133 5.94157 3.55018 threshold=0.121715 0.085515000000000022 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0032284927599918328 -0.013207464972568167 0.007998959786977294 0.011492692862723362 leaf_weight=140.02096415450796 2.5932429581880596 22.728271822270472 24.717006042832509 leaf_count=2513 10 288 305 internal_value=0 -0.00165613 0.00910294 internal_weight=0 162.749 27.3102 internal_count=3116 2801 315 is_linear=0 shrinkage=0.0204111 Tree=3815 num_leaves=4 num_cat=0 split_feature=457 49 0 split_gain=5.37152 9.20831 7.94435 threshold=0.079930000000000015 -0.085354999999999986 -0.07087499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.3522687180297926e-05 -0.00031100688520110058 0.00026210053758042161 0.00010351469688797098 leaf_weight=101.34163149775122 5.3192950747907188 26.123622484738007 56.594650438753888 leaf_count=2066 43 205 735 internal_value=0 0.000164387 -1.64741e-05 internal_weight=0 31.4429 157.936 internal_count=3049 248 2801 is_linear=0 shrinkage=0.000400217 Tree=3816 num_leaves=4 num_cat=0 split_feature=0 47 0 split_gain=5.08091 13.2925 9.771 threshold=-0.10726999999999999 0.077065000000000008 -0.074249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.008884990802550171 -0.0099843374747670185 -0.011847945082284385 0.0022196859149754798 leaf_weight=58.114104760927148 44.672175765794236 16.439336566720158 70.054434681427665 leaf_count=434 1622 117 933 internal_value=0 0.00430238 -0.00253741 internal_weight=0 74.5534 114.727 internal_count=3106 551 2555 is_linear=0 shrinkage=0.0204111 Tree=3817 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=5.87635 9.05734 7.64742 threshold=1.0000000180025095e-35 -0.22295999999999996 -0.084074999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028174849975065678 -0.00026246955429619904 8.57108699726491e-05 2.0313679897519446e-05 leaf_weight=22.569933997438056 13.158509074710308 121.97364368778653 32.861065213568509 leaf_count=771 179 1315 780 internal_value=0 5.16175e-05 -0.000102998 internal_weight=0 135.132 55.431 internal_count=3045 1494 1551 is_linear=0 shrinkage=0.000400217 Tree=3818 num_leaves=3 num_cat=0 split_feature=1446 2 split_gain=5.95841 6.60847 threshold=0.091520000000000018 0.092120000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0034186670460735792 -0.024085843293241007 0.004200087566861431 leaf_weight=91.845139908080455 4.0815657331258981 97.848053718713345 leaf_count=1801 125 1173 internal_value=0 0.000511419 internal_weight=0 189.693 internal_count=3099 2974 is_linear=0 shrinkage=0.0204111 Tree=3819 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=6.15923 9.27794 5.75007 threshold=0.0047850000000000011 0.11978500000000002 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.6798811507385784e-06 -0.00013249122915731066 -0.00037089994084305624 0.00025502765451888219 leaf_weight=151.6143752875214 8.1470893602818233 12.056849543936549 23.991869116434827 leaf_count=2675 66 93 288 internal_value=0 -3.46718e-05 0.000156674 internal_weight=0 163.671 32.139 internal_count=3122 2768 354 is_linear=0 shrinkage=0.000400217 Tree=3820 num_leaves=4 num_cat=0 split_feature=123 1 133 split_gain=7.86129 7.44279 3.32069 threshold=1.0000000180025095e-35 0.13662500000000002 0.085335000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.7116227703276926e-05 6.6745813559663402e-05 0.00024472124937029984 0.00040489721819012594 leaf_weight=157.92723710119026 11.483950205147268 11.515293147414921 7.7698294804431489 leaf_count=2721 133 135 122 internal_value=0 -6.44179e-05 0.000204758 internal_weight=0 169.443 19.2538 internal_count=3111 2856 255 is_linear=0 shrinkage=0.000400217 Tree=3821 num_leaves=4 num_cat=0 split_feature=156 42 4 split_gain=5.79062 5.35618 4.38759 threshold=0.091280000000000014 -1.0000000180025095e-35 -0.040589999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014484174240052112 -0.00049102062640568784 4.6008638418029722e-05 -4.8849714459127432e-05 leaf_weight=27.818093333975412 6.3876645648851982 150.24568842130248 8.1042084386572224 leaf_count=791 134 2008 152 internal_value=0 1.61207e-05 -0.000246018 internal_weight=0 178.064 14.4919 internal_count=3085 2799 286 is_linear=0 shrinkage=0.000400217 Tree=3822 num_leaves=3 num_cat=0 split_feature=4 480 split_gain=6.70555 5.94421 threshold=0.51074000000000008 0.08598500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.3730832634274891e-06 0.00042126624468726183 -0.00040870600257362393 leaf_weight=180.07387843210017 6.045091356849297 5.5049978820024981 leaf_count=2703 143 196 internal_value=0 -3.26775e-06 internal_weight=0 185.579 internal_count=3042 2899 is_linear=0 shrinkage=0.000400217 Tree=3823 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=7.40154 8.72537 5.83751 threshold=0.10100500000000003 -0.11550499999999998 0.090170000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0062534331552701978 0.009403149870316407 -0.0069935157365788288 -0.0024574159824886691 leaf_weight=27.065144789172336 41.911415714072064 87.174606126587605 29.30650502780918 leaf_count=198 524 2116 252 internal_value=0 -0.00385206 0.00452628 internal_weight=0 114.24 71.2179 internal_count=3090 2314 776 is_linear=0 shrinkage=0.0204111 Tree=3824 num_leaves=4 num_cat=0 split_feature=150 457 157 split_gain=6.09011 7.44473 6.912 threshold=0.081245000000000026 -0.0056599999999999992 -0.077384999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016526929768712666 -0.00026802653991411481 0.00019164346542199001 -7.2331208029109532e-05 leaf_weight=23.163493283413118 6.4329301728866985 41.334808205487207 124.55090609900071 leaf_count=290 70 342 2436 internal_value=0 0.000129257 -3.49755e-05 internal_weight=0 47.7677 147.714 internal_count=3138 412 2726 is_linear=0 shrinkage=0.000400217 Tree=3825 num_leaves=4 num_cat=0 split_feature=12 49 475 split_gain=7.49852 7.08048 6.47801 threshold=0.080020000000000022 -0.21083999999999997 -0.067819999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032375284742139018 0.0002861022106925089 -0.00011334308039344848 3.7073638450397194e-05 leaf_weight=14.686346170026807 7.6646299993153653 83.147177532868227 86.262915215222165 leaf_count=101 49 2198 734 internal_value=0 -7.93186e-05 7.90929e-05 internal_weight=0 90.8118 100.949 internal_count=3082 2247 835 is_linear=0 shrinkage=0.000400217 Tree=3826 num_leaves=4 num_cat=0 split_feature=480 43 12 split_gain=6.1589 6.2326 0.909744 threshold=0.086640000000000009 0.25035000000000007 -0.073119999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00076631245087029618 0.0016923819145435968 -0.021709906247442137 -0.024121063416017226 leaf_weight=172.23966849886347 0.62337370502063993 5.1859364369884124 5.0488201981934244 leaf_count=2684 13 187 185 internal_value=0 9.60822e-05 -0.0213063 internal_weight=0 177.426 5.67219 internal_count=3069 2871 198 is_linear=0 shrinkage=0.0204111 Tree=3827 num_leaves=4 num_cat=0 split_feature=158 50 16 split_gain=5.43429 5.91476 0.0157836 threshold=0.11034000000000001 0.086500000000000007 -0.079774999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032596958256264747 -0.01526155344841462 -0.0084743548725329781 -0.023188961132250153 leaf_weight=173.27493406957365 1.1649689570767803 19.848889284388861 2.930437672068364 leaf_count=2428 34 567 102 internal_value=0 0.00204948 -0.0214001 internal_weight=0 193.124 4.09541 internal_count=3131 2995 136 is_linear=0 shrinkage=0.0204111 Tree=3828 num_leaves=3 num_cat=0 split_feature=147 156 split_gain=5.76786 5.76033 threshold=-1.0000000180025095e-35 0.11896500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058061234221973247 2.3669077634098308e-05 -0.00051703546158285538 leaf_weight=2.5312587013468137 188.83174541508197 3.0975981076480812 leaf_count=28 2932 98 internal_value=0 1.46461e-05 internal_weight=0 191.929 internal_count=3058 3030 is_linear=0 shrinkage=0.000400217 Tree=3829 num_leaves=4 num_cat=0 split_feature=4 11 47 split_gain=5.54286 9.39533 9.14594 threshold=0.27150500000000005 0.080455000000000013 0.11939500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058132753728243499 0.01259253154789892 -0.02568342535817952 -0.023855304474079041 leaf_weight=150.86907096885261 24.21670693624765 6.3669819165952495 3.1471042707562438 leaf_count=2580 322 136 19 internal_value=0 -0.00161534 0.00832054 internal_weight=0 157.236 27.3638 internal_count=3057 2716 341 is_linear=0 shrinkage=0.0204111 Tree=3830 num_leaves=4 num_cat=0 split_feature=4 2 160 split_gain=6.14101 5.59757 0.629799 threshold=0.50673000000000001 0.090470000000000009 -0.013514999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0067270561961253524 0.02161192635174005 0.00072847695597138401 0.0095992461652596589 leaf_weight=74.119696424604626 3.9324293083045632 96.441176668013213 3.8867868287488809 leaf_count=1651 81 1232 83 internal_value=0 -0.00251372 0.0158605 internal_weight=0 170.561 7.81922 internal_count=3047 2883 164 is_linear=0 shrinkage=0.0204111 Tree=3831 num_leaves=4 num_cat=0 split_feature=456 12 1 split_gain=6.7044 5.93701 2.75872 threshold=0.08542000000000001 0.10042000000000002 0.11471000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032222086982835896 -0.02390306595258633 -0.0083683098906859408 -0.00042981900415170465 leaf_weight=159.22646790687577 6.0079411198385042 20.709000276750885 3.170788167975843 leaf_count=2502 153 417 34 internal_value=0 0.00188387 -0.0158971 internal_weight=0 179.935 9.17873 internal_count=3106 2919 187 is_linear=0 shrinkage=0.0204111 Tree=3832 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=5.87708 10.9163 5.22615 threshold=0.097925000000000012 -0.060024999999999995 0.10119000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0070433188141107526 0.01800823727135303 0.0076212228767404081 0.0021679446062276369 leaf_weight=79.693802826514002 9.7928217552253027 28.670450132805854 70.407334244373487 leaf_count=1908 92 248 830 internal_value=0 -0.00315959 0.00412453 internal_weight=0 108.364 80.2002 internal_count=3078 2156 922 is_linear=0 shrinkage=0.0204111 Tree=3833 num_leaves=4 num_cat=0 split_feature=16 0 15 split_gain=9.45104 7.1501 5.1153 threshold=0.26746000000000009 -0.061889999999999994 -0.070454999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4030132152352501e-05 0.00010657776194434888 0.0001599226662929585 -0.00042026893106816274 leaf_weight=135.00596329959808 3.7494893795810667 39.188228915794753 13.111131350044159 leaf_count=2346 96 366 257 internal_value=0 9.67786e-06 -0.000303178 internal_weight=0 174.194 16.8606 internal_count=3065 2712 353 is_linear=0 shrinkage=0.000400217 Tree=3834 num_leaves=4 num_cat=0 split_feature=3 151 0 split_gain=6.86929 6.50558 3.53139 threshold=0.17769000000000004 -0.29526499999999994 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043733288193781956 7.3218426582367441e-05 4.3293987929012315e-06 0.00048469168925746261 leaf_weight=5.4043566687032571 6.4975914421956986 168.90363270824309 6.8678585682064277 leaf_count=72 77 2880 73 internal_value=0 -9.63613e-06 0.000286925 internal_weight=0 174.308 13.3655 internal_count=3102 2952 150 is_linear=0 shrinkage=0.000400217 Tree=3835 num_leaves=3 num_cat=0 split_feature=31 1456 split_gain=6.63528 5.42171 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023066411773466602 -0.018215709612640442 -0.00031406022905285178 leaf_weight=4.7703676207456729 7.2393828291678792 171.07339666085318 leaf_count=96 276 2704 internal_value=0 -0.00105183 internal_weight=0 178.313 internal_count=3076 2980 is_linear=0 shrinkage=0.0204111 Tree=3836 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=6.08003 7.10264 threshold=-0.52342999999999995 -0.11471499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027207950834975726 0.0058033649141665412 -0.0024210798250723898 leaf_weight=3.2121467199176541 69.575339241069742 117.41016873370972 leaf_count=50 487 2543 internal_value=0 0.000640791 internal_weight=0 186.986 internal_count=3080 3030 is_linear=0 shrinkage=0.0204111 Tree=3837 num_leaves=4 num_cat=0 split_feature=1456 403 150 split_gain=5.65076 6.0173 2.2052 threshold=-1.0000000180025095e-35 -0.092224999999999988 0.099155000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043308632832747101 -0.00036831951023060102 3.0970411726280704e-05 0.00016454185846435481 leaf_weight=6.1080411286093286 6.1347615667618802 187.57733462867327 1.1146956682205198 leaf_count=285 378 2488 4 internal_value=0 1.81196e-05 -0.00033975 internal_weight=0 193.712 7.22274 internal_count=3155 2866 289 is_linear=0 shrinkage=0.000400217 Tree=3838 num_leaves=4 num_cat=0 split_feature=151 38 1 split_gain=5.44265 5.26441 0.68439 threshold=-0.29526499999999994 1.0000000180025095e-35 0.11070500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01232014228226657 0.0011762210185877169 -0.015584663933388592 -0.027971120698973648 leaf_weight=2.5948369700927278 171.20123539632186 8.0679565027821791 2.5949635859578848 leaf_count=57 2927 73 20 internal_value=0 0.000412645 -0.0205713 internal_weight=0 179.269 5.1898 internal_count=3077 3000 77 is_linear=0 shrinkage=0.0204111 Tree=3839 num_leaves=3 num_cat=0 split_feature=472 1373 split_gain=5.53331 5.35377 threshold=-1.0000000180025095e-35 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044002034673895618 2.4380904917849137e-05 -0.00051413286794853839 leaf_weight=4.2489294802071518 187.86853819279349 2.8924387537408611 leaf_count=170 2919 24 internal_value=0 1.59188e-05 internal_weight=0 190.761 internal_count=3113 2943 is_linear=0 shrinkage=0.000400217 Tree=3840 num_leaves=3 num_cat=0 split_feature=1456 156 split_gain=7.19994 5.77984 threshold=-1.0000000180025095e-35 0.11896500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021380384126655019 0.0009614010673572171 -0.026477302331560537 leaf_weight=6.4039173370110793 175.69873234859551 3.1456402824842362 leaf_count=298 2691 94 internal_value=0 0.000462526 internal_weight=0 178.844 internal_count=3083 2785 is_linear=0 shrinkage=0.0204111 Tree=3841 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=5.48513 7.52788 threshold=-0.52484999999999993 -0.23862999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.032035123864506548 0.014544829339840094 0.00015193063328943659 leaf_weight=1.9487609453499306 16.530732111772522 167.63301248566131 leaf_count=14 153 2925 internal_value=0 0.00145191 internal_weight=0 184.164 internal_count=3092 3078 is_linear=0 shrinkage=0.0204111 Tree=3842 num_leaves=4 num_cat=0 split_feature=1 43 1186 split_gain=6.16841 8.25484 7.1616 threshold=1.0000000180025095e-35 -0.19537999999999997 0.083980000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011436699251531859 0.0010185059257897318 -0.0098663303709893152 0.024320966107820984 leaf_weight=9.0572184300981444 129.34805075463373 43.875003659544745 5.6271204804070285 leaf_count=112 1499 1457 30 internal_value=0 -0.00620473 0.00200934 internal_weight=0 52.9322 134.975 internal_count=3098 1569 1529 is_linear=0 shrinkage=0.0204111 Tree=3843 num_leaves=4 num_cat=0 split_feature=1 42 15 split_gain=6.41978 8.98109 7.55266 threshold=0.088035000000000016 0.091840000000000019 0.076335000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.237016852215853e-05 8.3364163975541678e-05 -0.00046815006228890659 -0.00024373397900029841 leaf_weight=67.432859932800056 99.542010420002043 9.3876657173386757 12.644624805427155 leaf_count=1526 954 335 286 internal_value=0 -0.000103787 4.62905e-05 internal_weight=0 76.8205 112.187 internal_count=3101 1861 1240 is_linear=0 shrinkage=0.000400217 Tree=3844 num_leaves=4 num_cat=0 split_feature=456 457 40 split_gain=6.71752 6.81781 3.99111 threshold=0.08542000000000001 0.082870000000000013 -0.027374999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.6427798222387416e-06 0.00015780320448204087 0.00020590935875638755 -0.00046133954497288643 leaf_weight=151.68893644021591 2.1058590486645699 28.964975740294904 7.1172437175409851 leaf_count=2688 22 219 163 internal_value=0 2.83828e-05 -0.000319777 internal_weight=0 180.654 9.2231 internal_count=3092 2907 185 is_linear=0 shrinkage=0.000400217 Tree=3845 num_leaves=4 num_cat=0 split_feature=128 160 2 split_gain=6.73174 6.18445 0.679702 threshold=0.085185000000000025 -0.40187499999999993 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042600915876136178 -0.00047970760193797858 2.2052990898619832e-05 -0.00012013013360867925 leaf_weight=4.960526729875709 4.9028574857511549 180.93804885467398 1.1205596238141877 leaf_count=230 196 2608 26 internal_value=0 9.84764e-06 -0.000416227 internal_weight=0 185.899 6.02342 internal_count=3060 2838 222 is_linear=0 shrinkage=0.000400217 Tree=3846 num_leaves=4 num_cat=0 split_feature=13 13 52 split_gain=6.0684 9.31398 5.7969 threshold=-0.091404999999999986 -0.032264999999999995 0.11628500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010284309154786819 -0.010176188811674158 0.0020387279603092455 -0.014537113014317832 leaf_weight=39.97289077314781 33.551044990046648 114.24321565686841 4.2466056777629992 leaf_count=380 1217 1418 81 internal_value=0 -0.000739807 0.0078699 internal_weight=0 147.794 44.2195 internal_count=3096 2635 461 is_linear=0 shrinkage=0.0204111 Tree=3847 num_leaves=3 num_cat=0 split_feature=44 14 split_gain=6.37728 6.12789 threshold=1.0000000180025095e-35 0.077685000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012766036236952221 -0.020587989886256809 -0.021619983559519402 leaf_weight=178.9513361203135 5.970682547427713 4.8939605642808592 leaf_count=2950 56 105 internal_value=0 0.000654308 internal_weight=0 183.845 internal_count=3111 3055 is_linear=0 shrinkage=0.0204111 Tree=3848 num_leaves=3 num_cat=0 split_feature=1373 150 split_gain=6.06607 7.35732 threshold=0.099250000000000019 0.082085000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.3039334531844758e-05 -0.00055753909001755235 0.00015277343949984213 leaf_weight=148.74531689181458 2.9571535913273683 44.175004232442006 leaf_count=2714 24 383 internal_value=0 9.57212e-06 internal_weight=0 192.92 internal_count=3121 3097 is_linear=0 shrinkage=0.000400217 Tree=3849 num_leaves=4 num_cat=0 split_feature=376 1456 42 split_gain=6.25674 6.84723 2.28622 threshold=0.048375000000000008 1.0000000180025095e-35 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066918786397977337 -0.001921546854574345 -0.024565564270177063 0.017255616668663352 leaf_weight=159.72854825211107 3.3743382059037677 5.045167128351749 10.738847715547307 leaf_count=2641 15 256 148 internal_value=0 -0.00141705 0.0126915 internal_weight=0 164.774 14.1132 internal_count=3060 2897 163 is_linear=0 shrinkage=0.0204111 Tree=3850 num_leaves=4 num_cat=0 split_feature=43 0 3 split_gain=8.41534 8.6043 8.19785 threshold=-0.07440999999999999 -0.071104999999999988 -0.10831999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000766123477797629 0.0074072872352927543 0.013981867084622795 -0.0060447178391529891 leaf_weight=37.424238971259911 23.515755845000967 29.32297311979346 93.863818805402843 leaf_count=919 204 306 1665 internal_value=0 0.00572544 -0.00334526 internal_weight=0 66.7472 117.38 internal_count=3094 1225 1869 is_linear=0 shrinkage=0.0204111 Tree=3851 num_leaves=4 num_cat=0 split_feature=4 155 16 split_gain=7.27841 6.68944 2.59765 threshold=-0.49977499999999991 0.083500000000000005 0.28127000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023167319054301971 0.0031861810699201566 -0.019194794506058009 0.00036268089973343309 leaf_weight=6.3487081248313171 179.20547427071142 5.6313687771325922 2.7976506119593978 leaf_count=82 2780 168 51 internal_value=0 0.0024931 -0.0160527 internal_weight=0 184.837 9.14636 internal_count=3081 2948 133 is_linear=0 shrinkage=0.0204111 Tree=3852 num_leaves=4 num_cat=0 split_feature=4 483 14 split_gain=5.79753 9.44025 0.623852 threshold=0.50673000000000001 0.080590000000000009 -0.46637499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012017257198393535 0.0064955324352137358 -0.018633292760890135 0.021503970172134949 leaf_weight=169.79457177667064 1.5906613883562384 10.509523545508271 5.7545883550774297 leaf_count=2633 34 291 137 internal_value=0 3.47402e-05 0.0184001 internal_weight=0 180.304 7.34525 internal_count=3095 2924 171 is_linear=0 shrinkage=0.0204111 Tree=3853 num_leaves=4 num_cat=0 split_feature=39 1 48 split_gain=5.86043 8.29226 8.24667 threshold=0.0047850000000000011 0.088035000000000016 0.11978500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.4346075207547327e-05 -0.00019164205489585078 0.00027169177167277143 -0.00036455185455325467 leaf_weight=147.98932457211777 8.3373528104275483 23.155915804207325 11.504578480497001 leaf_count=2640 76 295 97 internal_value=0 0.000148787 -3.98451e-05 internal_weight=0 31.4933 159.494 internal_count=3108 371 2737 is_linear=0 shrinkage=0.000400217 Tree=3854 num_leaves=4 num_cat=0 split_feature=160 2 43 split_gain=6.18304 8.07341 6.16615 threshold=-0.091964999999999977 0.108975 0.25035000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044006686275395148 1.4302744830487094e-05 0.00013026443217931886 -0.00044221892475810747 leaf_weight=11.64284361570026 162.75448695168598 5.943265546928159 4.7690181452780953 leaf_count=393 2429 82 165 internal_value=0 -0.000247717 1.01991e-06 internal_weight=0 17.5861 167.524 internal_count=3069 475 2594 is_linear=0 shrinkage=0.000400217 Tree=3855 num_leaves=4 num_cat=0 split_feature=15 15 159 split_gain=4.98099 7.68621 4.42563 threshold=-0.24269999999999997 -0.19313499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023430719348792854 -0.00055556092272749356 -2.1468807000014077e-05 0.0003104254733737822 leaf_weight=2.8825155701488248 4.3173256630543611 169.2253709063516 12.094620522577314 leaf_count=24 75 2768 224 internal_value=0 -3.51054e-05 0.000204625 internal_weight=0 173.543 14.9771 internal_count=3091 2843 248 is_linear=0 shrinkage=0.000400217 Tree=3856 num_leaves=4 num_cat=0 split_feature=1 42 132 split_gain=6.95406 8.26389 5.87054 threshold=0.085880000000000026 0.085505000000000012 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2091158545028779e-05 2.9471614130793274e-05 -0.00034088781853355697 0.00033631296427805098 leaf_weight=52.470209401886677 111.31294093932956 17.220201155607356 10.863163799978791 leaf_count=1020 1214 706 132 internal_value=0 -0.000101285 5.70371e-05 internal_weight=0 69.6904 122.176 internal_count=3072 1726 1346 is_linear=0 shrinkage=0.000400217 Tree=3857 num_leaves=4 num_cat=0 split_feature=31 2 1 split_gain=5.56338 5.42638 0.0247521 threshold=-1.0000000180025095e-35 0.097925000000000012 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051186425621028173 -7.6077021274516312e-05 6.1337072523157577e-05 0.00036402284347205639 leaf_weight=1.5848747119307507 105.87358915794175 81.261374857625924 2.9538609534502029 leaf_count=12 2071 923 78 internal_value=0 -1.64054e-05 0.000426728 internal_weight=0 187.135 4.53874 internal_count=3084 2994 90 is_linear=0 shrinkage=0.000400217 Tree=3858 num_leaves=4 num_cat=0 split_feature=484 132 150 split_gain=6.01585 6.10055 4.70504 threshold=-0.0048899999999999994 0.080815000000000012 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003508855952387416 -2.356549230403148e-05 0.00020951032573408805 0.00029300045038682876 leaf_weight=12.797919058240948 156.23320765522658 20.213862608768977 2.0285162143409243 leaf_count=459 2375 272 18 internal_value=0 3.25172e-06 -0.000261255 internal_weight=0 176.447 14.8264 internal_count=3124 2647 477 is_linear=0 shrinkage=0.000400217 Tree=3859 num_leaves=4 num_cat=0 split_feature=0 0 52 split_gain=6.92057 14.7451 8.58747 threshold=-0.075534999999999977 -0.098429999999999976 -0.41845999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.512037753898004e-06 -0.00041640096181026824 -0.00030918175735746928 0.00011213898785718087 leaf_weight=83.955315286759287 5.2037266138941041 33.196973010344664 67.077211361262016 leaf_count=676 191 1432 794 internal_value=0 -8.38715e-05 7.35026e-05 internal_weight=0 117.152 72.2809 internal_count=3093 2108 985 is_linear=0 shrinkage=0.000400217 Tree=3860 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=7.14969 6.97383 threshold=-0.095439999999999983 -0.083139999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023399298999570845 -0.020883318910886683 0.0016474139062442061 leaf_weight=5.0759367002174249 5.8065400152117936 173.65857439098181 leaf_count=49 275 2757 internal_value=0 0.000905872 internal_weight=0 179.465 internal_count=3081 3032 is_linear=0 shrinkage=0.0204111 Tree=3861 num_leaves=4 num_cat=0 split_feature=403 52 15 split_gain=5.71249 5.97602 1.05104 threshold=-0.092224999999999988 -0.27269499999999997 -0.15097999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0076163479989464584 -0.013419608502991908 0.0018797866187452641 -0.02134134936532581 leaf_weight=0.51882279594428826 11.207588118559213 176.25828233142965 5.6592743140936355 leaf_count=19 332 2450 356 internal_value=0 0.000957653 -0.0188173 internal_weight=0 187.466 6.1781 internal_count=3157 2782 375 is_linear=0 shrinkage=0.0204111 Tree=3862 num_leaves=4 num_cat=0 split_feature=15 4 41 split_gain=6.56843 8.52577 6.13756 threshold=0.084580000000000016 0.053255000000000004 0.087145000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.4785697873899416e-05 -0.00037277727181855163 0.00015751354710321629 -0.00035601190216417582 leaf_weight=161.2172345960571 15.672205408249285 6.9388036378659299 6.592841586098074 leaf_count=2002 939 51 85 internal_value=0 -0.000210069 1.92051e-05 internal_weight=0 22.611 167.81 internal_count=3077 990 2087 is_linear=0 shrinkage=0.000400217 Tree=3863 num_leaves=4 num_cat=0 split_feature=14 42 16 split_gain=6.01337 6.19624 0.932214 threshold=0.073890000000000011 -0.26552999999999999 -0.15595499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060618302760470004 -0.00017578632561695542 2.3713645743425567e-05 -0.0005338557206648523 leaf_weight=2.4243495324626556 1.9641309259459374 181.88652666349662 3.4246642871294162 leaf_count=19 33 2999 76 internal_value=0 1.50652e-05 -0.00040958 internal_weight=0 184.311 5.3888 internal_count=3127 3018 109 is_linear=0 shrinkage=0.000400217 Tree=3864 num_leaves=4 num_cat=0 split_feature=42 39 156 split_gain=8.42611 9.3015 7.34922 threshold=0.084050000000000014 0.08511500000000001 0.094860000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.0209502415970228e-05 -0.00020827970803654209 0.00022136543428943949 -0.00034156136460183857 leaf_weight=128.30820276297163 47.315604965639068 9.6302371183410269 7.2291115536354473 leaf_count=1516 1245 154 146 internal_value=0 -0.00013533 4.79832e-05 internal_weight=0 56.9458 135.537 internal_count=3061 1399 1662 is_linear=0 shrinkage=0.000400217 Tree=3865 num_leaves=4 num_cat=0 split_feature=43 484 15 split_gain=6.84565 6.90237 1.06962 threshold=0.25537500000000007 -0.0048899999999999994 -0.24211499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026065459422095394 2.2564114714617826e-05 4.0032684107754534e-05 -0.00051045634154010041 leaf_weight=13.055320117156951 0.68241511750966299 171.41616200501448 4.5305581939173853 leaf_count=468 10 2428 168 internal_value=0 1.86074e-05 -0.000441673 internal_weight=0 184.471 5.21297 internal_count=3074 2896 178 is_linear=0 shrinkage=0.000400217 Tree=3866 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=6.00938 7.45997 2.85971 threshold=0.11584000000000001 0.12663000000000002 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3385098648575562e-05 0.00023409708171047772 -0.00060128165486857707 5.0661470210842492e-06 leaf_weight=154.03424444480333 21.932096377946436 3.5514343313407144 14.46870960225351 leaf_count=2649 274 37 153 internal_value=0 -3.68266e-05 0.000143356 internal_weight=0 157.586 36.4008 internal_count=3113 2686 427 is_linear=0 shrinkage=0.000400217 Tree=3867 num_leaves=4 num_cat=0 split_feature=14 1429 48 split_gain=6.63171 5.95845 0.893417 threshold=0.077685000000000018 -1.0000000180025095e-35 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022391542534693776 -0.035256501031348982 0.0015714186974984743 -0.015258658752403648 leaf_weight=4.3154886398406225 1.8091389649780465 183.4684640027408 2.4306166775058946 leaf_count=141 17 2898 77 internal_value=0 0.00100771 -0.0244795 internal_weight=0 187.784 4.23976 internal_count=3133 3039 94 is_linear=0 shrinkage=0.0204111 Tree=3868 num_leaves=4 num_cat=0 split_feature=1 13 4 split_gain=8.05914 11.3365 7.87335 threshold=0.09450500000000002 0.077550000000000022 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015100527852990653 -0.00031065889561645199 0.00019461174475699091 0.00011633539743781138 leaf_weight=83.249072021746542 7.4819231345318249 18.490476793143898 77.947111909743398 leaf_count=1973 121 193 804 internal_value=0 -8.80468e-05 7.85813e-05 internal_weight=0 101.74 85.429 internal_count=3091 2166 925 is_linear=0 shrinkage=0.000400217 Tree=3869 num_leaves=4 num_cat=0 split_feature=1 12 15 split_gain=6.69663 7.98732 2.55201 threshold=0.12700000000000003 0.11596500000000001 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8453000120750499e-06 0.00030479273119830467 -0.00047609303292802443 -1.7902807109325861e-05 leaf_weight=168.11151607346255 16.175923942821104 5.5827562731865319 5.1561066238209596 leaf_count=2681 237 124 36 internal_value=0 -9.94154e-06 0.000227109 internal_weight=0 173.694 21.332 internal_count=3078 2805 273 is_linear=0 shrinkage=0.000400217 Tree=3870 num_leaves=3 num_cat=0 split_feature=160 14 split_gain=7.02794 5.66468 threshold=-0.40187499999999993 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044779160353259696 2.6996684269867639e-05 -0.0004336031317802631 leaf_weight=5.2584811551205339 186.3380306258623 4.2653942327015093 leaf_count=247 2781 86 internal_value=0 1.64407e-05 internal_weight=0 190.603 internal_count=3114 2867 is_linear=0 shrinkage=0.000400217 Tree=3871 num_leaves=4 num_cat=0 split_feature=147 52 0 split_gain=5.76994 6.19069 4.11937 threshold=0.088565000000000019 0.28122000000000008 -0.098064999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012020326959632966 0.018800818703778345 -0.018250666072483109 -0.0033668312614904853 leaf_weight=159.0352996691654 9.7484880117699486 9.2874475968419556 5.3612759532406917 leaf_count=2642 67 294 64 internal_value=0 -0.00215422 0.0109683 internal_weight=0 168.323 15.1098 internal_count=3067 2936 131 is_linear=0 shrinkage=0.0204111 Tree=3872 num_leaves=4 num_cat=0 split_feature=14 0 48 split_gain=4.89828 5.06259 0.457971 threshold=0.077685000000000018 -0.0033699999999999993 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1197041074864511e-05 -0.00063412000125961921 0.00014456793373205927 -0.00031667155264112295 leaf_weight=150.29370181151899 1.4715481046587231 31.685458985157311 2.27812529366929 leaf_count=2652 13 319 84 internal_value=0 -5.23493e-07 -0.000456027 internal_weight=0 181.979 3.74967 internal_count=3068 2971 97 is_linear=0 shrinkage=0.000400217 Tree=3873 num_leaves=4 num_cat=0 split_feature=160 43 48 split_gain=5.63558 6.41422 0.0904189 threshold=-0.25833999999999996 -0.07440999999999999 0.078735000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022815726811413969 0.0057584129822099966 -0.0022514861705824956 -0.011483025499407341 leaf_weight=4.1464023990556589 64.290167392871808 117.7928819906665 0.70587059622630466 leaf_count=223 1084 1734 36 internal_value=0 0.000578462 -0.0214633 internal_weight=0 182.083 4.85227 internal_count=3077 2818 259 is_linear=0 shrinkage=0.0204111 Tree=3874 num_leaves=3 num_cat=0 split_feature=151 1348 split_gain=5.64039 6.40607 threshold=-0.52054499999999992 0.090050000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026704347477659613 -0.00095405964112403173 0.022783610762113701 leaf_weight=3.3262352568563065 175.03617619950091 4.7560907821170977 leaf_count=56 2987 35 internal_value=0 -0.000312332 internal_weight=0 179.792 internal_count=3078 3022 is_linear=0 shrinkage=0.0204111 Tree=3875 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=5.31771 6.06119 threshold=-0.52342999999999995 0.51074000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028113794432403572 -0.00071373891757278284 0.019783438224373763 leaf_weight=2.7387728611938646 177.80506616053754 6.1085562526714048 leaf_count=49 2941 145 internal_value=0 -2.13174e-05 internal_weight=0 183.914 internal_count=3135 3086 is_linear=0 shrinkage=0.0204111 Tree=3876 num_leaves=4 num_cat=0 split_feature=12 3 49 split_gain=5.18084 8.88525 7.9076 threshold=0.080020000000000022 0.10812000000000001 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028941203541316276 -0.00011970931343519386 0.00030786674398755739 8.6084403171828548e-05 leaf_weight=9.775980784557758 80.454381377232494 8.509851713664828 98.305823723785579 leaf_count=80 2208 32 802 internal_value=0 -7.84741e-05 5.18565e-05 internal_weight=0 88.9642 108.082 internal_count=3122 2240 882 is_linear=0 shrinkage=0.000400217 Tree=3877 num_leaves=4 num_cat=0 split_feature=1456 151 3 split_gain=5.50766 5.0596 1.27994 threshold=-1.0000000180025095e-35 -0.40941499999999992 -0.15442999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0063507818684140141 -0.021021750693439905 0.0012239807123223905 -0.021872830888614678 leaf_weight=0.70942566473968316 4.252127159619703 177.74429645296186 5.5480024661810594 leaf_count=6 64 2741 281 internal_value=0 0.000691631 -0.0186176 internal_weight=0 181.996 6.25743 internal_count=3092 2805 287 is_linear=0 shrinkage=0.0204111 Tree=3878 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=6.93431 6.35775 threshold=-0.095439999999999983 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022262011261873674 -0.01135219591413944 0.0022094600217931908 leaf_weight=5.3680626377463332 15.649917567876399 166.84927253989736 leaf_count=51 499 2556 internal_value=0 0.00104026 internal_weight=0 182.499 internal_count=3106 3055 is_linear=0 shrinkage=0.0204111 Tree=3879 num_leaves=4 num_cat=0 split_feature=160 401 15 split_gain=6.13747 5.87388 0.0936755 threshold=-0.40187499999999993 0.078330000000000025 -0.10749999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002226317987693903 4.3474136112888109e-05 -0.00028519823361912319 -0.00045040739711091956 leaf_weight=0.6809740550816058 175.78975143635762 9.0520229710964468 4.162099604116519 leaf_count=19 2542 292 221 internal_value=0 2.72156e-05 -0.000424135 internal_weight=0 184.842 4.84307 internal_count=3074 2834 240 is_linear=0 shrinkage=0.000400217 Tree=3880 num_leaves=4 num_cat=0 split_feature=3 39 42 split_gain=4.67849 9.05654 5.07938 threshold=-0.097724999999999992 0.0047850000000000011 0.092260000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0074016676405367727 -0.0053496112171650132 0.0076311184359618527 -0.010910116095330793 leaf_weight=41.785010614083149 108.90740229343646 28.07593155419454 7.3279211637563995 leaf_count=379 2291 343 76 internal_value=0 -0.00268504 0.00465085 internal_weight=0 136.983 49.1129 internal_count=3089 2634 455 is_linear=0 shrinkage=0.0204111 Tree=3881 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=7.28887 6.32143 threshold=-0.41845999999999994 -0.088654999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041632939073988311 -0.00032916073113915735 2.7087643525751655e-05 leaf_weight=6.5094187684007911 8.2432369032176194 176.72458311545779 leaf_count=292 408 2390 internal_value=0 1.10216e-05 internal_weight=0 184.968 internal_count=3090 2798 is_linear=0 shrinkage=0.000400217 Tree=3882 num_leaves=4 num_cat=0 split_feature=13 0 12 split_gain=6.08246 7.3401 4.69837 threshold=-0.10462499999999998 -0.13625999999999996 -0.054684999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016110483559965739 9.3610401004993026e-05 -9.6997499405389865e-05 0.00021506499504309273 leaf_weight=6.4341950179077676 46.580910120508634 105.36008231726009 28.725253248005174 leaf_count=83 294 2484 229 internal_value=0 -3.85365e-05 0.000145933 internal_weight=0 151.941 35.1594 internal_count=3090 2778 312 is_linear=0 shrinkage=0.000400217 Tree=3883 num_leaves=4 num_cat=0 split_feature=52 133 48 split_gain=7.56366 5.8811 4.09457 threshold=-0.32783999999999996 -0.39935999999999994 0.10327000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023170430594700437 -0.025139079235759205 0.0020998334867145399 0.0093122737159471274 leaf_weight=7.9057409641100076 3.2549465727643101 172.88937827298651 1.9591577379032967 leaf_count=302 156 2612 24 internal_value=0 0.00158084 -0.0166873 internal_weight=0 176.144 9.8649 internal_count=3094 2768 326 is_linear=0 shrinkage=0.0204111 Tree=3884 num_leaves=4 num_cat=0 split_feature=50 158 123 split_gain=6.88674 8.46043 6.79283 threshold=0.086500000000000007 0.084965000000000027 0.088205000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3134647913784897e-05 -0.00033500942348201171 -0.00029089004798253968 0.000413443216863595 leaf_weight=154.28633189992979 15.70677109170356 13.071248813561395 2.1175749395042649 leaf_count=2198 558 314 20 internal_value=0 1.6869e-05 -0.000244066 internal_weight=0 167.358 17.8243 internal_count=3090 2512 578 is_linear=0 shrinkage=0.000400217 Tree=3885 num_leaves=4 num_cat=0 split_feature=1 133 16 split_gain=5.53674 7.40654 4.16311 threshold=0.11584000000000001 0.10681500000000001 -0.063769999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5509211660851626e-05 0.0002608548841183749 -0.0004519727231331827 -1.2434305021014082e-05 leaf_weight=150.00322738307295 20.084200431592762 6.3857524601335163 15.985053923213853 leaf_count=2312 249 396 185 internal_value=0 -3.36417e-05 0.000140076 internal_weight=0 156.389 36.0693 internal_count=3142 2708 434 is_linear=0 shrinkage=0.000400217 Tree=3886 num_leaves=4 num_cat=0 split_feature=43 13 15 split_gain=7.7285 7.15265 0.661873 threshold=0.25537500000000007 0.27266500000000005 -0.14660499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.6925616629043369e-05 -0.00014671978175589701 -0.0004797180039856817 -0.00053629643986524602 leaf_weight=178.96597701855353 0.9514586676377802 4.4654881802853188 4.3505795435048631 leaf_count=2872 28 50 143 internal_value=0 1.43067e-05 -0.000470866 internal_weight=0 183.431 5.30204 internal_count=3093 2922 171 is_linear=0 shrinkage=0.000400217 Tree=3887 num_leaves=4 num_cat=0 split_feature=15 0 49 split_gain=8.03758 7.24661 6.25309 threshold=0.084580000000000016 0.10483000000000002 -0.085014999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002187561872710281 -0.00029759698206465292 0.00050680320396044836 4.9656078588236057e-05 leaf_weight=15.193815551232545 20.680459474737294 1.8620602246373881 151.60002255917061 leaf_count=141 974 13 1961 internal_value=0 -0.000228975 2.50751e-05 internal_weight=0 22.5425 166.794 internal_count=3089 987 2102 is_linear=0 shrinkage=0.000400217 Tree=3888 num_leaves=4 num_cat=0 split_feature=403 52 1 split_gain=8.41844 6.08811 4.54134 threshold=-1.0000000180025095e-35 -0.51586999999999994 0.099470000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037649176597109543 -0.00041388213017005732 3.7327793510369808e-05 0.00013106713233560291 leaf_weight=13.379758386960022 4.8197374098235732 166.74613905450678 3.5097860004752865 leaf_count=702 214 2125 38 internal_value=0 2.43905e-05 -0.000270848 internal_weight=0 171.566 16.8895 internal_count=3079 2339 740 is_linear=0 shrinkage=0.000400217 Tree=3889 num_leaves=4 num_cat=0 split_feature=133 1 1 split_gain=5.47667 5.71057 0.117525 threshold=-0.39935999999999994 0.10100500000000003 0.11751000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020996059348674528 -0.002591829360416951 0.0047159311259480086 -0.033627352162351395 leaf_weight=2.3956651090411465 112.49054034482106 73.601542437681928 0.96177600510418404 leaf_count=162 2155 788 6 internal_value=0 0.000299571 -0.0255829 internal_weight=0 186.092 3.35744 internal_count=3111 2943 168 is_linear=0 shrinkage=0.0204111 Tree=3890 num_leaves=4 num_cat=0 split_feature=14 1373 160 split_gain=5.67789 5.82785 0.588117 threshold=0.073890000000000011 0.09586500000000002 -0.081299999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00095746734140053505 -0.031886956552898138 -0.026192592261867979 -0.015634122247999489 leaf_weight=178.12444485447486 1.6897364391479639 3.2438959609717122 2.9298017141409209 leaf_count=2976 27 29 74 internal_value=0 0.00045601 -0.022193 internal_weight=0 181.368 4.61954 internal_count=3106 3005 101 is_linear=0 shrinkage=0.0204111 Tree=3891 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=5.87045 7.7034 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00086513776039395124 0.018433717276714116 -0.023032407084807853 leaf_weight=174.81394298133091 7.4676905421074471 5.6942022917792192 leaf_count=2961 74 42 internal_value=0 9.74694e-05 internal_weight=0 180.508 internal_count=3077 3003 is_linear=0 shrinkage=0.0204111 Tree=3892 num_leaves=3 num_cat=0 split_feature=156 15 split_gain=5.35531 5.59157 threshold=-1.0000000180025095e-35 -0.24269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004370789074112698 0.00025739583183732499 4.6497566262106274e-06 leaf_weight=3.9901793724857262 15.147538205143062 172.70181537320605 leaf_count=159 245 2683 internal_value=0 2.51715e-05 internal_weight=0 187.849 internal_count=3087 2928 is_linear=0 shrinkage=0.000400217 Tree=3893 num_leaves=4 num_cat=0 split_feature=484 38 150 split_gain=5.13617 5.12765 4.4692 threshold=-0.0048899999999999994 0.12641000000000005 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017190680648337869 0.0017572723210551955 -0.026562884341068276 0.013946545478408906 leaf_weight=10.926734830485655 176.41412548834342 2.5926330806687465 2.2364758560433975 leaf_count=458 2598 16 17 internal_value=0 0.00133075 -0.0118273 internal_weight=0 179.007 13.1632 internal_count=3089 2614 475 is_linear=0 shrinkage=0.0204111 Tree=3894 num_leaves=4 num_cat=0 split_feature=480 1212 1454 split_gain=6.50364 5.87521 1.58492 threshold=0.086640000000000009 -1.0000000180025095e-35 0.08141000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042728117224452561 -0.0004645969618916887 5.5175905582751351e-05 4.6704426180542515e-05 leaf_weight=4.0221959538175716 5.0185356576694167 185.12444838893134 1.1739673847332595 leaf_count=227 177 2673 30 internal_value=0 4.46698e-05 -0.000368557 internal_weight=0 189.147 6.1925 internal_count=3107 2900 207 is_linear=0 shrinkage=0.000400217 Tree=3895 num_leaves=4 num_cat=0 split_feature=1 16 2 split_gain=5.53801 7.54663 6.17694 threshold=0.087515000000000023 0.0020050000000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019847877051730266 -8.8203799906463518e-05 5.3734021721142528e-05 0.00010488280463399428 leaf_weight=51.634578029625118 42.86952599324286 29.967648095276672 69.27219289727509 leaf_count=1375 665 438 612 internal_value=0 -0.000105909 3.10553e-05 internal_weight=0 81.6022 112.142 internal_count=3090 1813 1277 is_linear=0 shrinkage=0.000400217 Tree=3896 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=5.38409 8.36462 7.54664 threshold=-0.24269999999999997 -0.19153499999999998 0.11901000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017938300883277844 -0.024194036339963993 0.00012775918778924387 -0.017370136659933758 leaf_weight=13.484067999757828 5.9971219222061327 164.97222659899853 3.001853894442319 leaf_count=239 85 2766 22 internal_value=0 -0.000740657 0.0114353 internal_weight=0 170.969 16.4859 internal_count=3112 2851 261 is_linear=0 shrinkage=0.0204111 Tree=3897 num_leaves=4 num_cat=0 split_feature=42 0 474 split_gain=8.57613 7.01176 6.21248 threshold=-1.0000000180025095e-35 -0.016814999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016310006490793491 -0.02557464759369266 0.0084722730035389771 0.0028755574291702991 leaf_weight=19.756092390132839 3.1559570888057342 6.1754452725872389 150.07356360557606 leaf_count=779 113 47 2093 internal_value=0 -0.0103972 0.00227134 internal_weight=0 25.9315 153.23 internal_count=3032 826 2206 is_linear=0 shrinkage=0.0204111 Tree=3898 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=5.52018 13.2708 7.68593 threshold=1.0000000180025095e-35 -0.083574999999999997 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034373731068691092 -0.00027787768329395115 4.2703658452631491e-05 6.3784773827933207e-05 leaf_weight=23.616859103844035 11.42172497906722 35.518552434805315 123.21450575871859 leaf_count=816 170 761 1344 internal_value=0 -0.000111987 3.45934e-05 internal_weight=0 59.1354 134.636 internal_count=3091 1577 1514 is_linear=0 shrinkage=0.000400217 Tree=3899 num_leaves=4 num_cat=0 split_feature=376 132 43 split_gain=7.45356 6.82031 1.94963 threshold=0.048375000000000008 0.08018500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025970108490116386 0.0091313354241181182 0.010228712760393315 0.025589742793208511 leaf_weight=150.25841824631789 11.60887008695863 19.404044538037851 4.0545024406164876 leaf_count=2637 144 299 23 internal_value=0 -0.00112437 0.013543 internal_weight=0 169.662 15.6634 internal_count=3103 2936 167 is_linear=0 shrinkage=0.0204111 Tree=3900 num_leaves=4 num_cat=0 split_feature=160 42 15 split_gain=6.42493 6.47042 0.123036 threshold=-0.25833999999999996 -1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018842531692596197 -0.00015841881955458247 5.2457910856794852e-05 -0.00044809256218509625 leaf_weight=0.55613804049789894 27.239527595986146 157.51112078403821 4.6497347949189125 leaf_count=19 782 2041 243 internal_value=0 2.12892e-05 -0.000424904 internal_weight=0 184.751 5.20587 internal_count=3085 2823 262 is_linear=0 shrinkage=0.000400217 Tree=3901 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=6.17308 15.8098 9.15483 threshold=1.0000000180025095e-35 -0.084074999999999997 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019134715284980657 -0.014719883592783587 0.0033208457127626169 0.0043331326652024278 leaf_weight=21.456264933221973 11.422139765694736 33.051873994467314 118.07852981006727 leaf_count=789 180 788 1325 internal_value=0 -0.00553953 0.00264137 internal_weight=0 54.5081 129.501 internal_count=3082 1577 1505 is_linear=0 shrinkage=0.0204111 Tree=3902 num_leaves=4 num_cat=0 split_feature=133 456 1 split_gain=5.29081 5.69161 4.53309 threshold=0.10681500000000001 0.084065000000000015 0.11163000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018359363614741471 -0.024611950878217895 -0.013794729584843813 0.013089464959225919 leaf_weight=171.65706925382256 5.8997087771422221 10.175093190162441 1.6281470260582862 leaf_count=2478 382 196 35 internal_value=0 0.000953313 -0.0163854 internal_weight=0 181.832 7.52786 internal_count=3091 2674 417 is_linear=0 shrinkage=0.0204111 Tree=3903 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=6.81628 5.4882 threshold=-0.43271999999999994 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00064563139296259728 2.1256493204821816e-05 -0.00037598703211577222 leaf_weight=2.4692233284004024 182.91889432413154 5.633648373768664 leaf_count=16 2953 117 internal_value=0 9.1714e-06 internal_weight=0 188.553 internal_count=3086 3070 is_linear=0 shrinkage=0.000400217 Tree=3904 num_leaves=4 num_cat=0 split_feature=2 454 13 split_gain=5.61047 11.5298 5.53082 threshold=0.097925000000000012 1.0000000180025095e-35 -0.00038499999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011130728191464443 0.00016310669769002814 0.00046357202964081258 -4.8155899171289593e-05 leaf_weight=102.49586275889305 40.535378465778194 5.8003579266369334 38.714046904176939 leaf_count=2137 512 22 413 internal_value=0 -8.00697e-05 5.99807e-05 internal_weight=0 108.296 79.2494 internal_count=3084 2159 925 is_linear=0 shrinkage=0.000400217 Tree=3905 num_leaves=4 num_cat=0 split_feature=42 156 0 split_gain=7.06695 7.57288 6.08135 threshold=-1.0000000180025095e-35 0.091280000000000014 -0.016814999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028135703302394223 5.9753791808289165e-05 -0.00025358191425615398 0.00017428187689298957 leaf_weight=21.990171754994666 145.31954637198942 13.391269412473774 5.8740463024005285 leaf_count=779 1989 250 44 internal_value=0 3.31559e-05 -0.000184991 internal_weight=0 158.711 27.8642 internal_count=3062 2239 823 is_linear=0 shrinkage=0.000400217 Tree=3906 num_leaves=4 num_cat=0 split_feature=1 0 156 split_gain=8.06573 10.8779 5.91762 threshold=0.077800000000000022 -0.07087499999999998 0.11896500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029687333877365471 5.6166736006372084e-05 5.2346794948681294e-05 -0.0004856979001925455 leaf_weight=30.914125136216171 131.61635992932133 26.427384120645002 3.1980484314262858 leaf_count=1307 1415 286 82 internal_value=0 -0.000136137 4.29203e-05 internal_weight=0 57.3415 134.814 internal_count=3090 1593 1497 is_linear=0 shrinkage=0.000400217 Tree=3907 num_leaves=4 num_cat=0 split_feature=484 13 123 split_gain=6.5091 5.18189 4.53952 threshold=-0.0048899999999999994 -0.10462499999999998 0.086990000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034568794527974794 0.00015312469426884395 -1.9203897194598592e-05 0.00039580508481374007 leaf_weight=12.462261780252446 34.747485647094436 140.89594217872946 1.384223261848091 leaf_count=475 297 2339 13 internal_value=0 1.49636e-05 -0.000268981 internal_weight=0 175.643 13.8465 internal_count=3124 2636 488 is_linear=0 shrinkage=0.000400217 Tree=3908 num_leaves=3 num_cat=0 split_feature=160 2 split_gain=6.80768 6.12298 threshold=-0.40187499999999993 0.15305000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044738979754285611 -8.7329638772278182e-06 0.00037211178904566659 leaf_weight=5.35636295939912 178.40220525243785 6.9160116869024924 leaf_count=249 2748 107 internal_value=0 5.69614e-06 internal_weight=0 185.318 internal_count=3104 2855 is_linear=0 shrinkage=0.000400217 Tree=3909 num_leaves=4 num_cat=0 split_feature=4 160 40 split_gain=6.99373 5.99322 1.40671 threshold=-0.49977499999999991 -0.20907999999999996 -0.082079999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0053165379703633917 -0.015206870618008871 0.001127444667093616 -0.023389462604250667 leaf_weight=2.6044188067317009 9.7994667371094675 167.53772161898087 6.2850152589380723 leaf_count=21 335 2652 116 internal_value=0 0.000215802 -0.0182265 internal_weight=0 177.337 8.88943 internal_count=3124 2987 137 is_linear=0 shrinkage=0.0204111 Tree=3910 num_leaves=4 num_cat=0 split_feature=1 42 2 split_gain=6.60245 8.57967 3.88783 threshold=0.11584000000000001 0.099455000000000002 0.14780500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6548369074323334e-05 7.9763077276275685e-05 -0.0003845304000362705 0.00040046597192119822 leaf_weight=148.42588263793732 30.829137417022139 10.782609348534605 7.4502354634460053 leaf_count=2381 332 295 105 internal_value=0 -4.17232e-05 0.000143167 internal_weight=0 159.208 38.2794 internal_count=3113 2676 437 is_linear=0 shrinkage=0.000400217 Tree=3911 num_leaves=4 num_cat=0 split_feature=42 0 2 split_gain=5.772 6.46171 6.37167 threshold=-1.0000000180025095e-35 -0.046254999999999998 -0.58149499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015741620398767302 -0.13185631777695023 0.0058927931704721419 0.0016773311500367452 leaf_weight=17.687810138741046 0.037053488194941475 8.4254019907675666 161.87326365735498 leaf_count=776 3 65 2251 internal_value=0 -0.00876594 0.00155567 internal_weight=0 26.1132 161.91 internal_count=3095 841 2254 is_linear=0 shrinkage=0.0204111 Tree=3912 num_leaves=4 num_cat=0 split_feature=160 1212 15 split_gain=6.16189 5.37925 0.094758 threshold=-0.40187499999999993 -1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021375730200766691 -0.00042619927170631401 3.9401049269188939e-05 -0.00044848497573041126 leaf_weight=0.62820767075754691 3.9536207288620053 178.23843760008458 4.2095478831033679 leaf_count=17 220 2576 231 internal_value=0 2.90418e-05 -0.000423529 internal_weight=0 182.192 4.83776 internal_count=3044 2796 248 is_linear=0 shrinkage=0.000400217 Tree=3913 num_leaves=4 num_cat=0 split_feature=456 1373 150 split_gain=6.27328 6.7275 4.72774 threshold=0.084065000000000015 0.09586500000000002 0.088135000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019466303241572674 -0.026064177014417107 -0.02614788541714097 0.0045196530322202865 leaf_weight=178.08656063728267 6.1063316195504722 3.511449475772678 3.1394978782627732 leaf_count=2864 143 28 48 internal_value=0 0.00138761 -0.0157494 internal_weight=0 181.598 9.24583 internal_count=3083 2892 191 is_linear=0 shrinkage=0.0204111 Tree=3914 num_leaves=4 num_cat=0 split_feature=155 133 15 split_gain=6.19232 4.8932 0.000152777 threshold=0.090655000000000013 0.13997000000000001 -0.077959999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.903453525389957e-05 -0.0003062113579677065 -0.00035569616480398726 -0.00045290232372824379 leaf_weight=179.82199678613688 1.1041781853418795 5.3438951097195959 3.9142620906932271 leaf_count=2573 40 322 145 internal_value=0 1.77229e-05 -0.000428014 internal_weight=0 185.166 5.01844 internal_count=3080 2895 185 is_linear=0 shrinkage=0.000400217 Tree=3915 num_leaves=3 num_cat=0 split_feature=1348 31 split_gain=6.68611 6.45675 threshold=0.084620000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00043150807471385602 0.00033473108333482277 -3.7390700389482853e-05 leaf_weight=4.7183297744486472 8.5440427227877063 179.95621751583531 leaf_count=86 62 2942 internal_value=0 -2.51564e-05 internal_weight=0 184.675 internal_count=3090 3028 is_linear=0 shrinkage=0.000400217 Tree=3916 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=6.82414 13.1145 8.69673 threshold=-0.10726999999999999 0.12879500000000002 -0.075944999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013687773048207084 -0.00020458189660348919 -0.00051393231814509147 2.4204502009863018e-05 leaf_weight=71.459889690391719 42.811646090151044 5.2193291445728383 69.9795211389428 leaf_count=538 1532 35 980 internal_value=0 9.18942e-05 -6.27517e-05 internal_weight=0 76.6792 112.791 internal_count=3085 573 2512 is_linear=0 shrinkage=0.000400217 Tree=3917 num_leaves=4 num_cat=0 split_feature=160 39 15 split_gain=6.20054 5.69645 0.120836 threshold=-0.40187499999999993 0.0047850000000000011 -0.099824999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.009745680443436943 -3.4023784851438854e-05 0.0096260558266232765 -0.022883664485781937 leaf_weight=0.56665667565539468 154.55229335199692 30.328589990269393 4.2685179022082584 leaf_count=22 2498 364 228 internal_value=0 0.00155552 -0.0215994 internal_weight=0 184.881 4.83517 internal_count=3112 2862 250 is_linear=0 shrinkage=0.0204111 Tree=3918 num_leaves=4 num_cat=0 split_feature=402 52 4 split_gain=5.81323 6.17304 3.42244 threshold=0.086255000000000012 -0.51586999999999994 0.40057000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041533223687238534 -0.00039248302678966527 3.868674596298942e-05 0.00034545574520447565 leaf_weight=4.8177613146835929 7.89743682820699 178.17440714460099 1.0636662635952232 leaf_count=216 310 2541 26 internal_value=0 2.64868e-05 -0.000301709 internal_weight=0 182.992 8.9611 internal_count=3093 2757 336 is_linear=0 shrinkage=0.000400217 Tree=3919 num_leaves=4 num_cat=0 split_feature=456 403 2 split_gain=6.05995 6.11946 3.18999 threshold=0.084065000000000015 -0.088654999999999984 0.11732500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017306393401486264 -0.024604691863429673 0.001771741195931124 0.0021486683276901674 leaf_weight=7.1964375055977134 5.9612154036294651 168.47611421451438 2.6501010023057461 leaf_count=401 156 2477 28 internal_value=0 0.000979678 -0.0164495 internal_weight=0 175.673 8.61132 internal_count=3062 2878 184 is_linear=0 shrinkage=0.0204111 Tree=3920 num_leaves=4 num_cat=0 split_feature=1456 403 3 split_gain=6.63797 6.76887 1.51605 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15442999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018234083628869982 -0.00021390618827734072 4.6787243673466236e-05 -0.00043633349718258667 leaf_weight=0.64429699629545201 17.466209351929137 172.56235645146808 6.1788813897583159 leaf_count=5 702 2117 281 internal_value=0 2.27141e-05 -0.000375913 internal_weight=0 190.029 6.82318 internal_count=3105 2819 286 is_linear=0 shrinkage=0.000400217 Tree=3921 num_leaves=4 num_cat=0 split_feature=0 15 0 split_gain=8.00105 12.9814 10.5839 threshold=-0.10726999999999999 -0.015169999999999998 -0.074654999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9033174615876495e-05 -0.00022664359193531089 0.00032503961082558749 2.4530122692279571e-05 leaf_weight=54.682013579178602 44.016055266401963 25.754378133453429 68.664930365164764 leaf_count=414 1599 155 925 internal_value=0 9.14318e-05 -7.37123e-05 internal_weight=0 80.4364 112.681 internal_count=3093 569 2524 is_linear=0 shrinkage=0.000400217 Tree=3922 num_leaves=4 num_cat=0 split_feature=13 1 42 split_gain=6.54084 8.99696 5.90183 threshold=-0.10462499999999998 0.086100000000000024 0.083855000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023308114419623842 -0.00019109295294125866 1.5008441177387841e-05 -0.00011760144179044611 leaf_weight=26.692973015829921 50.840932567312848 101.47532579721883 10.697080692509187 leaf_count=204 1614 1130 119 internal_value=0 -5.3875e-05 0.000132701 internal_weight=0 152.316 37.3901 internal_count=3067 2744 323 is_linear=0 shrinkage=0.000400217 Tree=3923 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=7.62212 10.3327 5.99573 threshold=0.077800000000000022 -0.083574999999999997 0.079800000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030276453441979191 -5.6159850817531197e-05 3.7849623658201155e-05 0.0001252899326695704 leaf_weight=25.090894609340467 43.867456342559308 32.820534823491471 86.629002590896562 leaf_count=843 747 751 731 internal_value=0 -0.000110025 6.42982e-05 internal_weight=0 57.9114 130.496 internal_count=3072 1594 1478 is_linear=0 shrinkage=0.000400217 Tree=3924 num_leaves=4 num_cat=0 split_feature=128 158 51 split_gain=6.51503 5.87683 0.31077 threshold=0.089460000000000012 0.084965000000000027 -0.036099999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5034573032541999e-05 -0.00019744954804680701 -0.00021657423301558944 -0.00046431491346835371 leaf_weight=175.46631404935033 1.1308337068185208 13.650123759609412 4.1172818482737048 leaf_count=2621 32 320 160 internal_value=0 3.53137e-05 -0.000412138 internal_weight=0 189.116 5.24812 internal_count=3133 2941 192 is_linear=0 shrinkage=0.000400217 Tree=3925 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=5.92034 10.39 9.28999 threshold=0.085880000000000026 -0.17568999999999999 -0.10092 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010908819708881395 -0.00032536261780050747 9.5356879292538073e-05 -0.00018906989926097782 leaf_weight=25.866720941849053 10.142945349682121 113.27380021265708 47.016338349319994 leaf_count=173 152 1233 1605 internal_value=0 6.05167e-05 -8.32464e-05 internal_weight=0 123.417 72.8831 internal_count=3163 1385 1778 is_linear=0 shrinkage=0.000400217 Tree=3926 num_leaves=4 num_cat=0 split_feature=1456 1212 3 split_gain=6.31122 5.3027 1.21947 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0066046702323485241 -0.021829408700760222 0.0020453503634398642 -0.021214791554306785 leaf_weight=0.68232898041605938 3.8518323609023346 175.20608859320055 6.1159127847931805 leaf_count=5 227 2570 281 internal_value=0 0.00151844 -0.0183608 internal_weight=0 179.058 6.79824 internal_count=3083 2797 286 is_linear=0 shrinkage=0.0204111 Tree=3927 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=6.74608 9.15954 5.79974 threshold=-0.24269999999999997 -0.19153499999999998 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035521092293760444 -0.00052088116386131292 -1.1063499117339956e-06 -0.0003168558791467761 leaf_weight=13.469807445537297 5.4968596242833874 170.76455474810791 2.3339518271386615 leaf_count=227 89 2738 18 internal_value=0 -1.76363e-05 0.000254427 internal_weight=0 176.261 15.8038 internal_count=3072 2827 245 is_linear=0 shrinkage=0.000400217 Tree=3928 num_leaves=4 num_cat=0 split_feature=42 1 1429 split_gain=5.8862 9.33497 6.22662 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040111861745572235 -0.00042403009224873192 5.7189936151721495e-05 6.3929206770190749e-05 leaf_weight=12.573425604467049 4.1874839084339319 16.166505802422762 164.36798740288941 leaf_count=601 143 241 2099 internal_value=0 -0.000144094 5.15332e-05 internal_weight=0 28.7399 168.555 internal_count=3084 842 2242 is_linear=0 shrinkage=0.000400217 Tree=3929 num_leaves=4 num_cat=0 split_feature=15 50 15 split_gain=5.40599 9.19793 7.33512 threshold=-0.24269999999999997 0.12024000000000001 -0.18788999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017903200291143655 -0.023498399487951165 -0.022769058249005721 -0.00073353888629129561 leaf_weight=13.177571127191184 6.0006872569210818 2.7051624730229369 167.21307740401244 leaf_count=237 86 18 2779 internal_value=0 0.010865 -0.00153686 internal_weight=0 15.8827 173.214 internal_count=3120 255 2865 is_linear=0 shrinkage=0.0204111 Tree=3930 num_leaves=4 num_cat=0 split_feature=2 14 49 split_gain=6.24359 6.82484 0.436397 threshold=0.14808000000000002 0.077685000000000018 0.13441 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2425852207198705e-05 0.00038873894142052949 -0.00054263917693339863 0.00018247640327639564 leaf_weight=178.77422937698429 5.7319047674536687 3.8631834685802451 2.742609997279942 leaf_count=2912 105 90 26 internal_value=0 -2.39666e-05 0.000325236 internal_weight=0 182.637 8.47451 internal_count=3133 3002 131 is_linear=0 shrinkage=0.000400217 Tree=3931 num_leaves=4 num_cat=0 split_feature=15 49 49 split_gain=9.4961 9.20239 5.75828 threshold=0.084580000000000016 -0.14755499999999996 -0.085014999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022356344021031647 7.6565587713730963e-05 -0.00045188422165290198 4.4720570710236331e-05 leaf_weight=13.902172558009623 8.3657758268527687 14.057596519298386 149.66183208647999 leaf_count=136 59 914 1961 internal_value=0 -0.000255328 2.17804e-05 internal_weight=0 22.4234 163.564 internal_count=3070 973 2097 is_linear=0 shrinkage=0.000400217 Tree=3932 num_leaves=4 num_cat=0 split_feature=150 2 49 split_gain=6.6968 7.99188 6.79271 threshold=0.082085000000000019 0.092235000000000025 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026902345081086755 -4.4785757333513432e-05 0.00029471748275683473 -1.9826881465054623e-05 leaf_weight=20.252323279972188 22.440285701304674 21.826364766340703 125.63680653073243 leaf_count=263 220 182 2461 internal_value=0 0.000122933 -5.46001e-05 internal_weight=0 44.2667 145.889 internal_count=3126 402 2724 is_linear=0 shrinkage=0.000400217 Tree=3933 num_leaves=4 num_cat=0 split_feature=2 15 1 split_gain=5.44086 6.57686 1.88344 threshold=0.14780500000000005 0.098970000000000016 0.08869500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5516772856459455e-06 -9.06100473929278e-06 -0.00029598636357952031 0.00037813848430850636 leaf_weight=168.30897254301817 2.7404310526326281 13.179418289219027 7.407165430020541 leaf_count=2656 27 302 110 internal_value=0 -2.49573e-05 0.000274615 internal_weight=0 181.488 10.1476 internal_count=3095 2958 137 is_linear=0 shrinkage=0.000400217 Tree=3934 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=6.95684 6.38429 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021330459280145153 0.061066945753614627 0.00090766660162595631 leaf_weight=5.8092397279688148 0.62602088786661525 179.05950404144824 leaf_count=283 4 2814 internal_value=0 0.00115516 internal_weight=0 179.686 internal_count=3101 2818 is_linear=0 shrinkage=0.0204111 Tree=3935 num_leaves=3 num_cat=0 split_feature=160 448 split_gain=5.77754 5.80697 threshold=-0.40187499999999993 -0.083779999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022674788912182966 -0.022039029545582449 0.0017972844349596314 leaf_weight=4.1941411614243398 4.248398365918546 181.77663270384073 leaf_count=234 46 2804 internal_value=0 0.00123999 internal_weight=0 186.025 internal_count=3084 2850 is_linear=0 shrinkage=0.0204111 Tree=3936 num_leaves=4 num_cat=0 split_feature=3 457 0 split_gain=6.82076 6.42323 2.46458 threshold=0.17769000000000004 0.082870000000000013 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025368553698610374 0.0058439989837198586 0.0078492492061345686 0.02499706172801109 leaf_weight=142.01385617538472 5.6205899841152132 29.941775522660464 5.6453686603344959 leaf_count=2663 73 244 75 internal_value=0 -0.000724444 0.0155931 internal_weight=0 171.956 11.266 internal_count=3055 2907 148 is_linear=0 shrinkage=0.0204111 Tree=3937 num_leaves=3 num_cat=0 split_feature=2 156 split_gain=5.81645 5.18426 threshold=-0.58149499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0024217953705846693 -0.00043469807470288235 1.9897138351477223e-05 leaf_weight=0.045674391090868904 3.993617985630407 188.74374863976846 leaf_count=3 159 2935 internal_value=0 1.02308e-05 internal_weight=0 192.737 internal_count=3097 3094 is_linear=0 shrinkage=0.000400217 Tree=3938 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=5.37577 6.87348 threshold=-0.52342999999999995 0.29587000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052520056853280728 -1.2597489816440739e-05 0.00021430697511341348 leaf_weight=2.8550042384304097 159.34396733457106 24.584404780296609 leaf_count=49 2703 315 internal_value=0 1.78432e-05 internal_weight=0 183.928 internal_count=3067 3018 is_linear=0 shrinkage=0.000400217 Tree=3939 num_leaves=4 num_cat=0 split_feature=3 4 12 split_gain=8.62313 7.86888 3.67175 threshold=0.17769000000000004 -0.49367499999999992 -0.052409999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039729444415174698 1.7370938319543427e-05 2.7803610510830126e-06 0.0004604495329268392 leaf_weight=8.1437417240813357 4.4726898749358943 170.50086721382104 9.0159862556029093 leaf_count=141 67 2816 91 internal_value=0 -1.5695e-05 0.000314882 internal_weight=0 178.645 13.4887 internal_count=3115 2957 158 is_linear=0 shrinkage=0.000400217 Tree=3940 num_leaves=4 num_cat=0 split_feature=155 1 133 split_gain=6.4272 5.21714 0.0258218 threshold=0.087240000000000012 0.076845000000000011 0.046800000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.7573194961049105e-05 -0.00045193680568592526 5.8196656376917259e-05 -0.00029375918708988427 leaf_weight=56.372995667014038 4.2538401645142576 129.36414646171033 1.11856616823934 leaf_count=1498 135 1380 55 internal_value=0 1.3928e-05 -0.000425673 internal_weight=0 185.737 5.37241 internal_count=3068 2878 190 is_linear=0 shrinkage=0.000400217 Tree=3941 num_leaves=3 num_cat=0 split_feature=2 9 split_gain=6.45088 6.42117 threshold=-0.58149499999999998 -0.016839999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.1365486239928359 0.022906678031036375 -0.00077453683374192742 leaf_weight=0.032591379247604801 4.7884077960625282 179.49782933446113 leaf_count=2 99 2955 internal_value=0 -0.00014568 internal_weight=0 184.286 internal_count=3056 3054 is_linear=0 shrinkage=0.0204111 Tree=3942 num_leaves=3 num_cat=0 split_feature=1365 1429 split_gain=6.03485 6.16149 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00044894047602062536 -0.00051712233623351994 3.033665083729132e-05 leaf_weight=4.2869439950736696 3.3094612397253504 184.57300756403129 leaf_count=144 49 2863 internal_value=0 1.9198e-05 internal_weight=0 188.86 internal_count=3056 3007 is_linear=0 shrinkage=0.000400217 Tree=3943 num_leaves=4 num_cat=0 split_feature=31 1456 1 split_gain=5.80088 5.88722 0.0162854 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.099250000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050427359135830137 7.6117137098439887e-06 -0.00043106567690816229 0.000368057092539277 leaf_weight=1.7921931892633427 180.82702970298124 4.9246179349720469 3.2426593387499452 leaf_count=10 2731 260 84 internal_value=0 -4.27111e-06 0.00042646 internal_weight=0 185.752 5.03485 internal_count=3085 2991 94 is_linear=0 shrinkage=0.000400217 Tree=3944 num_leaves=4 num_cat=0 split_feature=42 376 0 split_gain=5.8428 5.6037 4.40001 threshold=-0.093189999999999981 1.0000000180025095e-35 -0.016814999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004347971575983099 -2.084831666451e-05 0.00024960825994368459 0.00012733057494718374 leaf_weight=8.6623898788820934 166.81568347016582 13.132400034228338 2.9328927472233763 leaf_count=262 2688 155 21 internal_value=0 -9.67771e-07 -0.000292755 internal_weight=0 179.948 11.5953 internal_count=3126 2843 283 is_linear=0 shrinkage=0.000400217 Tree=3945 num_leaves=4 num_cat=0 split_feature=1 1429 3 split_gain=6.23473 7.76261 2.97829 threshold=0.11584000000000001 0.084545000000000009 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0031991910379955439 0.012844119047783022 0.012023034788689707 0.00098685283660604668 leaf_weight=132.83776296346332 20.823761155363172 15.483307868998962 15.291203274857251 leaf_count=2437 264 191 161 internal_value=0 -0.00160226 0.00784228 internal_weight=0 148.321 36.115 internal_count=3053 2628 425 is_linear=0 shrinkage=0.0204111 Tree=3946 num_leaves=3 num_cat=0 split_feature=4 483 split_gain=6.74051 6.91815 threshold=0.51074000000000008 0.080590000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.4571421069524069e-06 0.00042149036556163766 -0.00032572183961631658 leaf_weight=178.37826870716526 5.8973185140639535 10.328512740641598 leaf_count=2668 143 287 internal_value=0 -9.07052e-06 internal_weight=0 188.707 internal_count=3098 2955 is_linear=0 shrinkage=0.000400217 Tree=3947 num_leaves=4 num_cat=0 split_feature=1 3 15 split_gain=6.89722 10.9089 8.23551 threshold=0.09450500000000002 -0.097724999999999992 0.025430000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0062707547848189311 0.0063519592577292987 -0.0085467068077097925 -0.010623019136695958 leaf_weight=29.292427937616594 74.772692169528455 69.912999861204298 14.053673885529859 leaf_count=280 792 1907 166 internal_value=0 -0.00416941 0.00365627 internal_weight=0 99.2054 88.8264 internal_count=3145 2187 958 is_linear=0 shrinkage=0.0204111 Tree=3948 num_leaves=4 num_cat=0 split_feature=0 0 14 split_gain=5.63525 14.4719 11.2462 threshold=-0.10726999999999999 -0.075534999999999977 -0.13131999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024257130969225622 -0.012451601598720561 0.002488632300991354 0.0058862719746145794 leaf_weight=5.4244544822722665 43.518109127267962 70.836575449211523 75.416282269754447 leaf_count=48 1567 969 522 internal_value=0 -0.00320355 0.00383288 internal_weight=0 114.355 80.8407 internal_count=3106 2536 570 is_linear=0 shrinkage=0.0204111 Tree=3949 num_leaves=4 num_cat=0 split_feature=2 14 1 split_gain=5.74147 6.79731 0.549624 threshold=0.14808000000000002 0.073890000000000011 0.08869500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00096016214148343714 0.005888477637113242 -0.02532074085713934 0.01781337369982023 leaf_weight=175.79487899356172 2.2923819657880795 4.7935504371998823 6.7907599341124296 leaf_count=2905 23 101 111 internal_value=0 -0.00162208 0.0149121 internal_weight=0 180.588 9.08314 internal_count=3140 3006 134 is_linear=0 shrinkage=0.0204111 Tree=3950 num_leaves=4 num_cat=0 split_feature=150 15 157 split_gain=6.00315 10.3033 7.25662 threshold=0.082085000000000019 -0.033794999999999999 -0.074904999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0078423150735186641 0.011834543597669106 -0.011037724823073709 -0.004801391215233237 leaf_weight=22.437087661557598 31.803717124974355 10.946510495617984 117.31255342974328 leaf_count=310 239 150 2376 internal_value=0 0.0059644 -0.00276677 internal_weight=0 42.7502 139.75 internal_count=3075 389 2686 is_linear=0 shrinkage=0.0204111 Tree=3951 num_leaves=4 num_cat=0 split_feature=14 0 48 split_gain=6.48781 8.04517 0.832472 threshold=0.077685000000000018 -0.11471499999999998 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0053643440861965829 -0.037345662320072831 -0.0036161546008931589 -0.017143618630932861 leaf_weight=66.531023502349854 1.6210616298485545 110.3034941375372 2.4305906499503172 leaf_count=431 14 2537 79 internal_value=0 -0.000236136 -0.0260134 internal_weight=0 176.835 4.05165 internal_count=3061 2968 93 is_linear=0 shrinkage=0.0204111 Tree=3952 num_leaves=4 num_cat=0 split_feature=1 16 47 split_gain=7.31493 14.3698 6.72316 threshold=1.0000000180025095e-35 0.0020050000000000003 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029897777297163832 9.3115991911071487e-05 0.00011098721564181651 -0.00012213264194236049 leaf_weight=32.115799989231164 107.75971588306129 23.733170161547605 29.522604384925216 leaf_count=1214 1217 385 294 internal_value=0 -0.000124889 4.67649e-05 internal_weight=0 55.849 137.282 internal_count=3110 1599 1511 is_linear=0 shrinkage=0.000400217 Tree=3953 num_leaves=4 num_cat=0 split_feature=11 1213 1 split_gain=5.67504 6.24346 3.55133 threshold=0.088315000000000018 -1.0000000180025095e-35 0.11751000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014447875927937047 -0.022175352303998287 0.0022991930067208007 0.0043953322046014738 leaf_weight=9.6996916772040986 7.0025850837118906 169.47573044817545 2.924369815737009 leaf_count=491 94 2506 26 internal_value=0 0.00138413 -0.0143862 internal_weight=0 179.175 9.92695 internal_count=3117 2997 120 is_linear=0 shrinkage=0.0204111 Tree=3954 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=6.4093 5.71985 threshold=-0.40941499999999992 0.51074000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023353874658183005 9.444486697906778e-05 0.021375982151413606 leaf_weight=4.6132262311875811 178.74700305782608 5.3091621159110209 leaf_count=71 2864 134 internal_value=0 0.000720941 internal_weight=0 184.056 internal_count=3069 2998 is_linear=0 shrinkage=0.0204111 Tree=3955 num_leaves=3 num_cat=0 split_feature=51 376 split_gain=5.78137 6.68675 threshold=-0.40548499999999993 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044818896668703893 -8.8029836277282555e-06 0.00027065190336624255 leaf_weight=4.3418248449452213 174.82649171494995 14.769580963766201 leaf_count=118 2793 156 internal_value=0 1.31135e-05 internal_weight=0 189.596 internal_count=3067 2949 is_linear=0 shrinkage=0.000400217 Tree=3956 num_leaves=4 num_cat=0 split_feature=9 2 16 split_gain=5.79825 5.53651 0.111216 threshold=-1.0000000180025095e-35 0.153865 -0.056829999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046912353880676147 -1.9614714051945429e-05 0.00035090104239035737 0.0003160423409254143 leaf_weight=2.7640042863786221 181.31182247685501 6.5863016650546333 3.0159919802099457 leaf_count=61 2906 92 41 internal_value=0 -6.42596e-06 0.00039677 internal_weight=0 187.898 5.78 internal_count=3100 2998 102 is_linear=0 shrinkage=0.000400217 Tree=3957 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=5.94443 13.2469 6.716 threshold=-0.074479999999999977 -0.10643499999999999 -0.067199999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023486930320001653 0.011417919773657815 -0.011983077461718582 -0.0012174472409953981 leaf_weight=75.384200516506098 33.109345868695527 41.612925196386641 37.052458562888205 leaf_count=569 381 1614 550 internal_value=0 -0.00275534 0.00475387 internal_weight=0 116.997 70.1618 internal_count=3114 2183 931 is_linear=0 shrinkage=0.0204111 Tree=3958 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=5.27452 5.35379 4.81739 threshold=0.17769000000000004 0.15608500000000003 -0.14239499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011814903579248342 -0.010920778199070703 0.023815487696159938 0.020167155230861121 leaf_weight=165.85111662422423 2.5866776285693041 3.5361674390733233 9.2965907740872336 leaf_count=2905 31 29 117 internal_value=0 -0.00064426 0.0133614 internal_weight=0 169.387 11.8833 internal_count=3082 2934 148 is_linear=0 shrinkage=0.0204111 Tree=3959 num_leaves=4 num_cat=0 split_feature=42 39 15 split_gain=7.10487 10.531 8.40039 threshold=0.085675000000000015 0.08511500000000001 0.15110000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024316527258237603 -0.012524732667830206 0.012166867904842988 -0.023481123253859315 leaf_weight=130.61595918890089 37.688282936782343 8.7935170158743841 5.3168059581657863 leaf_count=1849 1041 143 45 internal_value=0 -0.00783552 0.00139962 internal_weight=0 46.4818 135.933 internal_count=3078 1184 1894 is_linear=0 shrinkage=0.0204111 Tree=3960 num_leaves=4 num_cat=0 split_feature=147 1 0 split_gain=6.73321 5.8837 3.68667 threshold=0.085900000000000018 0.11584000000000001 -0.098064999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0036909978874949435 0.018100188916919231 0.0062643171044828782 -0.0016262070742999373 leaf_weight=136.40521800876013 11.493131178896876 30.099041558569297 5.9551655538380137 leaf_count=2516 72 383 85 internal_value=0 -0.00188837 0.0114001 internal_weight=0 166.504 17.4483 internal_count=3056 2899 157 is_linear=0 shrinkage=0.0204111 Tree=3961 num_leaves=4 num_cat=0 split_feature=160 403 15 split_gain=5.67189 5.68645 0.113287 threshold=-0.40187499999999993 -1.0000000180025095e-35 -0.099824999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010251710282155891 -0.01045965061975097 0.0019580880562386446 -0.022816853635211888 leaf_weight=0.61125883134081949 16.890691575332312 159.29098614270333 4.1839250130287828 leaf_count=25 695 2112 215 internal_value=0 0.000761702 -0.0214856 internal_weight=0 176.182 4.79518 internal_count=3047 2807 240 is_linear=0 shrinkage=0.0204111 Tree=3962 num_leaves=4 num_cat=0 split_feature=133 42 1 split_gain=5.52891 5.19621 4.92992 threshold=0.10681500000000001 -0.40652499999999997 0.109225 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.035988357368993008 -0.0252130965617746 0.0016642585711201423 0.012287812987699098 leaf_weight=1.4284510649740685 5.877890776784624 176.59116100438405 1.855451079085469 leaf_count=8 394 2634 38 internal_value=0 0.0013397 -0.0161686 internal_weight=0 178.02 7.73334 internal_count=3074 2642 432 is_linear=0 shrinkage=0.0204111 Tree=3963 num_leaves=4 num_cat=0 split_feature=128 155 2 split_gain=6.59963 5.28617 1.06745 threshold=1.0000000180025095e-35 0.090655000000000013 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4787295557641262e-05 -0.00047935506053704884 -0.00039560940209846021 -4.7823612617276772e-05 leaf_weight=173.04221935870009 5.3229100102907969 5.0655461174901566 1.136688860482536 leaf_count=2658 198 166 28 internal_value=0 2.87403e-06 -0.000405528 internal_weight=0 178.108 6.4596 internal_count=3050 2824 226 is_linear=0 shrinkage=0.000400217 Tree=3964 num_leaves=4 num_cat=0 split_feature=484 1 123 split_gain=8.2111 6.75824 4.30308 threshold=-1.0000000180025095e-35 0.12856000000000004 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018090544531853697 0.00022269663264905325 0.013813633060733729 0.019798804002457811 leaf_weight=12.911347300134365 153.32944968173979 16.814008533488959 1.2892222413793195 leaf_count=491 2364 245 12 internal_value=0 0.00157399 -0.0145227 internal_weight=0 170.143 14.2006 internal_count=3112 2609 503 is_linear=0 shrinkage=0.0204111 Tree=3965 num_leaves=4 num_cat=0 split_feature=133 484 123 split_gain=5.93422 6.36272 4.53963 threshold=0.10681500000000001 -0.0048899999999999994 0.091810000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023251980926449706 -0.0004514509713541301 4.2897001654613044e-05 0.00037621827573018521 leaf_weight=14.505832178809213 6.8845168118132261 166.10117667829036 1.1635300209745763 leaf_count=425 420 2220 19 internal_value=0 2.0646e-05 -0.000328272 internal_weight=0 180.607 8.04805 internal_count=3084 2645 439 is_linear=0 shrinkage=0.000400217 Tree=3966 num_leaves=4 num_cat=0 split_feature=12 155 1 split_gain=6.42793 5.66341 4.22887 threshold=0.11596500000000001 0.088505000000000014 0.13695500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1080931896503473e-05 -0.00051125687188595978 -0.00035617275375015737 0.00015289122491456126 leaf_weight=175.60271630377974 5.7966240334208115 5.8312634746544054 2.0161386905238032 leaf_count=2741 126 184 30 internal_value=0 2.81015e-05 -0.00034013 internal_weight=0 181.434 7.81276 internal_count=3081 2925 156 is_linear=0 shrinkage=0.000400217 Tree=3967 num_leaves=4 num_cat=0 split_feature=15 148 1 split_gain=6.46178 5.97489 3.30447 threshold=0.10347000000000002 -0.083929999999999991 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017550123046344238 -0.02184181647336958 0.0029112491995964139 -0.00049991179178484105 leaf_weight=6.0516704830806693 7.198310280160511 168.96234090786311 5.1622399874031544 leaf_count=80 253 2726 44 internal_value=0 0.00219296 -0.0130131 internal_weight=0 175.014 12.3606 internal_count=3103 2806 297 is_linear=0 shrinkage=0.0204111 Tree=3968 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=6.07135 13.6171 6.64331 threshold=0.077800000000000022 -0.055084999999999988 0.08593000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014499535159160849 0.0048723566632415749 0.0065314587124691509 -0.0061085729232152218 leaf_weight=31.152245755016338 99.057904644170776 21.661816091975197 29.761919688200578 leaf_count=1426 1180 141 296 internal_value=0 -0.00587805 0.00233227 internal_weight=0 52.8141 128.82 internal_count=3043 1567 1476 is_linear=0 shrinkage=0.0204111 Tree=3969 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=6.02264 6.40996 threshold=-0.24552499999999997 0.094655000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057893227706418918 -5.2196971842423837e-05 9.7100028663385781e-05 leaf_weight=2.6563776936382046 101.0950775348465 84.430084698949941 leaf_count=21 2128 929 internal_value=0 1.57637e-05 internal_weight=0 185.525 internal_count=3078 3057 is_linear=0 shrinkage=0.000400217 Tree=3970 num_leaves=4 num_cat=0 split_feature=156 156 3 split_gain=5.54213 5.18819 0.355996 threshold=0.11896500000000002 -1.0000000180025095e-35 0.11359500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043693816580374676 -0.00036057772981662358 2.7199222566760833e-05 -0.00069003564493183719 leaf_weight=3.828065285109914 1.7462023394182318 184.5870242404053 1.2740582423284648 leaf_count=154 78 2875 16 internal_value=0 1.75154e-05 -0.000519254 internal_weight=0 188.415 3.02026 internal_count=3123 3029 94 is_linear=0 shrinkage=0.000400217 Tree=3971 num_leaves=4 num_cat=0 split_feature=133 151 51 split_gain=5.91687 6.06125 0.491464 threshold=-0.26577499999999993 -0.52342999999999995 -0.031924999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.007587871350955757 -0.027657945694281195 0.0014205819488548293 -0.026252634096497897 leaf_weight=0.83880891406442959 2.9270455529913297 172.80317080914392 3.4955736191477618 leaf_count=27 49 2860 167 internal_value=0 0.000918933 -0.0229226 internal_weight=0 175.73 4.33438 internal_count=3103 2909 194 is_linear=0 shrinkage=0.0204111 Tree=3972 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=6.51502 7.02723 1.38759 threshold=0.13594500000000004 -0.10643499999999999 0.16168500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014303573451296509 0.00021542792682983447 -4.7521420304155461e-05 0.00053101844510686539 leaf_weight=40.054401008645073 9.3011023288127017 135.67970977217192 2.9831994818523517 leaf_count=377 152 2513 26 internal_value=0 -4.02504e-06 0.000296172 internal_weight=0 175.734 12.2843 internal_count=3068 2890 178 is_linear=0 shrinkage=0.000400217 Tree=3973 num_leaves=4 num_cat=0 split_feature=160 51 15 split_gain=5.53349 5.4829 0.104804 threshold=-0.40187499999999993 -0.40148999999999996 -0.10436999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021106999163185804 -0.00044579928254220364 1.0832008866041692e-05 -0.00044683397599435624 leaf_weight=0.65149846137501288 4.2014271869556969 178.77176455463632 4.363533784140599 leaf_count=23 109 2703 219 internal_value=0 8.06277e-08 -0.000421484 internal_weight=0 182.973 5.01503 internal_count=3054 2812 242 is_linear=0 shrinkage=0.000400217 Tree=3974 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=5.77606 5.75446 threshold=-1.0000000180025095e-35 -0.10643499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044961433422789637 0.00013055265919871095 -3.2411351850592924e-05 leaf_weight=4.7240471253171554 45.550360233522952 144.5468416971562 leaf_count=93 406 2608 internal_value=0 6.69132e-06 internal_weight=0 190.097 internal_count=3107 3014 is_linear=0 shrinkage=0.000400217 Tree=3975 num_leaves=4 num_cat=0 split_feature=3 457 0 split_gain=6.52237 5.8869 0.706407 threshold=0.30991000000000007 0.08351500000000002 -0.14061499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.764708018320781e-05 0.00012340676511592036 0.00013482889063538188 0.00041401034364070007 leaf_weight=149.48288387429784 1.880178377497941 30.561301192268729 5.9088919633068135 leaf_count=2739 32 250 101 internal_value=0 -2.49121e-05 0.000346605 internal_weight=0 180.044 7.78907 internal_count=3122 2989 133 is_linear=0 shrinkage=0.000400217 Tree=3976 num_leaves=4 num_cat=0 split_feature=15 16 49 split_gain=7.17227 7.59098 6.83699 threshold=0.079530000000000017 -0.24404999999999996 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022995667887462857 0.00015375507940392893 -0.00032581504682542832 5.2882252463257127e-05 leaf_weight=15.001719712046905 7.1525619756430414 19.563245956931496 145.23918260855135 leaf_count=142 65 1057 1817 internal_value=0 -0.000197315 2.62609e-05 internal_weight=0 26.7158 160.241 internal_count=3081 1122 1959 is_linear=0 shrinkage=0.000400217 Tree=3977 num_leaves=4 num_cat=0 split_feature=403 1 42 split_gain=6.04533 5.2 4.91841 threshold=-1.0000000180025095e-35 0.080270000000000022 -0.40652499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044515363769383046 -0.00069684211404172608 3.715155080602554e-06 2.0719947937927951e-05 leaf_weight=8.891286911210047 1.4325569076463569 7.6399272347334763 163.31154172684182 leaf_count=552 8 177 2327 internal_value=0 -0.000239079 1.40112e-05 internal_weight=0 16.5312 164.744 internal_count=3064 729 2335 is_linear=0 shrinkage=0.000400217 Tree=3978 num_leaves=3 num_cat=0 split_feature=48 1365 split_gain=5.20326 5.15785 threshold=-0.11284499999999999 0.08617000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022141176074564693 0.0014768820638144141 -0.026917420018389156 leaf_weight=4.0056136482162392 180.94321044097887 2.5932674773503086 leaf_count=35 3032 29 internal_value=0 0.00105952 internal_weight=0 183.536 internal_count=3096 3061 is_linear=0 shrinkage=0.0204111 Tree=3979 num_leaves=4 num_cat=0 split_feature=1429 1374 157 split_gain=5.62582 5.13957 0.565391 threshold=-1.0000000180025095e-35 0.115 -0.089034999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0090887603329631791 0.0020535310072700027 -0.025772722450356139 -0.027039070039959302 leaf_weight=1.1671106762660199 178.90509739224217 2.6971610028995192 2.9150933598866677 leaf_count=47 2941 19 91 internal_value=0 0.00162463 -0.0222867 internal_weight=0 181.602 4.0822 internal_count=3098 2960 138 is_linear=0 shrinkage=0.0204111 Tree=3980 num_leaves=4 num_cat=0 split_feature=42 43 0 split_gain=6.09108 7.69718 6.8504 threshold=-1.0000000180025095e-35 -0.19537999999999997 -0.016814999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014115616589441354 0.018311929410730406 0.00054270034867731848 0.010142786470171614 leaf_weight=21.240297610347628 10.810005594976245 144.95213099470129 6.186733196489512 leaf_count=795 81 2197 43 internal_value=0 0.00178817 -0.00862464 internal_weight=0 155.762 27.427 internal_count=3116 2278 838 is_linear=0 shrinkage=0.0204111 Tree=3981 num_leaves=4 num_cat=0 split_feature=2 15 2 split_gain=8.27105 9.54245 9.1031 threshold=0.088930000000000023 0.10347000000000002 0.084995000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.181627619171073e-05 7.0742871646533483e-05 -0.00037438165034427568 -0.00040928616135086553 leaf_weight=55.891207812732318 103.05541329583502 8.2265507245319878 15.313210307824191 leaf_count=1054 1283 186 543 internal_value=0 3.74937e-05 -0.000137068 internal_weight=0 111.282 71.2044 internal_count=3066 1469 1597 is_linear=0 shrinkage=0.000400217 Tree=3982 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=5.82303 5.87897 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041457694444604421 0.0011021345101623222 -3.1197378004131211e-06 leaf_weight=5.4376464909291817 0.66215483564883371 182.16577147837961 leaf_count=269 3 2838 internal_value=0 1.55531e-06 internal_weight=0 182.828 internal_count=3110 2841 is_linear=0 shrinkage=0.000400217 Tree=3983 num_leaves=4 num_cat=0 split_feature=3 376 11 split_gain=6.68339 7.49709 2.39703 threshold=-0.16059999999999997 0.048375000000000008 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018508036666875009 -0.0033438762613548249 0.011878846856534323 0.0029189996286434704 leaf_weight=9.0825048191472906 154.26490935118636 14.658208002569152 7.5187998455949119 leaf_count=56 2797 165 121 internal_value=0 -0.00201594 0.0115146 internal_weight=0 168.923 16.6013 internal_count=3139 2962 177 is_linear=0 shrinkage=0.0204111 Tree=3984 num_leaves=4 num_cat=0 split_feature=0 3 47 split_gain=8.1973 9.98298 9.95903 threshold=-0.10726999999999999 0.14029000000000003 0.077065000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016573863401776374 -0.0001137160496585066 0.00030343899947181933 -0.00018946307762842668 leaf_weight=62.074253990314901 100.7278253560944 10.002518504858015 15.770065617980434 leaf_count=450 2514 79 108 internal_value=0 -7.5765e-05 9.36114e-05 internal_weight=0 110.73 77.8443 internal_count=3151 2593 558 is_linear=0 shrinkage=0.000400217 Tree=3985 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=6.78601 13.5069 7.08807 threshold=1.0000000180025095e-35 -0.074179999999999982 0.079530000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031882129674915368 7.6799574124241673e-05 7.1511169244057977e-05 -0.00021642607557799935 leaf_weight=28.125021463143639 115.18807426211424 28.496363459504209 14.803219250985419 leaf_count=1241 1091 348 388 internal_value=0 -0.000122622 4.32499e-05 internal_weight=0 56.6214 129.991 internal_count=3068 1589 1479 is_linear=0 shrinkage=0.000400217 Tree=3986 num_leaves=4 num_cat=0 split_feature=150 151 15 split_gain=6.07317 8.41372 7.43519 threshold=0.082085000000000019 -0.051109999999999996 -0.24269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01192325436481266 0.013572294293909326 -0.0047892184604210759 -0.0039703364533789651 leaf_weight=13.510156875941901 26.356222286587581 17.047380564268678 123.00470926918206 leaf_count=239 258 154 2492 internal_value=0 0.00636678 -0.00238895 internal_weight=0 43.4036 136.515 internal_count=3143 412 2731 is_linear=0 shrinkage=0.0204111 Tree=3987 num_leaves=3 num_cat=0 split_feature=156 42 split_gain=4.97421 4.99787 threshold=-1.0000000180025095e-35 -0.40652499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022249502020593694 -0.035553565157923447 0.001459716904899462 leaf_weight=3.7559235323569728 1.4210537001490582 178.32472001799033 leaf_count=159 8 2920 internal_value=0 0.00114514 internal_weight=0 179.746 internal_count=3087 2928 is_linear=0 shrinkage=0.0204111 Tree=3988 num_leaves=4 num_cat=0 split_feature=133 3 1 split_gain=5.64692 6.82311 0.157028 threshold=-0.39935999999999994 0.17769000000000004 0.11751000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020457453164638321 -0.0003193377394343776 0.015659343557982482 -0.033680577594084625 leaf_weight=2.5754643875407051 166.88903293179465 11.817101799882947 0.94912900775670994 leaf_count=164 2771 146 5 internal_value=0 0.00074641 -0.0249456 internal_weight=0 178.706 3.52459 internal_count=3086 2917 169 is_linear=0 shrinkage=0.0204111 Tree=3989 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=5.96128 7.79191 5.70534 threshold=0.27150500000000005 0.080455000000000013 0.12450000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00093304886121564547 0.011410190059138564 -0.022781302309012645 -0.017959726211495625 leaf_weight=146.06645648926497 25.235850088065494 7.0213563509751102 2.9907323066145173 leaf_count=2592 340 137 22 internal_value=0 -0.00195103 0.00823965 internal_weight=0 153.088 28.2266 internal_count=3091 2729 362 is_linear=0 shrinkage=0.0204111 Tree=3990 num_leaves=4 num_cat=0 split_feature=376 3 3 split_gain=7.07348 7.37589 2.70878 threshold=0.048375000000000008 -0.10831999999999999 -0.0086749999999999969 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8506678984728381e-05 0.0003895631631863692 -9.0687387111626128e-05 2.699349517990487e-05 leaf_weight=44.694946027477272 8.7181283805984986 125.2825163838279 5.2987877200357607 leaf_count=404 88 2525 68 internal_value=0 -4.09074e-05 0.000253802 internal_weight=0 169.977 14.0169 internal_count=3085 2929 156 is_linear=0 shrinkage=0.000400217 Tree=3991 num_leaves=3 num_cat=0 split_feature=52 158 split_gain=5.17878 4.89836 threshold=-0.51586999999999994 0.10618000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021146491613006257 0.00079133133741288619 -0.018461134567665596 leaf_weight=4.7580728374887249 174.47363789458177 5.5729939540615296 leaf_count=228 2686 180 internal_value=0 0.000184305 internal_weight=0 180.047 internal_count=3094 2866 is_linear=0 shrinkage=0.0204111 Tree=3992 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=5.86941 8.58965 6.97317 threshold=-0.10075499999999998 -0.075579999999999994 0.077330000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011875467508525212 -0.011571709770058718 0.00053935050324063392 -0.0051466816513269847 leaf_weight=30.005827829125337 31.682012100005522 104.83277427314897 14.950916593428699 leaf_count=232 1477 1170 191 internal_value=0 -0.00227853 0.00621582 internal_weight=0 136.515 44.9567 internal_count=3070 2647 423 is_linear=0 shrinkage=0.0204111 Tree=3993 num_leaves=4 num_cat=0 split_feature=1213 2 157 split_gain=5.72109 5.64036 4.50354 threshold=-1.0000000180025095e-35 -0.58149499999999998 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041114874416193088 -0.0023349011591403792 2.3148926882095624e-05 -0.00041836752311757855 leaf_weight=1.1209051320329306 0.050666286610065892 178.67903189631761 7.6346442390640714 leaf_count=6 3 2610 463 internal_value=0 2.10191e-05 -0.00030832 internal_weight=0 178.73 8.75555 internal_count=3082 2613 469 is_linear=0 shrinkage=0.000400217 Tree=3994 num_leaves=4 num_cat=0 split_feature=159 159 124 split_gain=6.29416 7.94064 4.62935 threshold=-0.032069999999999994 -0.027939999999999996 0.51153000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018208952436508684 0.045290474373170075 0.00036680541662849727 0.02101867013404984 leaf_weight=11.415738059411522 1.5435587815009046 166.69561858614907 1.3121278285980214 leaf_count=413 6 2686 3 internal_value=0 0.000808818 -0.0140169 internal_weight=0 168.239 12.7279 internal_count=3108 2692 416 is_linear=0 shrinkage=0.0204111 Tree=3995 num_leaves=4 num_cat=0 split_feature=403 403 1 split_gain=5.97191 5.16584 1.27703 threshold=0.08888500000000002 -0.092224999999999988 0.12374000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031099603140494214 -0.00044763798358467049 4.0679711839354492e-05 3.6412208776860156e-05 leaf_weight=6.8375254653801667 5.171820414310786 179.7983797112538 1.0265232562087474 leaf_count=384 229 2467 20 internal_value=0 2.76171e-05 -0.00036825 internal_weight=0 186.636 6.19834 internal_count=3100 2851 249 is_linear=0 shrinkage=0.000400217 Tree=3996 num_leaves=4 num_cat=0 split_feature=133 52 1 split_gain=5.77366 5.55784 0.0640447 threshold=-0.39935999999999994 -0.51586999999999994 0.11751000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021481598564929948 -0.021109130598523144 0.0017685731706573978 -0.033101403236246899 leaf_weight=2.2538894755125507 4.4273498898837707 174.48347573439241 0.96039119735360134 leaf_count=162 210 2727 6 internal_value=0 0.00118959 -0.0259509 internal_weight=0 178.911 3.21428 internal_count=3105 2937 168 is_linear=0 shrinkage=0.0204111 Tree=3997 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=5.88599 11.4079 8.81477 threshold=0.080860000000000015 -0.23098999999999997 -0.19152499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021107017760527723 -0.028253397082686888 0.00044074595826983147 -0.0023732426145062001 leaf_weight=12.02035385603085 6.5001468993723384 134.47432884442969 32.257541025639512 leaf_count=65 46 2602 390 internal_value=0 0.0021513 -0.00678255 internal_weight=0 146.495 38.7577 internal_count=3103 2667 436 is_linear=0 shrinkage=0.0204111 Tree=3998 num_leaves=4 num_cat=0 split_feature=474 33 160 split_gain=5.2728 4.67141 0.11225 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.076674999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.032937987030569951 -0.019137146752411311 0.0012611306542851836 -0.020439637807260439 leaf_weight=1.0407154234126212 4.6926718149334183 176.53749799236539 2.0690225420985362 leaf_count=26 41 2903 86 internal_value=0 0.000721459 -0.0256217 internal_weight=0 181.23 3.10974 internal_count=3056 2944 112 is_linear=0 shrinkage=0.0204111 Tree=3999 num_leaves=4 num_cat=0 split_feature=132 38 12 split_gain=6.02991 6.05179 5.25672 threshold=0.080815000000000012 1.0000000180025095e-35 0.078120000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016042379216281557 0.020595912173277497 -0.020128310109471456 0.00038182792570627818 leaf_weight=158.66659872455057 10.671741022029893 6.4740085992962113 10.664378253277389 leaf_count=2759 93 65 221 internal_value=0 -0.000956333 0.0105471 internal_weight=0 165.141 21.3361 internal_count=3138 2824 314 is_linear=0 shrinkage=0.0204111 Tree=4000 num_leaves=4 num_cat=0 split_feature=156 1 3 split_gain=4.78032 5.08055 0.554366 threshold=0.11896500000000002 0.076845000000000011 0.12745000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0048736392831036984 -0.01710314702177616 0.0024883492850421105 -0.038332521351009563 leaf_weight=56.456451732636197 1.5247243606136174 126.01447946741246 1.0738990367390213 leaf_count=1579 80 1459 11 internal_value=0 0.00020896 -0.0270974 internal_weight=0 182.471 2.59862 internal_count=3129 3038 91 is_linear=0 shrinkage=0.0204111 Tree=4001 num_leaves=4 num_cat=0 split_feature=3 50 13 split_gain=6.6794 5.97744 5.23002 threshold=0.17769000000000004 0.086500000000000007 -0.5318799999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9105735389938969e-06 -9.9828625892719794e-05 -0.00025531086916792374 0.00045475042144975982 leaf_weight=159.06208405506914 3.9265568191185585 15.806913102132965 8.5284615347627533 leaf_count=2411 34 543 115 internal_value=0 -2.14889e-05 0.000280583 internal_weight=0 174.869 12.455 internal_count=3103 2954 149 is_linear=0 shrinkage=0.000400217 Tree=4002 num_leaves=4 num_cat=0 split_feature=1 16 457 split_gain=5.58972 7.41734 6.23347 threshold=0.088470000000000007 0.0020050000000000003 0.069705000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0095489168507993955 0.00052588685275094585 0.003628908686209264 0.013287547419440247 leaf_weight=45.283675987360766 84.59276198677253 29.189021824335214 19.540852228179574 leaf_count=1397 1080 455 151 internal_value=0 -0.00438627 0.00293233 internal_weight=0 74.4727 104.134 internal_count=3083 1852 1231 is_linear=0 shrinkage=0.0204111 Tree=4003 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=7.19828 13.6846 7.11727 threshold=-0.10643499999999999 -0.075754999999999975 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012916335643078336 -0.014486527934457746 0.00070957905302443088 -0.0052463746972276756 leaf_weight=27.434187617967837 31.820648000953952 108.79220897267805 13.266584316035731 leaf_count=204 1507 1153 166 internal_value=0 -0.00273809 0.00699797 internal_weight=0 140.613 40.7008 internal_count=3030 2660 370 is_linear=0 shrinkage=0.0204111 Tree=4004 num_leaves=4 num_cat=0 split_feature=1456 42 158 split_gain=6.28039 6.35304 2.37611 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.47460999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025656180619860715 -0.00013914964550964371 6.7112656457706408e-05 -0.00042252170761611466 leaf_weight=0.86787557206116606 28.174652479530778 154.91469898712239 6.4702521506405892 leaf_count=14 800 2005 277 internal_value=0 3.53064e-05 -0.000339558 internal_weight=0 183.089 7.33813 internal_count=3096 2805 291 is_linear=0 shrinkage=0.000400217 Tree=4005 num_leaves=4 num_cat=0 split_feature=483 14 12 split_gain=5.57679 5.76106 2.67163 threshold=0.096520000000000009 0.073890000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8673634534240841e-05 0.00022038054473746992 -0.00040653998637382157 -0.00050618664472051975 leaf_weight=177.67103276369744 0.90264707873575378 5.1425419800216323 4.847329012292902 leaf_count=2866 18 103 156 internal_value=0 6.47086e-06 -0.000390097 internal_weight=0 182.814 5.74998 internal_count=3143 2969 174 is_linear=0 shrinkage=0.000400217 Tree=4006 num_leaves=4 num_cat=0 split_feature=1 0 13 split_gain=6.98703 6.70135 2.99664 threshold=0.12856000000000004 -0.0013399999999999998 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0045305749559206524 0.021944658970060937 0.0060297877205884847 0.0046133684172138768 leaf_weight=129.89499352150597 6.4023220094386515 30.902374136028811 11.708663760218768 leaf_count=2599 143 277 116 internal_value=0 -0.00249828 0.0108373 internal_weight=0 160.797 18.111 internal_count=3135 2876 259 is_linear=0 shrinkage=0.0204111 Tree=4007 num_leaves=4 num_cat=0 split_feature=2 0 13 split_gain=6.16969 8.3087 5.02869 threshold=0.097925000000000012 -0.063819999999999988 -0.073984999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0066842940671618199 0.010952442042638738 0.0064968603587210478 0.00022863347770125448 leaf_weight=75.608365131862229 29.899139107903466 26.937372245825827 46.370475932199042 leaf_count=1919 327 251 599 internal_value=0 -0.00321847 0.00444246 internal_weight=0 102.546 76.2696 internal_count=3096 2170 926 is_linear=0 shrinkage=0.0204111 Tree=4008 num_leaves=4 num_cat=0 split_feature=1213 4 475 split_gain=4.9951 4.58927 4.27836 threshold=-1.0000000180025095e-35 0.51195500000000005 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045609469379134446 -1.5543854049587825e-07 0.0004172719421090521 -0.0003847473538352293 leaf_weight=1.0008940696716297 167.95122973370599 4.2153768152929834 8.2668217993632407 leaf_count=2 2483 133 462 internal_value=0 1.03295e-05 -0.000289578 internal_weight=0 172.167 9.26772 internal_count=3080 2616 464 is_linear=0 shrinkage=0.000400217 Tree=4009 num_leaves=4 num_cat=0 split_feature=1447 1212 4 split_gain=5.33631 5.56974 2.98127 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50673000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041548974484838404 -0.00042614352092399483 3.4642048386713877e-05 0.0002787009246748297 leaf_weight=6.5669110529124728 4.1890230933786361 182.54022993819672 1.0829570703208444 leaf_count=295 242 2592 8 internal_value=0 2.40558e-05 -0.000314614 internal_weight=0 186.729 7.64987 internal_count=3137 2834 303 is_linear=0 shrinkage=0.000400217 Tree=4010 num_leaves=4 num_cat=0 split_feature=484 43 123 split_gain=8.92827 7.09108 4.49486 threshold=-0.0048899999999999994 0.25537500000000007 0.086990000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018970279574236325 0.0028380224231934741 -0.022515703864819065 0.019717508600228393 leaf_weight=12.141104207519673 163.77981246737181 4.6172627503401591 1.3024240154772986 leaf_count=469 2439 167 14 internal_value=0 0.00212835 -0.0150903 internal_weight=0 168.397 13.4435 internal_count=3089 2606 483 is_linear=0 shrinkage=0.0204111 Tree=4011 num_leaves=4 num_cat=0 split_feature=4 1456 12 split_gain=7.38118 5.85439 3.39443 threshold=-0.49367499999999992 1.0000000180025095e-35 -0.076464999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0038433963453927563 0.0016541215147512901 -0.021810503158355869 -0.025478571436903137 leaf_weight=2.1573346089571714 168.66951299499488 4.4374896273948243 6.4676487306132895 leaf_count=14 2694 239 130 internal_value=0 0.00103891 -0.0181891 internal_weight=0 173.107 8.62498 internal_count=3077 2933 144 is_linear=0 shrinkage=0.0204111 Tree=4012 num_leaves=4 num_cat=0 split_feature=3 0 0 split_gain=5.06697 6.71453 3.22932 threshold=0.17769000000000004 -0.11045499999999998 -0.11980999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3410544848000421e-05 2.4077387016389039e-05 -9.8585427821949151e-05 0.00043431590126089383 leaf_weight=66.199296741862781 6.1775401702616364 107.22103623734438 6.0322831221856159 leaf_count=474 75 2528 67 internal_value=0 -3.67461e-05 0.000228861 internal_weight=0 173.42 12.2098 internal_count=3144 3002 142 is_linear=0 shrinkage=0.000400217 Tree=4013 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=6.11011 8.12108 7.07864 threshold=0.10100500000000003 -0.16409499999999996 0.090170000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003002513505127264 0.00020311643342242646 -8.7223999408322513e-05 -5.5956191719725041e-05 leaf_weight=9.3409926944877935 40.589507230790332 104.01902488819906 28.810930212261155 leaf_count=59 522 2274 245 internal_value=0 -5.50308e-05 9.5648e-05 internal_weight=0 113.36 69.4004 internal_count=3100 2333 767 is_linear=0 shrinkage=0.000400217 Tree=4014 num_leaves=4 num_cat=0 split_feature=42 156 43 split_gain=6.71084 12.1295 7.15057 threshold=-1.0000000180025095e-35 0.050840000000000003 -0.18069999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033692346069236163 0.0003658996354187997 0.00026457305317583964 1.3565418096945596e-05 leaf_weight=20.225837131758457 9.7305597495287639 7.202629216189961 147.51918667802238 leaf_count=775 81 77 2154 internal_value=0 -0.000178539 3.56126e-05 internal_weight=0 27.4285 157.25 internal_count=3087 852 2235 is_linear=0 shrinkage=0.000400217 Tree=4015 num_leaves=4 num_cat=0 split_feature=130 483 40 split_gain=6.57648 6.28122 1.20723 threshold=0.085970000000000005 0.096520000000000009 -0.083354999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2184240214311652e-05 5.7655386960150395e-05 -0.0004238097809035864 -0.00046907227058493809 leaf_weight=173.67283808489447 0.76502953097224224 5.3469598786323322 5.7449871532153329 leaf_count=2580 7 179 329 internal_value=0 -1.09479e-06 -0.000407245 internal_weight=0 179.02 6.51002 internal_count=3095 2759 336 is_linear=0 shrinkage=0.000400217 Tree=4016 num_leaves=3 num_cat=0 split_feature=2 376 split_gain=5.85866 5.94068 threshold=0.153865 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.6178839320764411e-05 0.00038707434103023194 0.00022662363536375181 leaf_weight=164.53859253076371 5.9114531048107883 14.9240291910246 leaf_count=2815 96 160 internal_value=0 -1.41966e-05 internal_weight=0 179.463 internal_count=3071 2975 is_linear=0 shrinkage=0.000400217 Tree=4017 num_leaves=4 num_cat=0 split_feature=49 43 15 split_gain=8.10921 9.61216 8.1712 threshold=-0.085934999999999984 -0.10281499999999998 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032963306937547685 4.5502882339237175e-05 -0.00035321386327326641 -0.00046306362366719059 leaf_weight=3.9442478199489441 156.60167391496361 18.014141288818792 5.1176524439943014 leaf_count=29 2674 170 228 internal_value=0 -0.000229508 2.90999e-05 internal_weight=0 21.9584 161.719 internal_count=3101 199 2902 is_linear=0 shrinkage=0.000400217 Tree=4018 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=5.59182 6.58423 threshold=-0.095439999999999983 0.081245000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037426992097761718 -1.4683691768133151e-05 0.00017066187607854281 leaf_weight=5.7116296747699371 147.02846781062544 38.684552326099947 leaf_count=56 2759 348 internal_value=0 2.40039e-05 internal_weight=0 185.713 internal_count=3163 3107 is_linear=0 shrinkage=0.000400217 Tree=4019 num_leaves=4 num_cat=0 split_feature=1375 158 0 split_gain=8.42013 7.76771 2.92785 threshold=-1.0000000180025095e-35 0.084965000000000027 -0.14889499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059330089388818217 4.5644576559463528e-05 -0.00026658891680458115 -0.00015125773180132363 leaf_weight=4.4947085827589035 159.27391867761617 13.76165511223371 5.2293400489725155 leaf_count=24 2622 338 104 internal_value=0 2.06561e-05 -0.00036001 internal_weight=0 173.036 9.72405 internal_count=3088 2960 128 is_linear=0 shrinkage=0.000400217 Tree=4020 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=8.2313 6.66938 1.1946 threshold=-0.27269499999999997 -0.057374999999999995 0.12717000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043179039260819491 0.00012995801260847582 -3.9461508203323283e-05 -3.3590974464258649e-06 leaf_weight=7.8284945605555532 54.364123757521156 117.37431859070784 1.2020099386572836 leaf_count=308 554 2183 25 internal_value=0 1.42183e-05 -0.000375503 internal_weight=0 171.738 9.0305 internal_count=3070 2737 333 is_linear=0 shrinkage=0.000400217 Tree=4021 num_leaves=4 num_cat=0 split_feature=157 15 39 split_gain=6.67813 6.14941 5.87369 threshold=-0.084489999999999996 0.10347000000000002 0.088375000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045336020039960087 4.1684738847589598e-05 -0.00027524013263822321 0.00039577937317369975 leaf_weight=8.0277799486357235 168.61556745448615 10.300317468296269 1.4641703227534879 leaf_count=238 2579 269 13 internal_value=0 2.32784e-05 -0.00031929 internal_weight=0 178.916 9.49195 internal_count=3099 2848 251 is_linear=0 shrinkage=0.000400217 Tree=4022 num_leaves=4 num_cat=0 split_feature=9 133 12 split_gain=5.94077 5.39031 0.0503584 threshold=-1.0000000180025095e-35 0.13997000000000001 -0.0098499999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036409117945135886 2.2315059701799513e-05 -0.00038700840579851615 0.00051031199439427227 leaf_weight=3.0186081288848072 173.09185965874349 5.1992730628990094 2.2716672234237185 leaf_count=92 2639 321 9 internal_value=0 1.01431e-05 0.000436155 internal_weight=0 178.291 5.29028 internal_count=3061 2960 101 is_linear=0 shrinkage=0.000400217 Tree=4023 num_leaves=4 num_cat=0 split_feature=133 52 51 split_gain=6.68573 6.7021 0.740709 threshold=-0.26577499999999993 -0.51586999999999994 -0.031924999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.6306581496693948e-05 -0.00041369217287825474 7.472241038208535e-05 -0.00050267219948237866 leaf_weight=0.7914357729605398 4.5050749029032877 180.53116150968708 3.6486120322369961 leaf_count=30 212 2666 167 internal_value=0 6.2588e-05 -0.000428435 internal_weight=0 185.036 4.44005 internal_count=3075 2878 197 is_linear=0 shrinkage=0.000400217 Tree=4024 num_leaves=4 num_cat=0 split_feature=4 48 160 split_gain=5.79021 9.73548 5.7779 threshold=0.27150500000000005 0.11978500000000002 -0.091109999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002954529971202358 0.00022554059324250738 -0.00034518145963444266 -3.6972817384058358e-05 leaf_weight=15.324353016883832 26.497708729701117 5.7334364205598822 135.47824360697996 leaf_count=416 332 37 2305 internal_value=0 0.000123174 -6.34389e-05 internal_weight=0 32.2311 150.803 internal_count=3090 369 2721 is_linear=0 shrinkage=0.000400217 Tree=4025 num_leaves=3 num_cat=0 split_feature=1348 2 split_gain=6.48233 5.62276 threshold=0.090050000000000005 -0.58149499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.12326934446302627 0.022564591087502795 -0.00140976321017666 leaf_weight=0.045936347916721298 4.6689026935491702 179.00445218177629 leaf_count=3 38 3083 internal_value=0 -0.00151804 internal_weight=0 179.05 internal_count=3124 3086 is_linear=0 shrinkage=0.0204111 Tree=4026 num_leaves=4 num_cat=0 split_feature=42 12 1365 split_gain=6.2519 9.88135 6.78697 threshold=-1.0000000180025095e-35 0.040165000000000006 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.389313452056299e-05 6.2875385969315655e-05 -0.00043316440608508487 -0.0004642870760236273 leaf_weight=15.2830275738379 155.91110155332717 11.699576225568306 3.9015027382411054 leaf_count=127 2193 726 59 internal_value=0 -0.000158211 4.96897e-05 internal_weight=0 26.9826 159.813 internal_count=3105 853 2252 is_linear=0 shrinkage=0.000400217 Tree=4027 num_leaves=3 num_cat=0 split_feature=158 472 split_gain=5.19968 4.99179 threshold=0.11034000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.022332209399912619 -0.022276463215192981 0.0018372331976383781 leaf_weight=3.5235137710697009 3.8602582748280829 172.26503971297643 leaf_count=153 124 2799 internal_value=0 0.00133887 internal_weight=0 175.789 internal_count=3076 2952 is_linear=0 shrinkage=0.0204111 Tree=4028 num_leaves=4 num_cat=0 split_feature=15 47 4 split_gain=8.59559 6.72004 6.67751 threshold=0.084580000000000016 0.080860000000000015 0.053255000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0039156628426266962 -0.018914976349930387 -0.0058796041008776561 0.008243058457350072 leaf_weight=126.57517738585011 15.458229411102367 37.804309093859047 4.9059245865792027 leaf_count=1665 958 423 45 internal_value=0 0.00166046 -0.012363 internal_weight=0 164.379 20.3642 internal_count=3091 2088 1003 is_linear=0 shrinkage=0.0204111 Tree=4029 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=6.01146 11.1633 5.28953 threshold=0.099470000000000017 0.10274500000000002 0.095880000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.004957433897670077 0.009331753562101636 0.015927722504908825 -0.0019792630492331395 leaf_weight=97.213627901714062 43.986378645990044 11.864445145707576 28.209256073110737 leaf_count=2235 551 58 267 internal_value=0 -0.00267175 0.00491594 internal_weight=0 109.078 72.1956 internal_count=3111 2293 818 is_linear=0 shrinkage=0.0204111 Tree=4030 num_leaves=4 num_cat=0 split_feature=4 49 16 split_gain=5.17738 6.53856 1.50876 threshold=-0.49977499999999991 -0.085014999999999993 0.31595500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020346359334361495 -0.0095662795012277941 0.0018839287550769697 -0.0023783375924169561 leaf_weight=6.6286702249199134 23.937316509196535 152.60438939023879 2.7832991299219429 leaf_count=87 196 2797 51 internal_value=0 0.000326314 -0.0151233 internal_weight=0 176.542 9.41197 internal_count=3131 2993 138 is_linear=0 shrinkage=0.0204111 Tree=4031 num_leaves=4 num_cat=0 split_feature=376 3 43 split_gain=6.04704 7.19825 1.65876 threshold=0.048375000000000008 -0.10075499999999998 -0.081174999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010780675680467709 0.00010999304647863675 -7.6895147949195838e-05 0.00038201816489265978 leaf_weight=46.324811848811805 7.6071339645422995 124.08273865305819 6.9137980788946134 leaf_count=450 80 2486 83 internal_value=0 -2.66466e-05 0.000241443 internal_weight=0 170.408 14.5209 internal_count=3099 2936 163 is_linear=0 shrinkage=0.000400217 Tree=4032 num_leaves=4 num_cat=0 split_feature=403 480 4 split_gain=7.88227 5.41474 5.06431 threshold=-1.0000000180025095e-35 0.086640000000000009 -0.16251999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012620671597093779 0.001912313698482422 -0.019645359962345604 -0.018634185829830983 leaf_weight=2.4878359492868176 164.38126449362608 4.8901144236442624 13.433603594254235 leaf_count=12 2227 174 726 internal_value=0 0.00127696 -0.0136964 internal_weight=0 169.271 15.9214 internal_count=3139 2401 738 is_linear=0 shrinkage=0.0204111 Tree=4033 num_leaves=3 num_cat=0 split_feature=1212 151 split_gain=4.69843 4.77446 threshold=-1.0000000180025095e-35 -0.52342999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021904909938624709 -0.023716289290321432 0.0016048184732122888 leaf_weight=3.6404767112690015 3.0451520293718195 179.5342128459888 leaf_count=203 50 2817 internal_value=0 0.00116822 internal_weight=0 182.579 internal_count=3070 2867 is_linear=0 shrinkage=0.0204111 Tree=4034 num_leaves=4 num_cat=0 split_feature=31 39 1 split_gain=5.42696 4.70744 0.0349564 threshold=-1.0000000180025095e-35 -0.018399999999999996 0.10016000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.02650389267270389 -0.017323574039474661 -9.1153880911976068e-05 0.018542320145290614 leaf_weight=1.5920767486095417 6.7586674853228024 170.37773167502019 2.7488630397710949 leaf_count=9 55 2948 84 internal_value=0 -0.000759188 0.0220553 internal_weight=0 177.136 4.34094 internal_count=3096 3003 93 is_linear=0 shrinkage=0.0204111 Tree=4035 num_leaves=4 num_cat=0 split_feature=1447 155 123 split_gain=6.63109 5.22885 1.53628 threshold=-1.0000000180025095e-35 0.088505000000000014 0.083430000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024576896604258155 0.00098199685831608157 -0.02023878555784021 0.0040265178926500366 leaf_weight=5.5001904364326029 167.95077680668328 4.8688736135372883 0.87539645098149765 leaf_count=278 2610 174 9 internal_value=0 0.000371424 -0.0206478 internal_weight=0 172.82 6.37559 internal_count=3071 2784 287 is_linear=0 shrinkage=0.0204111 Tree=4036 num_leaves=4 num_cat=0 split_feature=1 42 2 split_gain=7.00292 10.102 6.88326 threshold=1.0000000180025095e-35 0.084050000000000014 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051496797577569025 -0.0046394300130287803 -0.019115624357248888 0.0052592085635171136 leaf_weight=35.77227304482949 44.283103317720816 18.324860252265353 85.809081993997097 leaf_count=789 758 791 760 internal_value=0 -0.00684222 0.00188864 internal_weight=0 54.0971 130.092 internal_count=3098 1580 1518 is_linear=0 shrinkage=0.0204111 Tree=4037 num_leaves=3 num_cat=0 split_feature=10 11 split_gain=5.49421 5.42715 threshold=0.08302000000000001 0.088315000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00063276815702920238 0.021118154341865706 -0.016138341002062431 leaf_weight=168.84740869131929 5.0893958695232859 8.3282128514256311 leaf_count=2910 73 110 internal_value=0 -0.000165259 internal_weight=0 177.176 internal_count=3093 3020 is_linear=0 shrinkage=0.0204111 Tree=4038 num_leaves=4 num_cat=0 split_feature=15 4 4 split_gain=5.34516 5.47716 5.44889 threshold=0.079530000000000017 0.18572000000000002 -0.49096999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013671375373051142 -0.013209158608525029 0.014969505471123421 0.0019110047480684737 leaf_weight=9.883935824967919 20.962341117920008 3.2321301791816941 144.47953313036123 leaf_count=142 1109 18 1791 internal_value=0 -0.00939317 0.000904074 internal_weight=0 24.1945 154.363 internal_count=3060 1127 1933 is_linear=0 shrinkage=0.0204111 Tree=4039 num_leaves=4 num_cat=0 split_feature=42 40 156 split_gain=6.09519 7.27387 6.45114 threshold=-1.0000000180025095e-35 0.0045850000000000005 0.094860000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030032394507842694 3.4482713745512928e-05 0.00022809338305717264 -0.00032124026778103138 leaf_weight=20.690168168366657 147.16673826868646 5.1312753204256287 8.5334938399028015 leaf_count=806 2026 30 196 internal_value=0 -0.000194785 1.47697e-05 internal_weight=0 25.8214 155.7 internal_count=3058 836 2222 is_linear=0 shrinkage=0.000400217 Tree=4040 num_leaves=3 num_cat=0 split_feature=2 12 split_gain=6.51722 5.73119 threshold=-0.58149499999999998 0.023990000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0026998965026210687 6.3664259068037685e-05 -7.6206550292641433e-05 leaf_weight=0.031528918072580292 100.2831732223276 87.986055692774244 leaf_count=2 829 2272 internal_value=0 -1.70964e-06 internal_weight=0 188.269 internal_count=3103 3101 is_linear=0 shrinkage=0.000400217 Tree=4041 num_leaves=4 num_cat=0 split_feature=1456 133 3 split_gain=5.89462 5.20198 1.50381 threshold=-1.0000000180025095e-35 0.13997000000000001 -0.15442999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019413153834828314 3.2847248802054763e-05 -0.00037975495420832211 -0.00043117353659981485 leaf_weight=0.62454456090927113 177.52394351069233 4.9214052337047169 5.7276849189656778 leaf_count=3 2526 331 287 internal_value=0 2.14913e-05 -0.000367396 internal_weight=0 182.445 6.35223 internal_count=3147 2857 290 is_linear=0 shrinkage=0.000400217 Tree=4042 num_leaves=4 num_cat=0 split_feature=484 128 1348 split_gain=6.66375 6.38133 4.87671 threshold=-0.0048899999999999994 0.085185000000000025 0.094400000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035406143731363905 3.2138275423332622e-05 -0.00039197513478896089 0.00048730764254699383 leaf_weight=11.891037601075366 166.2919624344504 5.7716541014087843 1.1179109215736378 leaf_count=485 2435 206 2 internal_value=0 1.76663e-05 -0.000278218 internal_weight=0 172.064 13.0089 internal_count=3128 2641 487 is_linear=0 shrinkage=0.000400217 Tree=4043 num_leaves=4 num_cat=0 split_feature=128 160 2 split_gain=6.39093 6.5827 1.24177 threshold=0.085185000000000025 -0.25833999999999996 0.11753000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041969255164425344 -0.00049895430248795257 4.6250478636172322e-05 2.2879257323582504e-06 leaf_weight=4.8806238895922425 4.3005481899599536 178.94620314679923 0.96350470650941122 leaf_count=254 186 2600 19 internal_value=0 3.36317e-05 -0.000409073 internal_weight=0 183.827 5.26405 internal_count=3059 2854 205 is_linear=0 shrinkage=0.000400217 Tree=4044 num_leaves=3 num_cat=0 split_feature=160 159 split_gain=5.4512 4.93128 threshold=-0.40187499999999993 -0.46979999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042714475680596508 0.00060902066639132379 1.8283744621028154e-06 leaf_weight=4.5957690457289564 2.056090088444761 181.05937227691174 leaf_count=241 30 2828 internal_value=0 9.01416e-06 internal_weight=0 183.115 internal_count=3099 2858 is_linear=0 shrinkage=0.000400217 Tree=4045 num_leaves=4 num_cat=0 split_feature=3 10 11 split_gain=9.31844 5.97238 5.63774 threshold=-0.15490999999999996 -0.088499999999999981 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022477391996484717 0.018545625938718793 -0.0031041363785934291 0.00052097769493479607 leaf_weight=10.63514372194186 5.3861367648933074 154.97164505848195 8.9223786941729468 leaf_count=72 86 2812 139 internal_value=0 -0.00236453 0.0125206 internal_weight=0 160.358 19.5575 internal_count=3109 2898 211 is_linear=0 shrinkage=0.0204111 Tree=4046 num_leaves=4 num_cat=0 split_feature=1 0 453 split_gain=7.07447 11.8328 6.52839 threshold=0.076845000000000011 -0.084074999999999997 0.091855000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035795315025638469 6.5428266185711437e-05 2.6324262733782258e-05 -0.00044389312449019739 leaf_weight=20.941439381087548 124.48927121865563 32.842977431224426 4.0549184866249552 leaf_count=807 1477 794 31 internal_value=0 -0.00012373 4.89894e-05 internal_weight=0 53.7844 128.544 internal_count=3109 1601 1508 is_linear=0 shrinkage=0.000400217 Tree=4047 num_leaves=3 num_cat=0 split_feature=1373 160 split_gain=5.45903 5.52747 threshold=0.099250000000000019 -0.40187499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021439524106253514 -0.026341124264002688 0.0007743834862179226 leaf_weight=4.6834047431766512 3.1814925032667807 173.80868764041224 leaf_count=249 26 2814 internal_value=0 0.000178444 internal_weight=0 178.492 internal_count=3089 3063 is_linear=0 shrinkage=0.0204111 Tree=4048 num_leaves=4 num_cat=0 split_feature=128 160 2 split_gain=6.56099 5.59811 0.675089 threshold=0.085185000000000025 0.091525000000000009 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021151340109492544 -0.025453467839610524 -0.009660245349093665 -0.0056939383186051717 leaf_weight=155.73013600686681 4.3028581914259112 18.743667094502598 0.95169562846422184 leaf_count=2588 191 267 23 internal_value=0 0.000844724 -0.0220681 internal_weight=0 174.474 5.25455 internal_count=3069 2855 214 is_linear=0 shrinkage=0.0204111 Tree=4049 num_leaves=3 num_cat=0 split_feature=1375 1213 split_gain=7.21644 5.96366 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.035864378965574144 -0.015082539564763344 0.001618758202779762 leaf_weight=2.1636760034598401 9.3027899992739531 165.20446016520145 leaf_count=15 484 2611 internal_value=0 0.00071933 internal_weight=0 174.507 internal_count=3110 3095 is_linear=0 shrinkage=0.0204111 Tree=4050 num_leaves=4 num_cat=0 split_feature=1 0 1186 split_gain=10.0726 13.0299 6.93495 threshold=1.0000000180025095e-35 -0.07087499999999998 0.083980000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036983713814107196 2.0712467785122613e-05 3.3007929844592583e-05 0.00047631299953203212 leaf_weight=25.64485889513162 127.11152567004319 25.651678843540139 5.4753400702029458 leaf_count=1262 1493 294 29 internal_value=0 -0.000168755 3.99131e-05 internal_weight=0 51.2965 132.587 internal_count=3078 1556 1522 is_linear=0 shrinkage=0.000400217 Tree=4051 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=5.14974 5.15904 threshold=-0.094679999999999986 -0.10643499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02015816711858958 0.0048093479713073395 -0.0023145695032969807 leaf_weight=5.0190874068066469 71.339254217222333 103.87905929842964 leaf_count=52 544 2466 internal_value=0 0.000587117 internal_weight=0 175.218 internal_count=3062 3010 is_linear=0 shrinkage=0.0204111 Tree=4052 num_leaves=4 num_cat=0 split_feature=130 1373 12 split_gain=7.3041 6.12625 0.540559 threshold=0.085970000000000005 0.09586500000000002 -0.090734999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015342976009881568 -0.0063315497201669024 -0.02763420782390924 -0.024323529421793191 leaf_weight=174.36011357040843 0.91444869129918505 2.940503731253556 5.0465633821440852 leaf_count=2774 18 29 311 internal_value=0 0.00103341 -0.0217311 internal_weight=0 177.301 5.96101 internal_count=3132 2803 329 is_linear=0 shrinkage=0.0204111 Tree=4053 num_leaves=4 num_cat=0 split_feature=42 43 132 split_gain=7.07575 5.66497 1.99878 threshold=-0.094924999999999995 -0.07440999999999999 0.081055000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023362216535635482 0.0051084068709204011 -0.0028901892023062577 -0.00096092866419538782 leaf_weight=7.3146663854422496 54.365678053960437 114.15153657188057 2.1495792611967772 leaf_count=227 1040 1775 32 internal_value=0 -0.000308067 -0.018345 internal_weight=0 168.517 9.46425 internal_count=3074 2815 259 is_linear=0 shrinkage=0.0204111 Tree=4054 num_leaves=3 num_cat=0 split_feature=1373 402 split_gain=5.39654 5.46722 threshold=0.099250000000000019 0.088090000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.3803377411182947e-05 -0.00050691131222907557 -0.00029315467251121388 leaf_weight=173.61131870438112 2.9502063381951293 7.9599684585409696 leaf_count=2763 25 315 internal_value=0 2.88598e-05 internal_weight=0 181.571 internal_count=3103 3078 is_linear=0 shrinkage=0.000400217 Tree=4055 num_leaves=4 num_cat=0 split_feature=403 1213 4 split_gain=5.5176 6.3426 2.71395 threshold=-0.08403999999999999 -1.0000000180025095e-35 0.40780000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018742240718628473 -0.021731921204208374 0.0017023545845213201 0.018701959341969283 leaf_weight=8.2443530279269872 4.8426567329443051 166.92695092104259 0.80307074822485525 leaf_count=493 325 2265 9 internal_value=0 0.00102795 -0.0152306 internal_weight=0 171.77 9.04742 internal_count=3092 2590 502 is_linear=0 shrinkage=0.0204111 Tree=4056 num_leaves=4 num_cat=0 split_feature=15 1374 12 split_gain=8.38605 6.68857 4.30148 threshold=0.098970000000000016 -0.095439999999999983 0.22926500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041441806109331037 -0.00044886734061100683 2.740653120347761e-05 0.00023094675783257951 leaf_weight=5.5624214336276046 9.4244246048619953 167.18369347124826 1.6951344413682807 leaf_count=50 296 2718 14 internal_value=0 1.29206e-05 -0.000343963 internal_weight=0 172.746 11.1196 internal_count=3078 2768 310 is_linear=0 shrinkage=0.000400217 Tree=4057 num_leaves=4 num_cat=0 split_feature=14 132 51 split_gain=5.37257 5.71673 0.860183 threshold=0.073890000000000011 0.08018500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014597705807583279 -0.029784082940793898 0.011632724670107855 -0.01219967293380116 leaf_weight=158.05364207536331 2.0837593340547755 19.14600726403296 3.0627067622262976 leaf_count=2683 31 288 73 internal_value=0 0.00113323 -0.019802 internal_weight=0 177.2 5.14647 internal_count=3075 2971 104 is_linear=0 shrinkage=0.0204111 Tree=4058 num_leaves=4 num_cat=0 split_feature=3 457 39 split_gain=5.38194 4.90352 4.20411 threshold=0.17769000000000004 0.53894500000000012 -0.042029999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.5788620078607128e-05 -0.0048834929563959743 -0.028239849109783836 0.020973186278889579 leaf_weight=169.0315017568937 3.6491900582332155 2.4768049716949454 8.8556476833764446 leaf_count=2969 30 12 122 internal_value=0 -0.000361139 0.0134513 internal_weight=0 171.508 12.5048 internal_count=3133 2981 152 is_linear=0 shrinkage=0.0204111 Tree=4059 num_leaves=4 num_cat=0 split_feature=403 11 1 split_gain=5.96388 5.87571 5.33222 threshold=-1.0000000180025095e-35 0.088315000000000018 0.080270000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044598605374628281 4.5955840480059705e-05 -0.00027486488712615107 2.1454789878264068e-05 leaf_weight=8.3554978487227327 158.66855870484142 9.5915231325197947 7.2422015423653638 leaf_count=541 2248 113 186 internal_value=0 2.74971e-05 -0.000230342 internal_weight=0 168.26 15.5977 internal_count=3088 2361 727 is_linear=0 shrinkage=0.000400217 Tree=4060 num_leaves=4 num_cat=0 split_feature=14 1365 51 split_gain=6.1633 5.67357 0.399017 threshold=0.077685000000000018 1.0000000180025095e-35 -0.042309999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0949048339003465e-05 -0.00060836154531885049 -0.00040906225040400452 -0.00032199858232966083 leaf_weight=180.40433622866112 1.7969969246769322 4.4904153137467793 2.2819463321939102 leaf_count=2933 25 65 73 internal_value=0 2.9779e-05 -0.00046104 internal_weight=0 184.895 4.07894 internal_count=3096 2998 98 is_linear=0 shrinkage=0.000400217 Tree=4061 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=5.0623 5.01366 threshold=-0.40548499999999993 0.13594500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022899792106706361 -0.0011258751628203496 0.012854630623777336 leaf_weight=4.0860839899396515 164.84104655869305 11.315023098140953 leaf_count=108 2794 177 internal_value=0 -0.000220271 internal_weight=0 176.156 internal_count=3079 2971 is_linear=0 shrinkage=0.0204111 Tree=4062 num_leaves=4 num_cat=0 split_feature=49 47 0 split_gain=6.42746 6.38533 5.74269 threshold=0.084715000000000013 0.08593000000000002 0.053965000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029865773930869491 -0.012452152303464541 -0.0091473139875104786 0.020216581184309829 leaf_weight=131.98501427999872 24.413302733271852 20.821042303694412 2.3666886813007286 leaf_count=2250 570 265 17 internal_value=0 0.00132775 -0.00949289 internal_weight=0 152.806 26.78 internal_count=3102 2515 587 is_linear=0 shrinkage=0.0204111 Tree=4063 num_leaves=4 num_cat=0 split_feature=14 42 157 split_gain=6.37712 6.22098 0.1392 threshold=0.078275000000000025 -1.0000000180025095e-35 -0.08107499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00850191745108053 -0.033156641631859503 0.0025245365116707379 -0.02083932489673615 leaf_weight=24.66215724722133 1.3427908731391656 152.6771222827665 2.140078783617354 leaf_count=821 15 2159 79 internal_value=0 0.000986716 -0.026473 internal_weight=0 177.339 3.48287 internal_count=3074 2980 94 is_linear=0 shrinkage=0.0204111 Tree=4064 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=5.98897 10.5763 7.78899 threshold=1.0000000180025095e-35 0.083775000000000002 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011029704603185856 0.0044315802388000614 -0.018993614423804813 -0.0075069433370044585 leaf_weight=34.635025767318439 96.455205719103105 18.420819665130693 29.682633667602204 leaf_count=756 1221 835 308 internal_value=0 -0.00654855 0.00161805 internal_weight=0 53.0558 126.138 internal_count=3120 1591 1529 is_linear=0 shrinkage=0.0204111 Tree=4065 num_leaves=4 num_cat=0 split_feature=482 1212 0 split_gain=5.31731 5.12713 0.0333988 threshold=0.09939000000000002 -1.0000000180025095e-35 -0.11471499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021773581605829147 -0.031443645028052011 0.001589062314256371 -0.020896186002161216 leaf_weight=3.8897637163317986 0.92172747082077 177.83189804296126 2.3262997561250804 leaf_count=241 6 2736 106 internal_value=0 0.00107588 -0.0248374 internal_weight=0 181.722 3.24803 internal_count=3089 2977 112 is_linear=0 shrinkage=0.0204111 Tree=4066 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=6.3774 7.52202 5.96948 threshold=0.10100500000000003 -0.23098999999999997 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033397574885762833 0.00012735468523563558 -0.00010370267035768041 -0.00018529526348081904 leaf_weight=6.587786794640123 59.712930982932448 103.53632940714306 11.591145278885959 leaf_count=40 705 2299 79 internal_value=0 -7.72075e-05 7.63197e-05 internal_weight=0 110.124 71.3041 internal_count=3123 2339 784 is_linear=0 shrinkage=0.000400217 Tree=4067 num_leaves=4 num_cat=0 split_feature=11 457 48 split_gain=5.38197 5.98215 3.95432 threshold=0.088160000000000002 -0.0056599999999999992 0.083305000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0094053403152477306 -0.0039091422113340145 0.0034449265933584098 -0.031982538119548196 leaf_weight=16.610908995149657 6.0016948743723315 155.05291560280602 3.126485915388912 leaf_count=246 85 2722 27 internal_value=0 0.00219616 -0.0137956 internal_weight=0 171.664 9.12818 internal_count=3080 2968 112 is_linear=0 shrinkage=0.0204111 Tree=4068 num_leaves=4 num_cat=0 split_feature=403 1429 15 split_gain=5.58863 5.38025 0.820851 threshold=-0.092224999999999988 -1.0000000180025095e-35 -0.14750499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.7799245574632642e-05 -0.00044536122593399441 2.9739053093275959e-05 -0.00041788450930723038 leaf_weight=0.55704239709302772 3.7923297696106593 172.78017993483809 5.4098144233721532 leaf_count=22 138 2540 347 internal_value=0 1.92593e-05 -0.000371029 internal_weight=0 176.573 5.96686 internal_count=3047 2678 369 is_linear=0 shrinkage=0.000400217 Tree=4069 num_leaves=3 num_cat=0 split_feature=151 156 split_gain=4.65412 4.72197 threshold=-0.29526499999999994 0.11896500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020918751969844624 0.00011776086215165525 -0.025510266066975554 leaf_weight=4.5889379584696135 169.68777048641641 2.9370332270627832 leaf_count=72 2949 93 internal_value=0 -0.000334527 internal_weight=0 172.625 internal_count=3114 3042 is_linear=0 shrinkage=0.0204111 Tree=4070 num_leaves=4 num_cat=0 split_feature=376 457 3 split_gain=5.98194 7.05808 3.32656 threshold=0.048375000000000008 0.082870000000000013 -0.010514999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8424756896200982e-05 0.00039895819204862059 0.00014179270901799564 1.7510787259474313e-05 leaf_weight=137.27592027015635 7.9097267563920468 27.969269662396982 6.7576909777708334 leaf_count=2728 72 208 87 internal_value=0 -4.10802e-05 0.000224679 internal_weight=0 165.245 14.6674 internal_count=3095 2936 159 is_linear=0 shrinkage=0.000400217 Tree=4071 num_leaves=3 num_cat=0 split_feature=2 457 split_gain=5.46382 4.92481 threshold=-0.58149499999999998 -0.14941999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0023024651004920327 0.00035136929240558659 -7.8455315447763664e-06 leaf_weight=0.05260977614670892 6.2201051374431691 176.80944255286886 leaf_count=3 42 3058 internal_value=0 4.56944e-06 internal_weight=0 183.03 internal_count=3103 3100 is_linear=0 shrinkage=0.000400217 Tree=4072 num_leaves=4 num_cat=0 split_feature=1 42 4 split_gain=6.62951 9.94883 7.0918 threshold=0.085880000000000026 0.091840000000000019 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3167940937047667e-05 -0.00027490719291391598 -0.00049439354769925171 8.2505959513395953e-05 leaf_weight=56.88696269322827 9.5802790201269072 8.9686406500695721 107.97342233499512 leaf_count=1408 144 318 1208 internal_value=0 -0.000105354 5.3144e-05 internal_weight=0 65.8556 117.554 internal_count=3078 1726 1352 is_linear=0 shrinkage=0.000400217 Tree=4073 num_leaves=4 num_cat=0 split_feature=15 50 158 split_gain=5.93308 6.44547 5.09884 threshold=-0.24269999999999997 0.11377500000000002 0.084965000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018638416917856768 -0.00051187637627582861 -0.019316189825004812 -0.014358955625163894 leaf_weight=11.339990463107823 154.1122127159615 2.1317570349201551 11.825656377768608 leaf_count=228 2614 19 273 internal_value=0 0.0125228 -0.00150771 internal_weight=0 13.4717 165.938 internal_count=3134 247 2887 is_linear=0 shrinkage=0.0204111 Tree=4074 num_leaves=4 num_cat=0 split_feature=14 3 16 split_gain=4.82174 6.0871 1.02746 threshold=0.073890000000000011 -0.10075499999999998 -0.15595499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001547709631034687 -0.00015367963596096693 -1.9305359530100538e-05 -0.00053574481391277268 leaf_weight=41.96837388467975 2.0579060572199523 136.61261260487663 2.7572906125569707 leaf_count=365 36 2591 65 internal_value=0 2.16757e-05 -0.000379662 internal_weight=0 178.581 4.8152 internal_count=3057 2956 101 is_linear=0 shrinkage=0.000400217 Tree=4075 num_leaves=3 num_cat=0 split_feature=2 376 split_gain=5.64456 6.06614 threshold=0.15412000000000003 0.048375000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0018140683188507096 0.020059626903523184 0.01234922898312694 leaf_weight=156.65716504999727 5.5385438110679379 13.58767039934173 leaf_count=2820 106 156 internal_value=0 -0.000676286 internal_weight=0 170.245 internal_count=3082 2976 is_linear=0 shrinkage=0.0204111 Tree=4076 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=5.4465 9.83334 5.18907 threshold=-0.097724999999999992 -0.077814999999999981 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0095338972648520929 -0.01423233106312439 -0.00015115444920590164 -0.0054303391494817353 leaf_weight=32.97316256922204 25.705875501735136 103.4572652267816 13.546525785000993 leaf_count=293 1338 1273 175 internal_value=0 -0.00296347 0.00517374 internal_weight=0 129.163 46.5197 internal_count=3079 2611 468 is_linear=0 shrinkage=0.0204111 Tree=4077 num_leaves=4 num_cat=0 split_feature=1 454 151 split_gain=5.22683 7.32183 4.40036 threshold=0.10384000000000002 1.0000000180025095e-35 -0.24431999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0048794450356521449 -0.018069728271078347 0.018903674364726977 0.005241103276448068 leaf_weight=102.42586500821926 3.477798211388289 5.5831104572862378 56.797249285969883 leaf_count=2309 28 25 674 internal_value=0 -0.00363176 0.00386509 internal_weight=0 108.009 60.275 internal_count=3036 2334 702 is_linear=0 shrinkage=0.0204111 Tree=4078 num_leaves=4 num_cat=0 split_feature=16 43 1446 split_gain=5.42421 8.74427 7.2305 threshold=0.14676000000000003 -0.52334499999999984 0.083530000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5751204432798694e-05 0.00056613697032895907 -0.00020160798919848638 -0.00045208953605424464 leaf_weight=144.016369653109 2.4740779162384561 29.751351182465442 4.5237933016032903 leaf_count=2347 11 496 225 internal_value=0 -0.000140909 3.9956e-05 internal_weight=0 32.2254 148.54 internal_count=3079 507 2572 is_linear=0 shrinkage=0.000400217 Tree=4079 num_leaves=4 num_cat=0 split_feature=15 13 49 split_gain=5.46361 5.66301 5.04502 threshold=0.084580000000000016 0.14307000000000003 -0.085014999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010049144694706438 -0.016243055774670775 0.0089606610150306538 0.0021665197462009977 leaf_weight=15.545183995971454 15.52846850603237 4.7906663706526151 140.24062826059526 leaf_count=146 920 77 1940 internal_value=0 -0.0102842 0.00094123 internal_weight=0 20.3191 155.786 internal_count=3083 997 2086 is_linear=0 shrinkage=0.0204111 Tree=4080 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=5.12052 6.2081 threshold=0.091855000000000006 0.0064450000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.2714147723322228e-05 -0.00042055210424945708 0.00011789972911893755 leaf_weight=108.97771018970525 4.0611653598025432 73.1799827349314 leaf_count=2222 35 858 internal_value=0 2.78287e-05 internal_weight=0 182.158 internal_count=3115 3080 is_linear=0 shrinkage=0.000400217 Tree=4081 num_leaves=4 num_cat=0 split_feature=15 39 133 split_gain=7.527 5.77333 5.0122 threshold=0.098970000000000016 0.088655000000000012 -0.39935999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024631577260456148 -0.021622840546464829 0.015730439855146567 0.00057407909691735101 leaf_weight=3.243126189307076 11.130278807395369 1.9524396173655976 161.2058563879109 leaf_count=163 307 20 2633 internal_value=0 -0.0159621 6.05729e-05 internal_weight=0 13.0827 164.449 internal_count=3123 327 2796 is_linear=0 shrinkage=0.0204111 Tree=4082 num_leaves=4 num_cat=0 split_feature=457 4 1374 split_gain=5.88464 5.74697 5.07434 threshold=0.069705000000000003 0.51074000000000008 -0.095439999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5434976150439268e-05 -0.00017673244032917926 0.00038502638552725087 0.00023980765480985643 leaf_weight=149.73491224719328 5.5963523676618925 5.2826672033406785 26.571941239759326 leaf_count=2710 44 144 219 internal_value=0 -2.0839e-05 0.00016698 internal_weight=0 155.018 32.1683 internal_count=3117 2854 263 is_linear=0 shrinkage=0.000400217 Tree=4083 num_leaves=4 num_cat=0 split_feature=0 1 3 split_gain=6.80738 13.648 10.2601 threshold=-0.075534999999999977 1.0000000180025095e-35 0.082205000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016718363693381779 0.0086968162434100799 0.00045718619104706331 -0.010965200082208762 leaf_weight=24.988334423018387 54.290238301502541 83.017081398284063 13.775350113632156 leaf_count=1238 804 894 147 internal_value=0 -0.00352978 0.00470608 internal_weight=0 108.005 68.0656 internal_count=3083 2132 951 is_linear=0 shrinkage=0.0204111 Tree=4084 num_leaves=4 num_cat=0 split_feature=3 48 16 split_gain=6.5888 5.71268 3.24768 threshold=0.17769000000000004 0.11928500000000002 -0.24404999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4218034191117161e-06 0.00059018918194139128 -0.00027962481278088553 0.00014674985341809376 leaf_weight=158.20257273736934 3.685387897770851 12.292218670481814 9.1035689744167012 leaf_count=2852 61 107 93 internal_value=0 -1.80832e-05 0.000278549 internal_weight=0 170.495 12.789 internal_count=3113 2959 154 is_linear=0 shrinkage=0.000400217 Tree=4085 num_leaves=4 num_cat=0 split_feature=2 130 1 split_gain=5.15814 5.99979 1.0002 threshold=0.14744000000000002 1.0000000180025095e-35 0.08869500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.5778618664137959e-06 8.0755233341070311e-05 -0.00038699577204147204 0.00038849482093673593 leaf_weight=166.5733913317672 2.3819490510504675 6.2644861513981587 6.3781228244770318 leaf_count=2554 27 399 109 internal_value=0 -6.00091e-06 0.000306893 internal_weight=0 172.838 8.76007 internal_count=3089 2953 136 is_linear=0 shrinkage=0.000400217 Tree=4086 num_leaves=4 num_cat=0 split_feature=15 12 2 split_gain=6.88128 6.29106 5.48349 threshold=0.079530000000000017 0.091535000000000019 -0.58149499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0022542989546153421 -0.0003984900798769895 4.3833266579002982e-06 3.6644250847818344e-05 leaf_weight=0.055585268884896233 12.036202525210685 12.69259453268023 155.54457741079386 leaf_count=3 689 450 1919 internal_value=0 -0.000192619 3.42054e-05 internal_weight=0 24.7288 155.6 internal_count=3061 1139 1922 is_linear=0 shrinkage=0.000400217 Tree=4087 num_leaves=4 num_cat=0 split_feature=14 157 16 split_gain=5.14545 4.78404 0.600979 threshold=0.077685000000000018 -0.076494999999999994 -0.15595499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.008640727251078853 -0.010789229392497771 -0.0011536894700514325 -0.027535296534376804 leaf_weight=23.98565071466146 1.6010444993153212 150.63608641670726 2.8043123336974523 leaf_count=363 31 2622 67 internal_value=0 0.000196324 -0.0218675 internal_weight=0 174.622 4.40536 internal_count=3083 2985 98 is_linear=0 shrinkage=0.0204111 Tree=4088 num_leaves=3 num_cat=0 split_feature=2 155 split_gain=5.61412 5.08281 threshold=-0.58149499999999998 0.098655000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.12035475372402042 0.00068233324614665181 -0.022789961013709888 leaf_weight=0.049195449799298241 175.27861001854762 3.8176366801490067 leaf_count=3 2942 160 internal_value=0 0.000168069 internal_weight=0 179.096 internal_count=3105 3102 is_linear=0 shrinkage=0.0204111 Tree=4089 num_leaves=4 num_cat=0 split_feature=128 376 2 split_gain=6.7087 5.43251 0.61901 threshold=0.085185000000000025 1.0000000180025095e-35 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025574714470317833 -0.024704827339551514 0.012348396161042429 -0.0065195901023192481 leaf_weight=160.06738965038676 4.6001962630252811 15.525902171619235 1.0521699003875253 leaf_count=2720 190 165 28 internal_value=0 0.000865866 -0.0215121 internal_weight=0 175.593 5.65237 internal_count=3103 2885 218 is_linear=0 shrinkage=0.0204111 Tree=4090 num_leaves=4 num_cat=0 split_feature=403 1375 1 split_gain=6.40474 6.0113 5.27524 threshold=-1.0000000180025095e-35 -0.43271999999999994 0.080270000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022812112421150416 -0.02607905512179505 0.0026618468169890188 0.0018809549972767146 leaf_weight=8.0878068806341599 2.9778703765477976 163.04596415103879 6.4029520226176819 leaf_count=540 19 2336 187 internal_value=0 0.00212911 -0.0119704 internal_weight=0 166.024 14.4908 internal_count=3082 2355 727 is_linear=0 shrinkage=0.0204111 Tree=4091 num_leaves=4 num_cat=0 split_feature=42 42 1 split_gain=5.38753 7.60114 7.4679 threshold=0.10146500000000001 0.09832500000000001 0.12220000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3927801007907039e-05 -0.00040437061418011061 0.00055736702469559617 0.00023631877409319046 leaf_weight=163.72483769450628 10.371585155138744 4.1173281399533144 3.9507391862571231 leaf_count=2673 300 47 68 internal_value=0 2.76216e-05 -0.000227178 internal_weight=0 167.842 14.3223 internal_count=3088 2720 368 is_linear=0 shrinkage=0.000400217 Tree=4092 num_leaves=3 num_cat=0 split_feature=453 454 split_gain=5.71744 5.57297 threshold=0.096095000000000014 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00012554359546156362 -0.026675880382529615 0.019111213572219513 leaf_weight=171.18640619581856 3.1534612104296675 6.4008374251425257 leaf_count=3024 28 32 internal_value=0 0.000579418 internal_weight=0 177.587 internal_count=3084 3056 is_linear=0 shrinkage=0.0204111 Tree=4093 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=6.59688 14.8852 11.4916 threshold=-0.11471499999999998 -0.075944999999999985 0.077065000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017124885510689511 -0.0002467143505655379 4.7955441470655542e-05 -0.00021501830934207236 leaf_weight=56.291225009132177 45.03404511406552 70.011071669490775 15.687575558200477 leaf_count=407 1636 994 109 internal_value=0 -6.75198e-05 8.68598e-05 internal_weight=0 115.045 71.9788 internal_count=3146 2630 516 is_linear=0 shrinkage=0.000400217 Tree=4094 num_leaves=4 num_cat=0 split_feature=2 159 2 split_gain=7.66583 6.19392 4.7612 threshold=0.099300000000000013 0.091005000000000016 0.10387 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7918036936474626e-05 0.00030404789823624184 -0.00039673785445951137 1.5330898314756959e-05 leaf_weight=95.983254469218082 10.653998376859816 10.768501246115191 60.999092433863552 leaf_count=1963 113 228 780 internal_value=0 -0.000110461 5.86672e-05 internal_weight=0 106.752 71.6531 internal_count=3084 2191 893 is_linear=0 shrinkage=0.000400217 Tree=4095 num_leaves=4 num_cat=0 split_feature=51 15 50 split_gain=7.71164 8.55615 3.19477 threshold=-0.10998999999999999 0.084050000000000014 0.081065000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035673094515158713 5.1132332878686913e-05 -0.00023183967011313072 0.00019382983966761185 leaf_weight=12.654898149718063 146.83055021535256 19.260221971140709 1.8730691387318064 leaf_count=277 1763 1040 37 internal_value=0 1.81842e-05 -0.000284808 internal_weight=0 166.091 14.528 internal_count=3117 2803 314 is_linear=0 shrinkage=0.000400217 Tree=4096 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=5.61871 8.74798 5.58721 threshold=0.094655000000000017 -0.23211999999999997 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046825505416177651 0.00015338023808958437 -8.2152814062704042e-05 -6.7105047377658805e-05 leaf_weight=4.7471856749616554 58.078149823588319 96.451982467100606 26.850176744046621 leaf_count=31 678 2103 257 internal_value=0 -5.58446e-05 8.3677e-05 internal_weight=0 101.199 84.9283 internal_count=3069 2134 935 is_linear=0 shrinkage=0.000400217 Tree=4097 num_leaves=4 num_cat=0 split_feature=156 158 475 split_gain=4.68049 4.81403 0.53288 threshold=0.11896500000000002 0.084965000000000027 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001511635032198865 -0.015628165503972787 -0.010991782071288494 -0.035974692002991603 leaf_weight=162.43472750483488 1.4024690431542697 13.816252770775462 1.2446467641275365 leaf_count=2650 58 330 40 internal_value=0 0.00052514 -0.0262666 internal_weight=0 176.251 2.64712 internal_count=3078 2980 98 is_linear=0 shrinkage=0.0204111 Tree=4098 num_leaves=4 num_cat=0 split_feature=42 15 2 split_gain=5.43925 6.58465 2.37311 threshold=-0.108275 0.10347000000000002 0.13053000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042804808839682875 3.642807244049937e-05 -0.00029004356108147282 0.00010564454564012581 leaf_weight=6.3325020783522623 167.32771115434298 10.405331880698212 1.6341803986579178 leaf_count=167 2670 280 17 internal_value=0 1.71443e-05 -0.000318626 internal_weight=0 177.733 7.96668 internal_count=3134 2950 184 is_linear=0 shrinkage=0.000400217 Tree=4099 num_leaves=4 num_cat=0 split_feature=12 16 0 split_gain=5.26374 7.57457 5.21603 threshold=0.084045000000000022 0.15100500000000003 -0.06951499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.6629478822773356e-05 -0.00018984335068707885 -0.00022407850440501331 2.8327746255167177e-05 leaf_weight=89.188715812284499 46.396757555921795 15.679187736590391 28.150383606669493 leaf_count=869 1649 147 419 internal_value=0 3.14785e-05 -0.000107539 internal_weight=0 104.868 74.5471 internal_count=3084 1016 2068 is_linear=0 shrinkage=0.000400217 Tree=4100 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=5.99032 6.00637 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00062368636281788352 -0.00016109717785165373 4.4681103253531465e-05 leaf_weight=2.2732647736556819 26.485697522584815 155.74766440532403 leaf_count=16 841 2237 internal_value=0 1.46928e-05 internal_weight=0 182.233 internal_count=3094 3078 is_linear=0 shrinkage=0.000400217 Tree=4101 num_leaves=4 num_cat=0 split_feature=150 484 51 split_gain=5.86603 7.99183 6.06186 threshold=0.082085000000000019 -1.0000000180025095e-35 -0.078689999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017825809033030035 -0.010297835065492382 0.00057583747109102171 0.010687758392301613 leaf_weight=10.554326583544023 6.6355322237359351 125.71577154521947 38.74491200898774 leaf_count=459 92 2246 314 internal_value=0 -0.000862863 0.00760145 internal_weight=0 136.27 45.3804 internal_count=3111 2705 406 is_linear=0 shrinkage=0.0204111 Tree=4102 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=4.99234 7.46225 threshold=1.0000000180025095e-35 0.17769000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00027991657574418606 -0.017996958499505646 0.017568001653342491 leaf_weight=161.08096186933108 5.98303273692727 10.276746067451311 leaf_count=2907 59 134 internal_value=0 0.00080124 internal_weight=0 171.358 internal_count=3100 3041 is_linear=0 shrinkage=0.0204111 Tree=4103 num_leaves=3 num_cat=0 split_feature=52 160 split_gain=5.44172 5.63119 threshold=-0.51586999999999994 -0.40187499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041391093480089178 -0.00041705839776789045 3.097441672940003e-05 leaf_weight=4.6611768697039215 4.503037159331142 170.67342975751671 leaf_count=222 246 2620 internal_value=0 1.91984e-05 internal_weight=0 175.176 internal_count=3088 2866 is_linear=0 shrinkage=0.000400217 Tree=4104 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=7.43895 13.9195 6.92631 threshold=0.077800000000000022 -0.083574999999999997 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019239820887880968 -0.012129833336647076 0.0020299649743738125 0.0042158404279567232 leaf_weight=21.185541056518559 11.831649907166137 32.148718358861515 113.01652570499573 leaf_count=845 183 746 1323 internal_value=0 -0.00644147 0.00265731 internal_weight=0 53.3343 124.848 internal_count=3097 1591 1506 is_linear=0 shrinkage=0.0204111 Tree=4105 num_leaves=4 num_cat=0 split_feature=1456 453 12 split_gain=5.91092 5.16753 1.27223 threshold=1.0000000180025095e-35 0.096095000000000014 -0.05670999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018095881286344612 0.0055150811037011421 -0.022790052567181678 -0.024285010732307228 leaf_weight=169.55130181432469 0.64191786944866169 3.5221567889675489 4.5569075534003778 leaf_count=2799 6 30 261 internal_value=0 0.00129456 -0.0205668 internal_weight=0 173.073 5.19883 internal_count=3096 2829 267 is_linear=0 shrinkage=0.0204111 Tree=4106 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=4.78253 6.06691 threshold=-0.51586999999999994 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021102173815749779 0.0050709840247545896 -0.0029185900570164818 leaf_weight=4.4716173557681023 62.601223960751668 107.30635012513085 leaf_count=221 732 2138 internal_value=0 2.6512e-05 internal_weight=0 169.908 internal_count=3091 2870 is_linear=0 shrinkage=0.0204111 Tree=4107 num_leaves=4 num_cat=0 split_feature=403 482 15 split_gain=5.31288 5.28455 2.30588 threshold=-0.08403999999999999 0.099580000000000016 -0.17159499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016721073566729382 0.002222112607729477 -0.02411492958146955 -0.018083626549883026 leaf_weight=0.79457528796046961 169.93694919344853 3.1229031146503976 7.7356030059163441 leaf_count=19 2519 108 475 internal_value=0 0.00173157 -0.014667 internal_weight=0 173.06 8.53018 internal_count=3121 2627 494 is_linear=0 shrinkage=0.0204111 Tree=4108 num_leaves=4 num_cat=0 split_feature=13 15 13 split_gain=5.3875 7.95993 6.49774 threshold=0.077550000000000022 0.084580000000000016 0.25792000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7061988648751847e-06 0.00024994709691313863 -0.00030668400487145263 -0.00018795083431702824 leaf_weight=133.97819835931296 23.115189583477335 15.615206851871333 6.9923791156616053 leaf_count=1823 271 923 90 internal_value=0 -3.73294e-05 0.000147927 internal_weight=0 149.593 30.1076 internal_count=3107 2746 361 is_linear=0 shrinkage=0.000400217 Tree=4109 num_leaves=4 num_cat=0 split_feature=42 43 132 split_gain=5.3303 7.17347 5.13941 threshold=-1.0000000180025095e-35 -0.19537999999999997 0.081055000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025571644467484709 0.00037366682368716213 1.7179289128123257e-05 0.00014618803110101668 leaf_weight=19.931267585838217 9.5383176482282561 143.51854525515228 6.7514753399882457 leaf_count=697 79 2166 145 internal_value=0 3.96521e-05 -0.000153838 internal_weight=0 153.057 26.6827 internal_count=3087 2245 842 is_linear=0 shrinkage=0.000400217 Tree=4110 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=5.71797 9.44989 9.4145 threshold=1.0000000180025095e-35 -0.17966999999999997 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019775038867048993 -0.00031204268026003543 6.4748289479091045e-05 0.00025660493152342747 leaf_weight=45.028741692731273 11.606675963150336 118.16300665785093 8.6148163080215436 leaf_count=1557 185 1336 27 internal_value=0 3.08079e-05 -0.000124401 internal_weight=0 129.77 53.6436 internal_count=3105 1521 1584 is_linear=0 shrinkage=0.000400217 Tree=4111 num_leaves=4 num_cat=0 split_feature=43 42 15 split_gain=6.03507 5.64779 0.459797 threshold=0.25537500000000007 -0.108275 -0.20388499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01698200441962151 -0.0074223323032876678 0.0016147550745490833 -0.026188537435178807 leaf_weight=6.9836507783620609 0.76662184705492098 165.32033415719343 3.5961805812548837 leaf_count=183 24 2732 152 internal_value=0 0.000850471 -0.0231592 internal_weight=0 172.304 4.3628 internal_count=3091 2915 176 is_linear=0 shrinkage=0.0204111 Tree=4112 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=5.37394 6.2892 5.56116 threshold=-0.0048899999999999994 -0.24269999999999997 0.10117000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035447922663819236 0.00031259438156384955 2.2083053298327493e-06 0.00029685666366205605 leaf_weight=11.322030207287751 11.089453609893097 157.24061354630976 2.4818800380453458 leaf_count=461 230 2381 15 internal_value=0 2.28505e-05 -0.000235926 internal_weight=0 168.33 13.8039 internal_count=3087 2611 476 is_linear=0 shrinkage=0.000400217 Tree=4113 num_leaves=4 num_cat=0 split_feature=39 49 133 split_gain=5.15107 8.74863 3.84851 threshold=0.0047850000000000011 -0.088014999999999996 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016465052792099748 0.0024704933880076428 -0.00021591297611046098 0.018247884364951204 leaf_weight=15.319181424449196 21.111708177777476 130.95995759204379 9.1848564003594202 leaf_count=151 229 2581 147 internal_value=0 -0.00192891 0.00730322 internal_weight=0 146.279 30.2966 internal_count=3108 2732 376 is_linear=0 shrinkage=0.0204111 Tree=4114 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=5.51866 6.40799 3.90106 threshold=-0.0048899999999999994 -0.15490999999999996 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017349291655053098 0.013761627020157964 0.000168137616977389 0.01212161560318511 leaf_weight=10.713820232544093 15.920171021833083 146.19614971341798 2.1786597929894915 leaf_count=470 170 2415 17 internal_value=0 0.00151162 -0.0123076 internal_weight=0 162.116 12.8925 internal_count=3072 2585 487 is_linear=0 shrinkage=0.0204111 Tree=4115 num_leaves=4 num_cat=0 split_feature=456 4 150 split_gain=5.55754 5.63412 3.22646 threshold=0.084065000000000015 -0.49977499999999991 0.088135000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014090019178315984 -0.022690333732133382 0.0025252540105220487 0.0027898527298973936 leaf_weight=8.8650091458111984 6.2750119435368088 161.12944730192248 3.0301266314927489 leaf_count=129 139 2738 54 internal_value=0 0.00165008 -0.0144584 internal_weight=0 169.994 9.30514 internal_count=3060 2867 193 is_linear=0 shrinkage=0.0204111 Tree=4116 num_leaves=3 num_cat=0 split_feature=9 1444 split_gain=5.80245 5.30185 threshold=-0.016839999999999997 -0.084559999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022941869578243596 0.032655582539255448 -0.00068815882527704572 leaf_weight=4.4831914650276294 1.8982191388495255 169.94896528155368 leaf_count=98 24 2995 internal_value=0 -0.000298822 internal_weight=0 171.847 internal_count=3117 3019 is_linear=0 shrinkage=0.0204111 Tree=4117 num_leaves=4 num_cat=0 split_feature=1456 1365 49 split_gain=5.78489 5.46835 1.22772 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.056454999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029658684109978794 0.0025438615946691313 -0.022094026950697673 -0.021719567536535731 leaf_weight=0.96602523757610459 169.65960600429389 3.7266743425279847 5.2358733098953953 leaf_count=11 2741 57 279 internal_value=0 0.00200039 -0.0178901 internal_weight=0 173.386 6.2019 internal_count=3088 2798 290 is_linear=0 shrinkage=0.0204111 Tree=4118 num_leaves=4 num_cat=0 split_feature=16 1348 16 split_gain=7.48071 6.22384 2.85079 threshold=0.41656500000000002 0.084620000000000015 0.68477500000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7159047927902964e-06 -0.00048122157817040223 0.00035786418812157236 0.00015433442452684912 leaf_weight=164.89400481921621 6.5196050356025799 8.3392196658533049 1.3068550392054019 leaf_count=2795 202 63 24 internal_value=0 2.28881e-05 -0.000374417 internal_weight=0 173.233 7.82646 internal_count=3084 2858 226 is_linear=0 shrinkage=0.000400217 Tree=4119 num_leaves=3 num_cat=0 split_feature=160 403 split_gain=5.9796 5.1662 threshold=-0.40187499999999993 0.08888500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022622926390765533 0.0019427184922726503 -0.017137295624837668 leaf_weight=4.3652997568715355 167.02953484542377 6.0175235667556981 leaf_count=240 2612 238 internal_value=0 0.00126858 internal_weight=0 173.047 internal_count=3090 2850 is_linear=0 shrinkage=0.0204111 Tree=4120 num_leaves=4 num_cat=0 split_feature=376 1373 42 split_gain=5.92991 5.21873 3.57448 threshold=0.048375000000000008 -1.0000000180025095e-35 -0.090249999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058299449634792281 -0.00018644161931715219 -4.4220381636866112e-05 0.00031885246445802695 leaf_weight=2.8194792447611681 2.7255798168480387 166.5594517296704 11.068061218364162 leaf_count=23 14 2872 152 internal_value=0 -5.3568e-05 0.000218311 internal_weight=0 169.379 13.7936 internal_count=3061 2895 166 is_linear=0 shrinkage=0.000400217 Tree=4121 num_leaves=4 num_cat=0 split_feature=160 14 15 split_gain=5.65332 5.54301 0.100177 threshold=-0.40187499999999993 0.077685000000000018 -0.097469999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010475042767705738 0.0019690481426351322 -0.022384001783883035 -0.022783323846343472 leaf_weight=0.60288820904679585 174.43568357132608 3.8710602944483972 3.9095130957139181 leaf_count=26 2811 83 227 internal_value=0 0.00142663 -0.0214323 internal_weight=0 178.307 4.5124 internal_count=3147 2894 253 is_linear=0 shrinkage=0.0204111 Tree=4122 num_leaves=3 num_cat=0 split_feature=52 2 split_gain=6.04794 6.15303 threshold=-0.42985499999999993 0.097925000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041435938264446006 -5.640963361196744e-05 9.453388863427879e-05 leaf_weight=5.5406930705648838 104.29351946062525 73.744705989811337 leaf_count=286 2045 792 internal_value=0 6.13237e-06 internal_weight=0 178.038 internal_count=3123 2837 is_linear=0 shrinkage=0.000400217 Tree=4123 num_leaves=4 num_cat=0 split_feature=13 13 15 split_gain=5.71938 5.69508 5.44058 threshold=-0.17030499999999998 -0.5318799999999998 0.084580000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019420375812541352 8.6925288094078625e-06 0.00031665173298914674 -0.00020666971810089348 leaf_weight=4.3954913089983192 140.46298862239928 15.817953782388939 21.576749472616939 leaf_count=41 1920 141 1000 internal_value=0 0.000205106 -2.01074e-05 internal_weight=0 20.2134 162.04 internal_count=3102 182 2920 is_linear=0 shrinkage=0.000400217 Tree=4124 num_leaves=4 num_cat=0 split_feature=1429 2 484 split_gain=5.99705 6.52505 0.308445 threshold=-1.0000000180025095e-35 -0.58149499999999998 0.089765000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038700279174713791 -0.0026449469669058024 3.1105582842326466e-05 -0.00070220494598568432 leaf_weight=2.5011467779404479 0.034108811058103039 178.48265002825065 0.9679391590761951 leaf_count=128 2 2951 19 internal_value=0 2.89367e-05 -0.000494156 internal_weight=0 178.517 3.46909 internal_count=3100 2953 147 is_linear=0 shrinkage=0.000400217 Tree=4125 num_leaves=4 num_cat=0 split_feature=15 4 48 split_gain=5.53768 7.69985 6.00322 threshold=0.084580000000000016 0.17888000000000001 0.11928500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0027557379583992795 -0.015344415174289581 0.014845521249130106 -0.012809436458816102 leaf_weight=144.66767845686991 17.446772033843448 4.3065813556313506 11.005121718626468 leaf_count=1984 982 22 103 internal_value=0 -0.0093222 0.00164696 internal_weight=0 21.7534 155.673 internal_count=3091 1004 2087 is_linear=0 shrinkage=0.0204111 Tree=4126 num_leaves=4 num_cat=0 split_feature=42 1 483 split_gain=6.61833 8.20336 6.92196 threshold=0.10146500000000001 0.12220000000000002 0.096950000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021676105948987895 -0.023420946730842374 0.011575149154382991 -0.022168686462046869 leaf_weight=159.96722054030397 9.5967717323219386 3.83633575355634 4.9103343765891614 leaf_count=2568 305 60 143 internal_value=0 -0.0134134 0.00142828 internal_weight=0 13.4331 164.878 internal_count=3076 365 2711 is_linear=0 shrinkage=0.0204111 Tree=4127 num_leaves=4 num_cat=0 split_feature=1213 51 4 split_gain=7.68738 5.02566 2.21786 threshold=-1.0000000180025095e-35 -0.40548499999999993 -0.15764999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016152720407667364 -0.022367203021333819 0.0024864872740647617 -0.021853293767214278 leaf_weight=0.62166554946452368 3.3459240308147846 173.30016863622586 7.1329867583990554 leaf_count=4 109 2531 461 internal_value=0 0.00200185 -0.0186199 internal_weight=0 176.646 7.75465 internal_count=3105 2640 465 is_linear=0 shrinkage=0.0204111 Tree=4128 num_leaves=4 num_cat=0 split_feature=1456 33 13 split_gain=5.68287 4.98538 0.0977436 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15462999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0081946862017680741 -0.021581683387298076 0.00088545525154976642 -0.021760940216643349 leaf_weight=0.42030636314302672 4.1058306237682691 168.21696015330963 4.8933046044257926 leaf_count=9 42 2767 271 internal_value=0 0.000336478 -0.0208791 internal_weight=0 172.323 5.31361 internal_count=3089 2809 280 is_linear=0 shrinkage=0.0204111 Tree=4129 num_leaves=3 num_cat=0 split_feature=482 4 split_gain=4.69825 4.44313 threshold=0.10022500000000002 0.51074000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.6441327855156657e-05 -0.024751731254213753 0.019521785567657605 leaf_weight=169.29059427620086 2.9882491681491947 4.9079603226855388 leaf_count=2812 103 139 internal_value=0 0.000597619 internal_weight=0 174.199 internal_count=3054 2951 is_linear=0 shrinkage=0.0204111 Tree=4130 num_leaves=3 num_cat=0 split_feature=33 158 split_gain=5.19317 5.17359 threshold=-1.0000000180025095e-35 0.10858500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042884297270815683 9.9195777613921542e-06 -0.00041567982533656565 leaf_weight=4.5502201765775672 177.15299700669129 4.5841402401565565 leaf_count=42 2879 153 internal_value=0 -1.06508e-06 internal_weight=0 181.737 internal_count=3074 3032 is_linear=0 shrinkage=0.000400217 Tree=4131 num_leaves=4 num_cat=0 split_feature=0 48 16 split_gain=6.48607 12.2966 7.00636 threshold=-0.10726999999999999 0.12675000000000003 -0.15109499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0064539583604366173 0.0078072839435616897 -0.02313833437102264 -0.0065500374523069348 leaf_weight=66.99076942296233 16.967723330482841 6.2990998929599291 83.052341897651786 leaf_count=520 225 41 2248 internal_value=0 0.00387915 -0.00410841 internal_weight=0 73.2899 100.02 internal_count=3034 561 2473 is_linear=0 shrinkage=0.0204111 Tree=4132 num_leaves=4 num_cat=0 split_feature=2 150 1 split_gain=5.35616 7.5275 7.28246 threshold=0.092120000000000021 0.083435000000000023 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014845852573552289 0.00011588087030971684 0.014442998645116726 -0.0006330982191599658 leaf_weight=19.23024758612155 67.56571562436875 19.630775438970886 67.253830430912785 leaf_count=924 1024 179 934 internal_value=0 0.00335577 -0.0038085 internal_weight=0 87.1965 86.4841 internal_count=3061 1203 1858 is_linear=0 shrinkage=0.0204111 Tree=4133 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=4.80051 5.99204 threshold=-0.40941499999999992 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020412762647414633 0.0002377534721694272 0.011070451016932867 leaf_weight=4.0510237328708163 150.9449833035178 24.652269807411358 leaf_count=71 2679 335 internal_value=0 0.00176465 internal_weight=0 175.597 internal_count=3085 3014 is_linear=0 shrinkage=0.0204111 Tree=4134 num_leaves=3 num_cat=0 split_feature=1375 484 split_gain=6.18931 5.79867 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.032819296354657558 -0.012113363237059298 0.0015117719272848803 leaf_weight=2.2546602135989806 14.044946515539776 160.95838732540142 leaf_count=16 513 2569 internal_value=0 0.000411236 internal_weight=0 175.003 internal_count=3098 3082 is_linear=0 shrinkage=0.0204111 Tree=4135 num_leaves=3 num_cat=0 split_feature=1373 156 split_gain=5.11948 5.13314 threshold=0.099250000000000019 0.11896500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00091156343096064553 -0.026373628644368322 -0.025539857471514032 leaf_weight=176.02415711601498 2.9015696255955836 2.9984919002745292 leaf_count=2987 23 92 internal_value=0 0.000452836 internal_weight=0 179.023 internal_count=3102 3079 is_linear=0 shrinkage=0.0204111 Tree=4136 num_leaves=4 num_cat=0 split_feature=52 1456 3 split_gain=8.23347 6.36671 3.27666 threshold=-0.24600999999999998 -1.0000000180025095e-35 -0.24213499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035217818865074192 -0.00036807482091600962 3.723443357120375e-05 -0.00038521030563666407 leaf_weight=0.97173522738739748 6.3431579121679524 162.09181566149346 10.871271263400557 leaf_count=9 265 2482 328 internal_value=0 2.17364e-05 -0.000321975 internal_weight=0 168.435 11.843 internal_count=3084 2747 337 is_linear=0 shrinkage=0.000400217 Tree=4137 num_leaves=4 num_cat=0 split_feature=484 1373 150 split_gain=5.1359 6.01751 2.91636 threshold=-0.083139999999999992 0.099250000000000019 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024275751619623046 0.0019340928921928017 -0.025967333226233878 0.01311968252514437 leaf_weight=4.8655832318763705 166.42034774119384 3.1721238079480818 0.9777306281030177 leaf_count=261 2783 27 11 internal_value=0 0.00139543 -0.0178895 internal_weight=0 169.592 5.84331 internal_count=3082 2810 272 is_linear=0 shrinkage=0.0204111 Tree=4138 num_leaves=4 num_cat=0 split_feature=403 1373 15 split_gain=5.76898 5.29062 1.58293 threshold=-0.088654999999999984 0.099250000000000019 -0.17159499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013396326509777038 0.001027769102313323 -0.025557451066700959 -0.022412148613896898 leaf_weight=0.49138165800832201 164.78766325375182 3.0667829533340401 5.6908885697775977 leaf_count=15 2669 29 383 internal_value=0 0.000525331 -0.0193783 internal_weight=0 167.854 6.18227 internal_count=3096 2698 398 is_linear=0 shrinkage=0.0204111 Tree=4139 num_leaves=4 num_cat=0 split_feature=3 11 0 split_gain=5.30641 5.12788 4.74975 threshold=-0.15490999999999996 0.080455000000000013 -0.10726999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019773732256513073 0.0032254136866558319 -0.0025886799348044578 -0.0038468984365170817 leaf_weight=10.717425371985884 69.995417502126656 7.016453795018605 90.698089125755359 leaf_count=76 511 124 2347 internal_value=0 0.0109653 -0.000766216 internal_weight=0 17.7339 160.694 internal_count=3058 200 2858 is_linear=0 shrinkage=0.0204111 Tree=4140 num_leaves=4 num_cat=0 split_feature=480 52 42 split_gain=6.11302 5.14168 0.295876 threshold=1.0000000180025095e-35 -0.51586999999999994 0.09112000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021025197221160696 -0.023299528622627463 0.0019640095128826622 -0.0092336645107330261 leaf_weight=4.0432954491698174 4.193435727240284 165.46217185133719 0.97092358389636491 leaf_count=209 167 2654 65 internal_value=0 0.00140212 -0.0209071 internal_weight=0 169.505 5.16436 internal_count=3095 2863 232 is_linear=0 shrinkage=0.0204111 Tree=4141 num_leaves=4 num_cat=0 split_feature=12 1 12 split_gain=6.15904 9.53362 5.44827 threshold=0.099195000000000019 0.13062500000000002 0.097345000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.0294471434343332e-05 -0.0003339141174924835 0.00029759163927269472 0.00038939545083411153 leaf_weight=151.43287973842234 17.628134863072777 4.788961262907832 6.2141698603518298 leaf_count=2573 405 52 73 internal_value=0 -0.000198197 2.55037e-05 internal_weight=0 22.4171 157.647 internal_count=3103 457 2646 is_linear=0 shrinkage=0.000400217 Tree=4142 num_leaves=4 num_cat=0 split_feature=42 156 43 split_gain=5.2253 8.42395 6.27721 threshold=-1.0000000180025095e-35 0.050840000000000003 -0.17773999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014350316268272269 0.017308432266879944 0.013261169269952872 0.0010291751616565007 leaf_weight=19.350136879307687 10.489615425933151 5.9328739975462659 142.91191206643998 leaf_count=775 84 76 2156 internal_value=0 -0.00784114 0.00215417 internal_weight=0 25.283 153.402 internal_count=3091 851 2240 is_linear=0 shrinkage=0.0204111 Tree=4143 num_leaves=4 num_cat=0 split_feature=42 133 40 split_gain=5.95809 5.10443 3.25769 threshold=-0.094359999999999986 0.13493500000000003 0.0073350000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003933055418517064 3.4509238871366241e-05 -0.00036600926129416625 0.0002433144699855571 leaf_weight=8.3099762324709427 167.24369541231135 5.1452559307508627 1.4416558612138022 leaf_count=256 2481 314 7 internal_value=0 2.23252e-05 -0.000297496 internal_weight=0 172.389 9.75163 internal_count=3058 2795 263 is_linear=0 shrinkage=0.000400217 Tree=4144 num_leaves=4 num_cat=0 split_feature=15 49 43 split_gain=7.74755 6.54884 5.96164 threshold=0.084050000000000014 -0.085934999999999984 0.23693500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023663008348600187 -0.00030657772800803416 4.055515961407652e-05 0.00042692295588519651 leaf_weight=14.9722354831174 19.606519854962247 143.77657707192702 1.8529875834356051 leaf_count=142 977 1922 77 internal_value=0 1.42644e-05 -0.000241354 internal_weight=0 158.749 21.4595 internal_count=3118 2064 1054 is_linear=0 shrinkage=0.000400217 Tree=4145 num_leaves=4 num_cat=0 split_feature=52 133 3 split_gain=6.20043 5.19362 4.01046 threshold=-0.24600999999999998 -0.39018999999999998 -0.51464499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058623150186208769 -0.00046913642300094296 3.6482054423699848e-05 -0.00032540189276350419 leaf_weight=0.72682243585586448 3.2060695550462688 169.31037901087257 11.531722797953988 leaf_count=1 164 2569 355 internal_value=0 2.67874e-05 -0.000266533 internal_weight=0 172.516 12.2585 internal_count=3089 2733 356 is_linear=0 shrinkage=0.000400217 Tree=4146 num_leaves=4 num_cat=0 split_feature=14 157 51 split_gain=5.57805 6.21454 0.438931 threshold=0.077685000000000018 -0.07692499999999998 -0.042309999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010998561504280644 -0.031511164797743713 -0.00015509585596481718 -0.015965375729884199 leaf_weight=24.126335128123173 1.5736830420792105 147.18998606888636 2.3127909697359419 leaf_count=338 26 2641 72 internal_value=0 0.00142182 -0.0229662 internal_weight=0 171.316 3.88647 internal_count=3077 2979 98 is_linear=0 shrinkage=0.0204111 Tree=4147 num_leaves=4 num_cat=0 split_feature=1 39 16 split_gain=5.63623 6.49008 2.04828 threshold=0.13594500000000004 -1.0000000180025095e-35 -0.059289999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044612547912974078 0.00041249828045535991 -2.1118647225876978e-05 8.0889951524872056e-05 leaf_weight=5.8612642907537511 5.898364830063656 158.08243489827146 6.0596858162898553 leaf_count=48 118 2852 64 internal_value=0 -3.66075e-05 0.000246767 internal_weight=0 163.944 11.9581 internal_count=3082 2900 182 is_linear=0 shrinkage=0.000400217 Tree=4148 num_leaves=4 num_cat=0 split_feature=403 160 2 split_gain=5.47634 5.68903 1.30523 threshold=0.08888500000000002 -0.09712999999999998 0.10912000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011425143016307622 -0.022438305298745527 0.0018719315064081815 0.0008556248747472508 leaf_weight=14.546414042531977 5.3138905457744832 156.67072298764833 1.2193255585152654 leaf_count=407 238 2429 30 internal_value=0 0.000735499 -0.0181497 internal_weight=0 171.217 6.53322 internal_count=3104 2836 268 is_linear=0 shrinkage=0.0204111 Tree=4149 num_leaves=3 num_cat=0 split_feature=1375 0 split_gain=6.38489 7.03606 threshold=-0.43271999999999994 -0.10643499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00061041048774124955 9.9573401540074157e-05 -6.2889063553531728e-05 leaf_weight=2.6641662041656664 70.432824403629638 108.06073708369513 leaf_count=17 551 2538 internal_value=0 1.24019e-06 internal_weight=0 178.494 internal_count=3106 3089 is_linear=0 shrinkage=0.000400217 Tree=4150 num_leaves=4 num_cat=0 split_feature=132 2 13 split_gain=4.65542 7.17439 4.56674 threshold=0.080815000000000012 -0.58149499999999998 -0.077909999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0029930166309224382 -0.00011284098314161941 -3.1081709066249573e-05 0.00029562631235317789 leaf_weight=0.019139112904666855 6.2837267727591124 161.65720613999292 14.022544024162924 leaf_count=1 109 2779 205 internal_value=0 -3.35035e-05 0.000169301 internal_weight=0 161.676 20.3063 internal_count=3094 2780 314 is_linear=0 shrinkage=0.000400217 Tree=4151 num_leaves=4 num_cat=0 split_feature=15 157 1 split_gain=6.1673 5.31575 3.70866 threshold=0.10097000000000002 -0.084489999999999996 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017543135664125929 -0.025765466162911834 0.0010159801528553244 -0.0027076304801741656 leaf_weight=6.5948153820063444 6.170753165468339 155.45789448778669 5.4616361451335251 leaf_count=210 258 2576 47 internal_value=0 0.000249116 -0.0150684 internal_weight=0 162.053 11.6324 internal_count=3091 2786 305 is_linear=0 shrinkage=0.0204111 Tree=4152 num_leaves=3 num_cat=0 split_feature=1375 376 split_gain=5.82494 5.182 threshold=-0.43271999999999994 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00062175081399612844 -7.519539990709176e-06 0.00024225963523084965 leaf_weight=2.2354958646465084 163.17694563437544 14.372294643661006 leaf_count=15 2929 164 internal_value=0 1.28396e-05 internal_weight=0 177.549 internal_count=3108 3093 is_linear=0 shrinkage=0.000400217 Tree=4153 num_leaves=3 num_cat=0 split_feature=1365 42 split_gain=4.14985 4.58766 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0074204131362611558 -0.019449351182350763 0.0018078739700216119 leaf_weight=26.388806065486278 4.392557254061102 146.46993087815645 leaf_count=846 63 2198 internal_value=0 0.000395182 internal_weight=0 172.859 internal_count=3107 3044 is_linear=0 shrinkage=0.0204111 Tree=4154 num_leaves=4 num_cat=0 split_feature=3 11 47 split_gain=6.31221 5.90055 5.34357 threshold=-0.12077499999999998 0.081130000000000022 0.080860000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026021070973715146 5.5084597889447595e-06 -7.703557142017551e-05 -0.00017967664288187201 leaf_weight=24.910263347905129 110.37941952595429 12.378137926571069 32.135964714572765 leaf_count=179 2345 164 396 internal_value=0 0.000148364 -3.63574e-05 internal_weight=0 37.2884 142.515 internal_count=3084 343 2741 is_linear=0 shrinkage=0.000400217 Tree=4155 num_leaves=4 num_cat=0 split_feature=160 1373 147 split_gain=6.6761 5.34255 4.04309 threshold=-0.11051499999999999 0.099250000000000019 0.084485000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018703398868317379 0.0020949802978361448 -0.025892563713017586 0.014967838431673482 leaf_weight=10.475214579317251 158.91573732429242 2.7816282719140863 1.6424130201339711 leaf_count=392 2636 22 10 internal_value=0 0.00159594 -0.0140444 internal_weight=0 161.697 12.1176 internal_count=3060 2658 402 is_linear=0 shrinkage=0.0204111 Tree=4156 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=6.84695 12.0726 4.80216 threshold=-0.10643499999999999 -0.078644999999999979 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022728176188247277 -0.00026520155035739611 2.1069454065173937e-05 -7.2429746499496055e-05 leaf_weight=30.732090311124921 29.684905840709689 113.32007481885375 11.791386600350959 leaf_count=230 1325 1375 166 internal_value=0 -3.85155e-05 0.000144202 internal_weight=0 143.005 42.5235 internal_count=3096 2700 396 is_linear=0 shrinkage=0.000400217 Tree=4157 num_leaves=4 num_cat=0 split_feature=376 158 43 split_gain=7.14343 5.22489 2.91156 threshold=1.0000000180025095e-35 0.084965000000000027 -0.11681499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.619098594106924e-06 -0.00011813734939164129 -0.00025991225748784295 0.00033839048798750109 leaf_weight=155.08950539863145 2.6176899205893305 12.636811238597145 13.540238296380265 leaf_count=2600 14 310 153 internal_value=0 -1.36219e-05 0.000264126 internal_weight=0 167.726 16.1579 internal_count=3077 2910 167 is_linear=0 shrinkage=0.000400217 Tree=4158 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=6.34621 9.28176 8.42862 threshold=0.091870000000000021 0.084050000000000014 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4035454654261336e-06 0.00014771555090475517 -0.00028370396124229437 -0.00012202897524953992 leaf_weight=65.837703531025909 61.285606597200967 26.443907748704078 26.491458940785378 leaf_count=1080 801 986 240 internal_value=0 -8.3972e-05 6.62539e-05 internal_weight=0 92.2816 87.7771 internal_count=3107 2066 1041 is_linear=0 shrinkage=0.000400217 Tree=4159 num_leaves=4 num_cat=0 split_feature=1 42 13 split_gain=6.02342 5.75618 3.42162 threshold=0.12313000000000002 0.092260000000000023 -0.059954999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013141721906157833 0.020324433247439658 -0.01316107945685234 0.0029764690479655467 leaf_weight=127.5222478229407 6.9229358998127308 19.624615002481733 14.647220482816918 leaf_count=2222 165 552 146 internal_value=0 -0.00290297 0.0086205 internal_weight=0 147.147 21.5702 internal_count=3085 2774 311 is_linear=0 shrinkage=0.0204111 Tree=4160 num_leaves=4 num_cat=0 split_feature=42 4 151 split_gain=6.93979 5.84068 1.42559 threshold=-0.097914999999999988 0.076655000000000015 -0.084304999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014171433867672726 -0.0036389593125818924 0.0049805737325334465 -0.023829368059486898 leaf_weight=1.4392899433150885 109.38237063671113 46.619873322546482 6.9143643758143281 leaf_count=29 2329 540 212 internal_value=0 -0.00106136 -0.0200377 internal_weight=0 156.002 8.35365 internal_count=3110 2869 241 is_linear=0 shrinkage=0.0204111 Tree=4161 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=6.00394 5.13386 2.69834 threshold=-0.082264999999999991 -0.51586999999999994 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046726963707326472 -0.00041262967117189066 3.802148143805552e-05 0.00023415619110288486 leaf_weight=5.539661069691646 4.0342158199637188 173.51864454752649 0.96922646742314089 leaf_count=279 189 2628 11 internal_value=0 2.75285e-05 -0.000360628 internal_weight=0 177.553 6.50889 internal_count=3107 2817 290 is_linear=0 shrinkage=0.000400217 Tree=4162 num_leaves=4 num_cat=0 split_feature=4 160 2 split_gain=4.93505 5.11696 4.75147 threshold=-0.49977499999999991 -0.25833999999999996 0.086775000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000235670567797606 -0.00041338894381968109 2.8628059763016233e-05 -0.00043707320641549012 leaf_weight=2.114078179933129 4.1930972686677697 164.148592395999 7.0997294979169965 leaf_count=28 256 2688 109 internal_value=0 1.73507e-05 -0.000281738 internal_weight=0 168.342 9.21381 internal_count=3081 2944 137 is_linear=0 shrinkage=0.000400217 Tree=4163 num_leaves=3 num_cat=0 split_feature=1375 1 split_gain=5.72598 5.2091 threshold=-0.43271999999999994 0.09450500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030851507654692956 -0.0026266801356967778 0.0045424736947132565 leaf_weight=2.3335965278092763 93.60296330008714 76.739420409197919 leaf_count=15 2173 908 internal_value=0 0.000603893 internal_weight=0 170.342 internal_count=3096 3081 is_linear=0 shrinkage=0.0204111 Tree=4164 num_leaves=4 num_cat=0 split_feature=4 160 16 split_gain=5.30064 5.2862 2.07075 threshold=-0.49977499999999991 -0.20907999999999996 0.37626500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020259307897205252 -0.014230951651143285 0.0020834980164592147 0.00114394593547899 leaf_weight=6.8104509832337481 8.6198668778233678 158.02840261682286 2.5711650568991899 leaf_count=85 315 2612 52 internal_value=0 0.00123065 -0.0144491 internal_weight=0 166.648 9.38162 internal_count=3064 2927 137 is_linear=0 shrinkage=0.0204111 Tree=4165 num_leaves=3 num_cat=0 split_feature=1375 133 split_gain=4.87854 4.88136 threshold=-0.43271999999999994 0.13493500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049165876612873702 2.57025188969413e-05 -0.00037648333571524694 leaf_weight=2.9926231345161787 172.01633018850407 4.8615455034596371 leaf_count=17 2754 306 internal_value=0 1.44171e-05 internal_weight=0 176.878 internal_count=3077 3060 is_linear=0 shrinkage=0.000400217 Tree=4166 num_leaves=4 num_cat=0 split_feature=31 457 39 split_gain=5.30071 5.12123 3.08995e-05 threshold=-1.0000000180025095e-35 0.082335000000000005 0.082115000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.026074260440361405 -0.0028415565657403273 0.0067597777030308009 0.018759926924675759 leaf_weight=1.4955189975444216 143.91116255964153 27.466579219908454 2.5154030933044851 leaf_count=17 2768 245 69 internal_value=0 -0.00129935 0.0221212 internal_weight=0 171.378 4.01092 internal_count=3099 3013 86 is_linear=0 shrinkage=0.0204111 Tree=4167 num_leaves=4 num_cat=0 split_feature=133 13 51 split_gain=5.362 5.07649 0.600341 threshold=-0.26577499999999993 -0.24921999999999997 -0.031924999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.005619548756094237 0.012286846316366028 1.784992230930723e-06 -0.025972879230518615 leaf_weight=0.82218921172898252 15.27925042202696 156.53118376598286 3.2943194700055747 leaf_count=27 150 2794 162 internal_value=0 0.0011016 -0.0221642 internal_weight=0 171.81 4.11651 internal_count=3133 2944 189 is_linear=0 shrinkage=0.0204111 Tree=4168 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=6.34611 13.672 8.57232 threshold=-0.10783 -0.075944999999999985 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011114879346121747 -0.00026274185502590992 3.3096070917479947e-05 -0.00039287471337975287 leaf_weight=68.793297789175995 40.552140330895782 64.990502950386144 5.7556583619443691 leaf_count=529 1542 973 39 internal_value=0 -8.07303e-05 7.17041e-05 internal_weight=0 105.543 74.549 internal_count=3083 2515 568 is_linear=0 shrinkage=0.000400217 Tree=4169 num_leaves=4 num_cat=0 split_feature=402 156 4 split_gain=5.23438 4.64049 2.13434 threshold=0.086140000000000008 0.091280000000000014 0.27287000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015903827271919818 -0.019160706700938841 -0.011169465857651613 0.011474610268509279 leaf_weight=155.80460142125958 7.6898530256439681 12.741417451179585 1.0033613331615923 leaf_count=2481 330 276 28 internal_value=0 0.000619013 -0.0155239 internal_weight=0 168.546 8.69321 internal_count=3115 2757 358 is_linear=0 shrinkage=0.0204111 Tree=4170 num_leaves=4 num_cat=0 split_feature=0 48 3 split_gain=5.24715 12.8356 9.73447 threshold=-0.10783 0.12879500000000002 0.17769000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012346508405587596 -9.4348841428747667e-05 -0.00047320199851279038 0.00049541878594612564 leaf_weight=66.022138460539281 101.31031304399949 6.217366677010431 4.5796993498224756 leaf_count=516 2485 40 63 internal_value=0 7.14595e-05 -6.83453e-05 internal_weight=0 72.2395 105.89 internal_count=3104 556 2548 is_linear=0 shrinkage=0.000400217 Tree=4171 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=6.3381 6.84556 6.60629 threshold=-0.12077499999999998 -0.049374999999999995 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027522405839324008 -0.00015070384971192286 3.2210155801374831e-05 -8.3868035216551345e-05 leaf_weight=24.171373914461583 50.617017112817848 92.500772740808316 12.329643421107901 leaf_count=155 1953 820 154 internal_value=0 -3.2549e-05 0.000154041 internal_weight=0 143.118 36.501 internal_count=3082 2773 309 is_linear=0 shrinkage=0.000400217 Tree=4172 num_leaves=4 num_cat=0 split_feature=376 133 4 split_gain=6.30186 5.87223 1.09603 threshold=0.048375000000000008 0.10681500000000001 -0.013084999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5951353819020238e-07 0.00037979482205783394 -0.00039163725438163492 0.00015133361349144284 leaf_weight=156.21676518727327 6.6950156600214541 6.300231745990458 7.1426494447514397 leaf_count=2524 54 426 102 internal_value=0 -1.62678e-05 0.00026403 internal_weight=0 162.517 13.8377 internal_count=3106 2950 156 is_linear=0 shrinkage=0.000400217 Tree=4173 num_leaves=4 num_cat=0 split_feature=42 2 52 split_gain=5.32861 5.93883 5.41316 threshold=-1.0000000180025095e-35 0.096585000000000018 -0.51586999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016370725062178085 -0.021062778284340521 0.0029965504066620857 0.0026942842026901172 leaf_weight=14.870335787549267 3.9974085458088657 11.731306762463644 145.47998871799791 leaf_count=625 198 239 2024 internal_value=0 -0.00785301 0.00204367 internal_weight=0 26.6016 149.477 internal_count=3086 864 2222 is_linear=0 shrinkage=0.0204111 Tree=4174 num_leaves=4 num_cat=0 split_feature=484 1 123 split_gain=6.39523 5.25592 4.60603 threshold=-1.0000000180025095e-35 0.13436000000000001 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036376857680401622 -6.8495347436435339e-06 0.00026177137819362859 0.0003952662540913735 leaf_weight=11.324935978715073 154.03549002300133 12.510768665000795 1.3492452926002432 leaf_count=480 2398 204 12 internal_value=0 1.34913e-05 -0.000280211 internal_weight=0 166.546 12.6742 internal_count=3094 2602 492 is_linear=0 shrinkage=0.000400217 Tree=4175 num_leaves=4 num_cat=0 split_feature=14 1429 16 split_gain=4.84741 4.71533 0.838257 threshold=0.077685000000000018 -1.0000000180025095e-35 -0.15595499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019903978227199869 -0.0088178368217241114 0.0017066995126681149 -0.027908501901388098 leaf_weight=4.2015749561396651 1.7286862083710728 169.72250049645663 2.5319994632154694 leaf_count=138 37 2856 65 internal_value=0 0.00117217 -0.020587 internal_weight=0 173.924 4.26069 internal_count=3096 2994 102 is_linear=0 shrinkage=0.0204111 Tree=4176 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=6.61538 7.96063 5.55149 threshold=0.095575000000000007 -0.23098999999999997 0.10178500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036187811786973908 0.00015214838843479432 -0.0001096784744534576 -6.5740863929724178e-05 leaf_weight=6.012277733301743 52.53415623982437 90.720178864794434 28.992420066846535 leaf_count=37 659 2109 260 internal_value=0 -7.9985e-05 7.46789e-05 internal_weight=0 96.7325 81.5266 internal_count=3065 2146 919 is_linear=0 shrinkage=0.000400217 Tree=4177 num_leaves=4 num_cat=0 split_feature=1374 1 49 split_gain=5.66788 5.63822 1.15752 threshold=0.086000000000000007 0.09450500000000002 -0.058504999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2103113186594422e-05 -0.00053016741002306954 0.00010013462958044331 -0.00017783256994737302 leaf_weight=99.336439337668708 3.167921225191094 80.888064813800156 3.0525918425992122 leaf_count=2115 39 933 44 internal_value=0 2.17583e-05 -0.000363468 internal_weight=0 180.225 6.22051 internal_count=3131 3048 83 is_linear=0 shrinkage=0.000400217 Tree=4178 num_leaves=3 num_cat=0 split_feature=33 14 split_gain=4.78725 4.71938 threshold=-1.0000000180025095e-35 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040205867881117768 2.4096432082478328e-05 -0.00039262188855142738 leaf_weight=4.4384606247767797 173.50093539402587 4.35314411681611 leaf_count=42 2994 100 internal_value=0 1.36563e-05 internal_weight=0 177.854 internal_count=3136 3094 is_linear=0 shrinkage=0.000400217 Tree=4179 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=5.17957 7.09527 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020917449762281236 0.039599793519777889 0.00017043910172417453 leaf_weight=4.6739625041664103 1.8106773761101056 171.77123701797973 leaf_count=274 24 2837 internal_value=0 0.000606999 internal_weight=0 173.582 internal_count=3135 2861 is_linear=0 shrinkage=0.0204111 Tree=4180 num_leaves=4 num_cat=0 split_feature=1456 43 158 split_gain=5.06403 6.09224 2.25333 threshold=-1.0000000180025095e-35 -0.07440999999999999 -0.47630999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014076065683771616 0.0063170175733832188 -0.0016861085809608345 -0.021424795242319581 leaf_weight=0.77518654090818007 61.452899121737573 111.11247582442593 5.7304414386890121 leaf_count=8 1066 1763 287 internal_value=0 0.00116616 -0.0170281 internal_weight=0 172.565 6.50563 internal_count=3124 2829 295 is_linear=0 shrinkage=0.0204111 Tree=4181 num_leaves=4 num_cat=0 split_feature=41 1 4 split_gain=5.46998 5.41708 0.455082 threshold=0.087145000000000014 0.11584000000000001 0.26768500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2615426817888701e-05 -0.00043967075230129463 0.00016875854818953001 -0.00020996786712625107 leaf_weight=143.22211873806373 3.815842021140269 32.214363178703934 2.6941835675388575 leaf_count=2599 68 414 27 internal_value=0 2.07756e-05 -0.000349765 internal_weight=0 175.436 6.51003 internal_count=3108 3013 95 is_linear=0 shrinkage=0.000400217 Tree=4182 num_leaves=4 num_cat=0 split_feature=43 1456 40 split_gain=5.83843 5.50429 0.500515 threshold=0.25035000000000007 -1.0000000180025095e-35 -0.083354999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018751771169437229 -0.035517808373978797 0.0011197324016656647 -0.018002964560424561 leaf_weight=5.9070603322325033 1.0113467574119566 164.99443132434681 3.5914049151033387 leaf_count=276 5 2616 186 internal_value=0 0.000421064 -0.0226035 internal_weight=0 170.901 4.60275 internal_count=3083 2892 191 is_linear=0 shrinkage=0.0204111 Tree=4183 num_leaves=4 num_cat=0 split_feature=376 13 1 split_gain=7.35161 5.80548 1.58632 threshold=1.0000000180025095e-35 -0.09194999999999999 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7411806951777446e-05 0.0001003063254960465 -7.8849486934005965e-05 0.00038623612499410885 leaf_weight=39.410708202980459 5.2463952600955945 123.29346479572996 7.8927492543589324 leaf_count=432 25 2467 133 internal_value=0 -3.61173e-05 0.000273878 internal_weight=0 162.704 13.1391 internal_count=3057 2899 158 is_linear=0 shrinkage=0.000400217 Tree=4184 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=5.77953 12.842 4.99934 threshold=-0.10643499999999999 -0.080944999999999975 -0.061689999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.5328116597437054e-05 -0.00030948667605461998 1.6433558290246973e-05 0.00025664485536050664 leaf_weight=20.374597657588311 23.153512000644696 115.42458857988822 22.957788700703532 leaf_count=209 1109 1571 180 internal_value=0 -3.82268e-05 0.000129055 internal_weight=0 138.578 43.3324 internal_count=3069 2680 389 is_linear=0 shrinkage=0.000400217 Tree=4185 num_leaves=4 num_cat=0 split_feature=1456 52 13 split_gain=6.06844 5.45831 0.131794 threshold=-1.0000000180025095e-35 -0.077644999999999978 -0.14707499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014746161497519958 0.00011520005340655685 -3.7647606628373335e-05 -0.00043017757625425049 leaf_weight=0.4368793312460183 55.118207821331453 115.95952999321162 5.0679192184034028 leaf_count=10 722 2064 280 internal_value=0 1.16403e-05 -0.000411127 internal_weight=0 171.078 5.5048 internal_count=3076 2786 290 is_linear=0 shrinkage=0.000400217 Tree=4186 num_leaves=4 num_cat=0 split_feature=50 44 12 split_gain=5.21238 8.39854 6.51784 threshold=0.086500000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001711616428441563 0.010746700052306055 -0.031264576104556442 -0.018449947961112382 leaf_weight=164.00622442414169 4.2113748630508807 3.1701241084374479 12.219584124773972 leaf_count=2520 43 32 522 internal_value=0 0.00106579 -0.0109445 internal_weight=0 167.176 16.431 internal_count=3117 2552 565 is_linear=0 shrinkage=0.0204111 Tree=4187 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=6.67922 10.1994 5.8816 threshold=-0.048794999999999991 -0.0064899999999999992 -0.092109999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011266514234514911 -0.021439948066465538 -0.001403321281283084 0.011058487465424937 leaf_weight=34.985405133338645 11.795752997219095 95.413591931093833 31.095638091268484 leaf_count=636 229 1922 318 internal_value=0 -0.00362793 0.00461629 internal_weight=0 107.209 66.081 internal_count=3105 2151 954 is_linear=0 shrinkage=0.0204111 Tree=4188 num_leaves=4 num_cat=0 split_feature=2 0 132 split_gain=5.44096 9.07541 4.8393 threshold=0.097925000000000012 -0.23098999999999997 0.081055000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020341205532513739 0.0022522938224982447 -0.0045096336581360499 0.016989155921864996 leaf_weight=6.4385423560161135 67.507175098056905 93.905907523585483 10.661408828105776 leaf_count=35 837 2124 126 internal_value=0 -0.0028942 0.00428368 internal_weight=0 100.344 78.1686 internal_count=3122 2159 963 is_linear=0 shrinkage=0.0204111 Tree=4189 num_leaves=4 num_cat=0 split_feature=2 0 3 split_gain=4.91589 6.01724 0.432999 threshold=0.15412000000000003 -0.10726999999999999 -0.052554999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0776504525257777e-05 0.00045468267812000821 -0.00010191731406798113 0.00022661759310110241 leaf_weight=71.858275136561133 2.3888430409133434 97.046071148404735 3.9550344042945644 leaf_count=548 17 2438 83 internal_value=0 -3.6965e-05 0.000318894 internal_weight=0 168.904 6.34388 internal_count=3086 2986 100 is_linear=0 shrinkage=0.000400217 Tree=4190 num_leaves=4 num_cat=0 split_feature=1 12 133 split_gain=6.14955 7.11725 3.64611 threshold=0.10100500000000003 0.10042000000000002 -0.26577499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4755831521551229e-06 -0.00041953197158950135 -0.00038029880000431068 0.00013265879058128546 leaf_weight=102.34067461633822 1.8640530058182765 8.6505176265782193 68.081922917510383 leaf_count=2028 27 274 763 internal_value=0 -3.41205e-05 0.000117296 internal_weight=0 110.991 69.946 internal_count=3092 2302 790 is_linear=0 shrinkage=0.000400217 Tree=4191 num_leaves=3 num_cat=0 split_feature=482 4 split_gain=3.97761 3.73832 threshold=0.10022500000000002 -0.5971599999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.038405460293435223 -0.024499890970474086 0.00064536790299390772 leaf_weight=0.98740219138562579 2.4982920079492024 171.31863077227899 leaf_count=6 94 2970 internal_value=0 0.000886553 internal_weight=0 172.306 internal_count=3070 2976 is_linear=0 shrinkage=0.0204111 Tree=4192 num_leaves=4 num_cat=0 split_feature=132 3 132 split_gain=5.34459 6.65075 3.82593 threshold=0.08018500000000002 -0.036264999999999992 0.10952000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0058570347348693456 0.013849292710487479 0.0025630061187615284 -0.0098846633928313232 leaf_weight=69.580689689275459 17.015376781579111 88.877517097862437 3.3058226823923169 leaf_count=2033 197 725 120 internal_value=0 -0.00113585 0.00995528 internal_weight=0 158.458 20.3212 internal_count=3075 2758 317 is_linear=0 shrinkage=0.0204111 Tree=4193 num_leaves=3 num_cat=0 split_feature=31 158 split_gain=5.95299 4.2932 threshold=-1.0000000180025095e-35 0.11015500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042950070655411023 -6.2038742174810368e-06 -0.00042897015682362492 leaf_weight=4.8353703806642434 173.07684755226364 3.8230563457764211 leaf_count=96 2877 134 internal_value=0 -1.5606e-05 internal_weight=0 176.9 internal_count=3107 3011 is_linear=0 shrinkage=0.000400217 Tree=4194 num_leaves=4 num_cat=0 split_feature=43 48 3 split_gain=7.22551 7.11162 6.93507 threshold=-0.06705499999999999 0.085855000000000015 -0.078644999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019125872984210165 -0.0010079329028974805 -0.012449833827315515 0.011394537262895512 leaf_weight=35.972625706432154 74.656192208320135 32.377711606910452 29.706227401213255 leaf_count=894 1443 307 463 internal_value=0 -0.0044785 0.00411531 internal_weight=0 107.034 65.6789 internal_count=3107 1750 1357 is_linear=0 shrinkage=0.0204111 Tree=4195 num_leaves=4 num_cat=0 split_feature=1 42 453 split_gain=5.09604 7.96215 4.70807 threshold=0.10423500000000001 0.086730000000000015 0.087015000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048922956134330202 0.0052715534209691666 -0.013565690175111365 -0.019023817259652673 leaf_weight=88.017381677767844 58.67124296783004 24.774807076144498 3.4133627265691748 leaf_count=1525 666 898 25 internal_value=0 -0.00337208 0.00390397 internal_weight=0 112.792 62.0846 internal_count=3114 2423 691 is_linear=0 shrinkage=0.0204111 Tree=4196 num_leaves=4 num_cat=0 split_feature=12 13 12 split_gain=5.66926 5.30653 3.10723 threshold=0.11596500000000001 0.077550000000000022 0.15570000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020205327523421348 -0.027368253031632529 0.0099159383573898773 -0.0016900898953456553 leaf_weight=144.87085376934556 4.4315106821741201 25.265190585749224 3.4845652705989778 leaf_count=2640 119 281 43 internal_value=0 0.001306 -0.0162462 internal_weight=0 170.136 7.91608 internal_count=3083 2921 162 is_linear=0 shrinkage=0.0204111 Tree=4197 num_leaves=4 num_cat=0 split_feature=474 1456 160 split_gain=4.74156 4.50729 0.11139 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.076109999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.033068575521362761 -0.016593463537035242 0.0010260206026162831 -0.020156925853620822 leaf_weight=0.98192338412627611 6.1755118124419814 159.18692457274301 1.8722945172339667 leaf_count=29 291 2665 84 internal_value=0 0.000357233 -0.0256795 internal_weight=0 165.362 2.85422 internal_count=3069 2956 113 is_linear=0 shrinkage=0.0204111 Tree=4198 num_leaves=4 num_cat=0 split_feature=4 403 48 split_gain=6.00585 7.84297 7.53931 threshold=0.28122000000000008 -0.088654999999999984 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043767942905855681 0.00029238144940320847 1.6514331048869437e-05 -0.00034377034374916777 leaf_weight=6.2301026833010829 22.092011300846938 152.87476630846504 3.3511777110397807 leaf_count=394 307 2334 24 internal_value=0 -1.56592e-06 0.000207453 internal_weight=0 159.105 25.4432 internal_count=3059 2728 331 is_linear=0 shrinkage=0.000400217 Tree=4199 num_leaves=4 num_cat=0 split_feature=51 40 47 split_gain=5.47119 6.34048 5.85903 threshold=-0.10433999999999997 0.055635000000000011 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018225911303221536 0.0021861967964413071 0.016402510295771104 -0.0082199390186632124 leaf_weight=12.832064635993445 126.65572033228818 2.5633570309728375 27.304607261205092 leaf_count=307 2416 14 329 internal_value=0 -0.0123834 0.000336054 internal_weight=0 15.3954 153.96 internal_count=3066 321 2745 is_linear=0 shrinkage=0.0204111 Tree=4200 num_leaves=4 num_cat=0 split_feature=43 13 15 split_gain=4.91431 4.92961 0.798623 threshold=0.25734000000000007 -0.09194999999999999 -0.23798499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013103690583856693 -1.2901786706662785e-05 -3.0655685746256211e-05 -0.0004887679715717474 leaf_weight=38.581509497133084 0.66963601578026999 137.49657539287 3.7254403620609073 leaf_count=406 11 2489 161 internal_value=0 4.83449e-06 -0.000418386 internal_weight=0 176.078 4.39508 internal_count=3067 2895 172 is_linear=0 shrinkage=0.000400217 Tree=4201 num_leaves=3 num_cat=0 split_feature=31 1348 split_gain=5.94122 4.85239 threshold=-1.0000000180025095e-35 0.090050000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0227641289863771 -0.0015449962798068431 0.018810457600601235 leaf_weight=4.4070722705218932 165.79719046737591 4.9150651262607417 leaf_count=97 2967 43 internal_value=0 -0.000946987 internal_weight=0 170.712 internal_count=3107 3010 is_linear=0 shrinkage=0.0204111 Tree=4202 num_leaves=4 num_cat=0 split_feature=130 43 40 split_gain=5.0071 5.49772 1.12509 threshold=0.085970000000000005 -0.053524999999999996 -0.08347499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.004793720021061384 0.0039540743048153623 -0.0028603477870130338 -0.02289041568058444 leaf_weight=62.909997251816094 0.71373503655195225 102.86735493168817 4.8563679583457988 leaf_count=1252 8 1499 330 internal_value=0 4.55302e-05 -0.0194405 internal_weight=0 165.777 5.5701 internal_count=3089 2751 338 is_linear=0 shrinkage=0.0204111 Tree=4203 num_leaves=4 num_cat=0 split_feature=11 1 48 split_gain=6.06406 7.1289 3.32944 threshold=0.088315000000000018 0.10100500000000003 0.081520000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.1062160801163991e-05 -0.00011315740061051357 0.00012750560518994092 -0.0006073202405369293 leaf_weight=106.18213100839057 5.5821265836711955 64.505453074118122 3.546673521399498 leaf_count=2275 80 711 33 internal_value=0 2.2684e-05 -0.000310179 internal_weight=0 170.688 9.1288 internal_count=3099 2986 113 is_linear=0 shrinkage=0.000400217 Tree=4204 num_leaves=4 num_cat=0 split_feature=133 33 1 split_gain=4.92104 5.06723 1.13041 threshold=0.13493500000000003 -1.0000000180025095e-35 0.12220000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020391754675139383 -0.021975657998629768 0.0022884810333959637 0.0058461802932610876 leaf_weight=4.094938972964882 4.4591651353985062 168.77793463987473 0.65420131757855404 leaf_count=38 321 2691 17 internal_value=0 0.00173839 -0.0183671 internal_weight=0 172.873 5.11337 internal_count=3067 2729 338 is_linear=0 shrinkage=0.0204111 Tree=4205 num_leaves=4 num_cat=0 split_feature=3 47 11 split_gain=6.63942 9.27101 3.79515 threshold=-0.15490999999999996 0.081320000000000017 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018309348207618214 0.00018234598285056405 -0.012072994781123574 0.00015088004203095035 leaf_weight=10.701122239697726 121.88184958080819 32.480259699281305 8.6193521120585483 leaf_count=76 2480 414 139 internal_value=0 -0.00240326 0.0102559 internal_weight=0 154.362 19.3205 internal_count=3109 2894 215 is_linear=0 shrinkage=0.0204111 Tree=4206 num_leaves=4 num_cat=0 split_feature=1 42 2 split_gain=7.12125 7.9701 2.85658 threshold=0.11584000000000001 -0.0043149999999999994 0.14744000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028772430075885082 0.00010397231690714016 -4.4342354960602849e-06 0.00039349000706587846 leaf_weight=18.165932093936135 25.790138602722436 122.67119771963917 6.8632252765819421 leaf_count=768 324 1890 118 internal_value=0 -4.11741e-05 0.000165961 internal_weight=0 140.837 32.6534 internal_count=3100 2658 442 is_linear=0 shrinkage=0.000400217 Tree=4207 num_leaves=3 num_cat=0 split_feature=2 403 split_gain=6.21494 5.08865 threshold=-0.58149499999999998 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.12963752455758337 -0.018480987033121156 0.0018865037055994631 leaf_weight=0.039226638153194382 5.1547061535384264 172.69002259921399 leaf_count=2 378 2697 internal_value=0 0.00128491 internal_weight=0 177.845 internal_count=3077 3075 is_linear=0 shrinkage=0.0204111 Tree=4208 num_leaves=4 num_cat=0 split_feature=483 4 42 split_gain=5.25016 5.64692 0.529417 threshold=0.10297500000000001 0.0064450000000000011 0.085225000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2441066392968631e-05 -0.00057753022971244897 8.516712996999468e-05 -0.00025256180379629699 leaf_weight=98.007188227915321 2.3961528565851031 71.844795972618158 1.6046995002252513 leaf_count=2142 33 817 97 internal_value=0 9.92132e-09 -0.000457613 internal_weight=0 169.852 4.00085 internal_count=3089 2959 130 is_linear=0 shrinkage=0.000400217 Tree=4209 num_leaves=4 num_cat=0 split_feature=3 15 39 split_gain=7.04355 6.73052 3.84435 threshold=0.17769000000000004 0.084050000000000014 -0.042029999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7234842353467872e-06 -8.6484933157873788e-05 -0.00025102489802038866 0.00041334743607853922 leaf_weight=144.91034072835464 3.3459146067034444 20.332463888757047 8.8977446341887099 leaf_count=1909 27 1046 126 internal_value=0 -3.60564e-05 0.000277209 internal_weight=0 165.243 12.2437 internal_count=3108 2955 153 is_linear=0 shrinkage=0.000400217 Tree=4210 num_leaves=3 num_cat=0 split_feature=14 123 split_gain=5.17742 5.3796 threshold=0.08604500000000001 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.6898230048962481e-06 -0.00053917540093228241 0.00020934708922498591 leaf_weight=163.54406512338028 2.6350860476959488 20.062652340857312 leaf_count=2799 56 259 internal_value=0 1.43573e-05 internal_weight=0 183.607 internal_count=3114 3058 is_linear=0 shrinkage=0.000400217 Tree=4211 num_leaves=3 num_cat=0 split_feature=160 484 split_gain=5.20875 4.73386 threshold=-0.40187499999999993 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044165512573751686 -0.00021135928085911756 3.5696499428696463e-05 leaf_weight=3.9627081365324548 13.375713409695889 157.30370797333308 leaf_count=237 482 2360 internal_value=0 1.62095e-05 internal_weight=0 170.679 internal_count=3079 2842 is_linear=0 shrinkage=0.000400217 Tree=4212 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=5.67309 6.05804 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021200592323055118 0.034430927209666819 -0.00062550951942685548 leaf_weight=5.4199261316680341 1.9672399349510659 167.06565175269498 leaf_count=287 22 2781 internal_value=0 -0.000194993 internal_weight=0 169.033 internal_count=3090 2803 is_linear=0 shrinkage=0.0204111 Tree=4213 num_leaves=4 num_cat=0 split_feature=2 0 12 split_gain=5.84108 8.18364 4.52649 threshold=0.092120000000000021 -0.063819999999999988 0.098685000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015346560019821872 0.00010345665411785665 0.00013046408173967609 -0.00015368645928388319 leaf_weight=60.985900669955299 79.751811294700019 22.059959854697809 12.608480525843332 leaf_count=1639 894 221 299 internal_value=0 -7.79696e-05 6.82094e-05 internal_weight=0 83.0459 92.3603 internal_count=3053 1860 1193 is_linear=0 shrinkage=0.000400217 Tree=4214 num_leaves=3 num_cat=0 split_feature=1348 484 split_gain=4.94357 4.96593 threshold=0.084620000000000015 -0.0048899999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00024468712405156779 0.00031185891354643168 1.0271467130045275e-05 leaf_weight=13.157139697839737 7.9128762448672196 157.13725937125855 leaf_count=493 68 2543 internal_value=0 -9.57476e-06 internal_weight=0 170.294 internal_count=3104 3036 is_linear=0 shrinkage=0.000400217 Tree=4215 num_leaves=4 num_cat=0 split_feature=1 4 1186 split_gain=4.67286 9.6388 7.09753 threshold=1.0000000180025095e-35 -0.083954999999999988 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0070347720261051258 0.0010652934385833783 -0.011675947651886185 0.023754712331605629 leaf_weight=17.469321489508729 119.06004330737051 32.959312698876602 5.9237168498802921 leaf_count=320 1519 1249 33 internal_value=0 -0.00519302 0.00216098 internal_weight=0 50.4286 124.984 internal_count=3121 1569 1552 is_linear=0 shrinkage=0.0204111 Tree=4216 num_leaves=4 num_cat=0 split_feature=484 1373 13 split_gain=7.22546 5.75696 1.08676 threshold=-0.083139999999999992 0.099250000000000019 -0.15122999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010263612117514973 2.7053136596869043e-05 -0.0005445180534763822 -0.00046571134094181569 leaf_weight=0.55347545817494381 174.60045376152266 2.7570636067539445 5.7407150893268399 leaf_count=9 2811 23 279 internal_value=0 1.783e-05 -0.000414814 internal_weight=0 177.358 6.29419 internal_count=3122 2834 288 is_linear=0 shrinkage=0.000400217 Tree=4217 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=5.73224 4.91294 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004134967048055496 0.00099254577221781406 9.7730103186915014e-06 leaf_weight=5.0502281995431977 0.70653972635045548 178.76965302595636 leaf_count=279 3 2823 internal_value=0 1.42583e-05 internal_weight=0 179.476 internal_count=3105 2826 is_linear=0 shrinkage=0.000400217 Tree=4218 num_leaves=4 num_cat=0 split_feature=403 1429 0 split_gain=5.79125 4.81949 0.269525 threshold=-0.092224999999999988 -1.0000000180025095e-35 -0.039874999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041383302313713393 -0.00038842995732286148 4.6826997828870375e-05 -9.1973661996583251e-05 leaf_weight=4.7724975554010598 4.0650423485203637 167.6452607625979 0.53688888251781364 leaf_count=368 150 2533 11 internal_value=0 3.62764e-05 -0.000383858 internal_weight=0 171.71 5.30939 internal_count=3062 2683 379 is_linear=0 shrinkage=0.000400217 Tree=4219 num_leaves=4 num_cat=0 split_feature=16 48 3 split_gain=6.44143 9.35723 7.87526 threshold=-0.15068499999999999 0.11928500000000002 -0.24572499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018146267895289238 0.00044471070663094084 -0.00038543435941252685 -5.7749338049874442e-05 leaf_weight=49.245941110071726 5.1020769812166682 5.0453388816677025 119.90867020002042 leaf_count=495 24 39 2547 internal_value=0 0.000128096 -3.68628e-05 internal_weight=0 54.2913 125.011 internal_count=3105 534 2571 is_linear=0 shrinkage=0.000400217 Tree=4220 num_leaves=4 num_cat=0 split_feature=13 39 40 split_gain=5.92183 6.2987 5.01689 threshold=-0.09194999999999999 0.15608500000000003 -0.081079999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028171773584142199 -3.9173704592156944e-05 0.00053360614743920229 0.00018766534987343876 leaf_weight=3.9245077380910507 135.15387239548727 3.034975314512848 38.879509960243013 leaf_count=24 2581 27 433 internal_value=0 -2.61722e-05 0.000144007 internal_weight=0 138.189 42.804 internal_count=3065 2608 457 is_linear=0 shrinkage=0.000400217 Tree=4221 num_leaves=4 num_cat=0 split_feature=1 0 453 split_gain=5.00561 8.74819 3.91774 threshold=0.10423500000000001 -0.11471499999999998 0.091855000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0061825454600825547 0.0068227957295185953 -0.0057715083413424411 -0.01508245945656642 leaf_weight=38.271204971242696 56.467209703405388 75.924296649362077 3.5151338540017596 leaf_count=265 670 2123 30 internal_value=0 -0.00176312 0.00551338 internal_weight=0 114.196 59.9823 internal_count=3088 2388 700 is_linear=0 shrinkage=0.0204111 Tree=4222 num_leaves=4 num_cat=0 split_feature=4 1374 1 split_gain=4.50209 5.78779 0.534306 threshold=0.50673000000000001 0.098580000000000015 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012961233124679557 0.0088722691893843401 -0.026138190553099828 0.021311503431927292 leaf_weight=161.70833736965142 2.6624785121530286 3.5330172177636987 3.8477139621973038 leaf_count=2861 22 32 147 internal_value=0 -0.000703023 0.0164602 internal_weight=0 165.241 6.51019 internal_count=3062 2893 169 is_linear=0 shrinkage=0.0204111 Tree=4223 num_leaves=3 num_cat=0 split_feature=1374 1 split_gain=6.11981 5.96311 threshold=0.090240000000000015 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0051072461356968931 -0.021620697144958019 0.0032852335371911742 leaf_weight=49.875591188188992 5.1088883910560972 119.7109517052304 leaf_count=1543 57 1477 internal_value=0 0.000815255 internal_weight=0 169.587 internal_count=3077 3020 is_linear=0 shrinkage=0.0204111 Tree=4224 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=6.00486 12.0213 6.82231 threshold=1.0000000180025095e-35 -0.07087499999999998 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030874099692918531 -4.9563546451406822e-06 7.1329700415899929e-05 0.00023176133660856188 leaf_weight=26.818138639064273 104.86389115627389 26.325576805043966 23.843109427252784 leaf_count=1295 1237 295 303 internal_value=0 -0.000120713 3.90592e-05 internal_weight=0 53.1437 128.707 internal_count=3130 1590 1540 is_linear=0 shrinkage=0.000400217 Tree=4225 num_leaves=4 num_cat=0 split_feature=14 376 15 split_gain=5.08261 5.8394 0.792182 threshold=0.073890000000000011 0.048375000000000008 -0.14601999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034259290492181556 -0.0075502144622760165 0.014037651443002145 -0.026594101057521427 leaf_weight=154.6230128374882 1.4304222690407185 12.620775061426682 3.0975716237444422 leaf_count=2832 21 152 85 internal_value=0 0.000751254 -0.0209054 internal_weight=0 167.244 4.52799 internal_count=3090 2984 106 is_linear=0 shrinkage=0.0204111 Tree=4226 num_leaves=3 num_cat=0 split_feature=2 4 split_gain=5.18569 4.96982 threshold=-0.58149499999999998 0.51074000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.11348755105968102 -0.0010926366504794022 0.019536055212840065 leaf_weight=0.057431502267717316 169.29792701001861 4.8974963298533103 leaf_count=3 2938 141 internal_value=0 -0.000500485 internal_weight=0 174.195 internal_count=3082 3079 is_linear=0 shrinkage=0.0204111 Tree=4227 num_leaves=3 num_cat=0 split_feature=39 1456 split_gain=5.05804 5.20013 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018581334258997838 0.00088325211948305741 -0.020366256192554846 leaf_weight=6.047299994621425 161.82836325612152 4.8324129042739505 leaf_count=58 2790 261 internal_value=0 0.000253852 internal_weight=0 166.661 internal_count=3109 3051 is_linear=0 shrinkage=0.0204111 Tree=4228 num_leaves=4 num_cat=0 split_feature=128 453 133 split_gain=6.11351 6.4213 0.458167 threshold=0.085185000000000025 0.087445000000000009 -0.26876499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3083693076746e-05 -9.0938019642321788e-05 -0.00043957681342981082 -0.00047190549894993806 leaf_weight=171.64942539302865 0.63973813538905222 4.6188496372196814 4.3083022796490686 leaf_count=2853 50 55 160 internal_value=0 2.04271e-05 -0.000425752 internal_weight=0 176.268 4.94804 internal_count=3118 2908 210 is_linear=0 shrinkage=0.000400217 Tree=4229 num_leaves=3 num_cat=0 split_feature=156 3 split_gain=4.33238 4.33355 threshold=-1.0000000180025095e-35 -0.16935999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042841155339657131 0.00024374313838378191 4.270508853111333e-06 leaf_weight=3.3690720655140458 12.994783857371656 158.24539018698852 leaf_count=157 132 2778 internal_value=0 2.25906e-05 internal_weight=0 171.24 internal_count=3067 2910 is_linear=0 shrinkage=0.000400217 Tree=4230 num_leaves=4 num_cat=0 split_feature=128 1429 2 split_gain=5.54207 4.95656 0.649452 threshold=0.081680000000000016 -1.0000000180025095e-35 0.11342000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023079147194266816 -0.024370343612945509 0.00087723749672509942 -0.0051037358524695601 leaf_weight=3.5676833848119704 4.1777223875105838 162.24058827094268 0.96140793710947026 leaf_count=134 203 2728 25 internal_value=0 0.000346543 -0.0209517 internal_weight=0 165.808 5.13913 internal_count=3090 2862 228 is_linear=0 shrinkage=0.0204111 Tree=4231 num_leaves=3 num_cat=0 split_feature=457 133 split_gain=5.57231 4.78866 threshold=0.53894500000000012 0.13997000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.7897234910958822e-05 -0.00054754435800885538 -0.00036343870631485572 leaf_weight=175.93615642387886 2.632475718855857 4.7829639666306312 leaf_count=2755 13 331 internal_value=0 2.70569e-05 internal_weight=0 180.719 internal_count=3099 3086 is_linear=0 shrinkage=0.000400217 Tree=4232 num_leaves=4 num_cat=0 split_feature=155 1373 15 split_gain=4.77482 4.95983 0.516442 threshold=0.088505000000000014 0.099250000000000019 -0.08237499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0845511744259795e-05 -0.00011653662801241155 -0.00048789121370906261 -0.00045115990629544453 leaf_weight=176.62997367502248 1.0374574132729319 2.8907293188385657 3.6635824027471235 leaf_count=2844 32 23 149 internal_value=0 2.21937e-05 -0.000381742 internal_weight=0 179.521 4.70104 internal_count=3048 2867 181 is_linear=0 shrinkage=0.000400217 Tree=4233 num_leaves=4 num_cat=0 split_feature=403 480 15 split_gain=4.45837 4.7175 2.41772 threshold=-0.08403999999999999 0.086640000000000009 -0.17159499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01684600053511218 0.0019593959210850863 -0.019163816192743866 -0.017702812697237915 leaf_weight=0.86217500432394434 164.33374327310594 4.4145590953994533 7.357075361942405 leaf_count=22 2439 168 475 internal_value=0 0.00139446 -0.013901 internal_weight=0 168.748 8.21925 internal_count=3104 2607 497 is_linear=0 shrinkage=0.0204111 Tree=4234 num_leaves=4 num_cat=0 split_feature=14 52 48 split_gain=6.7606 6.38116 1.87289 threshold=0.077685000000000018 -0.42985499999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041313114523141198 -0.000798987759029235 5.3979264592007198e-05 -0.00023180316810609072 leaf_weight=4.7051944976556106 1.6275511132553222 170.9940646639443 2.3036286821588865 leaf_count=274 16 2729 83 internal_value=0 4.1215e-05 -0.000482247 internal_weight=0 175.699 3.93118 internal_count=3102 3003 99 is_linear=0 shrinkage=0.000400217 Tree=4235 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=4.98827 5.70739 threshold=-0.52342999999999995 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027234561762339831 -0.002269693393638251 0.0052960161400316058 leaf_weight=2.6224912981269872 111.57069833483547 66.031439171987586 leaf_count=50 2269 776 internal_value=0 0.000544758 internal_weight=0 177.602 internal_count=3095 3045 is_linear=0 shrinkage=0.0204111 Tree=4236 num_leaves=4 num_cat=0 split_feature=148 447 15 split_gain=5.11817 5.65551 2.16922 threshold=-0.082164999999999988 0.085990000000000011 -0.0095499999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025797715328595369 4.4843096482934697e-05 0.018747831316728518 -0.0026354096539217518 leaf_weight=4.248076849617064 159.23384682297183 6.9212649504188439 2.7905186824500552 leaf_count=64 2892 62 30 internal_value=0 0.000836025 -0.0167999 internal_weight=0 166.155 7.0386 internal_count=3048 2954 94 is_linear=0 shrinkage=0.0204111 Tree=4237 num_leaves=4 num_cat=0 split_feature=0 1 3 split_gain=5.72197 9.27576 5.30025 threshold=-0.07087499999999998 0.085880000000000026 0.082205000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020778043797729627 0.00017459032349416488 3.6194652427343067e-05 -0.00012157603233526438 leaf_weight=35.564454400897375 47.657619783072732 83.015716251102276 12.052400201326234 leaf_count=1401 647 892 127 internal_value=0 -3.71051e-05 0.000114694 internal_weight=0 118.58 59.71 internal_count=3067 2293 774 is_linear=0 shrinkage=0.000400217 Tree=4238 num_leaves=3 num_cat=0 split_feature=33 155 split_gain=5.23611 5.21219 threshold=-1.0000000180025095e-35 0.081835000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021518728160635686 0.0014938542924827695 -0.017056128897838578 leaf_weight=4.3931517014279953 162.97204601802514 6.4527894128113976 leaf_count=45 2829 207 internal_value=0 0.000776554 internal_weight=0 169.425 internal_count=3081 3036 is_linear=0 shrinkage=0.0204111 Tree=4239 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=5.12185 10.7738 5.32708 threshold=0.076845000000000011 -0.084074999999999997 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003237955276811608 -0.00027677505333527813 4.6317697727895721e-05 6.674838346694554e-05 leaf_weight=21.04275662942382 7.5936721120961002 31.086004585115006 117.67444537230767 leaf_count=815 151 797 1371 internal_value=0 -0.000103459 4.56956e-05 internal_weight=0 52.1288 125.268 internal_count=3134 1612 1522 is_linear=0 shrinkage=0.000400217 Tree=4240 num_leaves=3 num_cat=0 split_feature=448 38 split_gain=5.09622 4.98583 threshold=-0.083779999999999979 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022730258806299069 0.0011996235130111188 -0.015201594148460016 leaf_weight=3.942235503345727 163.01704675790097 7.9935764662222928 leaf_count=47 2959 77 internal_value=0 0.000423534 internal_weight=0 171.011 internal_count=3083 3036 is_linear=0 shrinkage=0.0204111 Tree=4241 num_leaves=4 num_cat=0 split_feature=123 133 3 split_gain=7.99018 6.64677 1.77939 threshold=1.0000000180025095e-35 0.093800000000000008 0.0010300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00085480627402880285 0.017513820480527697 -0.016516095947656583 0.0025046176873985289 leaf_weight=150.69346811482683 13.970481272321196 9.6596288111904851 4.3482433760073027 leaf_count=2369 188 500 73 internal_value=0 -0.000202407 0.013988 internal_weight=0 160.353 18.3187 internal_count=3130 2869 261 is_linear=0 shrinkage=0.0204111 Tree=4242 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=5.41483 5.4933 threshold=-0.29526499999999994 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021745689295159593 -0.001487318572164671 0.0085889697523690734 leaf_weight=4.7431070660240939 141.27590316256101 26.703663162887096 leaf_count=74 2691 351 internal_value=0 0.00011916 internal_weight=0 167.98 internal_count=3116 3042 is_linear=0 shrinkage=0.0204111 Tree=4243 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=5.39182 4.47096 threshold=-0.40548499999999993 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022711212502873671 0.00054395994101642819 0.014623831232997965 leaf_weight=3.8532306393026365 161.31964866335329 9.865737770451231 leaf_count=115 2787 162 internal_value=0 0.00136444 internal_weight=0 171.185 internal_count=3064 2949 is_linear=0 shrinkage=0.0204111 Tree=4244 num_leaves=4 num_cat=0 split_feature=52 2 1 split_gain=8.78589 7.31534 0.0408444 threshold=-0.32783999999999996 0.090470000000000009 0.15720500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021554254942160636 -0.0056622107859262858 0.0030790526327359982 -0.030606315555187159 leaf_weight=6.3920410908758631 68.375187133642612 95.399238633530331 0.97577148675918568 leaf_count=316 1619 1146 5 internal_value=0 -0.000571766 -0.0231933 internal_weight=0 163.774 7.36781 internal_count=3086 2765 321 is_linear=0 shrinkage=0.0204111 Tree=4245 num_leaves=4 num_cat=0 split_feature=483 158 13 split_gain=4.82411 4.87549 0.637196 threshold=0.10297500000000001 0.084965000000000027 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022951896836884427 -0.011908265669569981 -0.010910042071165334 -0.030157452976011405 leaf_weight=161.53541980334558 1.7116760706703646 12.442117208775015 1.9016515869880084 leaf_count=2684 95 325 25 internal_value=0 0.0013444 -0.0221303 internal_weight=0 173.978 3.61333 internal_count=3129 3009 120 is_linear=0 shrinkage=0.0204111 Tree=4246 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=6.80694 5.49973 threshold=0.27166000000000007 -0.50992999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00048175003279434724 -0.00047514994078069701 5.06552065900105e-06 leaf_weight=3.8549713138490906 4.5299043053528285 170.70554352141335 leaf_count=32 59 2999 internal_value=0 1.58946e-05 internal_weight=0 174.561 internal_count=3090 3031 is_linear=0 shrinkage=0.000400217 Tree=4247 num_leaves=4 num_cat=0 split_feature=52 1374 52 split_gain=6.41492 6.2283 5.9261 threshold=-0.057374999999999995 -0.095439999999999983 -0.0059799999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039524327565191469 -0.00030222450219698823 0.00012863833043511393 -2.5162288064763338e-05 leaf_weight=3.7555378377437583 14.003922441188477 61.427318508096505 99.935224983142689 leaf_count=19 275 908 1916 internal_value=0 9.78287e-05 -5.94785e-05 internal_weight=0 65.1829 113.939 internal_count=3118 927 2191 is_linear=0 shrinkage=0.000400217 Tree=4248 num_leaves=4 num_cat=0 split_feature=132 41 132 split_gain=4.9831 7.46483 3.57374 threshold=0.08018500000000002 0.078150000000000011 0.10994000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060367004778903428 0.013143181883000756 -0.020502975119302047 -0.009806673427839304 leaf_weight=143.38990978106449 16.279930972144943 8.1973968248348665 3.3301406709360881 leaf_count=2614 197 107 132 internal_value=0 -0.0016941 0.00921234 internal_weight=0 151.587 19.6101 internal_count=3050 2721 329 is_linear=0 shrinkage=0.0204111 Tree=4249 num_leaves=3 num_cat=0 split_feature=33 1429 split_gain=5.25828 5.16945 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040131013915140719 -0.0004070970529419814 3.959733223143846e-05 leaf_weight=4.5735937962308517 4.1444673602818503 166.08388787825243 leaf_count=41 149 2865 internal_value=0 2.84614e-05 internal_weight=0 170.228 internal_count=3055 3014 is_linear=0 shrinkage=0.000400217 Tree=4250 num_leaves=4 num_cat=0 split_feature=1 3 453 split_gain=5.78417 6.53031 4.39716 threshold=0.10100500000000003 -0.11550499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011634402163294822 0.00011840977881867247 -0.00011267452359299702 -0.00027903097031334984 leaf_weight=26.113670343765989 63.337672085152008 83.256226884142961 4.6905859410762778 leaf_count=207 751 2077 34 internal_value=0 -5.79299e-05 9.05925e-05 internal_weight=0 109.37 68.0283 internal_count=3069 2284 785 is_linear=0 shrinkage=0.000400217 Tree=4251 num_leaves=3 num_cat=0 split_feature=151 1375 split_gain=4.75104 4.49262 threshold=-0.40941499999999992 -0.43271999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021367590253665379 -0.025298023827068448 0.0013361303874105642 leaf_weight=3.9692979017272583 2.5688550857594228 167.47206617469783 leaf_count=68 17 3015 internal_value=0 0.000917378 internal_weight=0 170.041 internal_count=3100 3032 is_linear=0 shrinkage=0.0204111 Tree=4252 num_leaves=4 num_cat=0 split_feature=150 51 49 split_gain=6.93247 8.48431 8.39566 threshold=0.082085000000000019 -0.078689999999999982 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016231661960557805 -0.014706029296741908 0.011202800402544318 -2.2883986293387149e-05 leaf_weight=14.987020813452544 6.0396357362624249 36.910728208487853 112.57639721037413 leaf_count=244 94 314 2462 internal_value=0 0.00753076 -0.00193977 internal_weight=0 42.9504 127.563 internal_count=3114 408 2706 is_linear=0 shrinkage=0.0204111 Tree=4253 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=5.63217 9.16497 9.13446 threshold=1.0000000180025095e-35 -0.084074999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017954751736217127 -0.006331640982930902 0.00021940313664614163 0.0056236578982045409 leaf_weight=18.146047260612249 39.47681751253549 31.503428654832533 81.219447105075233 leaf_count=779 748 765 784 internal_value=0 -0.0064484 0.00171113 internal_weight=0 49.6495 120.696 internal_count=3076 1544 1532 is_linear=0 shrinkage=0.0204111 Tree=4254 num_leaves=3 num_cat=0 split_feature=1444 1 split_gain=4.79963 5.12141 threshold=-0.084559999999999982 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.029881348795190023 -0.0039071732227195354 0.0033100419031846097 leaf_weight=1.9921418752055604 106.44846140904701 66.435764823807403 leaf_count=28 2320 790 internal_value=0 -0.0011334 internal_weight=0 172.884 internal_count=3138 3110 is_linear=0 shrinkage=0.0204111 Tree=4255 num_leaves=3 num_cat=0 split_feature=1456 128 split_gain=6.6676 6.20588 threshold=-1.0000000180025095e-35 0.085185000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043337726933995402 1.9374062253081069e-05 -0.00041226044407363714 leaf_weight=5.6143099671608061 166.98522392139421 5.3993807311926494 leaf_count=312 2657 206 internal_value=0 5.59571e-06 internal_weight=0 172.385 internal_count=3175 2863 is_linear=0 shrinkage=0.000400217 Tree=4256 num_leaves=4 num_cat=0 split_feature=52 1348 52 split_gain=5.12596 7.1802 6.57628 threshold=-0.048794999999999991 0.084620000000000015 -0.092854999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0023702183025943275 -0.0045561012452777112 0.017743054598990053 0.010596143343870844 leaf_weight=33.367880471982062 103.89359734808386 6.2758425120264283 31.676807557989378 leaf_count=631 2169 30 323 internal_value=0 -0.0032691 0.00395177 internal_weight=0 110.169 65.0447 internal_count=3153 2199 954 is_linear=0 shrinkage=0.0204111 Tree=4257 num_leaves=4 num_cat=0 split_feature=13 13 456 split_gain=6.05977 5.48954 5.09345 threshold=-0.10462499999999998 -0.5318799999999998 0.084065000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013667932052799616 -0.0012922247352777792 0.010251632460917244 -0.018259147986286035 leaf_weight=4.4880541344173244 131.515691049819 30.991046196781099 7.6987065672874442 leaf_count=39 2608 291 177 internal_value=0 0.00719236 -0.00224443 internal_weight=0 35.4791 139.214 internal_count=3115 330 2785 is_linear=0 shrinkage=0.0204111 Tree=4258 num_leaves=4 num_cat=0 split_feature=14 483 48 split_gain=5.80267 5.57839 1.06449 threshold=0.077685000000000018 0.096520000000000009 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019370340666561194 -0.035842484480535376 -0.02075852065238714 -0.01370430615580843 leaf_weight=163.94613122503506 1.5813039718195794 4.5279280484974143 2.4740861089667296 leaf_count=2804 16 168 86 internal_value=0 0.00131368 -0.0230676 internal_weight=0 168.474 4.05539 internal_count=3074 2972 102 is_linear=0 shrinkage=0.0204111 Tree=4259 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=5.22111 4.92845 threshold=-1.0000000180025095e-35 -0.10783 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043280979896181298 8.5928497024185516e-05 -5.2045311929743002e-05 leaf_weight=4.558879696764051 69.682886013528332 102.06004557665437 leaf_count=93 536 2468 internal_value=0 3.95562e-06 internal_weight=0 171.743 internal_count=3097 3004 is_linear=0 shrinkage=0.000400217 Tree=4260 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=6.09074 6.06505 threshold=-1.0000000180025095e-35 -0.49977499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043134684021318601 -0.00034876166286551454 -1.2482984512357186e-05 leaf_weight=4.5909067767206571 8.9610347761772555 161.81078230391722 leaf_count=96 130 2884 internal_value=0 -3.03457e-05 internal_weight=0 170.772 internal_count=3110 3014 is_linear=0 shrinkage=0.000400217 Tree=4261 num_leaves=4 num_cat=0 split_feature=484 38 13 split_gain=5.13708 4.8292 0.250456 threshold=0.11749000000000001 1.0000000180025095e-35 -0.0076199999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9851404326246271e-05 -0.00025206784716540708 -0.00026174697192950138 -0.00055081687489254207 leaf_weight=171.24618952730088 0.95081384119112078 7.7107630816171868 2.0888688492268548 leaf_count=2893 78 74 40 internal_value=0 4.58396e-05 -0.000469643 internal_weight=0 178.957 3.03968 internal_count=3085 2967 118 is_linear=0 shrinkage=0.000400217 Tree=4262 num_leaves=4 num_cat=0 split_feature=1213 1373 475 split_gain=6.02185 5.17534 2.2055 threshold=-1.0000000180025095e-35 0.09586500000000002 -0.084374999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017085954700004114 0.0014474175602172961 -0.025143118830165394 -0.021804579969500141 leaf_weight=0.58824394177645434 161.73753362124262 2.996158401714637 6.3653066773840683 leaf_count=6 2613 33 456 internal_value=0 0.000947042 -0.018296 internal_weight=0 164.734 6.95355 internal_count=3108 2646 462 is_linear=0 shrinkage=0.0204111 Tree=4263 num_leaves=4 num_cat=0 split_feature=4 0 12 split_gain=5.76746 5.2041 4.02303 threshold=-0.49977499999999991 -0.00017999999999999998 -0.076464999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0065242154654589421 -0.0012150307185521819 0.0097696078674166069 -0.024682805410185114 leaf_weight=2.2670893259346485 140.6698488296679 20.485236414475366 6.5432007447816414 leaf_count=18 2801 196 121 internal_value=0 0.000187096 -0.0166714 internal_weight=0 161.155 8.81029 internal_count=3136 2997 139 is_linear=0 shrinkage=0.0204111 Tree=4264 num_leaves=3 num_cat=0 split_feature=1213 33 split_gain=4.91665 5.14824 threshold=-0.082704999999999987 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042728274137542082 -0.00037595880248040322 4.4840301728117193e-05 leaf_weight=3.6878333216591264 4.6803840398788443 165.58172006221139 leaf_count=293 43 2738 internal_value=0 3.30334e-05 internal_weight=0 170.262 internal_count=3074 2781 is_linear=0 shrinkage=0.000400217 Tree=4265 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=5.64249 5.9931 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041609493796439359 0.0011211329170621156 -1.0744461216347477e-05 leaf_weight=5.4296116973273447 0.64057951653376122 172.66474100474443 leaf_count=286 3 2820 internal_value=0 -5.8396e-06 internal_weight=0 173.305 internal_count=3109 2823 is_linear=0 shrinkage=0.000400217 Tree=4266 num_leaves=4 num_cat=0 split_feature=156 42 475 split_gain=4.72524 4.41658 0.607477 threshold=0.11896500000000002 -0.40652499999999997 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.034298450163145568 -0.014596008610027524 0.0010365575604299136 -0.03496960884207518 leaf_weight=1.3744420735165466 1.5258320691064002 172.85684398608282 1.3552586588193651 leaf_count=8 58 2987 39 internal_value=0 0.000735965 -0.0251294 internal_weight=0 174.231 2.88109 internal_count=3092 2995 97 is_linear=0 shrinkage=0.0204111 Tree=4267 num_leaves=4 num_cat=0 split_feature=3 3 15 split_gain=4.639 5.17887 5.00862 threshold=0.17769000000000004 -0.10075499999999998 -0.11033999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0049633116752718417 -0.0059828977000012185 -0.0033895195374495845 0.021332256532243733 leaf_weight=41.985667855013162 4.2280062381178141 116.43273476329341 7.9203861551359278 leaf_count=425 76 2514 72 internal_value=0 -0.00117382 0.0118579 internal_weight=0 158.418 12.1484 internal_count=3087 2939 148 is_linear=0 shrinkage=0.0204111 Tree=4268 num_leaves=4 num_cat=0 split_feature=4 150 47 split_gain=6.29043 6.82808 5.4385 threshold=0.27150500000000005 -0.07009 0.11939500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028104589984387026 0.00022392667934698399 -6.3169553843109359e-05 -0.00033193539697026753 leaf_weight=9.7773071872070414 25.730604254640642 138.82115141148097 3.0647262912243596 leaf_count=88 354 2628 19 internal_value=0 -4.03267e-05 0.000163709 internal_weight=0 148.598 28.7953 internal_count=3089 2716 373 is_linear=0 shrinkage=0.000400217 Tree=4269 num_leaves=3 num_cat=0 split_feature=160 1429 split_gain=5.07056 5.14762 threshold=-0.40187499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022577954643960212 -0.023117387471194562 0.0010277384378404089 leaf_weight=3.9567252596316385 3.6514538483461356 163.14715025264013 leaf_count=224 138 2723 internal_value=0 0.000484015 internal_weight=0 166.799 internal_count=3085 2861 is_linear=0 shrinkage=0.0204111 Tree=4270 num_leaves=4 num_cat=0 split_feature=15 40 4 split_gain=4.97759 5.65786 5.46723 threshold=0.10143000000000001 -0.082804999999999976 -0.49977499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015343253527348713 0.015815540794223547 -0.019472255327441363 0.0016131552638462402 leaf_weight=8.2379954792559129 2.250430714339017 9.7946279640600533 154.51570486376295 leaf_count=134 14 289 2697 internal_value=0 -0.0127943 0.000744926 internal_weight=0 12.0451 162.754 internal_count=3134 303 2831 is_linear=0 shrinkage=0.0204111 Tree=4271 num_leaves=4 num_cat=0 split_feature=0 47 15 split_gain=4.47831 10.698 6.9382 threshold=-0.10783 0.078345000000000012 -0.031974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0081967794961909732 0.0037861890563705225 -0.011791309687741443 -0.0069617637651547826 leaf_weight=55.183412345824763 42.413530079604243 13.870578742586074 60.719036924318061 leaf_count=447 981 105 1562 internal_value=0 0.00416927 -0.00254233 internal_weight=0 69.054 103.133 internal_count=3095 552 2543 is_linear=0 shrinkage=0.0204111 Tree=4272 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=5.85147 7.08367 5.86589 threshold=0.10100500000000003 -0.10075499999999998 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012895904543768611 -0.00041481332391671109 -9.8299237216350636e-05 0.00013858361687067017 leaf_weight=30.084660296677612 3.1130218403413883 80.556803004088579 64.916518991114572 leaf_count=281 98 2054 686 internal_value=0 -3.64372e-05 0.00011262 internal_weight=0 110.641 68.0295 internal_count=3119 2335 784 is_linear=0 shrinkage=0.000400217 Tree=4273 num_leaves=4 num_cat=0 split_feature=42 156 33 split_gain=5.05094 8.58595 6.07279 threshold=-1.0000000180025095e-35 0.050840000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015372931472175168 -0.025677074439871259 0.01179139550501266 0.0016767464318791026 leaf_weight=19.639073758313319 3.3519166009500614 6.332552403851877 142.00144165134407 leaf_count=766 34 80 2204 internal_value=0 -0.00872738 0.00102668 internal_weight=0 25.9716 145.353 internal_count=3084 846 2238 is_linear=0 shrinkage=0.0204111 Tree=4274 num_leaves=4 num_cat=0 split_feature=43 11 34 split_gain=5.25292 7.44052 6.84772 threshold=-0.063379999999999978 0.081005000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0062585148312394095 -0.026938372014978507 -0.019650066660894486 -0.0018731460227636922 leaf_weight=61.428153605491389 4.6428753586951634 4.8842474402626967 101.56953214430541 leaf_count=1340 40 54 1670 internal_value=0 0.00432031 -0.00299604 internal_weight=0 66.3124 106.212 internal_count=3104 1394 1710 is_linear=0 shrinkage=0.0204111 Tree=4275 num_leaves=4 num_cat=0 split_feature=14 0 15 split_gain=4.89884 4.84077 0.610997 threshold=0.077685000000000018 -0.10726999999999999 -0.15097999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0050925531315957296 -0.0080568146919524509 -0.0020507814430552273 -0.026388826825451434 leaf_weight=66.375221308320761 1.1826803314033894 97.348909915337572 2.9150596414692691 leaf_count=472 19 2534 88 internal_value=0 0.000846691 -0.0214529 internal_weight=0 163.724 4.09774 internal_count=3113 3006 107 is_linear=0 shrinkage=0.0204111 Tree=4276 num_leaves=4 num_cat=0 split_feature=484 3 3 split_gain=6.71506 6.43682 3.13871 threshold=-0.0048899999999999994 -0.15490999999999996 0.11762000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021437882724840034 0.013433524154473638 3.1261735001038654e-05 0.0010782878985564647 leaf_weight=8.1299888137145881 16.584167053340934 141.10767836566083 3.7389938589185467 leaf_count=461 184 2424 22 internal_value=0 0.00144929 -0.014401 internal_weight=0 157.692 11.869 internal_count=3091 2608 483 is_linear=0 shrinkage=0.0204111 Tree=4277 num_leaves=4 num_cat=0 split_feature=43 38 52 split_gain=5.96996 5.63295 0.341709 threshold=0.25035000000000007 1.0000000180025095e-35 -0.085924999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012130682784884819 -0.0094658198436010262 -0.016762272871658289 -0.0272708806479449 leaf_weight=162.83909388628672 0.69951922137988765 7.489884528971742 3.2941456185653797 leaf_count=2890 29 74 153 internal_value=0 0.000412145 -0.0244954 internal_weight=0 170.329 3.99366 internal_count=3146 2964 182 is_linear=0 shrinkage=0.0204111 Tree=4278 num_leaves=4 num_cat=0 split_feature=15 16 1 split_gain=5.66409 11.0725 6.48962 threshold=0.084050000000000014 -0.24404999999999996 0.076845000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010923931360765383 0.00025508226270730183 -0.00038579925242966065 7.4299690366929328e-05 leaf_weight=42.452721079083858 6.0148950628936317 14.637316145483053 112.09844805544708 leaf_count=894 61 983 1124 internal_value=0 -0.000198775 2.38419e-05 internal_weight=0 20.6522 154.551 internal_count=3062 1044 2018 is_linear=0 shrinkage=0.000400217 Tree=4279 num_leaves=4 num_cat=0 split_feature=160 159 15 split_gain=5.26809 5.70395 0.13082 threshold=-0.25833999999999996 -0.46979999999999994 -0.099824999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017235316525271151 0.00071033220146529284 1.4165558508423745e-05 -0.00044303256888542092 leaf_weight=0.51825866545550514 1.7943572754156765 170.34549037889519 3.8814861176360855 leaf_count=23 21 2806 233 internal_value=0 2.18793e-05 -0.000416217 internal_weight=0 172.14 4.39974 internal_count=3083 2827 256 is_linear=0 shrinkage=0.000400217 Tree=4280 num_leaves=4 num_cat=0 split_feature=376 150 43 split_gain=4.6216 5.16843 2.76666 threshold=0.048375000000000008 0.082085000000000019 0.0049750000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0031192435245484076 0.0060335299843991951 0.0054150131336692048 0.027603223974537402 leaf_weight=117.25949429196771 9.637499977136029 39.408148203510791 3.2682973528280845 leaf_count=2570 149 355 11 internal_value=0 -0.000970204 0.0116863 internal_weight=0 156.668 12.9058 internal_count=3085 2925 160 is_linear=0 shrinkage=0.0204111 Tree=4281 num_leaves=4 num_cat=0 split_feature=160 159 52 split_gain=4.98517 4.7575 0.093514 threshold=-0.40187499999999993 -0.46979999999999994 0.28122000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020921668905201878 0.00063464812231237813 1.5620734619324003e-05 -0.00044552066689664715 leaf_weight=0.61776271661801629 1.9000112424837414 172.26889911097533 3.5071679239044897 leaf_count=65 26 2848 167 internal_value=0 2.27771e-05 -0.000416595 internal_weight=0 174.169 4.12493 internal_count=3106 2874 232 is_linear=0 shrinkage=0.000400217 Tree=4282 num_leaves=3 num_cat=0 split_feature=147 133 split_gain=4.57887 4.60703 threshold=-1.0000000180025095e-35 -0.39018999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027361890540105346 -0.024014296426306765 0.00054946139966471669 leaf_weight=2.4641588921658686 3.1332584054180179 160.6187238258135 leaf_count=28 168 2863 internal_value=0 6.33665e-05 internal_weight=0 163.752 internal_count=3059 3031 is_linear=0 shrinkage=0.0204111 Tree=4283 num_leaves=4 num_cat=0 split_feature=1 43 2 split_gain=6.85522 7.51152 3.92845 threshold=0.10384000000000002 -0.19537999999999997 0.14780500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019573952842636395 4.3376151643273919e-05 -0.00012390333469761399 0.0003639441441536332 leaf_weight=13.240631459862923 54.766183934174478 100.19588819371711 6.7888234674464902 leaf_count=156 582 2258 120 internal_value=0 -8.64375e-05 7.93278e-05 internal_weight=0 113.437 61.555 internal_count=3116 2414 702 is_linear=0 shrinkage=0.000400217 Tree=4284 num_leaves=4 num_cat=0 split_feature=42 51 43 split_gain=9.45297 9.97459 6.13096 threshold=0.077855000000000021 0.084415000000000004 0.0035350000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015335052422199469 -0.014578759036987909 0.0089785093300584796 0.011380520889767577 leaf_weight=94.386190057455678 39.83523070186493 9.1353192366659624 18.166475222373265 leaf_count=1304 1304 201 276 internal_value=0 -0.0101738 0.000560112 internal_weight=0 48.9705 112.553 internal_count=3085 1505 1580 is_linear=0 shrinkage=0.0204111 Tree=4285 num_leaves=4 num_cat=0 split_feature=12 2 4 split_gain=7.54184 6.71944 6.23906 threshold=0.099610000000000018 0.088930000000000023 0.25367000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8253390864467878e-05 -0.0003889632101877152 9.2900834658679027e-05 7.450347149631164e-05 leaf_weight=60.246336116135353 13.553494433726884 93.802687978575705 7.0059105996042481 leaf_count=1455 402 1179 68 internal_value=0 2.59567e-05 -0.000231482 internal_weight=0 154.049 20.5594 internal_count=3104 2634 470 is_linear=0 shrinkage=0.000400217 Tree=4286 num_leaves=4 num_cat=0 split_feature=160 159 148 split_gain=5.25213 5.0478 3.71077 threshold=-0.20907999999999996 -0.46979999999999994 0.087215000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020564997804438427 0.032883619777067497 0.00024853675639013617 0.016499964909994065 leaf_weight=7.7071866399928677 1.8875713924062427 158.08795920910779 1.2283908221870659 leaf_count=309 31 2736 5 internal_value=0 0.000656332 -0.0153285 internal_weight=0 159.976 8.93558 internal_count=3081 2767 314 is_linear=0 shrinkage=0.0204111 Tree=4287 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=5.26622 5.81095 threshold=1.0000000180025095e-35 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.970238767551999e-06 -0.00039006417794497714 0.00041031675681709487 leaf_weight=162.30281784373801 5.1638759463094166 5.6687749645207068 leaf_count=2921 53 114 internal_value=0 1.60154e-05 internal_weight=0 167.972 internal_count=3088 3035 is_linear=0 shrinkage=0.000400217 Tree=4288 num_leaves=3 num_cat=0 split_feature=39 124 split_gain=6.4949 4.72834 threshold=-0.042029999999999991 0.10230000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022881030878794069 -0.00017692702023478207 0.021259558474794615 leaf_weight=5.0395477504935107 162.49245393666206 4.2909551402553907 leaf_count=51 2996 33 internal_value=0 0.000388477 internal_weight=0 166.783 internal_count=3080 3029 is_linear=0 shrinkage=0.0204111 Tree=4289 num_leaves=4 num_cat=0 split_feature=156 1212 475 split_gain=4.83911 4.41251 0.454345 threshold=0.11896500000000002 -1.0000000180025095e-35 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021586969774500444 -0.016534167962002699 0.0017540347254930248 -0.036182340511128619 leaf_weight=3.3333731710299608 1.4037703786743807 164.24576515376975 1.1400697030476283 leaf_count=230 53 2721 41 internal_value=0 0.00127565 -0.0264941 internal_weight=0 167.579 2.54384 internal_count=3045 2951 94 is_linear=0 shrinkage=0.0204111 Tree=4290 num_leaves=3 num_cat=0 split_feature=151 38 split_gain=4.9746 4.90419 threshold=-0.52342999999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025774063850562853 0.002791790864900728 -0.013214508699840951 leaf_weight=2.6161558417370534 162.68581768708827 8.2755190024035965 leaf_count=52 2887 82 internal_value=0 0.00200885 internal_weight=0 170.961 internal_count=3021 2969 is_linear=0 shrinkage=0.0204111 Tree=4291 num_leaves=4 num_cat=0 split_feature=133 484 1 split_gain=5.11938 4.94 0.0118914 threshold=-0.39935999999999994 -0.0048899999999999994 0.11751000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041102207325157785 -0.00020188396705832302 4.5522672953067175e-05 -0.00061087131657229369 leaf_weight=2.0512846615019948 13.964747700272708 158.33115560334409 0.93752777483314265 leaf_count=175 475 2442 6 internal_value=0 2.5352e-05 -0.000493505 internal_weight=0 172.296 2.98881 internal_count=3098 2917 181 is_linear=0 shrinkage=0.000400217 Tree=4292 num_leaves=4 num_cat=0 split_feature=1 133 3 split_gain=5.18212 6.9717 4.41502 threshold=0.10100500000000003 0.10681500000000001 0.090170000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011029222978168477 0.0092066182137208064 -0.026265410641826616 -0.0012001824491598672 leaf_weight=101.33951147408516 41.012780510121956 4.693632027716375 28.892238751286641 leaf_count=1908 539 395 268 internal_value=0 -0.00224329 0.00491037 internal_weight=0 106.033 69.905 internal_count=3110 2303 807 is_linear=0 shrinkage=0.0204111 Tree=4293 num_leaves=3 num_cat=0 split_feature=1444 474 split_gain=4.70259 4.20067 threshold=-0.084559999999999982 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.029486613024350346 -0.025616696196189549 -0.00075561844115416886 leaf_weight=1.9967190595343698 2.7697833485435686 162.98352977640752 leaf_count=28 118 2953 internal_value=0 -0.00118807 internal_weight=0 165.753 internal_count=3099 3071 is_linear=0 shrinkage=0.0204111 Tree=4294 num_leaves=4 num_cat=0 split_feature=1 16 16 split_gain=5.65016 9.05406 8.96445 threshold=1.0000000180025095e-35 0.11092500000000001 0.018230000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025275273039768696 8.101539466319024e-05 -0.00023326250868831616 8.8265208293183235e-05 leaf_weight=31.438091260934016 107.09059088130016 16.903130155638792 20.210782341862796 leaf_count=1278 1236 290 310 internal_value=0 3.80005e-05 -0.000119406 internal_weight=0 123.994 51.6489 internal_count=3114 1526 1588 is_linear=0 shrinkage=0.000400217 Tree=4295 num_leaves=4 num_cat=0 split_feature=401 1429 13 split_gain=5.62352 5.09851 2.1174 threshold=0.083100000000000021 -1.0000000180025095e-35 -0.17030499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042714396198981989 0.00034790466195881075 4.7161944497918615e-05 -0.00042116580264386677 leaf_weight=3.598295855059404 0.55271028331480909 169.37447723100195 5.6454798094928256 leaf_count=143 19 2657 263 internal_value=0 3.70252e-05 -0.000347629 internal_weight=0 172.973 6.19819 internal_count=3082 2800 282 is_linear=0 shrinkage=0.000400217 Tree=4296 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=5.82088 8.54866 8.03263 threshold=1.0000000180025095e-35 -0.10462499999999998 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012624585007520902 -0.00039554096721881741 -0.00010901399206176741 0.00029151259950702655 leaf_weight=31.068845205125399 3.1893142838962403 119.82452524628025 15.757929657120256 leaf_count=284 39 2553 221 internal_value=0 -6.05165e-05 0.000174219 internal_weight=0 150.893 18.9472 internal_count=3097 2837 260 is_linear=0 shrinkage=0.000400217 Tree=4297 num_leaves=4 num_cat=0 split_feature=52 147 484 split_gain=5.71171 11.7997 6.81266 threshold=0.17160000000000003 1.0000000180025095e-35 -0.0048899999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015832717236917124 -0.023701448785128632 0.023711815544364998 0.0023351839274879404 leaf_weight=9.0096697306144033 9.578287847543832 2.7261960804462424 150.08905348666303 leaf_count=412 361 6 2335 internal_value=0 -0.0130774 0.00129593 internal_weight=0 12.3045 159.099 internal_count=3114 367 2747 is_linear=0 shrinkage=0.0204111 Tree=4298 num_leaves=4 num_cat=0 split_feature=15 49 12 split_gain=5.13839 6.12162 5.99224 threshold=0.084580000000000016 -0.085934999999999984 0.091535000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01186820721550438 -0.022576951721464216 0.0028202071364896754 -0.00014971295979545089 leaf_weight=12.837038705823941 8.3067748762405262 135.73252558980312 12.096101380651815 leaf_count=132 563 1967 443 internal_value=0 0.00154308 -0.00935407 internal_weight=0 148.57 20.4029 internal_count=3105 2099 1006 is_linear=0 shrinkage=0.0204111 Tree=4299 num_leaves=3 num_cat=0 split_feature=52 43 split_gain=5.29496 5.37207 threshold=-0.42985499999999993 -0.07440999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020906353075770483 0.0053190830310845824 -0.0022969775977000361 leaf_weight=4.8836981591593931 59.834296950051794 108.16815635713283 leaf_count=292 1102 1746 internal_value=0 0.000417229 internal_weight=0 168.002 internal_count=3140 2848 is_linear=0 shrinkage=0.0204111 Tree=4300 num_leaves=4 num_cat=0 split_feature=484 456 123 split_gain=5.17395 5.37677 3.96394 threshold=-0.0048899999999999994 0.08542000000000001 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029647006251611702 4.8348132651864962e-05 -0.00033271296994358431 0.00040081383315369114 leaf_weight=12.059871147619559 161.51448141341098 6.0458924588747314 1.365087792277335 leaf_count=476 2529 106 11 internal_value=0 3.43857e-05 -0.000222839 internal_weight=0 167.56 13.425 internal_count=3122 2635 487 is_linear=0 shrinkage=0.000400217 Tree=4301 num_leaves=4 num_cat=0 split_feature=15 15 1456 split_gain=7.02096 5.48119 5.40278 threshold=0.082805000000000004 0.6266250000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018771085760746131 -0.013231848866299993 0.037135383804971243 -0.019915202619871883 leaf_weight=139.15246309121721 21.379540558147713 0.83348975807893921 4.794958306971238 leaf_count=1774 1105 5 187 internal_value=0 -0.0111652 0.00113628 internal_weight=0 22.213 143.947 internal_count=3071 1110 1961 is_linear=0 shrinkage=0.0204111 Tree=4302 num_leaves=4 num_cat=0 split_feature=13 39 42 split_gain=5.90337 7.66782 4.4643 threshold=-0.10462499999999998 0.0047850000000000011 0.083855000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024108515332254941 -9.3663351475712495e-05 0.00015289842923601348 -8.777360661449853e-05 leaf_weight=21.796515360707421 114.69861332280561 24.411915450415108 9.4006771979038586 leaf_count=189 2440 323 119 internal_value=0 -5.03071e-05 0.00014203 internal_weight=0 139.111 31.1972 internal_count=3071 2763 308 is_linear=0 shrinkage=0.000400217 Tree=4303 num_leaves=4 num_cat=0 split_feature=133 2 15 split_gain=4.47638 4.71347 0.690213 threshold=0.13997000000000001 0.15412000000000003 -0.13964499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4889800979701003e-05 0.00012020181666478862 0.00037362123980808293 -0.00042572651821397197 leaf_weight=162.87652739306213 0.36032020626589645 5.974513466237112 3.9839405628154045 leaf_count=2675 18 106 302 internal_value=0 2.78221e-05 -0.000378564 internal_weight=0 168.851 4.34426 internal_count=3101 2781 320 is_linear=0 shrinkage=0.000400217 Tree=4304 num_leaves=4 num_cat=0 split_feature=52 41 3 split_gain=5.10319 4.74452 4.17014 threshold=-0.27269499999999997 0.082980000000000012 -0.33698499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058776959694562989 4.0749787935694283e-05 -0.00027467991428914049 -0.00035062251250359775 leaf_weight=0.72762119770049949 151.82491364347516 7.9310921138385302 8.8876930836122465 leaf_count=1 2610 104 341 internal_value=0 2.49089e-05 -0.000273663 internal_weight=0 159.756 9.61531 internal_count=3056 2714 342 is_linear=0 shrinkage=0.000400217 Tree=4305 num_leaves=3 num_cat=0 split_feature=1365 133 split_gain=5.82202 4.45379 threshold=1.0000000180025095e-35 0.13997000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002204096935833455 -0.023674640995156222 -0.018099584775241605 leaf_weight=167.32748299191007 3.7523931344039729 4.5142012014694037 leaf_count=2715 57 327 internal_value=0 0.00165929 internal_weight=0 171.842 internal_count=3099 3042 is_linear=0 shrinkage=0.0204111 Tree=4306 num_leaves=3 num_cat=0 split_feature=156 484 split_gain=4.41031 4.38272 threshold=-1.0000000180025095e-35 0.11975000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042907951666251509 2.9271106320010052e-05 -0.00050889511520839739 leaf_weight=3.435831572074675 171.38860869052587 2.3468010936339843 leaf_count=159 2867 84 internal_value=0 2.16785e-05 internal_weight=0 173.735 internal_count=3110 2951 is_linear=0 shrinkage=0.000400217 Tree=4307 num_leaves=3 num_cat=0 split_feature=52 158 split_gain=5.94654 5.08617 threshold=-0.42985499999999993 0.084965000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041276704772610207 4.4211354741063016e-05 -0.00021139153750340545 leaf_weight=5.0322766812168984 157.2083387857856 13.432213893480364 leaf_count=276 2481 344 internal_value=0 2.39658e-05 internal_weight=0 170.641 internal_count=3101 2825 is_linear=0 shrinkage=0.000400217 Tree=4308 num_leaves=3 num_cat=0 split_feature=1373 1 split_gain=5.3937 5.09352 threshold=0.099250000000000019 0.076845000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.769609660843876e-05 -0.00050351652876263467 6.1911083514479197e-05 leaf_weight=51.866687235451536 3.133326973184011 121.92026067804545 leaf_count=1591 26 1481 internal_value=0 1.72331e-05 internal_weight=0 173.787 internal_count=3098 3072 is_linear=0 shrinkage=0.000400217 Tree=4309 num_leaves=4 num_cat=0 split_feature=15 13 12 split_gain=4.79345 9.9052 5.84893 threshold=0.084580000000000016 -0.24921999999999997 0.085685000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0049985987262683605 0.037364545029214775 -0.012353906366399256 -0.0035645026852640124 leaf_weight=101.61697386502055 1.7167713185772324 19.449204803269822 49.25751477558515 leaf_count=1092 9 1014 991 internal_value=0 -0.00814585 0.00220235 internal_weight=0 21.166 150.874 internal_count=3106 1023 2083 is_linear=0 shrinkage=0.0204111 Tree=4310 num_leaves=4 num_cat=0 split_feature=150 51 52 split_gain=6.40439 10.8724 5.65432 threshold=0.081245000000000026 -0.067854999999999985 0.28122000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.8758892629722696e-05 -0.00036326452179897748 0.00022045163956361356 -0.00039904108739614175 leaf_weight=122.84442687238334 5.899577659321948 34.274482488632202 6.8707256908819536 leaf_count=2432 97 298 274 internal_value=0 0.000133961 -4.86992e-05 internal_weight=0 40.1741 129.715 internal_count=3101 395 2706 is_linear=0 shrinkage=0.000400217 Tree=4311 num_leaves=4 num_cat=0 split_feature=123 130 133 split_gain=5.67967 4.80031 4.48798 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045356146393191969 -0.015946147999912265 -0.021799576889304076 0.014494984591199992 leaf_weight=149.49212765667471 2.2043865858577218 4.410019019356695 16.426340493373573 leaf_count=2484 31 370 237 internal_value=0 -0.00108063 0.0108194 internal_weight=0 153.902 18.6307 internal_count=3122 2854 268 is_linear=0 shrinkage=0.0204111 Tree=4312 num_leaves=3 num_cat=0 split_feature=457 14 split_gain=4.90808 4.32299 threshold=0.53894500000000012 0.073890000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00072629545319802551 -0.027018505525000465 -0.020436393556494223 leaf_weight=167.43159856896091 2.6893410459160796 4.0083231601747675 leaf_count=2989 14 105 internal_value=0 0.000218489 internal_weight=0 171.44 internal_count=3108 3094 is_linear=0 shrinkage=0.0204111 Tree=4313 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=5.48405 6.61992 4.19759 threshold=0.27150500000000005 0.080320000000000016 0.12011000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031092244914579791 0.012551724080581467 -0.020788416764154764 -0.010607319753826 leaf_weight=137.63552642811555 23.372489947709258 6.3749707931419826 3.6988242454826823 leaf_count=2598 330 142 27 internal_value=0 -0.000638515 0.00935679 internal_weight=0 144.01 27.0713 internal_count=3097 2740 357 is_linear=0 shrinkage=0.0204111 Tree=4314 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=4.87881 4.92242 threshold=-0.094679999999999986 0.079930000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034654059805188411 1.543104991848438e-05 0.0002080906823142257 leaf_weight=5.1988477082923046 149.08267838481697 24.663670846261084 leaf_count=54 2816 223 internal_value=0 4.28959e-05 internal_weight=0 173.746 internal_count=3093 3039 is_linear=0 shrinkage=0.000400217 Tree=4315 num_leaves=4 num_cat=0 split_feature=3 47 11 split_gain=6.69945 6.67709 6.30492 threshold=-0.10643499999999999 0.09252500000000001 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012781030188932197 0.00016330145328416059 -0.0123110126419422 -0.0057111815999951656 leaf_weight=28.336732858442701 111.69969691803271 21.170197654166259 10.447710085660217 leaf_count=224 2433 299 157 internal_value=0 -0.00183293 0.00779752 internal_weight=0 132.87 38.7844 internal_count=3113 2732 381 is_linear=0 shrinkage=0.0204111 Tree=4316 num_leaves=4 num_cat=0 split_feature=376 160 2 split_gain=5.60594 5.87172 1.62928 threshold=1.0000000180025095e-35 -0.091964999999999977 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028562243164395769 8.1372353709596761e-05 -3.0500792016469092e-06 0.00035873375005542849 leaf_weight=12.684452963658257 6.0917350251693261 148.1357585505466 7.7859574477188289 leaf_count=436 88 2504 77 internal_value=0 -2.55208e-05 0.000238609 internal_weight=0 160.82 13.8777 internal_count=3105 2940 165 is_linear=0 shrinkage=0.000400217 Tree=4317 num_leaves=3 num_cat=0 split_feature=48 1 split_gain=4.17903 4.19555 threshold=-0.095559999999999992 0.099515000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018358840767864631 -0.0020602591038037556 0.0045533078969717351 leaf_weight=4.8902433344628653 100.18317332508741 66.321995366772171 leaf_count=49 2219 794 internal_value=0 0.000575333 internal_weight=0 166.505 internal_count=3062 3013 is_linear=0 shrinkage=0.0204111 Tree=4318 num_leaves=4 num_cat=0 split_feature=1 49 12 split_gain=5.73449 7.47967 4.49086 threshold=0.10100500000000003 -0.083659999999999984 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032711715502929282 0.00027320399328534641 -2.120116085281378e-06 4.4581440994803939e-05 leaf_weight=12.733952317852525 18.787460249383003 96.941453632302 50.846653405344114 leaf_count=121 299 2199 505 internal_value=0 -4.01493e-05 0.000106604 internal_weight=0 109.675 69.6341 internal_count=3124 2320 804 is_linear=0 shrinkage=0.000400217 Tree=4319 num_leaves=4 num_cat=0 split_feature=482 156 482 split_gain=4.38122 4.21254 0.0712611 threshold=0.10022500000000002 -1.0000000180025095e-35 0.11830000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042465762509636919 -0.00031135183214244595 3.4373857176171688e-05 -0.00052692575071050594 leaf_weight=3.1526926728547542 1.0855338137480424 168.27181507060595 1.8189614685834383 leaf_count=142 54 2817 47 internal_value=0 2.56601e-05 -0.000460904 internal_weight=0 171.425 2.9045 internal_count=3060 2959 101 is_linear=0 shrinkage=0.000400217 Tree=4320 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=5.47366 6.40459 threshold=0.12641000000000005 0.18595000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00021864108873607957 -0.030049428005893632 0.018384055431866136 leaf_weight=156.2523494494817 2.3358629476279011 7.9984309361316255 leaf_count=2909 18 137 internal_value=0 0.000699151 internal_weight=0 164.251 internal_count=3064 3046 is_linear=0 shrinkage=0.0204111 Tree=4321 num_leaves=3 num_cat=0 split_feature=51 13 split_gain=4.77432 5.30292 threshold=-0.40548499999999993 0.042310000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022395451385831541 -0.0010907544686664153 0.0081382018403337412 leaf_weight=3.7157960649929 136.89573367789853 31.884689579688711 leaf_count=118 2499 443 internal_value=0 0.000656948 internal_weight=0 168.78 internal_count=3060 2942 is_linear=0 shrinkage=0.0204111 Tree=4322 num_leaves=4 num_cat=0 split_feature=1456 14 147 split_gain=5.30027 4.79819 1.97467 threshold=-1.0000000180025095e-35 0.073890000000000011 0.085765000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021924389174291303 0.0023097901070569492 -0.020421321750471289 0.011772362318671065 leaf_weight=5.2727024998166589 164.11391552642453 3.8508187173865727 0.76512655802071083 leaf_count=292 2680 92 10 internal_value=0 0.00177539 -0.0175177 internal_weight=0 167.965 6.03783 internal_count=3074 2772 302 is_linear=0 shrinkage=0.0204111 Tree=4323 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=5.16004 8.34818 5.01254 threshold=0.099515000000000006 -0.078079999999999997 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9898179218157269e-05 -0.00041909312484818181 -0.00015936221616299698 9.5033783510357813e-05 leaf_weight=36.379969560730387 3.0816770276287562 64.870977817598032 62.881863025715575 leaf_count=853 106 1449 686 internal_value=0 -7.34015e-05 7.03454e-05 internal_weight=0 101.251 65.9635 internal_count=3094 2302 792 is_linear=0 shrinkage=0.000400217 Tree=4324 num_leaves=4 num_cat=0 split_feature=483 15 13 split_gain=5.07978 5.44505 0.598209 threshold=0.10297500000000001 -0.24269999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029347193018451211 -0.00023811098179874529 -7.3970952816915696e-07 -0.00058259869402652899 leaf_weight=10.629275517072527 1.6460596613760574 162.59753144973365 2.1456180136301546 leaf_count=220 104 2757 25 internal_value=0 1.74912e-05 -0.000444167 internal_weight=0 173.227 3.79168 internal_count=3106 2977 129 is_linear=0 shrinkage=0.000400217 Tree=4325 num_leaves=4 num_cat=0 split_feature=2 43 43 split_gain=6.05736 7.47485 6.7029 threshold=0.097925000000000012 -0.27157999999999993 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031224127755093357 -0.00045051477656684236 -9.1683744534513831e-05 0.00012035892938730444 leaf_weight=7.8401546628447241 3.3581707610283038 95.374558222014457 66.087867997674039 leaf_count=102 43 2051 883 internal_value=0 -6.06966e-05 9.20727e-05 internal_weight=0 103.215 69.446 internal_count=3079 2153 926 is_linear=0 shrinkage=0.000400217 Tree=4326 num_leaves=4 num_cat=0 split_feature=2 149 1 split_gain=5.02804 6.10511 3.53952 threshold=0.14059000000000002 0.10096000000000001 0.109225 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042556035936137476 -0.011876233372758711 -0.03254181287977425 0.019069215936365087 leaf_weight=155.9888514928316 1.7911152888555069 2.3936126744374624 8.5861151772551221 leaf_count=2880 35 26 142 internal_value=0 -0.000933575 0.0136583 internal_weight=0 158.382 10.3772 internal_count=3083 2906 177 is_linear=0 shrinkage=0.0204111 Tree=4327 num_leaves=4 num_cat=0 split_feature=38 13 2 split_gain=4.22138 6.91771 1.00433 threshold=1.0000000180025095e-35 -0.47365999999999991 0.10745500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038523895795226692 -0.00043326178429519308 -7.6706453792105862e-06 -0.00014781507127921436 leaf_weight=7.4023472266271702 3.7455222057178599 160.02197444660123 4.4154834964429028 leaf_count=69 43 2983 38 internal_value=0 9.94696e-06 -0.000282913 internal_weight=0 167.424 8.16101 internal_count=3133 3052 81 is_linear=0 shrinkage=0.000400217 Tree=4328 num_leaves=4 num_cat=0 split_feature=156 1 475 split_gain=4.60327 4.59497 0.584322 threshold=0.11896500000000002 0.12811000000000003 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7418308115941444e-06 -0.0002648547556482269 0.00021949740846942672 -0.00065736429547400921 leaf_weight=150.91519381747639 1.4429286186350512 17.92158260778524 1.3972326451330435 leaf_count=2692 60 254 44 internal_value=0 2.85619e-05 -0.000475561 internal_weight=0 168.837 2.84016 internal_count=3050 2946 104 is_linear=0 shrinkage=0.000400217 Tree=4329 num_leaves=3 num_cat=0 split_feature=1365 38 split_gain=4.67681 4.59452 threshold=1.0000000180025095e-35 0.089560000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019636716316039238 -0.020532974035910846 -0.016943889961980041 leaf_weight=160.26962731634558 4.0659172215964636 5.4278363420162341 leaf_count=2998 61 60 internal_value=0 0.00133328 internal_weight=0 165.697 internal_count=3119 3058 is_linear=0 shrinkage=0.0204111 Tree=4330 num_leaves=4 num_cat=0 split_feature=15 43 148 split_gain=5.13727 5.35755 5.17286 threshold=0.082805000000000004 0.23693500000000003 -0.084284999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004217632641632577 -0.00025737609533383108 0.00044986664467435176 3.2291387742370051e-05 leaf_weight=4.020313801476731 18.650552199804228 1.7864114040276025 146.63473290931142 leaf_count=63 1026 75 1912 internal_value=0 -0.000193441 1.98705e-05 internal_weight=0 20.437 150.655 internal_count=3076 1101 1975 is_linear=0 shrinkage=0.000400217 Tree=4331 num_leaves=4 num_cat=0 split_feature=1 12 2 split_gain=4.43254 5.96839 2.63074 threshold=0.11584000000000001 0.10042000000000002 0.14780500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1034754006735801e-05 6.0523220983859822e-05 -0.00030298448932982645 0.00034943979631624889 leaf_weight=128.53940262529068 26.53804974607192 13.157444010255857 6.1430773301981381 leaf_count=2293 313 344 115 internal_value=0 -4.74341e-05 0.000115839 internal_weight=0 141.697 32.6811 internal_count=3065 2637 428 is_linear=0 shrinkage=0.000400217 Tree=4332 num_leaves=3 num_cat=0 split_feature=52 42 split_gain=6.21233 6.54315 threshold=-0.42985499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041500928067279434 -0.00015849349110397804 6.4353015102961591e-05 leaf_weight=5.042898571380646 24.696702559507685 141.31705170572968 leaf_count=279 792 1980 internal_value=0 3.11172e-05 internal_weight=0 166.014 internal_count=3051 2772 is_linear=0 shrinkage=0.000400217 Tree=4333 num_leaves=4 num_cat=0 split_feature=160 133 48 split_gain=5.05401 4.96376 0.0828781 threshold=-0.25833999999999996 -0.26577499999999993 0.086185000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044190986954508507 -0.00042577447078926794 2.6020975596152246e-05 -0.00021954356361565455 leaf_weight=3.7182811059465157 3.8767459041846442 166.09831477240368 0.66772547445725638 leaf_count=236 177 2633 34 internal_value=0 1.5443e-05 -0.000414365 internal_weight=0 169.975 4.38601 internal_count=3080 2810 270 is_linear=0 shrinkage=0.000400217 Tree=4334 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=4.99637 5.0749 threshold=-1.0000000180025095e-35 -0.10075499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043275025269522502 0.00013218101288708364 -3.0262949515482437e-05 leaf_weight=4.4654971270356318 40.494477276108228 127.5055777241796 leaf_count=88 401 2539 internal_value=0 8.95425e-06 internal_weight=0 168 internal_count=3028 2940 is_linear=0 shrinkage=0.000400217 Tree=4335 num_leaves=3 num_cat=0 split_feature=448 1348 split_gain=5.19244 5.579 threshold=-0.083779999999999979 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046538313919533726 2.474807192229486e-06 0.00039160393679478142 leaf_weight=3.5520831798203281 170.07627624830639 6.0017024748958638 leaf_count=49 3055 42 internal_value=0 1.59789e-05 internal_weight=0 176.078 internal_count=3146 3097 is_linear=0 shrinkage=0.000400217 Tree=4336 num_leaves=3 num_cat=0 split_feature=160 2 split_gain=5.46948 5.02875 threshold=-0.40187499999999993 0.153865 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044176498400462299 7.8020368784500895e-07 0.00038833077238862012 leaf_weight=4.2230076565756454 163.09888323937776 5.4332309439778319 leaf_count=247 2758 96 internal_value=0 1.35238e-05 internal_weight=0 168.532 internal_count=3101 2854 is_linear=0 shrinkage=0.000400217 Tree=4337 num_leaves=4 num_cat=0 split_feature=2 1429 4 split_gain=5.18505 8.78671 5.077 threshold=0.092120000000000021 0.084545000000000009 -0.49096999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014290312380567895 -0.00029504216489875863 0.00024472904868654097 7.3481877250041581e-05 leaf_weight=72.102195248473436 6.3493648236617437 10.658959083899388 81.926766549906461 leaf_count=1734 106 121 1105 internal_value=0 -9.27161e-05 4.66352e-05 internal_weight=0 82.7612 88.2761 internal_count=3066 1855 1211 is_linear=0 shrinkage=0.000400217 Tree=4338 num_leaves=3 num_cat=0 split_feature=31 14 split_gain=4.96796 5.03276 threshold=-1.0000000180025095e-35 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022175800086382622 0.00018649032844031678 -0.023866677867194156 leaf_weight=4.0706175751984111 163.97523697372526 3.5939557476667678 leaf_count=90 2926 95 internal_value=0 -0.000344985 internal_weight=0 167.569 internal_count=3111 3021 is_linear=0 shrinkage=0.0204111 Tree=4339 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=6.08879 8.3103 7.40166 threshold=0.097925000000000012 -0.23211999999999997 0.082085000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.024842378320127409 0.00058771243546103485 -0.0050336465758767587 0.016418689339069481 leaf_weight=3.9335418904665849 58.68379124601779 95.136363729659934 15.459175829077138 leaf_count=24 793 2139 163 internal_value=0 -0.00382072 0.00390833 internal_weight=0 99.0699 74.143 internal_count=3119 2163 956 is_linear=0 shrinkage=0.0204111 Tree=4340 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=5.52276 7.59338 6.31691 threshold=-0.24269999999999997 -0.19153499999999998 0.11570500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036741167988266031 -0.00046329043879923208 1.6750816635049273e-06 -0.00038172916472073459 leaf_weight=11.377501887967808 5.7224487607600159 157.33116510031687 2.044061876833438 leaf_count=222 88 2752 21 internal_value=0 -1.49498e-05 0.000251106 internal_weight=0 163.054 13.4216 internal_count=3083 2840 243 is_linear=0 shrinkage=0.000400217 Tree=4341 num_leaves=4 num_cat=0 split_feature=453 0 47 split_gain=5.74336 4.76194 1.59154 threshold=1.0000000180025095e-35 -0.23098999999999997 0.093765000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002744483826826616 -0.00015910313456624715 -7.8274069194552726e-06 -0.00056063066386868952 leaf_weight=10.07957832328975 3.1513071348890653 157.5338182542182 3.3311612461693585 leaf_count=73 46 2985 34 internal_value=0 9.31938e-06 -0.000371453 internal_weight=0 167.613 6.48247 internal_count=3138 3058 80 is_linear=0 shrinkage=0.000400217 Tree=4342 num_leaves=4 num_cat=0 split_feature=1429 1373 159 split_gain=4.79649 4.96971 0.436242 threshold=-1.0000000180025095e-35 0.099250000000000019 0.10662500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017539801521600191 0.00084125534662001845 -0.025527095066707167 -0.035279588010160026 leaf_weight=2.7234793081734092 161.68296424564323 2.9217036592308423 0.92556113470345724 leaf_count=134 2873 26 11 internal_value=0 0.000356188 -0.0229558 internal_weight=0 164.605 3.64904 internal_count=3044 2899 145 is_linear=0 shrinkage=0.0204111 Tree=4343 num_leaves=4 num_cat=0 split_feature=132 52 0 split_gain=4.16787 6.40228 4.89156 threshold=0.08018500000000002 -0.28763999999999995 -0.072334999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020291623608566008 -0.002938887490424087 -0.0013739455704517396 0.01744770675981374 leaf_weight=7.7500395087990901 9.3978372323326784 143.79538546646654 10.077682804432696 leaf_count=302 208 2477 117 internal_value=0 -0.00235566 0.00764967 internal_weight=0 151.545 19.4755 internal_count=3104 2779 325 is_linear=0 shrinkage=0.0204111 Tree=4344 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=4.4681 4.43786 threshold=-0.51586999999999994 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020736165144117451 -0.00075506599947901851 0.0061005112134138381 leaf_weight=3.6443604021915226 106.67418917531904 62.189300250262022 leaf_count=216 2177 701 internal_value=0 0.00177209 internal_weight=0 168.863 internal_count=3094 2878 is_linear=0 shrinkage=0.0204111 Tree=4345 num_leaves=4 num_cat=0 split_feature=3 124 39 split_gain=6.67776 5.68154 5.47181 threshold=0.17769000000000004 -0.048219999999999992 -0.042029999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018635275938917742 -0.00016406216959179978 -5.9199764842627336e-05 0.0004492165394688716 leaf_weight=16.759541048726533 3.1501653888262799 143.23263604375825 8.3383941571228188 leaf_count=221 27 2695 117 internal_value=0 -3.33652e-05 0.000281095 internal_weight=0 159.992 11.4886 internal_count=3060 2916 144 is_linear=0 shrinkage=0.000400217 Tree=4346 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=5.75792 10.0907 6.00119 threshold=1.0000000180025095e-35 -0.084074999999999997 0.084630000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032160307747576501 8.7289430358668553e-05 3.7492054590770617e-05 -0.00021312966008657971 leaf_weight=20.18307629233459 109.68050989042968 32.724762595622451 11.687963868142104 leaf_count=774 1108 785 390 internal_value=0 -9.9884e-05 5.81889e-05 internal_weight=0 52.9078 121.368 internal_count=3057 1559 1498 is_linear=0 shrinkage=0.000400217 Tree=4347 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=5.50052 4.55295 threshold=-1.0000000180025095e-35 -0.10726999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043183464647416215 6.5211578563565339e-05 -6.6134083324931699e-05 leaf_weight=4.5515231504105023 75.032706488622352 96.522008771993569 leaf_count=96 571 2435 internal_value=0 -8.6825e-06 internal_weight=0 171.555 internal_count=3102 3006 is_linear=0 shrinkage=0.000400217 Tree=4348 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=5.79571 6.0197 threshold=-1.0000000180025095e-35 -0.17030499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044492556997782285 0.00019293436915762455 -3.7356348210868505e-05 leaf_weight=4.4872487653046838 20.498460998293012 154.13438947839313 leaf_count=99 177 2846 internal_value=0 -1.02184e-05 internal_weight=0 174.633 internal_count=3122 3023 is_linear=0 shrinkage=0.000400217 Tree=4349 num_leaves=4 num_cat=0 split_feature=4 160 12 split_gain=5.09186 4.90609 4.13063 threshold=-0.49977499999999991 -0.40187499999999993 -0.065214999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.008251266903541098 -0.022505766129974111 0.00078086596653557309 -0.025237781866512012 leaf_weight=2.0134519971907139 3.7520288217492626 153.62332926041563 5.7732309461571267 leaf_count=14 239 2714 121 internal_value=0 0.000210077 -0.0165841 internal_weight=0 157.375 7.78668 internal_count=3088 2953 135 is_linear=0 shrinkage=0.0204111 Tree=4350 num_leaves=4 num_cat=0 split_feature=13 132 48 split_gain=6.02261 6.34582 4.7926 threshold=-0.10462499999999998 0.08018500000000002 0.078735000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011827084894931053 -0.0052472388098627198 0.0098835323713700185 -0.0042286591007432992 leaf_weight=20.935104725009296 119.7588358969515 12.675448309862984 12.181530377594752 leaf_count=205 2529 240 117 internal_value=0 -0.00379193 0.00592684 internal_weight=0 132.434 33.1166 internal_count=3091 2769 322 is_linear=0 shrinkage=0.0204111 Tree=4351 num_leaves=4 num_cat=0 split_feature=4 11 453 split_gain=4.50806 7.19424 6.92795 threshold=0.27150500000000005 0.080455000000000013 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012958620048289773 0.010067626261049949 -0.025138539104223021 -0.021341627082500907 leaf_weight=137.02120117112645 26.034263542154807 5.372281343326903 3.1884869262576094 leaf_count=2608 358 141 20 internal_value=0 -0.00221445 0.00657219 internal_weight=0 142.393 29.2228 internal_count=3127 2749 378 is_linear=0 shrinkage=0.0204111 Tree=4352 num_leaves=4 num_cat=0 split_feature=42 39 33 split_gain=5.0323 6.62224 5.7375 threshold=-1.0000000180025095e-35 0.16168500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021047824050169999 -0.00045915390754893044 0.000639446591985563 4.7642315495030968e-05 leaf_weight=23.63123632698262 3.557965005747973 1.457604408264159 143.67956038023112 leaf_count=836 36 2 2194 internal_value=0 -0.000158478 3.50561e-05 internal_weight=0 25.0888 147.238 internal_count=3068 838 2230 is_linear=0 shrinkage=0.000400217 Tree=4353 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=5.49105 9.72903 4.83743 threshold=1.0000000180025095e-35 -0.084074999999999997 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032521925177420594 4.8158890908858744e-06 3.1461018773144378e-05 0.0002073652081340091 leaf_weight=20.490058567069354 99.490871497837361 30.168179509040783 23.201086835470051 leaf_count=798 1189 802 310 internal_value=0 -0.000113207 4.32722e-05 internal_weight=0 50.6582 122.692 internal_count=3099 1600 1499 is_linear=0 shrinkage=0.000400217 Tree=4354 num_leaves=4 num_cat=0 split_feature=1456 47 3 split_gain=4.88989 4.83081 1.75571 threshold=-1.0000000180025095e-35 0.14299000000000003 -0.15896999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003198780074742776 2.9610978118559217e-05 -0.0004756383303800688 -0.0004262817856814139 leaf_weight=0.47846457920968521 165.3248732794309 2.9758967757225028 5.0909837029757901 leaf_count=4 2782 25 296 internal_value=0 2.03669e-05 -0.000357139 internal_weight=0 168.301 5.56945 internal_count=3107 2807 300 is_linear=0 shrinkage=0.000400217 Tree=4355 num_leaves=4 num_cat=0 split_feature=0 1 48 split_gain=4.89658 5.65299 3.93847 threshold=-0.0013399999999999998 1.0000000180025095e-35 0.093225000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0083720128939961322 0.0044195178097558114 0.0012076806732959149 0.023284511218636825 leaf_weight=33.619692905383999 25.497947828727778 107.19919443817344 5.5395738617517045 leaf_count=1498 290 1259 30 internal_value=0 -0.00108425 0.00785813 internal_weight=0 140.819 31.0375 internal_count=3077 2757 320 is_linear=0 shrinkage=0.0204111 Tree=4356 num_leaves=4 num_cat=0 split_feature=41 13 49 split_gain=4.52513 4.97224 4.88343 threshold=0.075585000000000013 -0.083499999999999977 -0.0093449999999999974 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013406018809448685 0.00018958521989413893 -2.3883111073493907e-05 -0.00036171296369055881 leaf_weight=44.067591462517157 3.3767498005181542 115.01570993293717 9.966071992646901 leaf_count=847 27 2067 141 internal_value=0 1.99322e-05 -0.000221776 internal_weight=0 159.083 13.3428 internal_count=3082 2914 168 is_linear=0 shrinkage=0.000400217 Tree=4357 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=6.0987 6.85813 5.13946 threshold=0.10100500000000003 -0.11550499999999998 0.10178500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0061171069775609148 0.008905216773546042 -0.0063980360558223833 -0.0026581898165025596 leaf_weight=23.449883707449771 40.211585437646136 80.857915438667987 26.491981030267198 leaf_count=197 532 2099 248 internal_value=0 -0.00358091 0.00431594 internal_weight=0 104.308 66.7036 internal_count=3076 2296 780 is_linear=0 shrinkage=0.0204111 Tree=4358 num_leaves=4 num_cat=0 split_feature=43 403 15 split_gain=6.30563 4.97501 0.529013 threshold=0.25537500000000007 -0.08403999999999999 -0.20388499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014212450739279072 -0.0069132502621936185 0.0022644534264244344 -0.027137542897879927 leaf_weight=7.9121070670662439 0.74706434982363124 157.47136841100291 3.376834514696383 leaf_count=492 26 2416 149 internal_value=0 0.0014671 -0.0237534 internal_weight=0 165.383 4.1239 internal_count=3083 2908 175 is_linear=0 shrinkage=0.0204111 Tree=4359 num_leaves=4 num_cat=0 split_feature=484 402 13 split_gain=4.57239 4.78809 0.237217 threshold=0.11749000000000001 0.088090000000000016 -0.059954999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3303621095696922e-05 -0.00025789819642074908 -0.00028664020981730812 -0.0005476912328515796 leaf_weight=164.15556123032002 1.0075909862353003 7.2495506266568546 1.9658354674902501 leaf_count=2643 77 309 38 internal_value=0 2.91707e-05 -0.000462413 internal_weight=0 171.405 2.97343 internal_count=3067 2952 115 is_linear=0 shrinkage=0.000400217 Tree=4360 num_leaves=4 num_cat=0 split_feature=131 1 483 split_gain=5.82612 7.4658 5.86858 threshold=0.08956500000000002 0.13038500000000003 0.080590000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.4670866761338524e-05 -0.00039675535427584666 0.00044149552745691151 -0.00029662410276364574 leaf_weight=146.95044365890499 11.192082987341562 1.9077229697722931 9.5948623739241139 leaf_count=2348 367 55 286 internal_value=0 -0.000271974 4.78035e-06 internal_weight=0 13.0998 156.545 internal_count=3056 422 2634 is_linear=0 shrinkage=0.000400217 Tree=4361 num_leaves=4 num_cat=0 split_feature=0 48 4 split_gain=5.42661 10.5204 8.37178 threshold=-0.10726999999999999 0.12879500000000002 0.13736000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012072417153482511 -0.00011788835348241235 -0.00043236662224296993 0.0001948234362936906 leaf_weight=67.199658766388893 84.865797013568226 5.8899376374902195 16.246637635224033 leaf_count=543 2290 40 250 internal_value=0 7.55601e-05 -6.74822e-05 internal_weight=0 73.0896 101.112 internal_count=3123 583 2540 is_linear=0 shrinkage=0.000400217 Tree=4362 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=5.08538 6.85457 4.34858 threshold=0.0047850000000000011 -0.10462499999999998 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0069618859673080376 -0.0056212255369568476 -0.0040543215556807441 0.012504564434362609 leaf_weight=29.695033878379036 7.4148905249312547 111.71789443570015 20.797525760252029 leaf_count=280 68 2450 292 internal_value=0 -0.00173737 0.00773729 internal_weight=0 141.413 28.2124 internal_count=3090 2730 360 is_linear=0 shrinkage=0.0204111 Tree=4363 num_leaves=4 num_cat=0 split_feature=2 0 1 split_gain=4.91944 5.8159 0.797331 threshold=0.14744000000000002 -0.10726999999999999 0.08869500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032584849945252806 0.003812819774076567 -0.0045071546880242862 0.018228370407153048 leaf_weight=70.027664349472616 2.2182721701683459 93.961629452824127 6.3363386611454189 leaf_count=539 24 2433 115 internal_value=0 -0.00119107 0.0145879 internal_weight=0 163.989 8.55461 internal_count=3111 2972 139 is_linear=0 shrinkage=0.0204111 Tree=4364 num_leaves=4 num_cat=0 split_feature=128 15 41 split_gain=4.422 4.60306 3.39766 threshold=1.0000000180025095e-35 0.084580000000000016 0.10138000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8503395587601515e-05 -0.00044054861732197335 -0.00017688727701577431 0.00032807513615237604 leaf_weight=145.58762767829467 5.5295093671884379 17.726613357735914 1.0159677611663935 leaf_count=1930 236 920 13 internal_value=0 1.50191e-05 -0.000317734 internal_weight=0 163.314 6.54548 internal_count=3099 2850 249 is_linear=0 shrinkage=0.000400217 Tree=4365 num_leaves=3 num_cat=0 split_feature=31 156 split_gain=5.06915 4.5253 threshold=-1.0000000180025095e-35 0.11896500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043318072809956081 7.2206422167005282e-06 -0.00050508530437259436 leaf_weight=4.3035958716645828 170.88781114270387 2.6950972896884187 leaf_count=92 2927 97 internal_value=0 -1.05403e-06 internal_weight=0 173.583 internal_count=3116 3024 is_linear=0 shrinkage=0.000400217 Tree=4366 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=4.98694 13.7385 7.5672 threshold=-0.075534999999999977 0.076845000000000011 -0.069564999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029963147518877702 0.00023889061029646884 3.6770756486954061e-05 -3.2861532175449381e-05 leaf_weight=25.297717881461722 31.441026726330165 82.761816824553534 34.155677295755595 leaf_count=1185 384 898 575 internal_value=0 -4.22127e-05 9.75766e-05 internal_weight=0 108.06 65.5967 internal_count=3042 2083 959 is_linear=0 shrinkage=0.000400217 Tree=4367 num_leaves=4 num_cat=0 split_feature=39 3 1 split_gain=4.81404 7.17815 3.55272 threshold=0.0047850000000000011 0.25779000000000007 0.086230000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0435947277562361e-05 -9.549454265314924e-05 0.00040939103750930583 0.0002233281006443926 leaf_weight=135.24314233819314 7.3687043752288472 5.5539197006728491 22.502816637977958 leaf_count=2604 68 118 295 internal_value=0 -3.19866e-05 0.000144618 internal_weight=0 140.797 29.8715 internal_count=3085 2722 363 is_linear=0 shrinkage=0.000400217 Tree=4368 num_leaves=4 num_cat=0 split_feature=49 15 3 split_gain=5.67693 9.29239 7.95568 threshold=-0.085934999999999984 0.10347000000000002 -0.0020499999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.4820844604352921e-06 6.4736839478981729e-05 -0.0004798957646351777 -0.00048947546023845776 leaf_weight=14.248770868638532 150.10797485410876 5.0800993687880682 7.8723648649174711 leaf_count=144 2642 228 58 internal_value=0 4.65751e-05 -0.000169655 internal_weight=0 155.188 22.1211 internal_count=3072 2870 202 is_linear=0 shrinkage=0.000400217 Tree=4369 num_leaves=4 num_cat=0 split_feature=160 160 43 split_gain=4.88681 6.27857 5.41057 threshold=0.091525000000000009 0.084835000000000008 -0.1143 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019382496988437601 0.012351421426964763 0.014775043168914944 -0.015433185084745319 leaf_weight=138.6899249307171 3.538181385491046 12.634571795933878 14.853843988908919 leaf_count=2661 34 101 261 internal_value=0 0.00106597 -0.0100457 internal_weight=0 151.324 18.392 internal_count=3057 2762 295 is_linear=0 shrinkage=0.0204111 Tree=4370 num_leaves=4 num_cat=0 split_feature=480 151 2 split_gain=5.22603 4.90871 0.445925 threshold=0.086640000000000009 -0.52342999999999995 0.11662500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025516299890172709 -0.025150575506603112 0.0015078365883552016 -0.0086973328472923633 leaf_weight=2.736139119253493 3.2485308460163642 167.13909412223438 1.0642020762898026 leaf_count=53 157 2887 22 internal_value=0 0.00105604 -0.0214134 internal_weight=0 169.875 4.31273 internal_count=3119 2940 179 is_linear=0 shrinkage=0.0204111 Tree=4371 num_leaves=4 num_cat=0 split_feature=15 0 50 split_gain=5.84709 6.33985 3.20726 threshold=-0.24269999999999997 -0.11471499999999998 0.11570500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017822612473662923 0.0045582823263804507 -0.0039365127289359573 -0.010022887186919339 leaf_weight=10.907141305855474 58.603015083237551 97.081072856948595 1.96764108352363 leaf_count=232 414 2448 19 internal_value=0 -0.000737902 0.0135173 internal_weight=0 155.684 12.8748 internal_count=3113 2862 251 is_linear=0 shrinkage=0.0204111 Tree=4372 num_leaves=4 num_cat=0 split_feature=150 160 49 split_gain=5.91044 7.14216 5.66063 threshold=0.082085000000000019 -0.066494999999999985 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024478958064876239 -0.00021931692752605122 0.00021769858896919834 -4.458860026710638e-06 leaf_weight=18.152929797011893 7.2390713572967789 32.567509287269786 111.72053211535967 leaf_count=252 119 273 2431 internal_value=0 0.000137832 -3.82328e-05 internal_weight=0 39.8066 129.873 internal_count=3075 392 2683 is_linear=0 shrinkage=0.000400217 Tree=4373 num_leaves=4 num_cat=0 split_feature=43 42 15 split_gain=5.78141 4.35194 0.952666 threshold=0.17193000000000003 -1.0000000180025095e-35 -0.19313499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015341746277637198 9.4017458961829961e-06 3.1812566165852515e-05 -0.00051822317137995618 leaf_weight=23.592338926828234 0.62985231168568123 142.05402224931458 3.9177884801756582 leaf_count=702 29 2210 175 internal_value=0 5.34519e-06 -0.000446677 internal_weight=0 165.646 4.54764 internal_count=3116 2912 204 is_linear=0 shrinkage=0.000400217 Tree=4374 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=5.9334 12.3732 6.44561 threshold=0.077800000000000022 -0.084074999999999997 0.10964500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031045162915890011 0.00011145409193755667 7.5833203344025121e-05 -0.00015127512978177596 leaf_weight=22.499470043359906 106.44005800806917 32.108953364062472 17.299411308486015 leaf_count=824 1205 801 286 internal_value=0 -8.36314e-05 7.46196e-05 internal_weight=0 54.6084 123.739 internal_count=3116 1625 1491 is_linear=0 shrinkage=0.000400217 Tree=4375 num_leaves=4 num_cat=0 split_feature=484 1 2 split_gain=4.86865 4.87367 4.5192 threshold=-0.0048899999999999994 0.12700000000000003 0.11525000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045162598050132779 -1.9156901568916624e-05 0.00021144816443736304 6.774706935849265e-05 leaf_weight=7.3171335575607355 146.46518531940819 16.201300476677716 4.159806489595212 leaf_count=432 2362 265 53 internal_value=0 3.94061e-06 -0.000264544 internal_weight=0 162.666 11.4769 internal_count=3112 2627 485 is_linear=0 shrinkage=0.000400217 Tree=4376 num_leaves=4 num_cat=0 split_feature=1 12 14 split_gain=5.8601 7.67126 5.3918 threshold=1.0000000180025095e-35 0.085205000000000017 0.073890000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016264241528728095 0.003730516555515608 0.00054405410578371814 -0.019919677426701466 leaf_weight=17.435770073687308 116.50282410229556 31.815768421234679 4.0491241072886615 leaf_count=417 1408 1165 103 internal_value=0 -0.00542972 0.0029184 internal_weight=0 49.2515 120.552 internal_count=3093 1582 1511 is_linear=0 shrinkage=0.0204111 Tree=4377 num_leaves=4 num_cat=0 split_feature=14 376 15 split_gain=5.49147 4.73791 0.714457 threshold=0.073890000000000011 0.048375000000000008 -0.15160999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001396434859404857 -0.0070359823480647997 0.014331517242010101 -0.025752034455408104 leaf_weight=156.72183363544173 1.3043978774221612 12.649279857985674 3.0764199019176877 leaf_count=2853 22 153 91 internal_value=0 0.00237131 -0.0204935 internal_weight=0 169.371 4.38082 internal_count=3119 3006 113 is_linear=0 shrinkage=0.0204111 Tree=4378 num_leaves=4 num_cat=0 split_feature=43 13 15 split_gain=4.76352 4.89179 1.07128 threshold=0.25537500000000007 -0.10462499999999998 -0.24211499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014747665193755988 4.7024700262896588e-05 -2.8848784610761015e-05 -0.00049858147086273878 leaf_weight=30.811663085478358 0.65860469266772259 136.08968316701066 3.6659367895335881 leaf_count=270 10 2650 173 internal_value=0 3.77971e-06 -0.000416399 internal_weight=0 166.901 4.32454 internal_count=3103 2920 183 is_linear=0 shrinkage=0.000400217 Tree=4379 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=5.55519 9.18983 8.41321 threshold=-0.13625999999999996 0.12590000000000004 -0.018054999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015483363640047854 -0.00012206894097383845 -0.0004096244088232355 0.00011891157244298643 leaf_weight=51.25015540298773 77.609637657820713 4.9692030473379409 32.98101364588365 leaf_count=394 2280 36 348 internal_value=0 0.000104226 -5.01547e-05 internal_weight=0 56.2194 110.591 internal_count=3058 430 2628 is_linear=0 shrinkage=0.000400217 Tree=4380 num_leaves=4 num_cat=0 split_feature=376 1373 2 split_gain=4.52412 5.17099 3.12073 threshold=0.048375000000000008 0.09586500000000002 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023236959731882739 0.0019881087240805288 -0.027345555352727084 0.020991799875262802 leaf_weight=151.86887442907027 7.1121497491840255 2.7744277799502006 7.2324913642369211 leaf_count=2893 90 25 75 internal_value=0 -0.000281828 0.011658 internal_weight=0 154.643 14.3446 internal_count=3083 2918 165 is_linear=0 shrinkage=0.0204111 Tree=4381 num_leaves=3 num_cat=0 split_feature=151 42 split_gain=4.85235 4.13571 threshold=-0.40941499999999992 -0.40652499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045016622116753562 -0.0006646941944514961 1.3808991725274792e-05 leaf_weight=3.6731953084236002 1.3393988758325566 167.96628811297705 leaf_count=60 7 3070 internal_value=0 8.00552e-06 internal_weight=0 169.306 internal_count=3137 3077 is_linear=0 shrinkage=0.000400217 Tree=4382 num_leaves=4 num_cat=0 split_feature=133 39 50 split_gain=4.64716 5.80502 5.74388 threshold=0.099280000000000021 0.088585000000000011 0.09660500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015463095292657222 -0.023852853966206625 0.0112046095011815 -0.014441849000511981 leaf_weight=150.37343472652719 6.8659201350528729 2.6632222798652947 9.8705669831542746 leaf_count=2285 448 39 328 internal_value=0 -0.0140386 0.000552089 internal_weight=0 9.52914 160.244 internal_count=3100 487 2613 is_linear=0 shrinkage=0.0204111 Tree=4383 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=6.3214 6.39345 3.26484 threshold=0.11584000000000001 -0.11471499999999998 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.354102837424766e-05 0.00027196049531538958 -9.8085453035235621e-05 1.7927916106670839e-05 leaf_weight=57.088041399547365 18.777061210712418 88.556333313768846 14.221425439463927 leaf_count=402 259 2268 159 internal_value=0 -3.08084e-05 0.00016291 internal_weight=0 145.644 32.9985 internal_count=3088 2670 418 is_linear=0 shrinkage=0.000400217 Tree=4384 num_leaves=4 num_cat=0 split_feature=15 13 1 split_gain=4.65859 9.60384 4.76881 threshold=0.082805000000000004 -0.24921999999999997 0.13130500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00089577788980561748 0.037695340597610573 -0.012036352430570246 0.014160006491241979 leaf_weight=139.28926532603509 1.6496932222507918 20.14318978942174 12.17852457356639 leaf_count=1784 7 1105 220 internal_value=0 -0.00809829 0.00197194 internal_weight=0 21.7929 151.468 internal_count=3116 1112 2004 is_linear=0 shrinkage=0.0204111 Tree=4385 num_leaves=4 num_cat=0 split_feature=39 1 453 split_gain=5.52766 6.5733 5.96538 threshold=0.0047850000000000011 0.088035000000000016 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.8358405882962702e-06 -0.0001424525386882476 0.00028204449492055209 -0.00044082478948152115 leaf_weight=135.44568778648681 7.9327645217417766 21.469012083718553 5.1587001276202491 leaf_count=2674 75 292 73 internal_value=0 0.000167407 -2.30968e-05 internal_weight=0 29.4018 140.604 internal_count=3114 367 2747 is_linear=0 shrinkage=0.000400217 Tree=4386 num_leaves=4 num_cat=0 split_feature=15 49 1 split_gain=5.33133 5.27041 5.01526 threshold=0.10347000000000002 -0.088014999999999996 0.11179000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010883304106548843 -0.025733876205348085 0.0027298345693645113 0.00095260382178430922 leaf_weight=12.79002575878985 5.8655738766829 145.22023580571113 5.7468100925907493 leaf_count=126 246 2665 47 internal_value=0 0.001621 -0.0126441 internal_weight=0 158.01 11.6124 internal_count=3084 2791 293 is_linear=0 shrinkage=0.0204111 Tree=4387 num_leaves=3 num_cat=0 split_feature=155 159 split_gain=5.0863 5.3245 threshold=0.090655000000000013 0.10516000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.7100537018958504e-05 -0.00043279780265752943 -0.00026659160261996662 leaf_weight=153.82062551315175 3.9814917758922084 9.7265699784038571 leaf_count=2639 175 259 internal_value=0 1.88692e-05 internal_weight=0 163.547 internal_count=3073 2898 is_linear=0 shrinkage=0.000400217 Tree=4388 num_leaves=4 num_cat=0 split_feature=12 16 3 split_gain=5.08674 8.97375 7.31148 threshold=1.0000000180025095e-35 -0.15336499999999997 -0.015214999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027465530290921139 0.00011296778804777054 -0.00016790697259370528 -3.4883238729006925e-07 leaf_weight=19.846518226899207 26.926399987045443 55.828166656763642 69.090832308342215 leaf_count=178 250 2053 630 internal_value=0 -7.64877e-05 6.1287e-05 internal_weight=0 82.7546 88.9374 internal_count=3111 2303 808 is_linear=0 shrinkage=0.000400217 Tree=4389 num_leaves=4 num_cat=0 split_feature=474 4 52 split_gain=4.28743 4.58221 0.0920492 threshold=-1.0000000180025095e-35 0.51074000000000008 -0.11592499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039219859923121344 -8.5870875279029512e-06 0.00037062115950661859 -0.00064596618873726116 leaf_weight=1.7034313660115006 163.07336979187676 5.1568406482692799 0.90496155235450615 leaf_count=80 2823 126 35 internal_value=0 3.27574e-06 -0.000503205 internal_weight=0 168.23 2.60839 internal_count=3064 2949 115 is_linear=0 shrinkage=0.000400217 Tree=4390 num_leaves=4 num_cat=0 split_feature=376 42 42 split_gain=4.47307 5.06394 2.39883 threshold=0.048375000000000008 -1.0000000180025095e-35 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010937025485843362 -0.0029028983253415143 0.00032543541879017068 0.016220033072756251 leaf_weight=18.878748289469513 3.7058951053768387 133.88775143843668 9.9812089372426254 leaf_count=800 19 2100 138 internal_value=0 -0.00107336 0.0110608 internal_weight=0 152.766 13.6871 internal_count=3057 2900 157 is_linear=0 shrinkage=0.0204111 Tree=4391 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=5.80548 7.63788 4.56289 threshold=0.10423500000000001 -0.23098999999999997 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031133370207913811 0.00018113289549905525 -8.5394441958817636e-05 -4.6210680559266175e-05 leaf_weight=8.297746177762745 38.606007208756637 102.9069220964011 22.216096532240044 leaf_count=50 472 2349 228 internal_value=0 -5.55084e-05 9.81603e-05 internal_weight=0 111.205 60.8221 internal_count=3099 2399 700 is_linear=0 shrinkage=0.000400217 Tree=4392 num_leaves=4 num_cat=0 split_feature=43 448 15 split_gain=5.93745 5.10606 1.08734 threshold=0.25537500000000007 -0.083779999999999979 -0.24211499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022250932915273389 0.0017032464490287778 0.0014180923389173364 -0.026826626954416295 leaf_weight=3.7767534744925788 0.63399922102689732 161.40906765856198 3.7933614080684483 leaf_count=50 10 2884 163 internal_value=0 0.000862226 -0.0227999 internal_weight=0 165.186 4.42736 internal_count=3107 2934 173 is_linear=0 shrinkage=0.0204111 Tree=4393 num_leaves=4 num_cat=0 split_feature=43 42 4 split_gain=5.83311 5.06998 0.667608 threshold=0.25537500000000007 -0.26552999999999999 0.27608500000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058939363434494356 -0.00052024684908332061 1.6915695965976334e-05 -0.00015160977121452356 leaf_weight=2.1265166895464054 3.5847797779133534 168.15420864810585 1.1489580385386942 leaf_count=18 166 2905 17 internal_value=0 8.9616e-06 -0.000436343 internal_weight=0 170.281 4.73374 internal_count=3106 2923 183 is_linear=0 shrinkage=0.000400217 Tree=4394 num_leaves=4 num_cat=0 split_feature=1 1444 43 split_gain=4.98871 5.43029 2.68664 threshold=0.12856000000000004 -0.084559999999999982 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.032603073207867456 -0.0097655987592293637 -0.0015203390246706493 0.013158413262395056 leaf_weight=1.8567368729854923 2.3713844940066364 148.7701357685728 16.003216969198547 leaf_count=28 10 2798 261 internal_value=0 -0.0010758 0.0101587 internal_weight=0 150.627 18.3746 internal_count=3097 2826 271 is_linear=0 shrinkage=0.0204111 Tree=4395 num_leaves=3 num_cat=0 split_feature=160 457 split_gain=4.84605 4.46846 threshold=-0.40187499999999993 0.53894500000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022350479669693401 0.00071495906138522604 -0.02649156288880233 leaf_weight=3.9127391122892723 168.328092719501 2.4412051215767852 leaf_count=246 2853 13 internal_value=0 0.000308929 internal_weight=0 170.769 internal_count=3112 2866 is_linear=0 shrinkage=0.0204111 Tree=4396 num_leaves=4 num_cat=0 split_feature=147 11 150 split_gain=4.51331 4.94904 1.95076 threshold=0.089090000000000016 0.088160000000000002 0.087790000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0019187917086865e-07 6.5565626956433153e-05 -0.00031894056420072692 0.00039212975307227811 leaf_weight=152.36504280149529 5.5755064161494357 8.0954426648095232 6.1904044826515019 leaf_count=2814 56 113 69 internal_value=0 -1.6207e-05 0.000239458 internal_weight=0 160.46 11.7659 internal_count=3052 2927 125 is_linear=0 shrinkage=0.000400217 Tree=4397 num_leaves=3 num_cat=0 split_feature=1373 52 split_gain=4.83032 5.02065 threshold=0.099250000000000019 -0.41845999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017455574527062732 -0.025189733463112516 0.0023253067779006433 leaf_weight=5.4123022710264186 2.7195178222027598 166.00717554606672 leaf_count=298 26 2739 internal_value=0 0.00168977 internal_weight=0 171.419 internal_count=3063 3037 is_linear=0 shrinkage=0.0204111 Tree=4398 num_leaves=3 num_cat=0 split_feature=44 403 split_gain=5.54849 5.76503 threshold=1.0000000180025095e-35 0.090530000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.4399352252099518e-05 -0.00035386338164044472 -0.00035845407005907765 leaf_weight=163.99289148321259 5.7931934539228669 5.4916940037219311 leaf_count=2768 58 264 internal_value=0 4.07941e-05 internal_weight=0 169.485 internal_count=3090 3032 is_linear=0 shrinkage=0.000400217 Tree=4399 num_leaves=4 num_cat=0 split_feature=13 12 52 split_gain=4.96097 7.78713 5.87131 threshold=-0.10462499999999998 0.023990000000000004 0.10178500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019520985968320487 3.4910380700860609e-05 -0.0001581562696488475 -0.00028638156433007567 leaf_weight=28.49594136653468 80.763447829405777 56.98418624792248 4.6230408621486268 leaf_count=259 683 2110 55 internal_value=0 -4.50221e-05 0.000127247 internal_weight=0 137.748 33.119 internal_count=3107 2793 314 is_linear=0 shrinkage=0.000400217 Tree=4400 num_leaves=4 num_cat=0 split_feature=457 156 48 split_gain=4.82462 4.4448 4.33291 threshold=-0.0024349999999999997 -1.0000000180025095e-35 -0.063699999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013252924248039999 -0.021863018170607755 0.0020077580255935534 -0.014529368194080145 leaf_weight=2.7102363910526064 3.207916171202668 154.76245330134407 14.042933124292174 leaf_count=21 160 2726 236 internal_value=0 0.00150787 -0.00997675 internal_weight=0 157.97 16.7532 internal_count=3143 2886 257 is_linear=0 shrinkage=0.0204111 Tree=4401 num_leaves=4 num_cat=0 split_feature=1429 1375 3 split_gain=4.90931 5.18619 0.155136 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092330000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019601314839567424 -0.01160667504578887 0.0023838381467974415 -0.033562592282864713 leaf_weight=2.074808247692999 11.771972215035928 155.28715357126202 0.85698603698983777 leaf_count=111 151 2799 24 internal_value=0 0.00139087 -0.0247668 internal_weight=0 167.059 2.93179 internal_count=3085 2950 135 is_linear=0 shrinkage=0.0204111 Tree=4402 num_leaves=4 num_cat=0 split_feature=156 1456 12 split_gain=5.79935 5.75105 4.3137 threshold=0.090135000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1637296968479031e-05 0.00038324960473486185 -0.00038848308268059313 -0.00032594015975295559 leaf_weight=157.77642469089187 1.4571949183009554 5.0298751926602554 11.843595994927453 leaf_count=2533 32 253 251 internal_value=0 2.80909e-05 -0.000245693 internal_weight=0 162.806 13.3008 internal_count=3069 2786 283 is_linear=0 shrinkage=0.000400217 Tree=4403 num_leaves=4 num_cat=0 split_feature=1446 151 50 split_gain=4.73078 4.90967 0.0958643 threshold=0.089430000000000009 -0.52342999999999995 0.093975000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026637449158242472 -0.013455286763414629 0.0011044037528139502 -0.024990242288984225 leaf_weight=2.5897689516423261 0.85668279801029656 163.35314612393267 2.7192261641612276 leaf_count=49 93 2886 57 internal_value=0 0.000653784 -0.0227192 internal_weight=0 165.943 3.57591 internal_count=3085 2935 150 is_linear=0 shrinkage=0.0204111 Tree=4404 num_leaves=4 num_cat=0 split_feature=43 48 43 split_gain=5.38364 8.74287 7.37975 threshold=-0.07440999999999999 -0.024949999999999996 -0.078969999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019670348376035207 0.011534236141507479 -0.0051504185993784387 0.021535696512190214 leaf_weight=54.653322502766969 15.252134385984389 88.199391301473952 9.3055352624505741 leaf_count=1093 117 1744 160 internal_value=0 -0.00268074 0.00484679 internal_weight=0 103.452 63.9589 internal_count=3114 1861 1253 is_linear=0 shrinkage=0.0204111 Tree=4405 num_leaves=4 num_cat=0 split_feature=376 160 43 split_gain=6.69637 6.42559 2.07909 threshold=0.048375000000000008 -0.091964999999999977 0.0049750000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015970765712100016 0.008334149527728674 -0.00077184222515375308 0.027227317905126561 leaf_weight=12.527486761508042 10.118521689670159 139.52083554280398 3.1604056097567073 leaf_count=440 151 2482 9 internal_value=0 -0.00203493 0.0130208 internal_weight=0 152.048 13.2789 internal_count=3082 2922 160 is_linear=0 shrinkage=0.0204111 Tree=4406 num_leaves=3 num_cat=0 split_feature=43 16 split_gain=4.72793 4.70647 threshold=-0.50992999999999988 0.13401500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018430894066952024 0.00073691958760444616 -0.0086101716774780665 leaf_weight=5.3738043090561396 132.95641987759154 26.884958613605704 leaf_count=47 2502 487 internal_value=0 -0.000840167 internal_weight=0 159.841 internal_count=3036 2989 is_linear=0 shrinkage=0.0204111 Tree=4407 num_leaves=4 num_cat=0 split_feature=16 48 0 split_gain=6.10289 10.9793 9.3141 threshold=-0.15068499999999999 0.083305000000000004 -0.23066499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011468145995694625 0.015347501319057601 -0.011174423934930589 -0.0047148388528954867 leaf_weight=35.08039633766748 10.467246973887084 11.852715973975135 108.8721201926528 leaf_count=429 47 88 2511 internal_value=0 0.0057369 -0.00294244 internal_weight=0 46.9331 119.339 internal_count=3075 517 2558 is_linear=0 shrinkage=0.0204111 Tree=4408 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=4.52386 4.2066 threshold=-0.24639999999999998 -0.21083999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022057377936979528 0.019557780243756925 0.00045044494405459826 leaf_weight=3.5073075144900931 4.8312249884475014 166.24734465315123 leaf_count=39 33 3037 internal_value=0 0.00100247 internal_weight=0 171.079 internal_count=3109 3070 is_linear=0 shrinkage=0.0204111 Tree=4409 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=4.50554 12.8338 5.88868 threshold=1.0000000180025095e-35 -0.07087499999999998 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016745876884575239 0.019134558880262734 0.0043548382405655455 0.00041908220691732527 leaf_weight=23.053364651525044 7.3578038128325707 24.858753084437922 112.43009605421685 leaf_count=1286 61 277 1476 internal_value=0 -0.00581334 0.00158545 internal_weight=0 47.9121 119.788 internal_count=3100 1563 1537 is_linear=0 shrinkage=0.0204111 Tree=4410 num_leaves=4 num_cat=0 split_feature=133 156 1 split_gain=4.49875 4.6392 0.077187 threshold=-0.39935999999999994 0.11896500000000002 0.11751000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019706947860242928 0.0016884120335502963 -0.025915859449442143 -0.031964083536885748 leaf_weight=1.9420104479358991 167.14612131903414 2.4637623681337564 0.8246857626363634 leaf_count=153 2800 96 5 internal_value=0 0.0012706 -0.0244617 internal_weight=0 169.61 2.7667 internal_count=3054 2896 158 is_linear=0 shrinkage=0.0204111 Tree=4411 num_leaves=4 num_cat=0 split_feature=12 1 147 split_gain=4.64378 9.78507 5.40562 threshold=0.10042000000000002 0.12263000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.030607451499674983 -0.019921738124534898 0.011170900056380006 0.0012876585897000524 leaf_weight=2.1353949478361747 12.879224128526404 6.1558780167251816 148.25063619118009 leaf_count=27 360 72 2626 internal_value=0 -0.00985998 0.000812332 internal_weight=0 19.0351 150.386 internal_count=3085 432 2653 is_linear=0 shrinkage=0.0204111 Tree=4412 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=4.50261 4.23316 threshold=-0.049459999999999997 0.048350000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017298545681109612 -0.0011865216476457409 0.0084509397398253062 leaf_weight=6.3075649780221275 138.43780158087611 21.891156214638613 leaf_count=69 2798 225 internal_value=0 0.000134347 internal_weight=0 160.329 internal_count=3092 3023 is_linear=0 shrinkage=0.0204111 Tree=4413 num_leaves=3 num_cat=0 split_feature=1375 12 split_gain=5.7586 6.12225 threshold=-0.43271999999999994 0.10042000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030374062665736543 0.0019525357478712775 -0.010384737601978418 leaf_weight=2.4339642637642092 147.95616275082284 18.784183679599664 leaf_count=16 2630 434 internal_value=0 0.00055664 internal_weight=0 166.74 internal_count=3080 3064 is_linear=0 shrinkage=0.0204111 Tree=4414 num_leaves=4 num_cat=0 split_feature=130 156 376 split_gain=5.41577 4.43862 2.88854 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042361759542620508 -0.00040730140395220447 4.8681390457250452e-05 0.00034626746703211706 leaf_weight=3.1380098998779422 6.2799415434274115 166.97231293922232 0.84700181521475304 leaf_count=148 406 2601 5 internal_value=0 3.9696e-05 -0.000313773 internal_weight=0 170.11 7.12694 internal_count=3160 2749 411 is_linear=0 shrinkage=0.000400217 Tree=4415 num_leaves=4 num_cat=0 split_feature=52 160 2 split_gain=5.97515 6.4456 5.80043 threshold=-0.048794999999999991 -0.026489999999999996 -0.58149499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026723044729872689 -0.0025687130563899043 -7.1574839812507674e-06 -7.5603916251452505e-05 leaf_weight=19.437047008192167 0.037833598442374661 45.913587851071497 105.06587972614216 leaf_count=195 2 768 2194 internal_value=0 7.47704e-05 -7.92339e-05 internal_weight=0 65.3506 105.104 internal_count=3159 963 2196 is_linear=0 shrinkage=0.000400217 Tree=4416 num_leaves=4 num_cat=0 split_feature=43 42 15 split_gain=5.75533 5.2513 0.676968 threshold=0.25035000000000007 -0.26552999999999999 -0.19313499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.030372013379925501 -0.0049845775519892985 0.0010703959674944565 -0.026840660210711277 leaf_weight=2.132419533096253 0.77598719601519395 157.99429783118831 3.488659073773305 leaf_count=16 28 2883 157 internal_value=0 0.000630745 -0.023093 internal_weight=0 160.127 4.26465 internal_count=3084 2899 185 is_linear=0 shrinkage=0.0204111 Tree=4417 num_leaves=4 num_cat=0 split_feature=52 48 52 split_gain=5.67333 6.06812 4.39981 threshold=-0.047784999999999987 -0.065059999999999993 -0.42985499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022710649560098533 0.00019334731671496807 -9.6371417292658154e-05 0.00012463869643194349 leaf_weight=6.2116928393661501 13.121642981190233 92.845794423716143 58.030628329317551 leaf_count=281 97 2058 642 internal_value=0 -6.03302e-05 9.02919e-05 internal_weight=0 105.967 64.2423 internal_count=3078 2155 923 is_linear=0 shrinkage=0.000400217 Tree=4418 num_leaves=4 num_cat=0 split_feature=1 2 48 split_gain=5.2403 6.57993 3.57801 threshold=0.10384000000000002 1.0000000180025095e-35 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012317330390630439 0.0080496133644253134 0.00068852644898359657 -0.005351436659805385 leaf_weight=19.633946894435212 50.244067678402644 90.342126583273057 9.8570804600603861 leaf_count=473 628 1895 75 internal_value=0 -0.00164357 0.00584587 internal_weight=0 109.976 60.1011 internal_count=3071 2368 703 is_linear=0 shrinkage=0.0204111 Tree=4419 num_leaves=3 num_cat=0 split_feature=51 3 split_gain=5.31413 4.36799 threshold=-0.39874999999999999 -0.16935999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02377852210694752 0.011213711370001917 -0.00089747256614963538 leaf_weight=3.8670627650571978 13.398021968547253 151.74503850527981 leaf_count=121 146 2812 internal_value=0 9.20373e-05 internal_weight=0 165.143 internal_count=3079 2958 is_linear=0 shrinkage=0.0204111 Tree=4420 num_leaves=4 num_cat=0 split_feature=130 49 160 split_gain=6.25418 4.9013 0.165099 threshold=0.085970000000000005 -0.085934999999999984 0.086855000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016225923341456656 -0.00047963525098406324 3.9295723861958237e-05 -0.00027571906655426552 leaf_weight=22.08388047083281 3.702627543869311 149.31970905949129 1.4743967438116667 leaf_count=194 258 2600 54 internal_value=0 1.32381e-05 -0.000428627 internal_weight=0 171.404 5.17702 internal_count=3106 2794 312 is_linear=0 shrinkage=0.000400217 Tree=4421 num_leaves=4 num_cat=0 split_feature=158 1 33 split_gain=5.90073 6.30663 5.95427 threshold=0.084965000000000027 0.10100500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043289132767332123 -0.00046943545405156526 0.00010704407973835551 4.3810414680075484e-05 leaf_weight=4.2038933001458636 7.8979815986385784 4.8416072949767113 152.74774919464835 leaf_count=37 243 108 2681 internal_value=0 -0.000251324 3.07426e-05 internal_weight=0 12.7396 156.952 internal_count=3069 351 2718 is_linear=0 shrinkage=0.000400217 Tree=4422 num_leaves=3 num_cat=0 split_feature=51 3 split_gain=4.47415 6.41268 threshold=-0.40148999999999996 -0.58647999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022013874631357795 -0.13400900989099318 0.00090883869655395647 leaf_weight=3.5491103257809291 0.034931886941193535 169.40219302622427 leaf_count=119 2 2968 internal_value=0 0.000792544 internal_weight=0 169.437 internal_count=3089 2970 is_linear=0 shrinkage=0.0204111 Tree=4423 num_leaves=4 num_cat=0 split_feature=457 11 12 split_gain=4.5923 5.59842 4.071 threshold=-0.0024349999999999997 0.088315000000000018 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010367567528074693 0.0012145461365500824 -0.017151661914243437 -0.016457875376847068 leaf_weight=2.8252226542681447 141.89177574317728 7.1564593969378612 12.352623337705152 leaf_count=22 2715 104 232 internal_value=0 0.000320491 -0.0114252 internal_weight=0 149.048 15.1778 internal_count=3073 2819 254 is_linear=0 shrinkage=0.0204111 Tree=4424 num_leaves=4 num_cat=0 split_feature=2 14 49 split_gain=4.78816 4.60453 0.0777872 threshold=0.15305000000000002 0.077685000000000018 0.093655000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028274738894487394 0.020833059006576369 -0.022612427763358131 0.013437409974894858 leaf_weight=154.08843255364627 3.4845682363957158 3.8339175026630974 1.8847106974571941 leaf_count=2834 88 107 26 internal_value=0 -0.000840487 0.0185646 internal_weight=0 157.922 5.36928 internal_count=3055 2941 114 is_linear=0 shrinkage=0.0204111 Tree=4425 num_leaves=4 num_cat=0 split_feature=1 14 16 split_gain=5.59448 5.11417 1.06784 threshold=0.13662500000000002 0.077685000000000018 -0.061024999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.352148009448738e-06 0.0004094971839919928 -0.00054000511144507786 0.00015138484728116983 leaf_weight=159.48287611542037 5.227933780523017 2.8285549769643685 5.3475306341424567 leaf_count=2813 109 93 61 internal_value=0 -1.70004e-05 0.000281935 internal_weight=0 162.311 10.5755 internal_count=3076 2906 170 is_linear=0 shrinkage=0.000400217 Tree=4426 num_leaves=4 num_cat=0 split_feature=49 15 3 split_gain=5.66635 7.51515 7.4552 threshold=-0.085934999999999984 0.10347000000000002 -0.0020499999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.4857987988329391e-05 0.0030464152451968492 -0.023832125681352023 -0.025702714484715526 leaf_weight=12.872404453810306 145.13996126044367 4.3558387133234637 7.2176484588417216 leaf_count=140 2658 234 57 internal_value=0 0.00224601 -0.00927082 internal_weight=0 149.496 20.0901 internal_count=3089 2892 197 is_linear=0 shrinkage=0.0204111 Tree=4427 num_leaves=4 num_cat=0 split_feature=155 158 15 split_gain=4.91876 4.35525 0.379189 threshold=0.083985000000000018 0.11015500000000002 -0.093329999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0627328512741842e-05 -0.0001186100590078073 -0.00043112992845770372 -0.00042224141844766932 leaf_weight=161.32585215190193 0.89640392560977478 3.3802245665574437 4.4565303191193371 leaf_count=2740 24 127 185 internal_value=0 1.10694e-05 -0.000374867 internal_weight=0 164.706 5.35293 internal_count=3076 2867 209 is_linear=0 shrinkage=0.000400217 Tree=4428 num_leaves=4 num_cat=0 split_feature=1456 453 150 split_gain=5.82013 4.55309 1.22351 threshold=-1.0000000180025095e-35 0.095100000000000018 0.099155000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043112281384250232 3.6988328611965485e-05 -0.00043477954420197113 6.5833721948921128e-05 leaf_weight=5.4197035303659495 161.43777446280001 3.2330012493766835 0.89450275152921666 leaf_count=293 2759 30 4 internal_value=0 2.74369e-05 -0.000360801 internal_weight=0 164.671 6.31421 internal_count=3086 2789 297 is_linear=0 shrinkage=0.000400217 Tree=4429 num_leaves=4 num_cat=0 split_feature=43 11 16 split_gain=4.64741 7.99808 6.39505 threshold=-0.07440999999999999 0.081130000000000022 0.14676000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001414207020278518 4.9319813922213547e-07 -0.00037693181117269455 -0.00028362226521016918 leaf_weight=57.853471661393996 95.085190922443871 5.0880972378654397 14.531810547778148 leaf_count=1161 1583 56 284 internal_value=0 9.8923e-05 -3.74227e-05 internal_weight=0 62.9416 109.617 internal_count=3084 1217 1867 is_linear=0 shrinkage=0.000400217 Tree=4430 num_leaves=4 num_cat=0 split_feature=1213 0 475 split_gain=4.90943 4.4447 2.35571 threshold=-1.0000000180025095e-35 -0.021574999999999997 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021288652319784766 -0.0015095630005496265 0.0069211834831341889 -0.021195376551129026 leaf_weight=0.5070812702178954 125.80032940411184 32.736861660378054 6.0688556163659078 leaf_count=1 2265 355 473 internal_value=0 0.000234985 -0.0176178 internal_weight=0 158.537 6.57594 internal_count=3094 2620 474 is_linear=0 shrinkage=0.0204111 Tree=4431 num_leaves=3 num_cat=0 split_feature=38 39 split_gain=5.31972 5.81455 threshold=0.12641000000000005 0.15608500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.5002070223106759e-06 -0.00060500357281091384 0.00053459476082722067 leaf_weight=159.4770377336099 2.2161280568689099 3.1337153119966379 leaf_count=3001 15 29 internal_value=0 4.28805e-06 internal_weight=0 162.611 internal_count=3045 3030 is_linear=0 shrinkage=0.000400217 Tree=4432 num_leaves=4 num_cat=0 split_feature=474 456 52 split_gain=4.24877 3.92107 0.111412 threshold=-1.0000000180025095e-35 0.084065000000000015 -0.074594999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019858094353514683 0.0016756865190491205 -0.011994120017371582 -0.033988624247539304 leaf_weight=1.5754390711663293 155.71177635193453 9.1502258664695528 0.80406363494694133 leaf_count=78 2824 196 32 internal_value=0 0.000909355 -0.0259459 internal_weight=0 164.862 2.3795 internal_count=3130 3020 110 is_linear=0 shrinkage=0.0204111 Tree=4433 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=6.47831 8.24941 5.7605 threshold=0.084045000000000022 0.10812000000000001 -0.015559999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019285806903216544 -0.00016897954853683906 0.000278827228236941 -2.076778186668116e-05 leaf_weight=28.042173872425337 60.732909207683406 7.2876940821297458 71.664937389432453 leaf_count=366 2005 33 643 internal_value=0 -0.000120622 3.94625e-05 internal_weight=0 68.0206 99.7071 internal_count=3047 2038 1009 is_linear=0 shrinkage=0.000400217 Tree=4434 num_leaves=4 num_cat=0 split_feature=2 48 49 split_gain=4.45603 5.40306 0.465398 threshold=0.153865 0.12879500000000002 0.11447000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4351082732586867e-06 0.00040882479591221132 -0.00033139624940906298 0.0001555337717745305 leaf_weight=154.14306447678246 3.8915591796394429 8.5439138488145527 1.9204397314460946 leaf_count=2904 88 78 24 internal_value=0 -2.37174e-05 0.000329652 internal_weight=0 162.687 5.812 internal_count=3094 2982 112 is_linear=0 shrinkage=0.000400217 Tree=4435 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=5.47673 5.81439 5.39365 threshold=0.10384000000000002 0.084050000000000014 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8438287074416297e-05 0.00018730613959024763 -0.00030859005140631445 -5.9715688975674316e-05 leaf_weight=95.815157551289303 38.939226130431052 12.396925227629252 22.141741082537919 leaf_count=1386 527 987 185 internal_value=0 -5.19631e-05 9.78157e-05 internal_weight=0 108.212 61.081 internal_count=3085 2373 712 is_linear=0 shrinkage=0.000400217 Tree=4436 num_leaves=4 num_cat=0 split_feature=1 3 1186 split_gain=6.34122 10.0597 6.14304 threshold=1.0000000180025095e-35 0.10812000000000001 0.083980000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020800169493950522 2.280993625768016e-05 0.00029182477167047897 0.00049488753064404689 leaf_weight=41.160407413975918 117.36038830602774 7.5429015643894664 4.4765365947969249 leaf_count=1548 1493 23 26 internal_value=0 -0.0001301 4.05935e-05 internal_weight=0 48.7033 121.837 internal_count=3090 1571 1519 is_linear=0 shrinkage=0.000400217 Tree=4437 num_leaves=4 num_cat=0 split_feature=147 1456 148 split_gain=5.31149 6.0305 3.31242 threshold=0.088565000000000019 -1.0000000180025095e-35 -0.081759999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042279266791196289 -8.5556087546394957e-05 -9.1081058226338028e-06 0.00035755846189287243 leaf_weight=5.7481920984137096 3.6691076159477225 153.37646428142034 9.7585003406275046 leaf_count=280 52 2670 87 internal_value=0 -2.43388e-05 0.000236771 internal_weight=0 159.125 13.4276 internal_count=3089 2950 139 is_linear=0 shrinkage=0.000400217 Tree=4438 num_leaves=4 num_cat=0 split_feature=160 159 15 split_gain=4.95104 4.66081 0.142812 threshold=-0.25833999999999996 -0.46979999999999994 -0.099824999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015467663884052583 0.00063312392893217757 1.5351496962595773e-05 -0.00043864563546081145 leaf_weight=0.47935518261510868 1.8671796229900781 169.16087279281055 3.7319230553985099 leaf_count=23 26 2831 250 internal_value=0 2.25058e-05 -0.000411166 internal_weight=0 171.028 4.21128 internal_count=3130 2857 273 is_linear=0 shrinkage=0.000400217 Tree=4439 num_leaves=4 num_cat=0 split_feature=1429 133 484 split_gain=4.57295 3.94344 0.443261 threshold=-1.0000000180025095e-35 0.13997000000000001 0.090250000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016460972261905477 0.0015816694939849081 -0.018915601355540081 -0.034242682335264937 leaf_weight=2.3918727700947779 162.73611225649074 3.8949211584840659 0.97618526119913429 leaf_count=114 2620 307 21 internal_value=0 0.00109018 -0.0225507 internal_weight=0 166.631 3.36806 internal_count=3062 2927 135 is_linear=0 shrinkage=0.0204111 Tree=4440 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=5.02999 11.5315 9.57619 threshold=-0.10726999999999999 0.12879500000000002 -0.074479999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0064968587455953271 -0.010941195526103984 -0.025566975393122408 0.0021186742009387054 leaf_weight=65.250379871518817 38.046900458211894 4.9229711117222896 60.365724553179462 leaf_count=526 1612 39 922 internal_value=0 0.00421029 -0.00293704 internal_weight=0 70.1734 98.4126 internal_count=3099 565 2534 is_linear=0 shrinkage=0.0204111 Tree=4441 num_leaves=4 num_cat=0 split_feature=484 1373 150 split_gain=5.37756 4.97753 4.9319 threshold=-0.0048899999999999994 0.099250000000000019 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033798990451535218 4.4765447362777244e-05 -0.00048074439129820832 0.00029811380706333058 leaf_weight=11.064734536805188 160.27470317135158 2.8284580741310483 2.27452035434544 leaf_count=458 2553 26 16 internal_value=0 3.53288e-05 -0.000227947 internal_weight=0 163.103 13.3393 internal_count=3053 2579 474 is_linear=0 shrinkage=0.000400217 Tree=4442 num_leaves=3 num_cat=0 split_feature=2 156 split_gain=5.67482 4.48439 threshold=-0.58149499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.11858688194412281 -0.02177882419781775 0.0023079371517236622 leaf_weight=0.051182234659789994 3.1705553386273087 171.27735356602352 leaf_count=2 157 2945 internal_value=0 0.00185648 internal_weight=0 174.448 internal_count=3104 3102 is_linear=0 shrinkage=0.0204111 Tree=4443 num_leaves=4 num_cat=0 split_feature=2 159 123 split_gain=5.49233 6.02384 4.81754 threshold=0.097925000000000012 0.091625000000000026 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3103796625475382e-05 3.7564149259407319e-05 -0.0003686644364367756 0.00033168906897657491 leaf_weight=89.563374710560311 63.847769923901069 9.3673688864801061 10.264154885662718 leaf_count=1916 804 217 142 internal_value=0 -6.52576e-05 7.8738e-05 internal_weight=0 98.9307 74.1119 internal_count=3079 2133 946 is_linear=0 shrinkage=0.000400217 Tree=4444 num_leaves=3 num_cat=0 split_feature=31 1 split_gain=5.20793 4.79946 threshold=-1.0000000180025095e-35 0.11584000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023043201655009921 -0.0029297361128701716 0.0060601726982185177 leaf_weight=3.6757660871371618 126.72242431803897 30.627402296289802 leaf_count=85 2595 386 internal_value=0 -0.00117683 internal_weight=0 157.35 internal_count=3066 2981 is_linear=0 shrinkage=0.0204111 Tree=4445 num_leaves=3 num_cat=0 split_feature=31 46 split_gain=5.50302 4.68398 threshold=-1.0000000180025095e-35 0.081930000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044954831713276284 -8.9852993934793105e-06 -0.000424464900070086 leaf_weight=3.9812812448944888 161.04022919473937 4.354956818278878 leaf_count=86 2929 45 internal_value=0 -2.02049e-05 internal_weight=0 165.395 internal_count=3060 2974 is_linear=0 shrinkage=0.000400217 Tree=4446 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=5.76587 5.82274 2.07839 threshold=-0.25766499999999998 -0.11664999999999999 -0.46879999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001104412489226063 -0.00025995394841555073 -4.9702600652558454e-06 0.00033299187252867646 leaf_weight=1.9852248469833274 15.895485293702221 138.15379073451913 9.7863707032520306 leaf_count=35 240 2524 187 internal_value=0 -3.14503e-05 0.000257873 internal_weight=0 154.049 11.7716 internal_count=2986 2764 222 is_linear=0 shrinkage=0.000400217 Tree=4447 num_leaves=4 num_cat=0 split_feature=16 42 15 split_gain=6.52432 7.81917 7.31737 threshold=0.26639000000000007 0.10134500000000002 -0.095604999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0056791432522417494 -0.019128755549048315 0.02210529246691657 0.0040037089126147667 leaf_weight=45.850833537639119 12.598023354512405 2.1593157082679673 111.03680376720149 leaf_count=616 328 31 2114 internal_value=0 -0.0129743 0.00117184 internal_weight=0 14.7573 156.888 internal_count=3089 359 2730 is_linear=0 shrinkage=0.0204111 Tree=4448 num_leaves=4 num_cat=0 split_feature=4 4 50 split_gain=5.39801 7.5215 6.19906 threshold=0.0064450000000000011 -0.0015099999999999998 0.11843500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040652861897548867 0.0060329470051755582 -0.016299467414377357 -0.02088797794663871 leaf_weight=84.815950903095654 67.692650722892722 14.420683810909393 3.6528880190599002 leaf_count=2015 831 220 51 internal_value=0 -0.0027318 0.00462403 internal_weight=0 99.2366 71.3455 internal_count=3117 2235 882 is_linear=0 shrinkage=0.0204111 Tree=4449 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=5.79339 7.66668 5.45955 threshold=-0.10462499999999998 0.0047850000000000011 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0082602353186818408 -0.0043775214762719495 0.0084993897175033063 0.012005291259679817 leaf_weight=7.0137564233737058 108.56681598823343 23.304798011959065 25.063945141737349 leaf_count=90 2463 323 223 internal_value=0 -0.00209659 0.00756094 internal_weight=0 131.872 32.0777 internal_count=3099 2786 313 is_linear=0 shrinkage=0.0204111 Tree=4450 num_leaves=4 num_cat=0 split_feature=1213 403 475 split_gain=5.31633 5.57031 4.34736 threshold=-1.0000000180025095e-35 -0.083219999999999975 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044701158921508149 -0.00036980228867231464 3.4185644639642521e-05 -0.00042613900442908418 leaf_weight=0.95703488588333119 5.5581445142452131 152.57596748447395 6.9084503270132691 leaf_count=2 354 2259 480 internal_value=0 1.97345e-05 -0.000315115 internal_weight=0 158.134 7.86549 internal_count=3095 2613 482 is_linear=0 shrinkage=0.000400217 Tree=4451 num_leaves=4 num_cat=0 split_feature=9 14 16 split_gain=4.99388 4.00451 0.0180991 threshold=-1.0000000180025095e-35 0.078335000000000016 -0.056829999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023703154982923053 0.0010311672288504791 -0.022557882198573114 0.017312734046921702 leaf_weight=2.4393967369105667 162.33829183102353 2.9426867287838823 2.7235568837495512 leaf_count=61 2953 89 37 internal_value=0 0.000596197 0.0207711 internal_weight=0 165.281 5.16295 internal_count=3140 3042 98 is_linear=0 shrinkage=0.0204111 Tree=4452 num_leaves=4 num_cat=0 split_feature=130 156 3 split_gain=4.71281 4.43325 2.53849 threshold=0.085970000000000005 0.11896500000000002 0.0055300000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013820546829118388 -0.022288543159817917 -0.025006968135266351 0.017658719976139194 leaf_weight=158.29586270888103 5.2160615830507586 2.5855498151504426 0.67248364444822062 leaf_count=2663 340 94 6 internal_value=0 0.000940856 -0.0174821 internal_weight=0 160.881 5.88855 internal_count=3103 2757 346 is_linear=0 shrinkage=0.0204111 Tree=4453 num_leaves=4 num_cat=0 split_feature=0 1 484 split_gain=5.48747 7.74172 4.88238 threshold=-0.074249999999999997 0.086100000000000024 -0.083139999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.009682633853664132 -0.023379703571272035 0.0020844789306603403 0.007073704754033139 leaf_weight=33.825799276179168 2.1682949820533386 74.174762010166887 60.495575031149201 leaf_count=1370 56 822 855 internal_value=0 -0.00160719 0.00598014 internal_weight=0 108.001 62.6639 internal_count=3103 2192 911 is_linear=0 shrinkage=0.0204111 Tree=4454 num_leaves=4 num_cat=0 split_feature=403 155 15 split_gain=4.5647 4.66741 1.74027 threshold=-0.092224999999999988 0.088505000000000014 -0.17159499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027681970318992798 4.6837547892106764e-05 -0.00035948327250065254 -0.00041201264509584188 leaf_weight=0.58778070821426798 164.57727374366368 4.5452190054929806 4.8440865832963018 leaf_count=19 2539 188 367 internal_value=0 3.56869e-05 -0.000333389 internal_weight=0 169.122 5.43187 internal_count=3113 2727 386 is_linear=0 shrinkage=0.000400217 Tree=4455 num_leaves=4 num_cat=0 split_feature=42 43 156 split_gain=4.76454 6.09298 5.69302 threshold=-1.0000000180025095e-35 -0.19537999999999997 0.050840000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012908066290736384 0.017507627826387786 0.00056999611981403111 0.011052299859024178 leaf_weight=19.781986592861362 9.3792714024893922 130.74632701827795 5.121724398166406 leaf_count=772 79 2151 72 internal_value=0 0.00171679 -0.00795294 internal_weight=0 140.126 24.9037 internal_count=3074 2230 844 is_linear=0 shrinkage=0.0204111 Tree=4456 num_leaves=4 num_cat=0 split_feature=376 47 3 split_gain=4.8537 5.74523 2.29897 threshold=0.048375000000000008 0.11669500000000001 -0.0025949999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022000370429322636 0.01748393890918875 -0.01669089841333982 -0.0011134990817980562 leaf_weight=144.79458841835731 8.8893414905760419 9.2835264733294007 3.9812352161388835 leaf_count=2821 105 124 54 internal_value=0 -0.00122381 0.0117712 internal_weight=0 154.078 12.8706 internal_count=3104 2945 159 is_linear=0 shrinkage=0.0204111 Tree=4457 num_leaves=4 num_cat=0 split_feature=42 1 2 split_gain=6.1048 11.3045 7.10212 threshold=0.084050000000000014 0.091615000000000016 -0.58149499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.14163555788417417 -0.015658977148511981 0.0045030259577130078 0.0038894574015696732 leaf_weight=0.027988960966466858 21.868997270939872 24.41683202132117 116.2692463145213 leaf_count=1 945 418 1669 internal_value=0 -0.00503786 0.00371824 internal_weight=0 46.2858 116.297 internal_count=3033 1363 1670 is_linear=0 shrinkage=0.0204111 Tree=4458 num_leaves=4 num_cat=0 split_feature=1 0 1186 split_gain=5.16952 10.4677 5.45953 threshold=1.0000000180025095e-35 -0.084074999999999997 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034944723353963741 2.6878183747467294e-05 3.2308283102759385e-05 0.00047755689634365801 leaf_weight=18.2481029357441 118.84267465752782 30.766462100975332 4.3562203026376656 leaf_count=772 1521 783 26 internal_value=0 -0.000110292 4.3233e-05 internal_weight=0 49.0146 123.199 internal_count=3102 1555 1547 is_linear=0 shrinkage=0.000400217 Tree=4459 num_leaves=4 num_cat=0 split_feature=2 0 12 split_gain=4.9125 7.9123 6.33231 threshold=1.0000000180025095e-35 -0.10726999999999999 0.098940000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011267807607261208 0.00387643795611537 -0.010945303310452934 -0.01164901400132096 leaf_weight=8.5177840166725201 113.75635692793003 29.624852150212973 11.999885431025175 leaf_count=47 1993 664 350 internal_value=0 -0.00596634 0.00238593 internal_weight=0 38.1426 125.756 internal_count=3054 711 2343 is_linear=0 shrinkage=0.0204111 Tree=4460 num_leaves=4 num_cat=0 split_feature=3 1 47 split_gain=5.07138 9.29427 4.23038 threshold=-0.10643499999999999 0.090515000000000012 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.2543335026321494e-05 -0.00018441768060822948 3.2868389602095483e-05 0.0003502257831792656 leaf_weight=32.3908549065236 56.51216387731256 71.090334198554046 8.3671565209515375 leaf_count=357 1765 917 43 internal_value=0 -6.34398e-05 9.85407e-05 internal_weight=0 127.602 40.758 internal_count=3082 2682 400 is_linear=0 shrinkage=0.000400217 Tree=4461 num_leaves=4 num_cat=0 split_feature=133 2 1 split_gain=4.10993 4.16853 0.639902 threshold=0.13997000000000001 0.14808000000000002 0.12220000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5933600414214391e-05 -0.00042671007768359855 0.00030163254468028235 5.3034822625986319e-05 leaf_weight=159.60457004359341 3.6039217858487964 8.5111129723954928 0.47964650578796852 leaf_count=2621 313 130 13 internal_value=0 3.05887e-05 -0.000370449 internal_weight=0 168.116 4.08357 internal_count=3077 2751 326 is_linear=0 shrinkage=0.000400217 Tree=4462 num_leaves=3 num_cat=0 split_feature=31 1373 split_gain=4.84857 4.64059 threshold=-1.0000000180025095e-35 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022112322328227529 -0.00050554539898555091 -0.027452789979205073 leaf_weight=3.7744834849145255 158.18133823416429 2.5961474350769995 leaf_count=94 2959 25 internal_value=0 -0.000959477 internal_weight=0 160.777 internal_count=3078 2984 is_linear=0 shrinkage=0.0204111 Tree=4463 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=4.47565 4.52141 threshold=-0.51586999999999994 -0.24354499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040829265976694901 -0.00041835974274786374 2.6864776024489195e-05 leaf_weight=3.9500212247949085 3.625431639578891 162.93263577556354 leaf_count=229 188 2709 internal_value=0 1.68991e-05 internal_weight=0 166.558 internal_count=3126 2897 is_linear=0 shrinkage=0.000400217 Tree=4464 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=4.42594 5.17765 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041136612808447524 0.00058856266540000771 -2.5757281494871061e-05 leaf_weight=4.5852348890912245 2.116969551658257 156.29861547955079 leaf_count=282 28 2710 internal_value=0 -1.7138e-05 internal_weight=0 158.416 internal_count=3020 2738 is_linear=0 shrinkage=0.000400217 Tree=4465 num_leaves=4 num_cat=0 split_feature=52 52 42 split_gain=4.54261 4.40141 1.13479 threshold=-0.41845999999999994 -0.41304999999999997 0.10732000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02106023241105277 0.04722464048163745 0.00083663498785782684 0.0057618107465081348 leaf_weight=4.8099990090122438 0.74477323517203231 160.86677090286685 0.70984671381302167 leaf_count=282 3 2773 17 internal_value=0 0.00108296 -0.017565 internal_weight=0 161.612 5.51985 internal_count=3075 2776 299 is_linear=0 shrinkage=0.0204111 Tree=4466 num_leaves=4 num_cat=0 split_feature=131 132 52 split_gain=4.8365 6.30843 4.43102 threshold=0.092255000000000018 0.081055000000000016 -0.23266999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0538277537140464e-06 0.00022976392645491437 0.00027933602020459585 -0.00038180010729448185 leaf_weight=144.92916177891311 2.3440029547782606 13.991189375636166 8.6054626567638461 leaf_count=2576 38 168 304 internal_value=0 2.38107e-05 -0.000249879 internal_weight=0 158.92 10.9495 internal_count=3086 2744 342 is_linear=0 shrinkage=0.000400217 Tree=4467 num_leaves=3 num_cat=0 split_feature=31 48 split_gain=4.86582 4.50037 threshold=-1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043088013680544346 -7.3709269920879964e-07 -0.00027042152144691794 leaf_weight=3.8525292270351192 157.55345183583267 10.464668163214808 leaf_count=89 2915 91 internal_value=0 -1.77027e-05 internal_weight=0 168.018 internal_count=3095 3006 is_linear=0 shrinkage=0.000400217 Tree=4468 num_leaves=4 num_cat=0 split_feature=457 13 49 split_gain=5.36401 5.86567 5.65954 threshold=0.079930000000000015 -0.09194999999999999 -0.083659999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065616039671013973 -0.0099780110217665384 -0.0031238122620910313 0.013216245009470837 leaf_weight=34.710548467293847 5.2857014265609932 103.30814795001061 23.677363499300554 leaf_count=410 63 2376 194 internal_value=0 -0.000684667 0.00896122 internal_weight=0 138.019 28.9631 internal_count=3043 2786 257 is_linear=0 shrinkage=0.0204111 Tree=4469 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=5.57163 5.92543 4.90037 threshold=0.094655000000000017 0.099195000000000019 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7679449237804361e-05 -0.00041551091843388289 -0.00040606513620904838 8.8083467088357823e-05 leaf_weight=86.011745527139283 3.121561709791421 7.9774067393300347 73.21561721758917 leaf_count=1892 123 289 809 internal_value=0 -7.85447e-05 6.69122e-05 internal_weight=0 93.9892 76.3372 internal_count=3113 2181 932 is_linear=0 shrinkage=0.000400217 Tree=4470 num_leaves=3 num_cat=0 split_feature=1444 2 split_gain=4.70586 4.26976 threshold=-0.084559999999999982 0.153865 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.030298360821034636 -0.0016732441879446633 0.01658477268743035 leaf_weight=1.9076747224898998 156.55598091660067 5.4127543683862305 leaf_count=28 2985 107 internal_value=0 -0.00105205 internal_weight=0 161.969 internal_count=3120 3092 is_linear=0 shrinkage=0.0204111 Tree=4471 num_leaves=3 num_cat=0 split_feature=1213 456 split_gain=4.44106 4.39349 threshold=-0.082704999999999987 0.087495000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021812904711899429 0.0027476913901293256 -0.01357257832586212 leaf_weight=3.2020779880258479 160.29873311788833 7.0695993323461144 leaf_count=280 2609 159 internal_value=0 0.00204971 internal_weight=0 167.368 internal_count=3048 2768 is_linear=0 shrinkage=0.0204111 Tree=4472 num_leaves=4 num_cat=0 split_feature=43 456 15 split_gain=4.85098 4.69305 0.668901 threshold=0.25537500000000007 0.084065000000000015 -0.23160499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010874814759528947 -0.0019641378655791976 -0.015098261934290168 -0.025555703270295691 leaf_weight=152.97146649859496 0.60678517166525114 7.7337255395832463 3.4002966193511375 leaf_count=2694 11 189 169 internal_value=0 0.000298594 -0.0221338 internal_weight=0 160.705 4.00708 internal_count=3063 2883 180 is_linear=0 shrinkage=0.0204111 Tree=4473 num_leaves=3 num_cat=0 split_feature=51 403 split_gain=5.27352 4.50507 threshold=-0.39874999999999999 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046525047977118134 -0.00037816111031184995 2.5582744845251039e-05 leaf_weight=3.6378415816870975 4.4382971813320173 163.12140671313682 leaf_count=120 349 2608 internal_value=0 1.4643e-05 internal_weight=0 167.56 internal_count=3077 2957 is_linear=0 shrinkage=0.000400217 Tree=4474 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=6.52524 11.348 4.2268 threshold=0.09450500000000002 -0.076894999999999977 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010796083611583393 -0.00021672343600522199 -0.00018674928892794886 0.0001097283739537782 leaf_weight=32.813459887183853 6.894040544750168 57.381388191774022 68.80137196497526 leaf_count=855 122 1238 814 internal_value=0 -7.95309e-05 7.97202e-05 internal_weight=0 90.1948 75.6954 internal_count=3029 2093 936 is_linear=0 shrinkage=0.000400217 Tree=4475 num_leaves=3 num_cat=0 split_feature=31 457 split_gain=4.54926 4.29781 threshold=-1.0000000180025095e-35 -0.0056599999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022741005291617468 -0.010609260443106163 0.0008060690936137208 leaf_weight=3.5475550717674187 15.065732270013539 145.00270214339253 leaf_count=90 238 2759 internal_value=0 -0.000275013 internal_weight=0 160.068 internal_count=3087 2997 is_linear=0 shrinkage=0.0204111 Tree=4476 num_leaves=4 num_cat=0 split_feature=4 15 47 split_gain=4.48646 7.45869 4.71297 threshold=0.27150500000000005 -0.14127499999999996 0.11861000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040436946984016695 0.00022338208142884373 5.031836001939669e-06 -0.00026852902978262617 leaf_weight=7.3946486116037695 23.986280008452017 141.20180176805297 3.4872662331908932 leaf_count=157 352 2601 23 internal_value=0 -1.56304e-05 0.000160106 internal_weight=0 148.596 27.4735 internal_count=3133 2758 375 is_linear=0 shrinkage=0.000400217 Tree=4477 num_leaves=4 num_cat=0 split_feature=484 14 2 split_gain=6.90038 5.28999 4.11228 threshold=-1.0000000180025095e-35 0.073890000000000011 0.11212000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043807199703815614 4.2410556342471321e-05 -0.00045591894594839457 7.5329159669942507e-06 leaf_weight=8.3005655731394636 157.54967556457268 3.37601868569618 5.4706973140127948 leaf_count=417 2510 79 63 internal_value=0 3.16465e-05 -0.00026242 internal_weight=0 160.926 13.7713 internal_count=3069 2589 480 is_linear=0 shrinkage=0.000400217 Tree=4478 num_leaves=3 num_cat=0 split_feature=158 49 split_gain=5.31965 5.39626 threshold=0.10858500000000001 -0.088014999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00016199748684578497 -0.00042781727248620877 6.4289563669302755e-05 leaf_weight=18.848919667769223 3.8799065952771334 153.95879671313742 leaf_count=182 151 2763 internal_value=0 3.95185e-05 internal_weight=0 172.808 internal_count=3096 2945 is_linear=0 shrinkage=0.000400217 Tree=4479 num_leaves=4 num_cat=0 split_feature=3 39 49 split_gain=5.63757 9.2288 5.16097 threshold=-0.10643499999999999 0.0047850000000000011 -0.067929999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043478659086397986 -0.00010125475772325453 0.00016479014274177836 5.8227273588786923e-05 leaf_weight=6.9618105525150886 102.3641458247439 26.123993311426602 33.436470251646824 leaf_count=35 2342 337 365 internal_value=0 -4.70666e-05 0.000124142 internal_weight=0 128.488 40.3983 internal_count=3079 2679 400 is_linear=0 shrinkage=0.000400217 Tree=4480 num_leaves=4 num_cat=0 split_feature=1 44 15 split_gain=4.99273 6.49264 2.43153 threshold=0.13594500000000004 1.0000000180025095e-35 0.037885000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3254912898965452e-05 0.00034419366938099862 -0.00049763167023067685 -9.6866192289781866e-05 leaf_weight=150.30582478683209 8.8306779278209415 4.4554817602038375 2.525201153010129 leaf_count=2834 164 51 24 internal_value=0 -2.75495e-05 0.000246127 internal_weight=0 154.761 11.3559 internal_count=3073 2885 188 is_linear=0 shrinkage=0.000400217 Tree=4481 num_leaves=3 num_cat=0 split_feature=31 457 split_gain=4.45916 4.08629 threshold=-1.0000000180025095e-35 0.53894500000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042882031429214646 6.3273723824652343e-06 -0.0004887117900794646 leaf_weight=3.8314893109491086 162.03779763856437 2.603566735982894 leaf_count=96 3010 14 internal_value=0 -1.82777e-06 internal_weight=0 164.641 internal_count=3120 3024 is_linear=0 shrinkage=0.000400217 Tree=4482 num_leaves=3 num_cat=0 split_feature=149 1456 split_gain=5.29472 5.5387 threshold=0.10770500000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034505047529400805 -0.00055643665463844349 3.2638273599386434e-05 leaf_weight=6.3460878506739382 2.4901603045873335 168.21415468206396 leaf_count=299 24 2757 internal_value=0 1.86951e-05 internal_weight=0 174.56 internal_count=3080 3056 is_linear=0 shrinkage=0.000400217 Tree=4483 num_leaves=4 num_cat=0 split_feature=130 158 160 split_gain=4.64649 4.82194 4.09041 threshold=1.0000000180025095e-35 0.084965000000000027 0.104535 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6576845204588449e-05 -0.00044274245583126741 -0.0002108008859593436 0.00036101196500145169 leaf_weight=150.13716250909783 5.7517688868247197 12.529601340298539 1.1377813191502353 leaf_count=2332 370 300 29 internal_value=0 2.66207e-05 -0.000306355 internal_weight=0 162.667 6.88955 internal_count=3031 2632 399 is_linear=0 shrinkage=0.000400217 Tree=4484 num_leaves=3 num_cat=0 split_feature=52 482 split_gain=4.23365 4.24793 threshold=-0.51586999999999994 0.10022500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020885819672107037 0.0016149360966479906 -0.023905136456342149 leaf_weight=3.5852627983549601 164.9656209731329 2.6511159886722444 leaf_count=210 2801 85 internal_value=0 0.00119561 internal_weight=0 167.617 internal_count=3096 2886 is_linear=0 shrinkage=0.0204111 Tree=4485 num_leaves=3 num_cat=0 split_feature=158 33 split_gain=4.7391 4.67906 threshold=0.11015500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039184286305674732 -0.00044407219906625442 3.2262158481807163e-05 leaf_weight=4.1636077407747498 3.4642016848520134 164.1338030625484 leaf_count=42 134 2905 internal_value=0 2.15164e-05 internal_weight=0 168.297 internal_count=3081 2947 is_linear=0 shrinkage=0.000400217 Tree=4486 num_leaves=4 num_cat=0 split_feature=0 12 3 split_gain=4.95397 8.74025 6.69268 threshold=-0.074479999999999977 0.085845000000000019 -0.0039799999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018270070609184815 0.0093605704427453564 -0.01091742951960966 -0.0059008363946745903 leaf_weight=76.509723525436129 45.341689596185461 31.58470685838256 16.164942098315805 leaf_count=961 754 1226 173 internal_value=0 -0.0019043 0.00534619 internal_weight=0 108.094 61.5066 internal_count=3114 2187 927 is_linear=0 shrinkage=0.0204111 Tree=4487 num_leaves=4 num_cat=0 split_feature=42 33 475 split_gain=7.57812 6.72944 5.47009 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0019549999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025950296518589832 -0.00048896515870302094 5.0482821910856319e-05 -0.0002835400398587665 leaf_weight=3.3843197544629247 3.6873877942562094 148.32629226353311 20.396307175527909 leaf_count=49 36 2245 785 internal_value=0 3.70472e-05 -0.000205403 internal_weight=0 152.014 23.7806 internal_count=3115 2281 834 is_linear=0 shrinkage=0.000400217 Tree=4488 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=5.14694 6.63247 6.34427 threshold=-0.060269999999999997 -0.087944999999999982 -0.054509999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3918114450990541e-05 0.00057950291280558087 -0.00019748549379542156 6.6018228090821245e-05 leaf_weight=87.827945631492184 4.0984590700245453 32.473181234148797 46.138243503402919 leaf_count=1057 43 1468 517 internal_value=0 -4.32772e-05 0.000109105 internal_weight=0 120.301 50.2367 internal_count=3085 2525 560 is_linear=0 shrinkage=0.000400217 Tree=4489 num_leaves=4 num_cat=0 split_feature=2 16 13 split_gain=5.77998 8.50739 5.16438 threshold=0.097925000000000012 -0.15336499999999997 -0.073984999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015578694057675024 0.00022561447746893522 -0.00011596990058744045 1.0661972361664233e-05 leaf_weight=24.217802303377539 29.713031997904181 76.320510138102691 44.816930558270542 leaf_count=225 322 1934 615 internal_value=0 -5.04083e-05 9.65675e-05 internal_weight=0 100.538 74.53 internal_count=3096 2159 937 is_linear=0 shrinkage=0.000400217 Tree=4490 num_leaves=4 num_cat=0 split_feature=150 457 2 split_gain=5.20549 5.48007 4.84704 threshold=0.082085000000000019 -0.11700999999999999 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022537659391528901 -0.0017059007437743531 -0.0028455812115830408 0.012714160959837496 leaf_weight=3.5374598980415604 17.279642424313352 122.81894450093387 21.990924896090291 leaf_count=20 196 2655 204 internal_value=0 -0.00211563 0.00638231 internal_weight=0 126.356 39.2706 internal_count=3075 2675 400 is_linear=0 shrinkage=0.0204111 Tree=4491 num_leaves=3 num_cat=0 split_feature=457 133 split_gain=4.79706 4.66778 threshold=0.53894500000000012 0.13997000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.0560561454641952e-05 -0.00053147812087633178 -0.0003777811776068782 leaf_weight=166.87932311913755 2.3617552667856208 4.2728787465603082 leaf_count=2720 12 327 internal_value=0 2.98763e-05 internal_weight=0 171.152 internal_count=3059 3047 is_linear=0 shrinkage=0.000400217 Tree=4492 num_leaves=4 num_cat=0 split_feature=4 0 13 split_gain=6.62412 6.9863 1.41139 threshold=-0.49367499999999992 -0.0013399999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0072233029489162156 -0.00043306284221293005 0.012388830687735018 -0.02487737436539424 leaf_weight=3.3234172072261572 140.12624997612147 20.151399769587442 4.6637051969300947 leaf_count=40 2763 191 112 internal_value=0 0.00118653 -0.017733 internal_weight=0 160.278 7.98712 internal_count=3106 2954 152 is_linear=0 shrinkage=0.0204111 Tree=4493 num_leaves=4 num_cat=0 split_feature=1429 128 159 split_gain=4.5789 4.7035 0.444192 threshold=-1.0000000180025095e-35 0.088865000000000013 0.10500500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016306664231264312 0.0021660242287510779 -0.020390510868904053 -0.034482353110719392 leaf_weight=2.2761808656505305 160.6138386567909 3.8345107757195356 0.93386301957070816 leaf_count=134 2748 188 10 internal_value=0 0.00162655 -0.0225783 internal_weight=0 164.448 3.21004 internal_count=3080 2936 144 is_linear=0 shrinkage=0.0204111 Tree=4494 num_leaves=3 num_cat=0 split_feature=1375 0 split_gain=5.52848 4.6386 threshold=-0.43271999999999994 -0.10726999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.03051032945710995 0.0052391396502264008 -0.0017775678255356174 leaf_weight=2.2394969960441804 65.01225109223742 98.70078516441572 leaf_count=16 538 2527 internal_value=0 0.00101052 internal_weight=0 163.713 internal_count=3081 3065 is_linear=0 shrinkage=0.0204111 Tree=4495 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=5.69397 9.77035 7.34348 threshold=1.0000000180025095e-35 0.085225000000000009 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.678603707680956e-06 9.4133360112755752e-05 -0.00040960272951796054 -0.00014513222313321348 leaf_weight=35.942995548743056 95.205705700092949 13.335665085178332 26.085989640443586 leaf_count=886 1226 665 304 internal_value=0 -0.000118588 4.25885e-05 internal_weight=0 49.2787 121.292 internal_count=3081 1551 1530 is_linear=0 shrinkage=0.000400217 Tree=4496 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=5.23837 16.4601 6.04825 threshold=-0.083499999999999977 -0.084169999999999981 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014984437491107991 -0.005504111809588398 0.057336520881171263 0.0099622793326497681 leaf_weight=50.690787382423878 99.549103128199931 2.1875669391301917 11.675546507758552 leaf_count=929 1913 60 225 internal_value=0 0.00392472 -0.00387218 internal_weight=0 52.8784 111.225 internal_count=3127 989 2138 is_linear=0 shrinkage=0.0204111 Tree=4497 num_leaves=4 num_cat=0 split_feature=52 48 484 split_gain=5.38068 8.67364 6.05001 threshold=-0.048794999999999991 -0.065059999999999993 -0.0048899999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020836356011140231 0.012856720552567997 -0.0040593002946528525 0.0070190570803611487 leaf_weight=3.3256192611297584 14.380903543438761 98.116048455529381 60.402698500838596 leaf_count=155 107 2083 782 internal_value=0 -0.00188623 0.00553145 internal_weight=0 112.497 63.7283 internal_count=3127 2190 937 is_linear=0 shrinkage=0.0204111 Tree=4498 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=4.63363 8.42621 4.31047 threshold=0.27150500000000005 0.080455000000000013 0.12011000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5955021778580487e-06 0.00022480359477778874 -0.00050606665741871539 -0.00022261203708945728 leaf_weight=133.59622619452421 22.611409796169031 5.4797773708123705 3.9733771923929444 leaf_count=2544 330 133 28 internal_value=0 -2.47453e-05 0.000157279 internal_weight=0 139.076 26.5848 internal_count=3035 2677 358 is_linear=0 shrinkage=0.000400217 Tree=4499 num_leaves=4 num_cat=0 split_feature=14 3 48 split_gain=5.73364 5.71067 1.3662 threshold=0.077685000000000018 0.17769000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2868712395782856e-05 -0.00079478868262872736 0.0002685400404987137 -0.00027700116321574243 leaf_weight=154.32228478931938 1.4673242618446241 11.467103163478894 2.0962446077028281 leaf_count=2845 16 143 82 internal_value=0 -2.5453e-06 -0.000507921 internal_weight=0 165.789 3.56357 internal_count=3086 2988 98 is_linear=0 shrinkage=0.000400217 Tree=4500 num_leaves=4 num_cat=0 split_feature=1456 3 13 split_gain=4.73234 4.42171 0.470254 threshold=1.0000000180025095e-35 -0.16935999999999998 -0.0078949999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011665481440011699 -0.010755868540251876 -0.00082700076395834509 -0.025019093406466679 leaf_weight=12.70342377386987 1.7745001777075229 149.44465264344763 3.0471463998837853 leaf_count=139 197 2666 58 internal_value=0 0.000159092 -0.0201331 internal_weight=0 162.148 4.82165 internal_count=3060 2805 255 is_linear=0 shrinkage=0.0204111 Tree=4501 num_leaves=4 num_cat=0 split_feature=2 13 150 split_gain=5.87427 8.7063 4.68277 threshold=0.097925000000000012 0.077550000000000022 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0057298420989790365 0.0019271315812752524 0.010710133139964289 0.014724812347778369 leaf_weight=82.0365571318398 55.872164204454748 15.934416975127531 15.043043284676967 leaf_count=2000 797 168 160 internal_value=0 -0.0030468 0.0046608 internal_weight=0 97.971 70.9152 internal_count=3125 2168 957 is_linear=0 shrinkage=0.0204111 Tree=4502 num_leaves=4 num_cat=0 split_feature=42 43 3 split_gain=5.57975 5.2978 2.11282 threshold=-0.10749999999999998 -0.07440999999999999 -0.14092999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017198780457897296 0.00012801896719101237 -2.1276665715760428e-05 -0.00043773634780137904 leaf_weight=1.0220429219189098 58.553383281629067 108.37681990127021 5.5536894685064899 leaf_count=30 1123 1801 164 internal_value=0 3.11418e-05 -0.000341676 internal_weight=0 166.93 6.57573 internal_count=3118 2924 194 is_linear=0 shrinkage=0.000400217 Tree=4503 num_leaves=4 num_cat=0 split_feature=12 4 474 split_gain=5.65491 10.0917 5.87364 threshold=0.023990000000000004 0.091965000000000005 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000551420055353668 -0.0096849749763932725 0.006465924985114199 0.015249704458254871 leaf_weight=76.216452536929864 53.370260560826864 22.978787868050858 13.193905115826054 leaf_count=721 2032 230 110 internal_value=0 -0.00482169 0.00273674 internal_weight=0 76.349 89.4104 internal_count=3093 2262 831 is_linear=0 shrinkage=0.0204111 Tree=4504 num_leaves=4 num_cat=0 split_feature=1 13 2 split_gain=5.33053 6.33281 6.07253 threshold=0.076845000000000011 0.085535000000000014 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001840276102321489 -7.8353917549301309e-05 0.00013668072071091136 0.00011281171402840193 leaf_weight=39.892676905714325 40.298732651979662 12.99790945353743 77.91737074626144 leaf_count=1470 732 149 737 internal_value=0 -0.000105091 4.76327e-05 internal_weight=0 52.8906 118.216 internal_count=3088 1619 1469 is_linear=0 shrinkage=0.000400217 Tree=4505 num_leaves=4 num_cat=0 split_feature=132 38 13 split_gain=4.0073 5.91588 2.79978 threshold=0.08018500000000002 1.0000000180025095e-35 -0.077909999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0191437023728813e-05 -6.2081814813711909e-05 -0.00038023583076019125 0.00028969825011983756 leaf_weight=145.41955441723985 4.958752914681102 6.3817260019714004 13.008978591067715 leaf_count=2707 108 66 199 internal_value=0 -6.49028e-06 0.00019283 internal_weight=0 151.801 17.9677 internal_count=3080 2773 307 is_linear=0 shrinkage=0.000400217 Tree=4506 num_leaves=4 num_cat=0 split_feature=15 159 1 split_gain=4.975 8.64657 7.56431 threshold=-0.095604999999999982 0.10684 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023345995539439727 0.0036141983749070042 -0.021868655904233588 -0.0015612678581974351 leaf_weight=8.05138448422076 115.9075686497381 5.7149599548429242 35.697931680595502 leaf_count=233 2265 152 394 internal_value=0 0.00239776 -0.00561977 internal_weight=0 121.623 43.7493 internal_count=3044 2417 627 is_linear=0 shrinkage=0.0204111 Tree=4507 num_leaves=4 num_cat=0 split_feature=52 1 3 split_gain=5.69888 6.02458 3.76465 threshold=-0.24600999999999998 0.13662500000000002 -0.33698499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022706619069286452 -0.0013160651645030205 0.015705241049195174 -0.020089410342654389 leaf_weight=0.85214179754257102 141.89155836454302 9.114005715469828 9.0361550484667514 leaf_count=2 2537 168 351 internal_value=0 -0.000277862 -0.0161884 internal_weight=0 151.006 9.8883 internal_count=3058 2705 353 is_linear=0 shrinkage=0.0204111 Tree=4508 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=4.30751 5.93479 threshold=-0.52484999999999993 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00059081587220637805 0.00032723779537779132 -8.3871700347013774e-06 leaf_weight=1.8245354648679484 8.8029764487873745 157.97959781279496 leaf_count=14 80 3030 internal_value=0 9.53516e-06 internal_weight=0 166.783 internal_count=3124 3110 is_linear=0 shrinkage=0.000400217 Tree=4509 num_leaves=4 num_cat=0 split_feature=14 13 49 split_gain=4.52824 4.96161 0.336361 threshold=0.077685000000000018 0.060680000000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00089875906700742137 -0.029856110606730914 0.0082929931754953425 -0.015095720210457835 leaf_weight=137.10594797969679 1.5802214086870665 29.663618258346105 1.8105840004864138 leaf_count=2595 19 394 77 internal_value=0 0.000740662 -0.022709 internal_weight=0 166.77 3.39081 internal_count=3085 2989 96 is_linear=0 shrinkage=0.0204111 Tree=4510 num_leaves=3 num_cat=0 split_feature=1365 4 split_gain=4.83668 4.61425 threshold=1.0000000180025095e-35 0.0064450000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.3495079752668171e-05 -0.00043212373825172085 0.00010252195626372946 leaf_weight=97.919869613353512 3.7328316420316687 67.322296307684155 leaf_count=2179 58 834 internal_value=0 2.19523e-05 internal_weight=0 165.242 internal_count=3071 3013 is_linear=0 shrinkage=0.000400217 Tree=4511 num_leaves=3 num_cat=0 split_feature=52 2 split_gain=5.81293 5.13885 threshold=-0.41845999999999994 -0.58149499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041226447430542303 -0.002156243994931477 2.089697182037491e-05 leaf_weight=5.05803280690452 0.061875525861977532 166.51926850168093 leaf_count=314 2 2776 internal_value=0 1.86405e-05 internal_weight=0 166.581 internal_count=3092 2778 is_linear=0 shrinkage=0.000400217 Tree=4512 num_leaves=4 num_cat=0 split_feature=457 52 9 split_gain=4.40533 7.12516 4.72512 threshold=0.079930000000000015 -0.089799999999999977 -0.016839999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023204654091490452 -0.018330116343521975 0.011219174407693096 -0.0025048958544149225 leaf_weight=2.9324479078641152 3.8685312003362951 23.480437868507579 138.22826276397973 leaf_count=76 54 213 2770 internal_value=0 0.00698171 -0.00195284 internal_weight=0 27.349 141.161 internal_count=3113 267 2846 is_linear=0 shrinkage=0.0204111 Tree=4513 num_leaves=3 num_cat=0 split_feature=1373 150 split_gain=4.79126 4.70014 threshold=0.099250000000000019 0.082085000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0014932090096311378 -0.026994480844015206 0.0066851797836657966 leaf_weight=124.69169152987888 2.5868960189400232 38.136222992441617 leaf_count=2686 26 386 internal_value=0 0.000425544 internal_weight=0 162.828 internal_count=3098 3072 is_linear=0 shrinkage=0.0204111 Tree=4514 num_leaves=4 num_cat=0 split_feature=39 133 3 split_gain=5.39938 6.07025 3.67706 threshold=0.0047850000000000011 0.084735000000000019 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9124186103386013e-05 0.00019824406113181625 -0.0002775009902994333 -0.00021120329555137304 leaf_weight=121.17369741408038 24.644911177747421 16.445464026124682 4.000004429370164 leaf_count=1907 325 819 33 internal_value=0 -5.02007e-05 0.000140469 internal_weight=0 137.619 28.6449 internal_count=3084 2726 358 is_linear=0 shrinkage=0.000400217 Tree=4515 num_leaves=4 num_cat=0 split_feature=131 401 12 split_gain=5.77433 5.03698 4.46217 threshold=0.088865000000000013 0.079655000000000017 0.081685000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0914057375849203e-05 0.00015795975840849212 -0.00030044946836604489 -0.00036137132112656754 leaf_weight=147.07315238687443 3.4593108334811395 6.7279630859266026 10.503689883102195 leaf_count=2369 75 276 368 internal_value=0 3.53364e-05 -0.000232475 internal_weight=0 153.801 13.963 internal_count=3088 2645 443 is_linear=0 shrinkage=0.000400217 Tree=4516 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=4.58156 9.1171 4.5468 threshold=0.076845000000000011 -0.055084999999999988 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013239740509080276 4.7803245762948894e-05 0.0042323308737037286 0.010572181551335394 leaf_weight=27.881515686778584 99.459588718949817 22.320868849521503 20.541503891116008 leaf_count=1424 1234 153 287 internal_value=0 -0.00547922 0.00185752 internal_weight=0 50.2024 120.001 internal_count=3098 1577 1521 is_linear=0 shrinkage=0.0204111 Tree=4517 num_leaves=4 num_cat=0 split_feature=42 157 51 split_gain=4.70894 5.91566 4.84948 threshold=-1.0000000180025095e-35 -0.084489999999999996 -0.089539999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0065415646741303268 -0.015101751191773816 0.003441264695658862 -0.013391887157215929 leaf_weight=7.233322594198401 7.4603287857316891 134.69962690272951 16.569529697444523 leaf_count=102 209 2024 749 internal_value=0 0.00245704 -0.00733215 internal_weight=0 142.16 23.8029 internal_count=3084 2233 851 is_linear=0 shrinkage=0.0204111 Tree=4518 num_leaves=4 num_cat=0 split_feature=481 403 15 split_gain=4.91693 5.18668 0.659723 threshold=-0.029924999999999997 0.08888500000000002 -0.47129499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00076956782092594341 0.0015216986046059967 -0.018147306978148859 -0.022815587866730987 leaf_weight=0.66103564202785481 155.27514315806911 5.6819359296059693 4.1575176842161445 leaf_count=7 2543 255 280 internal_value=0 0.000815232 -0.0198774 internal_weight=0 160.957 4.81855 internal_count=3085 2798 287 is_linear=0 shrinkage=0.0204111 Tree=4519 num_leaves=4 num_cat=0 split_feature=15 4 148 split_gain=5.74466 5.09101 4.99609 threshold=0.076335000000000014 0.17888000000000001 -0.084284999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020941155911449016 -0.014482777728490449 0.011034319984233021 0.0019835309959183073 leaf_weight=3.9665756262838832 17.934795596491316 3.8879334866069248 137.23961461012368 leaf_count=67 1100 18 1873 internal_value=0 -0.00990354 0.00132348 internal_weight=0 21.8227 141.206 internal_count=3058 1118 1940 is_linear=0 shrinkage=0.0204111 Tree=4520 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=4.80855 5.25046 2.60802 threshold=0.11584000000000001 -1.0000000180025095e-35 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010737372864390443 0.012737229153663564 0.0005635636458017401 0.00085549728459601558 leaf_weight=20.066179460656713 18.101897979737263 113.23876265628496 13.357874665060079 leaf_count=804 267 1871 155 internal_value=0 -0.00114513 0.00771315 internal_weight=0 133.305 31.4598 internal_count=3097 2675 422 is_linear=0 shrinkage=0.0204111 Tree=4521 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=4.2842 5.41602 threshold=-0.40548499999999993 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022025540283260314 0.00014822417083825475 0.01571603978788039 leaf_weight=3.2980932128266423 153.98127522773575 9.7974940799176675 leaf_count=112 2835 167 internal_value=0 0.00108962 internal_weight=0 163.779 internal_count=3114 3002 is_linear=0 shrinkage=0.0204111 Tree=4522 num_leaves=4 num_cat=0 split_feature=158 52 12 split_gain=3.77785 3.77404 0.0906107 threshold=0.10858500000000001 -0.51586999999999994 0.084270000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02066584514040987 -0.01130293486146355 0.0008910968921237223 -0.022900688173402694 leaf_weight=3.3444368138734708 0.70665338209073469 160.3832674928999 2.7020965791016351 leaf_count=211 33 2744 123 internal_value=0 0.000436935 -0.0209323 internal_weight=0 163.728 3.40875 internal_count=3111 2955 156 is_linear=0 shrinkage=0.0204111 Tree=4523 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=6.43329 10.2406 4.0099 threshold=0.077800000000000022 -0.084074999999999997 -0.10185499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033495083311297117 0.00012006564988228171 3.1833193456314206e-05 -2.8626652347592455e-05 leaf_weight=20.719463552886737 62.429049610393122 29.35928896527912 54.182340733008459 leaf_count=804 461 803 1012 internal_value=0 -0.000120328 5.1016e-05 internal_weight=0 50.0788 116.611 internal_count=3080 1607 1473 is_linear=0 shrinkage=0.000400217 Tree=4524 num_leaves=4 num_cat=0 split_feature=1 12 151 split_gain=4.79877 7.72689 2.25995 threshold=0.11584000000000001 0.099610000000000018 0.0035100000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2136087008690607e-06 0.00018664295342288358 -0.00032228483947554349 -0.00016260038825076839 leaf_weight=121.20262770920817 26.828224968281578 12.815240447176619 3.2487297027837476 leaf_count=2294 396 344 32 internal_value=0 -2.81547e-05 0.000148457 internal_weight=0 134.018 30.077 internal_count=3066 2638 428 is_linear=0 shrinkage=0.000400217 Tree=4525 num_leaves=4 num_cat=0 split_feature=1456 1374 3 split_gain=5.09261 4.27305 1.7709 threshold=-1.0000000180025095e-35 -0.094679999999999986 -0.15896999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034494351112516341 -0.00037886784842642738 1.4889170708678727e-05 -0.00042228227862390873 leaf_weight=0.44218026543967415 4.4323517098091534 154.32652716970188 5.7714618501486248 leaf_count=3 54 2687 288 internal_value=0 3.63669e-06 -0.000362545 internal_weight=0 158.759 6.21364 internal_count=3032 2741 291 is_linear=0 shrinkage=0.000400217 Tree=4526 num_leaves=4 num_cat=0 split_feature=160 3 15 split_gain=4.93793 4.95385 0.118851 threshold=-0.40187499999999993 -0.16059999999999997 -0.099824999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017584024582847449 0.00025787193365168164 1.1959473921013959e-05 -0.00044416946837731351 leaf_weight=0.50553667359054122 14.214855267317033 156.09092303660873 3.4157505735493023 leaf_count=23 161 2699 216 internal_value=0 3.26409e-05 -0.000415418 internal_weight=0 170.306 3.92129 internal_count=3099 2860 239 is_linear=0 shrinkage=0.000400217 Tree=4527 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=5.61378 6.42404 threshold=1.0000000180025095e-35 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00073986084032708424 -0.022797171455921274 0.021002182128985698 leaf_weight=154.43714349760558 4.4946289956569663 5.7649345736717796 leaf_count=2975 49 116 internal_value=0 5.66571e-05 internal_weight=0 160.202 internal_count=3140 3091 is_linear=0 shrinkage=0.0204111 Tree=4528 num_leaves=3 num_cat=0 split_feature=38 457 split_gain=4.44807 4.45057 threshold=1.0000000180025095e-35 0.53894500000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019037906509784749 -0.013997612689016352 -0.025761275421114713 leaf_weight=156.28442004424869 8.024358223017769 2.3490930870175353 leaf_count=3013 75 13 internal_value=0 0.00147624 internal_weight=0 158.634 internal_count=3101 3026 is_linear=0 shrinkage=0.0204111 Tree=4529 num_leaves=3 num_cat=0 split_feature=1348 43 split_gain=4.43769 4.53061 threshold=0.084620000000000015 -0.06705499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0035795912092316095 0.015657653277076373 -0.0034784110153844969 leaf_weight=61.666478607367026 7.064245651010423 97.885492274843273 leaf_count=1328 68 1686 internal_value=0 -0.000749912 internal_weight=0 159.552 internal_count=3082 3014 is_linear=0 shrinkage=0.0204111 Tree=4530 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=5.06939 5.02938 threshold=-0.16649999999999998 0.153865 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01866673493402449 -0.001393519310849114 0.018873716349631871 leaf_weight=5.7261936105787745 150.2964070468006 5.168278928147628 leaf_count=57 2898 108 internal_value=0 -0.000706655 internal_weight=0 155.465 internal_count=3063 3006 is_linear=0 shrinkage=0.0204111 Tree=4531 num_leaves=3 num_cat=0 split_feature=1374 1444 split_gain=4.91947 4.11515 threshold=0.090240000000000015 -0.084559999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.029318741386315947 -0.020333251682098631 0.00020135091278580529 leaf_weight=1.9363821977749456 4.7182707060710518 158.24599938456959 leaf_count=28 56 3010 internal_value=0 0.000573573 internal_weight=0 160.182 internal_count=3094 3038 is_linear=0 shrinkage=0.0204111 Tree=4532 num_leaves=4 num_cat=0 split_feature=133 1456 123 split_gain=5.51785 5.37678 3.6652 threshold=0.10635000000000001 1.0000000180025095e-35 0.087695000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.6549323009029984e-05 -0.00046714702655805508 -0.00040237115943224377 0.00036471860940099954 leaf_weight=155.7084096041508 5.873227427218807 4.7143814801529507 0.90341276209801424 leaf_count=2430 426 222 21 internal_value=0 1.36727e-05 -0.000352123 internal_weight=0 160.423 6.77664 internal_count=3099 2652 447 is_linear=0 shrinkage=0.000400217 Tree=4533 num_leaves=4 num_cat=0 split_feature=12 1 147 split_gain=4.56544 5.96661 5.35037 threshold=0.10042000000000002 0.12263000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.029599838325285198 -0.017109186871789219 0.0084164963015989636 0.0019000406406801972 leaf_weight=2.1694062909809864 12.549950235363214 5.3796117161400607 147.65089070991962 leaf_count=28 369 66 2651 internal_value=0 -0.00944572 0.00142216 internal_weight=0 17.9296 149.82 internal_count=3114 435 2679 is_linear=0 shrinkage=0.0204111 Tree=4534 num_leaves=4 num_cat=0 split_feature=38 124 43 split_gain=4.73401 6.46348 1.08621 threshold=1.0000000180025095e-35 -0.048219999999999992 -0.017474999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012895714828245383 -0.0062209203425240989 -0.00047471379479736121 -0.021418752847159973 leaf_weight=16.715644347597845 3.5848248964175582 143.57047132054868 4.5691995185334218 leaf_count=230 34 2809 50 internal_value=0 0.000927667 -0.014912 internal_weight=0 160.286 8.15402 internal_count=3123 3039 84 is_linear=0 shrinkage=0.0204111 Tree=4535 num_leaves=4 num_cat=0 split_feature=43 13 4 split_gain=4.60054 7.27134 5.76753 threshold=-0.19537999999999997 0.17769000000000004 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.024963143989306821 -0.0201705300982883 -0.001446292031442983 -0.00057029110397165724 leaf_weight=7.3149204892106381 6.4350738492794326 10.43384949187748 140.21865647603408 leaf_count=54 138 153 2747 internal_value=0 0.00952627 -0.00144507 internal_weight=0 17.7488 146.654 internal_count=3092 207 2885 is_linear=0 shrinkage=0.0204111 Tree=4536 num_leaves=4 num_cat=0 split_feature=376 151 2 split_gain=5.15593 4.39878 1.588 threshold=0.048375000000000008 -0.29526499999999994 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004871011222612591 7.9827943281214226e-05 -9.5735290223176682e-06 0.00035065094554841689 leaf_weight=3.0425625062780446 6.2750341693172214 150.84671657162835 7.8779932437464595 leaf_count=67 86 2869 84 internal_value=0 -1.93621e-05 0.000232145 internal_weight=0 153.889 14.153 internal_count=3106 2936 170 is_linear=0 shrinkage=0.000400217 Tree=4537 num_leaves=4 num_cat=0 split_feature=43 123 15 split_gain=4.29838 4.58305 0.555983 threshold=0.25537500000000007 1.0000000180025095e-35 -0.23798499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061190308489471638 -0.0016296842519996683 0.010709695331057749 -0.025495568282155854 leaf_weight=138.86285787301313 0.48823310388252172 16.57283593097236 2.9124360138521288 leaf_count=2646 8 248 165 internal_value=0 0.000602067 -0.0222303 internal_weight=0 155.436 3.40067 internal_count=3067 2894 173 is_linear=0 shrinkage=0.0204111 Tree=4538 num_leaves=4 num_cat=0 split_feature=160 158 4 split_gain=4.83199 4.52397 3.9967 threshold=-0.20907999999999996 0.10312500000000001 0.39524000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02105293649508605 0.0015142659280972526 -0.019306215716960319 0.017447882359720005 leaf_weight=6.9600948060106003 151.73246624402236 4.3642399907694189 1.2473506705136967 leaf_count=297 2553 150 48 internal_value=0 0.000918734 -0.0150456 internal_weight=0 156.097 8.20745 internal_count=3048 2703 345 is_linear=0 shrinkage=0.0204111 Tree=4539 num_leaves=4 num_cat=0 split_feature=14 4 48 split_gain=5.43149 5.16896 1.5113 threshold=0.077685000000000018 -0.0015099999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035949737714614156 -0.041326969217160538 -0.003786441387599379 -0.012971571828387806 leaf_weight=81.921063073954429 1.4037759478669616 76.159035342396237 1.9463349279249076 leaf_count=1938 16 1020 77 internal_value=0 3.86297e-05 -0.0258055 internal_weight=0 158.08 3.35011 internal_count=3051 2958 93 is_linear=0 shrinkage=0.0204111 Tree=4540 num_leaves=4 num_cat=0 split_feature=131 13 12 split_gain=6.47649 6.91866 4.71778 threshold=0.088865000000000013 -0.09812499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018615086223604274 0.00015209964128354525 -2.3726867123793267e-05 -0.000384767262969138 leaf_weight=31.876519076176919 3.3618141098413625 117.73897123915958 11.021150023327206 leaf_count=290 72 2320 376 internal_value=0 2.10947e-05 -0.000259077 internal_weight=0 149.615 14.383 internal_count=3058 2610 448 is_linear=0 shrinkage=0.000400217 Tree=4541 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=8.86738 7.26781 3.76666 threshold=0.10100500000000003 0.10274500000000002 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0060153639395973549 0.009261400646218023 0.011643630022693205 -0.001159715403253567 leaf_weight=89.950325701778638 41.234432258352172 10.778614999959244 22.177607344579883 leaf_count=2257 589 58 194 internal_value=0 -0.00411491 0.00562112 internal_weight=0 100.729 63.412 internal_count=3098 2315 783 is_linear=0 shrinkage=0.0204111 Tree=4542 num_leaves=4 num_cat=0 split_feature=376 3 43 split_gain=4.12811 4.68959 2.12644 threshold=0.048375000000000008 -0.15490999999999996 -0.090299999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0089016927033709753 -0.0057784095310032396 -0.0024811743820061538 0.014935262700120418 leaf_weight=16.845451564935502 2.5163967644330105 136.09355740244791 10.214136513764968 leaf_count=201 19 2746 141 internal_value=0 -0.00122181 0.0108262 internal_weight=0 152.939 12.7305 internal_count=3107 2947 160 is_linear=0 shrinkage=0.0204111 Tree=4543 num_leaves=4 num_cat=0 split_feature=4 11 47 split_gain=5.7493 5.59149 3.86698 threshold=0.27150500000000005 0.080455000000000013 0.11939500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1956989644105467e-05 0.00022020168111839752 -0.00040218538489152284 -0.00025799678320938876 leaf_weight=134.02004693791969 25.073347875964831 6.0398476736154398 2.9405944421887389 leaf_count=2588 364 140 20 internal_value=0 -2.90928e-05 0.000169178 internal_weight=0 140.06 28.0139 internal_count=3112 2728 384 is_linear=0 shrinkage=0.000400217 Tree=4544 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=5.02848 5.20889 threshold=0.16168500000000002 0.11309000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00087362632307264954 0.027584322190636005 -0.018130839163556216 leaf_weight=157.93166622701392 2.7197831505909553 6.1340039184433399 leaf_count=2887 24 229 internal_value=0 0.000151217 internal_weight=0 164.066 internal_count=3140 3116 is_linear=0 shrinkage=0.0204111 Tree=4545 num_leaves=4 num_cat=0 split_feature=51 51 50 split_gain=5.21195 6.85989 3.42046 threshold=-0.10433999999999997 -0.09021499999999999 0.081065000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029883191821013732 0.00035847815090857943 1.1305257011322421e-06 0.00026566489632491591 leaf_weight=12.92500391975045 9.0367328767897543 144.67393337633985 1.8920510650495987 leaf_count=293 81 2648 36 internal_value=0 2.23848e-05 -0.000225297 internal_weight=0 153.711 14.8171 internal_count=3058 2729 329 is_linear=0 shrinkage=0.000400217 Tree=4546 num_leaves=4 num_cat=0 split_feature=160 41 2 split_gain=4.79682 4.286 3.78648 threshold=0.091525000000000009 0.082980000000000012 0.088930000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031703347924983399 -0.023626346780685561 -0.012292233513282845 -0.0026648868896515213 leaf_weight=141.11987631606462 5.081007290340497 7.7761882472550488 11.744265713961793 leaf_count=2703 108 112 183 internal_value=0 0.00235416 -0.00910931 internal_weight=0 148.896 16.8253 internal_count=3106 2815 291 is_linear=0 shrinkage=0.0204111 Tree=4547 num_leaves=4 num_cat=0 split_feature=128 0 2 split_gain=4.79202 3.87832 1.15837 threshold=0.085185000000000025 -0.061889999999999994 0.11512000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001864676617727858 -0.024322131242398359 0.0050179811858807669 0.00097037575197389818 leaf_weight=115.80847055801132 4.1271833143691756 48.217091711703688 0.90749896928900842 leaf_count=2315 191 567 22 internal_value=0 0.000160598 -0.0198412 internal_weight=0 164.026 5.03468 internal_count=3095 2882 213 is_linear=0 shrinkage=0.0204111 Tree=4548 num_leaves=4 num_cat=0 split_feature=42 43 132 split_gain=5.59048 7.3303 6.79744 threshold=-1.0000000180025095e-35 -0.18069999999999997 0.082230000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01694925219125459 0.019223015621795094 0.00062586715074623711 0.0086881560855195383 leaf_weight=14.624016981499155 9.3498723218217474 132.37458028347464 6.0072558931424274 leaf_count=669 76 2161 141 internal_value=0 0.00186697 -0.00947775 internal_weight=0 141.724 20.6313 internal_count=3047 2237 810 is_linear=0 shrinkage=0.0204111 Tree=4549 num_leaves=4 num_cat=0 split_feature=2 44 1 split_gain=4.47259 5.83184 1.09307 threshold=0.14780500000000005 1.0000000180025095e-35 0.08869500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053472946499780443 0.0021292703111655048 -0.024692064955600453 0.018912288303793951 leaf_weight=150.07486502782558 2.2684332731878367 4.1703501674346617 5.796209838707 leaf_count=2897 27 46 119 internal_value=0 -0.00120531 0.0142853 internal_weight=0 154.245 8.06464 internal_count=3089 2943 146 is_linear=0 shrinkage=0.0204111 Tree=4550 num_leaves=4 num_cat=0 split_feature=42 133 12 split_gain=6.68692 5.00705 1.60478 threshold=-0.10749999999999998 0.098810000000000023 0.023990000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0091701137271378193 0.0019727773454630065 -0.014051306631452664 -0.029045208225827748 leaf_weight=3.5453983177430919 144.30726880593284 8.4967887231468904 3.4156632105296012 leaf_count=40 2402 453 152 internal_value=0 0.00107211 -0.0192279 internal_weight=0 152.804 6.96106 internal_count=3047 2855 192 is_linear=0 shrinkage=0.0204111 Tree=4551 num_leaves=4 num_cat=0 split_feature=484 159 3 split_gain=4.12598 5.48515 0.0493759 threshold=0.11628500000000001 -0.52106999999999992 0.12745000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.053566216434482679 -0.019661636061016001 -2.5834704534684103e-05 -0.031101120044216658 leaf_weight=0.68767147569451381 1.6332315415347687 159.35234741862223 0.98483060277067114 leaf_count=12 112 2956 6 internal_value=0 0.000241732 -0.0250639 internal_weight=0 160.04 2.61806 internal_count=3086 2968 118 is_linear=0 shrinkage=0.0204111 Tree=4552 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=4.87821 5.18982 2.00807 threshold=-0.49977499999999991 -0.07087499999999998 -0.52428499999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010518641157822885 -3.1984085893098898e-05 0.00012890938646053948 -0.00051443434048692698 leaf_weight=3.9690563608892262 108.7931616242422 45.430148161540274 3.7457550680264822 leaf_count=44 2313 654 86 internal_value=0 1.54701e-05 -0.000308404 internal_weight=0 154.223 7.71481 internal_count=3097 2967 130 is_linear=0 shrinkage=0.000400217 Tree=4553 num_leaves=4 num_cat=0 split_feature=49 42 43 split_gain=4.72979 9.20527 7.32772 threshold=-0.085014999999999993 0.10146500000000001 -0.10281499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015267586533504013 0.0032196802462659646 -0.01748145971910325 -0.014493479593116032 leaf_weight=4.2315895528299761 137.25404110888485 9.4618443805957195 16.793810621718876 leaf_count=32 2563 348 171 internal_value=0 0.00187233 -0.0084546 internal_weight=0 146.716 21.0254 internal_count=3114 2911 203 is_linear=0 shrinkage=0.0204111 Tree=4554 num_leaves=4 num_cat=0 split_feature=4 15 47 split_gain=5.26659 8.14877 7.26367 threshold=-0.23946499999999996 -0.0087549999999999989 0.096770000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016868464685708635 -0.0033167378141216231 0.0068282012237381763 0.01501072100768025 leaf_weight=15.495457139331849 85.741585785857751 53.455352040327853 3.5873264027759424 leaf_count=211 1526 1320 25 internal_value=0 0.000581547 -0.010823 internal_weight=0 139.197 19.0828 internal_count=3082 2846 236 is_linear=0 shrinkage=0.0204111 Tree=4555 num_leaves=4 num_cat=0 split_feature=1 52 43 split_gain=5.50336 5.69216 3.50479 threshold=0.12856000000000004 0.11571500000000003 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8784228357968982e-06 -0.00021840634066244564 -0.0002407966118509803 0.00030406453125371148 leaf_weight=135.16596675077744 2.3400793969631186 16.739152674475918 13.478992665186523 leaf_count=2380 10 462 236 internal_value=0 -2.14612e-05 0.000225785 internal_weight=0 151.905 15.8191 internal_count=3088 2842 246 is_linear=0 shrinkage=0.000400217 Tree=4556 num_leaves=4 num_cat=0 split_feature=39 13 12 split_gain=5.69215 8.308 5.01909 threshold=0.0047850000000000011 -0.10462499999999998 -0.033519999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017374779507512691 0.00010648281137806662 -7.1281061874756333e-05 0.00060288213754863698 leaf_weight=27.419229235383682 23.24365130104707 113.61402938116225 3.6994416648522011 leaf_count=268 319 2468 31 internal_value=0 -2.35433e-05 0.000176854 internal_weight=0 141.033 26.9431 internal_count=3086 2736 350 is_linear=0 shrinkage=0.000400217 Tree=4557 num_leaves=4 num_cat=0 split_feature=16 4 147 split_gain=4.58447 4.48457 0.630635 threshold=-0.54213499999999992 0.50673000000000001 0.08486500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017538152384094681 -3.395243634511306e-05 0.00031063007249592165 0.00042434187538411828 leaf_weight=3.3865225375629953 156.32566552706703 6.1814222282264373 3.5896579623222351 leaf_count=38 2855 156 42 internal_value=0 -2.06404e-05 0.000308166 internal_weight=0 162.507 6.97618 internal_count=3091 3011 80 is_linear=0 shrinkage=0.000400217 Tree=4558 num_leaves=4 num_cat=0 split_feature=484 52 147 split_gain=6.3263 4.67324 3.81203 threshold=-0.0048899999999999994 -0.24600999999999998 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034941006232865697 -0.00023549790052029596 3.8300634530894837e-05 0.00044781740574721592 leaf_weight=11.010078917635834 10.63755042653065 140.38651990094513 0.95622104406356889 leaf_count=491 313 2269 2 internal_value=0 1.88551e-05 -0.000282143 internal_weight=0 151.024 11.9663 internal_count=3075 2582 493 is_linear=0 shrinkage=0.000400217 Tree=4559 num_leaves=4 num_cat=0 split_feature=484 1373 150 split_gain=5.00297 4.63079 3.33687 threshold=-0.083139999999999992 0.099250000000000019 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024166469867389646 0.0023076298944990472 -0.024647426765701266 0.017762010256434549 leaf_weight=4.7725287323410148 154.59948029492807 2.5902025303803375 0.8590805223211645 leaf_count=258 2763 24 9 internal_value=0 0.00184623 -0.0175489 internal_weight=0 157.19 5.63161 internal_count=3054 2787 267 is_linear=0 shrinkage=0.0204111 Tree=4560 num_leaves=4 num_cat=0 split_feature=3 1 49 split_gain=5.4648 7.51836 3.42994 threshold=-0.15490999999999996 0.09450500000000002 0.0040150000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010353696020141589 -0.00011304449640916479 6.5223180870193343e-05 0.00051491257172571372 leaf_weight=14.670321922865698 83.777078628278105 69.014090624987148 4.0894906548783174 leaf_count=187 2086 817 19 internal_value=0 -3.25341e-05 0.000195737 internal_weight=0 152.791 18.7598 internal_count=3109 2903 206 is_linear=0 shrinkage=0.000400217 Tree=4561 num_leaves=4 num_cat=0 split_feature=15 1 51 split_gain=4.46804 5.02551 4.46555 threshold=0.084580000000000016 0.11026000000000001 -0.39874999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043591784188845724 -0.00033395734444378465 0.00012131273465627798 1.6279232226404645e-05 leaf_weight=3.4774177121871608 13.324582775821911 5.3942437493242315 137.19839438478812 leaf_count=109 960 47 1978 internal_value=0 -0.00020282 4.76341e-06 internal_weight=0 18.7188 140.676 internal_count=3094 1007 2087 is_linear=0 shrinkage=0.000400217 Tree=4562 num_leaves=3 num_cat=0 split_feature=160 33 split_gain=5.02602 5.15612 threshold=-0.40187499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004416118002666951 -0.00042723402628771026 3.4049158330901523e-05 leaf_weight=3.7054659707937381 3.8657848704606286 160.4663692874019 leaf_count=245 40 2787 internal_value=0 2.29143e-05 internal_weight=0 164.332 internal_count=3072 2827 is_linear=0 shrinkage=0.000400217 Tree=4563 num_leaves=4 num_cat=0 split_feature=0 1 3 split_gain=4.18847 11.32 6.48654 threshold=-0.07087499999999998 1.0000000180025095e-35 0.076840000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027732055355757782 0.00016485888771304612 3.0415915173581397e-05 -0.00017009968009641465 leaf_weight=24.515963152574841 44.777006338001229 85.939908675209153 11.569655415369196 leaf_count=1278 659 1014 136 internal_value=0 -3.80986e-05 9.58809e-05 internal_weight=0 110.456 56.3467 internal_count=3087 2292 795 is_linear=0 shrinkage=0.000400217 Tree=4564 num_leaves=4 num_cat=0 split_feature=49 52 41 split_gain=4.51476 7.2083 5.61711 threshold=-0.085934999999999984 -0.13281999999999997 0.078150000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012810487491269134 0.0025809218447309474 -0.015972803676536893 -0.012098136107379757 leaf_weight=4.6910612015053657 133.98560369868937 14.848239491228012 11.706800301442852 leaf_count=50 2737 145 160 internal_value=0 -0.0090288 0.00139303 internal_weight=0 19.5393 145.692 internal_count=3092 195 2897 is_linear=0 shrinkage=0.0204111 Tree=4565 num_leaves=4 num_cat=0 split_feature=453 50 0 split_gain=5.90996 4.56662 1.9467 threshold=1.0000000180025095e-35 0.086500000000000007 -0.22988499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026598024801683948 -0.029132932249382782 -0.008904997519699559 -0.0066027396162040104 leaf_weight=147.03270184303983 3.2376562389545143 15.637779925484208 3.216991680674254 leaf_count=2462 23 570 63 internal_value=0 0.0015427 -0.018208 internal_weight=0 162.67 6.45465 internal_count=3118 3032 86 is_linear=0 shrinkage=0.0204111 Tree=4566 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=4.22184 4.62887 threshold=-1.0000000180025095e-35 0.097925000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021929180473934568 -0.0029345033593466815 0.0040200004826436179 leaf_weight=3.6541787387104696 92.209477932628943 70.07283341132279 leaf_count=88 2063 955 internal_value=0 6.9124e-05 internal_weight=0 162.282 internal_count=3106 3018 is_linear=0 shrinkage=0.0204111 Tree=4567 num_leaves=4 num_cat=0 split_feature=2 16 132 split_gain=4.60389 6.12362 4.12024 threshold=0.097925000000000012 -0.15336499999999997 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0072256181430380784 0.0029761148543974991 -0.0047011871718295297 0.01733645969446004 leaf_weight=23.4111380612012 59.578420662161079 75.427762243925827 9.5790164167992753 leaf_count=229 796 1949 135 internal_value=0 -0.00187121 0.00498998 internal_weight=0 98.8389 69.1574 internal_count=3109 2178 931 is_linear=0 shrinkage=0.0204111 Tree=4568 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=4.12703 4.77774 threshold=1.0000000180025095e-35 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00075079403639144936 -0.015716680808122802 0.020750722854886387 leaf_weight=151.25030387144943 7.3119437195418859 4.3195166946388772 leaf_count=2929 71 103 internal_value=0 -0.000139293 internal_weight=0 155.57 internal_count=3103 3032 is_linear=0 shrinkage=0.0204111 Tree=4569 num_leaves=3 num_cat=0 split_feature=4 483 split_gain=4.57951 5.86639 threshold=0.51195500000000005 0.080590000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.7514183399094253e-05 0.00041982425788377359 -0.00034078453903478378 leaf_weight=152.38440020303824 4.1675978772109366 7.5763963908393626 leaf_count=2645 137 268 internal_value=0 3.17191e-07 internal_weight=0 159.961 internal_count=3050 2913 is_linear=0 shrinkage=0.000400217 Tree=4570 num_leaves=4 num_cat=0 split_feature=13 132 13 split_gain=5.31921 6.31044 4.47924 threshold=-0.10462499999999998 0.08018500000000002 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012141721244321261 -0.0036407588469731579 0.01133160369966311 0.009962589900080596 leaf_weight=4.314408086705952 119.44907624265761 12.89405750192236 28.343315317062661 leaf_count=37 2488 244 272 internal_value=0 -0.00217367 0.00701088 internal_weight=0 132.343 32.6577 internal_count=3041 2732 309 is_linear=0 shrinkage=0.0204111 Tree=4571 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=4.77575 4.94913 threshold=0.12641000000000005 0.28833000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010509457196391972 -0.029438220883101756 0.017793726839889615 leaf_weight=152.76053015694197 2.2725066877901545 5.9233930298360056 leaf_count=2907 17 128 internal_value=0 -0.000335457 internal_weight=0 158.684 internal_count=3052 3035 is_linear=0 shrinkage=0.0204111 Tree=4572 num_leaves=4 num_cat=0 split_feature=160 158 15 split_gain=4.44314 4.40877 0.102846 threshold=-0.40187499999999993 0.10858500000000001 -0.10436999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0092172295473118473 0.0015289737932476005 -0.021270162291764941 -0.022587163157429268 leaf_weight=0.49186391767580095 156.80478315979417 3.5032344190112772 3.2541593149508108 leaf_count=21 2695 136 221 internal_value=0 0.00101624 -0.0211501 internal_weight=0 160.308 3.74602 internal_count=3073 2831 242 is_linear=0 shrinkage=0.0204111 Tree=4573 num_leaves=4 num_cat=0 split_feature=1 12 12 split_gain=4.95583 6.31904 5.02923 threshold=0.10100500000000003 0.099610000000000018 -0.05670999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001125556044403848 0.016542100791816478 -0.019182072214226045 0.001774280210479487 leaf_weight=92.89877149691165 11.818209882825611 8.7331285618565726 49.523352042888291 leaf_count=1970 264 293 518 internal_value=0 -0.00269654 0.00464444 internal_weight=0 101.632 61.3416 internal_count=3045 2263 782 is_linear=0 shrinkage=0.0204111 Tree=4574 num_leaves=3 num_cat=0 split_feature=51 4 split_gain=4.48924 4.24569 threshold=-0.40548499999999993 -0.49977499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043553345052409789 -0.00026447390737018489 3.2252614432060483e-05 leaf_weight=3.4675348171731448 8.0154092968441528 155.56396842289541 leaf_count=118 143 2824 internal_value=0 1.7542e-05 internal_weight=0 163.579 internal_count=3085 2967 is_linear=0 shrinkage=0.000400217 Tree=4575 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=4.25475 6.87286 6.17166 threshold=-0.097724999999999992 -0.080944999999999975 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010229872089638646 -0.013837969699919433 -0.00016503230676049831 -0.0074738492562502219 leaf_weight=30.15560883138096 17.728019193149521 108.27795249522023 11.161693813570308 leaf_count=299 1039 1636 168 internal_value=0 -0.00209928 0.00544001 internal_weight=0 126.006 41.3173 internal_count=3142 2675 467 is_linear=0 shrinkage=0.0204111 Tree=4576 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=5.42198 9.30171 4.69108 threshold=-0.046989999999999997 -0.0064899999999999992 -0.092854999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.3791579087979909e-05 -0.00040530897507559465 -2.4189144233626468e-05 0.00019178652936459626 leaf_weight=27.910351074737264 11.416605616424929 93.182720307813725 31.174495479965117 leaf_count=599 243 1939 333 internal_value=0 -6.61758e-05 8.53661e-05 internal_weight=0 104.599 59.0848 internal_count=3114 2182 932 is_linear=0 shrinkage=0.000400217 Tree=4577 num_leaves=4 num_cat=0 split_feature=484 1 13 split_gain=5.00299 4.91574 0.0272118 threshold=0.11628500000000001 0.12700000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00084481453562587345 -0.016651910092495954 0.0129419959080117 -0.027151192519541782 leaf_weight=142.06033715643571 0.92577326580067199 15.414188625174573 1.9699107766355144 leaf_count=2663 87 271 40 internal_value=0 0.00203729 -0.0245394 internal_weight=0 157.475 2.89568 internal_count=3061 2934 127 is_linear=0 shrinkage=0.0204111 Tree=4578 num_leaves=4 num_cat=0 split_feature=131 12 132 split_gain=4.65767 5.42072 4.85037 threshold=0.08844500000000001 0.081135000000000013 0.087210000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024418826480298011 0.0094909531072854512 -0.018805853839774813 0.016413450645485668 leaf_weight=136.51733323086228 3.7362405607709652 10.708825539681127 7.5807369815302073 leaf_count=2487 79 365 121 internal_value=0 -0.0114701 0.000644203 internal_weight=0 14.4451 144.098 internal_count=3052 444 2608 is_linear=0 shrinkage=0.0204111 Tree=4579 num_leaves=4 num_cat=0 split_feature=1 2 33 split_gain=7.21649 5.43386 5.02736 threshold=1.0000000180025095e-35 0.072945000000000024 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.044102712718801874 -0.019316147686958291 -0.0085303370963639401 0.0026430807698002083 leaf_weight=0.72238105535507102 4.4008907321840516 46.024650984210894 116.16959458723431 leaf_count=1 44 1564 1517 internal_value=0 -0.00761356 0.00182438 internal_weight=0 46.747 120.57 internal_count=3126 1565 1561 is_linear=0 shrinkage=0.0204111 Tree=4580 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=6.83028 5.71283 threshold=1.0000000180025095e-35 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.013101310804312526 -0.020711519931447719 -0.00017062247955948538 leaf_weight=14.847948411596006 6.1018629015306933 139.56512379974447 leaf_count=220 72 2794 internal_value=0 0.00111414 internal_weight=0 154.413 internal_count=3086 3014 is_linear=0 shrinkage=0.0204111 Tree=4581 num_leaves=4 num_cat=0 split_feature=13 12 52 split_gain=5.25671 8.15489 7.24819 threshold=-0.09194999999999999 0.084045000000000022 0.11628500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017057673747283012 2.5937591832880849e-05 -0.00018269553160477116 -0.00038475682865534122 leaf_weight=36.327194498560857 80.386145415453939 47.74954053183319 4.0921130043570875 leaf_count=378 815 1829 86 internal_value=0 -5.19008e-05 0.000113446 internal_weight=0 128.136 40.4193 internal_count=3108 2644 464 is_linear=0 shrinkage=0.000400217 Tree=4582 num_leaves=4 num_cat=0 split_feature=483 1212 481 split_gain=4.57955 4.11657 2.76666 threshold=0.096950000000000022 -1.0000000180025095e-35 -0.077069999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042164817934730225 0.00016126283611152221 3.8828890229059403e-05 -0.0004911978386421533 leaf_weight=3.0603981249878407 1.3086460825725224 158.40452284691855 4.2272582141158628 leaf_count=230 32 2704 144 internal_value=0 2.98149e-05 -0.000336822 internal_weight=0 161.465 5.5359 internal_count=3110 2934 176 is_linear=0 shrinkage=0.000400217 Tree=4583 num_leaves=4 num_cat=0 split_feature=43 13 15 split_gain=5.78489 4.88391 0.430724 threshold=0.25537500000000007 -0.10462499999999998 -0.20388499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016293247744129767 -0.00013905094680025811 -1.5151021933791639e-05 -0.00052132221872663832 leaf_weight=30.118086655507796 0.66260729776695404 133.95588000366115 3.3299698783666818 leaf_count=282 25 2643 149 internal_value=0 1.76275e-05 -0.000463404 internal_weight=0 164.074 3.99258 internal_count=3099 2925 174 is_linear=0 shrinkage=0.000400217 Tree=4584 num_leaves=4 num_cat=0 split_feature=42 40 483 split_gain=4.21952 7.2763 5.10599 threshold=-1.0000000180025095e-35 0.0023950000000000004 0.080590000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026165594248545477 5.1330789079727494e-05 0.00028189394741525293 -0.00024623666360859813 leaf_weight=18.983768145946673 136.87027509052132 4.8733694963157168 9.7936404229694727 leaf_count=828 1971 32 307 internal_value=0 -0.000149825 3.12877e-05 internal_weight=0 23.8571 146.664 internal_count=3138 860 2278 is_linear=0 shrinkage=0.000400217 Tree=4585 num_leaves=4 num_cat=0 split_feature=49 49 3 split_gain=5.04114 9.14675 8.39723 threshold=-0.083659999999999984 -0.081554999999999989 -0.0020499999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050610663404523806 0.029819421147794529 0.00065441380497921844 -0.026687658702514702 leaf_weight=13.247366854920985 4.5185951841995111 137.96378499039565 7.2430786408367558 leaf_count=153 24 2842 61 internal_value=0 0.00160202 -0.0091993 internal_weight=0 142.482 20.4904 internal_count=3080 2866 214 is_linear=0 shrinkage=0.0204111 Tree=4586 num_leaves=4 num_cat=0 split_feature=1 3 13 split_gain=4.60194 6.66557 5.51252 threshold=0.10100500000000003 -0.11550499999999998 -0.00059999999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0063013856739798152 0.0099763262843506114 -0.0060816397604208207 -0.0022673773130668672 leaf_weight=23.719008210464381 31.25177929608617 75.447684027836658 29.882253505813424 leaf_count=195 455 2088 323 internal_value=0 -0.00311606 0.00399841 internal_weight=0 99.1667 61.134 internal_count=3061 2283 778 is_linear=0 shrinkage=0.0204111 Tree=4587 num_leaves=4 num_cat=0 split_feature=1 2 16 split_gain=4.53501 5.13169 2.96496 threshold=0.11584000000000001 0.088930000000000023 -0.063769999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000130783711632909 0.0002321307682948837 2.8045201505103297e-05 -1.0303308476387439e-05 leaf_weight=55.711083854694152 18.635419509839267 78.191236296348507 14.184811708983032 leaf_count=1436 255 1220 185 internal_value=0 -3.80908e-05 0.000127673 internal_weight=0 133.902 32.8202 internal_count=3096 2656 440 is_linear=0 shrinkage=0.000400217 Tree=4588 num_leaves=4 num_cat=0 split_feature=1 3 15 split_gain=4.5217 8.14869 5.73844 threshold=0.094695000000000015 -0.097724999999999992 0.025430000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011809613541074422 0.00011653165926684383 -0.00014251456982737466 -0.00018244448908458563 leaf_weight=27.272405414667446 62.593824989278801 64.403638344243518 12.196036333974915 leaf_count=286 773 1888 161 internal_value=0 -6.49369e-05 6.75776e-05 internal_weight=0 91.676 74.7899 internal_count=3108 2174 934 is_linear=0 shrinkage=0.000400217 Tree=4589 num_leaves=4 num_cat=0 split_feature=15 40 2 split_gain=5.26144 4.8162 4.80659 threshold=0.098970000000000016 -0.082804999999999976 -0.58149499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.10357608338113838 0.013938696444758127 -0.01974047778154402 0.0011496784790268673 leaf_weight=0.07084945496171613 2.1010206430219105 9.1563188248255738 149.70273789997736 leaf_count=3 17 310 2725 internal_value=0 -0.0133794 0.0010228 internal_weight=0 11.2573 149.774 internal_count=3055 327 2728 is_linear=0 shrinkage=0.0204111 Tree=4590 num_leaves=4 num_cat=0 split_feature=1456 453 16 split_gain=4.91941 3.92459 0.96363 threshold=-1.0000000180025095e-35 0.089535000000000017 -0.5009849999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0039365495011115361 0.00094602002844495657 -0.018688953817458095 -0.021531679981814843 leaf_weight=0.66618164349347342 153.21490131736209 4.249697469174861 5.1214340953083584 leaf_count=12 2760 44 280 internal_value=0 0.000403203 -0.0185811 internal_weight=0 157.465 5.78762 internal_count=3096 2804 292 is_linear=0 shrinkage=0.0204111 Tree=4591 num_leaves=3 num_cat=0 split_feature=158 401 split_gain=4.4446 4.0186 threshold=0.11034000000000001 0.087020000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.6547351476324552e-05 -0.00042118633259332787 -0.00029625684869268363 leaf_weight=159.61472618750122 3.2285881703573969 5.2343126876512533 leaf_count=2683 132 250 internal_value=0 4.51516e-05 internal_weight=0 164.849 internal_count=3065 2933 is_linear=0 shrinkage=0.000400217 Tree=4592 num_leaves=4 num_cat=0 split_feature=14 3 48 split_gain=4.18104 4.84631 1.30064 threshold=0.077685000000000018 -0.11550499999999998 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0075327679091350824 -0.033877014372238244 -0.0010516644685723434 -0.0094260979515118377 leaf_weight=34.929680019035004 1.6218404285609724 125.51555552239734 2.1606129898573263 leaf_count=296 18 2722 77 internal_value=0 0.000821157 -0.0205827 internal_weight=0 160.445 3.78245 internal_count=3113 3018 95 is_linear=0 shrinkage=0.0204111 Tree=4593 num_leaves=4 num_cat=0 split_feature=15 1 1 split_gain=7.69301 6.8479 2.98768 threshold=0.098970000000000016 0.13130500000000003 0.11239500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3347002877866604e-06 -0.0005153837016889486 0.00030126188670200087 -6.844760550306154e-05 leaf_weight=140.71133816115616 5.941210977471199 12.887518208357504 4.0290479743853211 leaf_count=2548 277 215 42 internal_value=0 2.33391e-05 -0.00033754 internal_weight=0 153.599 9.97026 internal_count=3082 2763 319 is_linear=0 shrinkage=0.000400217 Tree=4594 num_leaves=4 num_cat=0 split_feature=15 4 4 split_gain=6.7748 7.21915 5.61861 threshold=0.084580000000000016 0.18572000000000002 -0.49977499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016451521271604798 -0.01805523145480737 0.013573099234744387 0.0021346812211477228 leaf_weight=7.0264598526991895 15.084188674867621 3.6603694148361674 133.56699052359909 leaf_count=120 993 17 1965 internal_value=0 -0.011835 0.00119344 internal_weight=0 18.7446 140.593 internal_count=3095 1010 2085 is_linear=0 shrinkage=0.0204111 Tree=4595 num_leaves=3 num_cat=0 split_feature=9 403 split_gain=5.56922 4.50039 threshold=-1.0000000180025095e-35 0.08888500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022873266981331245 0.00038995138699038541 -0.018359903010233842 leaf_weight=4.3425922521855673 151.13386330015783 5.4161768571357234 leaf_count=98 2729 264 internal_value=0 -0.000271397 internal_weight=0 156.55 internal_count=3091 2993 is_linear=0 shrinkage=0.0204111 Tree=4596 num_leaves=4 num_cat=0 split_feature=13 39 13 split_gain=4.84804 5.23502 5.13389 threshold=-0.24921999999999997 0.15608500000000003 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015522119538317644 -9.1921681114536377e-06 0.00053428324838113682 0.00036294096302417041 leaf_weight=4.0342809827998272 151.08744260756066 2.7812619828619054 11.940930500859393 leaf_count=39 2896 28 122 internal_value=0 1.01281e-06 0.000231918 internal_weight=0 153.869 15.9752 internal_count=3085 2924 161 is_linear=0 shrinkage=0.000400217 Tree=4597 num_leaves=4 num_cat=0 split_feature=14 31 16 split_gain=4.37898 3.87298 0.823867 threshold=0.073890000000000011 -1.0000000180025095e-35 -0.15595499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022676468538976362 -0.0079353813736597022 0.00060434170696364528 -0.025973697105073294 leaf_weight=3.274545525899156 1.9055243302136657 150.96737331915938 2.6996188298217012 leaf_count=92 42 2866 73 internal_value=0 0.00108904 -0.0188753 internal_weight=0 154.242 4.60514 internal_count=3073 2958 115 is_linear=0 shrinkage=0.0204111 Tree=4598 num_leaves=4 num_cat=0 split_feature=14 3 3 split_gain=4.84466 4.09216 0.283597 threshold=0.077685000000000018 -0.097724999999999992 -0.15490999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012953020243270692 -0.00026249826560545956 -1.917521666644123e-05 -0.00054301808531448414 leaf_weight=38.903411220991984 1.2505322413053366 123.27372406153881 2.2273558452143325 leaf_count=387 44 2604 61 internal_value=0 1.65613e-05 -0.000453486 internal_weight=0 162.177 3.47789 internal_count=3096 2991 105 is_linear=0 shrinkage=0.000400217 Tree=4599 num_leaves=4 num_cat=0 split_feature=123 133 133 split_gain=4.72213 5.58851 4.06738 threshold=1.0000000180025095e-35 0.10635000000000001 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038152953840025838 -0.016149317020110118 -0.020083866938158092 0.014875402620427811 leaf_weight=143.87988397379377 1.9113667183555687 5.6701923990622154 14.338143530534579 leaf_count=2425 30 411 238 internal_value=0 -0.000408861 0.0111405 internal_weight=0 149.55 16.2495 internal_count=3104 2836 268 is_linear=0 shrinkage=0.0204111 Tree=4600 num_leaves=4 num_cat=0 split_feature=14 0 16 split_gain=4.63816 4.56725 0.370618 threshold=0.073890000000000011 -0.10643499999999999 -0.15595499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0047260522823082433 -0.011650506177951204 -0.0022957973140428026 -0.025986925942170121 leaf_weight=66.724713256699033 1.4618942094966767 91.209450559741526 2.559078102989587 leaf_count=487 36 2493 74 internal_value=0 0.000672071 -0.0212315 internal_weight=0 157.934 4.02097 internal_count=3090 2980 110 is_linear=0 shrinkage=0.0204111 Tree=4601 num_leaves=4 num_cat=0 split_feature=41 0 52 split_gain=5.21835 6.73971 5.04811 threshold=0.075585000000000013 -0.18622499999999997 -0.42985499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041041829872384916 0.00037837631296297171 -0.00037438908297674433 2.7669053092337756e-05 leaf_weight=4.2255499942111774 2.2054687216877928 10.98142970073968 146.90559467278945 leaf_count=267 12 171 2644 internal_value=0 -0.000246366 1.51256e-05 internal_weight=0 13.1869 151.131 internal_count=3094 183 2911 is_linear=0 shrinkage=0.000400217 Tree=4602 num_leaves=4 num_cat=0 split_feature=39 0 1 split_gain=5.79833 7.21738 4.18449 threshold=0.0047850000000000011 -0.10726999999999999 0.086230000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9155502568509051e-05 -9.8464925827314374e-05 -0.00012664926507875666 0.0002567681657561808 leaf_weight=60.299555762321688 7.2340831710025695 75.048296852226485 19.363190050236881 leaf_count=462 71 2267 307 internal_value=0 -4.38899e-05 0.000160142 internal_weight=0 135.348 26.5973 internal_count=3107 2729 378 is_linear=0 shrinkage=0.000400217 Tree=4603 num_leaves=4 num_cat=0 split_feature=16 42 2 split_gain=4.72534 11.5235 4.47582 threshold=0.26746000000000009 0.095465000000000008 -0.58149499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.10001875565515554 -0.022913273657027111 0.019516088816047963 -0.00040778442249324526 leaf_weight=0.076209642924367382 10.972545421420362 3.4170859081204972 143.47929042283795 leaf_count=3 308 59 2701 internal_value=0 -0.0127647 -0.000538574 internal_weight=0 14.3896 143.556 internal_count=3071 367 2704 is_linear=0 shrinkage=0.0204111 Tree=4604 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=6.32981 5.17982 threshold=0.27166000000000007 -0.27523999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019649593062851169 -0.022944316452582127 0.0007072599044034573 leaf_weight=6.1531492570065884 4.4428274458041406 150.49734262187849 leaf_count=97 61 2890 internal_value=0 0.00146481 internal_weight=0 156.65 internal_count=3048 2987 is_linear=0 shrinkage=0.0204111 Tree=4605 num_leaves=4 num_cat=0 split_feature=15 150 0 split_gain=5.48783 10.0456 8.8298 threshold=-0.032239999999999998 -0.07718499999999999 -0.08972999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018904835153205578 0.021478399943858546 -0.0071224550006890302 0.0119801207784713 leaf_weight=57.958771038596751 5.4322370258159927 66.733357071920182 28.403321970683464 leaf_count=712 31 1675 670 internal_value=0 -0.0049396 0.00268098 internal_weight=0 72.1656 86.3621 internal_count=3088 1706 1382 is_linear=0 shrinkage=0.0204111 Tree=4606 num_leaves=3 num_cat=0 split_feature=44 1 split_gain=4.75881 5.76088 threshold=1.0000000180025095e-35 0.10060500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0029243478387574544 -0.021278115283531594 0.0050540815464056553 leaf_weight=99.127889813593356 4.3440819941461077 60.693704775825609 leaf_count=2289 52 768 internal_value=0 0.00010695 internal_weight=0 159.822 internal_count=3109 3057 is_linear=0 shrinkage=0.0204111 Tree=4607 num_leaves=4 num_cat=0 split_feature=483 1212 1454 split_gain=4.14971 3.91107 2.45842 threshold=0.09641000000000001 -1.0000000180025095e-35 0.085785000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004187550032051578 -0.00047820876248961928 3.6866991088658329e-05 0.00011065552454603451 leaf_weight=2.9650136053242013 4.0648947109730207 157.71956636001414 1.5093383266066664 leaf_count=225 154 2689 27 internal_value=0 2.81739e-05 -0.000319722 internal_weight=0 160.685 5.57423 internal_count=3095 2914 181 is_linear=0 shrinkage=0.000400217 Tree=4608 num_leaves=3 num_cat=0 split_feature=1375 52 split_gain=5.3146 4.3206 threshold=-0.43271999999999994 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058143794774761115 0.00010060256552789331 -3.5500284352081739e-05 leaf_weight=2.3341821364592752 57.853713751072064 104.98930813658808 leaf_count=18 932 2164 internal_value=0 1.28893e-05 internal_weight=0 162.843 internal_count=3114 3096 is_linear=0 shrinkage=0.000400217 Tree=4609 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=6.14676 7.23204 threshold=0.27266500000000005 -0.50992999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.029167430449475618 -0.026716303154473597 -0.00051111592740389839 leaf_weight=3.3873855648562303 3.5169471392291589 151.97649963774893 leaf_count=29 45 2992 internal_value=0 0.000156502 internal_weight=0 155.364 internal_count=3066 3021 is_linear=0 shrinkage=0.0204111 Tree=4610 num_leaves=3 num_cat=0 split_feature=457 38 split_gain=3.7882 3.85913 threshold=0.53894500000000012 0.089560000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001591774958022883 -0.023496008590759229 -0.015977705789768693 leaf_weight=153.64613157911663 2.5630413740873328 5.2794316296931347 leaf_count=2989 15 62 internal_value=0 0.000997287 internal_weight=0 158.926 internal_count=3066 3051 is_linear=0 shrinkage=0.0204111 Tree=4611 num_leaves=3 num_cat=0 split_feature=160 51 split_gain=4.83905 4.62194 threshold=-0.25833999999999996 -0.10998999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043756474008847346 -0.00022375392228017656 3.1530678520718715e-05 leaf_weight=3.8067372268997124 12.165989474975502 151.82857454457553 leaf_count=256 286 2543 internal_value=0 1.24526e-05 internal_weight=0 163.995 internal_count=3085 2829 is_linear=0 shrinkage=0.000400217 Tree=4612 num_leaves=3 num_cat=0 split_feature=1446 482 split_gain=4.30067 4.12895 threshold=0.091520000000000018 0.10022500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.9427368941192762e-05 -0.00043309829649596377 -0.0004712475765955783 leaf_weight=160.06931671594793 3.1454761101922477 2.4652263748284886 leaf_count=2839 128 98 internal_value=0 3.13627e-05 internal_weight=0 162.535 internal_count=3065 2937 is_linear=0 shrinkage=0.000400217 Tree=4613 num_leaves=4 num_cat=0 split_feature=3 13 11 split_gain=6.5308 6.83793 2.16979 threshold=-0.16935999999999998 -0.10462499999999998 0.077330000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004246640994089257 0.00014533889326079453 -5.8684540031301824e-05 8.7406348596372047e-05 leaf_weight=7.2810566793195886 33.542820999515243 120.50048450492613 5.3291634456254542 leaf_count=51 321 2611 90 internal_value=0 -1.41853e-05 0.00028416 internal_weight=0 154.043 12.6102 internal_count=3073 2932 141 is_linear=0 shrinkage=0.000400217 Tree=4614 num_leaves=4 num_cat=0 split_feature=484 4 150 split_gain=4.7209 4.91165 4.13687 threshold=-0.076799999999999993 0.50373500000000015 0.10117000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043848889256541145 5.9818358752047667e-07 0.00033382225884704504 0.00032974536549621012 leaf_weight=6.2615462944231686 147.60875484714052 7.330400518490932 1.2766207279637454 leaf_count=333 2520 170 10 internal_value=0 1.65932e-05 -0.000305463 internal_weight=0 154.939 7.53817 internal_count=3033 2690 343 is_linear=0 shrinkage=0.000400217 Tree=4615 num_leaves=4 num_cat=0 split_feature=133 40 1456 split_gain=4.85319 6.96037 5.44498 threshold=0.09389500000000002 -0.011009999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.4759986358931364e-05 0.00029995846266601527 -0.00043900926498292365 -0.00039912412978993921 leaf_weight=152.82570071608643 2.6338189528323701 8.0545245615940058 4.6658202511025584 leaf_count=2355 39 515 212 internal_value=0 -0.000255691 2.16314e-05 internal_weight=0 10.6883 157.492 internal_count=3121 554 2567 is_linear=0 shrinkage=0.000400217 Tree=4616 num_leaves=3 num_cat=0 split_feature=2 124 split_gain=4.21079 3.96699 threshold=-0.58149499999999998 -0.52484999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.094952919501852126 -0.030032778534718751 -3.8338387611938285e-05 leaf_weight=0.084402824752031758 1.7461237888783205 161.9616526710015 leaf_count=3 14 3048 internal_value=0 -0.00037857 internal_weight=0 163.708 internal_count=3065 3062 is_linear=0 shrinkage=0.0204111 Tree=4617 num_leaves=4 num_cat=0 split_feature=1 15 43 split_gain=5.18918 9.28673 4.09866 threshold=0.10100500000000003 -0.0085199999999999981 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0097705279400145291 -0.01653608352064161 0.0026707345523775713 0.0057669379222955366 leaf_weight=46.301685767291929 3.5417632441967717 54.087116736831376 57.899522477469873 leaf_count=957 22 1340 772 internal_value=0 -0.00307196 0.00445355 internal_weight=0 100.389 61.4413 internal_count=3091 2297 794 is_linear=0 shrinkage=0.0204111 Tree=4618 num_leaves=4 num_cat=0 split_feature=2 39 48 split_gain=4.59689 4.71802 4.09316 threshold=0.09227500000000001 0.16168500000000002 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2294781165547159e-05 9.279715382616326e-05 0.00050225529388224781 -0.00018465600879178834 leaf_weight=77.729481697679148 70.692142701343982 2.0881772339344016 9.5758986060973239 leaf_count=1869 1105 7 86 internal_value=0 -7.60585e-05 5.94861e-05 internal_weight=0 79.8177 80.268 internal_count=3067 1876 1191 is_linear=0 shrinkage=0.000400217 Tree=4619 num_leaves=4 num_cat=0 split_feature=128 131 1 split_gain=5.01331 4.49496 0.639405 threshold=0.085185000000000025 0.088865000000000013 0.12293500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6200392730183408e-05 -0.00046875055013677824 -0.00019017830554694866 -7.3645183935421206e-05 leaf_weight=148.62094559702382 3.8280899801466139 15.403149483492596 0.84299948439002026 leaf_count=2466 202 419 17 internal_value=0 1.48264e-05 -0.000400838 internal_weight=0 164.024 4.67109 internal_count=3104 2885 219 is_linear=0 shrinkage=0.000400217 Tree=4620 num_leaves=4 num_cat=0 split_feature=3 47 12 split_gain=5.1901 6.43353 2.67524 threshold=0.17769000000000004 0.11896000000000002 -0.052409999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5616257217534016e-05 -4.0331322093379763e-05 -0.00038977761813771452 0.00037805999852292313 leaf_weight=144.3625784348842 3.5471730346325785 7.645026378449983 7.6452416847459954 leaf_count=2847 62 95 81 internal_value=0 -3.47073e-05 0.000246375 internal_weight=0 152.008 11.1924 internal_count=3085 2942 143 is_linear=0 shrinkage=0.000400217 Tree=4621 num_leaves=4 num_cat=0 split_feature=160 403 15 split_gain=3.79312 3.94177 0.0918989 threshold=-0.40187499999999993 -1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0091377013661611342 -0.010002905229167754 0.0015813331222943982 -0.022314083016937849 leaf_weight=0.47444662160705808 13.250876772232003 145.23030178691261 2.9297306653170372 leaf_count=21 695 2136 226 internal_value=0 0.000606377 -0.0208271 internal_weight=0 158.481 3.40418 internal_count=3078 2831 247 is_linear=0 shrinkage=0.0204111 Tree=4622 num_leaves=3 num_cat=0 split_feature=9 1444 split_gain=4.24564 3.76201 threshold=-0.016839999999999997 -0.084559999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042774418671982832 0.00053240178485351578 -4.7502716975315676e-06 leaf_weight=3.7307963691418982 2.0037041314062654 162.03486037541006 leaf_count=97 28 3011 internal_value=0 2.16963e-06 internal_weight=0 164.039 internal_count=3136 3039 is_linear=0 shrinkage=0.000400217 Tree=4623 num_leaves=4 num_cat=0 split_feature=402 1456 4 split_gain=4.72315 3.82867 3.11917 threshold=0.086140000000000008 -1.0000000180025095e-35 0.31595000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029160867765420917 -0.000385491664727191 4.1259310011892296e-05 0.0003492252259418317 leaf_weight=5.6266987945273277 6.7464498465415081 156.32722170320631 0.98077202809508879 leaf_count=282 315 2488 30 internal_value=0 2.95011e-05 -0.000288582 internal_weight=0 161.954 7.72722 internal_count=3115 2770 345 is_linear=0 shrinkage=0.000400217 Tree=4624 num_leaves=4 num_cat=0 split_feature=484 150 2 split_gain=6.08547 6.16821 5.22429 threshold=-0.0048899999999999994 0.094545000000000018 -0.58149499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040006101288841853 -0.0021601332133967368 0.00028645996034686185 3.7721635806240251e-05 leaf_weight=9.7718488105892884 0.061487155035137131 2.5733952596783629 152.49138335431053 leaf_count=455 2 19 2668 internal_value=0 -0.000255666 3.52521e-05 internal_weight=0 12.3452 152.553 internal_count=3144 474 2670 is_linear=0 shrinkage=0.000400217 Tree=4625 num_leaves=4 num_cat=0 split_feature=1213 403 151 split_gain=5.49443 5.14574 2.04556 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.082294999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033537302826836755 -0.00035787996990336538 5.4825329747027153e-05 -0.00037855465276743317 leaf_weight=0.62512774486094702 4.8817108759540124 157.3917650673684 6.5784529334196113 leaf_count=7 362 2271 467 internal_value=0 4.21716e-05 -0.000312415 internal_weight=0 162.273 7.20358 internal_count=3107 2633 474 is_linear=0 shrinkage=0.000400217 Tree=4626 num_leaves=4 num_cat=0 split_feature=1456 160 12 split_gain=5.4084 4.67978 0.88519 threshold=1.0000000180025095e-35 -0.25833999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022247363340120056 0.0031699606590806805 0.0011321397058801259 -0.024302195765062866 leaf_weight=3.5412040087976484 0.52339882287196804 151.00412930111634 4.2304678227810646 leaf_count=237 8 2579 258 internal_value=0 0.00058071 -0.0212742 internal_weight=0 154.545 4.75387 internal_count=3082 2816 266 is_linear=0 shrinkage=0.0204111 Tree=4627 num_leaves=3 num_cat=0 split_feature=123 133 split_gain=4.51669 4.34096 threshold=-0.027219999999999998 -0.25351499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044395870933892012 -0.00045222569518504039 -3.1767592427055776e-06 leaf_weight=3.4310192866250864 3.4111482661101027 162.2189233321842 leaf_count=31 197 2884 internal_value=0 -1.27242e-05 internal_weight=0 165.63 internal_count=3112 3081 is_linear=0 shrinkage=0.000400217 Tree=4628 num_leaves=4 num_cat=0 split_feature=158 155 15 split_gain=6.29997 5.69054 5.39588 threshold=0.084965000000000027 0.08024000000000002 -0.24511999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.328205094620634e-05 0.00039107045601074076 -0.00033587840512796894 -0.0003630164683027583 leaf_weight=151.98859734235157 1.7028327957959835 5.5371342095895661 9.7137184758466883 leaf_count=2559 59 204 264 internal_value=0 5.86714e-05 -0.000247835 internal_weight=0 157.526 11.4166 internal_count=3086 2763 323 is_linear=0 shrinkage=0.000400217 Tree=4629 num_leaves=3 num_cat=0 split_feature=10 11 split_gain=5.05336 4.68864 threshold=0.08302000000000001 0.088315000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.7044691753714431e-05 0.00038134278007447827 -0.00034144764614030086 leaf_weight=152.3093859674118 4.7643082087161011 7.3760105839464805 leaf_count=2916 73 105 internal_value=0 -3.22579e-05 internal_weight=0 159.685 internal_count=3094 3021 is_linear=0 shrinkage=0.000400217 Tree=4630 num_leaves=4 num_cat=0 split_feature=1429 42 484 split_gain=5.23152 5.32713 0.357203 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.09129000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034078747427885062 -0.00012615732220210761 7.8704049946871912e-05 -0.00067199683524724562 leaf_weight=2.5278286637039851 23.651204659370705 140.97785097907763 0.87234408289077681 leaf_count=130 860 2121 21 internal_value=0 4.92072e-05 -0.000444477 internal_weight=0 164.629 3.40017 internal_count=3132 2981 151 is_linear=0 shrinkage=0.000400217 Tree=4631 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=4.892 5.39893 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020894375107681391 0.05500743862663203 0.00063192059895245676 leaf_weight=4.3003491479030336 0.65246653137728472 158.36817231462192 leaf_count=291 2 2806 internal_value=0 0.000893572 internal_weight=0 159.021 internal_count=3099 2808 is_linear=0 shrinkage=0.0204111 Tree=4632 num_leaves=4 num_cat=0 split_feature=160 4 4 split_gain=5.5648 4.31651 3.87089 threshold=-0.20907999999999996 -0.49977499999999991 0.39524000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0229284132086717 -0.014837636068261663 0.0017689363949577371 0.015800031639998914 leaf_weight=6.4228150275303042 6.7031117852311572 151.18056543987768 1.2043737643398342 leaf_count=285 120 2610 47 internal_value=0 0.00105387 -0.0166729 internal_weight=0 157.884 7.62719 internal_count=3062 2730 332 is_linear=0 shrinkage=0.0204111 Tree=4633 num_leaves=3 num_cat=0 split_feature=51 472 split_gain=5.15206 4.15833 threshold=-0.40548499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043216352651676704 -0.00042641489336402014 4.9557184637515739e-05 leaf_weight=3.6616485593258394 2.8837275182013391 160.46717348537641 leaf_count=122 152 2815 internal_value=0 4.08682e-05 internal_weight=0 163.351 internal_count=3089 2967 is_linear=0 shrinkage=0.000400217 Tree=4634 num_leaves=4 num_cat=0 split_feature=42 39 483 split_gain=5.68954 10.3612 6.21734 threshold=0.085675000000000015 0.084950000000000012 0.096950000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.6881073198000565e-05 -0.00023181963175325371 0.00026675953448318052 -0.00052363043276388048 leaf_weight=120.35608038082137 34.753415010942263 8.1583632538095099 3.0277675915567661 leaf_count=1816 1066 162 52 internal_value=0 -0.000136582 3.2419e-05 internal_weight=0 42.9118 123.384 internal_count=3096 1228 1868 is_linear=0 shrinkage=0.000400217 Tree=4635 num_leaves=4 num_cat=0 split_feature=1 376 13 split_gain=6.26153 6.55226 3.27559 threshold=0.12700000000000003 0.048375000000000008 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.579688307537982e-05 0.00045225163568145331 0.00026148344331854471 9.0601591877379284e-05 leaf_weight=134.00350228986645 5.7358593344688442 10.460553489159791 13.025804982404223 leaf_count=2683 144 119 134 internal_value=0 -4.19146e-05 0.000203193 internal_weight=0 144.464 18.7617 internal_count=3080 2802 278 is_linear=0 shrinkage=0.000400217 Tree=4636 num_leaves=3 num_cat=0 split_feature=376 48 split_gain=4.85469 4.87735 threshold=0.08801500000000001 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013582763167336268 0.019671790962474962 -0.014028672187884872 leaf_weight=142.20349581698974 5.5560576437273985 9.0213697404251416 leaf_count=2930 69 84 internal_value=0 0.000430663 internal_weight=0 151.225 internal_count=3083 3014 is_linear=0 shrinkage=0.0204111 Tree=4637 num_leaves=4 num_cat=0 split_feature=42 39 0 split_gain=6.47742 9.57393 5.21053 threshold=0.085675000000000015 0.084950000000000012 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003420121348272584 -0.012470159646399893 0.013857143644718392 0.013615465053113172 leaf_weight=103.23635478527285 31.6095336463477 6.9321107633877537 13.879814789630471 leaf_count=1706 1082 150 144 internal_value=0 -0.0077085 0.00192659 internal_weight=0 38.5416 117.116 internal_count=3082 1232 1850 is_linear=0 shrinkage=0.0204111 Tree=4638 num_leaves=4 num_cat=0 split_feature=403 482 4 split_gain=4.20752 4.10246 0.420143 threshold=-0.092224999999999988 0.10611500000000001 0.27415500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041123615226975517 2.1717858648491666e-05 -0.00047299176188951255 -1.5782554089194634e-05 leaf_weight=4.108028144852141 157.43293769218144 2.6196162381675085 0.48937075771391381 leaf_count=351 2630 101 13 internal_value=0 1.32958e-05 -0.000370518 internal_weight=0 160.053 4.5974 internal_count=3095 2731 364 is_linear=0 shrinkage=0.000400217 Tree=4639 num_leaves=4 num_cat=0 split_feature=1 47 16 split_gain=4.80638 5.08033 2.60041 threshold=0.11584000000000001 0.11669500000000001 -0.063769999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014136038998043378 0.012188138671878351 -0.026404494122663522 0.00021482825372874174 leaf_weight=123.61467975922278 17.013080032891597 3.3732199027435845 13.532753509352913 leaf_count=2607 250 65 188 internal_value=0 -0.00210012 0.00690375 internal_weight=0 126.988 30.5458 internal_count=3110 2672 438 is_linear=0 shrinkage=0.0204111 Tree=4640 num_leaves=4 num_cat=0 split_feature=1446 15 159 split_gain=4.60058 4.99665 0.188998 threshold=0.083705000000000016 -0.24269999999999997 -0.089154999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002686890454915642 -0.00021019738928307373 -1.0917075929669526e-05 -0.0004626712750912304 leaf_weight=10.874397592386229 0.88895197349484067 150.0153703468095 3.2206905729690325 leaf_count=242 57 2623 196 internal_value=0 8.15497e-06 -0.000415082 internal_weight=0 160.89 4.10964 internal_count=3118 2865 253 is_linear=0 shrinkage=0.000400217 Tree=4641 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=5.35261 6.0626 4.68376 threshold=0.10100500000000003 0.099195000000000019 0.090170000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.7955123693175553e-05 0.00017986930133826799 -0.0003744726572968703 -4.7405816080387672e-05 leaf_weight=90.93931263803097 33.60114437120501 9.3604616148222686 25.449692646972835 leaf_count=1995 503 323 254 internal_value=0 -6.97431e-05 8.20141e-05 internal_weight=0 100.3 59.0508 internal_count=3075 2318 757 is_linear=0 shrinkage=0.000400217 Tree=4642 num_leaves=4 num_cat=0 split_feature=14 3 4 split_gain=4.62311 6.01775 0.336168 threshold=0.073890000000000011 -0.10075499999999998 -0.064209999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0084603935625843767 -0.026160509159607302 -0.00093168913086713362 -0.012153066204130083 leaf_weight=37.039817267039325 2.313892711186782 120.86809203351004 1.484703950351103 leaf_count=355 75 2607 30 internal_value=0 0.00127581 -0.0211903 internal_weight=0 157.908 3.7986 internal_count=3067 2962 105 is_linear=0 shrinkage=0.0204111 Tree=4643 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=4.63427 5.23936 3.33539 threshold=-0.15490999999999996 0.10113500000000002 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034892617743428271 -9.2698831883003969e-05 6.0936849574151319e-05 -3.9665618646407547e-05 leaf_weight=9.1098229470662755 92.479282385640545 57.618158466764726 5.7061718697659662 leaf_count=66 2217 671 116 internal_value=0 -3.3721e-05 0.000200091 internal_weight=0 150.097 14.816 internal_count=3070 2888 182 is_linear=0 shrinkage=0.000400217 Tree=4644 num_leaves=4 num_cat=0 split_feature=0 0 51 split_gain=4.02805 12.0453 5.08033 threshold=-0.075359999999999996 -0.088159999999999988 -0.40148999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00064636242789622739 -0.021760248294483218 -0.018075115416127767 0.0055051595531601131 leaf_weight=84.462086577434093 2.8878343758406109 17.126410492826835 56.827840497920988 leaf_count=1052 94 1049 842 internal_value=0 -0.00252624 0.00414835 internal_weight=0 101.588 59.7157 internal_count=3037 2101 936 is_linear=0 shrinkage=0.0204111 Tree=4645 num_leaves=4 num_cat=0 split_feature=158 2 4 split_gain=4.77728 5.52219 4.9889 threshold=0.084965000000000027 0.12250500000000002 0.0064450000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021584796688907354 -0.017763463236843649 0.020285282399473002 0.0054516243679227907 leaf_weight=87.80629300835426 10.612161655299131 1.7693523095804256 60.536448412647587 leaf_count=2087 291 40 680 internal_value=0 -0.0121931 0.000948859 internal_weight=0 12.3815 148.343 internal_count=3098 331 2767 is_linear=0 shrinkage=0.0204111 Tree=4646 num_leaves=4 num_cat=0 split_feature=1213 52 157 split_gain=5.80632 4.92708 2.1339 threshold=-1.0000000180025095e-35 -0.048794999999999991 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003428100693455744 0.00010593836905396573 -4.1193325498198026e-05 -0.00042876895962471162 leaf_weight=0.54855196177959431 57.592278691823594 98.898731126071652 6.2472118817531728 leaf_count=5 899 1732 457 internal_value=0 1.29915e-05 -0.00036194 internal_weight=0 156.491 6.79576 internal_count=3093 2631 462 is_linear=0 shrinkage=0.000400217 Tree=4647 num_leaves=4 num_cat=0 split_feature=0 47 12 split_gain=5.29534 6.93236 5.92385 threshold=-0.060269999999999997 0.096770000000000009 0.085685000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.6665529448650544e-05 3.7903019775402384e-05 0.00043705523364411268 -0.00017841633806804305 leaf_weight=76.145218586258125 35.737932508753147 8.5538096502423269 36.946284375677351 leaf_count=992 480 56 1505 internal_value=0 0.000115897 -4.71799e-05 internal_weight=0 44.2917 113.092 internal_count=3033 536 2497 is_linear=0 shrinkage=0.000400217 Tree=4648 num_leaves=4 num_cat=0 split_feature=42 1429 157 split_gain=4.43939 5.14349 4.85204 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.069074999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014866782784630302 -0.02437808745348518 0.0025235637333973519 -0.011363895681483613 leaf_weight=3.330972772062526 2.9167210716404943 133.45615164079936 20.362243228330044 leaf_count=54 146 2117 798 internal_value=0 0.00192867 -0.00762361 internal_weight=0 136.373 23.6932 internal_count=3115 2263 852 is_linear=0 shrinkage=0.0204111 Tree=4649 num_leaves=4 num_cat=0 split_feature=3 43 0 split_gain=5.33215 5.35371 2.89492 threshold=0.17769000000000004 -0.07440999999999999 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001010343820689914 6.9360670000396906e-05 -5.2694622856186048e-05 0.00046888763244848375 leaf_weight=57.524587245236035 5.4787937472574413 97.841904262837488 6.1822117043193412 leaf_count=1206 75 1749 66 internal_value=0 4.25545e-06 0.000283619 internal_weight=0 155.366 11.661 internal_count=3096 2955 141 is_linear=0 shrinkage=0.000400217 Tree=4650 num_leaves=4 num_cat=0 split_feature=1456 1456 3 split_gain=5.36883 5.7361 1.05088 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012950133833892027 4.1578554336887402e-05 -0.0003931701066852047 -0.0004137152502135621 leaf_weight=0.58614417165517796 154.76279699555016 4.9071230834524604 5.288167627179063 leaf_count=5 2533 258 295 internal_value=0 2.79513e-05 -0.000358104 internal_weight=0 159.67 5.87431 internal_count=3091 2791 300 is_linear=0 shrinkage=0.000400217 Tree=4651 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=6.83087 5.11595 2.93718 threshold=-0.15490999999999996 0.077800000000000022 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035830576816159901 -0.00015220207244577165 1.2365511438161426e-05 1.7670759993217039e-05 leaf_weight=10.545898116892205 43.608445701494929 98.209942846326157 6.5636958401883012 leaf_count=76 1551 1284 124 internal_value=0 -3.83183e-05 0.000228594 internal_weight=0 141.818 17.1096 internal_count=3035 2835 200 is_linear=0 shrinkage=0.000400217 Tree=4652 num_leaves=4 num_cat=0 split_feature=128 52 2 split_gain=5.32806 4.19033 0.818926 threshold=0.085185000000000025 -0.048794999999999991 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010223225283899209 -0.00047541297178705158 -2.9891151009910396e-05 -4.6023673968314408e-05 leaf_weight=60.906530882726656 4.0049967718077815 103.85256312496495 0.89100670896004874 leaf_count=880 202 2011 21 internal_value=0 1.89872e-05 -0.000400046 internal_weight=0 164.759 4.896 internal_count=3114 2891 223 is_linear=0 shrinkage=0.000400217 Tree=4653 num_leaves=4 num_cat=0 split_feature=484 40 1 split_gain=4.43593 4.4159 4.39022 threshold=-0.0048899999999999994 -0.0099849999999999991 0.12700000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030247691342943125 1.0688786843357978e-05 -0.00033970187394140089 0.00023497572084542687 leaf_weight=2.0031081684865049 137.23100127853104 9.3511176121683075 15.453927179914897 leaf_count=19 2371 466 247 internal_value=0 -0.000224562 3.35454e-05 internal_weight=0 11.3542 152.685 internal_count=3103 485 2618 is_linear=0 shrinkage=0.000400217 Tree=4654 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=5.02998 6.6477 4.85102 threshold=0.092120000000000021 -0.063819999999999988 0.083680000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012817659166112168 2.6748241162349529e-05 0.00013622695056638494 0.00025361919279452455 leaf_weight=60.191140039270977 68.020484170236159 20.276828574948013 19.302530788234435 leaf_count=1643 1054 207 178 internal_value=0 -6.14538e-05 7.7158e-05 internal_weight=0 80.468 87.323 internal_count=3082 1850 1232 is_linear=0 shrinkage=0.000400217 Tree=4655 num_leaves=3 num_cat=0 split_feature=10 33 split_gain=4.95657 5.07196 threshold=0.08302000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023337273802161471 0.020993467249617655 0.00016296063996353163 leaf_weight=3.8123600790277115 4.5223630740074432 152.91294565780845 leaf_count=32 76 2998 internal_value=0 -0.000424938 internal_weight=0 156.725 internal_count=3106 3030 is_linear=0 shrinkage=0.0204111 Tree=4656 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=4.25126 4.77064 threshold=-1.0000000180025095e-35 -0.083499999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042986900124550878 9.8321462719800121e-05 -4.7811535521877636e-05 leaf_weight=3.6426587217720217 52.617154044186464 111.22575200803112 leaf_count=88 962 2068 internal_value=0 -8.46714e-07 internal_weight=0 163.843 internal_count=3118 3030 is_linear=0 shrinkage=0.000400217 Tree=4657 num_leaves=3 num_cat=0 split_feature=1348 3 split_gain=5.3756 5.13928 threshold=0.084620000000000015 0.17769000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0021689128399686145 0.017919444888833194 0.011562436133720856 leaf_weight=141.03875705021346 6.3643519978504619 12.237864587572401 leaf_count=2866 68 147 internal_value=0 -0.00106494 internal_weight=0 153.277 internal_count=3081 3013 is_linear=0 shrinkage=0.0204111 Tree=4658 num_leaves=4 num_cat=0 split_feature=484 150 160 split_gain=5.28799 5.25254 4.84017 threshold=-1.0000000180025095e-35 0.097030000000000019 -0.40187499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019058256626472158 -0.022247644403689797 0.014321983364615298 0.0017052762747885176 leaf_weight=10.061011660742222 3.4890865726265465 2.3464068826287976 146.72394846240059 leaf_count=475 240 16 2360 internal_value=0 -0.012674 0.00113275 internal_weight=0 12.4074 150.213 internal_count=3091 491 2600 is_linear=0 shrinkage=0.0204111 Tree=4659 num_leaves=4 num_cat=0 split_feature=401 156 15 split_gain=4.82695 4.50149 1.16756 threshold=0.087020000000000014 0.090040000000000023 -0.12468999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5460634342066094e-05 0.00011048199446669 -0.00020405688255743817 -0.00043189919646299569 leaf_weight=149.28101052441343 0.68433957709930826 13.611279179749543 4.7851805342943399 leaf_count=2569 24 280 219 internal_value=0 1.53201e-05 -0.000363182 internal_weight=0 162.892 5.46952 internal_count=3092 2849 243 is_linear=0 shrinkage=0.000400217 Tree=4660 num_leaves=4 num_cat=0 split_feature=484 1429 457 split_gain=5.38901 5.39224 3.98625 threshold=-0.0048899999999999994 0.084545000000000009 0.094310000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034877714816428107 -4.747667868763154e-07 0.00026708966583551935 0.00028701645125742115 leaf_weight=10.326402924736611 141.29384589467372 13.078633425728183 1.7737707959022362 leaf_count=465 2474 155 18 internal_value=0 2.23708e-05 -0.000253799 internal_weight=0 154.372 12.1002 internal_count=3112 2629 483 is_linear=0 shrinkage=0.000400217 Tree=4661 num_leaves=3 num_cat=0 split_feature=482 1209 split_gain=4.08707 4.13097 threshold=0.10022500000000002 0.087100000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.7305455517769884e-05 -0.00048089537678800028 -0.0004602833683660348 leaf_weight=162.61404870531987 2.5501331734412807 2.7197877642756785 leaf_count=2852 97 152 internal_value=0 1.89784e-05 internal_weight=0 165.334 internal_count=3101 3004 is_linear=0 shrinkage=0.000400217 Tree=4662 num_leaves=4 num_cat=0 split_feature=1456 453 1453 split_gain=4.85736 4.53645 1.46359 threshold=-1.0000000180025095e-35 0.087445000000000009 -0.09343499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0083449644934566938 0.00098151294459864835 -0.020122105629344272 -0.021499692066682848 leaf_weight=0.7207759022276149 150.2134350942215 4.2549461806192985 5.4474519143404896 leaf_count=25 2770 55 278 internal_value=0 0.000386044 -0.0179257 internal_weight=0 154.468 6.16823 internal_count=3128 2825 303 is_linear=0 shrinkage=0.0204111 Tree=4663 num_leaves=4 num_cat=0 split_feature=480 52 15 split_gain=5.05907 4.64616 0.892631 threshold=0.086640000000000009 -0.42985499999999993 -0.47129499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040652690085815228 6.525451923450889e-06 2.5732975151853726e-05 -0.00047290794971914269 leaf_weight=3.9738739861058994 0.72944526188075531 158.13250240380876 3.9962965987506314 leaf_count=266 9 2652 184 internal_value=0 1.48633e-05 -0.000400466 internal_weight=0 162.106 4.72574 internal_count=3111 2918 193 is_linear=0 shrinkage=0.000400217 Tree=4664 num_leaves=4 num_cat=0 split_feature=133 151 1 split_gain=4.35284 4.48709 0.0639443 threshold=-0.39935999999999994 -0.52342999999999995 0.11751000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003794346271602036 -0.00050594481069412352 2.8941542536852076e-05 -0.00060551093107439322 leaf_weight=1.8721158520493184 2.4377170100342473 171.02625742364035 0.90889131557196368 leaf_count=156 48 2900 6 internal_value=0 2.11032e-05 -0.000473897 internal_weight=0 173.464 2.78101 internal_count=3110 2948 162 is_linear=0 shrinkage=0.000400217 Tree=4665 num_leaves=4 num_cat=0 split_feature=14 2 147 split_gain=4.85426 5.81424 0.538684 threshold=0.077685000000000018 -0.58149499999999998 0.085530000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024191600059203875 -0.00030268330364338592 1.3523734142055948e-05 -0.00066545338673974221 leaf_weight=0.045553807169197991 1.8018781144055531 162.66708607846522 1.3975472114980219 leaf_count=1 84 2966 12 internal_value=0 1.11796e-05 -0.000478288 internal_weight=0 162.713 3.19943 internal_count=3063 2967 96 is_linear=0 shrinkage=0.000400217 Tree=4666 num_leaves=4 num_cat=0 split_feature=1447 1365 123 split_gain=4.5656 4.0396 3.24937 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024305881869266528 0.00047050855541166763 -0.022611597431068043 0.018554126692568521 leaf_weight=5.0103926502924869 150.35964154132671 3.1145482196006915 0.77629272919148196 leaf_count=287 2723 53 9 internal_value=0 -1.4054e-05 -0.0183131 internal_weight=0 153.474 5.78669 internal_count=3072 2776 296 is_linear=0 shrinkage=0.0204111 Tree=4667 num_leaves=4 num_cat=0 split_feature=15 1374 50 split_gain=5.49743 5.5586 4.91624 threshold=-0.25766499999999998 0.090240000000000015 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034738474413002979 -1.3892500858535309e-05 -0.00047787685699792869 -0.00029250525929560981 leaf_weight=11.17628335917834 148.07667079829844 4.1428856494021593 2.2287472561001769 leaf_count=217 2803 51 17 internal_value=0 -2.68625e-05 0.000239454 internal_weight=0 152.22 13.405 internal_count=3088 2854 234 is_linear=0 shrinkage=0.000400217 Tree=4668 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=8.42231 10.2418 5.84402 threshold=-0.075534999999999977 -0.087944999999999982 -0.073264999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1854189871445838e-05 0.00024429789449933006 -0.00035201862845102646 -2.5553738453354522e-06 leaf_weight=87.308146528375801 27.473180158878677 18.075650455692085 34.659845191432396 leaf_count=1085 358 1035 590 internal_value=0 -7.87982e-05 0.000106838 internal_weight=0 105.384 62.133 internal_count=3068 2120 948 is_linear=0 shrinkage=0.000400217 Tree=4669 num_leaves=4 num_cat=0 split_feature=3 39 49 split_gain=5.37511 5.41443 3.52685 threshold=-0.15442999999999998 0.0047850000000000011 0.0040150000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.9286868651984487e-05 -7.0066431260581204e-05 0.00013437747789113425 0.00051911759345330032 leaf_weight=14.380093686748298 120.31905556810671 24.960664835787611 4.0423965944210059 leaf_count=193 2502 343 20 internal_value=0 -3.48643e-05 0.000193989 internal_weight=0 145.28 18.4225 internal_count=3058 2845 213 is_linear=0 shrinkage=0.000400217 Tree=4670 num_leaves=3 num_cat=0 split_feature=4 11 split_gain=4.3698 5.42362 threshold=0.51195500000000005 0.088315000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00066998966972481896 0.021480575875444056 -0.01646753828611949 leaf_weight=149.08938630091143 3.8537360201589754 7.9998648816253981 leaf_count=2801 136 107 internal_value=0 -0.000213857 internal_weight=0 157.089 internal_count=3044 2908 is_linear=0 shrinkage=0.0204111 Tree=4671 num_leaves=4 num_cat=0 split_feature=13 13 31 split_gain=4.63457 6.44843 4.85124 threshold=-0.24426999999999996 -0.5318799999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021296422551898289 0.00043162246775611205 0.00034364322622370999 -3.3911569076532941e-05 leaf_weight=4.4442041758447912 3.5626877418253562 12.511536855017765 148.01235299331893 leaf_count=40 79 117 2863 internal_value=0 0.000197313 -2.26589e-05 internal_weight=0 16.9557 151.575 internal_count=3099 157 2942 is_linear=0 shrinkage=0.000400217 Tree=4672 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=5.67034 8.41039 3.53313 threshold=-0.10462499999999998 0.0047850000000000011 -0.14197999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.225469294103615e-05 -0.00010310731712042936 0.0001698961655969169 0.00021798667876781453 leaf_weight=7.9388684898149249 107.70001949618745 21.610483710188419 21.986301107855979 leaf_count=90 2470 312 212 internal_value=0 -5.73752e-05 0.000135645 internal_weight=0 129.311 29.9252 internal_count=3084 2782 302 is_linear=0 shrinkage=0.000400217 Tree=4673 num_leaves=4 num_cat=0 split_feature=1456 401 3 split_gain=4.56821 4.20018 1.4029 threshold=-1.0000000180025095e-35 0.083100000000000021 -0.15896999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015134502268003612 0.0020689947407169728 -0.014671238638249805 -0.021004635723561427 leaf_weight=0.41322168789338309 149.89473923205514 6.4042655751691191 4.7867560139929983 leaf_count=4 2492 273 277 internal_value=0 0.00137306 -0.0178743 internal_weight=0 156.299 5.19998 internal_count=3046 2765 281 is_linear=0 shrinkage=0.0204111 Tree=4674 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=6.68166 10.678 5.99312 threshold=1.0000000180025095e-35 -0.084074999999999997 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018856136412049723 0.00030794576726491751 0.0012453953927846579 0.012710288795983562 leaf_weight=18.236791525603621 95.40057881292887 27.492383208635147 19.449873107834719 leaf_count=784 1229 799 298 internal_value=0 -0.00679757 0.00241861 internal_weight=0 45.7292 114.85 internal_count=3110 1583 1527 is_linear=0 shrinkage=0.0204111 Tree=4675 num_leaves=3 num_cat=0 split_feature=1212 1365 split_gain=4.25894 4.08928 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021469608937776496 0.0020419134689762444 -0.020096849367868638 leaf_weight=3.3014540532167294 161.13280845896224 3.441145345568656 leaf_count=242 2884 57 internal_value=0 0.00156566 internal_weight=0 164.574 internal_count=3183 2941 is_linear=0 shrinkage=0.0204111 Tree=4676 num_leaves=4 num_cat=0 split_feature=14 3 147 split_gain=4.94972 5.82728 0.387166 threshold=0.077685000000000018 -0.15490999999999996 0.085530000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011919484983322931 -0.017721174609991664 -0.0017507804582553947 -0.034385817356661914 leaf_weight=14.26712059532292 1.8551335530355566 134.47875037114136 1.3464754405431447 leaf_count=163 84 2823 12 internal_value=0 -0.000431603 -0.0256548 internal_weight=0 148.746 3.20161 internal_count=3082 2986 96 is_linear=0 shrinkage=0.0204111 Tree=4677 num_leaves=4 num_cat=0 split_feature=160 1375 4 split_gain=5.87278 6.20219 4.19781 threshold=-0.20907999999999996 -0.43271999999999994 0.59999500000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043634958524841786 -0.00063893541860098231 4.3016970019191527e-05 0.00037354940219137464 leaf_weight=6.7829785364301634 2.0554126193746916 149.37252190585423 1.1157171279191969 leaf_count=297 13 2681 46 internal_value=0 3.32952e-05 -0.000318326 internal_weight=0 151.428 7.8987 internal_count=3037 2694 343 is_linear=0 shrinkage=0.000400217 Tree=4678 num_leaves=3 num_cat=0 split_feature=151 156 split_gain=4.53275 4.55625 threshold=-0.52054499999999992 0.11896500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02686970166008425 0.0019277782430561731 -0.026371850301055936 leaf_weight=2.266345167066901 161.36104877505568 2.2938366415910414 leaf_count=50 2982 94 internal_value=0 0.00151336 internal_weight=0 163.655 internal_count=3126 3076 is_linear=0 shrinkage=0.0204111 Tree=4679 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=4.44295 5.87617 3.77556 threshold=0.10384000000000002 1.0000000180025095e-35 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.004805731005552827 0.007411019272491901 0.016887653504417007 -0.0034980164598188458 leaf_weight=96.527387813221139 36.416823964216746 5.3895268705673507 20.626989003038034 leaf_count=2358 525 29 184 internal_value=0 -0.00364128 0.0034672 internal_weight=0 101.917 57.0438 internal_count=3096 2387 709 is_linear=0 shrinkage=0.0204111 Tree=4680 num_leaves=4 num_cat=0 split_feature=1 3 1 split_gain=4.79562 9.43384 3.38098 threshold=0.10100500000000003 -0.10075499999999998 0.10203000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0068727254439015168 0.028746933865190522 -0.006898977548199613 0.0034064236213224791 leaf_weight=29.099315138359088 2.1706885013263664 71.25850859273487 58.331637250084896 leaf_count=288 23 2032 768 internal_value=0 -0.00290259 0.00436701 internal_weight=0 100.358 60.5023 internal_count=3111 2320 791 is_linear=0 shrinkage=0.0204111 Tree=4681 num_leaves=4 num_cat=0 split_feature=2 2 16 split_gain=5.01126 12.1506 7.91569 threshold=0.086635000000000004 0.086935000000000012 -0.15336499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015304692514470758 0.00094783903838567974 3.6159026870962199e-05 -0.00017981278229631367 leaf_weight=15.609172001015393 2.2827359648072152 106.28450544406951 42.054403154048487 leaf_count=159 36 1751 1143 internal_value=0 5.62848e-05 -8.95877e-05 internal_weight=0 108.567 57.6636 internal_count=3089 1787 1302 is_linear=0 shrinkage=0.000400217 Tree=4682 num_leaves=4 num_cat=0 split_feature=4 484 13 split_gain=4.9229 4.49704 2.11018 threshold=-0.49977499999999991 0.085515000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0037182623466117514 -0.0019658287437971725 0.0085627733050015736 -0.026137114505674471 leaf_weight=2.8899746593087912 128.55288935094723 19.345528995429049 4.4893031725659958 leaf_count=34 2630 332 100 internal_value=0 -0.000583222 -0.0175439 internal_weight=0 147.898 7.37928 internal_count=3096 2962 134 is_linear=0 shrinkage=0.0204111 Tree=4683 num_leaves=4 num_cat=0 split_feature=2 0 13 split_gain=7.11678 6.42241 3.90738 threshold=0.097925000000000012 -0.23211999999999997 -0.073984999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022654111648738418 0.011711424324566386 -0.0044240883221664971 0.0015988742466961838 leaf_weight=3.6935584314633152 25.150846257107332 89.698288695173687 43.151364139514044 leaf_count=25 315 2129 624 internal_value=0 -0.00332733 0.00533568 internal_weight=0 93.3918 68.3022 internal_count=3093 2154 939 is_linear=0 shrinkage=0.0204111 Tree=4684 num_leaves=4 num_cat=0 split_feature=1456 133 151 split_gain=4.27516 4.40189 1.20444 threshold=-1.0000000180025095e-35 -0.26577499999999993 -0.024429999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0051806734163376235 -0.022051890434508413 0.0017909567385437266 -0.02203979835916647 leaf_weight=0.76008298032684241 3.1817620902438639 157.40648896050698 4.1561506424914105 leaf_count=29 187 2625 260 internal_value=0 0.00130352 -0.0178097 internal_weight=0 160.588 4.91623 internal_count=3101 2812 289 is_linear=0 shrinkage=0.0204111 Tree=4685 num_leaves=4 num_cat=0 split_feature=1447 51 1454 split_gain=5.30822 4.30496 1.72783 threshold=-1.0000000180025095e-35 -0.40148999999999996 0.085700000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023225717467183268 -0.021966320322617423 0.0017691425374468778 0.0078971014205084771 leaf_weight=4.845886945971869 3.1408837842172934 149.92534744345176 0.81740979207097542 leaf_count=254 101 2688 35 internal_value=0 0.0012664 -0.0186676 internal_weight=0 153.066 5.6633 internal_count=3078 2789 289 is_linear=0 shrinkage=0.0204111 Tree=4686 num_leaves=4 num_cat=0 split_feature=403 1446 13 split_gain=4.95923 5.06385 1.29294 threshold=0.090530000000000013 0.089430000000000009 -0.16228999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020647972281495459 0.011519470632221177 -0.023083356573511592 -0.02225128195627523 leaf_weight=155.63686288410827 0.45726751524489362 3.2972798236005465 4.511629240907495 leaf_count=2666 20 140 234 internal_value=0 0.00152719 -0.0189581 internal_weight=0 158.934 4.9689 internal_count=3060 2806 254 is_linear=0 shrinkage=0.0204111 Tree=4687 num_leaves=4 num_cat=0 split_feature=52 42 1375 split_gain=4.80654 6.6186 5.1486 threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.43271999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048258385738106759 -0.00037665598317340076 -5.0562373855842559e-05 7.8902451062530301e-05 leaf_weight=2.6253563724458209 11.152966928741078 87.20106678456068 59.338935489824507 leaf_count=14 642 1495 934 internal_value=0 -8.79264e-05 5.42854e-05 internal_weight=0 98.354 61.9643 internal_count=3085 2137 948 is_linear=0 shrinkage=0.000400217 Tree=4688 num_leaves=4 num_cat=0 split_feature=128 403 2 split_gain=5.29215 4.14337 0.770691 threshold=0.085185000000000025 -0.092224999999999988 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018502399389021248 -0.024167154632380616 0.0016506637630444747 -0.0026503889927688802 leaf_weight=4.2591864447458638 3.9318967651342964 153.85041888775595 0.87292150344001118 leaf_count=332 197 2570 27 internal_value=0 0.00109507 -0.0204074 internal_weight=0 158.11 4.80482 internal_count=3126 2902 224 is_linear=0 shrinkage=0.0204111 Tree=4689 num_leaves=4 num_cat=0 split_feature=376 2 3 split_gain=4.96941 4.56137 1.80025 threshold=0.048375000000000008 0.153865 -0.010514999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5937986811935557e-05 0.00039988550625617701 0.00034296800849212923 8.6839021035743649e-05 leaf_weight=143.1452273009927 5.922268021851778 5.1647927371086544 5.8975545917637628 leaf_count=2796 76 101 81 internal_value=0 -2.24941e-05 0.00024597 internal_weight=0 148.31 11.8198 internal_count=3054 2897 157 is_linear=0 shrinkage=0.000400217 Tree=4690 num_leaves=4 num_cat=0 split_feature=4 0 40 split_gain=6.20005 4.88443 2.08056 threshold=-0.49367499999999992 0.053965000000000006 -0.082239999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034278957335877921 0.0003579729496937109 0.013526231450935174 -0.023540683538924953 leaf_weight=2.0640572030097246 140.71873979075463 12.691614334937183 5.6148878096137187 leaf_count=20 2831 103 126 internal_value=0 0.00145645 -0.0172083 internal_weight=0 153.41 7.67895 internal_count=3080 2934 146 is_linear=0 shrinkage=0.0204111 Tree=4691 num_leaves=3 num_cat=0 split_feature=1375 33 split_gain=5.47698 5.09526 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031408390135425603 -0.019663119293983337 0.0016941639713112964 leaf_weight=2.0833681412623255 4.6864281659945837 154.61266506369429 leaf_count=15 46 3057 internal_value=0 0.00105248 internal_weight=0 159.299 internal_count=3118 3103 is_linear=0 shrinkage=0.0204111 Tree=4692 num_leaves=4 num_cat=0 split_feature=14 3 48 split_gain=5.0646 6.5805 0.670578 threshold=0.073890000000000011 -0.097724999999999992 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001581754955840646 -0.00065883986730491803 -3.2176419135843388e-05 -0.00029090357435953369 leaf_weight=38.300431004608981 1.4628370964201169 119.75344582158141 2.3142149961204259 leaf_count=377 15 2601 96 internal_value=0 1.403e-05 -0.00044827 internal_weight=0 158.054 3.77705 internal_count=3089 2978 111 is_linear=0 shrinkage=0.000400217 Tree=4693 num_leaves=4 num_cat=0 split_feature=42 475 49 split_gain=5.44018 8.55373 5.02635 threshold=-1.0000000180025095e-35 -0.0019549999999999997 -0.085934999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029803415234835369 -0.00018535922724037949 -0.00031901337648257568 4.4858034345576726e-05 leaf_weight=4.4064727155200698 17.202998178661801 17.834580898386776 123.72680586359638 leaf_count=56 167 770 2077 internal_value=0 -0.000195881 1.66311e-05 internal_weight=0 22.2411 140.93 internal_count=3070 826 2244 is_linear=0 shrinkage=0.000400217 Tree=4694 num_leaves=3 num_cat=0 split_feature=1444 1 split_gain=4.32497 4.76315 threshold=-0.084559999999999982 0.09450500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00052292929558626856 -0.00010610690994059776 3.2637321862810553e-05 leaf_weight=2.0811468311585477 87.004700885270722 72.637528449937236 leaf_count=34 2127 930 internal_value=0 -4.29994e-05 internal_weight=0 159.642 internal_count=3091 3057 is_linear=0 shrinkage=0.000400217 Tree=4695 num_leaves=4 num_cat=0 split_feature=2 52 51 split_gain=6.09327 8.64805 8.2707 threshold=0.092120000000000021 -0.24600999999999998 -0.09021499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0085979241917226324 -0.020288928069712584 0.0050401665658797922 -0.0083442427888880365 leaf_weight=14.91051340755075 5.9641272842127355 74.317895408370532 59.875519692039234 leaf_count=191 222 994 1654 internal_value=0 0.00313284 -0.00495858 internal_weight=0 80.282 74.786 internal_count=3061 1216 1845 is_linear=0 shrinkage=0.0204111 Tree=4696 num_leaves=4 num_cat=0 split_feature=11 3 48 split_gain=4.97763 8.5557 2.97908 threshold=0.088315000000000018 -0.10096999999999999 0.083305000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.008999459311770772 -0.0064038701254455314 -0.0029083834570161247 -0.032005215323052894 leaf_weight=32.103374042839278 4.7593663696316062 114.30421140036196 3.115765099413693 leaf_count=319 84 2661 30 internal_value=0 -0.000292421 -0.0168396 internal_weight=0 146.408 7.87513 internal_count=3094 2980 114 is_linear=0 shrinkage=0.0204111 Tree=4697 num_leaves=4 num_cat=0 split_feature=43 43 474 split_gain=4.09924 8.00015 7.39133 threshold=-0.07440999999999999 -0.078869999999999982 0.084655000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020272187968289998 -0.003769419029771892 0.023731317664112968 0.012785637739517804 leaf_weight=50.466790182486875 89.361655439141032 8.122351714409886 12.738603704317937 leaf_count=1066 1727 144 158 internal_value=0 0.00507564 -0.00169217 internal_weight=0 58.5891 102.1 internal_count=3095 1210 1885 is_linear=0 shrinkage=0.0204111 Tree=4698 num_leaves=4 num_cat=0 split_feature=12 43 2 split_gain=4.39521 4.92014 3.6779 threshold=0.10042000000000002 -0.19537999999999997 -0.14169499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015429484946898607 0.013533648850315407 0.00080929910662223088 -0.012445894517956115 leaf_weight=10.244827745016662 2.5572222936898497 129.69862482626922 15.658643623508395 leaf_count=98 24 2562 405 internal_value=0 0.00189108 -0.00873837 internal_weight=0 139.943 18.2159 internal_count=3089 2660 429 is_linear=0 shrinkage=0.0204111 Tree=4699 num_leaves=4 num_cat=0 split_feature=4 16 48 split_gain=6.42635 9.36567 4.42494 threshold=0.17888000000000001 -0.19424999999999998 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022949534375775776 0.0096105726806518521 -0.00073791929523559017 -0.013586666184222666 leaf_weight=8.3900136976735649 34.29673738242127 113.49000705013168 3.7063767751678816 leaf_count=83 423 2565 27 internal_value=0 -0.00228659 0.00731492 internal_weight=0 121.88 38.0031 internal_count=3098 2648 450 is_linear=0 shrinkage=0.0204111 Tree=4700 num_leaves=4 num_cat=0 split_feature=43 150 42 split_gain=4.70824 7.1907 7.01347 threshold=-0.07440999999999999 0.082085000000000019 -0.24552499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056885409432719193 -9.4036254946193557e-05 0.00014945361637061234 0.00013421284364241223 leaf_weight=2.2571957050822666 79.074589795010979 25.634034166345373 57.261541844680323 leaf_count=22 1642 202 1219 internal_value=0 -3.43308e-05 0.000106532 internal_weight=0 104.709 59.5187 internal_count=3085 1844 1241 is_linear=0 shrinkage=0.000400217 Tree=4701 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=4.26646 4.7934 threshold=1.0000000180025095e-35 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00074793815888245924 -0.018337618828000557 0.020894114251648201 leaf_weight=150.95935415462736 4.5857092207297674 4.974556279485113 leaf_count=2905 53 114 internal_value=0 0.00140517 internal_weight=0 155.934 internal_count=3072 3019 is_linear=0 shrinkage=0.0204111 Tree=4702 num_leaves=4 num_cat=0 split_feature=52 1 48 split_gain=4.68799 7.76124 6.10948 threshold=0.11301500000000002 0.11201500000000002 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.0829715343517357e-05 -0.00043442643561298282 9.7468771902242993e-05 -0.00034713478413631819 leaf_weight=140.44198728374613 9.6397230866714398 7.9358133310452095 6.7052576309069982 leaf_count=2522 413 111 65 internal_value=0 -0.000195165 2.29003e-05 internal_weight=0 17.5755 147.147 internal_count=3111 524 2587 is_linear=0 shrinkage=0.000400217 Tree=4703 num_leaves=3 num_cat=0 split_feature=1373 1365 split_gain=4.46776 4.29435 threshold=0.099250000000000019 0.087320000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.382784995834987e-05 -0.00048295496077864757 -0.00049601532503908358 leaf_weight=163.52519885174115 2.6985516126733264 2.3757153372280291 leaf_count=3020 26 32 internal_value=0 2.5911e-05 internal_weight=0 165.901 internal_count=3078 3052 is_linear=0 shrinkage=0.000400217 Tree=4704 num_leaves=4 num_cat=0 split_feature=157 12 1 split_gain=5.15263 6.33405 2.61946 threshold=-0.084489999999999996 0.11498000000000001 0.10859000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024607297407077452 0.00033488007475596305 -0.020383972265952673 0.0038815025286977321 leaf_weight=5.6039468080125507 144.024626597311 6.3092416812723959 1.7219014940783379 leaf_count=205 2696 159 27 internal_value=0 -0.000549176 -0.0179535 internal_weight=0 150.334 7.32585 internal_count=3087 2855 232 is_linear=0 shrinkage=0.0204111 Tree=4705 num_leaves=4 num_cat=0 split_feature=484 1373 123 split_gain=4.51264 4.90536 4.25784 threshold=-0.0048899999999999994 0.099250000000000019 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030692679236653974 4.1430876773512803e-05 -0.00052574666513138313 0.00039794877490139719 leaf_weight=10.75493070919765 151.94057135903859 2.3707257489440954 1.4731915364973236 leaf_count=448 2548 26 15 internal_value=0 3.23423e-05 -0.000219166 internal_weight=0 154.311 12.2281 internal_count=3037 2574 463 is_linear=0 shrinkage=0.000400217 Tree=4706 num_leaves=4 num_cat=0 split_feature=16 0 52 split_gain=4.87173 8.81909 5.51407 threshold=0.26746000000000009 0.18055000000000002 -0.048794999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00679871531898474 -0.018445933406295752 0.026334591711164122 -0.0016886432215203499 leaf_weight=47.479211061436217 11.685252653056521 2.0675084656104437 96.569582773438015 leaf_count=624 347 5 2098 internal_value=0 -0.0115556 0.00111194 internal_weight=0 13.7528 144.049 internal_count=3074 352 2722 is_linear=0 shrinkage=0.0204111 Tree=4707 num_leaves=4 num_cat=0 split_feature=2 2 15 split_gain=5.27891 7.3209 6.37776 threshold=0.088930000000000023 -0.14169499999999999 0.15110000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026750472920855672 7.9124397246484578e-05 -0.00014269897422248691 -0.00037753492232104805 leaf_weight=7.8417069572024038 92.781370073236758 56.538198865469894 5.061196355498395 leaf_count=87 1444 1523 66 internal_value=0 -9.2357e-05 5.50978e-05 internal_weight=0 64.3799 97.8426 internal_count=3120 1610 1510 is_linear=0 shrinkage=0.000400217 Tree=4708 num_leaves=4 num_cat=0 split_feature=1 4 475 split_gain=5.00084 5.64208 5.21948 threshold=0.09450500000000002 -0.17568999999999999 -0.083684999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.009559945472542462 -0.01502682784964752 0.0051148440564461797 -0.0058720353802766091 leaf_weight=10.291676902939797 6.2529817126924163 64.863886095350608 75.034583519394801 leaf_count=190 118 817 2000 internal_value=0 0.00332304 -0.00400061 internal_weight=0 71.1169 85.3263 internal_count=3125 935 2190 is_linear=0 shrinkage=0.0204111 Tree=4709 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=5.49855 6.95624 4.86504 threshold=0.076845000000000011 -0.084074999999999997 0.078295000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031097293339101581 0.0005722111805495563 3.5506683871348929e-06 2.8813194969718664e-05 leaf_weight=18.517885999099235 2.5918275930453083 28.477436387067428 111.20075050351443 leaf_count=813 17 780 1507 internal_value=0 -0.000120828 4.17404e-05 internal_weight=0 46.9953 113.793 internal_count=3117 1593 1524 is_linear=0 shrinkage=0.000400217 Tree=4710 num_leaves=4 num_cat=0 split_feature=131 1444 42 split_gain=4.95887 4.07813 3.11086 threshold=0.092255000000000018 -0.084559999999999982 0.09832500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.028798451000304877 -0.020857588238128843 0.00024267629519360767 0.0072916160413651569 leaf_weight=2.0013304470921858 7.2330486456048657 148.23469661778654 2.0420533848227933 leaf_count=29 305 2740 38 internal_value=0 0.000644238 -0.0146471 internal_weight=0 150.236 9.2751 internal_count=3112 2769 343 is_linear=0 shrinkage=0.0204111 Tree=4711 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=4.66982 4.63465 threshold=-0.25833999999999996 0.09389500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043357015056571049 3.866498771140009e-05 -0.00022901062894233068 leaf_weight=3.6029225349338949 150.59264820406679 11.014398151732165 leaf_count=258 2357 491 internal_value=0 2.02755e-05 internal_weight=0 161.607 internal_count=3106 2848 is_linear=0 shrinkage=0.000400217 Tree=4712 num_leaves=4 num_cat=0 split_feature=131 12 401 split_gain=5.03916 5.71747 4.06161 threshold=0.08956500000000002 0.082850000000000021 0.087020000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015808243736374562 0.012703583404105144 -0.022183981246049291 -0.017373927191459904 leaf_weight=141.87353787286702 2.5114933099830505 7.8632729069213383 4.7596364530036217 leaf_count=2454 68 327 224 internal_value=0 -0.013693 0.000952776 internal_weight=0 10.3748 146.633 internal_count=3073 395 2678 is_linear=0 shrinkage=0.0204111 Tree=4713 num_leaves=4 num_cat=0 split_feature=1456 159 3 split_gain=5.12172 4.8663 1.0369 threshold=-1.0000000180025095e-35 -0.52106999999999992 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011968551932302445 0.00098560472554532494 5.7736673870866115e-06 -0.00043360265034880351 leaf_weight=0.55950345168821503 0.70420085138175537 154.65263044954918 4.9912396492582038 leaf_count=6 13 2798 289 internal_value=0 1.09217e-05 -0.000376569 internal_weight=0 155.357 5.55074 internal_count=3106 2811 295 is_linear=0 shrinkage=0.000400217 Tree=4714 num_leaves=3 num_cat=0 split_feature=448 2 split_gain=4.57393 4.64695 threshold=-0.083619999999999986 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023271749511323107 -0.0056408295030632438 0.002595815846618354 leaf_weight=3.2919699726626268 37.298261115211062 120.20477099519485 leaf_count=51 736 2319 internal_value=0 0.000642676 internal_weight=0 157.503 internal_count=3106 3055 is_linear=0 shrinkage=0.0204111 Tree=4715 num_leaves=4 num_cat=0 split_feature=376 483 39 split_gain=4.55938 5.16051 2.05242 threshold=0.048375000000000008 1.0000000180025095e-35 0.084950000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4598946428806639e-06 -1.1081072825566141e-06 -0.0003039192506707894 0.00033686261081274441 leaf_weight=140.1806526793589 4.3133452981710425 9.6842527823173423 8.5328419082798046 leaf_count=2570 36 353 130 internal_value=0 -2.30879e-05 0.000224354 internal_weight=0 149.865 12.8462 internal_count=3089 2923 166 is_linear=0 shrinkage=0.000400217 Tree=4716 num_leaves=4 num_cat=0 split_feature=12 3 1 split_gain=5.66506 6.46287 5.23954 threshold=0.085685000000000025 -0.015559999999999999 0.13084000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0099245364215820326 -0.0071773195889629987 -0.00099898834080730157 0.016788948159894804 leaf_weight=34.216411845343828 50.995973762757785 65.796869287616573 4.0003169002011409 leaf_count=650 1711 641 55 internal_value=0 0.00274507 -0.00540349 internal_weight=0 100.013 54.9963 internal_count=3057 1291 1766 is_linear=0 shrinkage=0.0204111 Tree=4717 num_leaves=4 num_cat=0 split_feature=376 1456 43 split_gain=5.50788 5.1433 2.12079 threshold=0.048375000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.1527039056410138e-06 0.0001460440405718792 -0.00046756259214831143 0.00049925314654046039 leaf_weight=143.17961190105416 9.7861874848604185 3.8651675644214256 3.7484309868887058 leaf_count=2635 141 252 23 internal_value=0 -1.86277e-05 0.000247159 internal_weight=0 147.045 13.5346 internal_count=3051 2887 164 is_linear=0 shrinkage=0.000400217 Tree=4718 num_leaves=4 num_cat=0 split_feature=0 47 3 split_gain=4.51379 7.58656 5.97862 threshold=-0.063819999999999988 0.09252500000000001 0.076840000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040489588199073246 0.0087750002054658317 -0.015600876594531748 -0.0075140413278983248 leaf_weight=94.722278694680426 37.962377429154003 15.888582514540756 12.364060968626289 leaf_count=2237 473 252 131 internal_value=0 -0.00260128 0.00476536 internal_weight=0 110.611 50.3264 internal_count=3093 2489 604 is_linear=0 shrinkage=0.0204111 Tree=4719 num_leaves=4 num_cat=0 split_feature=2 2 11 split_gain=3.97742 7.37985 6.92689 threshold=1.0000000180025095e-35 -0.14169499999999999 0.081005000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021785504293804519 6.4836861717880497e-05 -0.00019870686180704976 -0.00030760800806929801 leaf_weight=8.618976829107849 111.57541460845823 31.039167026407085 8.5048578509013151 leaf_count=85 2173 674 152 internal_value=0 -0.000107816 3.81959e-05 internal_weight=0 39.6581 120.08 internal_count=3084 759 2325 is_linear=0 shrinkage=0.000400217 Tree=4720 num_leaves=4 num_cat=0 split_feature=133 158 15 split_gain=4.2005 4.01321 0.69622 threshold=0.13997000000000001 0.11034000000000001 -0.13763499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9110666586067284e-05 0.00012383233516120496 -0.000409518181547066 -0.00042301767597054932 leaf_weight=162.85933248601214 0.36537479411345009 3.0034022124891626 3.6009616165829348 leaf_count=2649 21 128 304 internal_value=0 4.05353e-05 -0.000370626 internal_weight=0 165.863 3.96634 internal_count=3102 2777 325 is_linear=0 shrinkage=0.000400217 Tree=4721 num_leaves=4 num_cat=0 split_feature=14 1444 0 split_gain=4.40665 4.43144 0.60028 threshold=0.073890000000000011 -0.084559999999999982 -0.10417499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.032525831958080689 -0.025434977654222951 0.001589951527189341 -0.0080123948402774058 leaf_weight=1.8416930774692435 2.5272457324317661 156.20870164666849 1.4016806373838324 leaf_count=23 81 2973 21 internal_value=0 0.0019732 -0.0196136 internal_weight=0 158.05 3.92893 internal_count=3098 2996 102 is_linear=0 shrinkage=0.0204111 Tree=4722 num_leaves=4 num_cat=0 split_feature=2 16 15 split_gain=7.22142 7.57507 6.48912 threshold=0.092120000000000021 -0.15336499999999997 0.15110000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010573739615705136 7.6079874740357149e-05 -0.00019206710522096988 -0.00039409777586020588 leaf_weight=17.763564655440859 77.998492568738584 58.536579941108357 4.8921678941696873 leaf_count=197 1173 1690 67 internal_value=0 -0.000122681 4.7836e-05 internal_weight=0 76.3001 82.8907 internal_count=3127 1887 1240 is_linear=0 shrinkage=0.000400217 Tree=4723 num_leaves=3 num_cat=0 split_feature=1444 43 split_gain=4.12491 4.50895 threshold=-0.084559999999999982 -0.31011999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00056140066738773198 -0.00033468032211143005 7.5895361729427522e-06 leaf_weight=1.9648386010085221 6.3142711279215282 151.54037777608028 leaf_count=28 136 2903 internal_value=0 -6.32896e-06 internal_weight=0 157.855 internal_count=3067 3039 is_linear=0 shrinkage=0.000400217 Tree=4724 num_leaves=4 num_cat=0 split_feature=13 123 41 split_gain=5.82205 5.44846 3.85018 threshold=-0.10462499999999998 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023069766686799873 -6.5853434410236483e-05 0.00019084537957127839 -8.1244861917322112e-05 leaf_weight=24.684592905046884 115.4760195621202 14.848745900439097 8.4488669353304413 leaf_count=223 2553 231 97 internal_value=0 -3.64674e-05 0.000151148 internal_weight=0 130.325 33.1335 internal_count=3104 2784 320 is_linear=0 shrinkage=0.000400217 Tree=4725 num_leaves=4 num_cat=0 split_feature=14 132 48 split_gain=4.64603 4.22612 0.431484 threshold=0.073890000000000011 0.08018500000000002 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042330543007180858 -0.031975814047026423 0.011419875706980873 -0.015302593401100182 leaf_weight=140.33219430766621 1.2484514777315783 16.134827292757109 2.0956038413569322 leaf_count=2711 16 291 91 internal_value=0 0.00156462 -0.0223616 internal_weight=0 156.467 3.34406 internal_count=3109 3002 107 is_linear=0 shrinkage=0.0204111 Tree=4726 num_leaves=3 num_cat=0 split_feature=1365 52 split_gain=4.27024 4.06029 threshold=1.0000000180025095e-35 -0.51586999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020754983930376572 -0.020486496786922999 0.0010909445000035064 leaf_weight=3.5164802400104227 3.9994431687518945 153.14703317535168 leaf_count=232 63 2809 internal_value=0 0.000586116 internal_weight=0 156.664 internal_count=3104 3041 is_linear=0 shrinkage=0.0204111 Tree=4727 num_leaves=4 num_cat=0 split_feature=376 2 43 split_gain=5.65419 4.76041 1.35231 threshold=0.048375000000000008 0.153865 0.0049750000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5644988199616815e-05 0.00017044089132077503 0.00036270908735265128 0.00046495278519197359 leaf_weight=149.37129564573115 10.307819788344203 4.8530645288992664 3.3069119527935973 leaf_count=2840 152 95 11 internal_value=0 -2.28557e-05 0.000245185 internal_weight=0 154.224 13.6147 internal_count=3098 2935 163 is_linear=0 shrinkage=0.000400217 Tree=4728 num_leaves=4 num_cat=0 split_feature=42 4 1365 split_gain=4.95711 8.38922 5.2374 threshold=-1.0000000180025095e-35 -0.14994999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015387255340681109 0.0029123630912069915 -0.014814265338363638 -0.022106932130335676 leaf_weight=4.8215751857496825 132.21247164378292 17.209770527973888 3.4690634581493205 leaf_count=26 2187 790 58 internal_value=0 -0.00816026 0.00225498 internal_weight=0 22.0313 135.682 internal_count=3061 816 2245 is_linear=0 shrinkage=0.0204111 Tree=4729 num_leaves=4 num_cat=0 split_feature=483 128 42 split_gain=5.04079 4.7782 0.788817 threshold=0.096950000000000022 0.085185000000000025 0.09112000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2181490749788764e-05 -0.00050593007141298439 -0.00039551879793507525 -0.0001163301974528743 leaf_weight=149.9163117226999 3.4106388054788104 4.4068048136541611 1.1954332771128973 leaf_count=2673 97 217 77 internal_value=0 9.97566e-06 -0.000409976 internal_weight=0 154.323 4.60607 internal_count=3064 2890 174 is_linear=0 shrinkage=0.000400217 Tree=4730 num_leaves=3 num_cat=0 split_feature=453 16 split_gain=4.62274 5.49845 threshold=1.0000000180025095e-35 -0.15068499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0069846431014275907 -0.017694020146678799 -0.0014866616965544218 leaf_weight=44.728007118799724 5.6303875826997674 110.69447001918161 leaf_count=495 74 2537 internal_value=0 0.000954512 internal_weight=0 155.422 internal_count=3106 3032 is_linear=0 shrinkage=0.0204111 Tree=4731 num_leaves=4 num_cat=0 split_feature=1 15 48 split_gain=6.27158 6.5602 4.07346 threshold=0.094695000000000015 -0.0085199999999999981 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019424921443963086 0.00012648460738198081 2.7637965627440821e-05 -0.00015471079265897035 leaf_weight=37.878289760512416 63.08465915924171 48.648921870422782 9.3939797650091332 leaf_count=914 842 1222 79 internal_value=0 -6.96212e-05 8.98564e-05 internal_weight=0 86.5272 72.4786 internal_count=3057 2136 921 is_linear=0 shrinkage=0.000400217 Tree=4732 num_leaves=4 num_cat=0 split_feature=1213 3 475 split_gain=5.71172 5.04347 2.01495 threshold=-1.0000000180025095e-35 -0.58647999999999989 -0.084944999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035351896559153586 -0.0020862185501819845 4.1728334387040007e-05 -0.00041284479548198431 leaf_weight=0.52081922255456436 0.066677019931374981 155.69156298252346 5.8222759610798667 leaf_count=4 3 2639 460 internal_value=0 3.93194e-05 -0.00034488 internal_weight=0 155.758 6.3431 internal_count=3106 2642 464 is_linear=0 shrinkage=0.000400217 Tree=4733 num_leaves=3 num_cat=0 split_feature=1375 480 split_gain=6.0235 5.26474 threshold=-0.43271999999999994 0.086640000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00059031442546257954 3.9936811639188874e-05 -0.00040072653025272 leaf_weight=2.4547642873367286 155.84231961896876 4.3555415466980767 leaf_count=17 2863 192 internal_value=0 2.76843e-05 internal_weight=0 160.198 internal_count=3072 3055 is_linear=0 shrinkage=0.000400217 Tree=4734 num_leaves=4 num_cat=0 split_feature=376 457 42 split_gain=4.03003 4.51576 3.28215 threshold=0.048375000000000008 0.081330000000000013 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024289942073939491 -0.0069712338407846731 0.0073511385066030192 0.017069296853913511 leaf_weight=120.85719232456904 3.0718308752402654 23.376673805352766 9.4724578510504198 leaf_count=2676 18 216 147 internal_value=0 -0.000839409 0.0111727 internal_weight=0 144.234 12.5443 internal_count=3057 2892 165 is_linear=0 shrinkage=0.0204111 Tree=4735 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=4.61262 7.07149 4.75041 threshold=0.0047850000000000011 -0.24921999999999997 0.086230000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01177065060997858 -0.0085695806037125576 -0.0044405027576206249 0.011697906020667519 leaf_weight=12.282853133743627 6.3518750040966578 117.58097888132761 18.993366213631816 leaf_count=129 69 2602 278 internal_value=0 -0.00289839 0.00660324 internal_weight=0 129.864 25.3452 internal_count=3078 2731 347 is_linear=0 shrinkage=0.0204111 Tree=4736 num_leaves=3 num_cat=0 split_feature=1373 133 split_gain=4.18915 4.30106 threshold=0.099250000000000019 0.098810000000000023 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001250763256739579 -0.027125856381303874 -0.013331203514362797 leaf_weight=149.39358991254267 2.2204674088279708 8.8185591299406934 leaf_count=2553 24 485 internal_value=0 0.000429128 internal_weight=0 158.212 internal_count=3062 3038 is_linear=0 shrinkage=0.0204111 Tree=4737 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=4.50667 4.11518 threshold=-1.0000000180025095e-35 0.18595000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042978967267329773 -2.5502728958769538e-05 0.00024370938805334943 leaf_weight=3.7264084842754519 148.97153573963442 9.5738071945961547 leaf_count=96 2887 131 internal_value=0 -9.08576e-06 internal_weight=0 158.545 internal_count=3114 3018 is_linear=0 shrinkage=0.000400217 Tree=4738 num_leaves=4 num_cat=0 split_feature=15 148 49 split_gain=5.64534 6.45646 5.94097 threshold=0.076335000000000014 -0.084284999999999985 -0.14755499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046993488975311144 0.00012965964869964293 5.5337833611797892e-05 -0.00030213451655590511 leaf_weight=3.7424488333053878 7.2986953004729029 136.73727342330676 16.462602751533268 leaf_count=64 63 1880 1096 internal_value=0 4.09812e-05 -0.000169515 internal_weight=0 140.48 23.7613 internal_count=3103 1944 1159 is_linear=0 shrinkage=0.000400217 Tree=4739 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=4.47337 5.90554 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020739710580961579 0.036640277782566226 0.00092379172095962802 leaf_weight=3.7953716700721989 1.841349271358921 153.68935774625425 leaf_count=279 25 2750 internal_value=0 0.0013727 internal_weight=0 155.531 internal_count=3054 2775 is_linear=0 shrinkage=0.0204111 Tree=4740 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=4.68233 7.88276 4.0079 threshold=0.090515000000000012 -0.078079999999999997 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.6061442058384177e-05 -0.00023155260662778297 -0.00019384441191165006 7.9668386153406286e-05 leaf_weight=29.237806717836065 7.1109863262390709 42.279439153717249 80.83332431333838 leaf_count=765 133 1178 980 internal_value=0 -8.35546e-05 5.42413e-05 internal_weight=0 71.5172 87.9443 internal_count=3056 1943 1113 is_linear=0 shrinkage=0.000400217 Tree=4741 num_leaves=3 num_cat=0 split_feature=46 48 split_gain=4.70193 5.03144 threshold=0.086210000000000009 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013396015237754945 -0.021937023155188091 -0.015421102544519833 leaf_weight=146.3253927360347 3.8850794099271289 7.7505043343990101 leaf_count=2950 46 82 internal_value=0 0.000485899 internal_weight=0 154.076 internal_count=3078 3032 is_linear=0 shrinkage=0.0204111 Tree=4742 num_leaves=4 num_cat=0 split_feature=1 0 483 split_gain=6.94543 8.63527 5.51467 threshold=0.077800000000000022 -0.074179999999999982 0.096950000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017358248753038357 0.0019646405271266619 3.1508281984134072e-05 -0.023767667193649169 leaf_weight=22.607526829415292 103.8852843484492 24.972426352207549 3.4777331358054644 leaf_count=1239 1411 357 81 internal_value=0 -0.00825256 0.00110722 internal_weight=0 47.58 107.363 internal_count=3088 1596 1492 is_linear=0 shrinkage=0.0204111 Tree=4743 num_leaves=4 num_cat=0 split_feature=403 1456 15 split_gain=5.09042 4.36897 1.32384 threshold=-0.088654999999999984 -1.0000000180025095e-35 -0.23118499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01556956959041907 -0.018142384887198753 0.00042132760538014921 -0.022514926686269865 leaf_weight=0.33277391269803036 5.3646408653949029 148.3920979728864 5.2065460462472393 leaf_count=8 302 2431 389 internal_value=0 -0.000239099 -0.0199639 internal_weight=0 153.757 5.53932 internal_count=3130 2733 397 is_linear=0 shrinkage=0.0204111 Tree=4744 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=5.45007 5.64956 5.30308 threshold=-0.048794999999999991 -0.0064899999999999992 -0.092109999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00082419382949285068 -0.015929760894472199 -0.0010782924503593308 0.011485816624831028 leaf_weight=30.974789322062861 12.01910642821167 88.841880077008682 27.40916092126281 leaf_count=620 253 1879 314 internal_value=0 -0.00286377 0.00496584 internal_weight=0 100.861 58.384 internal_count=3066 2132 934 is_linear=0 shrinkage=0.0204111 Tree=4745 num_leaves=4 num_cat=0 split_feature=156 12 12 split_gain=4.07504 5.31904 2.8591 threshold=0.090040000000000023 0.11619500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016642231066926862 0.017755435022342995 -0.017106745628309258 -0.014931578061507755 leaf_weight=140.61365430397564 1.1495465119369317 6.4716475901950608 10.618581122835165 leaf_count=2679 37 138 265 internal_value=0 0.00082593 -0.0116014 internal_weight=0 147.085 11.7681 internal_count=3119 2817 302 is_linear=0 shrinkage=0.0204111 Tree=4746 num_leaves=4 num_cat=0 split_feature=16 48 3 split_gain=4.20186 10.9947 6.55578 threshold=-0.15068499999999999 0.11978500000000002 0.28833000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017387742879031412 -5.2486232107537182e-05 -0.00047518986147576642 0.00041188194709709889 leaf_weight=42.38748258369742 109.33341899733205 4.5281784809194496 4.9849422334227702 leaf_count=476 2523 40 76 internal_value=0 0.000110249 -3.18539e-05 internal_weight=0 46.9157 114.318 internal_count=3115 516 2599 is_linear=0 shrinkage=0.000400217 Tree=4747 num_leaves=4 num_cat=0 split_feature=43 13 38 split_gain=4.76786 5.36843 4.28377 threshold=-0.19537999999999997 0.26379000000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003781271640573979 5.733514569764283e-06 -0.00011458872685836512 -0.00033814177435346977 leaf_weight=10.918605514336379 139.98024748403986 5.1537489984766571 5.9413448612904167 leaf_count=125 2818 73 62 internal_value=0 0.000220434 -8.51624e-06 internal_weight=0 16.0724 145.922 internal_count=3078 198 2880 is_linear=0 shrinkage=0.000400217 Tree=4748 num_leaves=4 num_cat=0 split_feature=4 480 1 split_gain=4.38155 4.30212 0.153941 threshold=0.51074000000000008 0.08456000000000001 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013418270567440778 0.010043565358360927 -0.019076177648105225 0.021613609849030175 leaf_weight=155.16828341797373 0.87485673371702333 4.309827391167345 4.1818425548262894 leaf_count=2705 8 215 144 internal_value=0 0.000777043 0.0198728 internal_weight=0 159.478 5.0567 internal_count=3072 2920 152 is_linear=0 shrinkage=0.0204111 Tree=4749 num_leaves=3 num_cat=0 split_feature=1444 14 split_gain=4.27011 3.62462 threshold=-0.084559999999999982 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.029959567342126223 0.00064853105384504717 -0.021136717745338641 leaf_weight=1.9224255283479568 153.1496656358795 3.1372760466183527 leaf_count=30 3010 92 internal_value=0 0.000196399 internal_weight=0 156.287 internal_count=3132 3102 is_linear=0 shrinkage=0.0204111 Tree=4750 num_leaves=3 num_cat=0 split_feature=401 484 split_gain=3.58285 3.6903 threshold=0.10711000000000001 -0.0048899999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00018302924641167654 -0.00042585001554973709 5.3184503713111956e-05 leaf_weight=11.276228649112452 2.6144495166954576 152.27392919891281 leaf_count=458 133 2510 internal_value=0 3.67843e-05 internal_weight=0 163.55 internal_count=3101 2968 is_linear=0 shrinkage=0.000400217 Tree=4751 num_leaves=4 num_cat=0 split_feature=133 156 1 split_gain=3.9733 4.15725 0.408313 threshold=0.13997000000000001 0.11896500000000002 0.11769500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9512210819835537e-05 -0.00042535103273391001 -0.00048209489734410535 -2.104846282110743e-05 leaf_weight=159.05994684092002 3.3171290393365775 2.3741082683554842 0.46655352832749475 leaf_count=2689 304 97 17 internal_value=0 3.15124e-05 -0.000377536 internal_weight=0 161.434 3.78368 internal_count=3107 2786 321 is_linear=0 shrinkage=0.000400217 Tree=4752 num_leaves=4 num_cat=0 split_feature=158 43 15 split_gain=6.05023 4.50874 3.38118 threshold=0.084710000000000021 0.25035000000000007 -0.24511999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013186329624724849 0.017142928448351642 -0.022728319979713262 -0.018745088956198839 leaf_weight=144.26676087119267 1.1412937204586331 3.211304990691132 9.8122041104652435 leaf_count=2624 57 169 284 internal_value=0 0.00077817 -0.0148701 internal_weight=0 147.478 10.9535 internal_count=3134 2793 341 is_linear=0 shrinkage=0.0204111 Tree=4753 num_leaves=4 num_cat=0 split_feature=1456 2 147 split_gain=4.13184 4.76133 1.38853 threshold=-1.0000000180025095e-35 -0.58149499999999998 0.085765000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020943267897286982 -0.10272927433986224 0.0011726803818247272 0.0082729034047322233 leaf_weight=4.6769959843368261 0.072003331035374596 156.59883029712364 0.72784563992172469 leaf_count=277 2 2842 12 internal_value=0 0.0010516 -0.0169208 internal_weight=0 156.671 5.40484 internal_count=3133 2844 289 is_linear=0 shrinkage=0.0204111 Tree=4754 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=4.45423 4.50267 threshold=-0.40187499999999993 -0.26577499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022202864192880454 -0.022579205822495185 0.0019049747101181429 leaf_weight=3.2852445782336863 3.0813971125171511 156.51811557060137 leaf_count=248 182 2690 internal_value=0 0.00141676 internal_weight=0 159.6 internal_count=3120 2872 is_linear=0 shrinkage=0.0204111 Tree=4755 num_leaves=4 num_cat=0 split_feature=484 1213 1 split_gain=4.68422 4.7943 2.79389 threshold=-0.0048899999999999994 -1.0000000180025095e-35 0.10495000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044822009806715958 -0.00029584383728072566 4.2118581289943743e-05 -4.9177043043666044e-05 leaf_weight=5.2950601643096871 6.936745794300804 145.83361901409808 5.9169474219670519 leaf_count=413 452 2191 72 internal_value=0 2.65675e-05 -0.0002402 internal_weight=0 152.77 11.212 internal_count=3128 2643 485 is_linear=0 shrinkage=0.000400217 Tree=4756 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=5.80607 8.38192 threshold=0.27266500000000005 -0.19537999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01795238649658186 -0.023199368161777763 -0.00050872156504857288 leaf_weight=10.957610576064324 4.1858211954822755 137.67344059768948 leaf_count=160 55 2870 internal_value=0 0.000864786 internal_weight=0 148.631 internal_count=3085 3030 is_linear=0 shrinkage=0.0204111 Tree=4757 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=5.09428 11.5422 5.35992 threshold=0.0019650000000000002 -0.0022599999999999994 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1744562065786401e-05 9.7054483172845561e-05 -0.00046895459017235272 -0.00034397837877711784 leaf_weight=78.15913214214379 67.668948983962764 10.373959404474588 4.6123037519864729 leaf_count=2011 904 137 43 internal_value=0 -7.4673e-05 6.84235e-05 internal_weight=0 88.5331 72.2813 internal_count=3095 2148 947 is_linear=0 shrinkage=0.000400217 Tree=4758 num_leaves=3 num_cat=0 split_feature=52 2 split_gain=4.65368 5.7962 threshold=-0.42985499999999993 -0.58149499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040879806541923848 -0.0023913102386351353 2.5834656973545387e-05 leaf_weight=3.9780547867703708 0.047101382166146233 161.60560595274728 leaf_count=272 1 2796 internal_value=0 2.34757e-05 internal_weight=0 161.653 internal_count=3069 2797 is_linear=0 shrinkage=0.000400217 Tree=4759 num_leaves=4 num_cat=0 split_feature=42 156 52 split_gain=6.6132 5.82307 4.70322 threshold=-1.0000000180025095e-35 0.083785000000000012 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031120399339233125 -0.0004096590809962461 0.00020307094552892828 4.2046994940685731e-05 leaf_weight=17.308058964452361 3.6845320545544373 4.3383443278726181 134.81947582095745 leaf_count=780 238 71 2059 internal_value=0 -0.000207619 2.97094e-05 internal_weight=0 21.6464 138.504 internal_count=3148 851 2297 is_linear=0 shrinkage=0.000400217 Tree=4760 num_leaves=4 num_cat=0 split_feature=3 39 39 split_gain=5.34328 5.90254 4.38662 threshold=0.17769000000000004 0.15608500000000003 -0.042029999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015038319042059505 -0.0064113293534176913 0.028383386765283933 0.02127126801871727 leaf_weight=145.0032331269249 3.2744952903594813 2.6943466966040424 8.2564841136336309 leaf_count=2919 29 24 126 internal_value=0 -0.000937532 0.0134241 internal_weight=0 147.698 11.531 internal_count=3098 2943 155 is_linear=0 shrinkage=0.0204111 Tree=4761 num_leaves=4 num_cat=0 split_feature=3 133 0 split_gain=4.85859 5.44653 4.41905 threshold=0.17769000000000004 0.095090000000000022 -0.14092499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3921974216587158e-07 -0.00019720941059268019 -0.00031896089427832242 0.00038755606118958671 leaf_weight=137.43629419962963 2.6262851883657268 8.9764943586342252 8.7247458730125782 leaf_count=2447 33 513 117 internal_value=0 -1.89024e-05 0.000251654 internal_weight=0 146.413 11.351 internal_count=3110 2960 150 is_linear=0 shrinkage=0.000400217 Tree=4762 num_leaves=4 num_cat=0 split_feature=376 133 43 split_gain=4.54252 4.60903 1.09842 threshold=0.048375000000000008 0.099280000000000021 0.0049750000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012071744530751181 0.0092316403544092564 -0.015558961069347007 0.022835609105468183 leaf_weight=144.98865566899622 9.8386515273014066 7.0564336912648278 3.3562491443008176 leaf_count=2493 162 454 12 internal_value=0 0.000418179 0.012855 internal_weight=0 152.045 13.1949 internal_count=3121 2947 174 is_linear=0 shrinkage=0.0204111 Tree=4763 num_leaves=4 num_cat=0 split_feature=2 1443 12 split_gain=5.18683 6.29491 4.33786 threshold=0.096585000000000018 0.088930000000000023 0.10052500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0047634517022644967 0.0055325059506678908 0.032534399620804989 -0.010039572057644221 leaf_weight=81.291464195724984 61.194735359720653 1.8191964115831059 8.3800605667347536 leaf_count=2039 753 34 244 internal_value=0 -0.00390437 0.00364378 internal_weight=0 83.1107 69.5748 internal_count=3070 2073 997 is_linear=0 shrinkage=0.0204111 Tree=4764 num_leaves=4 num_cat=0 split_feature=9 8 38 split_gain=3.89426 4.46408 4.42823 threshold=0.084755000000000011 1.0000000180025095e-35 0.10386000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00165874721217437 -0.024040786638710603 0.0037903058858505 -0.020673469812439539 leaf_weight=144.77450340603536 5.5220733969472331 4.1374800126068294 3.6843553921789853 leaf_count=2979 47 57 35 internal_value=0 -0.012213 0.00108936 internal_weight=0 9.65955 148.459 internal_count=3118 104 3014 is_linear=0 shrinkage=0.0204111 Tree=4765 num_leaves=3 num_cat=0 split_feature=151 482 split_gain=5.10628 4.35557 threshold=-0.29526499999999994 0.10022500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044321756413638982 4.2405780167270262e-05 -0.00046298901482504773 leaf_weight=3.5760946499649426 151.42333510156459 2.6700111115642349 leaf_count=70 2907 107 internal_value=0 3.33189e-05 internal_weight=0 154.093 internal_count=3084 3014 is_linear=0 shrinkage=0.000400217 Tree=4766 num_leaves=4 num_cat=0 split_feature=1456 147 3 split_gain=4.31585 3.7961 0.987497 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013921282702139635 -0.00048062653953069161 2.8463385118596452e-05 -0.00040534465145100835 leaf_weight=0.54566308856010426 2.2703241972485548 154.981511688311 4.6439686084704581 leaf_count=5 31 2757 288 internal_value=0 2.07766e-05 -0.000346356 internal_weight=0 157.252 5.18963 internal_count=3081 2788 293 is_linear=0 shrinkage=0.000400217 Tree=4767 num_leaves=3 num_cat=0 split_feature=10 10 split_gain=4.01875 5.19253 threshold=0.08302000000000001 0.0033400000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011691297935324729 0.019689027803956601 -0.031097360835021307 leaf_weight=154.92005342400807 4.6926558641716829 1.9941382978577156 leaf_count=3005 75 19 internal_value=0 0.000737191 internal_weight=0 156.914 internal_count=3099 3024 is_linear=0 shrinkage=0.0204111 Tree=4768 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=4.33841 11.718 10.8768 threshold=-0.10726999999999999 -0.075359999999999996 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012346075543020105 -0.00023485893372451807 5.6161070386695685e-05 -0.00046867870291967823 leaf_weight=65.183385749347508 35.270987706295273 59.223069327505073 5.2683271761052302 leaf_count=528 1567 976 38 internal_value=0 -5.26149e-05 7.85076e-05 internal_weight=0 94.4941 70.4517 internal_count=3109 2543 566 is_linear=0 shrinkage=0.000400217 Tree=4769 num_leaves=3 num_cat=0 split_feature=48 4 split_gain=3.85361 5.76245 threshold=0.13582000000000002 0.0064450000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0017940136074627256 -0.01317861277081247 0.006341265963651737 leaf_weight=88.706225867754256 7.6954676127643316 61.215076947642956 leaf_count=2199 75 812 internal_value=0 0.00152999 internal_weight=0 149.921 internal_count=3086 3011 is_linear=0 shrinkage=0.0204111 Tree=4770 num_leaves=3 num_cat=0 split_feature=156 51 split_gain=3.93257 4.01617 threshold=-1.0000000180025095e-35 -0.40548499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021575027571576557 -0.021815065948380025 0.002301591528782712 leaf_weight=2.9296323588496298 2.8196972682781043 155.54160214519652 leaf_count=161 108 2791 internal_value=0 0.00185707 internal_weight=0 158.361 internal_count=3060 2899 is_linear=0 shrinkage=0.0204111 Tree=4771 num_leaves=3 num_cat=0 split_feature=42 1213 split_gain=4.33608 4.53819 threshold=-0.24552499999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028978199541814912 -0.015911058699679383 0.0011283698473648792 leaf_weight=2.0112431696616104 6.6959396835736689 149.6639453066673 leaf_count=20 475 2624 internal_value=0 0.000387812 internal_weight=0 156.36 internal_count=3119 3099 is_linear=0 shrinkage=0.0204111 Tree=4772 num_leaves=4 num_cat=0 split_feature=15 1 151 split_gain=5.53905 6.43986 5.00161 threshold=0.082805000000000004 0.11026000000000001 -0.29526499999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040259362435666877 -0.00035655138149569705 0.00015236138352813487 3.4566986605917664e-05 leaf_weight=4.2152361659682347 13.52803206779936 5.5506232082843772 134.30452817586774 leaf_count=75 1060 50 1925 internal_value=0 -0.000208466 2.09495e-05 internal_weight=0 19.0787 138.52 internal_count=3110 1110 2000 is_linear=0 shrinkage=0.000400217 Tree=4773 num_leaves=4 num_cat=0 split_feature=15 1 1 split_gain=5.09077 5.21117 4.06957 threshold=0.10097000000000002 0.12856000000000004 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1335867434715642e-05 -0.00050100326006147352 0.00024258854542381033 5.4855693610713724e-06 leaf_weight=137.85543771723314 5.661150499203357 14.1742929846514 4.5343116158619523 leaf_count=2607 279 239 46 internal_value=0 1.24996e-05 -0.000278136 internal_weight=0 152.03 10.1955 internal_count=3171 2846 325 is_linear=0 shrinkage=0.000400217 Tree=4774 num_leaves=4 num_cat=0 split_feature=4 0 13 split_gain=5.80088 5.53626 1.66651 threshold=-0.49367499999999992 0.049460000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0065237584836156408 -0.0010693811367529595 0.012095991046403541 -0.02588149339287207 leaf_weight=3.3015632699243724 137.59218377260549 14.618643633672034 4.4159936096984884 leaf_count=39 2839 113 114 internal_value=0 0.00020301 -0.017812 internal_weight=0 152.211 7.71756 internal_count=3105 2952 153 is_linear=0 shrinkage=0.0204111 Tree=4775 num_leaves=4 num_cat=0 split_feature=484 150 15 split_gain=4.5098 6.14133 5.31395 threshold=-1.0000000180025095e-35 0.094545000000000018 -0.24269999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036542684811763788 0.00029317961423417017 0.00030956036420245179 3.6182328742067785e-06 leaf_weight=10.019234196937758 10.85138786875177 2.6513578826561561 137.11787920287316 leaf_count=487 221 20 2348 internal_value=0 -0.000222709 2.5059e-05 internal_weight=0 12.6706 147.969 internal_count=3076 507 2569 is_linear=0 shrinkage=0.000400217 Tree=4776 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=5.34847 4.71377 4.24575 threshold=0.17769000000000004 0.15608500000000003 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1603689715610315e-05 1.8979347769734775e-05 0.00049281874352269525 0.00052944613360921932 leaf_weight=146.07594090007478 5.0333522105356678 2.7980073094367972 5.3276625627186132 leaf_count=2926 74 27 73 internal_value=0 -1.15723e-05 0.000284317 internal_weight=0 148.874 10.361 internal_count=3100 2953 147 is_linear=0 shrinkage=0.000400217 Tree=4777 num_leaves=4 num_cat=0 split_feature=133 1373 1 split_gain=4.27427 4.07198 4.0097 threshold=0.10681500000000001 0.09586500000000002 0.109225 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018248486045323092 -0.025775646735700326 -0.024347309594652818 0.012509065234663721 leaf_weight=156.18109515751712 4.3878525025575064 2.4048602487309827 1.4498613246250895 leaf_count=2648 410 26 37 internal_value=0 0.00141107 -0.0162107 internal_weight=0 158.586 5.83771 internal_count=3121 2674 447 is_linear=0 shrinkage=0.0204111 Tree=4778 num_leaves=3 num_cat=0 split_feature=33 1456 split_gain=3.81838 3.9277 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018316697091601875 -0.016866822275353344 0.0010117590404658159 leaf_weight=4.5696181389503172 5.1901380568087907 148.35918222057808 leaf_count=47 286 2734 internal_value=0 0.000395593 internal_weight=0 153.549 internal_count=3067 3020 is_linear=0 shrinkage=0.0204111 Tree=4779 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=4.36235 6.57906 4.4533 threshold=-0.10462499999999998 0.0047850000000000011 -0.14239499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001189318735120158 -6.6014726607547522e-05 0.000175372233854667 0.00023074415583003964 leaf_weight=7.6892368096159798 102.73970642536733 21.833667697705096 23.318444697128143 leaf_count=90 2446 326 226 internal_value=0 -2.35879e-05 0.000143916 internal_weight=0 124.573 31.0077 internal_count=3088 2772 316 is_linear=0 shrinkage=0.000400217 Tree=4780 num_leaves=4 num_cat=0 split_feature=51 51 40 split_gain=4.24905 6.45336 5.26159 threshold=-0.10998999999999999 -0.09021499999999999 0.0045850000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018637489038477766 0.017235619600974288 -0.0005918944856712384 0.015347001864363614 leaf_weight=9.6712920287391153 8.9004060921724868 137.76839902732172 2.2645435482263556 leaf_count=294 87 2708 15 internal_value=0 0.000502268 -0.012107 internal_weight=0 146.669 11.9358 internal_count=3104 2795 309 is_linear=0 shrinkage=0.0204111 Tree=4781 num_leaves=4 num_cat=0 split_feature=401 31 15 split_gain=4.21328 3.86795 0.538887 threshold=0.087020000000000014 -1.0000000180025095e-35 -0.12367499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022079921021950985 0.000301316041420614 -0.00082762427076316298 -0.022631897254179252 leaf_weight=3.0257492049131534 0.47331332904286672 143.99688429517846 3.9814125439734189 leaf_count=81 26 2751 212 internal_value=0 -0.00033974 -0.0202476 internal_weight=0 147.023 4.45473 internal_count=3070 2832 238 is_linear=0 shrinkage=0.0204111 Tree=4782 num_leaves=4 num_cat=0 split_feature=39 133 38 split_gain=5.69954 6.1303 4.31343 threshold=0.0047850000000000011 0.086935000000000012 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.646517391001323e-06 0.00025263355661185762 -0.00033897761419364252 -0.00015561072142246748 leaf_weight=116.5747081506197 20.580288961878981 9.7043763901310722 5.1027781665325156 leaf_count=2011 309 715 55 internal_value=0 -3.5233e-05 0.000171199 internal_weight=0 126.279 25.6831 internal_count=3090 2726 364 is_linear=0 shrinkage=0.000400217 Tree=4783 num_leaves=4 num_cat=0 split_feature=4 11 150 split_gain=5.76336 5.27018 3.99802 threshold=0.27150500000000005 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.9360221296641244e-06 -0.00023638767802786371 -0.00035215209097348753 0.00024561900275781257 leaf_weight=124.83332079217507 3.0774714592844274 7.4910060673719263 21.095224269200116 leaf_count=2537 23 185 324 internal_value=0 -2.86471e-05 0.000183447 internal_weight=0 132.324 24.1727 internal_count=3069 2722 347 is_linear=0 shrinkage=0.000400217 Tree=4784 num_leaves=4 num_cat=0 split_feature=484 1212 147 split_gain=4.2666 4.04103 3.93486 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002726573015244727 -0.00041742473941232429 4.535743324888278e-05 0.0004445649664150921 leaf_weight=11.92377614144061 2.9748981768498188 145.82593049771822 1.2629101872444142 leaf_count=491 217 2352 3 internal_value=0 3.57984e-05 -0.000200803 internal_weight=0 148.801 13.1867 internal_count=3063 2569 494 is_linear=0 shrinkage=0.000400217 Tree=4785 num_leaves=4 num_cat=0 split_feature=16 39 147 split_gain=5.57065 5.3872 0.411738 threshold=-0.54213499999999992 0.0047850000000000011 0.08486500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011198828954222141 -0.0026963703037654525 0.0077658786009342706 0.02162229663634057 leaf_weight=3.3301865227986118 122.42035704624141 24.5143789104186 4.0157544552348554 leaf_count=45 2634 346 46 internal_value=0 -0.00094628 0.017136 internal_weight=0 146.935 7.34594 internal_count=3071 2980 91 is_linear=0 shrinkage=0.0204111 Tree=4786 num_leaves=4 num_cat=0 split_feature=160 159 52 split_gain=4.02211 4.2334 0.0981047 threshold=-0.40187499999999993 -0.46979999999999994 0.27828000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0093347749142002976 0.031664916281837457 0.00043260173385145201 -0.022376162037761649 leaf_weight=0.50800157818593961 1.7176217944361258 154.07225517091138 3.0387317660424742 leaf_count=72 26 2823 184 internal_value=0 0.00079944 -0.0208511 internal_weight=0 155.79 3.54673 internal_count=3105 2849 256 is_linear=0 shrinkage=0.0204111 Tree=4787 num_leaves=4 num_cat=0 split_feature=1 454 38 split_gain=5.20293 6.93223 3.73233 threshold=0.10100500000000003 1.0000000180025095e-35 0.10657000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.8237066542392721e-05 0.00012557971852846983 0.00042483711202539895 -0.00031014854084180304 leaf_weight=94.726010892547492 59.371578292688355 4.6872065067291251 3.219709735363721 leaf_count=2267 771 18 27 internal_value=0 -4.45375e-05 0.000102652 internal_weight=0 99.4132 62.5913 internal_count=3083 2285 798 is_linear=0 shrinkage=0.000400217 Tree=4788 num_leaves=3 num_cat=0 split_feature=1444 484 split_gain=4.99876 4.45904 threshold=-0.084559999999999982 -0.083139999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.032900127255197122 -0.018489089355503849 0.00041591884905974448 leaf_weight=1.8086152528412629 5.2693988932223865 152.28399616396928 leaf_count=30 261 2793 internal_value=0 -0.000229043 internal_weight=0 157.553 internal_count=3084 3054 is_linear=0 shrinkage=0.0204111 Tree=4789 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=5.02072 5.14801 threshold=0.12641000000000005 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.4508215792955039e-05 -0.00055911869669215562 0.00040767941829096316 leaf_weight=153.06462380635639 2.2541360668838015 5.4152932278811923 leaf_count=2948 17 120 internal_value=0 2.82213e-05 internal_weight=0 158.48 internal_count=3085 3068 is_linear=0 shrinkage=0.000400217 Tree=4790 num_leaves=3 num_cat=0 split_feature=1374 1 split_gain=5.83084 5.1338 threshold=-0.094679999999999986 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042481323133994803 1.0754172521180615e-05 0.00031163531593024246 leaf_weight=4.5468499534763387 144.85712325503118 9.5796728280838561 leaf_count=55 2900 170 internal_value=0 2.963e-05 internal_weight=0 154.437 internal_count=3125 3070 is_linear=0 shrinkage=0.000400217 Tree=4791 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=4.61342 6.35996 6.17122 threshold=-0.092109999999999984 -0.048794999999999991 0.097005000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035217598530397202 0.00018805281209543581 -2.2908667620049926e-05 2.952564323163225e-05 leaf_weight=13.191696281894112 29.224076069251169 104.08296422208514 13.812418396060819 leaf_count=337 322 2156 281 internal_value=0 2.34581e-05 -0.000157622 internal_weight=0 133.307 27.0041 internal_count=3096 2478 618 is_linear=0 shrinkage=0.000400217 Tree=4792 num_leaves=3 num_cat=0 split_feature=3 14 split_gain=5.65993 4.2864 threshold=0.30991000000000007 0.077685000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.0112540978463869e-06 0.00040926736895678802 -0.00044704554791535737 leaf_weight=156.18044986604946 5.473021338810212 3.2602657418465233 leaf_count=2888 123 97 internal_value=0 -6.21433e-07 internal_weight=0 159.441 internal_count=3108 2985 is_linear=0 shrinkage=0.000400217 Tree=4793 num_leaves=4 num_cat=0 split_feature=376 4 43 split_gain=4.96207 4.15961 1.67385 threshold=0.048375000000000008 0.0019650000000000002 -0.081174999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0038273578904788976 0.0039732061477392722 0.0030854284945721678 0.020285459472945508 leaf_weight=81.625963849844993 4.5740706619108096 65.07675131779979 6.2398072851356101 leaf_count=2061 71 893 85 internal_value=0 -0.000760858 0.0134971 internal_weight=0 146.703 10.8139 internal_count=3110 2954 156 is_linear=0 shrinkage=0.0204111 Tree=4794 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=3.78826 9.27957 4.15287 threshold=0.09450500000000002 -0.083954999999999988 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.005322350085404862 -0.02105369541781137 -0.0091953904251192986 0.0030816186212892036 leaf_weight=27.007937883288832 3.0014922819100311 56.666273310089309 64.761137798428535 leaf_count=483 124 1663 798 internal_value=0 -0.00450858 0.0019796 internal_weight=0 83.6742 67.7626 internal_count=3068 2146 922 is_linear=0 shrinkage=0.0204111 Tree=4795 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=4.92929 4.28474 threshold=-0.43271999999999994 0.081330000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.032031075400653801 -0.0011326546859813057 0.0082623313643955618 leaf_weight=1.8768101108726103 131.84150374586898 23.772777676465921 leaf_count=12 2856 250 internal_value=0 0.000307501 internal_weight=0 155.614 internal_count=3118 3106 is_linear=0 shrinkage=0.0204111 Tree=4796 num_leaves=4 num_cat=0 split_feature=13 0 12 split_gain=4.33883 5.44565 4.00789 threshold=-0.24426999999999996 -0.13338499999999998 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.8150711378935333e-05 8.8303753469632347e-05 -7.5354008543187815e-05 0.00035999373670257901 leaf_weight=4.744650784530676 48.997294899250846 96.579096930960077 9.4524133589584363 leaf_count=64 368 2546 93 internal_value=0 -2.02455e-05 0.000210706 internal_weight=0 145.576 14.1971 internal_count=3071 2914 157 is_linear=0 shrinkage=0.000400217 Tree=4797 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=4.72144 7.76 5.64479 threshold=0.099610000000000018 0.12212000000000002 0.11945000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00087183332782330488 -0.016257049656713561 0.012454300003037693 0.014656968636046165 leaf_weight=124.70720556925517 14.253383777810088 5.3008406735025337 13.629061443614772 leaf_count=2555 380 68 112 internal_value=0 -0.00844726 0.00224072 internal_weight=0 19.5542 138.336 internal_count=3115 448 2667 is_linear=0 shrinkage=0.0204111 Tree=4798 num_leaves=3 num_cat=0 split_feature=151 1429 split_gain=4.25571 4.19211 threshold=-0.52342999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026673366792890386 -0.022827260307013618 0.0012590018534625971 leaf_weight=2.2745736205833955 2.9585126108286195 154.08234848463326 leaf_count=48 145 2858 internal_value=0 0.000789297 internal_weight=0 157.041 internal_count=3051 3003 is_linear=0 shrinkage=0.0204111 Tree=4799 num_leaves=4 num_cat=0 split_feature=14 1456 48 split_gain=5.45357 4.29227 1.54016 threshold=0.073890000000000011 1.0000000180025095e-35 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018947085008580364 -0.04036608052341361 -0.01747891026488874 -0.012773470286612602 leaf_weight=148.74205061618704 1.3037469839327971 4.8103668848052612 2.5076335201738393 leaf_count=2691 17 253 95 internal_value=0 0.00127549 -0.0230946 internal_weight=0 153.552 3.81138 internal_count=3056 2944 112 is_linear=0 shrinkage=0.0204111 Tree=4800 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=5.06429 10.3079 7.32883 threshold=0.081320000000000017 -0.088204999999999992 -0.23098999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019056011353226768 -0.01672194119626038 0.0062419726088334977 0.00041918886064853684 leaf_weight=9.4235319832805526 19.29855638218578 13.949159569921902 112.61866465484491 leaf_count=61 231 194 2574 internal_value=0 -0.00709876 0.00187439 internal_weight=0 33.2477 122.042 internal_count=3060 425 2635 is_linear=0 shrinkage=0.0204111 Tree=4801 num_leaves=4 num_cat=0 split_feature=1 0 1186 split_gain=4.28522 8.34433 5.05275 threshold=1.0000000180025095e-35 -0.083574999999999997 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015828326731480265 0.0015803763738215454 0.0018514717718638126 0.022737834038623689 leaf_weight=17.74141459033126 104.86893665132811 29.442421638850647 4.812866687308996 leaf_count=824 1482 757 31 internal_value=0 -0.00481798 0.00253101 internal_weight=0 47.1838 109.682 internal_count=3094 1581 1513 is_linear=0 shrinkage=0.0204111 Tree=4802 num_leaves=4 num_cat=0 split_feature=133 3 15 split_gain=4.00661 4.73885 0.566835 threshold=-0.25351499999999993 0.17769000000000004 -0.24211499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.1454064729788392e-05 -5.9052022691781516e-09 0.00026828494173441753 -0.00048522954443551669 leaf_weight=0.47548650018870864 151.39646186134632 11.222682081279343 2.8239944367742273 leaf_count=6 2817 145 175 internal_value=0 1.86813e-05 -0.000419571 internal_weight=0 162.619 3.29948 internal_count=3143 2962 181 is_linear=0 shrinkage=0.000400217 Tree=4803 num_leaves=4 num_cat=0 split_feature=2 0 13 split_gain=4.8186 5.81751 3.91128 threshold=0.097925000000000012 -0.23098999999999997 -0.089674999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017851695136356364 0.011490853084190875 -0.0046356601580197299 0.00056728933327633839 leaf_weight=4.9683056222274891 19.642872755764984 85.393778413381369 44.273867412099207 leaf_count=32 199 2144 713 internal_value=0 -0.00337869 0.00393854 internal_weight=0 90.3621 63.9167 internal_count=3088 2176 912 is_linear=0 shrinkage=0.0204111 Tree=4804 num_leaves=3 num_cat=0 split_feature=151 484 split_gain=4.47066 4.11749 threshold=-0.27559499999999998 0.11628500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020591134801028404 0.00056293555591466226 -0.024697700536621046 leaf_weight=4.3718642383464603 145.38965185664711 2.6269302408836657 leaf_count=75 2893 113 internal_value=0 9.62917e-05 internal_weight=0 148.017 internal_count=3081 3006 is_linear=0 shrinkage=0.0204111 Tree=4805 num_leaves=4 num_cat=0 split_feature=484 156 123 split_gain=3.95638 4.09325 3.3401 threshold=-0.0048899999999999994 0.11896500000000002 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026697200233178849 3.6111868681620912e-05 -0.00048912722762791175 0.00039264280361557178 leaf_weight=11.859420738001061 149.23023962470324 2.3033323475392526 1.2711382056586433 leaf_count=470 2533 95 14 internal_value=0 2.77729e-05 -0.000200336 internal_weight=0 151.534 13.1306 internal_count=3112 2628 484 is_linear=0 shrinkage=0.000400217 Tree=4806 num_leaves=4 num_cat=0 split_feature=147 49 150 split_gain=5.54387 4.81423 3.17807 threshold=0.088035000000000016 -0.085934999999999984 0.087790000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01302623367644865 0.0004537664657334584 -0.0008887971566828816 0.021094916263063541 leaf_weight=15.259985268639864 5.6159733012318593 119.28024793308578 6.8596963377203792 leaf_count=178 63 2715 77 internal_value=0 -0.00227515 0.0118899 internal_weight=0 134.54 12.4757 internal_count=3033 2893 140 is_linear=0 shrinkage=0.0204111 Tree=4807 num_leaves=4 num_cat=0 split_feature=1 47 52 split_gain=4.69943 5.21727 1.81814 threshold=0.13662500000000002 0.09252500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2355568624338817e-05 6.0955764445838636e-05 -0.0002038919634593648 0.00040204955995699876 leaf_weight=121.02076540339476 4.3639610208338127 20.852239234722219 5.9075498124584538 leaf_count=2605 71 293 110 internal_value=0 -1.95638e-05 0.000259352 internal_weight=0 141.873 10.2715 internal_count=3079 2898 181 is_linear=0 shrinkage=0.000400217 Tree=4808 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=4.97221 7.61549 2.51017 threshold=0.12700000000000003 -0.10726999999999999 0.11280000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0039935437950325394 0.018631734728429244 -0.0056275715074046708 0.0021750270794674881 leaf_weight=61.213725427282043 8.0085895238444191 77.604438380178181 7.4259744092123574 leaf_count=502 149 2323 122 internal_value=0 -0.00138521 0.0107867 internal_weight=0 138.818 15.4346 internal_count=3096 2825 271 is_linear=0 shrinkage=0.0204111 Tree=4809 num_leaves=4 num_cat=0 split_feature=10 10 4 split_gain=4.24155 4.55627 0.160129 threshold=-0.088499999999999981 -0.010699999999999999 0.015030000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023859031499248625 -0.00039556547514823511 1.836374291581073e-06 0.00041714889951108665 leaf_weight=1.8819779753684986 4.6542619408573946 151.69400038741151 3.1947597678517923 leaf_count=45 54 2905 49 internal_value=0 -1.02683e-05 0.000357533 internal_weight=0 156.348 5.07674 internal_count=3053 2959 94 is_linear=0 shrinkage=0.000400217 Tree=4810 num_leaves=4 num_cat=0 split_feature=4 2 4 split_gain=4.83433 5.36845 2.09785 threshold=-0.49977499999999991 1.0000000180025095e-35 -0.52428499999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0042764178084967784 -0.0052611722937057808 0.0036128932557671664 -0.026390941231208533 leaf_weight=3.5561584585811943 37.560143812617753 115.3431647347752 3.5885203431826076 leaf_count=47 750 2239 86 internal_value=0 0.00143076 -0.0156196 internal_weight=0 152.903 7.14468 internal_count=3122 2989 133 is_linear=0 shrinkage=0.0204111 Tree=4811 num_leaves=4 num_cat=0 split_feature=2 0 15 split_gain=4.46647 6.11383 5.1995 threshold=0.092120000000000021 -0.23098999999999997 0.15110000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021040409307527121 0.0043919381476182785 -0.0051235791182196455 -0.017656123195477436 leaf_weight=3.8172256301622829 77.657405723439297 70.876329030987108 4.6175020952359764 leaf_count=31 1180 1835 60 internal_value=0 -0.00375697 0.00313222 internal_weight=0 74.6936 82.2749 internal_count=3106 1866 1240 is_linear=0 shrinkage=0.0204111 Tree=4812 num_leaves=4 num_cat=0 split_feature=48 1 51 split_gain=4.15572 7.11699 3.42704 threshold=0.13342000000000001 0.10100500000000003 0.13118000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5259184089326906e-05 -0.00053590403755829385 0.00012727422193598408 -1.7098156769870788e-05 leaf_weight=94.36469476246566 4.0632013299036753 53.527947451220825 4.0016586408019066 leaf_count=2312 43 722 37 internal_value=0 1.08529e-05 -0.00028224 internal_weight=0 147.893 8.06486 internal_count=3114 3034 80 is_linear=0 shrinkage=0.000400217 Tree=4813 num_leaves=4 num_cat=0 split_feature=15 4 1 split_gain=5.21232 10.7745 4.90277 threshold=0.079530000000000017 0.15164000000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0050600589350278799 -0.017569593659646689 0.016088340817204682 0.0036606653661587774 leaf_weight=36.819817293449887 16.37658964517323 5.1192360881250343 98.38162416277919 leaf_count=845 1120 35 1123 internal_value=0 -0.00951212 0.0012835 internal_weight=0 21.4958 135.201 internal_count=3123 1155 1968 is_linear=0 shrinkage=0.0204111 Tree=4814 num_leaves=4 num_cat=0 split_feature=4 47 4 split_gain=4.49788 7.26013 7.05234 threshold=0.0064450000000000011 0.09252500000000001 -0.0015099999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.3268093891723524e-06 0.00017001144622219794 -0.00011737064619317674 -0.00032518841793174842 leaf_weight=78.954304535029223 48.438579364585166 19.740344266872853 12.631580843626578 leaf_count=2019 705 177 211 internal_value=0 8.67476e-05 -4.89233e-05 internal_weight=0 68.1789 91.5859 internal_count=3112 882 2230 is_linear=0 shrinkage=0.000400217 Tree=4815 num_leaves=3 num_cat=0 split_feature=39 51 split_gain=4.11915 5.13191 threshold=0.16168500000000002 -0.24603999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.022195293859383659 0.022942653958269416 -0.00041784256585995793 leaf_weight=4.5388930955377864 2.9198077237233511 147.09334731549461 leaf_count=153 26 2933 internal_value=0 -0.00108562 internal_weight=0 151.632 internal_count=3112 3086 is_linear=0 shrinkage=0.0204111 Tree=4816 num_leaves=4 num_cat=0 split_feature=484 150 1373 split_gain=4.57311 5.612 4.61694 threshold=-0.0048899999999999994 0.094545000000000018 0.099250000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036497130126053563 4.3266015327749902e-05 0.00027261706870732993 -0.00048083656504654824 leaf_weight=9.5025507688987982 145.64490263621701 2.7818805915303519 2.6314128664089358 leaf_count=460 2592 21 26 internal_value=0 -0.000219427 3.36091e-05 internal_weight=0 12.2844 148.276 internal_count=3099 481 2618 is_linear=0 shrinkage=0.000400217 Tree=4817 num_leaves=4 num_cat=0 split_feature=130 49 1 split_gain=4.76469 3.78283 0.871328 threshold=0.085970000000000005 -0.085174999999999987 0.096440000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0073755001925024707 -0.022448498231002693 0.0021974800252516783 0.0033359760732291337 leaf_weight=19.623396873677848 4.2810199983941848 133.6664675797947 0.59289988176897157 leaf_count=199 324 2568 12 internal_value=0 0.000967506 -0.0193074 internal_weight=0 153.29 4.87392 internal_count=3103 2767 336 is_linear=0 shrinkage=0.0204111 Tree=4818 num_leaves=4 num_cat=0 split_feature=52 52 48 split_gain=4.66342 11.7166 4.08731 threshold=-0.048794999999999991 -0.0064899999999999992 -0.075024999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036245645308018273 -0.0004449251865766815 1.6137388597887407e-06 0.00012076210846478027 leaf_weight=2.8440185688668853 10.390873716751228 90.597843673021998 56.077644154982409 leaf_count=63 242 1906 881 internal_value=0 -4.47732e-05 9.6795e-05 internal_weight=0 100.989 58.9217 internal_count=3092 2148 944 is_linear=0 shrinkage=0.000400217 Tree=4819 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=5.55452 10.7366 6.03277 threshold=-0.075359999999999996 -0.10643499999999999 -0.069564999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018761163758859163 0.012370958673698427 -0.012330316616743157 -0.0012211847448537767 leaf_weight=61.664832676120568 24.665650997834746 34.464840317115886 30.127885401074309 leaf_count=547 354 1587 568 internal_value=0 -0.00322566 0.00491015 internal_weight=0 96.1297 54.7935 internal_count=3056 2134 922 is_linear=0 shrinkage=0.0204111 Tree=4820 num_leaves=4 num_cat=0 split_feature=1375 38 13 split_gain=5.44927 4.30852 1.19278 threshold=1.0000000180025095e-35 0.13481500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4812838778656417e-05 -0.00010032306702558828 -0.00056699965453885963 -0.00046525642840403088 leaf_weight=149.29823394407867 2.1912608827115037 1.8848492968827475 4.4944819550728417 leaf_count=2913 117 15 36 internal_value=0 1.70204e-05 -0.000349272 internal_weight=0 151.183 6.68574 internal_count=3081 2928 153 is_linear=0 shrinkage=0.000400217 Tree=4821 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=4.57184 4.42641 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040815798390076764 0.000590100629489706 1.5399519220311693e-05 leaf_weight=3.9208966527075964 2.0653580829966804 153.16420743470371 leaf_count=281 27 2749 internal_value=0 2.34658e-05 internal_weight=0 155.23 internal_count=3057 2776 is_linear=0 shrinkage=0.000400217 Tree=4822 num_leaves=4 num_cat=0 split_feature=50 46 12 split_gain=4.36601 4.55485 4.38363 threshold=0.10114000000000002 0.081930000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002288300303712517 0.012935599327230027 -0.025346884213207282 -0.019443877997589686 leaf_weight=145.34930552734295 2.1645706417039037 2.4164572129957369 7.5990653721019026 leaf_count=2703 33 28 343 internal_value=0 0.00181752 -0.0122002 internal_weight=0 147.766 9.76364 internal_count=3107 2731 376 is_linear=0 shrinkage=0.0204111 Tree=4823 num_leaves=4 num_cat=0 split_feature=42 156 156 split_gain=4.79484 7.00563 4.55296 threshold=-1.0000000180025095e-35 0.050840000000000003 0.091280000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029094402782009281 4.7885351802980024e-05 0.00022684286555999322 -0.00024855492461487761 leaf_weight=17.576724155260312 126.43224408218521 5.3910754745302247 8.7703668286558223 leaf_count=793 2004 74 237 internal_value=0 -0.000168897 2.8466e-05 internal_weight=0 22.9678 135.203 internal_count=3108 867 2241 is_linear=0 shrinkage=0.000400217 Tree=4824 num_leaves=4 num_cat=0 split_feature=3 0 15 split_gain=5.41548 5.4645 3.38975 threshold=-0.15490999999999996 -0.10185499999999999 -0.015169999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021108879037398876 0.0028699851271873919 -0.0052522684569265366 0.0023377557392723408 leaf_weight=7.5052050857339081 67.401091538165929 70.490435171639547 8.5252698532422055 leaf_count=66 582 2338 143 internal_value=0 -0.00128302 0.0112115 internal_weight=0 137.892 16.0305 internal_count=3129 2920 209 is_linear=0 shrinkage=0.0204111 Tree=4825 num_leaves=4 num_cat=0 split_feature=484 49 150 split_gain=4.94305 4.22411 3.79787 threshold=-1.0000000180025095e-35 -0.085934999999999984 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017400004037430528 -0.0079523675225486572 0.0024709824234210231 0.011198820276345353 leaf_weight=10.315993075892036 18.48580498676165 125.47878008164844 2.2934355847537509 leaf_count=490 168 2452 21 internal_value=0 0.00112743 -0.0121456 internal_weight=0 143.965 12.6094 internal_count=3131 2620 511 is_linear=0 shrinkage=0.0204111 Tree=4826 num_leaves=4 num_cat=0 split_feature=1 47 15 split_gain=5.1309 4.54524 1.08236 threshold=0.13842500000000005 0.11764000000000001 -0.032519999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011620235520309777 0.019280021575965523 -0.01762167323418241 0.0037685595229769598 leaf_weight=137.49393060488364 5.668470517732203 7.2534189805737688 2.8686106265522522 leaf_count=2845 124 105 27 internal_value=0 -0.00199981 0.0141842 internal_weight=0 144.747 8.53708 internal_count=3101 2950 151 is_linear=0 shrinkage=0.0204111 Tree=4827 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=5.2852 5.05296 threshold=-0.094679999999999986 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043103041560120736 -0.00041054418355175034 2.5068484283467994e-05 leaf_weight=4.3080120910890392 4.2771420206408939 151.0650468303138 leaf_count=53 290 2767 internal_value=0 1.27874e-05 internal_weight=0 155.342 internal_count=3110 3057 is_linear=0 shrinkage=0.000400217 Tree=4828 num_leaves=3 num_cat=0 split_feature=155 1 split_gain=4.37 4.29892 threshold=0.090655000000000013 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.608718682438542e-05 -0.00043187718361265736 6.1796715138854279e-05 leaf_weight=44.153153715080407 3.408442936022765 108.96695471362909 leaf_count=1489 168 1396 internal_value=0 1.91217e-05 internal_weight=0 153.12 internal_count=3053 2885 is_linear=0 shrinkage=0.000400217 Tree=4829 num_leaves=4 num_cat=0 split_feature=13 0 43 split_gain=4.98134 7.82984 5.20134 threshold=0.11001000000000001 -0.073464999999999989 0.25537500000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035314210016671322 -0.010518067866383851 0.018588803746103801 -0.023999139835346947 leaf_weight=133.30220702825318 5.1974613993661505 14.1008964930661 3.6449486772180526 leaf_count=2670 115 115 186 internal_value=0 0.0107342 -0.000314088 internal_weight=0 19.2984 136.947 internal_count=3086 230 2856 is_linear=0 shrinkage=0.0204111 Tree=4830 num_leaves=4 num_cat=0 split_feature=483 4 0 split_gain=3.97495 5.22519 4.90481 threshold=0.080590000000000009 0.50673000000000001 -0.10726999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012703150683569928 -0.00035450025875627216 0.00043333565640248859 -1.8325857835170511e-05 leaf_weight=63.939004467625637 7.9033311100356496 1.5220780522795392 88.581708904806874 leaf_count=504 291 47 2261 internal_value=0 -0.000223682 4.26586e-05 internal_weight=0 9.42541 152.521 internal_count=3103 338 2765 is_linear=0 shrinkage=0.000400217 Tree=4831 num_leaves=4 num_cat=0 split_feature=1 49 3 split_gain=4.39285 6.38957 4.32318 threshold=0.10100500000000003 -0.085934999999999984 0.090170000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003450659757798665 0.0001742180100031111 -1.5814606052915428e-05 -3.8726290680118398e-05 leaf_weight=10.452809135720598 36.129856525105424 88.861519126934581 26.331641361408401 leaf_count=114 527 2185 257 internal_value=0 -5.08178e-05 8.45393e-05 internal_weight=0 99.3143 62.4615 internal_count=3083 2299 784 is_linear=0 shrinkage=0.000400217 Tree=4832 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=4.66345 6.95212 3.68899 threshold=0.09450500000000002 -0.12077499999999998 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0077022099876646773 0.007437470522291904 -0.0060457462283905064 -0.0024076641040815939 leaf_weight=19.687841943523381 46.658754771022359 67.778644912541495 23.921179291297449 leaf_count=169 684 1979 253 internal_value=0 -0.00294533 0.0041022 internal_weight=0 87.4665 70.5799 internal_count=3085 2148 937 is_linear=0 shrinkage=0.0204111 Tree=4833 num_leaves=4 num_cat=0 split_feature=147 2 150 split_gain=4.25552 4.84136 2.5276 threshold=0.089245000000000005 1.0000000180025095e-35 0.087790000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0081906828938662947 0.0008582834044438553 0.00080544970329917841 0.020517475827355296 leaf_weight=32.211094749160111 4.8735099365003389 108.77827274215815 6.0967534552328289 leaf_count=714 53 2235 72 internal_value=0 -0.00125472 0.0118808 internal_weight=0 140.989 10.9703 internal_count=3074 2949 125 is_linear=0 shrinkage=0.0204111 Tree=4834 num_leaves=4 num_cat=0 split_feature=13 13 2 split_gain=5.23566 4.5157 4.29763 threshold=-0.23438999999999996 -0.5318799999999998 0.14832500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0073845246441090195 -0.0020828099171925373 0.017918827798024645 0.016246325141238593 leaf_weight=3.9149038186296812 133.75653673349007 11.0677131365519 5.4390457927947855 leaf_count=36 2812 126 88 internal_value=0 0.0113014 -0.00135412 internal_weight=0 14.9826 139.196 internal_count=3062 162 2900 is_linear=0 shrinkage=0.0204111 Tree=4835 num_leaves=4 num_cat=0 split_feature=158 13 12 split_gain=3.30325 3.45073 0.244334 threshold=0.11034000000000001 0.077550000000000022 0.079335000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007382712354749557 -0.0083106195516439493 0.0077348807358239499 -0.022455245648296113 leaf_weight=123.2565459372272 0.85463554225861971 23.792964344844222 2.5766037342691561 leaf_count=2578 17 343 129 internal_value=0 0.000637547 -0.0193061 internal_weight=0 147.05 3.43124 internal_count=3067 2921 146 is_linear=0 shrinkage=0.0204111 Tree=4836 num_leaves=4 num_cat=0 split_feature=48 1 51 split_gain=4.52731 5.45722 4.98946 threshold=0.12879500000000002 0.10100500000000003 0.13118000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040149228300636746 -0.025881167820152637 0.0078649957703298898 0.002922332948736945 leaf_weight=100.11788951914787 5.0211716080084425 49.710417964844964 4.8546114033088088 leaf_count=2330 51 709 49 internal_value=0 0.00234501 -0.0118483 internal_weight=0 149.828 9.87578 internal_count=3139 3039 100 is_linear=0 shrinkage=0.0204111 Tree=4837 num_leaves=4 num_cat=0 split_feature=0 159 0 split_gain=4.73363 5.90795 5.62389 threshold=-0.074479999999999977 -0.032069999999999994 -0.082604999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063293597324335998 -0.017767994705666822 0.0070941230395876543 -0.018380371972391309 leaf_weight=87.398537296598079 4.1952454393613143 53.503151097975206 8.019757419220694 leaf_count=1581 125 804 549 internal_value=0 0.00525549 -0.00214437 internal_weight=0 57.6984 95.4183 internal_count=3059 929 2130 is_linear=0 shrinkage=0.0204111 Tree=4838 num_leaves=4 num_cat=0 split_feature=3 11 403 split_gain=4.39478 5.26564 3.89222 threshold=-0.097724999999999992 0.080455000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0093486377362394808 -0.016198770440750531 -0.0072985225662996634 -0.0016687539605032939 leaf_weight=30.499853879678994 8.1753859252494276 10.583673826826269 105.54379520907241 leaf_count=292 663 180 1987 internal_value=0 0.00505192 -0.00272824 internal_weight=0 41.0835 113.719 internal_count=3122 472 2650 is_linear=0 shrinkage=0.0204111 Tree=4839 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=4.67896 5.02633 4.49757 threshold=0.094695000000000015 -0.076894999999999977 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.6517849589743285e-05 -0.00022561231494696947 -0.00014677933941461191 0.0001002455285823087 leaf_weight=30.250563472050999 7.4939445500494903 54.350591411042842 63.091987168416381 leaf_count=854 129 1286 821 internal_value=0 -7.41084e-05 6.53474e-05 internal_weight=0 84.6012 70.5859 internal_count=3090 2140 950 is_linear=0 shrinkage=0.000400217 Tree=4840 num_leaves=4 num_cat=0 split_feature=403 484 2 split_gain=4.3933 4.73876 0.766081 threshold=0.08888500000000002 -0.0048899999999999994 0.10912000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01212447918536478 -0.022268470412227147 0.0016157601411306136 -0.0018529826641522896 leaf_weight=11.205348801842772 4.118648945077438 137.48699205210869 0.96121540904277925 leaf_count=471 235 2366 31 internal_value=0 0.000571962 -0.0185287 internal_weight=0 148.692 5.07986 internal_count=3103 2837 266 is_linear=0 shrinkage=0.0204111 Tree=4841 num_leaves=3 num_cat=0 split_feature=51 52 split_gain=4.49803 4.3894 threshold=-0.40548499999999993 -0.51586999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021812595040546442 -0.02065443907853267 0.0029377475471641383 leaf_weight=3.1524307286599642 3.2502357887278768 146.17698400151858 leaf_count=120 219 2737 internal_value=0 0.00240951 internal_weight=0 149.427 internal_count=3076 2956 is_linear=0 shrinkage=0.0204111 Tree=4842 num_leaves=4 num_cat=0 split_feature=1 1456 52 split_gain=6.01286 3.74472 0.858579 threshold=0.13662500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017639597710542864 0.0092033909758817908 0.00063924604022390428 0.022409996433484923 leaf_weight=4.7193149235827141 3.7136867091758177 139.17620116472244 5.275017188745549 leaf_count=290 69 2604 104 internal_value=0 2.65092e-05 0.017134 internal_weight=0 143.896 8.9887 internal_count=3067 2894 173 is_linear=0 shrinkage=0.0204111 Tree=4843 num_leaves=4 num_cat=0 split_feature=480 1374 0 split_gain=4.9679 5.18912 0.682246 threshold=0.08598500000000002 -0.094679999999999986 -0.15687999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037396560803089411 -1.5297923595742674e-05 4.4558215259473714e-05 -0.00044519021740569624 leaf_weight=4.7948889355175188 0.70047779730521131 144.39423172399256 3.987758298739208 leaf_count=55 13 2816 197 internal_value=0 3.08366e-05 -0.000382814 internal_weight=0 149.189 4.68824 internal_count=3081 2871 210 is_linear=0 shrinkage=0.000400217 Tree=4844 num_leaves=4 num_cat=0 split_feature=482 42 51 split_gain=4.18768 3.97585 0.00139705 threshold=0.10022500000000002 -0.40652499999999997 0.09624000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.032266754792459502 -0.019197953734151178 0.0024134356967474742 -0.029282048470183501 leaf_weight=1.2783777709119011 1.399559851852245 150.36548355018749 0.99435457034269337 leaf_count=8 92 2972 16 internal_value=0 0.00209749 -0.0245078 internal_weight=0 151.644 2.39391 internal_count=3088 2980 108 is_linear=0 shrinkage=0.0204111 Tree=4845 num_leaves=4 num_cat=0 split_feature=4 48 15 split_gain=4.22948 7.7659 6.27341 threshold=0.28122000000000008 0.12011000000000001 -0.11664999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016241119555259323 0.011602968907980734 -0.022431919547854614 -0.0012239104636415103 leaf_weight=12.761905223538632 19.595877773012038 3.1483065010979763 116.40571460154024 leaf_count=226 310 30 2516 internal_value=0 0.00680496 -0.00272041 internal_weight=0 22.7442 129.168 internal_count=3082 340 2742 is_linear=0 shrinkage=0.0204111 Tree=4846 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=4.75025 4.39729 threshold=0.084955000000000017 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0005707593084129884 -0.0207889130469373 0.020798034282854469 leaf_weight=147.35706410288549 4.0999707560986272 4.5062242159619919 leaf_count=2904 41 113 internal_value=0 0.00118584 internal_weight=0 151.863 internal_count=3058 3017 is_linear=0 shrinkage=0.0204111 Tree=4847 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=4.38471 8.50411 4.49776 threshold=-0.24269999999999997 -0.19153499999999998 0.11570500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034105622247899574 -0.00052778569927602978 4.6720775766544817e-06 -0.00031065686272042074 leaf_weight=10.238929310813544 4.8616919247433534 141.23610185638245 1.9374090898782004 leaf_count=222 84 2752 21 internal_value=0 -1.34371e-05 0.000235475 internal_weight=0 146.098 12.1763 internal_count=3079 2836 243 is_linear=0 shrinkage=0.000400217 Tree=4848 num_leaves=3 num_cat=0 split_feature=4 14 split_gain=3.83881 4.92793 threshold=0.51195500000000005 -0.13131999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016641301055222248 0.021441872979954799 -6.6641185339065656e-05 leaf_weight=7.7768303983611977 3.1502316429978228 141.87769984218176 leaf_count=92 132 2884 internal_value=0 -0.000939744 internal_weight=0 149.655 internal_count=3108 2976 is_linear=0 shrinkage=0.0204111 Tree=4849 num_leaves=3 num_cat=0 split_feature=9 1444 split_gain=4.10857 4.01179 threshold=-0.016839999999999997 -0.084559999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02200356341778505 0.028208005310451426 -0.00044225903484626088 leaf_weight=3.4857289836509144 1.9516865158802819 152.76784475408931 leaf_count=96 24 2980 internal_value=0 -6.0717e-05 internal_weight=0 154.72 internal_count=3100 3004 is_linear=0 shrinkage=0.0204111 Tree=4850 num_leaves=4 num_cat=0 split_feature=13 13 39 split_gain=5.35669 15.5895 5.76814 threshold=-0.083499999999999977 -0.084169999999999981 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035825012984023012 -0.0041595256032454439 0.05829674228713623 0.00870572861729642 leaf_weight=46.934917691949522 87.828498222006601 2.163978785800281 17.281907649419736 leaf_count=900 1878 61 264 internal_value=0 0.00612112 -0.00203725 internal_weight=0 49.0989 105.11 internal_count=3103 961 2142 is_linear=0 shrinkage=0.0204111 Tree=4851 num_leaves=4 num_cat=0 split_feature=482 15 51 split_gain=3.88583 4.13508 0.0282794 threshold=0.10022500000000002 -0.24269999999999997 0.09624000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025040549060079896 -0.00036355213691131985 4.9827814838065183e-06 -0.00056830139704518493 leaf_weight=11.806394860730505 1.5203353075776243 142.20183183974586 1.0071612483588976 leaf_count=244 90 2740 15 internal_value=0 2.39653e-05 -0.000465788 internal_weight=0 154.008 2.5275 internal_count=3089 2984 105 is_linear=0 shrinkage=0.000400217 Tree=4852 num_leaves=4 num_cat=0 split_feature=403 151 15 split_gain=3.92015 3.60364 1.42171 threshold=-0.092224999999999988 -0.52342999999999995 -0.17159499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028428827600031565 -0.00048999530072869836 2.6626065475296811e-05 -0.00041195997908197103 leaf_weight=0.4458485033828764 2.0822156978538251 151.18560185962997 4.387942135857883 leaf_count=15 48 2688 347 internal_value=0 1.92549e-05 -0.000342759 internal_weight=0 153.268 4.83379 internal_count=3098 2736 362 is_linear=0 shrinkage=0.000400217 Tree=4853 num_leaves=4 num_cat=0 split_feature=1 42 15 split_gain=5.50243 5.06508 3.59171 threshold=0.12856000000000004 0.085585000000000008 -0.053734999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2762985372073772e-05 0.00039602327244231774 -0.00014948192160487263 1.9697940925106023e-05 leaf_weight=105.17896589091106 8.7298018662259 36.830438628625416 7.5376166519708923 leaf_count=1714 193 1146 71 internal_value=0 -2.19917e-05 0.000222977 internal_weight=0 142.009 16.2674 internal_count=3124 2860 264 is_linear=0 shrinkage=0.000400217 Tree=4854 num_leaves=4 num_cat=0 split_feature=484 15 2 split_gain=4.70289 5.00193 3.3248 threshold=-0.0048899999999999994 -0.24269999999999997 0.11212000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041710927440581223 0.00028237043676122289 -5.3828853741693891e-06 1.4025618166075459e-05 leaf_weight=7.0896514081323385 10.328498130431397 132.06979028780916 4.746125449979445 leaf_count=431 228 2385 57 internal_value=0 1.5694e-05 -0.000245714 internal_weight=0 142.398 11.8358 internal_count=3101 2613 488 is_linear=0 shrinkage=0.000400217 Tree=4855 num_leaves=4 num_cat=0 split_feature=3 160 11 split_gain=4.11549 5.12086 4.35152 threshold=-0.15490999999999996 -0.15845999999999996 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037507879580658783 -0.00032888785507945883 1.3935978827135489e-05 -3.7112076459127644e-05 leaf_weight=9.826899731531741 7.2478028526384142 134.78464097751566 6.9542060925159594 leaf_count=74 333 2545 128 internal_value=0 -3.80334e-06 0.00020515 internal_weight=0 142.032 16.7811 internal_count=3080 2878 202 is_linear=0 shrinkage=0.000400217 Tree=4856 num_leaves=4 num_cat=0 split_feature=148 447 447 split_gain=3.99406 4.19849 1.57535 threshold=-0.084284999999999985 0.083945000000000006 0.083310000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.004751849241955714 -0.00056985380105468856 0.014524171496386563 -0.027839975017010441 leaf_weight=2.2138818707317105 138.36909207255667 8.0161237257998419 2.8249811605783179 leaf_count=31 2872 88 54 internal_value=0 0.000267171 -0.0180197 internal_weight=0 146.385 5.03886 internal_count=3045 2960 85 is_linear=0 shrinkage=0.0204111 Tree=4857 num_leaves=4 num_cat=0 split_feature=1456 41 1453 split_gain=4.64307 4.24714 1.46771 threshold=-1.0000000180025095e-35 0.087145000000000014 -0.09343499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017801802703637347 3.3851414906374853e-05 -0.00031306260978759126 -0.00043177164120243718 leaf_weight=0.66502673480135843 144.67549574113218 5.7706434371648347 4.7153473774669683 leaf_count=25 2706 97 275 internal_value=0 2.0322e-05 -0.000354308 internal_weight=0 150.446 5.38037 internal_count=3103 2803 300 is_linear=0 shrinkage=0.000400217 Tree=4858 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=3.99447 4.06684 threshold=0.51195500000000005 -0.095604999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0063394258383057747 0.021394369798423622 0.0013083937753755063 leaf_weight=38.568368166394066 3.4027322828769675 115.2627185420497 leaf_count=510 147 2490 internal_value=0 -0.000612276 internal_weight=0 153.831 internal_count=3147 3000 is_linear=0 shrinkage=0.0204111 Tree=4859 num_leaves=4 num_cat=0 split_feature=156 12 157 split_gain=3.90627 3.68674 0.424556 threshold=0.11896500000000002 0.10042000000000002 -0.0086849999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0714199428934383e-05 -0.00025377996975073201 -0.00016152826074433558 -0.00063788282342177758 leaf_weight=140.83133484851714 1.0027103893226015 17.909915863216156 1.3858137092320237 leaf_count=2583 40 400 58 internal_value=0 8.92596e-06 -0.000495219 internal_weight=0 158.741 2.38852 internal_count=3081 2983 98 is_linear=0 shrinkage=0.000400217 Tree=4860 num_leaves=4 num_cat=0 split_feature=402 453 4 split_gain=4.55457 3.93626 2.28381 threshold=0.086255000000000012 0.096095000000000014 0.27287000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018901115666000734 -0.020259650666904098 -0.020738896440027986 0.014710806724918755 leaf_weight=151.30502623752545 5.7809066555782911 3.1601503072306505 0.81424508790951211 leaf_count=2749 306 29 25 internal_value=0 0.00141247 -0.0157687 internal_weight=0 154.465 6.59515 internal_count=3109 2778 331 is_linear=0 shrinkage=0.0204111 Tree=4861 num_leaves=4 num_cat=0 split_feature=15 49 1 split_gain=4.46799 4.86214 3.8018 threshold=0.10347000000000002 -0.085934999999999984 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019075282693730688 -0.00049394232803101938 6.1300641519292589e-05 2.5151770113924884e-05 leaf_weight=13.380891534266992 4.71669357610517 134.18498867333983 4.2286098538897932 leaf_count=135 223 2688 42 internal_value=0 3.83178e-05 -0.00025128 internal_weight=0 147.566 8.9453 internal_count=3088 2823 265 is_linear=0 shrinkage=0.000400217 Tree=4862 num_leaves=4 num_cat=0 split_feature=13 40 0 split_gain=7.51296 5.92336 5.08999 threshold=-0.10462499999999998 1.0000000180025095e-35 -0.14239499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012183327101663358 -7.8043563704033089e-05 0.00029763382691138615 0.00025265751702670041 leaf_weight=7.6028906977735486 117.81226969738054 7.0197827760130158 23.821359680558089 leaf_count=90 2696 63 232 internal_value=0 -5.667e-05 0.000161941 internal_weight=0 124.832 31.4243 internal_count=3081 2759 322 is_linear=0 shrinkage=0.000400217 Tree=4863 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=4.68943 12.1619 5.71762 threshold=1.0000000180025095e-35 0.10812000000000001 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010648346104586067 -0.012997713322003503 0.01745670316681823 0.003331844666888953 leaf_weight=38.338084225921193 9.7315195453120378 7.5942281903699032 96.631940209743334 leaf_count=1571 174 24 1333 internal_value=0 -0.00597044 0.00182571 internal_weight=0 45.9323 106.363 internal_count=3102 1595 1507 is_linear=0 shrinkage=0.0204111 Tree=4864 num_leaves=4 num_cat=0 split_feature=484 150 133 split_gain=5.03292 4.71628 4.3184 threshold=-0.0048899999999999994 0.10117000000000001 0.13997000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037085985149510372 5.6685295930187273e-05 0.00027212264471981602 -0.00037493151076677382 leaf_weight=8.5457663505731016 143.55948959389934 2.2282010437920681 3.700784927874337 leaf_count=460 2324 15 302 internal_value=0 -0.000236451 4.55618e-05 internal_weight=0 10.774 147.26 internal_count=3101 475 2626 is_linear=0 shrinkage=0.000400217 Tree=4865 num_leaves=4 num_cat=0 split_feature=11 3 48 split_gain=4.86844 4.61299 2.78902 threshold=0.088315000000000018 -0.10643499999999999 0.081520000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0083567208069530302 -0.0056757452659385267 -0.00058007569365378891 -0.031224332378388286 leaf_weight=29.861627393693198 4.7296721005695863 121.96758945357578 2.8062690868973732 leaf_count=294 88 2687 28 internal_value=0 0.00118247 -0.0155075 internal_weight=0 151.829 7.53594 internal_count=3097 2981 116 is_linear=0 shrinkage=0.0204111 Tree=4866 num_leaves=4 num_cat=0 split_feature=128 124 2 split_gain=4.52673 4.57682 0.800854 threshold=0.085185000000000025 -0.048219999999999992 0.10928500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021800997692392462 -0.00047848084105842195 -3.8184601640511835e-06 -4.0463210100812401e-05 leaf_weight=16.622842067619786 3.3837645210223846 135.68301596098172 0.85379769970313635 leaf_count=246 180 2632 32 internal_value=0 2.05345e-05 -0.000393541 internal_weight=0 152.306 4.23756 internal_count=3090 2878 212 is_linear=0 shrinkage=0.000400217 Tree=4867 num_leaves=4 num_cat=0 split_feature=480 157 16 split_gain=4.76683 4.64381 0.213425 threshold=0.086640000000000009 -0.084489999999999996 -0.15291499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015188441756029009 -0.010070086174351775 0.0018491276755305942 -0.023607388656306721 leaf_weight=6.884184510963677 0.857613842235878 140.82590875111055 3.1975550811766871 leaf_count=202 20 2675 167 internal_value=0 0.00104417 -0.0210919 internal_weight=0 147.71 4.05517 internal_count=3064 2877 187 is_linear=0 shrinkage=0.0204111 Tree=4868 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=4.8669 7.65637 5.24723 threshold=1.0000000180025095e-35 0.11456500000000001 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018028017478315412 -0.00041527457603112144 0.00024937536586487554 6.1480824838395422e-05 leaf_weight=39.23784571349097 3.717508307658135 7.8906942848116151 108.1974232083885 leaf_count=1565 159 24 1366 internal_value=0 -0.000107923 4.52451e-05 internal_weight=0 47.1285 111.915 internal_count=3114 1589 1525 is_linear=0 shrinkage=0.000400217 Tree=4869 num_leaves=4 num_cat=0 split_feature=0 1 132 split_gain=5.06358 7.99469 5.17786 threshold=-0.07087499999999998 1.0000000180025095e-35 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013405399413290848 0.0024003889964503283 0.00046752030255608953 0.019951795377911676 leaf_weight=22.259368992185045 45.500933301285841 76.403444809664506 8.1738703905139101 leaf_count=1275 709 1009 106 internal_value=0 -0.002674 0.00510918 internal_weight=0 98.6628 53.6748 internal_count=3099 2284 815 is_linear=0 shrinkage=0.0204111 Tree=4870 num_leaves=4 num_cat=0 split_feature=1447 133 2 split_gain=5.55213 3.64012 0.432402 threshold=-1.0000000180025095e-35 0.13997000000000001 0.11693000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046062681646989257 2.502766922225045e-05 -0.00037345184032244467 -0.00011900432110780503 leaf_weight=4.1778664755474884 149.92456609461806 3.6522645723307496 0.7983796247281133 leaf_count=259 2481 309 24 internal_value=0 1.52861e-05 -0.000409642 internal_weight=0 153.577 4.97625 internal_count=3073 2790 283 is_linear=0 shrinkage=0.000400217 Tree=4871 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=4.16129 4.29243 threshold=-0.24552499999999997 0.11584000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053633557143014092 -3.1877404653591959e-05 0.00013958515026803734 leaf_weight=2.2346870519686481 122.90180773270549 28.763583448715508 leaf_count=22 2617 434 internal_value=0 7.19727e-07 internal_weight=0 151.665 internal_count=3073 3051 is_linear=0 shrinkage=0.000400217 Tree=4872 num_leaves=3 num_cat=0 split_feature=51 376 split_gain=4.97852 4.15876 threshold=-0.39874999999999999 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023738973806390389 -0.00022337223449365889 0.013323103671147741 leaf_weight=3.4438189924840108 138.48406769141729 10.020132352132348 leaf_count=120 2827 141 internal_value=0 0.000700008 internal_weight=0 148.504 internal_count=3088 2968 is_linear=0 shrinkage=0.0204111 Tree=4873 num_leaves=3 num_cat=0 split_feature=46 1444 split_gain=4.46573 4.19253 threshold=0.084955000000000017 -0.084559999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00060808491673319917 -0.00040507655892186309 1.5094094697749606e-05 leaf_weight=1.8225877322838631 3.9009885415434828 149.71745272132102 leaf_count=29 45 2994 internal_value=0 2.26698e-05 internal_weight=0 151.54 internal_count=3068 3023 is_linear=0 shrinkage=0.000400217 Tree=4874 num_leaves=4 num_cat=0 split_feature=15 4 1 split_gain=6.09469 6.54738 4.20815 threshold=0.079530000000000017 0.053255000000000004 0.12968000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.3930860781684688e-05 -0.017532105942137069 0.0086183895121139421 0.012475099460446728 leaf_weight=120.35233299468382 15.144651818613058 5.3232063649338661 12.413703231257385 leaf_count=1725 1074 52 229 internal_value=0 -0.0107211 0.00121579 internal_weight=0 20.4679 132.766 internal_count=3080 1126 1954 is_linear=0 shrinkage=0.0204111 Tree=4875 num_leaves=4 num_cat=0 split_feature=13 15 52 split_gain=4.52826 5.68759 5.34397 threshold=-0.10462499999999998 0.084580000000000016 0.11330000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020965343234083687 1.2582598951788083e-05 -0.00024367729443517874 -0.00027959710350839562 leaf_weight=28.20969721704023 109.90577875747113 15.763201066169129 3.9941781936795442 leaf_count=265 1810 953 56 internal_value=0 -1.97495e-05 0.000148214 internal_weight=0 125.669 32.2039 internal_count=3084 2763 321 is_linear=0 shrinkage=0.000400217 Tree=4876 num_leaves=4 num_cat=0 split_feature=160 160 2 split_gain=5.96206 5.77309 5.53781 threshold=0.091525000000000009 0.084835000000000008 0.09716000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010444539581889979 -0.02162827362168173 0.016140382993051702 0.0025028303501122458 leaf_weight=128.81927938142326 8.7638900235469901 11.386135833687147 7.1185791576863258 leaf_count=2703 193 103 99 internal_value=0 0.0022823 -0.0108708 internal_weight=0 140.205 15.8825 internal_count=3098 2806 292 is_linear=0 shrinkage=0.0204111 Tree=4877 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=3.66137 6.10575 threshold=0.51195500000000005 -0.095604999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0068988533899445557 0.021374233971612904 0.0026187091728382562 leaf_weight=37.126957490690984 3.3951831569429478 114.0838536634983 leaf_count=503 133 2422 internal_value=0 0.000278476 internal_weight=0 151.211 internal_count=3058 2925 is_linear=0 shrinkage=0.0204111 Tree=4878 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=4.79594 5.49599 3.41733 threshold=-0.13827999999999999 0.09450500000000002 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027327032767110644 -0.00011167428131010644 5.2416634107692638e-05 -2.8147246782186832e-05 leaf_weight=15.20762959693093 70.494624458297039 60.794309220684227 9.8981744095799495 leaf_count=137 2023 789 162 internal_value=0 -3.57109e-05 0.000154837 internal_weight=0 131.289 25.1058 internal_count=3111 2812 299 is_linear=0 shrinkage=0.000400217 Tree=4879 num_leaves=4 num_cat=0 split_feature=1 3 38 split_gain=4.55793 8.90036 3.90309 threshold=1.0000000180025095e-35 0.10812000000000001 0.10386000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0082290046670413248 0.0039518550714255024 0.01553312364499357 -0.019583239578113754 leaf_weight=38.862111967049714 111.08880365057848 7.7909572683274737 2.9056849158368996 leaf_count=1577 1525 23 23 internal_value=0 -0.00423309 0.00333333 internal_weight=0 46.6531 113.994 internal_count=3148 1600 1548 is_linear=0 shrinkage=0.0204111 Tree=4880 num_leaves=4 num_cat=0 split_feature=39 42 1 split_gain=4.97016 7.57967 3.72976 threshold=0.0047850000000000011 0.10077000000000001 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5407286964086089e-05 -7.0299942582692182e-05 -0.00039769573373571709 0.00028757490017052863 leaf_weight=121.99851371602563 6.3409433305205338 7.4423959685955188 17.140123558812775 leaf_count=2422 74 283 291 internal_value=0 -8.66787e-06 0.000191058 internal_weight=0 129.441 23.4811 internal_count=3070 2705 365 is_linear=0 shrinkage=0.000400217 Tree=4881 num_leaves=4 num_cat=0 split_feature=123 133 133 split_gain=6.92038 6.21964 2.90082 threshold=1.0000000180025095e-35 0.098715000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002849584112397401 -0.011090617144730898 -0.019386486867099106 0.016054637689052222 leaf_weight=124.99184929613693 1.7777649334166188 7.4177649542543795 13.908109405892899 leaf_count=2382 34 457 224 internal_value=0 -0.00137053 0.0129213 internal_weight=0 132.41 15.6859 internal_count=3097 2839 258 is_linear=0 shrinkage=0.0204111 Tree=4882 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=4.70953 6.22432 4.10568 threshold=0.09450500000000002 -0.23211999999999997 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022851304715641028 0.0063951165425938719 -0.0056095579076064668 -0.0040717630816400957 leaf_weight=3.2280216633807859 45.07755391849787 78.614296091102005 23.761079158284701 leaf_count=29 715 2102 248 internal_value=0 -0.00445732 0.00278151 internal_weight=0 81.8423 68.8386 internal_count=3094 2131 963 is_linear=0 shrinkage=0.0204111 Tree=4883 num_leaves=4 num_cat=0 split_feature=2 16 132 split_gain=4.29009 5.84341 4.02607 threshold=0.097925000000000012 -0.15336499999999997 0.081055000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014126584066560759 6.0128000821225111e-05 -9.423476703341048e-05 0.00035350716702930291 leaf_weight=22.369952749228105 56.128636181318143 67.61167611048586 8.5489508527098206 leaf_count=229 816 1880 125 internal_value=0 -3.55852e-05 9.94502e-05 internal_weight=0 89.9816 64.6776 internal_count=3050 2109 941 is_linear=0 shrinkage=0.000400217 Tree=4884 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=3.95442 4.45848 2.7219 threshold=0.12856000000000004 0.11978500000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012342487607332599 0.0215249812828841 -0.017422727063693622 0.0030767358809402016 leaf_weight=126.26515668207139 4.6536352088442063 7.3990911660366683 11.234521872014737 leaf_count=2772 145 78 120 internal_value=0 -0.00214421 0.00859304 internal_weight=0 133.664 15.8882 internal_count=3115 2850 265 is_linear=0 shrinkage=0.0204111 Tree=4885 num_leaves=4 num_cat=0 split_feature=1456 43 147 split_gain=4.20097 4.26718 3.46367 threshold=-1.0000000180025095e-35 -0.07440999999999999 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043301093364659493 0.00012462656065863776 -1.5031655122681146e-05 0.00042036706626377831 leaf_weight=4.9842410794008165 54.759516461432213 96.917377009129268 0.80368915200233448 leaf_count=290 1074 1725 2 internal_value=0 3.54435e-05 -0.000308785 internal_weight=0 151.677 5.78793 internal_count=3091 2799 292 is_linear=0 shrinkage=0.000400217 Tree=4886 num_leaves=4 num_cat=0 split_feature=1 43 1 split_gain=6.44355 5.21267 2.42787 threshold=0.12700000000000003 -0.077644999999999978 0.13193500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0044462139308523111 0.027778117293700014 -0.0038717137937723878 0.0084257059001797557 leaf_weight=48.298301867253031 3.4092451231554142 89.164512223876955 12.425236298004164 leaf_count=1044 36 1755 242 internal_value=0 -0.000947925 0.0127582 internal_weight=0 137.463 15.8345 internal_count=3077 2799 278 is_linear=0 shrinkage=0.0204111 Tree=4887 num_leaves=4 num_cat=0 split_feature=1456 14 3 split_gain=4.39523 3.94422 1.08618 threshold=-1.0000000180025095e-35 0.07802000000000002 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010347297318775407 0.0022023397628493056 -0.020929521701099636 -0.021011735874675783 leaf_weight=0.44604394526686508 146.44498010334064 3.0253523926658081 4.3445122390403403 leaf_count=5 2692 84 281 internal_value=0 0.00171882 -0.0179223 internal_weight=0 149.47 4.79056 internal_count=3062 2776 286 is_linear=0 shrinkage=0.0204111 Tree=4888 num_leaves=4 num_cat=0 split_feature=376 0 52 split_gain=4.78625 5.69295 1.39701 threshold=0.048375000000000008 -0.10643499999999999 -0.088019999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.5702290111770573e-05 5.1802398630110898e-05 -8.5130763794271895e-05 0.00033380839588631396 leaf_weight=61.408995096513536 4.2864815673092371 82.451226711389609 8.34629020153079 leaf_count=519 49 2448 117 internal_value=0 -1.64712e-05 0.000239415 internal_weight=0 143.86 12.6328 internal_count=3133 2967 166 is_linear=0 shrinkage=0.000400217 Tree=4889 num_leaves=3 num_cat=0 split_feature=1212 42 split_gain=3.49539 3.40907 threshold=-1.0000000180025095e-35 -0.40652499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021265157645622559 -0.033231484074561779 0.0010400299281538403 leaf_weight=2.9481998923074562 1.1070331595838059 151.33693262136512 leaf_count=232 7 2893 internal_value=0 0.000766946 internal_weight=0 152.444 internal_count=3132 2900 is_linear=0 shrinkage=0.0204111 Tree=4890 num_leaves=4 num_cat=0 split_feature=1374 2 49 split_gain=3.57821 4.06547 1.35754 threshold=0.087785000000000016 1.0000000180025095e-35 -0.054684999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0040409113527900137 -0.024800947211763295 0.0039376307178339634 -0.004168810531457766 leaf_weight=34.519232280319557 2.6568642394558992 114.86395313550747 2.6588089701253912 leaf_count=724 42 2274 36 internal_value=0 0.00209232 -0.01478 internal_weight=0 149.383 5.31567 internal_count=3076 2998 78 is_linear=0 shrinkage=0.0204111 Tree=4891 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=4.38965 5.15966 threshold=-1.0000000180025095e-35 -0.10726999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042997699524078989 7.1289339895271909e-05 -7.7288880649112047e-05 leaf_weight=3.5597022860310963 65.991964199289214 86.220552234270144 leaf_count=95 563 2437 internal_value=0 -1.28675e-05 internal_weight=0 152.213 internal_count=3095 3000 is_linear=0 shrinkage=0.000400217 Tree=4892 num_leaves=3 num_cat=0 split_feature=52 376 split_gain=5.15096 4.87266 threshold=-0.41845999999999994 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020837973438933639 0.00059087165394986136 0.014605105279391573 leaf_weight=4.2692526883183737 142.57396761229029 11.033143209642729 leaf_count=293 2605 150 internal_value=0 0.00160738 internal_weight=0 153.607 internal_count=3048 2755 is_linear=0 shrinkage=0.0204111 Tree=4893 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=5.74842 5.43678 threshold=0.27266500000000005 -0.12077499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00012482464697444363 -0.0004977052377821917 -6.519747639283209e-05 leaf_weight=30.332679751096293 4.142385894781909 115.97451283665578 leaf_count=317 54 2711 internal_value=0 -2.57364e-05 internal_weight=0 146.307 internal_count=3082 3028 is_linear=0 shrinkage=0.000400217 Tree=4894 num_leaves=4 num_cat=0 split_feature=158 1 3 split_gain=3.89728 5.56846 4.08232 threshold=0.084965000000000027 0.098395000000000024 -0.097724999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013903843776960826 -0.0004495242356024125 0.00013132729541305197 -1.3306299573942819e-05 leaf_weight=37.837065893923864 6.5845149957895028 4.3000090591376647 109.31154686585796 leaf_count=398 219 113 2377 internal_value=0 -0.000221054 2.59428e-05 internal_weight=0 10.8845 147.149 internal_count=3107 332 2775 is_linear=0 shrinkage=0.000400217 Tree=4895 num_leaves=4 num_cat=0 split_feature=13 2 13 split_gain=4.60603 4.42243 4.07886 threshold=-0.17030499999999998 0.14744000000000002 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0081494559162143005 -0.0026069984338388725 0.015855817360096905 0.014450428520606443 leaf_weight=4.2856586263515082 128.24877111142996 5.5318567079375489 13.864038470434023 leaf_count=41 2785 91 137 internal_value=0 -0.00183094 0.00909671 internal_weight=0 133.781 18.1497 internal_count=3054 2876 178 is_linear=0 shrinkage=0.0204111 Tree=4896 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=5.37179 8.88195 4.98064 threshold=0.076845000000000011 -0.059114999999999994 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029931564522569284 -9.4181840210523767e-05 5.3904299244806219e-05 8.2187267103867132e-05 leaf_weight=25.352928669766698 39.196332864812575 20.595763308374444 73.694384510570671 leaf_count=1411 758 163 770 internal_value=0 -0.000141244 2.09182e-05 internal_weight=0 45.9487 112.891 internal_count=3102 1574 1528 is_linear=0 shrinkage=0.000400217 Tree=4897 num_leaves=4 num_cat=0 split_feature=2 2 49 split_gain=3.90786 7.03371 1.01016 threshold=-0.14169499999999999 -0.074699999999999989 -0.0093449999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042697135250576297 -0.00047453852058030146 -3.2562605280891443e-06 0.00013126300061648777 leaf_weight=3.5192099290434271 5.143663566093891 145.54982554494927 4.0725117786787441 leaf_count=33 47 2972 55 internal_value=0 -1.96831e-05 0.000272555 internal_weight=0 150.693 7.59172 internal_count=3107 3019 88 is_linear=0 shrinkage=0.000400217 Tree=4898 num_leaves=4 num_cat=0 split_feature=376 3 43 split_gain=5.9228 4.86503 2.39566 threshold=0.048375000000000008 -0.15490999999999996 -0.11242499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016366592243982349 -0.00011910754508221181 -7.2277584851585075e-05 0.00032827031731211346 leaf_weight=15.647011211549396 2.309735530987381 125.48529216261522 9.899904497782698 leaf_count=201 14 2756 151 internal_value=0 -4.60101e-05 0.000243325 internal_weight=0 141.132 12.2096 internal_count=3122 2957 165 is_linear=0 shrinkage=0.000400217 Tree=4899 num_leaves=4 num_cat=0 split_feature=403 133 15 split_gain=3.80069 3.78235 2.05881 threshold=-0.088654999999999984 -0.26577499999999993 -0.17159499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017267798739768775 -0.021500775552531552 0.0013373170292076966 -0.021667606979594543 leaf_weight=0.561554196756333 2.9718357907840973 149.031307484227 4.4405068384512552 leaf_count=15 182 2519 387 internal_value=0 0.000875309 -0.0170142 internal_weight=0 152.003 5.00206 internal_count=3103 2701 402 is_linear=0 shrinkage=0.0204111 Tree=4900 num_leaves=3 num_cat=0 split_feature=1374 1 split_gain=5.52329 5.00528 threshold=-0.094679999999999986 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046305941729491475 -2.9469311319291922e-05 0.00027579189657660072 leaf_weight=4.3508684746921054 145.35672445951059 9.0325771173229423 leaf_count=51 2927 170 internal_value=0 -1.1423e-05 internal_weight=0 154.389 internal_count=3148 3097 is_linear=0 shrinkage=0.000400217 Tree=4901 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=3.96809 4.52148 threshold=-1.0000000180025095e-35 0.086635000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021972042631815677 -0.0062605717224681308 0.0013644888618226712 leaf_weight=3.0385696334997183 48.524192968274292 96.955611970523023 leaf_count=87 1203 1773 internal_value=0 -0.00118168 internal_weight=0 145.48 internal_count=3063 2976 is_linear=0 shrinkage=0.0204111 Tree=4902 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=4.36638 12.2606 5.40319 threshold=0.0066850000000000008 -0.00076499999999999995 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012468624463013046 0.0069768398572818214 -0.021157335165513037 -0.015105390527321265 leaf_weight=78.946798079472501 60.095328216273629 11.568365779996382 4.8952299430966368 leaf_count=2033 814 196 47 internal_value=0 -0.00163913 0.00529044 internal_weight=0 90.5152 64.9906 internal_count=3090 2229 861 is_linear=0 shrinkage=0.0204111 Tree=4903 num_leaves=4 num_cat=0 split_feature=1447 52 159 split_gain=4.12376 4.72575 2.27954 threshold=-0.086059999999999984 0.18879500000000002 -0.032069999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.4569735227377065e-05 -2.8347296312168891e-05 -0.00032932376785499364 0.00071348402153482591 leaf_weight=1.8849068191702829 139.31492283921398 8.7797440810099925 1.6422893443959754 leaf_count=72 2636 335 29 internal_value=0 -4.64259e-05 0.000384852 internal_weight=0 148.095 3.5272 internal_count=3072 2971 101 is_linear=0 shrinkage=0.000400217 Tree=4904 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=4.17428 4.46737 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020792399958180014 0.029547782839914039 0.00019382147056674152 leaf_weight=3.7780678910930865 2.0802270602434865 147.13259513435332 leaf_count=278 25 2815 internal_value=0 0.000624904 internal_weight=0 149.213 internal_count=3118 2840 is_linear=0 shrinkage=0.0204111 Tree=4905 num_leaves=4 num_cat=0 split_feature=482 33 51 split_gain=3.68303 3.69532 0.0266069 threshold=0.10022500000000002 -1.0000000180025095e-35 0.09624000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018290425954026458 -0.018657693551524232 0.00091746137123858355 -0.028940041184872419 leaf_weight=4.1788642867468289 1.6081826206500403 151.61240784884285 0.99020655610365782 leaf_count=48 99 2961 15 internal_value=0 0.000389473 -0.0236098 internal_weight=0 155.791 2.59839 internal_count=3123 3009 114 is_linear=0 shrinkage=0.0204111 Tree=4906 num_leaves=4 num_cat=0 split_feature=43 13 1 split_gain=4.8372 6.23777 4.92341 threshold=-0.19537999999999997 0.16421000000000002 0.085880000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.025408875467374116 -0.0070402703389342916 -0.0012004175649346497 0.0011356490417363326 leaf_weight=6.4579894330818197 47.003156685306749 8.2940813113236782 87.920377056580037 leaf_count=51 1627 144 1263 internal_value=0 0.0105519 -0.00171606 internal_weight=0 14.7521 134.924 internal_count=3085 195 2890 is_linear=0 shrinkage=0.0204111 Tree=4907 num_leaves=4 num_cat=0 split_feature=484 156 150 split_gain=4.37404 4.62202 3.65603 threshold=-0.0048899999999999994 0.11896500000000002 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017004576360578484 0.0033516192682248903 -0.025309531374345561 0.012176265927784369 leaf_weight=8.176556318321671 143.28085223683593 2.2722666641348033 2.1936135096475473 leaf_count=451 2498 96 19 internal_value=0 0.00288507 -0.0107678 internal_weight=0 145.553 10.3702 internal_count=3064 2594 470 is_linear=0 shrinkage=0.0204111 Tree=4908 num_leaves=4 num_cat=0 split_feature=376 133 42 split_gain=4.13277 4.32737 1.58549 threshold=0.048375000000000008 0.10635000000000001 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037229115845439497 -0.00035960158643083578 -0.018415947381697193 0.016486610017708066 leaf_weight=135.84100358570868 3.1402168539352706 5.1946329450438489 8.8293823010753822 leaf_count=2514 19 408 145 internal_value=0 -0.000333778 0.0121046 internal_weight=0 141.036 11.9696 internal_count=3086 2922 164 is_linear=0 shrinkage=0.0204111 Tree=4909 num_leaves=4 num_cat=0 split_feature=484 456 160 split_gain=5.2893 5.70533 3.03333 threshold=-0.0048899999999999994 0.087055000000000007 0.51348500000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033681127492783539 5.5882169631190358e-05 -0.00036461817403801743 0.00027465534091373491 leaf_weight=9.102088185536557 139.86301333132724 5.2554947580210856 1.4264165956410568 leaf_count=423 2479 94 41 internal_value=0 4.03843e-05 -0.000251951 internal_weight=0 145.119 10.5285 internal_count=3037 2573 464 is_linear=0 shrinkage=0.000400217 Tree=4910 num_leaves=4 num_cat=0 split_feature=39 3 1 split_gain=4.49138 5.29244 4.40939 threshold=0.0047850000000000011 -0.10643499999999999 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0049853467682659143 -0.0071933942245885549 -0.0048914188066371354 0.012048540412615107 leaf_weight=30.065428901929408 6.6444021288771209 90.041542100480001 18.775850830832496 leaf_count=375 75 2334 299 internal_value=0 -0.00241671 0.00700955 internal_weight=0 120.107 25.4203 internal_count=3083 2709 374 is_linear=0 shrinkage=0.0204111 Tree=4911 num_leaves=4 num_cat=0 split_feature=4 4 453 split_gain=4.59512 10.3875 6.69649 threshold=0.0064450000000000011 -0.0017949999999999999 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7889226717732772e-06 0.00012029792701829831 -0.00040026827946552918 -0.00040129288553650624 leaf_weight=76.919932967008208 64.090347362609464 11.635143799539945 4.0921912939520544 leaf_count=2014 859 210 31 internal_value=0 -4.97381e-05 8.83864e-05 internal_weight=0 88.5551 68.1825 internal_count=3114 2224 890 is_linear=0 shrinkage=0.000400217 Tree=4912 num_leaves=4 num_cat=0 split_feature=4 4 12 split_gain=5.69868 4.67405 2.9124 threshold=-0.49367499999999992 -0.078079999999999997 -0.076464999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.1380650945209704e-05 0.00013016288911116278 -3.596911246174177e-05 -0.00047625438110409729 leaf_weight=1.8512782379984853 35.293720544563257 115.87775715550379 6.0394357822369775 leaf_count=15 829 2128 138 internal_value=0 2.88504e-06 -0.000343664 internal_weight=0 151.171 7.89071 internal_count=3110 2957 153 is_linear=0 shrinkage=0.000400217 Tree=4913 num_leaves=4 num_cat=0 split_feature=159 159 4 split_gain=5.23656 5.17399 3.73091 threshold=-0.032069999999999994 -0.027939999999999996 0.62796500000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035842286386767824 0.00070742128451903319 1.5345180743252003e-05 0.00044431912982409265 leaf_weight=8.8428334060154121 1.6393894771463227 144.37936448823893 0.93899885378778059 leaf_count=404 9 2643 9 internal_value=0 2.36514e-05 -0.000277208 internal_weight=0 146.019 9.78183 internal_count=3065 2652 413 is_linear=0 shrinkage=0.000400217 Tree=4914 num_leaves=3 num_cat=0 split_feature=1373 156 split_gain=4.40882 4.44706 threshold=-1.0000000180025095e-35 0.11896500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02743189292225422 0.0016134139976844845 -0.026030759586592043 leaf_weight=2.1670863907784215 150.27906285771314 2.352328125445637 leaf_count=23 2996 92 internal_value=0 0.0011686 internal_weight=0 152.631 internal_count=3111 3088 is_linear=0 shrinkage=0.0204111 Tree=4915 num_leaves=4 num_cat=0 split_feature=42 156 484 split_gain=4.33868 5.23167 4.8498 threshold=-1.0000000180025095e-35 0.088820000000000024 0.080390000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01391604685431873 0.0019764050060839251 -0.012508459555481199 0.011884812587669489 leaf_weight=17.006773314205933 117.2628161211469 11.285321816336362 3.5990876841678974 leaf_count=780 1958 275 55 internal_value=0 0.000694991 -0.00936971 internal_weight=0 128.548 20.6059 internal_count=3068 2233 835 is_linear=0 shrinkage=0.0204111 Tree=4916 num_leaves=4 num_cat=0 split_feature=14 147 2 split_gain=4.08534 3.73354 0.761315 threshold=0.073890000000000011 -1.0000000180025095e-35 0.095525000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047995254970779416 -0.00050422856702640924 3.1788854541798476e-05 -0.00012090902246619766 leaf_weight=2.2063249500934026 2.6217031577543817 153.40586393092235 1.3174985495570579 leaf_count=32 86 2968 22 internal_value=0 2.41933e-05 -0.000382909 internal_weight=0 155.612 3.9392 internal_count=3108 3000 108 is_linear=0 shrinkage=0.000400217 Tree=4917 num_leaves=4 num_cat=0 split_feature=128 14 2 split_gain=4.99946 4.22682 0.431051 threshold=0.081680000000000016 0.077685000000000018 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018556337463287306 -0.024014297653878414 -0.022134703003751869 -0.0056895952940246462 leaf_weight=142.63925691360055 3.4376865767553673 3.0150800195988259 0.72723622655030329 leaf_count=2792 201 90 24 internal_value=0 0.00134241 -0.0210473 internal_weight=0 145.654 4.16492 internal_count=3107 2882 225 is_linear=0 shrinkage=0.0204111 Tree=4918 num_leaves=4 num_cat=0 split_feature=3 13 2 split_gain=4.12693 5.04825 3.81045 threshold=0.17769000000000004 -0.5318799999999998 0.12250500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0023608554844246244 -0.0075603130448229708 0.021545748822422269 0.0081840820720791001 leaf_weight=123.11322471217136 3.668039595708251 7.2783362618647498 16.036919345497154 leaf_count=2713 35 119 232 internal_value=0 0.0118148 -0.00113996 internal_weight=0 10.9464 139.15 internal_count=3099 154 2945 is_linear=0 shrinkage=0.0204111 Tree=4919 num_leaves=4 num_cat=0 split_feature=43 3 474 split_gain=3.81786 6.5385 5.56541 threshold=-0.07440999999999999 -0.078644999999999979 0.084655000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.8972495361466533e-05 -7.9891682344447869e-05 0.00024204251662721622 0.00021167285514237547 leaf_weight=29.016117744999065 84.967563950973272 24.273629425093532 11.85172965453239 leaf_count=842 1715 384 157 internal_value=0 8.92697e-05 -4.39977e-05 internal_weight=0 53.2897 96.8193 internal_count=3098 1226 1872 is_linear=0 shrinkage=0.000400217 Tree=4920 num_leaves=4 num_cat=0 split_feature=52 42 52 split_gain=4.02108 5.66279 4.6086 threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.092854999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.2436165582409151e-05 -0.00031646865598466387 -2.2763459444237916e-05 0.00018788626317434753 leaf_weight=26.999449750073836 11.868418620688315 86.13677522384387 28.527914580568904 leaf_count=609 645 1499 328 internal_value=0 -5.86517e-05 7.6035e-05 internal_weight=0 98.0052 55.5274 internal_count=3081 2144 937 is_linear=0 shrinkage=0.000400217 Tree=4921 num_leaves=4 num_cat=0 split_feature=14 3 52 split_gain=4.17792 4.29944 0.207917 threshold=0.077685000000000018 0.17769000000000004 -0.059794999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5401520758157401e-06 -0.00026199612435678167 0.00026784710466199325 -0.00052297596544058215 leaf_weight=143.29053643575753 1.1561292289406995 9.8908554883673769 2.0377572244033209 leaf_count=2868 38 150 57 internal_value=0 1.4166e-05 -0.000440579 internal_weight=0 153.181 3.19389 internal_count=3113 3018 95 is_linear=0 shrinkage=0.000400217 Tree=4922 num_leaves=4 num_cat=0 split_feature=3 3 49 split_gain=4.42041 8.05997 2.90374 threshold=-0.10643499999999999 -0.078644999999999979 -0.067929999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035630133460212373 -0.00026242482262126004 4.9286370324125152e-07 5.7243539994925742e-05 leaf_weight=6.250649833935312 22.967048099679232 97.892834173158917 28.830289779813029 leaf_count=36 1317 1384 358 internal_value=0 -4.96661e-05 0.000111493 internal_weight=0 120.86 35.0809 internal_count=3095 2701 394 is_linear=0 shrinkage=0.000400217 Tree=4923 num_leaves=4 num_cat=0 split_feature=3 484 16 split_gain=4.3502 4.82898 3.15134 threshold=0.17769000000000004 -0.0048899999999999994 -0.24404999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027003058842412853 0.00056697854199717782 5.2901601586084834e-06 0.00010359758691325334 leaf_weight=10.990298417782467 3.2301857727579764 126.06804959395231 8.1593457877170277 leaf_count=479 59 2430 95 internal_value=0 -1.69894e-05 0.000239257 internal_weight=0 137.058 11.3895 internal_count=3063 2909 154 is_linear=0 shrinkage=0.000400217 Tree=4924 num_leaves=4 num_cat=0 split_feature=51 157 42 split_gain=3.635 5.96789 5.79049 threshold=-0.09021499999999999 -0.077384999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035900168891701899 -0.00026397605442923691 -3.7218721042401562e-05 -3.8055865728169739e-06 leaf_weight=10.547018165001647 15.389576527493771 14.157720789313315 118.07804109131393 leaf_count=80 747 326 1950 internal_value=0 0.000132793 -3.40008e-05 internal_weight=0 24.7047 133.468 internal_count=3103 406 2697 is_linear=0 shrinkage=0.000400217 Tree=4925 num_leaves=3 num_cat=0 split_feature=4 42 split_gain=4.55886 4.11442 threshold=0.51074000000000008 0.085585000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019792300406414384 0.021283108076170051 -0.0058238439302939413 leaf_weight=109.78856336145691 4.195450341620016 37.734829187371361 leaf_count=1780 150 1188 internal_value=0 -1.96119e-05 internal_weight=0 147.523 internal_count=3118 2968 is_linear=0 shrinkage=0.0204111 Tree=4926 num_leaves=4 num_cat=0 split_feature=1213 1456 475 split_gain=5.66475 4.19481 2.06437 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.084374999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003265534189772749 1.0585491141684008e-05 -0.00037516337659888172 -0.00045174427648494715 leaf_weight=0.52131410036236037 140.72641637545894 4.55298465953092 5.8660192370152791 leaf_count=5 2396 249 468 internal_value=0 -1.7833e-06 -0.000383691 internal_weight=0 145.279 6.38733 internal_count=3118 2645 473 is_linear=0 shrinkage=0.000400217 Tree=4927 num_leaves=4 num_cat=0 split_feature=2 2 2 split_gain=5.11773 9.17699 5.74173 threshold=0.086635000000000004 0.086935000000000012 0.084695000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0044124123793548393 0.038019104030302481 2.096111803372666e-06 -0.025817382797487489 leaf_weight=44.198578723087849 2.6073735188401761 97.172148583245871 5.8214209375873898 leaf_count=1010 37 1776 266 internal_value=0 0.00103703 -0.00695566 internal_weight=0 99.7795 50.02 internal_count=3089 1813 1276 is_linear=0 shrinkage=0.0204111 Tree=4928 num_leaves=3 num_cat=0 split_feature=1375 158 split_gain=4.60909 3.7296 threshold=-0.43271999999999994 0.11015500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029664233886592728 0.00080722016993771666 -0.021640872271502635 leaf_weight=2.0487683528917833 152.22698683939961 3.0352018588309866 leaf_count=17 2939 148 internal_value=0 0.000353106 internal_weight=0 155.262 internal_count=3104 3087 is_linear=0 shrinkage=0.0204111 Tree=4929 num_leaves=4 num_cat=0 split_feature=4 48 16 split_gain=4.21406 6.13607 5.75915 threshold=0.27150500000000005 0.12264000000000001 -0.35377499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003271097416260516 0.00020567232636336567 -0.00042748638334001797 -1.5957279114903821e-05 leaf_weight=10.31633976602461 22.409111735760238 2.6457546297460786 110.54292426548636 leaf_count=138 344 25 2578 internal_value=0 0.000137207 -4.27949e-05 internal_weight=0 25.0549 120.859 internal_count=3085 369 2716 is_linear=0 shrinkage=0.000400217 Tree=4930 num_leaves=4 num_cat=0 split_feature=1456 1375 12 split_gain=5.57348 5.0375 0.698081 threshold=1.0000000180025095e-35 -0.43271999999999994 -0.073119999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005640615228684028 4.744937109183658e-05 2.9626868916373668e-05 -0.00046816358566083857 leaf_weight=2.2137300036847583 0.4442160696198697 146.42594952016225 4.2155821474807444 leaf_count=14 6 2761 263 internal_value=0 2.0367e-05 -0.00041905 internal_weight=0 148.64 4.6598 internal_count=3044 2775 269 is_linear=0 shrinkage=0.000400217 Tree=4931 num_leaves=3 num_cat=0 split_feature=453 156 split_gain=3.57868 3.47768 threshold=0.10963500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00041858571589245037 -0.00050673760475038784 2.024694684005634e-05 leaf_weight=2.8355370484059668 2.0465432601049534 155.33219234109129 leaf_count=158 16 2905 internal_value=0 1.20893e-05 internal_weight=0 158.168 internal_count=3079 3063 is_linear=0 shrinkage=0.000400217 Tree=4932 num_leaves=3 num_cat=0 split_feature=1456 52 split_gain=5.2712 3.73577 threshold=-1.0000000180025095e-35 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02200274078007022 -0.020519505521124994 0.00056617452585001568 leaf_weight=4.5437373092427142 3.4755564760707776 144.30359304940066 leaf_count=294 247 2547 internal_value=0 5.51094e-05 internal_weight=0 147.779 internal_count=3088 2794 is_linear=0 shrinkage=0.0204111 Tree=4933 num_leaves=4 num_cat=0 split_feature=14 1444 147 split_gain=4.62916 4.20387 0.609196 threshold=0.073890000000000011 -0.084559999999999982 0.085530000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.029591821894079284 -0.015416507162066745 -0.00037015925479240381 -0.034080152051583726 leaf_weight=1.8655956726288412 2.2900064011919308 144.72076905622816 1.3126462607178835 leaf_count=21 94 2921 14 internal_value=0 3.346e-05 -0.023039 internal_weight=0 146.586 3.60265 internal_count=3050 2942 108 is_linear=0 shrinkage=0.0204111 Tree=4934 num_leaves=3 num_cat=0 split_feature=2 483 split_gain=5.97942 3.66463 threshold=-0.58149499999999998 0.097880000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.12770885380927999 0.00054398330511915688 -0.018502488625913815 leaf_weight=0.041009616106747582 139.18509113420441 4.2277011080732327 leaf_count=1 2870 165 internal_value=0 -3.14886e-05 internal_weight=0 143.413 internal_count=3036 3035 is_linear=0 shrinkage=0.0204111 Tree=4935 num_leaves=4 num_cat=0 split_feature=4 48 15 split_gain=4.68631 6.18636 5.62497 threshold=0.27150500000000005 0.12933000000000003 -0.095604999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022960945392169242 0.00021306658317372099 -0.00041523532239623532 -5.0651392268129939e-06 leaf_weight=21.451300763641484 22.722196367569271 2.7155751418322316 104.34290418914316 leaf_count=334 356 22 2345 internal_value=0 0.000144467 -4.35261e-05 internal_weight=0 25.4378 125.794 internal_count=3057 378 2679 is_linear=0 shrinkage=0.000400217 Tree=4936 num_leaves=4 num_cat=0 split_feature=15 1 52 split_gain=7.42169 5.91846 4.99667 threshold=0.079530000000000017 0.11026000000000001 -0.048794999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.005276456845076263 -0.020246809549982873 0.0055813587281742369 -0.0029263947239228545 leaf_weight=51.196836999850348 13.747829331259711 4.9841414035763583 77.809985693515046 leaf_count=815 1088 52 1108 internal_value=0 -0.0133822 0.00033069 internal_weight=0 18.732 129.007 internal_count=3063 1140 1923 is_linear=0 shrinkage=0.0204111 Tree=4937 num_leaves=4 num_cat=0 split_feature=160 33 4 split_gain=5.62976 5.07061 3.18252 threshold=-0.15845999999999996 -1.0000000180025095e-35 0.39813000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023867324126710041 -0.02365040678746538 0.0016316058474881018 0.016546382746291007 leaf_weight=5.5957985428249222 3.2717630625702432 142.25601557541086 0.86513664422091086 leaf_count=302 37 2720 53 internal_value=0 0.00104547 -0.0182661 internal_weight=0 145.528 6.46094 internal_count=3112 2757 355 is_linear=0 shrinkage=0.0204111 Tree=4938 num_leaves=3 num_cat=0 split_feature=52 1213 split_gain=4.63728 4.30688 threshold=-0.42985499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040878413779658321 -0.0002921104742251806 3.5012585799239828e-05 leaf_weight=4.0331011475645928 6.6383079918596186 143.41720283293398 leaf_count=293 461 2361 internal_value=0 2.0334e-05 internal_weight=0 150.056 internal_count=3115 2822 is_linear=0 shrinkage=0.000400217 Tree=4939 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=3.50077 3.73458 threshold=0.090240000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01017664904099643 -0.017003277486362989 0.0016880403641828809 leaf_weight=11.962389880027329 4.7071263728139447 130.54108721696684 leaf_count=719 60 2250 internal_value=0 0.000684857 internal_weight=0 142.503 internal_count=3029 2969 is_linear=0 shrinkage=0.0204111 Tree=4940 num_leaves=4 num_cat=0 split_feature=1213 2 475 split_gain=4.3026 5.04419 4.13693 threshold=-1.0000000180025095e-35 -0.58149499999999998 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043914776596191339 -0.0021228907192226629 2.1273860496411662e-05 -0.00043930091004696167 leaf_weight=0.91749203205108631 0.063985075801609947 150.25483300323685 5.6082629657175849 leaf_count=2 2 2634 469 internal_value=0 1.87818e-05 -0.000310471 internal_weight=0 150.319 6.52575 internal_count=3107 2636 471 is_linear=0 shrinkage=0.000400217 Tree=4941 num_leaves=4 num_cat=0 split_feature=43 160 13 split_gain=4.09321 7.25089 6.10852 threshold=-0.07440999999999999 -1.0000000180025095e-35 -0.10939499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011813183199162556 0.00013679449825585227 0.00019442390595028066 -8.6728575791241238e-05 leaf_weight=16.64629789134051 26.256654230644926 40.947295227553695 76.018362451919529 leaf_count=496 262 733 1595 internal_value=0 0.000104032 -2.92576e-05 internal_weight=0 57.5936 102.275 internal_count=3086 1229 1857 is_linear=0 shrinkage=0.000400217 Tree=4942 num_leaves=4 num_cat=0 split_feature=4 52 124 split_gain=5.22195 3.79589 2.89917 threshold=-0.49977499999999991 0.17160000000000003 -0.027784999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.4209229835980917e-05 3.0285470716654327e-05 -0.00021870985794965884 -0.00048286548090109273 leaf_weight=2.134145675227046 135.53391085031035 10.459304735464682 5.3461111991200587 leaf_count=17 2597 357 123 internal_value=0 1.22929e-05 -0.000328138 internal_weight=0 145.993 7.48026 internal_count=3094 2954 140 is_linear=0 shrinkage=0.000400217 Tree=4943 num_leaves=4 num_cat=0 split_feature=3 12 40 split_gain=3.44518 3.82053 3.41755 threshold=0.17769000000000004 -0.054684999999999991 -0.08347499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014186376648146471 -0.0046975040796185521 0.020861236709924558 -0.00058518474599040626 leaf_weight=6.7506038255523881 3.6548861893825233 6.9913324866211024 132.62568191537139 leaf_count=122 64 83 2823 internal_value=0 0.0121293 0.00014108 internal_weight=0 10.6462 139.376 internal_count=3092 147 2945 is_linear=0 shrinkage=0.0204111 Tree=4944 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=4.27466 8.22642 6.77123 threshold=0.10100500000000003 -0.080934999999999993 0.10178500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.305122565679875e-05 0.00016974026024149956 -0.00016593390723453581 -0.00010731767390644584 leaf_weight=32.904981569292431 35.665275310049765 59.636215449405427 23.253651718754554 leaf_count=726 546 1564 241 internal_value=0 -7.74086e-05 6.03971e-05 internal_weight=0 92.5412 58.9189 internal_count=3077 2290 787 is_linear=0 shrinkage=0.000400217 Tree=4945 num_leaves=3 num_cat=0 split_feature=454 38 split_gain=4.01639 4.16306 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037100747965722694 4.0744475916609203e-05 -0.00025638341523932551 leaf_weight=4.0971310068853191 144.96244946314255 7.85672427562531 leaf_count=70 2934 75 internal_value=0 2.5292e-05 internal_weight=0 152.819 internal_count=3079 3009 is_linear=0 shrinkage=0.000400217 Tree=4946 num_leaves=3 num_cat=0 split_feature=10 11 split_gain=4.24205 4.15284 threshold=0.08302000000000001 0.088315000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.3753511640170251e-05 0.019875809129682467 -0.0172700584011726 leaf_weight=139.50573215902841 4.1495158928446463 5.987478651222772 leaf_count=2949 76 99 internal_value=0 -0.00078458 internal_weight=0 145.493 internal_count=3124 3048 is_linear=0 shrinkage=0.0204111 Tree=4947 num_leaves=4 num_cat=0 split_feature=42 156 151 split_gain=4.33877 7.21316 4.30497 threshold=-1.0000000180025095e-35 0.050840000000000003 -0.40941499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013808462590135726 -0.018744942642664551 0.014222759859411953 0.0033231197142699971 leaf_weight=16.193009803202589 3.6816136467969036 4.8972522365511386 127.94076653433149 leaf_count=769 69 68 2179 internal_value=0 -0.00725875 0.00269045 internal_weight=0 21.0903 131.622 internal_count=3085 837 2248 is_linear=0 shrinkage=0.0204111 Tree=4948 num_leaves=4 num_cat=0 split_feature=4 150 48 split_gain=5.14907 6.26939 5.76292 threshold=0.27150500000000005 -0.097334999999999991 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037032598230228754 0.00021515041254167245 -6.7516901467338895e-05 -0.00040276167475788668 leaf_weight=5.3740643938072017 22.70011119032279 116.49297937294614 2.60043691843748 leaf_count=43 347 2625 22 internal_value=0 -4.78868e-05 0.000150146 internal_weight=0 121.867 25.3005 internal_count=3037 2668 369 is_linear=0 shrinkage=0.000400217 Tree=4949 num_leaves=4 num_cat=0 split_feature=13 13 42 split_gain=4.16041 5.71988 4.34696 threshold=-0.10462499999999998 0.11001000000000001 0.083855000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013815450622804178 -0.0011893698086465226 0.011319786347291255 -0.0031587816578443578 leaf_weight=22.165390351670798 103.36901699806185 17.745004343858454 8.7054139185929653 leaf_count=204 2559 226 120 internal_value=0 0.00065217 0.00903468 internal_weight=0 121.114 30.8708 internal_count=3109 2785 324 is_linear=0 shrinkage=0.0204111 Tree=4950 num_leaves=3 num_cat=0 split_feature=133 457 split_gain=4.34346 3.95257 threshold=-0.39935999999999994 0.53894500000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025415774369269936 0.0018246699025524526 -0.024558951170977322 leaf_weight=2.4459481903249971 148.80438994350698 2.2921564280986777 leaf_count=149 2905 14 internal_value=0 0.00140654 internal_weight=0 151.097 internal_count=3068 2919 is_linear=0 shrinkage=0.0204111 Tree=4951 num_leaves=3 num_cat=0 split_feature=15 402 split_gain=3.29302 3.18221 threshold=0.24290000000000003 0.088090000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012745846648145468 -0.025567474737548598 -0.014038882725020673 leaf_weight=145.82749683276779 1.9056222520011932 5.7695718451868734 leaf_count=2726 24 309 internal_value=0 0.000681844 internal_weight=0 151.597 internal_count=3059 3035 is_linear=0 shrinkage=0.0204111 Tree=4952 num_leaves=4 num_cat=0 split_feature=1 12 4 split_gain=6.01062 7.57008 4.68207 threshold=1.0000000180025095e-35 0.085265000000000021 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019071130525115051 -0.011727124571847663 -0.001084123892381229 0.0031896871022107764 leaf_weight=14.576453275454694 9.5219452134333533 29.025534072781738 97.445777657354483 leaf_count=422 183 1152 1342 internal_value=0 -0.00713075 0.00185096 internal_weight=0 43.602 106.968 internal_count=3099 1574 1525 is_linear=0 shrinkage=0.0204111 Tree=4953 num_leaves=4 num_cat=0 split_feature=12 3 12 split_gain=4.60249 10.2005 4.74213 threshold=0.085685000000000025 0.143375 0.085205000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.1084705833246515e-05 -0.00015594284290584311 0.00041541531891473493 0.00049838349253984271 leaf_weight=93.601706094494148 48.440986180037726 5.4721755268983534 3.5017903355765148 leaf_count=1192 1743 24 79 internal_value=0 -9.72093e-05 4.84913e-05 internal_weight=0 53.9132 97.1035 internal_count=3038 1767 1271 is_linear=0 shrinkage=0.000400217 Tree=4954 num_leaves=4 num_cat=0 split_feature=0 48 13 split_gain=4.66725 11.6547 5.98616 threshold=-0.10726999999999999 0.12879500000000002 -0.23862999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.006498973677524539 0.014586167536479035 -0.026429162638268607 -0.0047370562829728412 leaf_weight=60.201572199293878 7.1708732873667023 4.7273110307869493 80.898397303899401 leaf_count=541 68 37 2464 internal_value=0 0.00406019 -0.00314718 internal_weight=0 64.9289 88.0693 internal_count=3110 578 2532 is_linear=0 shrinkage=0.0204111 Tree=4955 num_leaves=3 num_cat=0 split_feature=2 11 split_gain=4.32318 5.4005 threshold=-0.16649999999999998 0.088315000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038622059177217271 4.0240498041401273e-05 -0.00033947335714850773 leaf_weight=5.3744020159356287 144.52638385466707 6.1476328106364226 leaf_count=62 2927 96 internal_value=0 2.45073e-05 internal_weight=0 150.674 internal_count=3085 3023 is_linear=0 shrinkage=0.000400217 Tree=4956 num_leaves=4 num_cat=0 split_feature=128 474 1 split_gain=4.02338 4.1418 0.654115 threshold=0.085185000000000025 -1.0000000180025095e-35 0.11163000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02558960235576899 -0.023949636949346161 0.0014020427382914369 -0.0054350985548557882 leaf_weight=2.295428692130371 3.0200048058613893 146.80743927983713 1.1717590065672991 leaf_count=120 187 2764 29 internal_value=0 0.000967618 -0.0190502 internal_weight=0 149.103 4.19176 internal_count=3100 2884 216 is_linear=0 shrinkage=0.0204111 Tree=4957 num_leaves=3 num_cat=0 split_feature=158 482 split_gain=3.56523 3.17833 threshold=0.10858500000000001 0.10022500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.2720721556649903e-05 -0.00041386660937624335 -0.0004633829608875222 leaf_weight=145.95156071981182 3.2093915359437224 2.1690076597733414 leaf_count=2845 154 103 internal_value=0 5.40413e-06 internal_weight=0 148.121 internal_count=3102 2948 is_linear=0 shrinkage=0.000400217 Tree=4958 num_leaves=4 num_cat=0 split_feature=4 11 47 split_gain=6.34395 6.2561 5.11808 threshold=0.27150500000000005 0.080455000000000013 0.11939500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.3188646398794364e-06 0.00026354222270533894 -0.00043953552543721014 -0.00027877084903900345 leaf_weight=121.11335396439245 21.966621633036997 5.4468587255687444 3.0971923740580669 leaf_count=2539 340 139 23 internal_value=0 -2.43785e-05 0.000195586 internal_weight=0 126.56 25.0638 internal_count=3041 2678 363 is_linear=0 shrinkage=0.000400217 Tree=4959 num_leaves=4 num_cat=0 split_feature=0 2 0 split_gain=3.61375 7.00707 6.87619 threshold=-0.10726999999999999 0.083350000000000021 -0.074479999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017650230830891466 -0.009072719927738393 0.0011026948708217986 0.0026581905422916872 leaf_weight=13.401818158687091 33.325781139057653 50.585977756883949 55.058535970107187 leaf_count=88 1612 459 921 internal_value=0 0.00459324 -0.00177089 internal_weight=0 63.9878 88.3843 internal_count=3080 547 2533 is_linear=0 shrinkage=0.0204111 Tree=4960 num_leaves=4 num_cat=0 split_feature=1456 13 3 split_gain=4.52311 3.84612 0.940526 threshold=-1.0000000180025095e-35 0.15312500000000004 -0.15442999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.006838216507771078 0.0018912563787692916 -0.010274409323558116 -0.021142032908613408 leaf_weight=0.50617122277617443 130.16700871174544 11.69634636142291 4.6811511744963346 leaf_count=5 2588 181 298 internal_value=0 0.00088091 -0.018325 internal_weight=0 141.863 5.18732 internal_count=3072 2769 303 is_linear=0 shrinkage=0.0204111 Tree=4961 num_leaves=4 num_cat=0 split_feature=1213 52 12 split_gain=5.70009 6.12921 0.25637 threshold=-1.0000000180025095e-35 0.17160000000000003 -0.089209999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.5060374224699519e-05 1.2636419247541462e-05 -0.00031237930868344187 -0.00043590565517653596 leaf_weight=0.33541659638285626 133.2281869299477 9.8781348923512251 5.3474183577854992 leaf_count=4 2242 373 480 internal_value=0 -1.0025e-05 -0.000414925 internal_weight=0 143.106 5.68283 internal_count=3099 2615 484 is_linear=0 shrinkage=0.000400217 Tree=4962 num_leaves=4 num_cat=0 split_feature=52 133 48 split_gain=6.25376 5.16204 4.95493 threshold=0.11379500000000002 -0.036309999999999988 0.11978500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0027959352360763796 0.02005216411108535 -0.015748769729754444 -0.012951502203280186 leaf_weight=127.23013114179048 1.8017806033531112 14.316666917307883 8.7962175841093977 leaf_count=2494 63 428 94 internal_value=0 -0.0116361 0.0017678 internal_weight=0 16.1184 136.026 internal_count=3079 491 2588 is_linear=0 shrinkage=0.0204111 Tree=4963 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=5.97443 4.49944 threshold=-0.51464499999999991 -0.13625999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00049237416507173066 6.4397736570031042e-05 -8.5321697251034841e-05 leaf_weight=3.4072447475045911 48.138655250688316 96.300745069864206 leaf_count=26 427 2621 internal_value=0 -3.54121e-05 internal_weight=0 144.439 internal_count=3074 3048 is_linear=0 shrinkage=0.000400217 Tree=4964 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=4.35817 4.709 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040973860194185339 0.00059812984915456999 -2.1241927960344095e-06 leaf_weight=4.0292077219928606 2.0123768346384159 143.62511752150021 leaf_count=281 21 2769 internal_value=0 6.62307e-06 internal_weight=0 145.637 internal_count=3071 2790 is_linear=0 shrinkage=0.000400217 Tree=4965 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=3.81041 5.1464 threshold=-1.0000000180025095e-35 0.090240000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042058457145017331 -1.9070933809191778e-08 -0.00045246447977794098 leaf_weight=3.2159840427339068 148.17179285804741 4.0273537417524485 leaf_count=23 2999 54 internal_value=0 -1.23151e-05 internal_weight=0 152.199 internal_count=3076 3053 is_linear=0 shrinkage=0.000400217 Tree=4966 num_leaves=4 num_cat=0 split_feature=12 12 1 split_gain=4.21416 4.92954 4.51174 threshold=0.10042000000000002 0.097345000000000015 0.10384000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.5691616517410654e-07 -0.00040943790463399322 0.00034727869050035288 -3.7547655516586419e-06 leaf_weight=132.12517139705596 8.05540282756556 6.7365612316061734 9.5011188602074963 leaf_count=2577 300 106 137 internal_value=0 1.62031e-05 -0.000191308 internal_weight=0 138.862 17.5565 internal_count=3120 2683 437 is_linear=0 shrinkage=0.000400217 Tree=4967 num_leaves=4 num_cat=0 split_feature=47 0 47 split_gain=4.12418 9.77702 6.80488 threshold=0.086425000000000016 -0.016814999999999997 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.4407496437467665e-05 -0.00028195645623116595 0.00035627043678226596 0.00067523721855899867 leaf_weight=120.02043846985907 22.470265562471472 4.5334463012404731 2.2243209866574025 leaf_count=2720 350 27 19 internal_value=0 -0.000173781 -1.25255e-06 internal_weight=0 27.0037 122.245 internal_count=3116 377 2739 is_linear=0 shrinkage=0.000400217 Tree=4968 num_leaves=4 num_cat=0 split_feature=14 13 2 split_gain=3.49876 3.63657 0.358323 threshold=0.077685000000000018 -0.10462499999999998 0.09302500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0079197337677176811 -0.02469751088505772 -0.00012994528361182897 -0.0093900356366956178 leaf_weight=29.077621235512197 2.0591930821829005 117.48333378633106 1.1915141455247065 leaf_count=284 80 2725 23 internal_value=0 0.00147193 -0.0195862 internal_weight=0 146.561 3.25071 internal_count=3112 3009 103 is_linear=0 shrinkage=0.0204111 Tree=4969 num_leaves=3 num_cat=0 split_feature=3 457 split_gain=5.2404 5.32948 threshold=-0.58647999999999989 0.082870000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0022403824776980504 -3.6859351840852128e-05 0.0001648912078404294 leaf_weight=0.05615644482895632 131.70783630097867 24.828479038202204 leaf_count=2 2863 251 internal_value=0 -4.76438e-06 internal_weight=0 156.536 internal_count=3116 3114 is_linear=0 shrinkage=0.000400217 Tree=4970 num_leaves=4 num_cat=0 split_feature=158 50 1 split_gain=5.7248 5.39821 4.71384 threshold=0.084965000000000027 0.086500000000000007 0.098395000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4546282047393439e-05 -0.0004882798848385414 -0.00022150718511483074 7.841121158890798e-05 leaf_weight=125.69625420148077 6.3375162292795704 12.360662939281609 3.6564654198009521 leaf_count=2186 225 544 107 internal_value=0 2.96709e-05 -0.000282375 internal_weight=0 138.057 9.99398 internal_count=3062 2730 332 is_linear=0 shrinkage=0.000400217 Tree=4971 num_leaves=4 num_cat=0 split_feature=42 1213 43 split_gain=5.91246 5.68204 0.826892 threshold=-0.10749999999999998 -1.0000000180025095e-35 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051925563137840186 -0.00036798468201438569 2.8179991292464695e-05 -0.00021216397080431234 leaf_weight=3.3414552685571834 5.9366355612146426 140.40787218613696 2.7937324242739114 leaf_count=68 431 2472 122 internal_value=0 1.18401e-05 -0.000385727 internal_weight=0 146.345 6.13519 internal_count=3093 2903 190 is_linear=0 shrinkage=0.000400217 Tree=4972 num_leaves=3 num_cat=0 split_feature=2 149 split_gain=5.57869 4.3247 threshold=-0.58149499999999998 0.10096000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0023377303050544167 1.9853094560734291e-05 -0.00050980572499399052 leaf_weight=0.050163138657807305 150.10199680671212 2.3985470645129672 leaf_count=1 3027 26 internal_value=0 1.11546e-05 internal_weight=0 152.501 internal_count=3054 3053 is_linear=0 shrinkage=0.000400217 Tree=4973 num_leaves=4 num_cat=0 split_feature=483 130 13 split_gain=4.46306 3.68865 0.589525 threshold=0.10297500000000001 0.084355000000000027 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7937892664828501e-05 -0.00022040880195268244 -0.00032834505160250001 -0.00058915185812144727 leaf_weight=148.44091105910775 1.3328498905757444 4.9842782105479264 2.0050165585707864 leaf_count=2628 101 331 24 internal_value=0 6.45706e-06 -0.000453841 internal_weight=0 153.425 3.33787 internal_count=3084 2959 125 is_linear=0 shrinkage=0.000400217 Tree=4974 num_leaves=3 num_cat=0 split_feature=9 0 split_gain=4.44559 4.44724 threshold=-1.0000000180025095e-35 -0.13338499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038860306452955158 8.7050957229003407e-05 -5.8346126113705437e-05 leaf_weight=4.5643713187891981 51.587697155948263 96.648083267187758 leaf_count=93 415 2569 internal_value=0 -7.71881e-06 internal_weight=0 148.236 internal_count=3077 2984 is_linear=0 shrinkage=0.000400217 Tree=4975 num_leaves=3 num_cat=0 split_feature=155 151 split_gain=4.45475 4.40716 threshold=0.090655000000000013 -0.52342999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02503656228781951 -0.021552045930236005 0.0022282424649178222 leaf_weight=2.4004887236515051 3.3788644959859075 147.51784183263226 leaf_count=54 175 2852 internal_value=0 0.00177332 internal_weight=0 149.918 internal_count=3081 2906 is_linear=0 shrinkage=0.0204111 Tree=4976 num_leaves=4 num_cat=0 split_feature=457 43 457 split_gain=4.42379 5.11225 3.57571 threshold=-0.0056599999999999992 -0.07440999999999999 -0.14786499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0032057907965933334 0.005365544871961443 -0.0028971580513837895 -0.019389004698519334 leaf_weight=4.2330268904333925 48.311891724493762 87.574103068123804 9.0815125563531165 leaf_count=41 1041 1799 210 internal_value=0 4.25005e-05 -0.0122387 internal_weight=0 135.886 13.3145 internal_count=3091 2840 251 is_linear=0 shrinkage=0.0204111 Tree=4977 num_leaves=4 num_cat=0 split_feature=16 48 52 split_gain=3.84335 9.00828 8.83953 threshold=-0.15068499999999999 0.081520000000000023 -0.057374999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001908275396396807 5.8442564030461619e-05 -0.00021770699603412748 -0.00016889544692847474 leaf_weight=33.210285559485783 55.285904275588109 11.570799165870993 54.109579485499125 leaf_count=422 930 99 1677 internal_value=0 8.49883e-05 -5.40619e-05 internal_weight=0 44.7811 109.395 internal_count=3128 521 2607 is_linear=0 shrinkage=0.000400217 Tree=4978 num_leaves=4 num_cat=0 split_feature=158 133 1 split_gain=4.67596 5.14692 4.61322 threshold=0.084965000000000027 0.10635000000000001 0.098395000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5965843246539419e-05 -0.00045043528747462956 -0.00035652378180640138 6.6660445945870077e-05 leaf_weight=135.66368813149893 6.5441083141195104 5.175882172145065 4.6814326869789511 leaf_count=2334 220 381 111 internal_value=0 3.09028e-05 -0.00023626 internal_weight=0 140.84 11.2255 internal_count=3046 2715 331 is_linear=0 shrinkage=0.000400217 Tree=4979 num_leaves=4 num_cat=0 split_feature=43 43 160 split_gain=5.25603 6.94327 6.57058 threshold=-0.06705499999999999 -0.00088499999999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011915162057004235 -0.00036905705544456702 -2.0724910549145635e-05 0.00017953013989903074 leaf_weight=16.404061762332276 10.16929265175713 84.635537829060922 41.31606550689321 leaf_count=530 597 1144 818 internal_value=0 -5.84802e-05 9.45784e-05 internal_weight=0 94.8048 57.7201 internal_count=3089 1741 1348 is_linear=0 shrinkage=0.000400217 Tree=4980 num_leaves=3 num_cat=0 split_feature=1373 149 split_gain=3.79279 3.8326 threshold=0.09586500000000002 0.11234000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013057179871491756 -0.026982390363242993 -0.025621318129088032 leaf_weight=147.05446867409773 1.9481132990331378 2.1237727771513155 leaf_count=3023 26 19 internal_value=0 0.000903443 internal_weight=0 149.178 internal_count=3068 3042 is_linear=0 shrinkage=0.0204111 Tree=4981 num_leaves=4 num_cat=0 split_feature=484 150 1373 split_gain=3.77367 4.513 4.31236 threshold=-1.0000000180025095e-35 0.094545000000000018 0.099250000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031357497005267632 4.0179859581071465e-05 0.00026999065877070553 -0.00048456460951417491 leaf_weight=10.241546115772506 140.60909955288662 2.577713382896035 2.4424441570881745 leaf_count=495 2540 18 22 internal_value=0 -0.000194909 3.08485e-05 internal_weight=0 12.8193 143.052 internal_count=3075 513 2562 is_linear=0 shrinkage=0.000400217 Tree=4982 num_leaves=3 num_cat=0 split_feature=1213 3 split_gain=4.27801 4.73066 threshold=-0.081269999999999995 -0.58647999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023632715336324935 -0.10500015737997233 -0.00045756109791448099 leaf_weight=3.3259676399975424 0.068594249431042864 142.42995062850969 leaf_count=307 3 2778 internal_value=0 -0.000590284 internal_weight=0 142.499 internal_count=3088 2781 is_linear=0 shrinkage=0.0204111 Tree=4983 num_leaves=4 num_cat=0 split_feature=15 4 38 split_gain=3.98956 4.56712 3.98958 threshold=0.098970000000000016 0.23854500000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030573464320892969 -0.016943905643268375 0.015529524903438254 -0.012348837127757242 leaf_weight=133.55774720859336 8.8300445944332733 2.166555344592779 7.2806122121401122 leaf_count=2687 313 11 74 internal_value=0 -0.0104539 0.00225175 internal_weight=0 10.9966 140.838 internal_count=3085 324 2761 is_linear=0 shrinkage=0.0204111 Tree=4984 num_leaves=4 num_cat=0 split_feature=133 3 13 split_gain=4.09633 4.12737 0.0890318 threshold=-0.26577499999999993 -0.097724999999999992 -0.018854999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025706053042609429 0.0064636708876344463 -0.001400681773500235 -0.01298866462870444 leaf_weight=2.2413087379827634 37.376961027795915 107.4978778743025 0.68049966267426398 leaf_count=129 443 2439 67 internal_value=0 0.000631705 -0.0233328 internal_weight=0 144.875 2.92181 internal_count=3078 2882 196 is_linear=0 shrinkage=0.0204111 Tree=4985 num_leaves=4 num_cat=0 split_feature=41 2 2 split_gain=4.20632 5.40284 2.77305 threshold=0.078150000000000011 -0.58149499999999998 0.10737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022508848193879931 -0.00038187696222964418 2.4546702115869122e-05 3.1325998008655212e-05 leaf_weight=0.055375225841998055 7.0556772856507433 146.92627901100786 4.0586139839142561 leaf_count=1 108 3002 46 internal_value=0 2.19767e-05 -0.00023218 internal_weight=0 146.982 11.1143 internal_count=3157 3003 154 is_linear=0 shrinkage=0.000400217 Tree=4986 num_leaves=4 num_cat=0 split_feature=15 42 49 split_gain=4.53217 4.21188 4.10867 threshold=0.10347000000000002 0.12253000000000001 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010733361320987279 -0.022835328992762128 0.0083986772200738604 0.0010995976629277265 leaf_weight=13.439647130435331 6.8135713930532784 2.3632136767846532 124.76471624358965 leaf_count=147 248 49 2690 internal_value=0 -0.0147876 -5.88525e-05 internal_weight=0 9.17679 138.204 internal_count=3134 297 2837 is_linear=0 shrinkage=0.0204111 Tree=4987 num_leaves=4 num_cat=0 split_feature=42 156 483 split_gain=4.25269 6.27038 4.49362 threshold=-1.0000000180025095e-35 0.050840000000000003 0.096520000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028611891036534753 3.9677068408639159e-05 0.00022206953956758146 -0.00038058539987699942 leaf_weight=16.336559865645544 124.79125554335769 5.0017354080919167 4.1011151608690843 leaf_count=779 2076 73 168 internal_value=0 -0.000166461 2.59864e-05 internal_weight=0 21.3383 128.892 internal_count=3096 852 2244 is_linear=0 shrinkage=0.000400217 Tree=4988 num_leaves=4 num_cat=0 split_feature=376 13 1 split_gain=5.28002 4.51655 2.15837 threshold=0.048375000000000008 -0.10462499999999998 0.092770000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013168057815489599 7.2743155493082919e-05 -4.804496167265863e-05 0.00041234577685833547 leaf_weight=27.663037994760089 5.4971053842455131 115.55997252436646 6.6355784981278703 leaf_count=300 29 2649 138 internal_value=0 -1.32558e-05 0.00026055 internal_weight=0 143.223 12.1327 internal_count=3116 2949 167 is_linear=0 shrinkage=0.000400217 Tree=4989 num_leaves=4 num_cat=0 split_feature=160 12 47 split_gain=5.24786 6.00181 5.00019 threshold=-0.091964999999999977 -1.0000000180025095e-35 0.11603500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018334865103744529 0.0014220970949962275 -0.019041862620184015 -0.014641220277197751 leaf_weight=2.0394371155416584 125.08197895245394 11.040086628476272 8.517853736295363 leaf_count=44 2520 416 133 internal_value=0 -0.0131077 0.000386554 internal_weight=0 13.0795 133.6 internal_count=3113 460 2653 is_linear=0 shrinkage=0.0204111 Tree=4990 num_leaves=4 num_cat=0 split_feature=2 4 3 split_gain=3.53696 3.9919 0.271247 threshold=0.15239500000000003 -0.23946499999999996 -0.14789499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010236069331728581 0.023796756244258803 -0.00010664112343259555 0.012308454849291786 leaf_weight=18.416149558499455 1.4631026433780787 129.48485115292715 3.2919812974287188 leaf_count=222 8 2770 106 internal_value=0 -0.00137471 0.0163094 internal_weight=0 147.901 4.75508 internal_count=3106 2992 114 is_linear=0 shrinkage=0.0204111 Tree=4991 num_leaves=4 num_cat=0 split_feature=2 0 123 split_gain=3.86706 7.37653 4.33568 threshold=0.092120000000000021 -0.23098999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044910940963448285 1.19648162190614e-05 -0.00010676961893236062 0.00028236140933478294 leaf_weight=3.9304291473235926 68.855988446084666 71.306910475046607 10.908394714118911 leaf_count=27 1068 1844 161 internal_value=0 -7.71061e-05 4.92876e-05 internal_weight=0 75.2373 79.7644 internal_count=3100 1871 1229 is_linear=0 shrinkage=0.000400217 Tree=4992 num_leaves=4 num_cat=0 split_feature=1 43 2 split_gain=3.58261 8.24389 6.36037 threshold=0.10100500000000003 -0.25406999999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015198176425106518 -0.033408600020172277 0.0052175001795071816 -0.00067917709711130684 leaf_weight=14.819504892861003 2.294953877106308 53.191800423519453 79.562893434034777 leaf_count=446 17 763 1895 internal_value=0 0.00355585 -0.00297419 internal_weight=0 55.4868 94.3824 internal_count=3121 780 2341 is_linear=0 shrinkage=0.0204111 Tree=4993 num_leaves=4 num_cat=0 split_feature=52 52 4 split_gain=4.17702 5.4964 4.41636 threshold=-0.048794999999999991 -0.0064899999999999992 -0.0031049999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.5603358943409109e-06 -0.00031173074010537773 -9.1598074288347131e-06 0.00021762093359326337 leaf_weight=31.410164769127732 10.687783131565082 87.840458924212726 25.382682383613428 leaf_count=612 252 1930 300 internal_value=0 -4.22976e-05 9.38651e-05 internal_weight=0 98.5282 56.7928 internal_count=3094 2182 912 is_linear=0 shrinkage=0.000400217 Tree=4994 num_leaves=3 num_cat=0 split_feature=124 156 split_gain=3.24026 3.5526 threshold=0.10385500000000002 0.090135000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.7623707790027541e-06 0.00030598500135830929 -0.00023911996756795009 leaf_weight=140.18313095658232 4.9371714922599486 10.872296689718494 leaf_count=2829 37 293 internal_value=0 -1.99389e-05 internal_weight=0 151.055 internal_count=3159 3122 is_linear=0 shrinkage=0.000400217 Tree=4995 num_leaves=3 num_cat=0 split_feature=448 1429 split_gain=4.41655 3.95544 threshold=-0.083779999999999979 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023890844443796785 -0.022668758335929014 0.0011572880472729688 leaf_weight=2.9976482207421205 2.8496114743611534 146.49500731564331 leaf_count=49 135 2893 internal_value=0 0.000686026 internal_weight=0 149.345 internal_count=3077 3028 is_linear=0 shrinkage=0.0204111 Tree=4996 num_leaves=4 num_cat=0 split_feature=156 130 3 split_gain=3.89904 4.00689 0.272971 threshold=0.11896500000000002 1.0000000180025095e-35 0.12745000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5537706199120072e-05 -0.00032933860698570192 -0.00029399017155678939 -0.00067448505863419402 leaf_weight=148.99980465273984 1.2572989462641992 6.0429108352909671 0.93400324671529222 leaf_count=2591 85 378 12 internal_value=0 2.24912e-05 -0.000502088 internal_weight=0 155.043 2.1913 internal_count=3066 2969 97 is_linear=0 shrinkage=0.000400217 Tree=4997 num_leaves=4 num_cat=0 split_feature=3 9 11 split_gain=3.84928 3.91563 3.54525 threshold=-0.15490999999999996 -0.016839999999999997 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003312674518503752 0.00042909839968268429 -2.390984170270341e-05 -4.265962204304917e-05 leaf_weight=10.460131698288025 3.0163709140615529 132.61333505194489 6.5570397416595361 leaf_count=80 96 2821 134 internal_value=0 -1.34894e-05 0.000187849 internal_weight=0 135.63 17.0172 internal_count=3131 2917 214 is_linear=0 shrinkage=0.000400217 Tree=4998 num_leaves=4 num_cat=0 split_feature=484 160 2 split_gain=4.01151 3.8737 2.94281 threshold=-1.0000000180025095e-35 -0.40187499999999993 0.13154000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017217608317238172 -0.021185579624140083 0.0013474977936537586 0.0064375912461587968 leaf_weight=8.9252844455404539 3.1410397889994774 138.89258617417363 2.8262378828367209 leaf_count=471 256 2352 30 internal_value=0 0.000832889 -0.0115215 internal_weight=0 142.034 11.7515 internal_count=3109 2608 501 is_linear=0 shrinkage=0.0204111 Tree=4999 num_leaves=3 num_cat=0 split_feature=155 1213 split_gain=4.40515 3.94807 threshold=0.090655000000000013 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00026807103108602155 -0.0004326479703084687 3.112621419404183e-05 leaf_weight=7.3193972794106221 3.4710872415744225 142.99593825906049 leaf_count=483 177 2434 internal_value=0 1.63685e-05 internal_weight=0 150.315 internal_count=3094 2917 is_linear=0 shrinkage=0.000400217 Tree=5000 num_leaves=4 num_cat=0 split_feature=128 156 2 split_gain=4.61185 4.81178 0.463192 threshold=0.085185000000000025 0.091280000000000014 0.11342000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015771874514778463 -0.023935209215909029 -0.013135032188251071 -0.0051692051364328655 leaf_weight=137.21831159917201 3.4513468285003901 9.8194984651345276 0.73285340063739557 leaf_count=2613 202 276 27 internal_value=0 0.000585427 -0.0208688 internal_weight=0 147.038 4.1842 internal_count=3118 2889 229 is_linear=0 shrinkage=0.0204111 Tree=5001 num_leaves=4 num_cat=0 split_feature=483 1375 13 split_gain=4.25481 3.73098 0.57415 threshold=0.10297500000000001 -0.43271999999999994 -0.0023399999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02337310214161236 -0.011318936335966426 0.00044867285383598678 -0.02970454782701774 leaf_weight=2.6787513628369188 1.3817859140690418 147.95908378453169 1.9962654288974579 leaf_count=18 103 2971 22 internal_value=0 8.01125e-06 -0.0227884 internal_weight=0 150.638 3.37805 internal_count=3114 2989 125 is_linear=0 shrinkage=0.0204111 Tree=5002 num_leaves=4 num_cat=0 split_feature=133 1456 123 split_gain=3.9269 4.09157 1.24521 threshold=0.11264000000000002 1.0000000180025095e-35 0.086445000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0496866824263288e-05 -0.000422688326329296 -0.00033274006735831276 0.00022124947198346115 leaf_weight=150.05469044590427 3.9357279932446536 4.7453857173022689 0.47573253512382496 leaf_count=2506 371 236 12 internal_value=0 2.88231e-05 -0.000349488 internal_weight=0 154.8 4.41146 internal_count=3125 2742 383 is_linear=0 shrinkage=0.000400217 Tree=5003 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=4.24324 3.99996 threshold=-0.43271999999999994 0.10201 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055819382261920779 2.7023119447058647e-05 -0.00023304422932988894 leaf_weight=2.0231338583980678 143.78161268279655 10.0285272107576 leaf_count=17 2739 348 internal_value=0 9.90936e-06 internal_weight=0 153.81 internal_count=3104 3087 is_linear=0 shrinkage=0.000400217 Tree=5004 num_leaves=4 num_cat=0 split_feature=401 38 15 split_gain=3.82439 3.74505 1.18317 threshold=0.085435000000000011 1.0000000180025095e-35 -0.23020499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013955874758508858 0.012544396375105911 -0.014088168156488999 -0.021122620274409875 leaf_weight=142.25551525325864 0.40995679039042432 6.7078537312336257 4.2260225582867852 leaf_count=2758 20 71 238 internal_value=0 0.000688293 -0.0179198 internal_weight=0 148.963 4.63598 internal_count=3087 2829 258 is_linear=0 shrinkage=0.0204111 Tree=5005 num_leaves=4 num_cat=0 split_feature=43 483 15 split_gain=4.31036 4.49523 0.760031 threshold=0.25537500000000007 1.0000000180025095e-35 -0.14601999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7556010661624941e-05 -3.5238850339945393e-05 -0.00023249300334932032 -0.00053006615288680883 leaf_weight=140.85060743734357 0.627693502523471 10.505496621117343 2.6293718132219501 leaf_count=2545 29 364 144 internal_value=0 1.86541e-05 -0.000439045 internal_weight=0 151.356 3.25707 internal_count=3082 2909 173 is_linear=0 shrinkage=0.000400217 Tree=5006 num_leaves=4 num_cat=0 split_feature=150 15 457 split_gain=5.03667 5.60585 4.74599 threshold=0.081245000000000026 -0.033084999999999996 -0.11700999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019766555763565598 0.0098692443069767922 -0.0086030605247641619 -0.0042756216097344776 leaf_weight=3.4234697578358455 27.152225963945966 9.0425048738252354 107.58673966943752 leaf_count=24 266 149 2674 internal_value=0 0.00524202 -0.00351501 internal_weight=0 36.1947 111.01 internal_count=3113 415 2698 is_linear=0 shrinkage=0.0204111 Tree=5007 num_leaves=4 num_cat=0 split_feature=484 150 1212 split_gain=3.89278 5.15972 3.9371 threshold=-1.0000000180025095e-35 0.094545000000000018 0.087865000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017790529819373853 0.0017279852278453505 0.014648837343064856 -0.020975922042607897 leaf_weight=9.4117430492842669 137.6869708735976 2.5088617643341413 3.1456343859754261 leaf_count=484 2377 19 221 internal_value=0 -0.0108904 0.00120461 internal_weight=0 11.9206 140.833 internal_count=3101 503 2598 is_linear=0 shrinkage=0.0204111 Tree=5008 num_leaves=4 num_cat=0 split_feature=1456 4 160 split_gain=5.38169 4.17856 0.623823 threshold=1.0000000180025095e-35 0.50500500000000004 -0.13024499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016070302762344404 0.00026651095942369682 0.020824674730928933 -0.022588242980267161 leaf_weight=145.34144230170932 0.56195894538541313 4.7611745611648066 4.0613587058542171 leaf_count=2641 41 159 231 internal_value=0 0.00223167 -0.0198697 internal_weight=0 150.103 4.62332 internal_count=3072 2800 272 is_linear=0 shrinkage=0.0204111 Tree=5009 num_leaves=4 num_cat=0 split_feature=483 3 42 split_gain=5.05921 3.89749 0.569519 threshold=0.096520000000000009 -0.10643499999999999 0.090085000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0067944211424759591 -0.025809132596689648 -0.0009756449707020487 -0.0074032159244232067 leaf_weight=35.403227761329617 3.1481647477339711 110.71825700877525 1.0379154408583415 leaf_count=398 102 2520 74 internal_value=0 0.000910696 -0.0215572 internal_weight=0 146.121 4.18608 internal_count=3094 2918 176 is_linear=0 shrinkage=0.0204111 Tree=5010 num_leaves=4 num_cat=0 split_feature=158 483 50 split_gain=4.27346 5.15227 4.43205 threshold=0.084965000000000027 0.080590000000000009 0.091130000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032017701851126648 -0.015785947660516626 -0.013568550219635064 0.020648198774220698 leaf_weight=134.04516598465852 9.7821477935212879 7.9828609075339036 1.5195923538412888 leaf_count=2447 330 270 17 internal_value=0 0.00224923 -0.0107326 internal_weight=0 142.028 11.3017 internal_count=3064 2717 347 is_linear=0 shrinkage=0.0204111 Tree=5011 num_leaves=3 num_cat=0 split_feature=1444 160 split_gain=3.89463 3.33516 threshold=-0.084559999999999982 -0.40187499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.027979510653984151 -0.020736369221283867 2.925532172043903e-05 leaf_weight=1.9265879917074915 3.1818170155529506 148.34628279502067 leaf_count=27 242 2843 internal_value=0 -0.000421775 internal_weight=0 151.528 internal_count=3112 3085 is_linear=0 shrinkage=0.0204111 Tree=5012 num_leaves=4 num_cat=0 split_feature=15 15 43 split_gain=4.82394 5.83006 4.85339 threshold=0.082805000000000004 0.65680000000000016 0.25137500000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8572733669907822e-05 -0.00023233766247862761 0.00083969004793102095 -0.00043902027134356224 leaf_weight=133.29086444954737 18.592560146542386 0.74117841199040313 3.3859171723743193 leaf_count=1875 1101 3 118 internal_value=0 -0.000186642 2.63916e-05 internal_weight=0 19.3337 136.677 internal_count=3097 1104 1993 is_linear=0 shrinkage=0.000400217 Tree=5013 num_leaves=4 num_cat=0 split_feature=15 16 3 split_gain=4.27856 9.95164 4.67022 threshold=0.050935000000000008 -0.18817999999999999 -0.10643499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.007498911035753405 0.0072175627482405826 -0.020669425877253591 -0.0020016251091872369 leaf_weight=27.547133696440142 8.7609000786324049 13.32777133539639 97.584717602883757 leaf_count=271 73 1068 1687 internal_value=0 -0.00962816 9.47033e-05 internal_weight=0 22.0887 125.132 internal_count=3099 1141 1958 is_linear=0 shrinkage=0.0204111 Tree=5014 num_leaves=4 num_cat=0 split_feature=42 42 39 split_gain=3.37373 5.6807 5.01936 threshold=0.10146500000000001 0.09832500000000001 0.055555000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048293118142641602 -0.021844315365961441 0.025779741843641277 0.0072240003787594981 leaf_weight=135.97602424436627 6.4088024600641784 3.689904458646196 3.9169120388105512 leaf_count=2662 262 50 85 internal_value=0 0.00117138 -0.0108585 internal_weight=0 139.666 10.3257 internal_count=3059 2712 347 is_linear=0 shrinkage=0.0204111 Tree=5015 num_leaves=4 num_cat=0 split_feature=42 43 16 split_gain=4.98946 8.65103 5.65792 threshold=0.085225000000000009 -0.50405999999999984 0.15354500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.8510424481245785e-05 0.00048559512078062743 -0.00017156711074977146 -0.00015635769170821486 leaf_weight=94.891578843038587 3.4069716637022784 36.710516004415695 17.86814332420181 leaf_count=1515 18 1233 294 internal_value=0 -0.000114562 4.95915e-05 internal_weight=0 40.1175 112.76 internal_count=3060 1251 1809 is_linear=0 shrinkage=0.000400217 Tree=5016 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=4.62714 11.475 6.18438 threshold=1.0000000180025095e-35 -0.074179999999999982 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030760658092098578 0.00011287769907823274 8.9490627943417003e-05 -0.00010973010299065919 leaf_weight=21.367072187342274 81.451377161196433 25.403875461342977 26.380935177614447 leaf_count=1241 1216 356 303 internal_value=0 -9.22226e-05 5.83599e-05 internal_weight=0 46.7709 107.832 internal_count=3116 1597 1519 is_linear=0 shrinkage=0.000400217 Tree=5017 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=4.19032 4.53436 4.35013 threshold=-0.0048899999999999994 -0.58647999999999989 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032738860082820123 -0.0019028275694755496 4.058554549655238e-05 0.00025939341141059197 leaf_weight=9.6082014359417354 0.080628867261110737 145.38795891382324 2.4657066240906707 leaf_count=469 3 2607 20 internal_value=0 3.80457e-05 -0.000206275 internal_weight=0 145.469 12.0739 internal_count=3099 2610 489 is_linear=0 shrinkage=0.000400217 Tree=5018 num_leaves=4 num_cat=0 split_feature=43 42 47 split_gain=5.41234 5.91151 4.37559 threshold=0.075180000000000011 0.092340000000000019 0.081320000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.7121364569726892e-05 0.00032058236507763737 -0.00020776043491044292 -0.00015283568938578989 leaf_weight=105.62441775359912 16.190009467616623 4.1997115013655266 27.099682324158493 leaf_count=2381 231 99 381 internal_value=0 0.000211218 -9.72022e-06 internal_weight=0 20.3897 132.724 internal_count=3092 330 2762 is_linear=0 shrinkage=0.000400217 Tree=5019 num_leaves=4 num_cat=0 split_feature=403 156 15 split_gain=3.56652 3.51197 0.681931 threshold=-0.092224999999999988 -1.0000000180025095e-35 -0.14750499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001653727926362881 -0.00041917549723114616 2.9517078409253796e-05 -0.00040629432069258617 leaf_weight=0.3071490045404065 2.7360269321507067 148.28341373539297 3.6504489739745614 leaf_count=18 160 2583 347 internal_value=0 2.10836e-05 -0.000358598 internal_weight=0 151.019 3.9576 internal_count=3108 2743 365 is_linear=0 shrinkage=0.000400217 Tree=5020 num_leaves=4 num_cat=0 split_feature=160 159 52 split_gain=3.26016 4.70846 0.0749198 threshold=-0.40187499999999993 -0.5014249999999999 0.30506000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010039162686798339 0.048573725465355724 -0.00047257125412792609 -0.022434057903311183 leaf_weight=0.51255299486365347 0.70806413143873115 145.96796557098423 2.6372163877240382 leaf_count=70 2 2858 184 internal_value=0 -0.000198934 -0.0208309 internal_weight=0 146.676 3.14977 internal_count=3114 2860 254 is_linear=0 shrinkage=0.0204111 Tree=5021 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=4.28636 3.83145 threshold=-0.52342999999999995 -0.10726999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048482512682138356 0.000121694710004454 -7.8867255412398692e-06 leaf_weight=2.4001412400393738 59.499921871349216 94.434707969987358 leaf_count=56 534 2509 internal_value=0 4.22521e-05 internal_weight=0 153.935 internal_count=3099 3043 is_linear=0 shrinkage=0.000400217 Tree=5022 num_leaves=4 num_cat=0 split_feature=11 3 4 split_gain=5.1144 7.50056 3.37695 threshold=0.079700000000000007 -0.15490999999999996 0.29587000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036912660672574099 -0.00045925456769576028 3.1578098482520535e-06 -2.1319769544163558e-05 leaf_weight=9.5126601911615563 5.8359279410797154 131.93362521076051 5.3852751292288303 leaf_count=74 149 2806 38 internal_value=0 2.80427e-05 -0.000251368 internal_weight=0 141.446 11.2212 internal_count=3067 2880 187 is_linear=0 shrinkage=0.000400217 Tree=5023 num_leaves=3 num_cat=0 split_feature=1365 484 split_gain=4.01377 4.00746 threshold=1.0000000180025095e-35 -0.083139999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00031339314381651179 -0.00040495311902287174 3.8797486143082409e-05 leaf_weight=5.2531954496444078 3.4244538397761053 146.34770051451051 leaf_count=261 60 2738 internal_value=0 2.63713e-05 internal_weight=0 151.601 internal_count=3059 2999 is_linear=0 shrinkage=0.000400217 Tree=5024 num_leaves=4 num_cat=0 split_feature=1213 0 475 split_gain=3.69965 4.17851 3.52793 threshold=-1.0000000180025095e-35 -0.075534999999999977 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043372159092582453 -3.0612186369026614e-05 0.00010733960466892005 -0.00038099651438278131 leaf_weight=0.88957870006561268 93.386319868084684 56.268309352017241 6.1641112051947848 leaf_count=2 1754 883 477 internal_value=0 2.12975e-05 -0.000273076 internal_weight=0 149.655 7.05369 internal_count=3116 2637 479 is_linear=0 shrinkage=0.000400217 Tree=5025 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=3.64784 4.17212 threshold=0.10208000000000002 0.28833000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00088907043557371202 -0.017499786053440991 0.020734224944290492 leaf_weight=143.92189403338125 4.221840776706812 4.4416937101632348 leaf_count=2888 42 118 internal_value=0 0.00149838 internal_weight=0 148.364 internal_count=3048 3006 is_linear=0 shrinkage=0.0204111 Tree=5026 num_leaves=4 num_cat=0 split_feature=133 160 123 split_gain=4.21598 4.02931 0.0367682 threshold=-0.39935999999999994 -0.40187499999999993 0.13456000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038824284845354908 -0.00040577957437509511 4.9612643032990122e-05 -0.00062133532938142089 leaf_weight=1.781559231312712 3.0674673127796259 148.75873816599051 0.67758814990520466 leaf_count=165 234 2632 3 internal_value=0 4.01197e-05 -0.00047673 internal_weight=0 151.826 2.45915 internal_count=3034 2866 168 is_linear=0 shrinkage=0.000400217 Tree=5027 num_leaves=4 num_cat=0 split_feature=156 1373 475 split_gain=3.73201 3.72181 0.417936 threshold=0.11896500000000002 0.099250000000000019 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001511979329360197 -0.013785418793688822 -0.024558329506475053 -0.03430540700070308 leaf_weight=147.3974806892802 1.0105063469382005 2.2054435629979698 1.0864037738647301 leaf_count=2957 56 24 38 internal_value=0 0.00110957 -0.0256168 internal_weight=0 149.603 2.09691 internal_count=3075 2981 94 is_linear=0 shrinkage=0.0204111 Tree=5028 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=3.97876 6.01411 threshold=-0.14786499999999997 -0.070739999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033853007413773141 -0.00039156446384134425 4.2640467485252942e-06 leaf_weight=5.2448525980580589 6.3063383533444712 146.05651368124381 leaf_count=39 174 2837 internal_value=0 -1.23949e-05 internal_weight=0 152.363 internal_count=3050 3011 is_linear=0 shrinkage=0.000400217 Tree=5029 num_leaves=3 num_cat=0 split_feature=147 482 split_gain=3.69644 3.68816 threshold=-1.0000000180025095e-35 0.10022500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025238626809169804 0.0012740904251567955 -0.023861690017200576 leaf_weight=2.1828240754548451 148.38529590474354 2.3606250117591108 leaf_count=30 2919 99 internal_value=0 0.000863055 internal_weight=0 150.746 internal_count=3048 3018 is_linear=0 shrinkage=0.0204111 Tree=5030 num_leaves=4 num_cat=0 split_feature=1213 151 475 split_gain=4.30035 4.52611 3.87833 threshold=-1.0000000180025095e-35 -0.29526499999999994 -0.085719999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022075469164726774 -0.020294800601944725 0.0018371125306510397 -0.021924564111888315 leaf_weight=0.88504725694656361 3.8453608825220718 141.82838787211949 5.583349132204602 leaf_count=2 73 2546 458 internal_value=0 0.00123776 -0.015631 internal_weight=0 145.674 6.4684 internal_count=3079 2619 460 is_linear=0 shrinkage=0.0204111 Tree=5031 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=3.60238 6.2342 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.8145803310598326e-06 0.00030508969641745125 -0.00048389046197365345 leaf_weight=138.99521442143305 5.8279681738931677 4.2537566861137739 leaf_count=2913 66 42 internal_value=0 -1.2975e-05 internal_weight=0 143.249 internal_count=3021 2955 is_linear=0 shrinkage=0.000400217 Tree=5032 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=4.70712 5.4403 threshold=-0.58149499999999998 -0.14169499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.10431606702455387 0.017528348690339847 -0.0011654647861754205 leaf_weight=0.069469256326555207 6.6937371853273353 137.85042267586687 leaf_count=2 84 2949 internal_value=0 -0.00028687 internal_weight=0 144.544 internal_count=3035 3033 is_linear=0 shrinkage=0.0204111 Tree=5033 num_leaves=3 num_cat=0 split_feature=13 52 split_gain=5.51507 4.64815 threshold=0.27266500000000005 -0.048794999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0045914443323163507 -0.024629119051220578 -0.002924625013309045 leaf_weight=55.163136021001264 3.7999487568740724 90.133891054625565 leaf_count=935 50 2112 internal_value=0 -6.97531e-05 internal_weight=0 145.297 internal_count=3097 3047 is_linear=0 shrinkage=0.0204111 Tree=5034 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=4.10021 4.44583 threshold=-1.0000000180025095e-35 -0.49977499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021920962141653406 -0.016755171194851586 0.0005782906192009883 leaf_weight=3.4691924761864348 6.3366744925733647 139.92216719135467 leaf_count=93 124 2888 internal_value=0 -0.000184925 internal_weight=0 146.259 internal_count=3105 3012 is_linear=0 shrinkage=0.0204111 Tree=5035 num_leaves=4 num_cat=0 split_feature=43 43 11 split_gain=4.06189 6.17654 4.98383 threshold=-0.06705499999999999 -0.00051499999999999994 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012085182690296265 -0.00034500879101033059 -1.0590946374001355e-05 -0.00035811813244672659 leaf_weight=53.126837981188146 9.7797990354520135 83.771969919514959 3.6155280555249183 leaf_count=1294 595 1135 51 internal_value=0 -4.59213e-05 8.96875e-05 internal_weight=0 93.5518 56.7424 internal_count=3075 1730 1345 is_linear=0 shrinkage=0.000400217 Tree=5036 num_leaves=4 num_cat=0 split_feature=43 16 48 split_gain=3.63246 5.65364 5.49159 threshold=-0.063379999999999978 0.15354500000000001 0.086665000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033726016376045852 -0.0010398859707498058 -0.015839661121495641 0.014037556098670119 leaf_weight=40.864992965507554 80.119850661380042 12.31216866665636 15.072165576566475 leaf_count=1157 1462 248 244 internal_value=0 -0.00302803 0.00355631 internal_weight=0 92.432 55.9372 internal_count=3111 1710 1401 is_linear=0 shrinkage=0.0204111 Tree=5037 num_leaves=3 num_cat=0 split_feature=33 403 split_gain=4.09285 4.06922 threshold=-1.0000000180025095e-35 0.08888500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019896352369854362 0.00202708483918017 -0.016375315034201112 leaf_weight=3.7496575633995226 143.81740209963027 5.0751568784617112 leaf_count=39 2801 268 internal_value=0 0.00138799 internal_weight=0 148.893 internal_count=3108 3069 is_linear=0 shrinkage=0.0204111 Tree=5038 num_leaves=3 num_cat=0 split_feature=51 39 split_gain=3.95755 4.12408 threshold=-0.40548499999999993 0.16168500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021923462841259671 0.0015939618616444494 0.027126034696860674 leaf_weight=2.813624011760111 149.58528666165512 2.5716604925692073 leaf_count=107 2978 24 internal_value=0 0.00204512 internal_weight=0 152.157 internal_count=3109 3002 is_linear=0 shrinkage=0.0204111 Tree=5039 num_leaves=4 num_cat=0 split_feature=13 0 0 split_gain=3.80194 5.49123 4.87096 threshold=-0.10462499999999998 -0.14239499999999997 -0.13625999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0084437994104232771 0.0041281494848810357 0.011406592129276555 -0.0045357124432367944 leaf_weight=7.6406792080961194 41.148959490819834 23.197431203909218 78.329527046393196 leaf_count=93 316 229 2458 internal_value=0 0.00647556 -0.00155077 internal_weight=0 30.8381 119.478 internal_count=3096 322 2774 is_linear=0 shrinkage=0.0204111 Tree=5040 num_leaves=4 num_cat=0 split_feature=15 50 15 split_gain=5.08372 7.62777 5.1859 threshold=-0.24269999999999997 0.11843500000000001 -0.19153499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037250890217484955 -0.00046284779794333739 -0.00046608012585370708 -2.4508651761602153e-05 leaf_weight=10.080467791063709 4.3551466229255302 1.9946413561701763 134.82677660398622 leaf_count=226 83 20 2785 internal_value=0 0.000230976 -3.85858e-05 internal_weight=0 12.0751 139.182 internal_count=3114 246 2868 is_linear=0 shrinkage=0.000400217 Tree=5041 num_leaves=3 num_cat=0 split_feature=9 155 split_gain=5.0214 3.65417 threshold=-1.0000000180025095e-35 0.098655000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004418344414091364 6.3266340354458218e-06 -0.00043750993618897903 leaf_weight=4.0720707885920993 145.06646513119631 2.921332127560162 leaf_count=102 2844 155 internal_value=0 -2.759e-06 internal_weight=0 147.988 internal_count=3101 2999 is_linear=0 shrinkage=0.000400217 Tree=5042 num_leaves=4 num_cat=0 split_feature=1456 42 13 split_gain=4.72443 4.30324 0.10552 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15462999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012990742510624346 -0.00015169871918443263 4.1451307235688225e-05 -0.00042826756122492219 leaf_weight=0.32623739819973696 21.530229488591431 126.18458732942236 3.9261330351073402 leaf_count=8 803 2008 282 internal_value=0 1.32051e-05 -0.000409298 internal_weight=0 147.715 4.25237 internal_count=3101 2811 290 is_linear=0 shrinkage=0.000400217 Tree=5043 num_leaves=4 num_cat=0 split_feature=2 2 49 split_gain=4.05193 7.67008 1.24232 threshold=-0.14169499999999999 -0.074699999999999989 -0.0093449999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043184455436454209 -0.00048358878519080297 1.3297328951468673e-05 0.00011072834170522168 leaf_weight=4.2838204232975841 5.0395392300561062 145.93182348691334 3.621378985233604 leaf_count=34 47 2974 55 internal_value=0 -3.6352e-06 0.000288342 internal_weight=0 150.971 7.9052 internal_count=3110 3021 89 is_linear=0 shrinkage=0.000400217 Tree=5044 num_leaves=4 num_cat=0 split_feature=160 151 150 split_gain=4.49834 5.38423 3.97728 threshold=-0.15845999999999996 -0.29526499999999994 -0.22988499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019813362414329506 -0.021250100839435505 0.0018981578029162935 -0.020244269262810956 leaf_weight=1.11989014968276 4.2035036697634487 139.97454669096624 6.8635442846498327 leaf_count=4 77 2660 345 internal_value=0 0.00120731 -0.0144288 internal_weight=0 144.178 7.98343 internal_count=3086 2737 349 is_linear=0 shrinkage=0.0204111 Tree=5045 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=3.7432 10.1888 4.82146 threshold=-0.074654999999999985 -0.10726999999999999 0.10097500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.7841487948429508e-05 0.0001956972239055272 -0.00020148423498053425 -3.8879864520833351e-05 leaf_weight=62.903069294348825 34.245699673425406 34.883744904967898 23.672583962848876 leaf_count=561 464 1616 487 internal_value=0 -2.83563e-05 9.99299e-05 internal_weight=0 97.7868 57.9183 internal_count=3128 2177 951 is_linear=0 shrinkage=0.000400217 Tree=5046 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=4.18826 6.47996 6.17415 threshold=0.27150500000000005 0.11978500000000002 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.4519090724964867e-05 0.00021344434474604014 -0.00033627279903640918 -0.00047560332854645399 leaf_weight=121.81166896905779 22.803625244530853 3.937101940624415 4.9510940774925976 leaf_count=2610 344 30 133 internal_value=0 0.000131443 -4.25417e-05 internal_weight=0 26.7407 126.763 internal_count=3117 374 2743 is_linear=0 shrinkage=0.000400217 Tree=5047 num_leaves=4 num_cat=0 split_feature=52 49 480 split_gain=4.94534 8.48745 4.5676 threshold=0.11571500000000003 0.13173000000000004 0.08598500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019549233039935919 -0.017892937349695232 0.016620307469245577 -0.023277170001227386 leaf_weight=133.79460259400366 13.235628589114642 3.7218277696520081 2.9455435279960502 leaf_count=2467 458 33 135 internal_value=0 -0.0102586 0.00139279 internal_weight=0 16.9575 136.74 internal_count=3093 491 2602 is_linear=0 shrinkage=0.0204111 Tree=5048 num_leaves=4 num_cat=0 split_feature=483 133 15 split_gain=3.89633 4.99681 4.78137 threshold=1.0000000180025095e-35 0.10635000000000001 -0.46645999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9857400092825374e-05 0.00039133306897774865 -0.00033718894787929105 -0.00034912449479504876 leaf_weight=138.94800938670232 1.5693094597663719 5.7559231886916669 8.5360955922733392 leaf_count=2324 50 401 334 internal_value=0 2.46104e-05 -0.000231107 internal_weight=0 144.704 10.1054 internal_count=3109 2725 384 is_linear=0 shrinkage=0.000400217 Tree=5049 num_leaves=4 num_cat=0 split_feature=42 49 13 split_gain=3.64389 5.51566 2.94714 threshold=0.10146500000000001 -0.085934999999999984 0.23637000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00836885999347208 -0.01511386916843362 0.0034113795136214622 0.011200889402619115 leaf_weight=18.982469205948291 9.1760378443577775 124.72347942033957 2.1047049621120086 leaf_count=191 344 2546 25 internal_value=0 0.00184999 -0.0101424 internal_weight=0 143.706 11.2807 internal_count=3106 2737 369 is_linear=0 shrinkage=0.0204111 Tree=5050 num_leaves=4 num_cat=0 split_feature=12 148 148 split_gain=5.30836 4.14246 4.09723 threshold=0.10042000000000002 -1.0000000180025095e-35 -0.083929999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018374694930323125 0.014412785936971125 -0.015320355812717916 0.0013754802185225608 leaf_weight=4.4122192207723847 2.1614283239468941 14.566186035219289 133.66878633634769 leaf_count=66 30 402 2631 internal_value=0 -0.0114082 0.00073001 internal_weight=0 16.7276 138.081 internal_count=3129 432 2697 is_linear=0 shrinkage=0.0204111 Tree=5051 num_leaves=3 num_cat=0 split_feature=376 50 split_gain=4.51542 3.89908 threshold=0.088415000000000007 0.086500000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00012896894552334644 0.018795041491347645 -0.011854386621148228 leaf_weight=134.14409805707692 4.9136071705725035 12.241513863802536 leaf_count=2464 68 548 internal_value=0 -0.000881435 internal_weight=0 146.386 internal_count=3080 3012 is_linear=0 shrinkage=0.0204111 Tree=5052 num_leaves=4 num_cat=0 split_feature=403 1365 1 split_gain=5.10479 4.17961 2.84049 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.080270000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022437210667607836 0.001709187934476813 -0.020074107607744859 -0.0012248003133743053 leaf_weight=6.0986284404207236 136.5150073653931 3.6592497496167189 4.5851574651896954 leaf_count=550 2290 59 186 internal_value=0 0.00112497 -0.0134406 internal_weight=0 140.174 10.6838 internal_count=3085 2349 736 is_linear=0 shrinkage=0.0204111 Tree=5053 num_leaves=3 num_cat=0 split_feature=1375 51 split_gain=4.48889 3.81471 threshold=-0.43271999999999994 -0.40148999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029668979913549099 -0.021655395360338836 0.0014958487507813222 leaf_weight=1.8991888688178722 2.9144907261943436 146.78179167005146 leaf_count=14 114 2980 internal_value=0 0.00102926 internal_weight=0 149.696 internal_count=3108 3094 is_linear=0 shrinkage=0.0204111 Tree=5054 num_leaves=4 num_cat=0 split_feature=402 133 1 split_gain=4.31824 3.83196 2.18895 threshold=0.086140000000000008 -0.39935999999999994 0.11179000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047410020062141052 -0.00042621059901652302 3.0313039036853407e-05 0.00013879740119416534 leaf_weight=2.3413552412384879 5.1331859733036245 145.09670950220607 1.3304911631857974 leaf_count=175 305 2613 34 internal_value=0 2.19491e-05 -0.000309526 internal_weight=0 147.438 6.46368 internal_count=3127 2788 339 is_linear=0 shrinkage=0.000400217 Tree=5055 num_leaves=4 num_cat=0 split_feature=41 2 12 split_gain=4.80967 5.08339 2.37042 threshold=0.078385000000000024 -0.58149499999999998 0.09117500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021284252706938703 -0.00010873879609137291 2.8363716714970399e-05 -0.00050465173199504016 leaf_weight=0.06329748034477134 6.7723646074882691 144.4796541082469 3.7342574339709245 leaf_count=1 116 2907 39 internal_value=0 2.57725e-05 -0.000253291 internal_weight=0 144.543 10.5066 internal_count=3063 2908 155 is_linear=0 shrinkage=0.000400217 Tree=5056 num_leaves=4 num_cat=0 split_feature=2 14 13 split_gain=4.12349 4.63123 0.244773 threshold=0.15412000000000003 0.077685000000000018 -0.015454999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0335204264692807e-05 0.00022459834819667601 -0.00046222892482360395 0.00044396773646957003 leaf_weight=150.94082029545825 1.6434312980854882 3.2844686316675498 3.0928275999613097 leaf_count=2925 58 100 45 internal_value=0 -5.68216e-08 0.000374794 internal_weight=0 154.225 4.73626 internal_count=3128 3025 103 is_linear=0 shrinkage=0.000400217 Tree=5057 num_leaves=4 num_cat=0 split_feature=4 0 376 split_gain=4.47775 4.64664 1.86582 threshold=-0.49977499999999991 -0.071104999999999988 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023737100678351487 -0.0017865257717316527 0.0061735121767525344 3.1520273636972568e-05 leaf_weight=4.4838153953896827 100.93982106296608 43.68181455731974 1.963459864258766 leaf_count=112 2307 669 14 internal_value=0 0.000620656 -0.0166216 internal_weight=0 144.622 6.44728 internal_count=3102 2976 126 is_linear=0 shrinkage=0.0204111 Tree=5058 num_leaves=4 num_cat=0 split_feature=52 133 123 split_gain=4.1603 4.39613 3.61528 threshold=0.28122000000000008 -0.23060499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013900132552815335 0.028573167580596675 -0.020180466983183837 0.010472969477238416 leaf_weight=129.07242603792838 0.77205392127507355 6.5563787034407133 14.808429231401531 leaf_count=2565 20 273 244 internal_value=0 -0.0146916 0.000960493 internal_weight=0 7.32843 143.881 internal_count=3102 293 2809 is_linear=0 shrinkage=0.0204111 Tree=5059 num_leaves=4 num_cat=0 split_feature=39 12 47 split_gain=3.89162 5.19811 4.8076 threshold=0.0047850000000000011 -0.14256999999999997 0.090280000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.6643124017939285e-06 -0.00024030078677417539 0.00022846330274460422 -0.00020884460801892904 leaf_weight=114.32565108898416 4.5864229324506622 19.730748128262348 21.167635331104975 leaf_count=2447 54 315 308 internal_value=0 0.000139354 -3.41771e-05 internal_weight=0 24.3172 135.493 internal_count=3124 369 2755 is_linear=0 shrinkage=0.000400217 Tree=5060 num_leaves=4 num_cat=0 split_feature=403 13 2 split_gain=3.46122 3.91172 1.2589 threshold=0.090530000000000013 0.077550000000000022 0.12105000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.2923587474405852e-05 -0.020959824336859015 0.0092915082729187731 0.0068759875536400419 leaf_weight=121.76236931286257 3.8176939902623408 22.708550760144135 0.76100685098208476 leaf_count=2501 242 310 20 internal_value=0 0.00153644 -0.0162797 internal_weight=0 144.471 4.5787 internal_count=3073 2811 262 is_linear=0 shrinkage=0.0204111 Tree=5061 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=3.80871 6.22844 4.09228 threshold=0.10100500000000003 -0.11550499999999998 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0061623713119920214 0.007740610349277457 -0.0061593356821786167 -0.0033937560352472361 leaf_weight=22.639080002496485 36.527861456765095 68.702841167119914 21.932251302991062 leaf_count=201 540 2144 229 internal_value=0 -0.0031016 0.00356487 internal_weight=0 91.3419 58.4601 internal_count=3114 2345 769 is_linear=0 shrinkage=0.0204111 Tree=5062 num_leaves=3 num_cat=0 split_feature=151 3 split_gain=4.01172 3.71615 threshold=-0.29526499999999994 -0.097724999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039736463563049386 0.00012808641855937202 -1.5359214895961889e-05 leaf_weight=3.6147972116596057 39.407862641732208 107.85645025865233 leaf_count=69 461 2535 internal_value=0 2.30949e-05 internal_weight=0 147.264 internal_count=3065 2996 is_linear=0 shrinkage=0.000400217 Tree=5063 num_leaves=3 num_cat=0 split_feature=1444 1 split_gain=3.86383 4.17554 threshold=-0.084559999999999982 0.12856000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0005324385863794348 -3.9162721532108741e-05 0.00019476124330030357 leaf_weight=1.9659718096954737 130.23512043031951 13.375772234052418 leaf_count=26 2773 246 internal_value=0 -1.72405e-05 internal_weight=0 143.611 internal_count=3045 3019 is_linear=0 shrinkage=0.000400217 Tree=5064 num_leaves=4 num_cat=0 split_feature=1 48 131 split_gain=3.86333 6.34959 2.13038 threshold=0.11584000000000001 0.11928500000000002 0.09994500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7372639237340289e-05 9.2964990046727895e-05 -0.00051232302068819104 0.00045924841411464871 leaf_weight=118.44760826752463 24.519134071655575 4.1908650481491341 2.7421926442766553 leaf_count=2618 377 55 45 internal_value=0 -3.47382e-05 0.000131537 internal_weight=0 122.638 27.2613 internal_count=3095 2673 422 is_linear=0 shrinkage=0.000400217 Tree=5065 num_leaves=3 num_cat=0 split_feature=1366 41 split_gain=3.82465 3.79545 threshold=-1.0000000180025095e-35 0.082980000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047177278021349198 3.0280436250260584e-05 -0.00025373755305410162 leaf_weight=2.5148472657892844 143.00479043279483 7.8437141467584288 leaf_count=58 2923 120 internal_value=0 1.5335e-05 internal_weight=0 150.849 internal_count=3101 3043 is_linear=0 shrinkage=0.000400217 Tree=5066 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=3.78829 8.08671 7.00852 threshold=0.077800000000000022 0.10812000000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0087507098671856798 -0.0050800850882852713 0.014636159193924171 0.0060898775453025284 leaf_weight=37.548205052735284 35.94953926699236 7.2593375220894805 66.585697550093755 leaf_count=1564 744 21 743 internal_value=0 -0.00493473 0.00217234 internal_weight=0 44.8075 102.535 internal_count=3072 1585 1487 is_linear=0 shrinkage=0.0204111 Tree=5067 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=6.67689 8.80202 8.74821 threshold=0.088975000000000012 0.10812000000000001 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0087435020854301094 -0.025038723826140537 0.014671462325692016 0.0043284946436126636 leaf_weight=56.884991141982027 4.355166961788199 7.475186040159314 78.504327345523052 leaf_count=1852 48 26 1164 internal_value=0 -0.00600319 0.00275322 internal_weight=0 64.3602 82.8595 internal_count=3090 1878 1212 is_linear=0 shrinkage=0.0204111 Tree=5068 num_leaves=4 num_cat=0 split_feature=4 4 0 split_gain=4.85878 4.38067 0.378396 threshold=0.51074000000000008 -0.10092 -0.17127999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.2393156785106662e-05 0.00011318808249004636 -7.7479119451810363e-05 0.00042702157969000295 leaf_weight=36.962785947078373 0.84665849059820164 105.75168519281578 3.8230544689577064 leaf_count=370 19 2574 123 internal_value=0 -3.60404e-05 0.000374104 internal_weight=0 142.714 4.66971 internal_count=3086 2944 142 is_linear=0 shrinkage=0.000400217 Tree=5069 num_leaves=4 num_cat=0 split_feature=151 4 2 split_gain=3.73867 4.49249 0.424773 threshold=-0.29526499999999994 0.0019650000000000002 0.11448000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021213167358116332 -4.2703649904143754e-05 9.7312736987003738e-05 -0.00049605283260781676 leaf_weight=1.8337507024989457 84.781902109614748 64.555498916692159 2.0847923960536718 leaf_count=60 2097 929 18 internal_value=0 1.78501e-05 -0.000372771 internal_weight=0 149.337 3.91854 internal_count=3104 3026 78 is_linear=0 shrinkage=0.000400217 Tree=5070 num_leaves=3 num_cat=0 split_feature=1373 1 split_gain=4.3045 4.54962 threshold=0.099250000000000019 0.076845000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.4112518502041416e-05 -0.00052540313176223233 6.3965664092736452e-05 leaf_weight=47.929898755297472 2.2554802407976231 107.73106726686819 leaf_count=1617 25 1500 internal_value=0 1.83429e-05 internal_weight=0 155.661 internal_count=3142 3117 is_linear=0 shrinkage=0.000400217 Tree=5071 num_leaves=4 num_cat=0 split_feature=4 159 160 split_gain=4.12876 5.57692 0.272438 threshold=0.51074000000000008 0.10516000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.4834460436227992e-07 0.00043135614926603761 -0.00037840877831915538 0.00022358052503204594 leaf_weight=142.76793780653679 2.8525697506265715 6.3844175349804564 2.2531008431687942 leaf_count=2772 79 184 74 internal_value=0 -1.5753e-05 0.000346432 internal_weight=0 149.152 5.10567 internal_count=3109 2956 153 is_linear=0 shrinkage=0.000400217 Tree=5072 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=4.26846 5.36294 3.19113 threshold=0.12700000000000003 0.11596500000000001 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010767552249312834 0.023569768350190652 -0.024755093418905739 0.0035712261580512334 leaf_weight=130.87880725353898 4.515592505689713 3.998796460175071 11.989669237285851 leaf_count=2699 141 114 131 internal_value=0 -0.00179871 0.00916448 internal_weight=0 134.878 16.5053 internal_count=3085 2813 272 is_linear=0 shrinkage=0.0204111 Tree=5073 num_leaves=4 num_cat=0 split_feature=42 43 43 split_gain=4.60623 5.3302 4.33443 threshold=-1.0000000180025095e-35 0.0049750000000000011 -0.26007999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002783475528230378 0.00034422569119450905 0.0002531972792699419 6.2211054912812752e-06 leaf_weight=16.533783323640822 6.2740181763656429 3.599564854783238 125.63496571318683 leaf_count=651 44 181 2248 internal_value=0 -0.00018244 2.2576e-05 internal_weight=0 20.1333 131.909 internal_count=3124 832 2292 is_linear=0 shrinkage=0.000400217 Tree=5074 num_leaves=4 num_cat=0 split_feature=150 12 15 split_gain=4.46867 5.46033 5.23531 threshold=0.081245000000000026 -1.0000000180025095e-35 -0.031974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000116514271083828 0.00020617297416818499 -9.3037093298427385e-05 -0.00014119405289267652 leaf_weight=25.923742387298262 27.101734893978573 84.730527862084273 9.2440374805591983 leaf_count=330 253 2343 145 internal_value=0 -4.38759e-05 0.000117663 internal_weight=0 110.654 36.3458 internal_count=3071 2673 398 is_linear=0 shrinkage=0.000400217 Tree=5075 num_leaves=4 num_cat=0 split_feature=4 158 52 split_gain=3.80918 4.21587 2.4309 threshold=-0.49096999999999996 0.084710000000000021 0.10096500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019324601631441573 0.0030452730019359703 -0.010804561484913077 0.0067862430809503028 leaf_weight=5.6534929072950026 131.19314501489134 9.7338618520589062 1.9364090899471191 leaf_count=138 2593 327 13 internal_value=0 0.00208084 -0.0126611 internal_weight=0 140.927 7.5899 internal_count=3071 2920 151 is_linear=0 shrinkage=0.0204111 Tree=5076 num_leaves=4 num_cat=0 split_feature=151 15 1456 split_gain=4.01658 3.96219 3.90374 threshold=-0.084129999999999996 -0.0087549999999999989 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013124262486977506 0.0015687861334056032 0.010483505241157492 -0.021270274232137083 leaf_weight=16.239282362192174 123.46632952041546 3.5285090969409785 3.086818454306921 leaf_count=288 2541 35 208 internal_value=0 -0.00887501 0.000993398 internal_weight=0 19.7678 126.553 internal_count=3072 323 2749 is_linear=0 shrinkage=0.0204111 Tree=5077 num_leaves=4 num_cat=0 split_feature=15 4 148 split_gain=4.85497 7.71378 5.12765 threshold=0.082805000000000004 0.053255000000000004 -0.083929999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042052347927550498 -0.00036301441330588934 0.00018753490089307997 2.7244087026940926e-05 leaf_weight=4.1172271022805935 13.656131706629823 5.7086684409005093 130.47135494033864 leaf_count=76 1057 50 1920 internal_value=0 -0.00020057 1.32082e-05 internal_weight=0 19.3648 134.589 internal_count=3103 1107 1996 is_linear=0 shrinkage=0.000400217 Tree=5078 num_leaves=4 num_cat=0 split_feature=131 124 3 split_gain=3.65037 4.28881 3.47058 threshold=0.092255000000000018 0.08919500000000001 -0.58647999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015493733588399781 -0.00035599762513198165 0.00047653574314566414 1.6409773335987175e-05 leaf_weight=0.11512966454028983 7.6315222753328253 1.0379178393632171 148.4131417222161 leaf_count=3 330 8 2802 internal_value=0 -0.00025152 1.40299e-05 internal_weight=0 8.66944 148.528 internal_count=3143 338 2805 is_linear=0 shrinkage=0.000400217 Tree=5079 num_leaves=3 num_cat=0 split_feature=124 158 split_gain=4.03436 3.90906 threshold=0.10385500000000002 0.084965000000000027 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039274730449686656 0.017860376500751774 -0.013449713917007068 leaf_weight=138.18458537130209 4.6143113803118458 10.1506597418047 leaf_count=2757 33 334 internal_value=0 -0.00129571 internal_weight=0 148.335 internal_count=3124 3091 is_linear=0 shrinkage=0.0204111 Tree=5080 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=4.65388 9.56856 6.2604 threshold=0.0066850000000000008 -0.0015099999999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4161228508374605e-05 0.00010961726680160128 -0.00041217570896741372 -0.00040833365000034829 leaf_weight=78.232303947865148 60.418364066717913 10.929578122071687 3.8747064331546417 leaf_count=2017 822 192 42 internal_value=0 -6.34061e-05 7.77467e-05 internal_weight=0 89.1619 64.2931 internal_count=3073 2209 864 is_linear=0 shrinkage=0.000400217 Tree=5081 num_leaves=3 num_cat=0 split_feature=155 1456 split_gain=4.16678 3.83497 threshold=0.090655000000000013 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011837873083493341 -0.021863898576101885 -0.018619546183038325 leaf_weight=139.17612205530168 3.4110245403135186 4.0848646744416319 leaf_count=2633 182 272 internal_value=0 0.000605026 internal_weight=0 143.261 internal_count=3087 2905 is_linear=0 shrinkage=0.0204111 Tree=5082 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=3.92171 5.12439 threshold=0.10208000000000002 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024141467114434235 -0.00037113544220576796 -1.1047757742895761e-05 leaf_weight=14.10991732124239 4.2732919617556027 136.17930646205059 leaf_count=229 45 2822 internal_value=0 1.28168e-05 internal_weight=0 150.289 internal_count=3096 3051 is_linear=0 shrinkage=0.000400217 Tree=5083 num_leaves=4 num_cat=0 split_feature=4 15 50 split_gain=3.44134 4.67995 1.92871 threshold=0.50373500000000015 -0.095604999999999982 0.11805000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.007318180537559049 0.01927566430645522 0.0014161903819881944 -0.0066171126494540527 leaf_weight=33.063391331932507 5.5930071829352519 111.19011411716201 1.4566131420433519 leaf_count=465 171 2456 11 internal_value=0 -0.00058988 0.0139058 internal_weight=0 144.254 7.04962 internal_count=3103 2921 182 is_linear=0 shrinkage=0.0204111 Tree=5084 num_leaves=4 num_cat=0 split_feature=4 48 42 split_gain=4.67172 5.96122 4.53664 threshold=0.27150500000000005 0.11978500000000002 0.098980000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5020604473494752e-06 0.00025084752762919544 -0.00029458624484333322 -0.00027583898519429906 leaf_weight=114.97434770982363 21.703151725116189 3.6663216464221469 9.8646674591291212 leaf_count=2381 340 28 323 internal_value=0 0.000171075 -1.69565e-05 internal_weight=0 25.3695 124.839 internal_count=3072 368 2704 is_linear=0 shrinkage=0.000400217 Tree=5085 num_leaves=4 num_cat=0 split_feature=3 1 49 split_gain=3.85416 4.82155 3.29187 threshold=-0.15490999999999996 0.10100500000000003 0.0040150000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.4712947064143116e-05 -7.4694149734494172e-05 7.8864421028611181e-05 0.00053013106869242879 leaf_weight=12.399625526915768 82.621732378895103 54.102737145294668 3.5004853321588589 leaf_count=186 2238 685 16 internal_value=0 -1.39152e-05 0.000193609 internal_weight=0 136.724 15.9001 internal_count=3125 2923 202 is_linear=0 shrinkage=0.000400217 Tree=5086 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=4.03601 5.39201 threshold=-1.0000000180025095e-35 0.081315000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042858984506264508 -0.0001492513501542866 2.883813359828359e-05 leaf_weight=3.2602984979748717 35.792441745405085 112.62801922710787 leaf_count=86 706 2278 internal_value=0 -1.41893e-05 internal_weight=0 148.42 internal_count=3070 2984 is_linear=0 shrinkage=0.000400217 Tree=5087 num_leaves=4 num_cat=0 split_feature=3 0 11 split_gain=5.50791 5.25491 2.30457 threshold=-0.16935999999999998 -0.10643499999999999 0.077330000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039394932753510233 6.0400346819138754e-05 -9.49920552326159e-05 4.9144947946357243e-05 leaf_weight=7.2843029769137484 63.008974327036412 77.751159793435363 5.4129984993487597 leaf_count=54 551 2400 97 internal_value=0 -2.54405e-05 0.00024867 internal_weight=0 140.76 12.6973 internal_count=3102 2951 151 is_linear=0 shrinkage=0.000400217 Tree=5088 num_leaves=4 num_cat=0 split_feature=12 12 3 split_gain=4.47615 4.31908 4.11511 threshold=0.10042000000000002 0.097345000000000015 -0.22740999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055284946752360881 0.016720979335491631 0.016632954140164559 -0.013492063028515204 leaf_weight=128.37212496172288 2.0530898019205805 7.2464926252432624 14.741443474747937 leaf_count=2552 22 112 413 internal_value=0 0.00142507 -0.00971232 internal_weight=0 135.619 16.7945 internal_count=3099 2664 435 is_linear=0 shrinkage=0.0204111 Tree=5089 num_leaves=4 num_cat=0 split_feature=3 9 11 split_gain=5.23952 4.83533 2.25086 threshold=-0.16935999999999998 -1.0000000180025095e-35 0.080705000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019940669911475081 0.019748801662452381 -0.0014407766462896808 0.0014863344607270858 leaf_weight=7.5705675745848549 4.5283243778394526 135.44126381506794 4.3215690660872497 leaf_count=60 99 2870 85 internal_value=0 -0.00074001 0.0133108 internal_weight=0 139.97 11.8921 internal_count=3114 2969 145 is_linear=0 shrinkage=0.0204111 Tree=5090 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=4.34626 5.14761 2.36636 threshold=0.12700000000000003 0.11596500000000001 -0.073724999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5328878447806818e-06 0.00054356526633610863 -0.00043766377905478962 0.00013256183187136027 leaf_weight=131.39896649874572 2.6430669012479493 4.3920465947230687 12.838426335249093 leaf_count=2696 32 114 251 internal_value=0 -1.69558e-05 0.000206129 internal_weight=0 135.791 15.4815 internal_count=3093 2810 283 is_linear=0 shrinkage=0.000400217 Tree=5091 num_leaves=4 num_cat=0 split_feature=1456 0 13 split_gain=4.60933 4.52166 0.14244 threshold=-1.0000000180025095e-35 -0.063819999999999988 -0.15518499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.93271184951237e-05 -4.0105958196191557e-05 0.00011196226059790781 -0.0004283855488900154 leaf_weight=0.2795477146282791 98.107970036930055 45.870205788582098 3.9753700235669376 leaf_count=7 2185 570 274 internal_value=0 8.39102e-06 -0.000408971 internal_weight=0 143.978 4.25492 internal_count=3036 2755 281 is_linear=0 shrinkage=0.000400217 Tree=5092 num_leaves=3 num_cat=0 split_feature=45 1372 split_gain=3.41116 3.80968 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041934011809529004 -0.00053336484053858983 1.0689502712206798e-05 leaf_weight=3.1101130121387532 1.9784670168301079 149.15464788945974 leaf_count=25 40 3040 internal_value=0 3.17777e-06 internal_weight=0 151.133 internal_count=3105 3080 is_linear=0 shrinkage=0.000400217 Tree=5093 num_leaves=4 num_cat=0 split_feature=14 3 48 split_gain=3.77804 3.54931 0.799383 threshold=0.073890000000000011 -0.12229499999999999 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0073975032780704067 -0.032341442848662728 -0.00069837380708736565 -0.011087134454965297 leaf_weight=27.817529371008277 1.403751246747561 117.28098782872985 1.7967798333847884 leaf_count=263 14 2715 86 internal_value=0 0.000858233 -0.0211874 internal_weight=0 145.099 3.20053 internal_count=3078 2978 100 is_linear=0 shrinkage=0.0204111 Tree=5094 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=3.90162 3.74626 threshold=-0.016839999999999997 0.097925000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042966657285242461 -8.4120748573287031e-05 4.4020617243510415e-05 leaf_weight=2.9138152662198982 85.439495070160774 63.699058216232515 leaf_count=89 2070 969 internal_value=0 -2.93979e-05 internal_weight=0 149.139 internal_count=3128 3039 is_linear=0 shrinkage=0.000400217 Tree=5095 num_leaves=3 num_cat=0 split_feature=33 403 split_gain=4.36936 3.95483 threshold=-1.0000000180025095e-35 0.090530000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043505811408188987 3.24245529601455e-05 -0.00033488626177383867 leaf_weight=3.3309571584686628 148.54402970057708 4.7367328324180553 leaf_count=41 2751 261 internal_value=0 2.08376e-05 internal_weight=0 153.281 internal_count=3053 3012 is_linear=0 shrinkage=0.000400217 Tree=5096 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=3.58617 3.88983 threshold=-0.40941499999999992 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020296770175179377 -0.00088898403115798949 0.0060297513885037464 leaf_weight=3.086654251557774 96.053029221948236 52.148451450106222 leaf_count=68 2311 752 internal_value=0 0.00154826 internal_weight=0 148.201 internal_count=3131 3063 is_linear=0 shrinkage=0.0204111 Tree=5097 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=3.92282 5.74734 5.13796 threshold=-0.10462499999999998 0.0047850000000000011 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023556821112151176 -8.9485397056038589e-05 0.00013853741740451982 0.00019517570104048818 leaf_weight=5.3593915904639315 99.848915597809537 21.4119877332123 23.538889656891115 leaf_count=77 2448 327 244 internal_value=0 -4.9131e-05 0.00011469 internal_weight=0 121.261 28.8983 internal_count=3096 2775 321 is_linear=0 shrinkage=0.000400217 Tree=5098 num_leaves=4 num_cat=0 split_feature=133 1373 1 split_gain=3.9841 4.66349 4.38167 threshold=0.10635000000000001 0.10355500000000002 0.11227500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6000159019212627e-05 -0.00050246658537634746 -0.00052832975484982611 0.00025154699197448731 leaf_weight=148.95555662993138 4.4488108328514491 2.2713025361881582 1.6136935392860321 leaf_count=2648 388 21 38 internal_value=0 2.71398e-05 -0.000300844 internal_weight=0 151.227 6.0625 internal_count=3095 2669 426 is_linear=0 shrinkage=0.000400217 Tree=5099 num_leaves=4 num_cat=0 split_feature=133 1456 15 split_gain=3.67171 3.39534 0.267545 threshold=0.13997000000000001 1.0000000180025095e-35 -0.10924999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1307677854888556e-05 -1.9347022012172812e-05 -0.00031233282585069026 -0.0004211846118203972 leaf_weight=146.28412010306783 0.30190429952926967 4.3706824534310718 3.0378705591283497 leaf_count=2491 25 248 297 internal_value=0 3.08238e-05 -0.000386666 internal_weight=0 150.655 3.33977 internal_count=3061 2739 322 is_linear=0 shrinkage=0.000400217 Tree=5100 num_leaves=3 num_cat=0 split_feature=31 401 split_gain=3.52289 3.26221 threshold=-1.0000000180025095e-35 0.086895000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004285372326531018 1.4018119028974384e-05 -0.0003393608268295068 leaf_weight=3.0853752422844982 148.20046624026872 4.1938217843417069 leaf_count=79 2775 242 internal_value=0 4.05128e-06 internal_weight=0 152.394 internal_count=3096 3017 is_linear=0 shrinkage=0.000400217 Tree=5101 num_leaves=4 num_cat=0 split_feature=49 3 3 split_gain=4.16615 6.09152 3.99877 threshold=-0.085934999999999984 -0.0020499999999999997 -0.078644999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.624766405426313e-06 -6.672830808305313e-05 -0.00045402903572540755 7.7251769397285557e-05 leaf_weight=13.236148114723621 48.277123603969812 7.4445407052699002 85.384645219746744 leaf_count=145 1610 65 1243 internal_value=0 -0.000167331 2.52355e-05 internal_weight=0 20.6807 133.662 internal_count=3063 210 2853 is_linear=0 shrinkage=0.000400217 Tree=5102 num_leaves=3 num_cat=0 split_feature=1213 160 split_gain=4.34077 3.84597 threshold=-0.081269999999999995 -0.40187499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023393330319616174 -0.020598900104943228 0.0013945780756315891 leaf_weight=3.0190594096420673 3.2781973406599709 144.75534148447332 leaf_count=292 229 2575 internal_value=0 0.000892333 internal_weight=0 148.034 internal_count=3096 2804 is_linear=0 shrinkage=0.0204111 Tree=5103 num_leaves=4 num_cat=0 split_feature=4 3 475 split_gain=4.98153 4.71246 0.372529 threshold=0.50609000000000004 -0.58647999999999989 -0.071179999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.10604962938401055 0.0077525465084964688 -0.0011953431911096073 0.021870132255570565 leaf_weight=0.066843288950621083 1.1683940363582221 142.80578797090857 3.9792506667436092 leaf_count=2 26 2941 134 internal_value=0 -0.00132741 0.018899 internal_weight=0 142.873 5.14764 internal_count=3103 2943 160 is_linear=0 shrinkage=0.0204111 Tree=5104 num_leaves=4 num_cat=0 split_feature=43 31 484 split_gain=6.32469 3.94007 3.73865 threshold=0.091655000000000014 -1.0000000180025095e-35 0.08618000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042611204699384689 -0.00041394904216950638 4.1260643288881239e-07 0.00022666035330150288 leaf_weight=3.4602210881421334 8.7671375051140767 138.69129729603446 1.6715186230139796 leaf_count=88 268 2712 30 internal_value=0 1.11021e-05 -0.000310053 internal_weight=0 142.152 10.4387 internal_count=3098 2800 298 is_linear=0 shrinkage=0.000400217 Tree=5105 num_leaves=3 num_cat=0 split_feature=10 33 split_gain=4.25395 5.51423 threshold=0.08302000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.027854461203670727 0.021239325799120502 0.00052768037662251951 leaf_weight=2.7977419290691605 3.9109231512993565 143.30776414237334 leaf_count=31 67 2967 internal_value=0 -3.67166e-05 internal_weight=0 146.106 internal_count=3065 2998 is_linear=0 shrinkage=0.0204111 Tree=5106 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=4.37022 4.0518 threshold=-0.42985499999999993 -0.26577499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040795723486091319 -0.00044979099832727891 3.2661772981305087e-05 leaf_weight=3.7483161325071697 2.7311900609929571 144.94864049460739 leaf_count=272 177 2645 internal_value=0 2.34053e-05 internal_weight=0 147.68 internal_count=3094 2822 is_linear=0 shrinkage=0.000400217 Tree=5107 num_leaves=3 num_cat=0 split_feature=133 156 split_gain=4.06733 3.88063 threshold=-0.39935999999999994 0.11896500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025508297828984627 0.0011596810924443277 -0.025971132385684197 leaf_weight=2.3908174362295531 141.06360612794379 2.1192190261499482 leaf_count=160 2795 89 internal_value=0 0.000738144 internal_weight=0 143.183 internal_count=3044 2884 is_linear=0 shrinkage=0.0204111 Tree=5108 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=3.62934 4.18584 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020616765816514688 0.027737841001879742 -0.00047726354256604392 leaf_weight=3.5495574069209388 2.1135093378834418 139.44293725588068 leaf_count=279 25 2787 internal_value=0 -3.44081e-05 internal_weight=0 141.556 internal_count=3091 2812 is_linear=0 shrinkage=0.0204111 Tree=5109 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=4.48074 4.62357 threshold=-0.094679999999999986 0.090530000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033985614427414117 4.4168334468738968e-05 -0.00037171346368403835 leaf_weight=5.2756355074234298 142.99715728631418 4.3026186713977941 leaf_count=59 2740 252 internal_value=0 3.17473e-05 internal_weight=0 147.3 internal_count=3051 2992 is_linear=0 shrinkage=0.000400217 Tree=5110 num_leaves=3 num_cat=0 split_feature=44 50 split_gain=3.40659 4.72423 threshold=1.0000000180025095e-35 0.086500000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.4496618997006223e-05 -0.00030701936017275209 -0.00023458698486861749 leaf_weight=144.08921894996456 5.3343090661801389 11.155814935256783 leaf_count=2526 60 531 internal_value=0 1.50053e-05 internal_weight=0 155.245 internal_count=3117 3057 is_linear=0 shrinkage=0.000400217 Tree=5111 num_leaves=4 num_cat=0 split_feature=4 1374 14 split_gain=4.19472 4.53636 0.699495 threshold=0.50500500000000004 0.09309000000000002 -0.46795499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0686625353100621e-06 5.8754318808178255e-05 -0.00044538853959231133 0.00037762098817917364 leaf_weight=147.46513008132752 1.4490773836150763 3.6627661573875221 5.1938255877466863 leaf_count=2901 38 50 151 internal_value=0 -1.21591e-05 0.000310191 internal_weight=0 151.128 6.6429 internal_count=3140 2951 189 is_linear=0 shrinkage=0.000400217 Tree=5112 num_leaves=4 num_cat=0 split_feature=4 0 48 split_gain=4.52429 5.83467 4.75712 threshold=0.27150500000000005 -0.063819999999999988 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0047718934929722508 0.01161283691488145 0.0045774661569336853 -0.01380680365265464 leaf_weight=79.484841524819785 21.44125339755556 42.636660247575492 3.4791886694729319 leaf_count=2229 340 507 26 internal_value=0 -0.00150652 0.00801807 internal_weight=0 122.122 24.9204 internal_count=3102 2736 366 is_linear=0 shrinkage=0.0204111 Tree=5113 num_leaves=4 num_cat=0 split_feature=51 43 13 split_gain=5.92891 4.56278 0.077986 threshold=-0.24603999999999995 0.25537500000000007 0.52123500000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021083420544409658 0.00086048171921341286 -0.022188964956165388 -0.032052683763460536 leaf_weight=3.0003432489756952 134.30685689220991 3.5638985463083364 1.000026566442102 leaf_count=148 2787 175 6 internal_value=0 0.000247142 -0.0246236 internal_weight=0 137.871 4.00037 internal_count=3116 2962 154 is_linear=0 shrinkage=0.0204111 Tree=5114 num_leaves=4 num_cat=0 split_feature=41 2 12 split_gain=4.7626 4.17488 1.8698 threshold=0.082980000000000012 -0.58149499999999998 0.09117500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017937776521625456 -0.00014561629822964554 2.7850141161056313e-05 -0.00056416000410897701 leaf_weight=0.089849479496478035 4.8094642204232505 147.29145527145738 2.6434082479099743 leaf_count=2 86 2938 34 internal_value=0 2.53787e-05 -0.00030022 internal_weight=0 147.381 7.45287 internal_count=3060 2940 120 is_linear=0 shrinkage=0.000400217 Tree=5115 num_leaves=3 num_cat=0 split_feature=160 148 split_gain=3.85319 3.81534 threshold=-0.40187499999999993 -0.084284999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022005984387830982 -0.015526207156263015 0.0015300319265768179 leaf_weight=3.0210977293681927 5.5722937519894904 140.99146267190372 leaf_count=250 90 2763 internal_value=0 0.000870204 internal_weight=0 146.564 internal_count=3103 2853 is_linear=0 shrinkage=0.0204111 Tree=5116 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=3.89336 5.77483 3.66899 threshold=-0.24269999999999997 -0.19153499999999998 -0.46879999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010350615301679618 -0.023787155155511528 -0.00049324399246483284 0.016553494447914555 leaf_weight=2.6190612964564925 4.4746858402504577 133.33266978292522 9.5536451218649727 leaf_count=45 86 2757 210 internal_value=0 -0.00126831 0.0107233 internal_weight=0 137.807 12.1727 internal_count=3098 2843 255 is_linear=0 shrinkage=0.0204111 Tree=5117 num_leaves=4 num_cat=0 split_feature=0 1 3 split_gain=5.88275 11.1254 3.94355 threshold=-0.074479999999999977 1.0000000180025095e-35 0.076840000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003393580488398768 0.00014262659754066896 -5.2359783210081679e-06 -0.00010987376751632888 leaf_weight=20.412352399682277 43.147500450664666 71.830456918454729 12.75955940724816 leaf_count=1222 800 929 149 internal_value=0 -7.94954e-05 8.48945e-05 internal_weight=0 92.2428 55.9071 internal_count=3100 2151 949 is_linear=0 shrinkage=0.000400217 Tree=5118 num_leaves=4 num_cat=0 split_feature=484 1373 147 split_gain=3.86798 4.59724 4.22874 threshold=-0.0048899999999999994 0.099250000000000019 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033075538504003492 2.5711482365222081e-05 -0.00053237326720535956 0.00043915564436579981 leaf_weight=9.0702366553014127 140.45255054443987 2.2928050398186306 1.2067800760269154 leaf_count=471 2600 25 3 internal_value=0 1.63372e-05 -0.00023659 internal_weight=0 142.745 10.277 internal_count=3099 2625 474 is_linear=0 shrinkage=0.000400217 Tree=5119 num_leaves=4 num_cat=0 split_feature=1 159 3 split_gain=4.2212 6.46871 4.65405 threshold=0.10100500000000003 0.091330000000000008 0.090170000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026492381679378677 0.0101951076513412 -0.018773772521019277 -0.0016638221125732558 leaf_weight=86.256760918375221 31.98952590872068 8.5445372309186478 24.117696961329784 leaf_count=2087 545 207 254 internal_value=0 -0.00195332 0.00510438 internal_weight=0 94.8013 56.1072 internal_count=3093 2294 799 is_linear=0 shrinkage=0.0204111 Tree=5120 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=4.26512 10.0922 7.17129 threshold=-0.10726999999999999 0.12879500000000002 -0.075534999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011654635925897228 -0.00021382848294356703 -0.00045724642502276624 2.0127939220807301e-05 leaf_weight=58.181969336379552 33.370936003280804 5.2513370029628268 56.178460856201127 leaf_count=515 1615 36 987 internal_value=0 6.83228e-05 -6.7215e-05 internal_weight=0 63.4333 89.5494 internal_count=3153 551 2602 is_linear=0 shrinkage=0.000400217 Tree=5121 num_leaves=4 num_cat=0 split_feature=1429 52 2 split_gain=3.73301 3.99729 0.378754 threshold=-1.0000000180025095e-35 -0.048794999999999991 0.11079500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016694592288614515 0.0050037348860795727 -0.0020636997398108376 -0.0352418409156669 leaf_weight=2.2298375995378588 51.075010161104728 95.518863709694415 0.72332313138758753 leaf_count=121 807 2105 28 internal_value=0 0.000400616 -0.0223588 internal_weight=0 146.594 2.95316 internal_count=3061 2912 149 is_linear=0 shrinkage=0.0204111 Tree=5122 num_leaves=4 num_cat=0 split_feature=1375 2 150 split_gain=3.90189 4.33654 2.44085 threshold=-1.0000000180025095e-35 -0.58149499999999998 -0.07009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0062083109260172228 -0.093928562702281615 0.0017720989218522115 -0.017764528903304558 leaf_weight=2.2842179748695344 0.085608780384062722 138.70454456537846 7.070036977704147 leaf_count=22 2 2941 119 internal_value=0 0.0016374 -0.0119064 internal_weight=0 138.79 9.35425 internal_count=3084 2943 141 is_linear=0 shrinkage=0.0204111 Tree=5123 num_leaves=4 num_cat=0 split_feature=1374 156 49 split_gain=4.00479 3.45445 1.41698 threshold=0.087785000000000016 -1.0000000180025095e-35 -0.025549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021042283604834334 -0.024463317743923341 0.0026766486505372623 -0.0032838895769203747 leaf_weight=2.4937836491444605 3.0367291388683952 142.92152568711754 2.3289404620882115 leaf_count=158 49 2829 34 internal_value=0 0.00225401 -0.0155255 internal_weight=0 145.415 5.36567 internal_count=3070 2987 83 is_linear=0 shrinkage=0.0204111 Tree=5124 num_leaves=3 num_cat=0 split_feature=151 133 split_gain=4.3059 3.50508 threshold=-0.29526499999999994 0.13493500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02006999209310319 0.0017028294684399796 -0.019604255744246176 leaf_weight=3.9601401767868074 140.12194649760931 3.1804095982079152 leaf_count=71 2661 322 internal_value=0 0.00121501 internal_weight=0 143.302 internal_count=3054 2983 is_linear=0 shrinkage=0.0204111 Tree=5125 num_leaves=4 num_cat=0 split_feature=43 150 11 split_gain=4.21017 6.47449 6.21979 threshold=-0.07440999999999999 0.082085000000000019 0.088840000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0063044982632172461 -0.0056085817859610147 0.0065758269534379483 -0.023434144598681081 leaf_weight=50.057368594199943 72.724844989097619 24.104271556891035 3.0027358095394439 leaf_count=1206 1655 210 32 internal_value=0 -0.00257135 0.00457575 internal_weight=0 96.8291 53.0601 internal_count=3103 1865 1238 is_linear=0 shrinkage=0.0204111 Tree=5126 num_leaves=4 num_cat=0 split_feature=1213 49 151 split_gain=3.68179 4.45938 1.9043 threshold=-1.0000000180025095e-35 -0.085934999999999984 -0.082294999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017443487106134147 -0.009158048893918299 0.0016086871762997406 -0.019247058051431062 leaf_weight=0.56905635772272933 18.297432437539101 123.7063266127152 5.6797266229623338 leaf_count=6 189 2434 441 internal_value=0 0.000215252 -0.0156575 internal_weight=0 142.004 6.24878 internal_count=3070 2623 447 is_linear=0 shrinkage=0.0204111 Tree=5127 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=3.64016 9.88356 5.63956 threshold=-0.074249999999999997 -0.099049999999999985 -0.053524999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010884624735259508 0.01053088716040603 -0.013778940339222884 -0.00239430528892828 leaf_weight=69.226045988994883 26.250705115846358 25.367693452964886 30.074661755934358 leaf_count=673 418 1524 519 internal_value=0 -0.00291018 0.00363848 internal_weight=0 94.5937 56.3254 internal_count=3134 2197 937 is_linear=0 shrinkage=0.0204111 Tree=5128 num_leaves=4 num_cat=0 split_feature=4 15 15 split_gain=4.03405 5.22329 0.530099 threshold=0.50673000000000001 -0.095554999999999987 -0.46645999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0081933933022694406 0.0085203506973949867 0.00097011364009174912 0.021883625417231226 leaf_weight=34.544641459127888 2.3788633072981611 102.66904118042294 3.0911194200161836 leaf_count=491 109 2394 61 internal_value=0 -0.00134167 0.0163595 internal_weight=0 137.214 5.46998 internal_count=3055 2885 170 is_linear=0 shrinkage=0.0204111 Tree=5129 num_leaves=4 num_cat=0 split_feature=133 33 15 split_gain=3.55404 3.63355 0.432294 threshold=0.13997000000000001 -1.0000000180025095e-35 -0.11063999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003565888919961721 2.7419523954490078e-05 3.3719854445152436e-05 -0.00042291194257240705 leaf_weight=3.8109903759323052 0.36651635030284557 146.59429690544493 3.1604352606227613 leaf_count=43 23 2724 300 internal_value=0 2.35723e-05 -0.00037671 internal_weight=0 150.405 3.52695 internal_count=3090 2767 323 is_linear=0 shrinkage=0.000400217 Tree=5130 num_leaves=4 num_cat=0 split_feature=2 2 49 split_gain=4.2628 7.46137 5.43607 threshold=0.086635000000000004 0.086935000000000012 -0.18648999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022664689686510895 0.035808788011864351 0.0019854464933607408 -0.0058059000291634756 leaf_weight=2.8494231635704628 2.6857152121810932 95.354606510634767 50.097394200820418 leaf_count=16 39 1775 1268 internal_value=0 0.00295179 -0.00422911 internal_weight=0 98.0403 52.9468 internal_count=3098 1814 1284 is_linear=0 shrinkage=0.0204111 Tree=5131 num_leaves=4 num_cat=0 split_feature=130 1447 49 split_gain=4.84893 4.48292 0.800558 threshold=0.085970000000000005 -0.086059999999999984 -0.084324999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.026008858006377557 0.0011901596592048024 0.00013163935050394292 -0.023950602385615489 leaf_weight=2.7335176262786254 0.59605402220040549 140.72907843881694 3.8854167937533921 leaf_count=95 9 2642 329 internal_value=0 0.000644599 -0.0206593 internal_weight=0 143.463 4.48147 internal_count=3075 2737 338 is_linear=0 shrinkage=0.0204111 Tree=5132 num_leaves=4 num_cat=0 split_feature=1456 1 3 split_gain=4.08486 4.15743 0.91875 threshold=-1.0000000180025095e-35 0.11584000000000001 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0066167649217634137 -0.0015793441186114968 0.0072729401160893338 -0.021920128612718453 leaf_weight=0.47629581706132729 114.8291673796557 27.253055516688619 4.2462327145767622 leaf_count=5 2392 430 287 internal_value=0 0.000123019 -0.0189554 internal_weight=0 142.082 4.72253 internal_count=3114 2822 292 is_linear=0 shrinkage=0.0204111 Tree=5133 num_leaves=4 num_cat=0 split_feature=48 0 0 split_gain=4.44954 5.85494 4.64897 threshold=0.12879500000000002 -0.11471499999999998 -0.11532999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0060667113564713141 -0.029313659751034137 -0.0025280628023852752 0.00099619720686456572 leaf_weight=53.503693481063237 4.1988016881805379 85.858032966134488 4.1123152202926558 leaf_count=459 33 2547 59 internal_value=0 0.00077386 -0.0145026 internal_weight=0 139.362 8.31112 internal_count=3098 3006 92 is_linear=0 shrinkage=0.0204111 Tree=5134 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=3.76348 4.40975 threshold=0.51074000000000008 0.089520000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.7354752431033289e-06 0.00040345142325616258 -0.00044797928743014906 leaf_weight=141.73496750152844 3.608100833836942 3.3884201949404078 leaf_count=2881 144 60 internal_value=0 -4.21863e-06 internal_weight=0 145.123 internal_count=3085 2941 is_linear=0 shrinkage=0.000400217 Tree=5135 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=3.80415 6.404 2.6006 threshold=0.11584000000000001 0.099610000000000018 -0.15127999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2976467837539493e-05 -9.9945836949450574e-05 -0.00029518184091540577 0.00020905776621373511 leaf_weight=115.47012612340041 5.3624222797807333 11.803731622960184 22.005314377485774 leaf_count=2313 54 356 381 internal_value=0 -1.58373e-05 0.000148351 internal_weight=0 127.274 27.3677 internal_count=3104 2669 435 is_linear=0 shrinkage=0.000400217 Tree=5136 num_leaves=4 num_cat=0 split_feature=133 453 1 split_gain=4.52362 4.08426 3.2002 threshold=0.10681500000000001 0.096870000000000012 0.109225 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2706592353839625e-05 -0.00050238005514147426 -0.00046297389259925822 0.00021336464242332687 leaf_weight=143.01087657584139 4.1369910970242918 2.4934198711998752 1.2386233746074138 leaf_count=2632 382 24 35 internal_value=0 3.36917e-05 -0.000336473 internal_weight=0 145.504 5.37561 internal_count=3073 2656 417 is_linear=0 shrinkage=0.000400217 Tree=5137 num_leaves=3 num_cat=0 split_feature=1373 1132 split_gain=4.74829 3.56684 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056026207964535266 -0.0004945786383170679 2.3980034865680625e-05 leaf_weight=2.2087143417447797 2.0434966222383073 148.8829856433149 leaf_count=24 23 3019 internal_value=0 1.65975e-05 internal_weight=0 150.926 internal_count=3066 3042 is_linear=0 shrinkage=0.000400217 Tree=5138 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=4.65166 9.24911 6.56363 threshold=0.086005000000000012 0.0020050000000000003 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013581570730091809 -0.016531280770997539 0.0035454343123416791 0.0035487641785543226 leaf_weight=28.584335854997335 7.2815748729626639 24.15691681606404 82.003427825926337 leaf_count=1288 151 451 1202 internal_value=0 -0.00574605 0.0018925 internal_weight=0 52.7413 89.285 internal_count=3092 1739 1353 is_linear=0 shrinkage=0.0204111 Tree=5139 num_leaves=3 num_cat=0 split_feature=33 149 split_gain=4.38868 4.19601 threshold=-1.0000000180025095e-35 0.11234000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023399196756908172 0.00011848089143865808 -0.030401323876510566 leaf_weight=3.4015505868010214 136.89873090126639 1.7908544647507358 leaf_count=41 3002 17 internal_value=0 -0.000299818 internal_weight=0 138.69 internal_count=3060 3019 is_linear=0 shrinkage=0.0204111 Tree=5140 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=4.38752 4.66606 threshold=0.083550000000000013 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.9028110050596387e-05 -0.00044533313189516353 0.00040528494572799229 leaf_weight=141.67453272936109 3.6330630183219901 4.1644268893869585 leaf_count=2952 47 118 internal_value=0 -6.61024e-06 internal_weight=0 145.839 internal_count=3117 3070 is_linear=0 shrinkage=0.000400217 Tree=5141 num_leaves=4 num_cat=0 split_feature=12 41 12 split_gain=4.66264 4.24654 1.19628 threshold=0.11596500000000001 0.075585000000000013 0.12745500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018662965384788222 -0.029673447873539992 -0.010896535321860653 -0.010033767360677421 leaf_weight=132.73590060843708 2.1405083696590728 11.716698176576754 3.4766050364414696 leaf_count=2753 62 174 92 internal_value=0 0.000823452 -0.0179515 internal_weight=0 144.453 5.61711 internal_count=3081 2927 154 is_linear=0 shrinkage=0.0204111 Tree=5142 num_leaves=4 num_cat=0 split_feature=1447 123 1212 split_gain=3.80712 3.31842 3.2795 threshold=-1.0000000180025095e-35 0.08456000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047021144588013631 -0.00041206499650516058 0.00037579070522083472 1.9253712129372236e-05 leaf_weight=4.3848824705200959 2.7669714952644417 0.80224630679003883 146.98429736236722 leaf_count=273 229 9 2568 internal_value=0 -0.000334192 1.09823e-05 internal_weight=0 5.18713 149.751 internal_count=3079 282 2797 is_linear=0 shrinkage=0.000400217 Tree=5143 num_leaves=3 num_cat=0 split_feature=1444 160 split_gain=3.85412 3.61105 threshold=-0.084559999999999982 -0.11051499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.028863257044959196 -0.012059702922059691 0.0011396108971525509 leaf_weight=1.8838442065753032 9.1061659437254985 136.40736111077422 leaf_count=27 415 2659 internal_value=0 0.000304967 internal_weight=0 145.514 internal_count=3101 3074 is_linear=0 shrinkage=0.0204111 Tree=5144 num_leaves=4 num_cat=0 split_feature=4 1375 0 split_gain=3.89499 3.68634 0.263118 threshold=0.51026500000000008 -1.0000000180025095e-35 -0.16874499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027855254982729898 0.00011810328949974394 -1.4772143699516154e-05 0.00037903440594054278 leaf_weight=8.9353743623360042 0.88829199830070127 137.06537702180503 3.8384817598853251 leaf_count=128 21 2836 126 internal_value=0 -3.11168e-05 0.000333866 internal_weight=0 146.001 4.72677 internal_count=3111 2964 147 is_linear=0 shrinkage=0.000400217 Tree=5145 num_leaves=3 num_cat=0 split_feature=158 1429 split_gain=3.59993 3.6548 threshold=0.11034000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038278093610304555 -0.00042115165089573182 4.5904045137105411e-05 leaf_weight=3.1437776922102776 2.6884887625565161 149.347527784048 leaf_count=151 119 2848 internal_value=0 3.67919e-05 internal_weight=0 152.491 internal_count=3118 2999 is_linear=0 shrinkage=0.000400217 Tree=5146 num_leaves=3 num_cat=0 split_feature=124 3 split_gain=3.8486 3.52378 threshold=-0.52484999999999993 0.17769000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055299403832203967 1.2287942575880783e-05 0.00025879816777773308 leaf_weight=1.73393247835338 142.06120234700938 9.827136996900661 leaf_count=15 2948 143 internal_value=0 2.8416e-05 internal_weight=0 151.888 internal_count=3106 3091 is_linear=0 shrinkage=0.000400217 Tree=5147 num_leaves=4 num_cat=0 split_feature=1 3 15 split_gain=6.30428 5.27487 1.35983 threshold=0.12313000000000002 -0.097724999999999992 -0.0037949999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0043367252245739224 0.014191835537442949 -0.0048309131326553529 0.0012599664102061216 leaf_weight=36.922718306537718 13.046198659343647 88.903553044474393 4.5934802100528023 leaf_count=428 242 2334 51 internal_value=0 -0.00213928 0.0108535 internal_weight=0 125.826 17.6397 internal_count=3055 2762 293 is_linear=0 shrinkage=0.0204111 Tree=5148 num_leaves=3 num_cat=0 split_feature=133 123 split_gain=3.543 3.70993 threshold=-0.39935999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025218210601365042 -0.0017135002873002808 0.0091625345936430548 leaf_weight=2.3685926033431306 129.06070354121039 14.425403772387652 leaf_count=173 2655 249 internal_value=0 -0.000613784 internal_weight=0 143.486 internal_count=3077 2904 is_linear=0 shrinkage=0.0204111 Tree=5149 num_leaves=4 num_cat=0 split_feature=39 47 12 split_gain=4.54627 5.84249 4.49257 threshold=0.0047850000000000011 0.090280000000000013 -0.14256999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007777705944931214 -0.011545664889436277 -0.013495448672569993 0.011149340027959807 leaf_weight=104.03258524429839 4.3449284896778435 17.485751654661726 19.884801949956454 leaf_count=2454 52 296 300 internal_value=0 -0.00261851 0.00704523 internal_weight=0 121.518 24.2297 internal_count=3102 2750 352 is_linear=0 shrinkage=0.0204111 Tree=5150 num_leaves=4 num_cat=0 split_feature=42 1 1429 split_gain=5.49314 5.53639 5.5151 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039494190812882615 -0.00048471047808710383 2.0735321300995403e-05 7.1652296550468898e-05 leaf_weight=9.0279126322857355 2.8072694413422132 11.680615434539503 129.87739818260161 leaf_count=602 149 240 2086 internal_value=0 -0.000161629 5.94823e-05 internal_weight=0 20.7085 132.685 internal_count=3077 842 2235 is_linear=0 shrinkage=0.000400217 Tree=5151 num_leaves=4 num_cat=0 split_feature=402 1444 2 split_gain=3.71311 3.69014 1.65619 threshold=0.086255000000000012 -0.084559999999999982 0.11682500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.028422978766575662 -0.020086291662222259 0.00049472140073600693 0.0064370467383207137 leaf_weight=1.8870730119524513 5.0406515916838535 141.00443356167671 1.154427613597363 leaf_count=28 303 2747 33 internal_value=0 0.000885517 -0.0151172 internal_weight=0 142.892 6.19508 internal_count=3111 2775 336 is_linear=0 shrinkage=0.0204111 Tree=5152 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=3.48528 5.94623 3.14636 threshold=0.11584000000000001 -1.0000000180025095e-35 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022949803900304197 0.00026915745018991498 3.3235024021093284e-05 -7.0943512022284456e-06 leaf_weight=15.72160449324292 16.194492712849755 107.19189972848108 11.08882182225352 leaf_count=783 277 1886 159 internal_value=0 -5.48887e-07 0.00015731 internal_weight=0 122.914 27.2833 internal_count=3105 2669 436 is_linear=0 shrinkage=0.000400217 Tree=5153 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=4.27307 7.04145 3.76926 threshold=0.077800000000000022 -0.1171 0.085835000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026342356653822632 0.0050485039752401241 -0.0020025989169222777 -0.0034099556630481204 leaf_weight=5.5143331185681737 72.563177347241435 41.511081894015661 31.353404309484176 leaf_count=82 1167 1529 326 internal_value=0 -0.00491254 0.00249552 internal_weight=0 47.0254 103.917 internal_count=3104 1611 1493 is_linear=0 shrinkage=0.0204111 Tree=5154 num_leaves=4 num_cat=0 split_feature=376 4 1 split_gain=4.78547 7.33642 1.7528 threshold=0.048375000000000008 -0.23946499999999996 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01377729142128406 0.0047214718249828326 0.00058090105765453879 0.020638641557528314 leaf_weight=16.789573457033839 6.0919727245345694 120.65346548145317 5.5111667885212228 leaf_count=227 30 2730 134 internal_value=0 -0.00118283 0.0124067 internal_weight=0 137.443 11.6031 internal_count=3121 2957 164 is_linear=0 shrinkage=0.0204111 Tree=5155 num_leaves=4 num_cat=0 split_feature=133 2 15 split_gain=3.22678 3.84717 0.172699 threshold=0.13997000000000001 0.15412000000000003 -0.12468999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0231066747796276e-06 -5.2260003303920699e-05 0.00037501842037893958 -0.00041887388422603576 leaf_weight=146.12863688984362 0.25811202696058932 4.430566609138622 2.8684679710713672 leaf_count=2679 23 98 296 internal_value=0 1.22993e-05 -0.000391462 internal_weight=0 150.559 3.12658 internal_count=3096 2777 319 is_linear=0 shrinkage=0.000400217 Tree=5156 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=3.99395 3.98325 threshold=0.090240000000000015 0.073890000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015415777089239685 -0.018269725051838215 -0.01980711008944443 leaf_weight=139.19147890117893 4.5219978006207375 3.627061205363133 leaf_count=2946 60 107 internal_value=0 0.000984309 internal_weight=0 142.819 internal_count=3113 3053 is_linear=0 shrinkage=0.0204111 Tree=5157 num_leaves=3 num_cat=0 split_feature=52 147 split_gain=3.6916 3.38534 threshold=-0.51586999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02067638686151909 -0.023162298191204547 0.0017659624112888463 leaf_weight=3.1199064126703879 2.1940671330085015 144.94333653644571 leaf_count=222 33 2852 internal_value=0 0.00137691 internal_weight=0 147.137 internal_count=3107 2885 is_linear=0 shrinkage=0.0204111 Tree=5158 num_leaves=4 num_cat=0 split_feature=11 48 13 split_gain=3.40694 3.61689 3.31669 threshold=0.088315000000000018 0.081520000000000023 -0.10462499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0073625022951224733 -0.0021211265776351807 -0.030552586113189797 -0.00067540731936495282 leaf_weight=26.071586860343814 4.9339676134404717 2.902107250149129 116.67110772837623 leaf_count=286 88 30 2684 internal_value=0 -0.0129329 0.000797316 internal_weight=0 7.83607 142.743 internal_count=3088 118 2970 is_linear=0 shrinkage=0.0204111 Tree=5159 num_leaves=4 num_cat=0 split_feature=3 376 1 split_gain=3.82059 4.57515 2.96394 threshold=-0.15490999999999996 0.048375000000000008 0.078295000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041291233428327769 -3.8738573108482682e-05 0.00022447648230849377 4.4085766615811456e-05 leaf_weight=5.962281950749456 125.13144932235446 11.441589563037267 8.2746851696865615 leaf_count=27 2756 154 158 internal_value=0 -1.65216e-05 0.000200563 internal_weight=0 136.573 14.237 internal_count=3095 2910 185 is_linear=0 shrinkage=0.000400217 Tree=5160 num_leaves=4 num_cat=0 split_feature=401 1374 15 split_gain=3.89488 4.14881 1.05866 threshold=0.082280000000000006 -0.094679999999999986 -0.24124999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01734942823509017 0.015058337398397034 0.0013993335159071471 -0.020572036988416049 leaf_weight=4.9818475055508307 0.29774161527166132 141.78765694813046 4.3587930080830111 leaf_count=59 21 2765 249 internal_value=0 0.000750198 -0.0179937 internal_weight=0 146.77 4.65653 internal_count=3094 2824 270 is_linear=0 shrinkage=0.0204111 Tree=5161 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=3.9803 8.98248 6.97176 threshold=0.0064450000000000011 -0.0015099999999999998 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9332315874876305e-05 1.6065358829699643e-05 -0.00034290035410324742 0.0003133996121961807 leaf_weight=77.681522341408709 45.034483178962546 12.653455162391763 17.450205797795206 leaf_count=2015 715 216 141 internal_value=0 -3.17682e-05 9.95145e-05 internal_weight=0 90.335 62.4847 internal_count=3087 2231 856 is_linear=0 shrinkage=0.000400217 Tree=5162 num_leaves=4 num_cat=0 split_feature=2 1444 1 split_gain=3.57083 3.71872 0.82508 threshold=0.14780500000000005 -0.084559999999999982 0.08869500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051094630266761175 3.5324794940820204e-05 -2.8820664120044723e-05 0.00035000509209841567 leaf_weight=1.9618943565292273 1.8240135250962328 144.82443167881866 5.1531141668092459 leaf_count=28 23 2960 114 internal_value=0 -2.12224e-05 0.000269596 internal_weight=0 146.786 6.97713 internal_count=3125 2988 137 is_linear=0 shrinkage=0.000400217 Tree=5163 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=5.17979 5.64481 4.24867 threshold=0.27150500000000005 0.077165000000000025 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016162276627686854 0.011290764333666423 -0.021169229988499207 -0.012952437110226898 leaf_weight=112.01614993803378 20.293028973916083 6.3985602430184363 3.4367833333089939 leaf_count=2566 339 169 29 internal_value=0 -0.00269178 0.00773529 internal_weight=0 118.415 23.7298 internal_count=3103 2735 368 is_linear=0 shrinkage=0.0204111 Tree=5164 num_leaves=3 num_cat=0 split_feature=1446 133 split_gain=3.72975 3.82035 threshold=0.091520000000000018 0.13334500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020484602387883643 -0.023119167047097818 -0.019703290132084987 leaf_weight=143.15843580964429 2.4892298463673788 3.3334336519910712 leaf_count=2637 131 334 internal_value=0 0.00153883 internal_weight=0 146.492 internal_count=3102 2971 is_linear=0 shrinkage=0.0204111 Tree=5165 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=4.38135 4.32697 threshold=-0.094679999999999986 0.082085000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019068577384093073 -0.00090846311888078941 0.0076267797358202756 leaf_weight=4.5837760497815898 112.63789451189223 31.592824470251799 leaf_count=54 2676 359 internal_value=0 0.000965594 internal_weight=0 144.231 internal_count=3089 3035 is_linear=0 shrinkage=0.0204111 Tree=5166 num_leaves=3 num_cat=0 split_feature=1348 0 split_gain=3.38555 3.72862 threshold=0.087065000000000017 -0.0013399999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0016048281101407505 0.019550746546249494 0.0070057274469528218 leaf_weight=117.47214523002185 3.6479995364788911 25.382386497803964 leaf_count=2760 57 306 internal_value=0 -7.06165e-05 internal_weight=0 142.855 internal_count=3123 3066 is_linear=0 shrinkage=0.0204111 Tree=5167 num_leaves=4 num_cat=0 split_feature=42 42 39 split_gain=3.84475 5.38962 3.51375 threshold=0.10259500000000001 0.09832500000000001 0.096775000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0235308334141267e-05 -0.00039427777072891863 0.00041224952448569202 0.00019117423031847098 leaf_weight=133.56167153736169 7.0659858844010142 4.9060724492883301 2.0544159999117255 leaf_count=2681 285 67 57 internal_value=0 5.05481e-06 -0.000261683 internal_weight=0 138.468 9.1204 internal_count=3090 2748 342 is_linear=0 shrinkage=0.000400217 Tree=5168 num_leaves=4 num_cat=0 split_feature=123 483 3 split_gain=3.48221 4.16117 3.86836 threshold=1.0000000180025095e-35 0.09641000000000001 -0.0032149999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2701412208556298e-05 0.00031440784065173513 -0.00046841859345865371 -0.00011131425656469141 leaf_weight=127.16830437910539 10.396642824751323 3.1807255968087693 4.9973475926090023 leaf_count=2656 165 164 95 internal_value=0 -2.42141e-05 0.0001764 internal_weight=0 130.349 15.394 internal_count=3080 2820 260 is_linear=0 shrinkage=0.000400217 Tree=5169 num_leaves=4 num_cat=0 split_feature=14 472 15 split_gain=3.21675 3.1339 0.745293 threshold=0.077685000000000018 -1.0000000180025095e-35 -0.15160999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041655708012710148 -9.35845394567719e-05 3.1959068742783245e-05 -0.00048999166406766095 leaf_weight=2.4259803128661579 1.2091951596084984 149.53172933070891 2.2621716635767362 leaf_count=164 20 2860 89 internal_value=0 2.44971e-05 -0.000359148 internal_weight=0 151.958 3.47137 internal_count=3133 3024 109 is_linear=0 shrinkage=0.000400217 Tree=5170 num_leaves=4 num_cat=0 split_feature=52 4 52 split_gain=4.67557 4.98107 4.44834 threshold=-0.048794999999999991 -0.0031049999999999997 -0.0059799999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010903042104562118 -0.014837297331636938 0.011224699740462682 -0.0013758633300604394 leaf_weight=30.534788860037224 11.592384161805965 24.655288335707155 81.278361528726236 leaf_count=628 250 301 1898 internal_value=0 0.00442282 -0.003072 internal_weight=0 55.1901 92.8707 internal_count=3077 929 2148 is_linear=0 shrinkage=0.0204111 Tree=5171 num_leaves=4 num_cat=0 split_feature=1 4 151 split_gain=5.30171 5.46023 1.9734 threshold=0.11584000000000001 -0.080934999999999993 0.0035100000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3325209743203035e-05 0.0001965797272744699 -9.2130667839812979e-05 -0.00012978066503083641 leaf_weight=36.349332600089838 24.503245003637861 83.971283771643357 3.2961386051028958 leaf_count=795 411 1834 36 internal_value=0 -3.6069e-05 0.000157518 internal_weight=0 120.321 27.7994 internal_count=3076 2629 447 is_linear=0 shrinkage=0.000400217 Tree=5172 num_leaves=3 num_cat=0 split_feature=31 45 split_gain=3.92624 3.62291 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022555595939424206 0.021309161461662233 -0.00038164232034938674 leaf_weight=3.2053750822087741 3.169100141269154 144.02009481007553 leaf_count=92 26 2978 internal_value=0 0.000101221 internal_weight=0 147.189 internal_count=3096 3004 is_linear=0 shrinkage=0.0204111 Tree=5173 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=6.66571 11.0525 5.13664 threshold=0.085880000000000026 -0.083864999999999981 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.8107637951879097e-05 -0.00025106401450070701 -0.00028630868350162562 7.4155185362562509e-05 leaf_weight=21.390600383390847 8.4247651201440004 30.568532710152795 87.794585136609385 leaf_count=414 158 1304 1237 internal_value=0 -0.00013231 4.5421e-05 internal_weight=0 51.9591 96.2194 internal_count=3113 1718 1395 is_linear=0 shrinkage=0.000400217 Tree=5174 num_leaves=4 num_cat=0 split_feature=148 150 15 split_gain=3.48404 4.01959 2.70585 threshold=-0.082164999999999988 0.13475000000000004 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046220486251391941 3.919440500925567e-05 -0.00047394411279056867 5.5439823630993488e-05 leaf_weight=4.0652966124471277 148.05381068994029 2.3746229200623921 2.6037825492676339 leaf_count=73 3024 29 26 internal_value=0 3.07477e-05 -0.000262525 internal_weight=0 150.428 6.66908 internal_count=3152 3053 99 is_linear=0 shrinkage=0.000400217 Tree=5175 num_leaves=3 num_cat=0 split_feature=1375 16 split_gain=4.19001 4.29288 threshold=-0.43271999999999994 0.26746000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030070651310961267 0.0006725034048472811 -0.011327878927989905 leaf_weight=1.9074100425932545 131.02392283972586 13.606551125063559 leaf_count=15 2738 358 internal_value=0 -0.000464359 internal_weight=0 144.63 internal_count=3111 3096 is_linear=0 shrinkage=0.0204111 Tree=5176 num_leaves=3 num_cat=0 split_feature=448 48 split_gain=3.73618 3.87518 threshold=-0.083779999999999979 -0.065059999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021818014783028715 0.011592725718888013 -0.00037587169605230564 leaf_weight=3.0444259005598715 12.187854945950674 134.58671051092097 leaf_count=49 134 2909 internal_value=0 0.000626055 internal_weight=0 146.775 internal_count=3092 3043 is_linear=0 shrinkage=0.0204111 Tree=5177 num_leaves=3 num_cat=0 split_feature=52 15 split_gain=3.75788 3.46771 threshold=-0.51586999999999994 0.24290000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040512289190126042 3.2625370897268885e-05 -0.00049465249632427784 leaf_weight=3.2063105797569724 147.29149346621853 1.9135684632055916 leaf_count=221 2894 25 internal_value=0 2.54971e-05 internal_weight=0 149.205 internal_count=3140 2919 is_linear=0 shrinkage=0.000400217 Tree=5178 num_leaves=4 num_cat=0 split_feature=0 2 49 split_gain=4.07795 11.7333 5.42643 threshold=-0.13625999999999996 0.083835000000000007 -0.14931499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.027530509251382097 0.013641473115069944 -0.00019434548219048552 -0.0045502356115203731 leaf_weight=7.4385096937185144 7.3025204470031886 40.303104858583538 87.26916500882362 leaf_count=54 75 369 2578 internal_value=0 0.00417971 -0.00313106 internal_weight=0 47.7416 94.5717 internal_count=3076 423 2653 is_linear=0 shrinkage=0.0204111 Tree=5179 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=4.21537 4.17015 threshold=1.0000000180025095e-35 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.7902518018801461e-05 -0.00035909184751948772 0.0004074220681046215 leaf_weight=145.28347450627189 4.4918193093035361 4.4285387176787472 leaf_count=2928 58 110 internal_value=0 2.97205e-05 internal_weight=0 149.712 internal_count=3096 3038 is_linear=0 shrinkage=0.000400217 Tree=5180 num_leaves=4 num_cat=0 split_feature=2 43 150 split_gain=4.32614 6.5557 5.57937 threshold=0.097925000000000012 -0.26657499999999995 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025702720225445212 4.3087682712292528e-06 -0.00010807047476935123 0.00029559200178631465 leaf_weight=8.6618743146827892 48.457162677048473 77.412428627816553 13.347446717205456 leaf_count=114 759 2069 161 internal_value=0 -7.10436e-05 6.76357e-05 internal_weight=0 86.0743 61.8046 internal_count=3103 2183 920 is_linear=0 shrinkage=0.000400217 Tree=5181 num_leaves=4 num_cat=0 split_feature=1 16 2 split_gain=4.7505 6.44298 5.5233 threshold=0.086005000000000012 0.018230000000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021638628495921597 -8.5380203451321178e-05 6.8776912963914653e-05 0.00011457229885998304 leaf_weight=33.645832894690102 35.316494852828328 20.266157138568815 58.859748267248506 leaf_count=1368 715 381 633 internal_value=0 -0.00010927 3.95769e-05 internal_weight=0 53.912 94.1762 internal_count=3097 1749 1348 is_linear=0 shrinkage=0.000400217 Tree=5182 num_leaves=4 num_cat=0 split_feature=12 131 2 split_gain=4.02845 4.82945 3.28214 threshold=0.10042000000000002 0.088865000000000013 0.15361500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026581134902576909 -0.012277176150456658 -0.01163186463133606 0.01876668453864315 leaf_weight=116.77773870565579 14.660431799726213 10.649378994305151 1.4699679055484001 leaf_count=2258 401 406 34 internal_value=0 0.0014547 -0.00933827 internal_weight=0 127.427 16.1304 internal_count=3099 2664 435 is_linear=0 shrinkage=0.0204111 Tree=5183 num_leaves=3 num_cat=0 split_feature=158 482 split_gain=3.73152 3.38741 threshold=0.11015500000000002 0.099580000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.6264570020328502e-05 -0.00041513953378266653 -0.00045389336527519998 leaf_weight=146.40660654984094 2.8456783865185562 2.0902461132354793 leaf_count=2883 138 104 internal_value=0 3.88877e-05 internal_weight=0 148.497 internal_count=3125 2987 is_linear=0 shrinkage=0.000400217 Tree=5184 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=3.87337 6.56712 6.5232 threshold=0.27150500000000005 0.079700000000000007 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049932660906184124 0.012150418690778413 -0.02368294271944827 -0.017853970249364876 leaf_weight=121.85916049650405 19.660609508398924 5.2005303591140537 3.4606210300698867 leaf_count=2610 333 148 29 internal_value=0 -0.00146824 0.00759517 internal_weight=0 127.06 23.1212 internal_count=3120 2758 362 is_linear=0 shrinkage=0.0204111 Tree=5185 num_leaves=4 num_cat=0 split_feature=39 13 42 split_gain=3.66685 5.46677 4.121 threshold=0.0047850000000000011 -0.10939499999999998 -0.0043149999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013221161231558048 -0.00013642539006433218 -8.5594037023179438e-05 0.00022947004184626336 leaf_weight=22.528361257805955 6.8129246094613363 99.950433299651195 17.164934395928867 leaf_count=250 67 2469 297 internal_value=0 -4.54474e-05 0.000125356 internal_weight=0 122.479 23.9779 internal_count=3083 2719 364 is_linear=0 shrinkage=0.000400217 Tree=5186 num_leaves=4 num_cat=0 split_feature=403 456 1 split_gain=4.21381 4.59307 3.7148 threshold=-1.0000000180025095e-35 0.084065000000000015 0.080270000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022447655207413559 0.0027535144757033494 -0.014011938031615505 0.0021055978742970161 leaf_weight=5.689282532563082 131.22377873731602 7.0695515437400891 4.5730805060011335 leaf_count=551 2142 201 179 internal_value=0 0.00188582 -0.0116017 internal_weight=0 138.293 10.2624 internal_count=3073 2343 730 is_linear=0 shrinkage=0.0204111 Tree=5187 num_leaves=3 num_cat=0 split_feature=1373 133 split_gain=3.27982 3.27514 threshold=0.099250000000000019 0.10635000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.5006611693634171e-05 -0.00042135832916522019 -0.00026630649347746354 leaf_weight=141.26505405405624 2.6013063502323339 5.9130452489262089 leaf_count=2619 28 439 internal_value=0 2.27078e-05 internal_weight=0 147.178 internal_count=3086 3058 is_linear=0 shrinkage=0.000400217 Tree=5188 num_leaves=4 num_cat=0 split_feature=1 2 4 split_gain=5.02123 6.49861 4.11703 threshold=0.11584000000000001 0.079800000000000024 0.24099500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021506049672520778 2.4029718601451943e-05 1.2285747793976357e-05 0.00033668489783610962 leaf_weight=25.561581013724208 16.54599436395802 93.370600260066567 11.299613457464146 leaf_count=599 194 2043 248 internal_value=0 -3.67331e-05 0.000151744 internal_weight=0 118.932 27.8456 internal_count=3084 2642 442 is_linear=0 shrinkage=0.000400217 Tree=5189 num_leaves=4 num_cat=0 split_feature=49 3 15 split_gain=6.64498 7.04721 6.7727 threshold=-0.085014999999999993 -0.0020499999999999997 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.495794666235675e-05 5.0832109149492284e-05 -0.00056755146329027736 -0.00048982454658684949 leaf_weight=12.2863541514962 125.59252803277923 6.1330744344450059 3.7125957350217496 leaf_count=146 2645 55 220 internal_value=0 -0.000221343 3.48985e-05 internal_weight=0 18.4194 129.305 internal_count=3066 201 2865 is_linear=0 shrinkage=0.000400217 Tree=5190 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=3.54579 3.86163 threshold=-1.0000000180025095e-35 0.090240000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021276315916641451 0.00041256691507229193 -0.022503842133909501 leaf_weight=3.1998592228628686 141.09091665534652 3.0194130857416885 leaf_count=27 3014 50 internal_value=0 -8.4678e-05 internal_weight=0 144.11 internal_count=3091 3064 is_linear=0 shrinkage=0.0204111 Tree=5191 num_leaves=4 num_cat=0 split_feature=12 16 12 split_gain=3.8639 5.16347 4.69735 threshold=0.099195000000000019 -0.27157999999999993 0.097345000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040622157378935762 0.0090671216290930078 -0.016857715012389748 0.019800124315740558 leaf_weight=122.59377264631621 4.3903703785326789 11.14021936017525 5.3219209004309951 leaf_count=2523 68 402 81 internal_value=0 -0.00951653 0.00122971 internal_weight=0 15.5306 127.916 internal_count=3074 470 2604 is_linear=0 shrinkage=0.0204111 Tree=5192 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=3.50226 4.42037 threshold=0.089560000000000015 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011526421232506698 -0.017349651464035023 -0.00078966609517141888 leaf_weight=13.280107830883933 4.6957255467714267 129.83367922735488 leaf_count=213 54 2804 internal_value=0 0.000361311 internal_weight=0 143.114 internal_count=3071 3017 is_linear=0 shrinkage=0.0204111 Tree=5193 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=4.24084 6.30872 3.08587 threshold=0.11584000000000001 -0.11471499999999998 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034343704523846891 0.012477245074278333 -0.0061853505979533475 -0.0018282382323305958 leaf_weight=46.842868304869626 15.443057145457717 71.814052627712954 10.495149604394099 leaf_count=402 276 2283 156 internal_value=0 -0.00238806 0.00670596 internal_weight=0 118.657 25.9382 internal_count=3117 2685 432 is_linear=0 shrinkage=0.0204111 Tree=5194 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=4.03201 5.17162 4.54664 threshold=-0.23438999999999996 0.084950000000000012 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015155924906841835 -4.7112449156207675e-05 0.00018828948991714793 0.00033182923152198887 leaf_weight=4.2307035453268318 115.74742128387152 17.051729679311393 11.167465653852558 leaf_count=64 2633 301 99 internal_value=0 -1.67531e-05 0.000198881 internal_weight=0 132.799 15.3982 internal_count=3097 2934 163 is_linear=0 shrinkage=0.000400217 Tree=5195 num_leaves=4 num_cat=0 split_feature=4 15 48 split_gain=3.94123 4.26869 3.68629 threshold=0.27150500000000005 -0.22962499999999997 0.12450000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024854067969548397 0.011564523281151647 -0.00018663791398466472 -0.015108932546674387 leaf_weight=2.8813971546478561 19.329598162206825 123.82347959221443 2.3309505973011246 leaf_count=71 339 2653 21 internal_value=0 -0.000769049 0.00863118 internal_weight=0 126.705 21.6605 internal_count=3084 2724 360 is_linear=0 shrinkage=0.0204111 Tree=5196 num_leaves=4 num_cat=0 split_feature=14 44 3 split_gain=4.66844 3.64174 0.634403 threshold=0.077685000000000018 1.0000000180025095e-35 -0.13392999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054138363022811025 -0.01400055563241458 -0.01830787547223087 -0.035673063015598076 leaf_weight=139.01974470029745 1.2421779601718301 4.293490197043865 1.4497574130073179 leaf_count=2980 62 54 34 internal_value=0 -3.71688e-05 -0.0266308 internal_weight=0 143.313 2.69194 internal_count=3130 3034 96 is_linear=0 shrinkage=0.0204111 Tree=5197 num_leaves=3 num_cat=0 split_feature=1444 41 split_gain=4.47777 3.931 threshold=-0.084559999999999982 0.075585000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.031291869354463382 0.00059367985646587842 -0.012036148528301678 leaf_weight=1.7722790875122871 133.4388919469493 11.010100052983033 leaf_count=27 2899 162 internal_value=0 -0.00037756 internal_weight=0 144.449 internal_count=3088 3061 is_linear=0 shrinkage=0.0204111 Tree=5198 num_leaves=4 num_cat=0 split_feature=483 0 15 split_gain=4.93937 4.6836 0.772001 threshold=0.09641000000000001 -0.10726999999999999 -0.46571499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9384890707109776e-05 -1.1495557407942014e-05 -4.590305411776368e-05 -0.00049173483138538368 leaf_weight=60.494187299802434 0.63447069551330049 85.822248597876751 3.55087275365804 leaf_count=529 21 2402 163 internal_value=0 1.4196e-05 -0.00042113 internal_weight=0 146.316 4.18534 internal_count=3115 2931 184 is_linear=0 shrinkage=0.000400217 Tree=5199 num_leaves=4 num_cat=0 split_feature=13 132 48 split_gain=4.23165 5.02163 4.31153 threshold=-0.10462499999999998 0.08018500000000002 0.036755000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024545234405118311 -5.8255977579102368e-05 0.00021165652494581127 -7.0600684393352369e-05 leaf_weight=19.812009878165558 108.89381011187652 12.174667607177978 10.523905559442936 leaf_count=202 2525 255 120 internal_value=0 -3.0943e-05 0.000135953 internal_weight=0 121.068 30.3359 internal_count=3102 2780 322 is_linear=0 shrinkage=0.000400217 Tree=5200 num_leaves=4 num_cat=0 split_feature=1429 484 43 split_gain=3.99798 3.53902 0.374137 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.081054999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015293545135384163 -0.00018766408127077552 4.7746566835628314e-05 -0.00051796993321282295 leaf_weight=0.71035224314255208 10.937815959841826 137.88679980639427 2.1689960489384239 leaf_count=43 446 2484 101 internal_value=0 3.03171e-05 -0.000437009 internal_weight=0 148.825 2.87935 internal_count=3074 2930 144 is_linear=0 shrinkage=0.000400217 Tree=5201 num_leaves=3 num_cat=0 split_feature=51 1374 split_gain=4.33291 2.86915 threshold=-0.40148999999999996 0.115 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021994122671392499 0.0016402454840490379 -0.022797651449547613 leaf_weight=3.293200562009587 142.98395309365151 1.9182594236917783 leaf_count=120 2957 17 internal_value=0 0.00129938 internal_weight=0 144.902 internal_count=3094 2974 is_linear=0 shrinkage=0.0204111 Tree=5202 num_leaves=3 num_cat=0 split_feature=1374 133 split_gain=3.78754 3.54469 threshold=-0.095439999999999983 0.13997000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033865351338046592 5.02017998314622e-05 -0.00037460011051696325 leaf_weight=4.2155561023391774 147.06508159839723 3.1041371656465335 leaf_count=52 2727 325 internal_value=0 4.11482e-05 internal_weight=0 150.169 internal_count=3104 3052 is_linear=0 shrinkage=0.000400217 Tree=5203 num_leaves=4 num_cat=0 split_feature=12 47 13 split_gain=4.05172 5.04912 4.88746 threshold=0.023990000000000004 0.07906500000000001 -0.10462499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0069579541000252499 0.0057378184388806024 -0.0051051687449713791 -0.0064990894264004128 leaf_weight=57.39772828866262 19.025331646436825 19.21787764923647 46.944285830104491 leaf_count=660 169 159 2094 internal_value=0 0.00392907 -0.00296628 internal_weight=0 76.6156 65.9696 internal_count=3082 819 2263 is_linear=0 shrinkage=0.0204111 Tree=5204 num_leaves=4 num_cat=0 split_feature=2 1444 150 split_gain=3.44165 5.04467 3.58633 threshold=0.092120000000000021 -0.084559999999999982 0.082085000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.030115422517439275 0.001198976059883671 -0.0035772325833933983 0.012153832615339633 leaf_weight=1.7895634380984109 58.499946629468468 71.1324427390864 15.714582411805166 leaf_count=19 1036 1840 179 internal_value=0 -0.00270549 0.00353343 internal_weight=0 72.922 74.2145 internal_count=3074 1859 1215 is_linear=0 shrinkage=0.0204111 Tree=5205 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.84996 6.59871 threshold=-0.5318799999999998 -0.10462499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036973952476728367 0.00020188411806530847 -2.1410879700870275e-05 leaf_weight=4.0996252910699686 25.691036329022609 118.68679547464126 leaf_count=41 284 2728 internal_value=0 1.84486e-05 internal_weight=0 144.378 internal_count=3053 3012 is_linear=0 shrinkage=0.000400217 Tree=5206 num_leaves=4 num_cat=0 split_feature=4 14 14 split_gain=4.04212 5.40419 0.386232 threshold=0.50500500000000004 -0.13131999999999996 -0.46879999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021473177698245176 0.0073308876087883595 0.0014423626370335002 0.021292295132336193 leaf_weight=4.3163315970450631 1.211620462592691 134.82808723884227 4.2686178895528419 leaf_count=54 34 2815 150 internal_value=0 0.000714817 0.0184142 internal_weight=0 139.144 5.48024 internal_count=3053 2869 184 is_linear=0 shrinkage=0.0204111 Tree=5207 num_leaves=4 num_cat=0 split_feature=1 16 2 split_gain=6.82775 8.2906 4.55845 threshold=0.076845000000000011 0.0061350000000000007 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028926866050198473 -6.933410639890047e-05 6.3655481219334169e-05 0.00010702193619975953 leaf_weight=25.661777351640922 36.087807379895821 18.124550021864707 66.739645396883134 leaf_count=1255 741 353 763 internal_value=0 -0.000143392 4.51208e-05 internal_weight=0 43.7863 102.827 internal_count=3112 1608 1504 is_linear=0 shrinkage=0.000400217 Tree=5208 num_leaves=4 num_cat=0 split_feature=52 160 52 split_gain=4.77464 4.40038 3.84811 threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.10103499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.4866410786677168e-05 -0.00020487397782604282 -2.9859305882240183e-06 0.00018834986751492807 leaf_weight=23.802447726280661 22.684355086355936 71.640494323772145 31.318054971721722 leaf_count=567 741 1422 361 internal_value=0 -5.17237e-05 9.64138e-05 internal_weight=0 94.3248 55.1205 internal_count=3091 2163 928 is_linear=0 shrinkage=0.000400217 Tree=5209 num_leaves=4 num_cat=0 split_feature=128 149 2 split_gain=4.13183 4.2436 0.472781 threshold=0.085185000000000025 0.11108000000000001 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011171301607173234 -0.023935543193482942 -0.028349913875241387 -0.0046163925143256606 leaf_weight=140.4227706019883 3.0912248058884866 1.9541051988489915 0.70550565648591135 leaf_count=2842 192 18 26 internal_value=0 0.000690739 -0.0205807 internal_weight=0 142.377 3.79673 internal_count=3078 2860 218 is_linear=0 shrinkage=0.0204111 Tree=5210 num_leaves=4 num_cat=0 split_feature=48 52 457 split_gain=4.87847 5.51017 4.52174 threshold=-0.024949999999999996 -0.010264999999999998 0.082335000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022184278831550305 -5.4180050303912511e-05 0.00033529747483972513 0.0001662692183239766 leaf_weight=3.6058610513573504 116.33196401160967 12.261425400618462 16.980673180951271 leaf_count=81 2808 100 157 internal_value=0 0.000208019 -2.59844e-05 internal_weight=0 15.8673 133.313 internal_count=3146 181 2965 is_linear=0 shrinkage=0.000400217 Tree=5211 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=3.65363 4.17346 threshold=-0.095439999999999983 -0.13338499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034842213953627319 0.00012225140635328943 -2.4386435809236101e-05 leaf_weight=4.2808238975703707 45.41296484155464 97.947410314431181 leaf_count=50 402 2613 internal_value=0 2.21239e-05 internal_weight=0 143.36 internal_count=3065 3015 is_linear=0 shrinkage=0.000400217 Tree=5212 num_leaves=4 num_cat=0 split_feature=13 12 0 split_gain=4.75476 5.35762 4.71805 threshold=-0.10462499999999998 -0.052409999999999991 -0.10726999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021551018414505492 6.0398221211980632e-05 0.00022299353510161715 -9.9822807166636014e-05 leaf_weight=5.3678190337959704 49.22119862670661 24.286790435377043 72.920510040945373 leaf_count=80 391 233 2390 internal_value=0 0.000143107 -3.52601e-05 internal_weight=0 29.6546 122.142 internal_count=3094 313 2781 is_linear=0 shrinkage=0.000400217 Tree=5213 num_leaves=4 num_cat=0 split_feature=13 2 123 split_gain=4.19964 5.53982 5.24812 threshold=-0.10462499999999998 0.11741500000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025050223286886432 -3.7670877598654463e-05 -0.00017503899321171293 0.00022679658241248863 leaf_weight=22.934155412134718 109.14556830434594 6.1369063113233997 13.392187954857944 leaf_count=203 2529 108 233 internal_value=0 0.000160343 -8.58649e-06 internal_weight=0 29.0711 122.538 internal_count=3073 311 2762 is_linear=0 shrinkage=0.000400217 Tree=5214 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=3.7603 5.95708 4.64657 threshold=0.097925000000000012 -0.23098999999999997 0.082085000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003678723360133957 2.0907170705535412e-05 -7.8563038003874963e-05 0.00029205551525139211 leaf_weight=4.9721957882866255 50.304037626447098 82.395324155892013 12.567923628492279 leaf_count=35 773 2134 161 internal_value=0 -5.27175e-05 7.55318e-05 internal_weight=0 87.3675 62.872 internal_count=3103 2169 934 is_linear=0 shrinkage=0.000400217 Tree=5215 num_leaves=3 num_cat=0 split_feature=1373 1429 split_gain=3.63788 3.68971 threshold=0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00043742465556280028 -0.00048000778705880156 1.6081691662273483e-05 leaf_weight=2.8193721802163045 2.3845484337070948 145.70828974189499 leaf_count=142 24 2935 internal_value=0 7.15015e-06 internal_weight=0 148.528 internal_count=3101 3077 is_linear=0 shrinkage=0.000400217 Tree=5216 num_leaves=3 num_cat=0 split_feature=1374 43 split_gain=4.62604 4.66569 threshold=-0.094679999999999986 0.25035000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019301857460570192 0.001215794751277807 -0.022635545505246882 leaf_weight=4.9085002490319303 139.41764155658166 3.3907146626297608 leaf_count=59 2876 189 internal_value=0 0.0006322 internal_weight=0 142.808 internal_count=3124 3065 is_linear=0 shrinkage=0.0204111 Tree=5217 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=4.86025 6.01327 4.33252 threshold=0.10100500000000003 -0.11550499999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010632493237221278 1.4284727646281827e-05 -0.00013550411024455326 0.00027619951084404987 leaf_weight=21.973435462306952 41.859492453135317 64.823222812112363 13.233656495925969 leaf_count=209 527 2071 263 internal_value=0 -7.42246e-05 7.76306e-05 internal_weight=0 86.7967 55.0931 internal_count=3070 2280 790 is_linear=0 shrinkage=0.000400217 Tree=5218 num_leaves=4 num_cat=0 split_feature=13 49 16 split_gain=3.9126 5.45768 5.3942 threshold=0.078920000000000018 -0.085934999999999984 -0.26788499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022984812043346732 0.00048866134051520082 2.1722917709632638e-05 5.4488364044134082e-05 leaf_weight=15.639353584643684 6.0820378493517664 112.12728771699039 17.762009491736535 leaf_count=180 52 2555 290 internal_value=0 -9.24508e-06 0.000167002 internal_weight=0 127.767 23.844 internal_count=3077 2735 342 is_linear=0 shrinkage=0.000400217 Tree=5219 num_leaves=4 num_cat=0 split_feature=43 1 15 split_gain=5.69742 4.34257 0.885885 threshold=0.15834000000000004 0.10100500000000003 -0.25766499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4437405917434027e-05 4.8300659876195436e-05 0.00010893545679261397 -0.00049696127701510137 leaf_weight=89.216068126770551 0.51961016003042448 54.366223112097941 3.9423580655275137 leaf_count=2112 12 752 207 internal_value=0 1.98921e-05 -0.000433836 internal_weight=0 143.582 4.46197 internal_count=3083 2864 219 is_linear=0 shrinkage=0.000400217 Tree=5220 num_leaves=4 num_cat=0 split_feature=2 149 15 split_gain=3.36767 4.53506 0.482857 threshold=0.14780500000000005 0.10096000000000001 0.017595000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039524049246968584 0.0096063102014699343 -0.027752632817755762 0.021868469263506038 leaf_weight=134.97248478412075 3.9428577849175772 2.4606824209913603 2.2404759427299723 leaf_count=2858 98 29 31 internal_value=0 -0.000907256 0.0143593 internal_weight=0 137.433 6.18333 internal_count=3016 2887 129 is_linear=0 shrinkage=0.0204111 Tree=5221 num_leaves=4 num_cat=0 split_feature=52 3 133 split_gain=3.90359 3.63401 3.39572 threshold=-0.27269499999999997 -0.51464499999999991 -0.25351499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.028962154714529512 -0.021237163867938974 -0.016241475425372187 0.0025660217858674548 leaf_weight=0.71600937843322743 2.4320578091865164 7.7192923282709653 137.22851784762315 leaf_count=1 174 344 2538 internal_value=0 -0.0120753 0.00213483 internal_weight=0 8.4353 139.661 internal_count=3057 345 2712 is_linear=0 shrinkage=0.0204111 Tree=5222 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=3.99092 6.38509 3.84699 threshold=0.094655000000000017 -0.12077499999999998 0.10178500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.007121225967082965 0.0072598435993590608 -0.0065802400174553455 -0.0032731912109597639 leaf_weight=18.222990460810252 39.311444484395906 62.404288153855305 22.718067172827432 leaf_count=175 649 1996 257 internal_value=0 -0.00347792 0.00340321 internal_weight=0 80.6273 62.0295 internal_count=3077 2171 906 is_linear=0 shrinkage=0.0204111 Tree=5223 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=3.58812 7.21052 6.29403 threshold=0.0064450000000000011 -0.0015099999999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3199099270517961e-06 0.00011581957035225991 -0.00032569518525809476 -0.00036388534145390214 leaf_weight=76.353486146595969 61.315845071934746 12.2024193939651 4.6092319060116997 leaf_count=1996 848 209 47 internal_value=0 -4.15078e-05 8.17203e-05 internal_weight=0 88.5559 65.9251 internal_count=3100 2205 895 is_linear=0 shrinkage=0.000400217 Tree=5224 num_leaves=4 num_cat=0 split_feature=49 43 15 split_gain=3.51892 9.31049 6.68658 threshold=-0.085934999999999984 -0.10281499999999998 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041022106436918831 4.5696275339201686e-05 -0.00030178890228623736 -0.00048047703313724695 leaf_weight=3.585314986936285 127.94236560034187 14.41430119043798 3.8773827486584187 leaf_count=32 2654 163 226 internal_value=0 -0.000158306 2.98246e-05 internal_weight=0 17.9996 131.82 internal_count=3075 195 2880 is_linear=0 shrinkage=0.000400217 Tree=5225 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=4.03195 3.88143 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020691390011910914 0.028190401272562549 0.00079108679484352919 leaf_weight=3.4785175487777442 2.0751322922296813 143.15161914785494 leaf_count=270 26 2816 internal_value=0 0.00120401 internal_weight=0 145.227 internal_count=3112 2842 is_linear=0 shrinkage=0.0204111 Tree=5226 num_leaves=4 num_cat=0 split_feature=484 150 156 split_gain=4.38962 5.23701 3.90227 threshold=-0.0048899999999999994 0.10117000000000001 0.11896500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039298861889948378 2.545064046347326e-05 0.00030269183541824327 -0.0005024601560289552 leaf_weight=8.3101144839165482 137.47526680770534 2.0933422511443487 2.1681041590927626 leaf_count=467 2518 12 95 internal_value=0 -0.000251274 1.68583e-05 internal_weight=0 10.4035 139.643 internal_count=3092 479 2613 is_linear=0 shrinkage=0.000400217 Tree=5227 num_leaves=4 num_cat=0 split_feature=133 456 12 split_gain=4.63618 4.85057 3.9665 threshold=0.10144500000000002 0.087055000000000007 -0.010419999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7565760565717397e-05 0.00016105634756122066 -0.00030647193276587593 -0.00047453370750818189 leaf_weight=135.96117816524202 2.1553905350156128 6.3833265830180599 5.2752948200286474 leaf_count=2437 35 165 427 internal_value=0 3.14608e-05 -0.000290517 internal_weight=0 142.345 7.43069 internal_count=3064 2602 462 is_linear=0 shrinkage=0.000400217 Tree=5228 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=6.28031 4.13804 threshold=-0.40306999999999998 0.10364000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041727172956957959 -1.9287669167596206e-05 0.00012283810818960789 leaf_weight=5.0917123420076669 94.072572132550704 50.256057713588234 leaf_count=308 2128 629 internal_value=0 3.02582e-05 internal_weight=0 144.329 internal_count=3065 2757 is_linear=0 shrinkage=0.000400217 Tree=5229 num_leaves=4 num_cat=0 split_feature=128 14 2 split_gain=3.74306 3.46719 0.778997 threshold=0.085185000000000025 0.077685000000000018 0.11753000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047421842228994308 -0.023552591373196031 -0.021016681284555038 -0.00036409385676599589 leaf_weight=137.89894195482339 3.3719240517530116 3.088077114254701 0.73433258524164546 leaf_count=2760 202 93 20 internal_value=0 -1.28067e-05 -0.0195255 internal_weight=0 140.987 4.10626 internal_count=3075 2853 222 is_linear=0 shrinkage=0.0204111 Tree=5230 num_leaves=4 num_cat=0 split_feature=13 132 12 split_gain=3.97632 5.38922 4.60439 threshold=-0.10462499999999998 0.08018500000000002 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019923559233258226 -7.0111306319170977e-05 0.00021641981663603758 0.00019668091943710533 leaf_weight=5.7322056915145394 107.26204928304651 11.546467263484372 24.300097404513508 leaf_count=85 2505 248 232 internal_value=0 -4.20871e-05 0.000120654 internal_weight=0 118.809 30.0323 internal_count=3070 2753 317 is_linear=0 shrinkage=0.000400217 Tree=5231 num_leaves=4 num_cat=0 split_feature=42 1373 132 split_gain=5.35651 3.8717 1.6561 threshold=-0.094924999999999995 0.099250000000000019 0.081055000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022921191822909692 0.00092933678059301634 -0.026990453918923976 -2.6152243948994739e-05 leaf_weight=5.4164763781882348 138.64356673076691 1.9886297780030862 1.7278823652304707 leaf_count=228 2851 24 34 internal_value=0 0.000513375 -0.0174698 internal_weight=0 140.632 7.14436 internal_count=3137 2875 262 is_linear=0 shrinkage=0.0204111 Tree=5232 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=3.91452 5.75815 5.02514 threshold=0.084045000000000022 0.099280000000000021 -0.19424999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0071971859354045065 -0.0082945029127293752 0.0055440389391963147 0.0051334212871825512 leaf_weight=17.207920485292561 42.220826106393361 17.700087439297931 67.174600471429585 leaf_count=270 1691 408 744 internal_value=0 -0.00420401 0.00261267 internal_weight=0 59.9209 84.3825 internal_count=3113 2099 1014 is_linear=0 shrinkage=0.0204111 Tree=5233 num_leaves=4 num_cat=0 split_feature=3 160 11 split_gain=4.93795 5.01378 4.0949 threshold=-0.15490999999999996 0.087065000000000017 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019221522615559941 0.00013319443069170409 -0.011591594201993599 -0.0034403586274859206 leaf_weight=9.2007944523356837 115.08708261662468 17.393357597917202 5.1172327468520953 leaf_count=72 2537 332 125 internal_value=0 -0.00141464 0.0111584 internal_weight=0 132.48 14.318 internal_count=3066 2869 197 is_linear=0 shrinkage=0.0204111 Tree=5234 num_leaves=4 num_cat=0 split_feature=1375 49 52 split_gain=4.27338 3.76784 3.66538 threshold=-1.0000000180025095e-35 0.013470000000000001 -0.51586999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021329502287281279 -0.02051877723553279 0.0063376272561152828 0.0020958442438340557 leaf_weight=6.3577485244604741 2.9413028503477099 2.9398537534289062 136.33344519175807 leaf_count=102 226 40 2746 internal_value=0 -0.01261 0.00160215 internal_weight=0 9.2976 139.275 internal_count=3114 142 2972 is_linear=0 shrinkage=0.0204111 Tree=5235 num_leaves=4 num_cat=0 split_feature=2 0 12 split_gain=5.24775 5.76682 5.13783 threshold=1.0000000180025095e-35 -0.066359999999999988 0.10042000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012851004229213005 0.0037349217469003935 0.0045401794445675799 -0.012721202015856171 leaf_weight=21.788196986017283 107.91710247839364 12.391583019285461 8.419290523601374 leaf_count=561 2028 174 310 internal_value=0 -0.00655174 0.0025329 internal_weight=0 34.1798 116.336 internal_count=3073 735 2338 is_linear=0 shrinkage=0.0204111 Tree=5236 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=5.73278 10.1749 4.60938 threshold=1.0000000180025095e-35 -0.083954999999999988 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013849901560575715 -0.00019712572064070413 -0.00026001397853034596 8.6880442995575642e-05 leaf_weight=16.190615019891993 10.029326507647054 27.649630328043713 94.364298787200823 leaf_count=317 180 1250 1326 internal_value=0 -0.000112861 5.94134e-05 internal_weight=0 43.8402 104.394 internal_count=3073 1567 1506 is_linear=0 shrinkage=0.000400217 Tree=5237 num_leaves=4 num_cat=0 split_feature=128 1373 52 split_gain=3.44894 3.58985 0.382047 threshold=0.085185000000000025 0.099250000000000019 -0.14956499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035417836344668835 -0.0060825572706453357 -0.024383398280565193 -0.022680115641190237 leaf_weight=139.56010177061034 0.832830441911938 2.3755185280460855 3.0244984656164879 leaf_count=2818 35 26 192 internal_value=0 -7.8738e-05 -0.0193692 internal_weight=0 141.936 3.85733 internal_count=3071 2844 227 is_linear=0 shrinkage=0.0204111 Tree=5238 num_leaves=4 num_cat=0 split_feature=484 0 123 split_gain=4.31239 4.37476 3.72282 threshold=-0.0048899999999999994 -0.075944999999999985 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034813450182350695 -2.9278573053601767e-05 0.00011725033435722533 0.00038918624486240094 leaf_weight=8.2262225892263796 86.953570298763225 52.101947717630537 1.168335752096026 leaf_count=456 1739 870 14 internal_value=0 2.56737e-05 -0.000252935 internal_weight=0 139.056 9.39456 internal_count=3079 2609 470 is_linear=0 shrinkage=0.000400217 Tree=5239 num_leaves=3 num_cat=0 split_feature=2 3 split_gain=4.49727 4.48299 threshold=-0.58149499999999998 -0.10075499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0019671021515210332 0.00011730017311532746 -4.3656375222505963e-05 leaf_weight=0.074896521866320565 37.144716337963473 108.13184957527847 leaf_count=1 443 2643 internal_value=0 -2.44391e-06 internal_weight=0 145.277 internal_count=3087 3086 is_linear=0 shrinkage=0.000400217 Tree=5240 num_leaves=4 num_cat=0 split_feature=1 42 15 split_gain=4.60349 12.0134 4.17662 threshold=0.077800000000000022 0.084705000000000016 0.082805000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0271784025246274e-06 5.625637928674e-05 -0.00047371320060269842 -0.00021612396020101695 leaf_weight=35.017661753343418 96.968627111549722 11.439023126666141 9.8301558578968962 leaf_count=899 1142 729 388 internal_value=0 -0.000119784 3.09854e-05 internal_weight=0 46.4567 106.799 internal_count=3158 1628 1530 is_linear=0 shrinkage=0.000400217 Tree=5241 num_leaves=4 num_cat=0 split_feature=484 150 402 split_gain=4.61585 5.57576 3.78056 threshold=-0.0048899999999999994 0.094545000000000018 0.088090000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021129465677529994 0.0025027862467841854 0.017254142140340309 -0.015050205635722203 leaf_weight=7.2700349207734671 134.05946193454292 1.9135646512731908 5.2037787944427683 leaf_count=437 2391 18 279 internal_value=0 -0.0130201 0.00183533 internal_weight=0 9.1836 139.263 internal_count=3125 455 2670 is_linear=0 shrinkage=0.0204111 Tree=5242 num_leaves=3 num_cat=0 split_feature=2 133 split_gain=4.55778 3.19683 threshold=-0.58149499999999998 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0019958025743475665 -0.00046735243235372729 1.1619938240710941e-06 leaf_weight=0.072727456688879921 2.2590745192428576 144.35262794770824 leaf_count=1 179 2928 internal_value=0 -6.40827e-06 internal_weight=0 146.612 internal_count=3108 3107 is_linear=0 shrinkage=0.000400217 Tree=5243 num_leaves=4 num_cat=0 split_feature=13 0 49 split_gain=4.18843 5.81221 4.84946 threshold=0.077550000000000022 -0.10783 -0.077259999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1417828901945272e-05 0.00044483865107185206 -0.00013499615638492697 3.0627710476412067e-05 leaf_weight=56.065181434561964 5.7618585180025574 63.917787347476406 19.833535613171989 leaf_count=521 37 2225 322 internal_value=0 -5.26003e-05 0.000125403 internal_weight=0 119.983 25.5954 internal_count=3105 2746 359 is_linear=0 shrinkage=0.000400217 Tree=5244 num_leaves=4 num_cat=0 split_feature=4 52 1 split_gain=4.37228 4.43271 0.103893 threshold=0.51074000000000008 0.092885000000000009 0.11277000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6282393442376342e-06 0.00021856427555930105 -0.00020731234227016037 0.00042022052851091067 leaf_weight=116.94957770487235 0.9481707438826551 20.648259353358299 3.0903528418275528 leaf_count=2296 11 638 130 internal_value=0 -3.68874e-05 0.000380049 internal_weight=0 137.598 4.03852 internal_count=3075 2934 141 is_linear=0 shrinkage=0.000400217 Tree=5245 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=3.67271 3.82985 threshold=-1.0000000180025095e-35 -0.17030499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042980281558837653 0.00017934249849593139 -2.5657750046264174e-05 leaf_weight=3.1100026520434758 16.367400757502764 127.68236012305715 leaf_count=83 157 2830 internal_value=0 -2.24376e-06 internal_weight=0 144.05 internal_count=3070 2987 is_linear=0 shrinkage=0.000400217 Tree=5246 num_leaves=4 num_cat=0 split_feature=457 484 39 split_gain=5.18766 5.00549 4.68745 threshold=-0.0056599999999999992 -0.0048899999999999994 0.084075000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033098127290128577 -0.00024223814290553512 5.8760743950447917e-05 0.00029842654896131718 leaf_weight=10.902671852381898 9.378159177307678 131.34116956488288 2.1976571623235932 leaf_count=226 395 2439 18 internal_value=0 3.85242e-05 -0.00022376 internal_weight=0 140.719 13.1003 internal_count=3078 2834 244 is_linear=0 shrinkage=0.000400217 Tree=5247 num_leaves=4 num_cat=0 split_feature=4 42 15 split_gain=4.70228 7.68941 5.9512 threshold=0.0019650000000000002 0.08221500000000001 -0.016679999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.8511989985619721e-06 -1.0096648757662436e-07 -0.0002807470493841254 0.00028913001746329971 leaf_weight=58.242634537382401 51.58746526928735 22.071669305420073 14.513296320976222 leaf_count=1094 846 1043 118 internal_value=0 -8.02316e-05 6.37851e-05 internal_weight=0 80.3143 66.1008 internal_count=3101 2137 964 is_linear=0 shrinkage=0.000400217 Tree=5248 num_leaves=4 num_cat=0 split_feature=43 1 0 split_gain=3.62239 5.89294 5.1468 threshold=-0.07440999999999999 0.13662500000000002 -0.071104999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.9550904178391694e-05 -8.1175024637311269e-05 0.00030906095478189189 0.00022104427536806089 leaf_weight=30.856038558311411 87.020774747019459 6.5634109833044922 22.706974938162602 leaf_count=958 1769 123 311 internal_value=0 -5.34697e-05 7.69234e-05 internal_weight=0 93.5842 53.563 internal_count=3161 1892 1269 is_linear=0 shrinkage=0.000400217 Tree=5249 num_leaves=4 num_cat=0 split_feature=4 1 42 split_gain=4.89218 8.0043 6.20512 threshold=-0.078079999999999997 0.088975000000000012 0.091545000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0087217354421411115 -0.0096032331502553352 0.0019480663492472308 -0.017458049449808759 leaf_weight=36.542702884558821 39.201466679485748 68.52222343639005 4.0998815053317221 leaf_count=851 1179 950 140 internal_value=0 -0.00226115 0.0060401 internal_weight=0 107.724 40.6426 internal_count=3120 2129 991 is_linear=0 shrinkage=0.0204111 Tree=5250 num_leaves=3 num_cat=0 split_feature=151 52 split_gain=4.77354 4.64949 threshold=-0.29526499999999994 0.11301500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046177088977778115 3.2900007774738339e-05 -0.00019439062493585736 leaf_weight=3.4573475087527177 125.62643198456499 16.170574736395793 leaf_count=69 2515 493 internal_value=0 6.84679e-06 internal_weight=0 141.797 internal_count=3077 3008 is_linear=0 shrinkage=0.000400217 Tree=5251 num_leaves=4 num_cat=0 split_feature=484 151 49 split_gain=3.91408 4.08025 3.54945 threshold=-0.0048899999999999994 -0.40941499999999992 -0.066534999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030889918269287489 -0.00041997012862235591 4.1546642406873341e-05 -0.00031750660763171226 leaf_weight=1.6302110365359102 3.0261809384974176 138.87769836708321 8.9975219371772237 leaf_count=26 63 2545 448 internal_value=0 3.13812e-05 -0.000219202 internal_weight=0 141.904 10.6277 internal_count=3082 2608 474 is_linear=0 shrinkage=0.000400217 Tree=5252 num_leaves=4 num_cat=0 split_feature=42 42 132 split_gain=6.73354 4.27607 1.37877 threshold=-0.094924999999999995 0.085505000000000012 0.081055000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025490665439771212 0.002052019194905416 -0.0061334052778148291 -0.0035205554110532508 leaf_weight=5.3330586985830442 100.09650456523741 36.079331132532388 1.573609674349427 leaf_count=222 1608 1196 33 internal_value=0 -0.000119939 -0.020621 internal_weight=0 136.176 6.90667 internal_count=3059 2804 255 is_linear=0 shrinkage=0.0204111 Tree=5253 num_leaves=4 num_cat=0 split_feature=51 51 16 split_gain=3.56807 6.69656 5.13412 threshold=-0.10433999999999997 -0.09021499999999999 0.68100000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034227149231343828 0.00033241999436841625 -1.9605725018811754e-05 0.00037672607000416249 leaf_weight=9.6736388562130724 9.1850020127603766 125.3501547057167 1.8033272979664605 leaf_count=292 92 2680 27 internal_value=0 4.68426e-06 -0.00022675 internal_weight=0 134.535 11.477 internal_count=3091 2772 319 is_linear=0 shrinkage=0.000400217 Tree=5254 num_leaves=3 num_cat=0 split_feature=31 1429 split_gain=3.62407 3.30408 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042678376459673702 -0.0004024270700805469 1.0473126456674702e-05 leaf_weight=3.1702049402520052 3.0607715738078687 143.63066566742054 leaf_count=89 148 2852 internal_value=0 1.55745e-06 internal_weight=0 146.691 internal_count=3089 3000 is_linear=0 shrinkage=0.000400217 Tree=5255 num_leaves=4 num_cat=0 split_feature=156 51 475 split_gain=3.50275 3.52813 0.388224 threshold=0.11896500000000002 -0.40548499999999993 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042498345206753172 -0.00026066829275827919 1.6389619161403038e-05 -0.00065045314418527087 leaf_weight=2.8484241110563735 0.95613039931049604 144.1985546336582 1.1698638273519453 leaf_count=117 53 2897 42 internal_value=0 7.523e-06 -0.000496966 internal_weight=0 147.047 2.12599 internal_count=3109 3014 95 is_linear=0 shrinkage=0.000400217 Tree=5256 num_leaves=4 num_cat=0 split_feature=15 0 1 split_gain=7.87138 8.94258 4.83864 threshold=0.082805000000000004 0.09395000000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0051705264895107643 -0.019618499451593118 0.029370618183564314 0.0036557067540251872 leaf_weight=35.3428792588129 13.633229376384405 1.6498537770239625 95.702855269424617 leaf_count=856 1092 14 1124 internal_value=0 -0.0141548 0.0012729 internal_weight=0 15.2831 131.046 internal_count=3086 1106 1980 is_linear=0 shrinkage=0.0204111 Tree=5257 num_leaves=4 num_cat=0 split_feature=1 160 3 split_gain=5.56874 4.71202 2.24536 threshold=0.11584000000000001 -0.091964999999999977 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031570163425190457 0.00024575875346258746 -2.9768747975903518e-05 1.4720530149507024e-05 leaf_weight=10.011636436407569 15.443723600008527 105.17631921861175 11.912452330929225 leaf_count=391 283 2235 147 internal_value=0 -5.49032e-05 0.000145622 internal_weight=0 115.188 27.3562 internal_count=3056 2626 430 is_linear=0 shrinkage=0.000400217 Tree=5258 num_leaves=3 num_cat=0 split_feature=1375 15 split_gain=4.46721 4.08008 threshold=-0.43271999999999994 0.10347000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030737857370500169 0.0021101346736651467 -0.012732662211127614 leaf_weight=1.7253950480953779 138.93653581381659 8.0578575477702525 leaf_count=14 2777 292 internal_value=0 0.00128742 internal_weight=0 146.994 internal_count=3083 3069 is_linear=0 shrinkage=0.0204111 Tree=5259 num_leaves=4 num_cat=0 split_feature=484 150 0 split_gain=4.9391 4.41881 3.99529 threshold=-0.0048899999999999994 0.097030000000000019 -0.10726999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020476630715598271 0.0047452702524764028 0.013004470839395812 -0.0024378418324454117 leaf_weight=8.3222162862075475 55.574150743719656 1.9574456363916386 76.573584790367022 leaf_count=480 463 18 2129 internal_value=0 -0.0140298 0.000584444 internal_weight=0 10.2797 132.148 internal_count=3090 498 2592 is_linear=0 shrinkage=0.0204111 Tree=5260 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=4.48114 4.68992 3.03602 threshold=0.11584000000000001 0.10042000000000002 0.23391500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2307058164885075e-07 0.0001005479923217422 -0.00027687256868165488 0.00047949099209298925 leaf_weight=114.15606542483147 23.186387347639542 10.529740540485362 3.8765557166188946 leaf_count=2278 391 339 35 internal_value=0 -2.27642e-05 0.000156581 internal_weight=0 124.686 27.0629 internal_count=3043 2617 426 is_linear=0 shrinkage=0.000400217 Tree=5261 num_leaves=4 num_cat=0 split_feature=12 1 147 split_gain=3.29213 4.20227 3.62925 threshold=0.11596500000000001 0.13695500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027760398901615566 -0.02583142332831994 0.01071450049460897 0.0012033493487933853 leaf_weight=1.7137289536185552 4.0936711671820367 1.8294071017298845 141.41661302102148 leaf_count=26 113 31 2932 internal_value=0 -0.0145544 0.000835132 internal_weight=0 5.92308 143.13 internal_count=3102 144 2958 is_linear=0 shrinkage=0.0204111 Tree=5262 num_leaves=3 num_cat=0 split_feature=38 42 split_gain=3.78773 4.2245 threshold=0.10386000000000002 0.085675000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0017438445151816571 -0.020001118237621855 -0.006402916613811707 leaf_weight=105.30916469669683 4.0773407182859946 35.31826932142576 leaf_count=1815 44 1222 internal_value=0 -0.000305663 internal_weight=0 140.627 internal_count=3081 3037 is_linear=0 shrinkage=0.0204111 Tree=5263 num_leaves=4 num_cat=0 split_feature=131 1373 12 split_gain=4.0479 4.10457 3.21729 threshold=0.092255000000000018 0.10355500000000002 0.081135000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9490711639689723e-05 0.00020460697590973695 -0.00052610011181408658 -0.00037834736704718568 leaf_weight=136.98087454099732 1.8471247496781851 2.0516596724628462 7.0378798817400821 leaf_count=2736 51 20 287 internal_value=0 2.08753e-05 -0.000256117 internal_weight=0 139.033 8.885 internal_count=3094 2756 338 is_linear=0 shrinkage=0.000400217 Tree=5264 num_leaves=4 num_cat=0 split_feature=133 123 151 split_gain=3.47095 6.26555 3.57093 threshold=0.099280000000000021 0.091810000000000017 -0.52342999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049461648272163265 -0.00042417040046332008 0.00043290199402468783 3.1406091347078953e-05 leaf_weight=1.9866397937003046 6.3681084121053555 1.6338209458626805 138.64304537516 leaf_count=50 445 29 2539 internal_value=0 -0.000245616 2.35875e-05 internal_weight=0 8.00193 140.63 internal_count=3063 474 2589 is_linear=0 shrinkage=0.000400217 Tree=5265 num_leaves=4 num_cat=0 split_feature=13 39 15 split_gain=5.33146 6.34914 5.57143 threshold=-0.10462499999999998 0.0047850000000000011 -0.19153499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013991536659798774 -0.0029518275381735294 0.0097667483296911203 0.012218726569154365 leaf_weight=3.7884443685179603 98.149386437573412 19.50515381382138 25.876468282134738 leaf_count=77 2459 308 237 internal_value=0 -0.000836019 0.00883144 internal_weight=0 117.655 29.6649 internal_count=3081 2767 314 is_linear=0 shrinkage=0.0204111 Tree=5266 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=4.19321 10.5588 5.83918 threshold=0.0064450000000000011 -0.0013449999999999996 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00079376595715958422 0.0066591695157887654 -0.020480435580050829 -0.018978965747703799 leaf_weight=71.580582588423567 56.281245496542397 11.133247498735726 3.8537453403696409 leaf_count=1976 791 201 38 internal_value=0 -0.00209355 0.00498393 internal_weight=0 82.7138 60.135 internal_count=3006 2177 829 is_linear=0 shrinkage=0.0204111 Tree=5267 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=3.92331 9.21921 3.14575 threshold=0.089075000000000015 0.10812000000000001 -0.035939999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0071568364905807806 -0.0054026124328581081 0.016326907064637776 0.0046543921857883312 leaf_weight=54.812807662281557 16.136585170956096 7.86856571631506 64.046844816533849 leaf_count=1863 419 28 776 internal_value=0 -0.004185 0.00262575 internal_weight=0 62.6814 80.1834 internal_count=3086 1891 1195 is_linear=0 shrinkage=0.0204111 Tree=5268 num_leaves=3 num_cat=0 split_feature=1373 42 split_gain=4.07061 3.86888 threshold=0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.007201744045353657 -0.026208129504476478 0.0022469667857498853 leaf_weight=20.907214137398114 2.22949617364793 127.91854462101037 leaf_count=852 27 2244 internal_value=0 0.000915185 internal_weight=0 148.826 internal_count=3123 3096 is_linear=0 shrinkage=0.0204111 Tree=5269 num_leaves=3 num_cat=0 split_feature=31 448 split_gain=3.70638 3.14781 threshold=-1.0000000180025095e-35 -0.083619999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042755509279732525 -0.00040000342148186418 -2.7504276958902034e-06 leaf_weight=3.0306979168672106 3.157656942610628 140.00732567827072 leaf_count=88 49 2985 internal_value=0 -1.1818e-05 internal_weight=0 143.165 internal_count=3122 3034 is_linear=0 shrinkage=0.000400217 Tree=5270 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=3.42724 4.1069 threshold=1.0000000180025095e-35 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.4558369251377304e-05 -0.017566599025983898 0.020713564239241967 leaf_weight=138.04200028724154 4.3902952962089321 3.9642040269100098 leaf_count=2967 55 109 internal_value=0 0.000521619 internal_weight=0 142.006 internal_count=3131 3076 is_linear=0 shrinkage=0.0204111 Tree=5271 num_leaves=4 num_cat=0 split_feature=13 16 43 split_gain=4.10428 5.11631 4.38589 threshold=0.077550000000000022 -0.27157999999999993 0.25035000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011868793662188448 0.022612410378898742 0.0017224998720931576 -0.026485215351993642 leaf_weight=114.47825862009631 6.5467832360882339 18.41099897152526 2.8165905320056472 leaf_count=2565 57 314 160 internal_value=0 0.00727874 -0.00181904 internal_weight=0 24.9578 117.295 internal_count=3096 371 2725 is_linear=0 shrinkage=0.0204111 Tree=5272 num_leaves=4 num_cat=0 split_feature=1 150 13 split_gain=5.6831 6.09411 3.08491 threshold=0.12700000000000003 0.082085000000000019 -0.040424999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2076740826241597e-05 0.00047063298024303666 0.00010900346922615713 9.211246873547543e-05 leaf_weight=98.323008180901525 4.8482974042999585 31.883137532626279 11.568881416926159 leaf_count=2447 156 359 130 internal_value=0 -4.27876e-05 0.000206327 internal_weight=0 130.206 16.4172 internal_count=3092 2806 286 is_linear=0 shrinkage=0.000400217 Tree=5273 num_leaves=3 num_cat=0 split_feature=2 1213 split_gain=3.95581 3.85981 threshold=-0.58149499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.001752445891096255 -0.00029753755472245944 1.8384482074834901e-05 leaf_weight=0.093612059950827553 6.3698182026782879 139.60259842091182 leaf_count=2 485 2623 internal_value=0 4.38106e-06 internal_weight=0 145.972 internal_count=3110 3108 is_linear=0 shrinkage=0.000400217 Tree=5274 num_leaves=4 num_cat=0 split_feature=474 0 15 split_gain=4.06413 3.93456 0.127061 threshold=-1.0000000180025095e-35 -0.074249999999999997 -0.06631999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.035902111975643795 -0.00074855002029854264 0.0062047275285896262 -0.019962153014628864 leaf_weight=0.58829252899158779 93.017586786263564 53.218524438823806 1.5329648583719961 leaf_count=30 2134 852 88 internal_value=0 0.00178471 -0.0259612 internal_weight=0 146.236 2.12126 internal_count=3104 2986 118 is_linear=0 shrinkage=0.0204111 Tree=5275 num_leaves=4 num_cat=0 split_feature=52 52 447 split_gain=3.95738 5.90619 5.19203 threshold=-0.048794999999999991 -0.092109999999999984 0.084630000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024544556039350521 -0.0044936308547835202 0.01077918611130536 0.013002842992145148 leaf_weight=29.268212260154542 82.881040265929187 26.850783724861685 7.6154696899466208 leaf_count=652 2094 320 67 internal_value=0 0.00388619 -0.00300702 internal_weight=0 56.119 90.4965 internal_count=3133 972 2161 is_linear=0 shrinkage=0.0204111 Tree=5276 num_leaves=4 num_cat=0 split_feature=1456 3 3 split_gain=4.27559 3.74488 0.981365 threshold=-1.0000000180025095e-35 -0.58647999999999989 -0.15442999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019357283355305225 -0.0016621448711762366 1.1122243283922631e-05 -0.00041555516418110617 leaf_weight=0.40107483894098539 0.10258709639310737 147.07195452529413 4.6010527617981998 leaf_count=4 3 2848 287 internal_value=0 8.69322e-06 -0.000363546 internal_weight=0 147.175 5.00213 internal_count=3142 2851 291 is_linear=0 shrinkage=0.000400217 Tree=5277 num_leaves=3 num_cat=0 split_feature=3 52 split_gain=4.44729 6.9057 threshold=-0.51464499999999991 -0.40306999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00049863337163049836 -0.00041923311347188318 4.09334682580047e-05 leaf_weight=3.1199705875478676 5.3119692134205243 141.53458115248213 leaf_count=25 319 2754 internal_value=0 2.39809e-05 internal_weight=0 146.847 internal_count=3098 3073 is_linear=0 shrinkage=0.000400217 Tree=5278 num_leaves=4 num_cat=0 split_feature=130 1374 1 split_gain=4.64095 3.38657 1.10731 threshold=0.085970000000000005 -0.095439999999999983 0.10915500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030001675010069766 -0.00047243445191926203 3.4314626897511452e-05 0.00014321689777351495 leaf_weight=4.9107192256487897 3.6906377438790505 143.88630346743594 0.48219358967617143 leaf_count=54 319 2734 11 internal_value=0 2.30635e-05 -0.000399409 internal_weight=0 148.797 4.17283 internal_count=3118 2788 330 is_linear=0 shrinkage=0.000400217 Tree=5279 num_leaves=4 num_cat=0 split_feature=49 40 49 split_gain=5.43148 7.59446 6.42528 threshold=-0.085014999999999993 -0.011009999999999997 -0.081554999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013106930532317625 0.025061354021365917 -0.017975884982971101 0.00076178115504887359 leaf_weight=4.2427800314035276 4.5932017704471937 13.299546276801266 124.47977446425648 leaf_count=46 40 149 2874 internal_value=0 -0.0104228 0.00164748 internal_weight=0 17.5423 129.073 internal_count=3109 195 2914 is_linear=0 shrinkage=0.0204111 Tree=5280 num_leaves=4 num_cat=0 split_feature=484 15 147 split_gain=5.0797 4.86533 4.49013 threshold=-1.0000000180025095e-35 -0.24269999999999997 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040178046676016521 0.00027158457249968466 -4.2276456612426526e-05 0.00042534182369834741 leaf_weight=9.298293227911925 8.3503248578053881 121.44157489584177 1.0914297103881825 leaf_count=477 226 2392 3 internal_value=0 -2.18671e-05 -0.000311284 internal_weight=0 129.792 10.3897 internal_count=3098 2618 480 is_linear=0 shrinkage=0.000400217 Tree=5281 num_leaves=4 num_cat=0 split_feature=13 2 49 split_gain=3.6003 5.79307 5.65333 threshold=0.077550000000000022 0.097005000000000022 -0.073234999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011253188402718563 0.00047713603287381724 6.2274937662405559e-05 2.8595419933875193e-05 leaf_weight=66.759938556933776 5.7514620642177787 55.525457869545789 19.437659029565111 leaf_count=1937 35 817 319 internal_value=0 -3.3174e-05 0.00013267 internal_weight=0 122.285 25.1891 internal_count=3108 2754 354 is_linear=0 shrinkage=0.000400217 Tree=5282 num_leaves=4 num_cat=0 split_feature=1 1375 16 split_gain=4.76259 4.05618 3.21613 threshold=0.11584000000000001 -0.43271999999999994 -0.063769999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060424981765005211 0.0002649513242490886 -3.8487185777096342e-05 -1.5189374350852911e-05 leaf_weight=1.9550232325273089 14.519293459365146 115.10612611220859 11.884187728981486 leaf_count=15 240 2648 185 internal_value=0 -4.85043e-05 0.000139329 internal_weight=0 117.061 26.4035 internal_count=3088 2663 425 is_linear=0 shrinkage=0.000400217 Tree=5283 num_leaves=4 num_cat=0 split_feature=160 151 4 split_gain=5.78314 5.25996 2.86093 threshold=-0.15845999999999996 -0.29526499999999994 0.39813000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045870103949889916 -0.00044143574082713071 3.3424837037375566e-05 0.00029242391207896551 leaf_weight=5.7883919169908031 3.7272396785847368 139.58229366017622 0.86371433519525442 leaf_count=305 75 2666 47 internal_value=0 2.07395e-05 -0.000357948 internal_weight=0 143.31 6.65211 internal_count=3093 2741 352 is_linear=0 shrinkage=0.000400217 Tree=5284 num_leaves=3 num_cat=0 split_feature=1365 403 split_gain=3.55408 3.44213 threshold=1.0000000180025095e-35 -0.088654999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00031999231888874018 -0.00040177448627571873 1.6682107543409945e-05 leaf_weight=4.9242900855024336 3.4076814899453884 142.16634325502673 leaf_count=401 59 2661 internal_value=0 5.17612e-06 internal_weight=0 147.091 internal_count=3121 3062 is_linear=0 shrinkage=0.000400217 Tree=5285 num_leaves=4 num_cat=0 split_feature=4 0 48 split_gain=4.5901 5.9287 5.09889 threshold=0.27150500000000005 -0.23075999999999999 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030047463772319756 0.00024696467860855017 -4.2100422653787118e-05 -0.00026782410138250602 leaf_weight=8.5724982134997827 20.664631656254645 118.5119152542029 3.523603154346346 leaf_count=54 322 2631 30 internal_value=0 -1.87478e-05 0.000171085 internal_weight=0 127.084 24.1882 internal_count=3037 2685 352 is_linear=0 shrinkage=0.000400217 Tree=5286 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=3.65786 4.6671 threshold=-0.51586999999999994 -0.074479999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040391612075091332 -2.7967178592634345e-05 0.00012145862044326728 leaf_weight=3.1315329865756203 92.928773264386109 52.196262757846853 leaf_count=223 2080 764 internal_value=0 2.58281e-05 internal_weight=0 145.125 internal_count=3067 2844 is_linear=0 shrinkage=0.000400217 Tree=5287 num_leaves=4 num_cat=0 split_feature=2 50 11 split_gain=3.40072 4.81073 4.56652 threshold=0.097925000000000012 0.086500000000000007 0.089560000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050414187686552176 0.005702825602501624 -0.019186125890994096 -0.020240968102034355 leaf_weight=78.362877951854898 58.045703870688158 6.0851735457472378 2.8625635431671972 leaf_count=1711 863 465 59 internal_value=0 -0.00187395 0.00444862 internal_weight=0 84.4481 60.9083 internal_count=3098 2176 922 is_linear=0 shrinkage=0.0204111 Tree=5288 num_leaves=4 num_cat=0 split_feature=16 16 133 split_gain=4.49358 7.89898 4.70534 threshold=-0.066844999999999988 -0.008179999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0099192723948079535 -0.016919414664841936 -0.00076286539154885133 0.0052255129934034939 leaf_weight=9.9357165347755636 16.066433563762985 57.159361857033218 57.293120803784404 leaf_count=567 483 1072 970 internal_value=0 -0.00432818 0.0029745 internal_weight=0 73.2258 67.2288 internal_count=3092 1555 1537 is_linear=0 shrinkage=0.0204111 Tree=5289 num_leaves=4 num_cat=0 split_feature=1 158 0 split_gain=4.52849 4.34128 2.74418 threshold=0.10100500000000003 0.084965000000000027 -0.195045 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9608300599569083e-05 -0.00010154677430581998 -0.00034450513025037298 0.0001421611530624153 leaf_weight=86.457355002996337 8.7923361340363027 7.0205180550183277 44.401823862572201 leaf_count=2089 74 236 680 internal_value=0 -4.43922e-05 0.000101751 internal_weight=0 93.4779 53.1942 internal_count=3079 2325 754 is_linear=0 shrinkage=0.000400217 Tree=5290 num_leaves=4 num_cat=0 split_feature=42 40 43 split_gain=4.15046 6.08478 5.08471 threshold=-1.0000000180025095e-35 0.0045850000000000005 0.17193000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013277436586056325 0.0030126041323762709 0.012960913034520238 -0.025591569999593482 leaf_weight=16.220890478405639 123.52013184178941 4.6566844899207345 2.5332882285583755 leaf_count=815 2184 29 67 internal_value=0 -0.00738713 0.00241555 internal_weight=0 20.8776 126.053 internal_count=3095 844 2251 is_linear=0 shrinkage=0.0204111 Tree=5291 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=3.84757 3.94737 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040549374562927202 0.00054611793681923692 1.3494440365595883e-06 leaf_weight=3.5579387956822748 2.050494883209466 144.04597261475283 leaf_count=279 24 2760 internal_value=0 9.40775e-06 internal_weight=0 146.096 internal_count=3063 2784 is_linear=0 shrinkage=0.000400217 Tree=5292 num_leaves=4 num_cat=0 split_feature=15 1 155 split_gain=5.09906 5.17154 3.61972 threshold=0.084580000000000016 0.11179000000000001 0.088505000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010828406671538075 -0.019239158487942686 0.0064306741276013279 -0.021515411311825682 leaf_weight=125.60061100409803 11.063369261486512 4.5567704068962476 2.912092499100253 leaf_count=1918 973 43 179 internal_value=0 -0.0117582 0.000552482 internal_weight=0 15.6201 128.513 internal_count=3113 1016 2097 is_linear=0 shrinkage=0.0204111 Tree=5293 num_leaves=4 num_cat=0 split_feature=457 151 12 split_gain=4.95015 3.92007 3.76097 threshold=-0.0024349999999999997 -0.52342999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021273201343639 -0.00049591384086578776 3.379027277428018e-05 -0.0003194238236258561 leaf_weight=2.5184818357229224 2.1639525131904511 134.35795640708238 11.563763477141036 leaf_count=19 52 2811 242 internal_value=0 2.49946e-05 -0.000223325 internal_weight=0 136.522 14.0822 internal_count=3124 2863 261 is_linear=0 shrinkage=0.000400217 Tree=5294 num_leaves=4 num_cat=0 split_feature=133 2 15 split_gain=3.59295 3.62421 0.456224 threshold=0.13997000000000001 0.15412000000000003 -0.13763499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1630946694396342e-05 8.53668572924275e-05 0.00038643228624287535 -0.00041690392806496818 leaf_weight=146.09398173677619 0.28000223881099406 4.385196426534093 3.1614778344664947 leaf_count=2649 19 98 320 internal_value=0 3.25412e-05 -0.000374636 internal_weight=0 150.479 3.44148 internal_count=3086 2747 339 is_linear=0 shrinkage=0.000400217 Tree=5295 num_leaves=4 num_cat=0 split_feature=482 33 51 split_gain=3.58279 3.34644 0.00708244 threshold=0.10022500000000002 -1.0000000180025095e-35 0.09624000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016288710605306234 -0.018152580253616761 0.0021880743370158266 -0.028052271535226804 leaf_weight=4.0951633211225262 1.395173953394987 140.21816024630971 0.94238751599914383 leaf_count=45 91 2911 15 internal_value=0 0.00165154 -0.0232435 internal_weight=0 144.313 2.33756 internal_count=3062 2956 106 is_linear=0 shrinkage=0.0204111 Tree=5296 num_leaves=3 num_cat=0 split_feature=39 3 split_gain=4.04127 4.87551 threshold=-1.0000000180025095e-35 0.17769000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013992291341329472 0.0017624007475594591 0.018830563121928167 leaf_weight=6.2398688844405106 133.96353797466872 7.2458591856411649 leaf_count=63 2909 124 internal_value=0 0.00265244 internal_weight=0 141.209 internal_count=3096 3033 is_linear=0 shrinkage=0.0204111 Tree=5297 num_leaves=4 num_cat=0 split_feature=123 49 2 split_gain=4.2585 4.90778 4.35983 threshold=1.0000000180025095e-35 -0.083414999999999989 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023979980421757295 -6.6733756614837771e-05 2.3218276054486535e-06 0.00036934472693066439 leaf_weight=15.043678071873726 6.021519820787943 116.36449596871535 9.1822125898906943 leaf_count=173 129 2629 147 internal_value=0 -2.55769e-05 0.000197408 internal_weight=0 131.408 15.2037 internal_count=3078 2802 276 is_linear=0 shrinkage=0.000400217 Tree=5298 num_leaves=4 num_cat=0 split_feature=3 124 11 split_gain=3.85491 4.256 3.90495 threshold=-0.10075499999999998 -0.048219999999999992 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0093056390861880889 0.0077698339402306671 -0.0037204905375850085 -0.0052391012569954062 leaf_weight=28.392334851319902 15.554950035351792 94.120259898594668 10.44823212144547 leaf_count=279 252 2424 177 internal_value=0 -0.00208459 0.00538925 internal_weight=0 109.675 38.8406 internal_count=3132 2676 456 is_linear=0 shrinkage=0.0204111 Tree=5299 num_leaves=4 num_cat=0 split_feature=484 159 13 split_gain=3.1442 3.30271 0.117843 threshold=0.11749000000000001 -0.50180499999999995 -0.066614999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00075052151137767966 -0.00025086286354161639 2.6217066840817005e-06 -0.00051334554407910329 leaf_weight=0.83988936990499397 0.76109841596917283 147.50065329122299 1.6312578746437782 leaf_count=20 82 3010 39 internal_value=0 7.41912e-06 -0.00044479 internal_weight=0 148.341 2.39236 internal_count=3151 3030 121 is_linear=0 shrinkage=0.000400217 Tree=5300 num_leaves=3 num_cat=0 split_feature=1373 447 split_gain=3.69719 3.60099 threshold=0.099250000000000019 0.087065000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.4120008427652961e-06 -0.00047868768653836532 0.00029812432456520157 leaf_weight=142.04170097842143 2.4764234251342705 6.2598715492640613 leaf_count=2980 28 91 internal_value=0 3.78436e-06 internal_weight=0 148.302 internal_count=3099 3071 is_linear=0 shrinkage=0.000400217 Tree=5301 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=5.82843 5.78029 5.21041 threshold=-0.097724999999999992 0.10423500000000001 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022252002575393715 -0.0001218277157107483 6.9090184153571858e-05 -0.0001018468239892505 leaf_weight=27.726928836142179 67.759258330559533 40.50063173257513 11.016136477759572 leaf_count=286 2049 567 185 internal_value=0 -5.04067e-05 0.000130262 internal_weight=0 108.26 38.7431 internal_count=3087 2616 471 is_linear=0 shrinkage=0.000400217 Tree=5302 num_leaves=4 num_cat=0 split_feature=41 3 1 split_gain=3.9628 4.69021 1.81329 threshold=0.082980000000000012 -0.097724999999999992 0.11382500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0071850075427782809 -0.022567032429827934 -0.0016283594206602712 -0.00081064440513651333 leaf_weight=33.022870932734804 4.5653497339226297 104.36204736344371 2.4356378046795726 leaf_count=404 86 2616 32 internal_value=0 0.000494213 -0.0151299 internal_weight=0 137.385 7.00099 internal_count=3138 3020 118 is_linear=0 shrinkage=0.0204111 Tree=5303 num_leaves=4 num_cat=0 split_feature=484 1374 148 split_gain=4.33652 4.76033 4.16912 threshold=-0.0048899999999999994 -0.094679999999999986 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018150897045775823 -0.020127682607026912 0.0013139056360525526 -0.018752716439812699 leaf_weight=1.405908339191227 4.3530483953654757 127.29958982545577 8.4756716654155735 leaf_count=17 57 2542 453 internal_value=0 0.000588446 -0.0133577 internal_weight=0 131.653 9.88158 internal_count=3069 2599 470 is_linear=0 shrinkage=0.0204111 Tree=5304 num_leaves=4 num_cat=0 split_feature=403 46 159 split_gain=4.42579 3.55189 3.08856 threshold=-1.0000000180025095e-35 0.081930000000000017 0.10384500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030225541157710706 4.2757061799720883e-05 -0.00031852295284644265 0.00036477468944354257 leaf_weight=9.9510834747488826 136.43051514373656 4.3914206847548476 1.1546997379045922 leaf_count=736 2357 51 15 internal_value=0 3.12467e-05 -0.000229954 internal_weight=0 140.822 11.1058 internal_count=3159 2408 751 is_linear=0 shrinkage=0.000400217 Tree=5305 num_leaves=4 num_cat=0 split_feature=42 43 156 split_gain=4.07655 5.45175 5.32675 threshold=-1.0000000180025095e-35 -0.26007999999999992 0.050840000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027746204580459533 0.00040909092145391239 1.192027228942407e-05 0.00024689491404733066 leaf_weight=14.883275770182083 5.6889194520190349 121.29279688999668 3.819417069971677 leaf_count=766 45 2204 66 internal_value=0 3.00587e-05 -0.000169547 internal_weight=0 126.982 18.7027 internal_count=3081 2249 832 is_linear=0 shrinkage=0.000400217 Tree=5306 num_leaves=4 num_cat=0 split_feature=480 1447 42 split_gain=3.63791 3.91398 0.74269 threshold=0.086640000000000009 -0.086059999999999984 0.090930000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.027208771442805986 -0.023031469818221829 0.00062828075157143816 -0.0027029946387740126 leaf_weight=2.2340836689545531 3.0813006849057265 142.65464409959532 1.0204708335368193 leaf_count=51 132 2864 65 internal_value=0 0.00105883 -0.0181802 internal_weight=0 144.889 4.10177 internal_count=3112 2915 197 is_linear=0 shrinkage=0.0204111 Tree=5307 num_leaves=4 num_cat=0 split_feature=52 52 15 split_gain=5.04274 6.03204 4.02169 threshold=-0.048794999999999991 -1.0000000180025095e-35 0.050935000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012469397189065944 -0.00031405774769325542 -1.8653659399818503e-05 -0.00027981245598450926 leaf_weight=50.456483836183907 12.770704834016213 78.895053686872416 4.1642631360737132 leaf_count=838 314 1843 110 internal_value=0 -6.01418e-05 9.33452e-05 internal_weight=0 91.6658 54.6207 internal_count=3105 2157 948 is_linear=0 shrinkage=0.000400217 Tree=5308 num_leaves=3 num_cat=0 split_feature=1375 12 split_gain=4.0764 3.88635 threshold=-0.43271999999999994 0.079600000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057938859676582373 6.1223960676043632e-05 -6.858487449724482e-05 leaf_weight=1.8552480161888514 78.906890529324301 69.265352414091467 leaf_count=15 829 2249 internal_value=0 5.36892e-07 internal_weight=0 148.172 internal_count=3093 3078 is_linear=0 shrinkage=0.000400217 Tree=5309 num_leaves=3 num_cat=0 split_feature=454 484 split_gain=4.05371 3.96923 threshold=-1.0000000180025095e-35 -0.083139999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01928556118650275 -0.014531620791204619 0.0026266796508062707 leaf_weight=3.7343346038833252 5.7398539745263397 140.64591471510721 leaf_count=70 259 2747 internal_value=0 0.0019433 internal_weight=0 146.386 internal_count=3076 3006 is_linear=0 shrinkage=0.0204111 Tree=5310 num_leaves=4 num_cat=0 split_feature=0 49 15 split_gain=4.00535 5.06433 3.42932 threshold=-0.0013399999999999998 -0.085014999999999993 -0.032239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011935204628142472 0.021465593358806642 0.00018667775879746993 0.0034358041569007044 leaf_weight=16.590009839856066 5.4855916850501698 102.31824369681999 20.745662980596535 leaf_count=182 92 2585 229 internal_value=0 -0.0015142 0.00728148 internal_weight=0 118.908 26.2313 internal_count=3088 2767 321 is_linear=0 shrinkage=0.0204111 Tree=5311 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=3.58922 3.55523 threshold=-0.40548499999999993 0.14860500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021821377086101369 -4.2573221625519098e-05 0.020754472818709846 leaf_weight=2.9644692143629063 142.95516171767667 3.3965618394431649 leaf_count=113 2907 68 internal_value=0 0.000455586 internal_weight=0 146.352 internal_count=3088 2975 is_linear=0 shrinkage=0.0204111 Tree=5312 num_leaves=4 num_cat=0 split_feature=1 4 151 split_gain=4.74547 6.78277 4.98507 threshold=1.0000000180025095e-35 -0.17966999999999997 -0.083559999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048393234276145704 -0.00027237045420862299 7.2732311351978089e-05 -6.7952338149513181e-05 leaf_weight=5.1462212905171318 9.9976141343940963 93.444806705083465 38.191836688427429 leaf_count=175 190 1324 1382 internal_value=0 3.912e-05 -0.000118468 internal_weight=0 103.442 43.3381 internal_count=3071 1514 1557 is_linear=0 shrinkage=0.000400217 Tree=5313 num_leaves=4 num_cat=0 split_feature=4 0 11 split_gain=3.61568 6.27815 6.02364 threshold=0.07252500000000002 -0.1171 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.7036001928736203e-05 -6.9749118392388259e-05 0.00022535642280678466 -0.00049162098718324619 leaf_weight=95.503943648131099 21.750539878150448 24.403599967365153 4.5787622623611233 leaf_count=2377 220 367 134 internal_value=0 8.64531e-05 -4.88163e-05 internal_weight=0 46.1541 100.083 internal_count=3098 587 2511 is_linear=0 shrinkage=0.000400217 Tree=5314 num_leaves=4 num_cat=0 split_feature=43 150 43 split_gain=3.03355 3.70798 2.91232 threshold=0.075180000000000011 0.081245000000000026 0.085220000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.8450190237740271e-05 0.00044162794726644046 8.4820973939676647e-05 6.1250146888234497e-05 leaf_weight=96.444356858635729 3.9574241356458542 34.144597337930463 15.762074420876159 leaf_count=2398 20 392 316 internal_value=0 -2.83366e-05 0.000139649 internal_weight=0 130.589 19.7195 internal_count=3126 2790 336 is_linear=0 shrinkage=0.000400217 Tree=5315 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=4.19311 9.29494 6.05013 threshold=0.0066850000000000008 -0.0017949999999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00085368383993197233 0.0057715318240423377 -0.021346006571958207 -0.01609895082134782 leaf_weight=74.516399805506808 54.189737481527118 10.413492961233713 5.7278424226678899 leaf_count=1993 807 199 57 internal_value=0 -0.0033911 0.00365469 internal_weight=0 84.9299 59.9176 internal_count=3056 2192 864 is_linear=0 shrinkage=0.0204111 Tree=5316 num_leaves=4 num_cat=0 split_feature=4 4 14 split_gain=4.11257 5.36187 4.37086 threshold=-0.49977499999999991 -0.55219499999999988 0.077685000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012023516945752277 0.0020092207675538845 -0.025971821808042174 -0.023325337669460794 leaf_weight=2.156994457822293 133.81911678052711 4.9128078218782312 2.7869129808968855 leaf_count=37 2875 105 92 internal_value=0 -0.0143727 0.00147369 internal_weight=0 7.0698 136.606 internal_count=3109 142 2967 is_linear=0 shrinkage=0.0204111 Tree=5317 num_leaves=3 num_cat=0 split_feature=453 51 split_gain=4.0653 3.73355 threshold=0.095100000000000018 -0.10998999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00021028642500902885 -0.00045431818529523114 3.6508792325772548e-05 leaf_weight=10.50561323497095 2.8691334128379813 130.43437788962183 leaf_count=304 30 2717 internal_value=0 1.79604e-05 internal_weight=0 140.94 internal_count=3051 3021 is_linear=0 shrinkage=0.000400217 Tree=5318 num_leaves=4 num_cat=0 split_feature=0 48 15 split_gain=3.9694 8.88515 6.61592 threshold=-0.10643499999999999 0.11978500000000002 -0.032239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014470900129552732 0.00010331976412864597 -0.00036080010798743837 -0.00012296143725452007 leaf_weight=58.018645511008799 33.803863884255406 6.0523922349966588 53.0013036583332 leaf_count=516 956 57 1576 internal_value=0 9.64106e-05 -3.48229e-05 internal_weight=0 64.071 86.8052 internal_count=3105 573 2532 is_linear=0 shrinkage=0.000400217 Tree=5319 num_leaves=4 num_cat=0 split_feature=1456 403 3 split_gain=4.06525 3.34663 1.11776 threshold=-1.0000000180025095e-35 0.08888500000000002 -0.15896999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027072207346617654 2.2074775373883574e-05 -0.00032346328787982454 -0.00041234853287303383 leaf_weight=0.34293683536816377 136.42412427517411 4.5304048123944076 4.4818195866100714 leaf_count=4 2523 252 290 internal_value=0 1.07209e-05 -0.000358758 internal_weight=0 140.955 4.82476 internal_count=3069 2775 294 is_linear=0 shrinkage=0.000400217 Tree=5320 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=4.79197 12.3443 6.55928 threshold=-0.073114999999999986 -0.088159999999999988 -0.23946499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6373036424357609e-05 -5.8817017454325158e-05 -0.0003308738441726932 0.00023043863605512336 leaf_weight=80.481950420085923 20.387970174546354 17.809181385571719 32.422177122381981 leaf_count=1067 235 1178 634 internal_value=0 -3.04685e-05 0.00011888 internal_weight=0 98.2911 52.8101 internal_count=3114 2245 869 is_linear=0 shrinkage=0.000400217 Tree=5321 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=4.21499 4.61838 threshold=-1.0000000180025095e-35 0.097925000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042992345354984343 -7.8853720823020995e-05 6.5326165779011644e-05 leaf_weight=3.3390204089228055 83.632887254359957 61.772945412827539 leaf_count=87 2075 917 internal_value=0 -1.75985e-05 internal_weight=0 145.406 internal_count=3079 2992 is_linear=0 shrinkage=0.000400217 Tree=5322 num_leaves=4 num_cat=0 split_feature=474 52 0 split_gain=3.39161 3.96056 0.114085 threshold=-1.0000000180025095e-35 -0.048794999999999991 -0.07087499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00069517792096763619 8.5263171895456379e-05 -5.0564614018542485e-05 -0.00038654266074479999 leaf_weight=0.59608285396825555 54.82883780078555 91.792503998956818 1.4047366257291276 leaf_count=47 862 2141 72 internal_value=0 2.54292e-07 -0.000510459 internal_weight=0 146.621 2.00082 internal_count=3122 3003 119 is_linear=0 shrinkage=0.000400217 Tree=5323 num_leaves=4 num_cat=0 split_feature=484 15 3 split_gain=3.428 3.60804 0.0702078 threshold=0.11749000000000001 -0.24269999999999997 -0.012889999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013110103775094889 -0.014617604902326067 0.00063679641014062211 -0.026474539598350225 leaf_weight=10.302954136917831 0.88012223994883276 133.75388932239002 1.4465636991662894 leaf_count=251 99 2721 21 internal_value=0 0.00153838 -0.0228665 internal_weight=0 144.057 2.32669 internal_count=3092 2972 120 is_linear=0 shrinkage=0.0204111 Tree=5324 num_leaves=4 num_cat=0 split_feature=12 12 1 split_gain=3.56693 4.16154 3.54344 threshold=0.10042000000000002 0.097345000000000015 0.13662500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022244742661676765 -0.013885997108648594 0.016099925350751582 0.012860811197563125 leaf_weight=125.41661542066868 13.028976547378987 6.7516056210151865 2.3566892468370488 leaf_count=2562 392 113 42 internal_value=0 0.000624277 -0.00972575 internal_weight=0 132.168 15.3857 internal_count=3109 2675 434 is_linear=0 shrinkage=0.0204111 Tree=5325 num_leaves=4 num_cat=0 split_feature=47 0 3 split_gain=5.6005 5.37654 4.6983 threshold=0.087850000000000025 -0.23075999999999999 -0.0053599999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016086504465173325 -0.00074563922318058369 -5.2291118761641837e-06 -0.018395531333866781 leaf_weight=9.3139897611690667 12.958221684908496 105.11602044002939 12.104146364843471 leaf_count=64 285 2626 108 internal_value=0 0.001319 -0.00931375 internal_weight=0 114.43 25.0624 internal_count=3083 2690 393 is_linear=0 shrinkage=0.0204111 Tree=5326 num_leaves=3 num_cat=0 split_feature=3 483 split_gain=5.46724 3.51353 threshold=-0.24572499999999997 0.080590000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041748733007663179 1.2198142629528416e-05 -0.0002476848696855578 leaf_weight=5.0029328546952447 138.80204451168538 8.7523520838221867 leaf_count=43 2773 326 internal_value=0 -3.39322e-06 internal_weight=0 147.554 internal_count=3142 3099 is_linear=0 shrinkage=0.000400217 Tree=5327 num_leaves=4 num_cat=0 split_feature=2 14 3 split_gain=3.55597 3.58238 0.168867 threshold=0.15412000000000003 0.073890000000000011 -0.077384999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015802990647179204 0.023617386000805211 -0.020980967206416443 0.013668857862959167 leaf_weight=141.02203229009683 1.644334352109581 3.41626919992268 2.6179619735339648 leaf_count=2921 13 105 89 internal_value=0 -0.000666406 0.0180132 internal_weight=0 144.438 4.2623 internal_count=3128 3026 102 is_linear=0 shrinkage=0.0204111 Tree=5328 num_leaves=4 num_cat=0 split_feature=2 160 151 split_gain=4.04179 5.05524 3.9869 threshold=0.097925000000000012 0.092845000000000011 -0.29526499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9869056145042766e-05 -0.00037432011968147554 -0.00035085948078791569 0.00010765762480679142 leaf_weight=76.066597950593859 2.781406231573782 8.0765635771531361 56.38562190974335 leaf_count=1970 29 183 901 internal_value=0 -5.20635e-05 8.43359e-05 internal_weight=0 84.1432 59.167 internal_count=3083 2153 930 is_linear=0 shrinkage=0.000400217 Tree=5329 num_leaves=4 num_cat=0 split_feature=13 13 49 split_gain=4.08499 5.82659 4.37879 threshold=0.077550000000000022 -0.09194999999999999 -0.067929999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0056746348811444703 0.022353184713925261 -0.0042895444726150957 0.0027329278704741264 leaf_weight=34.043880939658266 6.140731472522023 85.949392950351466 19.740142163544078 leaf_count=467 41 2258 334 internal_value=0 -0.0014599 0.00746444 internal_weight=0 119.993 25.8809 internal_count=3100 2725 375 is_linear=0 shrinkage=0.0204111 Tree=5330 num_leaves=4 num_cat=0 split_feature=376 133 52 split_gain=4.4575 5.06773 1.70162 threshold=0.048375000000000008 0.098810000000000023 -0.087789999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054660407857932698 0.0022737774717422475 -0.017868789214300747 0.019181227429564171 leaf_weight=127.24123961405712 3.8772086239187047 6.4336939107088247 6.9373018573969585 leaf_count=2481 50 473 109 internal_value=0 -0.00035393 0.013205 internal_weight=0 133.675 10.8145 internal_count=3113 2954 159 is_linear=0 shrinkage=0.0204111 Tree=5331 num_leaves=4 num_cat=0 split_feature=3 3 42 split_gain=3.79943 9.12231 4.69082 threshold=-0.097724999999999992 -0.078644999999999979 0.092260000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001706343507002925 -0.00028633464507721865 1.8182448515051792e-05 -0.00022691817763211483 leaf_weight=31.868299418711103 19.076783807875472 88.043695788903278 5.4842018209164953 leaf_count=386 1246 1350 73 internal_value=0 -3.62905e-05 0.000111761 internal_weight=0 107.12 37.3525 internal_count=3055 2596 459 is_linear=0 shrinkage=0.000400217 Tree=5332 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=5.74582 6.27715 3.99497 threshold=0.09450500000000002 -0.23098999999999997 -0.16921999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033057026898373825 -0.00021627895755998582 -0.00010939653302150053 0.0001164179072867777 leaf_weight=5.4813710494199759 6.3237491991603738 73.371064345403283 57.401204738533124 leaf_count=36 127 2104 797 internal_value=0 -7.83872e-05 8.30813e-05 internal_weight=0 78.8524 63.725 internal_count=3064 2140 924 is_linear=0 shrinkage=0.000400217 Tree=5333 num_leaves=4 num_cat=0 split_feature=42 1 156 split_gain=5.305 4.38333 3.46796 threshold=-1.0000000180025095e-35 0.10790500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003390670362173436 -0.00041672539223994859 9.203214198559585e-05 3.4687841876937366e-05 leaf_weight=12.354935192139239 2.6767745580582405 5.3622939402703187 121.60645660308364 leaf_count=752 144 76 2121 internal_value=0 -0.000208832 2.45991e-05 internal_weight=0 17.7172 124.283 internal_count=3093 828 2265 is_linear=0 shrinkage=0.000400217 Tree=5334 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=3.37801 5.7006 threshold=0.11976000000000002 -0.23438999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024661954773285045 -0.00052595823147554629 -3.4349333319730899e-05 leaf_weight=12.538565617171114 1.9512979229912151 134.86627172651788 leaf_count=148 18 2921 internal_value=0 -1.02805e-05 internal_weight=0 147.405 internal_count=3087 3069 is_linear=0 shrinkage=0.000400217 Tree=5335 num_leaves=4 num_cat=0 split_feature=124 39 0 split_gain=3.55475 5.31253 2.44724 threshold=-0.048219999999999992 -1.0000000180025095e-35 -0.084674999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001998924772374767 -0.025756129042840647 0.00044709622835617269 0.018091738963657473 leaf_weight=7.930247588083148 3.1938626552000633 129.29499236712581 7.7676478815264982 leaf_count=134 26 2856 117 internal_value=0 -0.000205791 0.0100337 internal_weight=0 132.489 15.6979 internal_count=3133 2882 251 is_linear=0 shrinkage=0.0204111 Tree=5336 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=4.74615 7.57684 4.99233 threshold=0.077800000000000022 0.0020050000000000003 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012366968803605076 -0.010927806530354496 0.0040593630265524866 0.0042849876009927075 leaf_weight=26.081780500520836 9.8571230466477555 21.06303139263764 91.510472818947164 leaf_count=1209 185 401 1312 internal_value=0 -0.0050359 0.00279525 internal_weight=0 47.1448 101.368 internal_count=3107 1610 1497 is_linear=0 shrinkage=0.0204111 Tree=5337 num_leaves=4 num_cat=0 split_feature=156 453 3 split_gain=3.85352 3.80009 0.335446 threshold=0.11896500000000002 0.10963500000000002 0.13311000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007624802250363775 -0.017347645959661592 -0.027787906760720273 -0.037277071249114106 leaf_weight=141.33551577405888 1.1732008216204115 1.8573275096714486 0.85155801661312569 leaf_count=2979 89 13 6 internal_value=0 0.000370736 -0.0272436 internal_weight=0 143.193 2.02476 internal_count=3087 2992 95 is_linear=0 shrinkage=0.0204111 Tree=5338 num_leaves=4 num_cat=0 split_feature=42 42 39 split_gain=3.7487 4.97388 4.01886 threshold=0.10146500000000001 0.09832500000000001 0.055555000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00079289518754541925 -0.022203604907483486 0.023515092241328302 0.0039852123677653383 leaf_weight=130.20007582604012 5.8119727907760517 4.029626818955875 4.1019310425035655 leaf_count=2674 262 51 92 internal_value=0 0.00149405 -0.0114443 internal_weight=0 134.23 9.9139 internal_count=3079 2725 354 is_linear=0 shrinkage=0.0204111 Tree=5339 num_leaves=4 num_cat=0 split_feature=14 43 48 split_gain=3.71498 3.48119 0.301731 threshold=0.073890000000000011 -0.07440999999999999 -0.032929999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0041283126714403559 -0.012492103088481914 -0.0025253979695776595 -0.027044807998764717 leaf_weight=51.161109455490077 1.2986073890060654 90.612760170661204 1.949742680590133 leaf_count=1187 18 1812 90 internal_value=0 -0.000122949 -0.0218371 internal_weight=0 141.774 3.24835 internal_count=3107 2999 108 is_linear=0 shrinkage=0.0204111 Tree=5340 num_leaves=4 num_cat=0 split_feature=12 43 1 split_gain=4.7735 4.29329 2.10158 threshold=0.11596500000000001 -0.19537999999999997 0.12485500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012807127043919871 -0.026233584567495898 0.00020028250563700956 -0.00025430595026720376 leaf_weight=12.204315811715786 3.7707480056051272 130.53551117305324 1.9514589495956896 leaf_count=157 119 2770 41 internal_value=0 0.00128737 -0.0175487 internal_weight=0 142.74 5.72221 internal_count=3087 2927 160 is_linear=0 shrinkage=0.0204111 Tree=5341 num_leaves=4 num_cat=0 split_feature=0 47 4 split_gain=4.83196 7.82168 6.12602 threshold=-0.10726999999999999 0.077065000000000008 0.13736000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0070954793080028862 -0.0064139263374374256 -0.010013897367830009 0.0091263730193265283 leaf_weight=51.488564687286271 68.806545316030679 14.089031415758653 12.380531454575246 leaf_count=463 2276 113 242 internal_value=0 0.00340881 -0.00403482 internal_weight=0 65.5776 81.1871 internal_count=3094 576 2518 is_linear=0 shrinkage=0.0204111 Tree=5342 num_leaves=4 num_cat=0 split_feature=42 4 33 split_gain=4.62415 7.16382 3.36958 threshold=0.085585000000000008 0.078925000000000009 0.082505000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030367385061758232 -0.01348123464086597 0.0053614680838812252 -0.019787212491895457 leaf_weight=108.51164426204195 21.112923375920218 13.837673916830679 2.6527699801372355 leaf_count=1822 994 228 39 internal_value=0 -0.00602772 0.00247272 internal_weight=0 34.9506 111.164 internal_count=3083 1222 1861 is_linear=0 shrinkage=0.0204111 Tree=5343 num_leaves=4 num_cat=0 split_feature=43 403 15 split_gain=3.83342 3.94776 0.797509 threshold=0.25537500000000007 -0.088654999999999984 -0.19313499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019428349749541281 -0.00051870144590697627 0.00010708730359569276 -0.025798630865385364 leaf_weight=4.3397359267546554 0.63085535675054449 134.973743009592 2.9732717887382014 leaf_count=399 27 2544 156 internal_value=0 -0.000516572 -0.0215227 internal_weight=0 139.313 3.60413 internal_count=3126 2943 183 is_linear=0 shrinkage=0.0204111 Tree=5344 num_leaves=3 num_cat=0 split_feature=1365 16 split_gain=3.6863 3.39687 threshold=1.0000000180025095e-35 -0.54213499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014420543051672426 -0.022659605830297098 -0.00049836209983517531 leaf_weight=6.566121954121626 2.8859143393347031 132.65235665473301 leaf_count=87 59 2956 internal_value=0 0.000216299 internal_weight=0 139.218 internal_count=3102 3043 is_linear=0 shrinkage=0.0204111 Tree=5345 num_leaves=4 num_cat=0 split_feature=4 11 1 split_gain=3.95092 5.70806 0.533541 threshold=0.50673000000000001 0.081130000000000022 0.10892500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.818193770273661e-05 6.5115068015984367e-05 -0.00033304426716913551 0.00041683950080198979 leaf_weight=132.40681423270144 0.88162061013281245 7.7386202485067761 4.0993624368566088 leaf_count=2762 8 154 162 internal_value=0 -1.46263e-06 0.000357385 internal_weight=0 140.145 4.98098 internal_count=3086 2916 170 is_linear=0 shrinkage=0.000400217 Tree=5346 num_leaves=4 num_cat=0 split_feature=483 4 13 split_gain=4.13101 4.00899 0.443768 threshold=0.10297500000000001 -0.49977499999999991 -0.0023399999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014608884425310881 -0.010715969422270809 0.0010697291107260947 -0.028902403400653344 leaf_weight=7.0372322669718406 1.0194227917163519 136.81437171410289 2.007392291649011 leaf_count=129 95 2847 30 internal_value=0 0.000291964 -0.023378 internal_weight=0 143.852 3.02682 internal_count=3101 2976 125 is_linear=0 shrinkage=0.0204111 Tree=5347 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=4.93222 7.16315 2.56274 threshold=0.09450500000000002 -0.11550499999999998 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0079985338840849098 0.0079083447193883539 -0.006000048930777312 -0.00083546029748809091 leaf_weight=20.10385229383246 42.366577822569525 61.683531793445582 20.77468419179786 leaf_count=184 685 1979 244 internal_value=0 -0.00255288 0.00503508 internal_weight=0 81.7874 63.1413 internal_count=3092 2163 929 is_linear=0 shrinkage=0.0204111 Tree=5348 num_leaves=4 num_cat=0 split_feature=132 38 13 split_gain=3.12925 5.14333 3.48434 threshold=0.08018500000000002 1.0000000180025095e-35 -0.080784999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039402790161666081 -0.0072017499553148137 -0.021345711354025635 0.014706329106006152 leaf_weight=128.23366483542122 4.1104054318275294 4.9627559407235813 10.766346855903974 leaf_count=2751 97 64 214 internal_value=0 -0.00119194 0.00864461 internal_weight=0 133.196 14.8768 internal_count=3126 2815 311 is_linear=0 shrinkage=0.0204111 Tree=5349 num_leaves=4 num_cat=0 split_feature=42 2 2 split_gain=5.90143 7.53603 4.95136 threshold=0.084050000000000014 0.09395000000000002 -0.58149499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.1051220182243012 -0.016093918332938762 0.0022755736570613237 0.0020532976943227615 leaf_weight=0.067958429455756142 19.938313847676909 17.314352654124377 104.7299648732369 leaf_count=1 956 428 1708 internal_value=0 -0.00757488 0.00187168 internal_weight=0 37.2527 104.798 internal_count=3093 1384 1709 is_linear=0 shrinkage=0.0204111 Tree=5350 num_leaves=4 num_cat=0 split_feature=43 16 3 split_gain=4.4332 6.84513 5.02301 threshold=-0.063379999999999978 0.15354500000000001 -0.077754999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013610343500727584 -0.0011374276126634587 -0.017855328673453495 0.011110869006921301 leaf_weight=31.031856488574704 77.692653710619197 11.63755540671991 23.608886079251533 leaf_count=929 1494 247 482 internal_value=0 -0.00333499 0.00403946 internal_weight=0 89.3302 54.6407 internal_count=3152 1741 1411 is_linear=0 shrinkage=0.0204111 Tree=5351 num_leaves=4 num_cat=0 split_feature=1429 52 3 split_gain=3.68571 3.72445 0.39392 threshold=-1.0000000180025095e-35 -0.048794999999999991 0.096440000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015730621553887898 0.0060980310118368295 -0.0007976778736671021 -0.035033028820211323 leaf_weight=1.7561819118818669 50.878312589891721 90.57095316019695 0.74979036115109909 leaf_count=114 822 2084 23 internal_value=0 0.00168552 -0.0227573 internal_weight=0 141.449 2.50597 internal_count=3043 2906 137 is_linear=0 shrinkage=0.0204111 Tree=5352 num_leaves=4 num_cat=0 split_feature=457 403 457 split_gain=3.71847 3.97653 3.52794 threshold=-0.0056599999999999992 -1.0000000180025095e-35 -0.14941999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0056912278862185309 -0.010579562174896405 0.0023721447930582893 -0.017816748346179113 leaf_weight=3.8194776985037597 10.641752552721298 121.06575264423736 8.3222596729174239 leaf_count=41 733 2121 204 internal_value=0 0.00131757 -0.0104373 internal_weight=0 131.708 12.1417 internal_count=3099 2854 245 is_linear=0 shrinkage=0.0204111 Tree=5353 num_leaves=4 num_cat=0 split_feature=157 48 1 split_gain=3.8501 4.49704 3.85801 threshold=-0.084489999999999996 0.12879500000000002 0.11179000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022891715341943852 0.0021854731561863354 -0.014555519484829433 0.011649692280490051 leaf_weight=5.1688262620082233 130.00310887399246 6.935788767412304 1.7301755761727688 leaf_count=212 2770 84 26 internal_value=0 0.00132636 -0.0141815 internal_weight=0 136.939 6.899 internal_count=3092 2854 238 is_linear=0 shrinkage=0.0204111 Tree=5354 num_leaves=4 num_cat=0 split_feature=481 14 123 split_gain=3.82113 3.36949 0.425483 threshold=-0.0082899999999999988 0.073890000000000011 0.083430000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023070513287039369 0.00022345986731023409 -0.023253515872777505 -0.0020136394101709751 leaf_weight=3.3655949216627046 131.84619934527291 2.4850716006767462 0.47726471140049387 leaf_count=304 2704 77 11 internal_value=0 -0.000229859 -0.0205864 internal_weight=0 134.331 3.84286 internal_count=3096 2781 315 is_linear=0 shrinkage=0.0204111 Tree=5355 num_leaves=4 num_cat=0 split_feature=160 41 15 split_gain=3.95113 3.72808 0.135773 threshold=-0.40187499999999993 0.075585000000000013 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012200968012824394 6.2019899466083311e-05 -0.00016895662305102589 -0.00043509021736709509 leaf_weight=0.35650328011252019 136.74677614967368 12.082460024626924 2.7556265464809249 leaf_count=17 2665 164 225 internal_value=0 4.31555e-05 -0.000404709 internal_weight=0 148.829 3.11213 internal_count=3071 2829 242 is_linear=0 shrinkage=0.000400217 Tree=5356 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=4.02961 3.76825 threshold=-0.58149499999999998 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.089471951105631053 0.0015460485198223737 -0.020616328569292332 leaf_weight=0.093349525704978897 134.83043846879445 3.1620676495076614 leaf_count=2 2936 108 internal_value=0 0.0010219 internal_weight=0 137.993 internal_count=3046 3044 is_linear=0 shrinkage=0.0204111 Tree=5357 num_leaves=4 num_cat=0 split_feature=484 43 13 split_gain=5.49121 4.40028 1.55934 threshold=-0.082264999999999991 -0.07440999999999999 -0.23862999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01617864976748851 0.0065211856938710133 -0.0011210155229349338 -0.023349230316933471 leaf_weight=0.37824347242712963 48.06740601711499 89.993936432845658 4.5956085371435611 leaf_count=5 1045 1743 283 internal_value=0 0.00154282 -0.0200533 internal_weight=0 138.061 4.97385 internal_count=3076 2788 288 is_linear=0 shrinkage=0.0204111 Tree=5358 num_leaves=4 num_cat=0 split_feature=484 1373 150 split_gain=3.68606 3.58253 1.85088 threshold=-0.083139999999999992 0.099250000000000019 0.095950000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023538974441450155 0.00083533976318111004 -0.024478410426082415 0.011423819347442285 leaf_weight=3.8299036606113068 138.57563513106288 2.2570607070811084 0.68097449559718359 leaf_count=257 2759 26 11 internal_value=0 0.000410524 -0.018112 internal_weight=0 140.833 4.51088 internal_count=3053 2785 268 is_linear=0 shrinkage=0.0204111 Tree=5359 num_leaves=4 num_cat=0 split_feature=43 376 48 split_gain=5.90917 6.6591 4.74476 threshold=-0.07440999999999999 0.08672500000000001 0.086665000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.52699222267417e-05 -8.8210041207837189e-05 0.00043650865865827435 0.00030908582675628497 leaf_weight=40.909375140661723 84.6297403476201 3.9494147624354801 13.379455356567631 leaf_count=1017 1805 43 233 internal_value=0 -6.42933e-05 0.000103249 internal_weight=0 88.5792 54.2888 internal_count=3098 1848 1250 is_linear=0 shrinkage=0.000400217 Tree=5360 num_leaves=4 num_cat=0 split_feature=1456 52 13 split_gain=4.85587 3.56748 0.107217 threshold=-1.0000000180025095e-35 -0.51586999999999994 -0.15325499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013436074021709664 -0.00040431759900555079 3.338015319590769e-05 -0.00043047918087744724 leaf_weight=0.34018851164728392 2.9385314246173939 134.69587947237596 3.8036872389275223 leaf_count=9 196 2585 270 internal_value=0 2.37141e-05 -0.000410344 internal_weight=0 137.634 4.14388 internal_count=3060 2781 279 is_linear=0 shrinkage=0.000400217 Tree=5361 num_leaves=3 num_cat=0 split_feature=1213 1429 split_gain=4.25221 3.92032 threshold=-0.081269999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004535457044859544 -0.00043668854566194728 2.5534911271616871e-05 leaf_weight=3.0482692000950911 2.8904427179040786 139.49673496891046 leaf_count=321 145 2654 internal_value=0 1.58161e-05 internal_weight=0 142.387 internal_count=3120 2799 is_linear=0 shrinkage=0.000400217 Tree=5362 num_leaves=4 num_cat=0 split_feature=2 149 39 split_gain=2.9361 5.21916 0.464054 threshold=0.153865 0.11108000000000001 0.11954000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019474409060889032 0.019828195922094168 -0.033908730753579967 0.0060495176739450533 leaf_weight=132.11947643553867 3.1708688917569807 1.8291529957205046 1.6670295931398866 leaf_count=2950 78 20 34 internal_value=0 -0.000683066 0.0153246 internal_weight=0 133.949 4.8379 internal_count=3082 2970 112 is_linear=0 shrinkage=0.0204111 Tree=5363 num_leaves=4 num_cat=0 split_feature=4 160 12 split_gain=4.4435 4.6495 2.6554 threshold=-0.49977499999999991 -0.091964999999999977 -0.076464999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010911862445283823 -0.00019975011857811741 4.8139979442327428e-05 -0.00046752240034535035 leaf_weight=1.6962954644113777 13.285978869029348 127.00363031867892 4.6669591921381643 leaf_count=15 447 2520 115 internal_value=0 2.45232e-05 -0.000314575 internal_weight=0 140.29 6.36325 internal_count=3097 2967 130 is_linear=0 shrinkage=0.000400217 Tree=5364 num_leaves=4 num_cat=0 split_feature=43 0 13 split_gain=6.40185 6.39353 4.69751 threshold=-0.07440999999999999 -0.071104999999999988 0.11001000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011346415149209499 -0.0037548890972153191 0.01424450483762899 0.015045717175787019 leaf_weight=30.712404957579565 87.256860552060971 23.471092166000744 5.8017903954605563 leaf_count=932 1860 304 42 internal_value=0 0.00625147 -0.00256608 internal_weight=0 54.1835 93.0587 internal_count=3138 1236 1902 is_linear=0 shrinkage=0.0204111 Tree=5365 num_leaves=4 num_cat=0 split_feature=131 47 483 split_gain=4.60367 4.18759 3.90408 threshold=0.08956500000000002 0.13135500000000003 0.10297500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0023358665649897514 -0.016717239152446536 0.021427182235356227 -0.022882784066149773 leaf_weight=127.03680035576326 9.4559162536170316 1.2732615410350252 2.4985947256645877 leaf_count=2593 419 15 101 internal_value=0 -0.012016 0.00183008 internal_weight=0 10.7292 129.535 internal_count=3128 434 2694 is_linear=0 shrinkage=0.0204111 Tree=5366 num_leaves=3 num_cat=0 split_feature=151 133 split_gain=4.98065 4.11048 threshold=-0.29526499999999994 0.10681500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047648538973003564 3.2613098335532304e-05 -0.00034474844767669641 leaf_weight=3.2074262484675264 133.76241266385478 4.6772329877858274 leaf_count=68 2576 428 internal_value=0 1.95955e-05 internal_weight=0 138.44 internal_count=3072 3004 is_linear=0 shrinkage=0.000400217 Tree=5367 num_leaves=3 num_cat=0 split_feature=9 45 split_gain=3.85173 3.39845 threshold=-0.016839999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.000428896686369685 0.0004160189408731012 -1.4382968814666214e-05 leaf_weight=3.2379006446572012 2.8899932655040166 138.92095447313841 leaf_count=89 23 2993 internal_value=0 -5.29043e-06 internal_weight=0 141.811 internal_count=3105 3016 is_linear=0 shrinkage=0.000400217 Tree=5368 num_leaves=4 num_cat=0 split_feature=474 1373 2 split_gain=3.61823 3.52001 0.0929212 threshold=-1.0000000180025095e-35 0.099250000000000019 0.107145 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019546449576487216 0.0023409914816963921 -0.024146555064456114 -0.035353460361094803 leaf_weight=1.1918614766327653 141.42701370389113 2.0102150947786859 0.58077405719086517 leaf_count=81 2946 24 30 internal_value=0 0.00195123 -0.0265181 internal_weight=0 143.437 1.77264 internal_count=3081 2970 111 is_linear=0 shrinkage=0.0204111 Tree=5369 num_leaves=4 num_cat=0 split_feature=4 48 15 split_gain=4.05721 4.394 3.89102 threshold=0.27150500000000005 0.11978500000000002 -0.11664999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002732407195050378 0.00021316113392049241 -0.00024435256830413843 -1.7690718412961195e-05 leaf_weight=10.333116072637493 20.471319954376671 3.9215535018593064 110.80535612288804 leaf_count=214 330 32 2523 internal_value=0 0.000138828 -3.97213e-05 internal_weight=0 24.3929 121.138 internal_count=3099 362 2737 is_linear=0 shrinkage=0.000400217 Tree=5370 num_leaves=3 num_cat=0 split_feature=1373 52 split_gain=4.04008 3.28992 threshold=-1.0000000180025095e-35 -0.51586999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027558186141822098 -0.020365191756988792 0.0013578978682491048 leaf_weight=1.9968691440299142 2.8549344399070824 138.4611333431094 leaf_count=22 211 2811 internal_value=0 0.000903262 internal_weight=0 141.316 internal_count=3044 3022 is_linear=0 shrinkage=0.0204111 Tree=5371 num_leaves=3 num_cat=0 split_feature=31 1365 split_gain=3.85007 3.65765 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044313708224702383 -1.0572653877966305e-05 -0.00044299401191523507 leaf_weight=2.8183216319885096 139.24993258346149 3.093487176927737 leaf_count=86 2944 56 internal_value=0 -2.03111e-05 internal_weight=0 142.343 internal_count=3086 3000 is_linear=0 shrinkage=0.000400217 Tree=5372 num_leaves=4 num_cat=0 split_feature=14 1 48 split_gain=3.96398 3.97827 1.54845 threshold=0.077685000000000018 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0041117035697198767 -0.040131412799636772 0.0032518791589311734 -0.0090942547918217379 leaf_weight=44.381148882050184 1.1670304911967835 97.563711787224747 1.590464949433225 leaf_count=1596 16 1422 85 internal_value=0 0.000948121 -0.0232832 internal_weight=0 141.945 2.7575 internal_count=3119 3018 101 is_linear=0 shrinkage=0.0204111 Tree=5373 num_leaves=3 num_cat=0 split_feature=151 52 split_gain=3.50035 3.37556 threshold=-0.52342999999999995 -0.51586999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049803050535013218 -0.00040322603080844284 2.5287383011311435e-05 leaf_weight=2.0369991182815275 2.8944444852968436 143.2271365941051 leaf_count=45 214 2822 internal_value=0 1.64969e-05 internal_weight=0 146.122 internal_count=3081 3036 is_linear=0 shrinkage=0.000400217 Tree=5374 num_leaves=4 num_cat=0 split_feature=3 48 156 split_gain=3.17211 3.74077 2.97669 threshold=-0.15490999999999996 0.083775000000000002 0.090040000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015513022017961929 -0.00079284372530379022 0.024050912779139042 -0.012797834955997886 leaf_weight=10.207666749280177 115.83086778506549 4.3066130767983841 9.1852352681889879 leaf_count=169 2633 35 240 internal_value=0 0.0083603 -0.00168554 internal_weight=0 14.5143 125.016 internal_count=3077 204 2873 is_linear=0 shrinkage=0.0204111 Tree=5375 num_leaves=4 num_cat=0 split_feature=49 3 42 split_gain=4.05193 5.66043 4.28841 threshold=-0.083659999999999984 -0.0020499999999999997 0.10038500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0694689935706424e-05 0.002878885190932684 -0.022946523931541753 -0.01212276197112328 leaf_weight=12.678805597883185 111.12569587842154 6.8703407694410989 8.4387621409841795 leaf_count=166 2498 63 366 internal_value=0 -0.00818855 0.00180973 internal_weight=0 19.5491 119.564 internal_count=3093 229 2864 is_linear=0 shrinkage=0.0204111 Tree=5376 num_leaves=4 num_cat=0 split_feature=1446 151 16 split_gain=3.49089 3.33218 0.147874 threshold=0.083705000000000016 -0.52342999999999995 -0.13924499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024604350708894683 -0.0056660166047536467 0.00012033141566494999 -0.022896339811089877 leaf_weight=2.1968607932503792 0.31683524162508581 138.21963213297204 2.896491571867954 leaf_count=50 29 2822 234 internal_value=0 -0.00028579 -0.0214454 internal_weight=0 140.416 3.21333 internal_count=3135 2872 263 is_linear=0 shrinkage=0.0204111 Tree=5377 num_leaves=3 num_cat=0 split_feature=31 34 split_gain=3.7902 3.54985 threshold=-1.0000000180025095e-35 -0.016844999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022586862306575212 -0.017236735003168396 0.00038771538543780202 leaf_weight=2.9861240701284251 4.8251661641988894 133.47468404989922 leaf_count=81 52 2982 internal_value=0 -0.000240633 internal_weight=0 138.3 internal_count=3115 3034 is_linear=0 shrinkage=0.0204111 Tree=5378 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=4.71524 7.27717 3.75679 threshold=0.10100500000000003 0.086845000000000019 0.10178500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012958740956895033 0.00017356029562913783 0.00012597454208544123 -3.4390393206611769e-05 leaf_weight=66.556983593472978 32.777663437824231 24.270808908273466 24.0650081114145 leaf_count=2208 530 147 254 internal_value=0 -6.12257e-05 8.56274e-05 internal_weight=0 90.8278 56.8427 internal_count=3139 2355 784 is_linear=0 shrinkage=0.000400217 Tree=5379 num_leaves=4 num_cat=0 split_feature=2 1 2 split_gain=4.29045 8.27619 6.02915 threshold=1.0000000180025095e-35 0.11584000000000001 0.084175000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025725253301756452 0.00035123710857282419 0.00016061141333991339 1.9049875301419236e-05 leaf_weight=22.238128089229576 9.441730202532197 11.40502948570065 104.42908780816651 leaf_count=588 180 172 2135 internal_value=0 -0.000115534 4.69115e-05 internal_weight=0 33.6432 113.871 internal_count=3075 760 2315 is_linear=0 shrinkage=0.000400217 Tree=5380 num_leaves=4 num_cat=0 split_feature=1 44 13 split_gain=4.66973 4.35342 2.93491 threshold=0.12700000000000003 1.0000000180025095e-35 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4981186553795218e-05 0.00044778912188014848 -0.00048613182337980688 8.162668851986743e-05 leaf_weight=126.16150052598823 5.1429394346196196 3.1098037562333039 10.737659158417953 leaf_count=2815 154 44 127 internal_value=0 -2.67263e-05 0.000202513 internal_weight=0 129.271 15.8806 internal_count=3140 2859 281 is_linear=0 shrinkage=0.000400217 Tree=5381 num_leaves=4 num_cat=0 split_feature=160 1429 15 split_gain=3.66163 3.38174 0.10282 threshold=-0.25833999999999996 -1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015408697751434795 -0.00043256053930622941 2.2129884488016958e-05 -0.00043674211680211177 leaf_weight=0.39455058518797193 2.5578114214004009 140.6939519331936 2.8577573491493231 leaf_count=22 133 2718 245 internal_value=0 1.36797e-05 -0.000408722 internal_weight=0 143.252 3.25231 internal_count=3118 2851 267 is_linear=0 shrinkage=0.000400217 Tree=5382 num_leaves=4 num_cat=0 split_feature=480 51 15 split_gain=3.59977 3.91304 0.495323 threshold=0.086640000000000009 0.053845000000000011 -0.47129499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5834623900175214e-05 -3.2672308798505377e-05 0.00014753217599464222 -0.00045500251986770393 leaf_weight=107.13067683995905 0.54465975891798768 29.959718032994715 2.8532300667720838 leaf_count=2420 9 429 182 internal_value=0 1.99588e-05 -0.000390508 internal_weight=0 137.09 3.39789 internal_count=3040 2849 191 is_linear=0 shrinkage=0.000400217 Tree=5383 num_leaves=4 num_cat=0 split_feature=49 1 49 split_gain=3.49816 6.17293 4.82785 threshold=-0.085014999999999993 0.10525000000000002 -0.081984999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01734059337240812 0.025124350865574442 0.0072323966712251244 0.00089397042937582559 leaf_weight=11.119108179642355 3.4112804965116075 6.7797274036565787 124.39590800165388 leaf_count=129 36 72 2874 internal_value=0 -0.00804573 0.00156212 internal_weight=0 17.8988 127.807 internal_count=3111 201 2910 is_linear=0 shrinkage=0.0204111 Tree=5384 num_leaves=4 num_cat=0 split_feature=42 132 43 split_gain=4.93973 4.79761 3.90617 threshold=-1.0000000180025095e-35 0.081055000000000016 -0.18069999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029594072043138329 0.00030509869222843816 0.00013563571615734802 1.8403791620305419e-05 leaf_weight=14.604978301496887 8.0380987897515279 5.6564878784120074 115.64188516284776 leaf_count=693 80 149 2155 internal_value=0 -0.000175372 3.72955e-05 internal_weight=0 20.2615 123.68 internal_count=3077 842 2235 is_linear=0 shrinkage=0.000400217 Tree=5385 num_leaves=4 num_cat=0 split_feature=376 133 43 split_gain=3.50484 5.58677 3.01502 threshold=0.048375000000000008 0.098810000000000023 -0.090299999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.2117964611733122e-06 -0.00013794332674713726 -0.00038280855098920792 0.00033965778419861451 leaf_weight=130.66161509371886 2.7474565946031353 6.047929503452905 8.4106299129780364 leaf_count=2473 18 448 137 internal_value=0 -1.03416e-05 0.000221856 internal_weight=0 136.71 11.1581 internal_count=3076 2921 155 is_linear=0 shrinkage=0.000400217 Tree=5386 num_leaves=4 num_cat=0 split_feature=376 457 457 split_gain=3.63237 4.42948 2.15911 threshold=1.0000000180025095e-35 0.082335000000000005 0.048350000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020270863200542661 0.016829950361585022 0.0078877410416067113 -0.0044795576736915439 leaf_weight=111.53845873367754 8.3199558309279364 22.454604329948779 2.5361191545380271 leaf_count=2718 112 213 58 internal_value=0 -0.000360358 0.0118569 internal_weight=0 133.993 10.8561 internal_count=3101 2931 170 is_linear=0 shrinkage=0.0204111 Tree=5387 num_leaves=4 num_cat=0 split_feature=1429 51 43 split_gain=3.64613 3.48458 0.359875 threshold=-1.0000000180025095e-35 -0.40548499999999993 -0.080819999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014765872759863526 -0.00042602035216039225 2.8845779117430429e-05 -0.00051714585922841227 leaf_weight=0.66438969885348376 2.637090685821021 144.60179973912454 2.0722141332298625 leaf_count=40 106 2881 104 internal_value=0 2.03815e-05 -0.000436772 internal_weight=0 147.239 2.7366 internal_count=3131 2987 144 is_linear=0 shrinkage=0.000400217 Tree=5388 num_leaves=4 num_cat=0 split_feature=160 1456 4 split_gain=4.49133 4.25512 2.59383 threshold=-0.20907999999999996 -1.0000000180025095e-35 0.39524000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040035967457124102 -0.00035690292575991386 3.7483745614327231e-05 0.0002948187579076884 leaf_weight=5.9619455090214606 4.4199072113115099 132.66919670645439 0.91823817853583012 leaf_count=300 229 2502 53 internal_value=0 2.44874e-05 -0.000304345 internal_weight=0 137.089 6.88018 internal_count=3084 2731 353 is_linear=0 shrinkage=0.000400217 Tree=5389 num_leaves=4 num_cat=0 split_feature=52 2 16 split_gain=6.10509 3.95808 1.74855 threshold=-0.27269499999999997 0.092120000000000021 0.052820000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0056357932851643401 -0.0031801829722232439 0.0038818267331391996 -0.023012955906759017 leaf_weight=0.9904765939572816 66.235968571425474 65.800008650759992 6.0849481545010349 leaf_count=8 1774 977 319 internal_value=0 0.00033947 -0.0189771 internal_weight=0 132.036 7.07542 internal_count=3078 2751 327 is_linear=0 shrinkage=0.0204111 Tree=5390 num_leaves=4 num_cat=0 split_feature=130 151 160 split_gain=5.66882 3.89897 0.84231 threshold=1.0000000180025095e-35 -0.29526499999999994 0.10285000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039928711342534758 -0.00044522911675400008 3.1892486477612065e-05 6.0322381662770611e-05 leaf_weight=3.3336974340490988 4.8467168860370284 134.05413782079995 0.56289138211286616 leaf_count=66 378 2595 34 internal_value=0 2.11133e-05 -0.000392468 internal_weight=0 137.388 5.40961 internal_count=3073 2661 412 is_linear=0 shrinkage=0.000400217 Tree=5391 num_leaves=4 num_cat=0 split_feature=4 482 160 split_gain=3.4159 3.74795 0.607019 threshold=0.50673000000000001 0.091725000000000015 -0.013279999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.2737531814305787e-06 0.00042465487014180356 -0.00046396804043070353 0.00015265870677361334 leaf_weight=139.5441347480446 2.9402005603769794 2.8009084071964017 2.6466826227260745 leaf_count=2778 89 118 91 internal_value=0 -1.4657e-05 0.000301333 internal_weight=0 142.345 5.58688 internal_count=3076 2896 180 is_linear=0 shrinkage=0.000400217 Tree=5392 num_leaves=4 num_cat=0 split_feature=1 4 151 split_gain=4.62442 5.84428 5.19201 threshold=1.0000000180025095e-35 -0.40145499999999995 -0.083559999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024917143039301468 -0.019091184277105034 0.0042116212817373908 -0.0023296402675042774 leaf_weight=4.6405365604150566 4.5907354172086334 97.165404830884654 39.606806527877779 leaf_count=165 142 1366 1376 internal_value=0 0.00314049 -0.00475547 internal_weight=0 101.756 44.2473 internal_count=3049 1508 1541 is_linear=0 shrinkage=0.0204111 Tree=5393 num_leaves=3 num_cat=0 split_feature=45 39 split_gain=3.5874 3.5869 threshold=-1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041681179421168812 -4.1785341410203345e-05 0.00013344629289903791 leaf_weight=3.0604101743083438 116.27609213340475 22.183612026856281 leaf_count=27 2682 360 internal_value=0 -1.36251e-05 internal_weight=0 138.46 internal_count=3069 3042 is_linear=0 shrinkage=0.000400217 Tree=5394 num_leaves=4 num_cat=0 split_feature=1 457 0 split_gain=5.36435 5.68816 2.18337 threshold=0.12700000000000003 0.079930000000000015 -0.13890499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.005183011617562237 -0.0066904185653042219 0.0061530173759565361 0.012951660620049059 leaf_weight=101.60786092254421 2.8000218861270687 22.425130856310716 13.018926356686277 leaf_count=2568 40 242 246 internal_value=0 -0.00312976 0.00945234 internal_weight=0 124.033 15.8189 internal_count=3096 2810 286 is_linear=0 shrinkage=0.0204111 Tree=5395 num_leaves=4 num_cat=0 split_feature=1 3 1186 split_gain=5.63735 6.91487 3.84388 threshold=0.076845000000000011 0.10812000000000001 0.084100000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023036490870245716 5.1807209847741552e-06 0.00019628611862265401 0.00044253361820066129 leaf_weight=34.455573472943797 93.854458727844758 7.2942745513282707 3.2212865592446169 leaf_count=1533 1502 26 27 internal_value=0 -0.000155497 2.01866e-05 internal_weight=0 41.7498 97.0757 internal_count=3088 1559 1529 is_linear=0 shrinkage=0.000400217 Tree=5396 num_leaves=4 num_cat=0 split_feature=4 51 40 split_gain=4.57498 3.74767 1.75505 threshold=-0.49977499999999991 -0.40548499999999993 -0.012844999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.0289924876985552e-05 -0.00042833963988163522 2.8467616312949088e-05 -0.00047435123803182756 leaf_weight=1.8823657948523758 2.8270569885789874 135.86185072543594 4.1841199162881813 leaf_count=19 118 2864 109 internal_value=0 1.8818e-05 -0.000333154 internal_weight=0 138.689 6.06649 internal_count=3110 2982 128 is_linear=0 shrinkage=0.000400217 Tree=5397 num_leaves=4 num_cat=0 split_feature=15 0 15 split_gain=3.76107 6.5289 5.35295 threshold=-0.095554999999999987 -0.11045499999999998 -0.24269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0079087528838411008 0.010832939105294081 -3.2872239315133797e-05 -0.0087682873366519958 leaf_weight=11.070614401134661 33.053684717306169 75.443694112080266 28.309219983639196 leaf_count=243 283 2179 403 internal_value=0 0.00328515 -0.00407084 internal_weight=0 108.497 39.3798 internal_count=3108 2462 646 is_linear=0 shrinkage=0.0204111 Tree=5398 num_leaves=4 num_cat=0 split_feature=4 160 4 split_gain=3.44569 3.09558 2.42409 threshold=-0.49977499999999991 -0.20907999999999996 -0.52428499999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.4842417033179375e-05 -0.00026102919895957275 2.5786367230477076e-05 -0.00053347406864343364 leaf_weight=3.0777358901686966 6.1965096498461198 135.27364731291891 3.0936103484127662 leaf_count=48 319 2665 80 internal_value=0 1.30271e-05 -0.000289852 internal_weight=0 141.47 6.17135 internal_count=3112 2984 128 is_linear=0 shrinkage=0.000400217 Tree=5399 num_leaves=4 num_cat=0 split_feature=2 2 49 split_gain=4.00277 5.35905 1.04373 threshold=-0.14169499999999999 -0.074699999999999989 -0.0093449999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042749246784441736 -0.00045641077409945275 -1.4468926557924311e-05 0.00012183623425548411 leaf_weight=3.5053230490884744 4.4334840569645158 133.03100072833331 3.7910783488769075 leaf_count=31 46 2995 60 internal_value=0 -2.90822e-05 0.000272921 internal_weight=0 137.464 7.2964 internal_count=3132 3041 91 is_linear=0 shrinkage=0.000400217 Tree=5400 num_leaves=4 num_cat=0 split_feature=13 132 0 split_gain=3.60989 5.05782 3.08721 threshold=-0.094744999999999982 0.08018500000000002 -0.14574499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011862044888649189 -6.5155440681559314e-05 0.00020137059299176328 0.00018236669231459917 leaf_weight=6.9231392133515355 105.0549366423802 12.682293875433968 24.575726143695647 leaf_count=91 2499 255 308 internal_value=0 -3.6282e-05 0.000116027 internal_weight=0 117.737 31.4989 internal_count=3153 2754 399 is_linear=0 shrinkage=0.000400217 Tree=5401 num_leaves=4 num_cat=0 split_feature=4 1 42 split_gain=3.25279 9.59767 4.26969 threshold=-0.078079999999999997 0.093350000000000016 0.093765000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012206397061385856 -0.00018548242651470701 5.7010311133669729e-05 -0.00030557938922096464 leaf_weight=37.967066963901743 47.121914926974569 58.462999951909296 4.0397061877010847 leaf_count=859 1265 817 126 internal_value=0 -5.12946e-05 8.02354e-05 internal_weight=0 105.585 42.0068 internal_count=3067 2082 985 is_linear=0 shrinkage=0.000400217 Tree=5402 num_leaves=4 num_cat=0 split_feature=474 160 16 split_gain=3.92003 3.81839 0.103386 threshold=-1.0000000180025095e-35 -0.40187499999999993 0.083165000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006876008707983629 -0.00040282287304346451 5.0271578130860053e-05 -0.00038623867801710455 leaf_weight=0.58843159861862604 2.9298439455815233 146.74282771581784 1.4309458779171107 leaf_count=34 222 2737 88 internal_value=0 4.11078e-05 -0.000505562 internal_weight=0 149.673 2.01938 internal_count=3081 2959 122 is_linear=0 shrinkage=0.000400217 Tree=5403 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=3.51607 9.06958 6.52078 threshold=0.086425000000000016 -0.016814999999999997 -0.23031999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014803850823633745 -0.012003483978778312 0.01936828706387345 -0.00035737716835034054 leaf_weight=13.263227752875535 22.684821854229089 4.512184166815131 101.5063436047094 leaf_count=80 364 28 2637 internal_value=0 -0.0067406 0.00140744 internal_weight=0 27.197 114.77 internal_count=3109 392 2717 is_linear=0 shrinkage=0.0204111 Tree=5404 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=3.95458 8.13752 4.3564 threshold=0.088975000000000012 0.11456500000000001 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0059352244997927499 0.0065795384770083237 0.018081103422247228 -0.0039213633884408019 leaf_weight=56.816437503617635 54.29312286557979 6.4454131443053475 23.510530257830396 leaf_count=1928 929 20 275 internal_value=0 -0.00346071 0.00340532 internal_weight=0 63.2619 77.8037 internal_count=3152 1948 1204 is_linear=0 shrinkage=0.0204111 Tree=5405 num_leaves=3 num_cat=0 split_feature=31 38 split_gain=3.67656 3.31879 threshold=-1.0000000180025095e-35 0.11976000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044114150345702388 2.1360056818001915e-05 -0.00043441995791291513 leaf_weight=3.177155378914903 143.60418105153076 2.4934692597016683 leaf_count=90 2961 18 internal_value=0 1.32545e-05 internal_weight=0 146.098 internal_count=3069 2979 is_linear=0 shrinkage=0.000400217 Tree=5406 num_leaves=4 num_cat=0 split_feature=4 160 40 split_gain=4.35008 4.00558 1.97257 threshold=-0.49977499999999991 -0.25833999999999996 -0.082239999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001785834268079566 -0.022159713409645409 0.0015441191249756904 -0.023443811974709971 leaf_weight=1.7818729057908056 2.9272054760367601 130.82565220122342 4.4355549635365596 leaf_count=20 252 2682 114 internal_value=0 0.00100726 -0.0163095 internal_weight=0 133.753 6.21743 internal_count=3068 2934 134 is_linear=0 shrinkage=0.0204111 Tree=5407 num_leaves=4 num_cat=0 split_feature=159 133 15 split_gain=3.30544 3.49753 1.82346 threshold=0.10843500000000002 0.09389500000000002 -0.08237499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0100208400076946e-05 2.4122698765023708e-05 -0.00021036400235453277 -0.00045155071926086658 leaf_weight=130.53943904681 1.9534328925656153 9.4745299150308693 3.6319498330703928 leaf_count=2371 85 507 110 internal_value=0 2.29971e-05 -0.000287984 internal_weight=0 140.014 5.58538 internal_count=3073 2878 195 is_linear=0 shrinkage=0.000400217 Tree=5408 num_leaves=3 num_cat=0 split_feature=1444 4 split_gain=3.43289 3.6797 threshold=-0.084559999999999982 -0.49977499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026989228761646267 -0.016574270314757656 0.00037795020327266069 leaf_weight=1.8370740468963038 5.439435710432007 136.42182254372892 leaf_count=28 132 2931 internal_value=0 -0.000284613 internal_weight=0 141.861 internal_count=3091 3063 is_linear=0 shrinkage=0.0204111 Tree=5409 num_leaves=4 num_cat=0 split_feature=483 52 15 split_gain=4.49074 3.90442 0.813388 threshold=0.096950000000000022 -0.51586999999999994 -0.46571499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040259213530250342 2.7354135862147188e-05 5.6304612677091442e-05 -0.00047896969556421776 leaf_weight=2.9224304910167112 0.59231547662057016 141.87084278901602 3.0296404253967912 leaf_count=205 20 2736 158 internal_value=0 4.67386e-05 -0.000397831 internal_weight=0 144.793 3.62196 internal_count=3119 2941 178 is_linear=0 shrinkage=0.000400217 Tree=5410 num_leaves=4 num_cat=0 split_feature=49 43 15 split_gain=4.8021 7.75283 6.42942 threshold=-0.085934999999999984 -0.099214999999999984 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034762194429599773 4.3905737668016881e-05 -0.00031858015397093084 -0.00047144045735967926 leaf_weight=3.3597973940195542 126.42774669573555 14.553717621194663 3.8885901806206666 leaf_count=29 2661 162 237 internal_value=0 -0.000192246 2.81365e-05 internal_weight=0 17.9135 130.316 internal_count=3089 191 2898 is_linear=0 shrinkage=0.000400217 Tree=5411 num_leaves=3 num_cat=0 split_feature=4 39 split_gain=4.29226 3.59417 threshold=0.51074000000000008 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0018533360990160804 0.021461035361026212 0.0074239647328964119 leaf_weight=113.19676482777504 3.7269380146753965 20.441694536712021 leaf_count=2606 145 282 internal_value=0 -0.000429229 internal_weight=0 133.638 internal_count=3033 2888 is_linear=0 shrinkage=0.0204111 Tree=5412 num_leaves=4 num_cat=0 split_feature=13 52 16 split_gain=3.8373 4.58395 4.06574 threshold=-0.09194999999999999 0.11628500000000001 -0.008454999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0083115238488307049 -0.0059352140900954791 -0.017386259431738174 0.0019934136876245973 leaf_weight=29.186695969314314 57.340370692141732 3.1035933773382558 50.662243491286063 leaf_count=370 1652 87 976 internal_value=0 0.00579003 -0.00221781 internal_weight=0 32.2903 108.003 internal_count=3085 457 2628 is_linear=0 shrinkage=0.0204111 Tree=5413 num_leaves=4 num_cat=0 split_feature=2 2 49 split_gain=4.26922 4.37443 1.14185 threshold=-0.14339499999999997 -0.074699999999999989 -0.0093449999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004275768957974843 -0.00041591742524737987 -3.4604163995308777e-05 0.00010061188672713547 leaf_weight=3.5217058962443843 4.8929951377212992 130.8647250212307 3.4025201709009698 leaf_count=32 49 2954 50 internal_value=0 -4.86789e-05 0.000271066 internal_weight=0 135.758 6.92423 internal_count=3085 3003 82 is_linear=0 shrinkage=0.000400217 Tree=5414 num_leaves=4 num_cat=0 split_feature=4 11 1 split_gain=3.90044 7.09858 5.78569 threshold=-0.078079999999999997 0.079700000000000007 0.094405000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015930931248074229 -0.00013404171607315663 -0.00049043744300438538 5.3579473389016399e-05 leaf_weight=35.416733365498658 51.731545077869669 2.8059482606477095 53.39356630545808 leaf_count=831 1326 124 780 internal_value=0 0.000110318 -3.87924e-05 internal_weight=0 38.2227 105.125 internal_count=3061 955 2106 is_linear=0 shrinkage=0.000400217 Tree=5415 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=3.38824 4.23364 threshold=-0.52342999999999995 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024519322569146833 -0.00063884741545925511 0.0090965593380275978 leaf_weight=2.1186070236144579 123.33110881007815 21.802329916041344 leaf_count=52 2720 349 internal_value=0 0.000829516 internal_weight=0 145.133 internal_count=3121 3069 is_linear=0 shrinkage=0.0204111 Tree=5416 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=4.06228 3.42444 threshold=-0.51464499999999991 0.11584000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025664096510240784 -0.0008362751543171098 0.0073241380852160122 leaf_weight=2.6612690745387217 112.67314196120424 26.337037393532228 leaf_count=23 2637 438 internal_value=0 0.000714457 internal_weight=0 139.01 internal_count=3098 3075 is_linear=0 shrinkage=0.0204111 Tree=5417 num_leaves=4 num_cat=0 split_feature=156 38 4 split_gain=3.57796 3.93655 1.91863 threshold=0.091280000000000014 1.0000000180025095e-35 0.50500500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001709374095105364 -0.01597383393342644 -0.014016721087031203 0.0082726041743092175 leaf_weight=129.37978656511768 7.9779386875597975 6.8777984145999644 1.5613939966424366 leaf_count=2767 235 71 39 internal_value=0 0.00090472 -0.0119553 internal_weight=0 136.258 9.53933 internal_count=3112 2838 274 is_linear=0 shrinkage=0.0204111 Tree=5418 num_leaves=3 num_cat=0 split_feature=9 13 split_gain=4.18818 4.09555 threshold=-0.016839999999999997 -0.10462499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021864097139751262 0.0058149868635411503 -0.0027989204136283658 leaf_weight=3.2887549613951697 28.720708268228918 113.51743814168003 leaf_count=100 310 2709 internal_value=0 -0.0010564 internal_weight=0 142.238 internal_count=3119 3019 is_linear=0 shrinkage=0.0204111 Tree=5419 num_leaves=3 num_cat=0 split_feature=158 1213 split_gain=3.5196 3.44769 threshold=0.10858500000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01512299088435911 -0.021420745699166795 0.0010061369664539032 leaf_weight=5.6481776201035236 3.0559423741360652 133.05069189679125 leaf_count=439 163 2490 internal_value=0 0.000337648 internal_weight=0 138.699 internal_count=3092 2929 is_linear=0 shrinkage=0.0204111 Tree=5420 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=4.44479 4.70785 threshold=0.081930000000000017 0.17769000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.1720482102869518e-06 -0.00043892179425835271 0.00030460265122346378 leaf_weight=131.22212945293722 3.389309446560218 8.4812670494429749 leaf_count=2872 45 135 internal_value=0 1.76203e-05 internal_weight=0 139.703 internal_count=3052 3007 is_linear=0 shrinkage=0.000400217 Tree=5421 num_leaves=4 num_cat=0 split_feature=42 160 43 split_gain=3.80732 5.68735 4.04741 threshold=-1.0000000180025095e-35 -0.073574999999999988 -0.26007999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011011631784521548 0.017743932894473992 -0.014868005000574305 0.00065195927306701369 leaf_weight=4.6355565388439599 5.9630940582137546 13.952839961930293 115.93318201125658 leaf_count=113 47 703 2207 internal_value=0 -0.00838688 0.0015036 internal_weight=0 18.5884 121.896 internal_count=3070 816 2254 is_linear=0 shrinkage=0.0204111 Tree=5422 num_leaves=4 num_cat=0 split_feature=148 147 15 split_gain=3.53821 3.84354 0.776072 threshold=-0.084284999999999985 0.089245000000000005 -0.015744999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048031928337034877 1.3953934256773494e-05 0.00029095707094355897 -0.00014412940970944549 leaf_weight=2.3283157003461383 131.02888552122022 8.4357991516590101 2.2507373010739675 leaf_count=40 2899 89 39 internal_value=0 3.0929e-05 -0.000322457 internal_weight=0 139.465 4.57905 internal_count=3067 2988 79 is_linear=0 shrinkage=0.000400217 Tree=5423 num_leaves=4 num_cat=0 split_feature=1 42 42 split_gain=3.97897 6.28136 2.50936 threshold=0.11584000000000001 0.085585000000000008 0.097585000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.3092030088460524e-05 0.0028311894116815725 -0.011451027695119154 0.018189094651400894 leaf_weight=88.282458894027513 20.647486414411109 25.986764182038314 5.5525349084055042 leaf_count=1600 338 1033 107 internal_value=0 -0.00265385 0.00614952 internal_weight=0 114.269 26.2 internal_count=3078 2633 445 is_linear=0 shrinkage=0.0204111 Tree=5424 num_leaves=4 num_cat=0 split_feature=2 2 11 split_gain=4.17982 6.17713 5.62687 threshold=1.0000000180025095e-35 -0.14169499999999999 0.089560000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020806638747751472 6.1471427627719905e-05 -0.00020252136570361143 -0.00040563064155583193 leaf_weight=7.3774243800435206 110.27639795328287 27.201609743351582 4.1805064324289551 leaf_count=93 2292 672 80 internal_value=0 -0.000114534 4.40309e-05 internal_weight=0 34.579 114.457 internal_count=3137 765 2372 is_linear=0 shrinkage=0.000400217 Tree=5425 num_leaves=4 num_cat=0 split_feature=16 13 51 split_gain=5.61913 6.97483 4.60863 threshold=0.15354500000000001 0.11217000000000001 -0.089864999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012812396440490434 -0.01849860028463832 0.0059358080481513222 -0.00020038626298107329 leaf_weight=12.572166729747549 14.091605619309123 7.3366868984885505 106.86840354679953 leaf_count=142 439 54 2504 internal_value=0 -0.0101453 0.00118004 internal_weight=0 21.4283 119.441 internal_count=3139 493 2646 is_linear=0 shrinkage=0.0204111 Tree=5426 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=4.40079 4.35676 threshold=-0.24552499999999997 -0.19537999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028492244587608906 0.012505199467862391 0.00025774557883842292 leaf_weight=1.9706160679925222 13.225687455269506 130.51523931878546 leaf_count=20 183 2881 internal_value=0 0.0013935 internal_weight=0 143.741 internal_count=3084 3064 is_linear=0 shrinkage=0.0204111 Tree=5427 num_leaves=3 num_cat=0 split_feature=1375 0 split_gain=4.00401 4.18782 threshold=-0.43271999999999994 -0.10726999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057181130491633912 8.4660624634479956e-05 -5.7001848433466114e-05 leaf_weight=1.8797356590512198 55.616741139790975 83.404319824294362 leaf_count=15 547 2547 internal_value=0 -3.05861e-07 internal_weight=0 139.021 internal_count=3109 3094 is_linear=0 shrinkage=0.000400217 Tree=5428 num_leaves=4 num_cat=0 split_feature=147 11 15 split_gain=3.7425 4.53635 0.765504 threshold=0.089245000000000005 0.087830000000000005 -0.031974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4082404458428846e-05 0.0003653423450541195 -0.00035006216708233776 0.00012941702685081858 leaf_weight=127.30159996634029 3.8412327570840716 6.6684183246106832 5.4356464350130391 leaf_count=2862 48 122 69 internal_value=0 -3.10843e-05 0.000230297 internal_weight=0 133.97 9.27688 internal_count=3101 2984 117 is_linear=0 shrinkage=0.000400217 Tree=5429 num_leaves=3 num_cat=0 split_feature=1348 1374 split_gain=3.29937 3.26684 threshold=0.084620000000000015 -0.094679999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017302913036687677 0.015841147059834644 0.00061305675484399987 leaf_weight=4.2660423927009097 5.6275309041375285 134.52485027455259 leaf_count=52 73 2986 internal_value=0 4.88664e-05 internal_weight=0 138.791 internal_count=3111 3038 is_linear=0 shrinkage=0.0204111 Tree=5430 num_leaves=4 num_cat=0 split_feature=2 2 49 split_gain=4.32299 5.81699 0.613127 threshold=-0.117405 -0.074699999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021839551678743206 -0.023420948247217098 -0.00027786933363533765 0.0088985464467801634 leaf_weight=3.3448703766916879 4.5758767314255229 130.09296554193861 3.1905482590664169 leaf_count=33 42 2960 52 internal_value=0 -0.00108305 0.0157781 internal_weight=0 134.669 6.53542 internal_count=3087 3002 85 is_linear=0 shrinkage=0.0204111 Tree=5431 num_leaves=4 num_cat=0 split_feature=1456 1212 147 split_gain=3.07225 3.18549 2.84011 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041211551744810656 -0.00041152079804887071 2.384386769051203e-05 0.00040474967295285 leaf_weight=4.4973245478468007 2.6347785653269957 135.08264632013743 0.7078728675842284 leaf_count=289 233 2502 2 internal_value=0 1.5187e-05 -0.000294843 internal_weight=0 137.717 5.2052 internal_count=3026 2735 291 is_linear=0 shrinkage=0.000400217 Tree=5432 num_leaves=4 num_cat=0 split_feature=43 1429 4 split_gain=4.08649 3.82237 0.527671 threshold=0.25537500000000007 -1.0000000180025095e-35 0.27608500000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044278036553303937 -0.00050928740304224344 2.8157875465899565e-05 -0.00012170297758474118 leaf_weight=2.7049818436207707 2.5301141683157762 138.22837617824553 0.82319321390241373 leaf_count=144 170 2765 16 internal_value=0 1.87747e-05 -0.000421147 internal_weight=0 140.933 3.35331 internal_count=3095 2909 186 is_linear=0 shrinkage=0.000400217 Tree=5433 num_leaves=4 num_cat=0 split_feature=483 158 4 split_gain=3.38218 4.05406 2.72507 threshold=0.080590000000000009 0.084965000000000027 0.50609000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019771287604352277 -0.018404990117607694 -0.012656034478187413 0.012822589551861966 leaf_weight=127.40880858852324 6.2781393184923209 8.2963755925302376 1.3394714243477208 leaf_count=2498 282 258 48 internal_value=0 0.00107283 -0.0128078 internal_weight=0 135.705 7.61761 internal_count=3086 2756 330 is_linear=0 shrinkage=0.0204111 Tree=5434 num_leaves=3 num_cat=0 split_feature=9 150 split_gain=4.8768 4.82608 threshold=-1.0000000180025095e-35 0.082085000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022118126279630529 -0.0028802830477471495 0.006121765446123458 leaf_weight=3.9022340081282882 102.78614405469125 32.583532753807958 leaf_count=97 2609 380 internal_value=0 -0.000710218 internal_weight=0 135.37 internal_count=3086 2989 is_linear=0 shrinkage=0.0204111 Tree=5435 num_leaves=4 num_cat=0 split_feature=51 12 4 split_gain=5.67714 4.98821 2.92316 threshold=-0.10998999999999999 0.10042000000000002 0.10621000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017999527854285768 0.003376657613951574 -0.0096133489930951624 0.008559436247940819 leaf_weight=9.1134638453950156 117.05057830199075 13.653714810046948 2.0528556855861089 leaf_count=287 2409 369 25 internal_value=0 0.00201262 -0.0130803 internal_weight=0 130.704 11.1663 internal_count=3090 2778 312 is_linear=0 shrinkage=0.0204111 Tree=5436 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=3.47666 7.85863 4.90347 threshold=-0.10726999999999999 0.12879500000000002 -0.075359999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0058992027793618581 -0.0090012985546664356 -0.021898200461424031 0.0012781736409950455 leaf_weight=56.953836870496161 30.780399504801608 4.4674843506654716 51.603656494684401 leaf_count=534 1563 36 960 internal_value=0 0.00384119 -0.00256946 internal_weight=0 61.4213 82.3841 internal_count=3093 570 2523 is_linear=0 shrinkage=0.0204111 Tree=5437 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=3.03211 4.9765 3.01895 threshold=0.097925000000000012 -0.23211999999999997 0.10061500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020326720630579703 0.016102041849869575 -0.0043827529444719583 0.0012462422915231236 leaf_weight=3.4469515952514476 6.267778944966266 74.870334598803311 53.651848147474084 leaf_count=31 79 2070 879 internal_value=0 -0.00326776 0.00282734 internal_weight=0 78.3173 59.9196 internal_count=3059 2101 958 is_linear=0 shrinkage=0.0204111 Tree=5438 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=3.67738 4.12962 threshold=-0.40548499999999993 0.13594500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042620194085294592 9.8071020068920819e-06 0.0002875426254600768 leaf_weight=2.8103138232545453 136.63355744980072 9.0380808686604706 leaf_count=108 2796 179 internal_value=0 2.72466e-05 internal_weight=0 145.672 internal_count=3083 2975 is_linear=0 shrinkage=0.000400217 Tree=5439 num_leaves=4 num_cat=0 split_feature=484 133 150 split_gain=4.20117 3.98919 2.85816 threshold=-1.0000000180025095e-35 0.10681500000000001 0.10117000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015641184120681211 0.0022896816560575598 -0.016709240574178011 0.012552492813341098 leaf_weight=9.5505999538509041 128.2206956064947 4.6644914282369419 1.6860267585143436 leaf_count=503 2184 370 14 internal_value=0 0.00160928 -0.0113287 internal_weight=0 132.885 11.2366 internal_count=3071 2554 517 is_linear=0 shrinkage=0.0204111 Tree=5440 num_leaves=4 num_cat=0 split_feature=14 2 48 split_gain=3.37897 3.06593 0.828387 threshold=0.073890000000000011 -0.58149499999999998 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.071152640943759143 -0.031267634972655667 0.000935178493082854 -0.010509907459342653 leaf_weight=0.1342691071331491 1.3378891985921657 140.96910208461486 2.2097328108793581 leaf_count=3 18 3009 94 internal_value=0 0.000810221 -0.0190553 internal_weight=0 141.103 3.54762 internal_count=3124 3012 112 is_linear=0 shrinkage=0.0204111 Tree=5441 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=3.85617 5.78338 3.46577 threshold=0.099515000000000006 0.088880000000000015 -0.24360499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012914043954291327 -0.00032509054242627766 0.00011331719481665494 8.4645708498946171e-05 leaf_weight=68.743168530643743 3.4143894938752046 20.340085167088546 53.564156846376136 leaf_count=2220 25 126 799 internal_value=0 -7.37081e-05 5.95032e-05 internal_weight=0 89.0833 56.9785 internal_count=3170 2346 824 is_linear=0 shrinkage=0.000400217 Tree=5442 num_leaves=4 num_cat=0 split_feature=133 1132 123 split_gain=4.57754 4.85153 3.11531 threshold=0.10681500000000001 -1.0000000180025095e-35 0.091810000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.029570598884876696 -0.024634302516157957 0.0028979549731975819 0.018225858075314239 leaf_weight=1.8332424497930322 4.0548166349472003 136.56868709895207 0.76562661444768298 leaf_count=19 414 2678 22 internal_value=0 0.00244433 -0.0175677 internal_weight=0 138.402 4.82044 internal_count=3133 2697 436 is_linear=0 shrinkage=0.0204111 Tree=5443 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=3.48396 3.46091 threshold=-1.0000000180025095e-35 0.51074000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021882600342009288 -0.00089637701291625819 0.019198737088392231 leaf_weight=2.8871680573793119 132.81630159098131 3.5572279738262287 leaf_count=79 2848 113 internal_value=0 -0.000356887 internal_weight=0 136.374 internal_count=3040 2961 is_linear=0 shrinkage=0.0204111 Tree=5444 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=3.24602 3.75059 threshold=-0.40652499999999997 0.12856000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031040006348156811 7.1941318355723817e-05 0.010950588482144408 leaf_weight=1.2011805442161847 127.31524047740822 14.61919772258261 leaf_count=8 2830 259 internal_value=0 0.00120019 internal_weight=0 141.934 internal_count=3097 3089 is_linear=0 shrinkage=0.0204111 Tree=5445 num_leaves=4 num_cat=0 split_feature=51 1 48 split_gain=3.50608 3.79918 0.812353 threshold=0.14897000000000002 0.13662500000000002 0.13342000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014929281621020262 -0.029226933166604414 0.015103378762942998 -0.0085052865662843622 leaf_weight=132.65068951065041 1.735787963803886 7.3649806783650993 1.598127997247502 leaf_count=2862 62 160 20 internal_value=0 0.000947334 -0.019893 internal_weight=0 140.016 3.33392 internal_count=3104 3022 82 is_linear=0 shrinkage=0.0204111 Tree=5446 num_leaves=4 num_cat=0 split_feature=2 4 133 split_gain=4.61851 6.04438 4.63101 threshold=0.074875000000000011 0.07252500000000002 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013984700160424104 0.0040827109799490661 0.0033616245086179599 -0.0087362983779494911 leaf_weight=18.405843607208226 94.786364088002301 15.204897905292453 13.292084570086443 leaf_count=593 1680 173 664 internal_value=0 -0.00615243 0.00249875 internal_weight=0 33.6107 108.078 internal_count=3110 766 2344 is_linear=0 shrinkage=0.0204111 Tree=5447 num_leaves=3 num_cat=0 split_feature=2 9 split_gain=3.39345 3.86756 threshold=-0.16156999999999996 0.084755000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034508819563882032 2.3110557002521747e-05 -0.0002918983278328472 leaf_weight=4.8605722274514838 137.04349538995302 6.428699660813435 leaf_count=56 2994 62 internal_value=0 8.77903e-06 internal_weight=0 143.472 internal_count=3112 3056 is_linear=0 shrinkage=0.000400217 Tree=5448 num_leaves=4 num_cat=0 split_feature=457 51 12 split_gain=4.15142 3.7437 3.15934 threshold=-1.0000000180025095e-35 -0.40548499999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018996666507848026 -0.00042324999255458502 2.4626490428362655e-05 -0.00031723045736603941 leaf_weight=2.3372332770377389 2.9495122434745999 126.96752654910233 10.466519934474489 leaf_count=19 117 2767 229 internal_value=0 1.41026e-05 -0.000223801 internal_weight=0 129.917 12.8038 internal_count=3132 2884 248 is_linear=0 shrinkage=0.000400217 Tree=5449 num_leaves=4 num_cat=0 split_feature=0 1 48 split_gain=4.12345 5.05937 4.10675 threshold=-0.07087499999999998 0.088035000000000016 0.093225000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0085907289248927602 0.0024150896333087115 0.0014142400432440715 0.018302037359378111 leaf_weight=32.953187108174461 37.772618434682954 57.911984516249504 8.1623264027293754 leaf_count=1473 678 821 98 internal_value=0 -0.00222027 0.00527573 internal_weight=0 90.8652 45.9349 internal_count=3070 2294 776 is_linear=0 shrinkage=0.0204111 Tree=5450 num_leaves=4 num_cat=0 split_feature=11 3 48 split_gain=3.7537 3.71713 3.10214 threshold=0.088315000000000018 -0.10643499999999999 0.081520000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015910769670633368 -6.4088856404394368e-05 -5.183326153382628e-06 -0.00058915931362052594 leaf_weight=27.33456102287164 4.9300819262571158 112.32740784767884 2.7580763351870701 leaf_count=297 94 2640 30 internal_value=0 2.70733e-05 -0.000258208 internal_weight=0 139.662 7.68816 internal_count=3061 2937 124 is_linear=0 shrinkage=0.000400217 Tree=5451 num_leaves=4 num_cat=0 split_feature=13 1 15 split_gain=4.007 4.96398 3.7755 threshold=-0.10939499999999998 0.10100500000000003 -0.19153499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022238351350311055 -9.9486130496739732e-05 7.3114015779858829e-05 0.00019288563086323977 leaf_weight=4.0174623818020363 73.983485623743036 41.616342181223445 23.648652776610106 leaf_count=78 2184 606 220 internal_value=0 -3.73389e-05 0.00013193 internal_weight=0 115.6 27.6661 internal_count=3088 2790 298 is_linear=0 shrinkage=0.000400217 Tree=5452 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=7.9471 7.29045 4.63432 threshold=0.076845000000000011 -0.083574999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036562837230314296 -7.2741239555077761e-05 -2.4341018674961408e-05 0.00010878787787666642 leaf_weight=16.518977562751388 33.899971568258479 25.285675173669006 66.659740159608191 leaf_count=835 740 753 760 internal_value=0 -0.000159816 4.75792e-05 internal_weight=0 41.8047 100.56 internal_count=3088 1588 1500 is_linear=0 shrinkage=0.000400217 Tree=5453 num_leaves=4 num_cat=0 split_feature=0 1 132 split_gain=4.36521 11.7874 4.18622 threshold=-0.074479999999999977 1.0000000180025095e-35 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016972698763209563 0.0018488611772867266 0.00085556534169464586 0.018040715578031993 leaf_weight=19.818758872392209 43.949332403339213 68.682404033490457 7.7340266128303474 leaf_count=1241 820 942 112 internal_value=0 -0.00315326 0.00430561 internal_weight=0 88.5012 51.6834 internal_count=3115 2183 932 is_linear=0 shrinkage=0.0204111 Tree=5454 num_leaves=4 num_cat=0 split_feature=15 43 42 split_gain=3.72705 4.25864 3.40621 threshold=0.098970000000000016 -0.084794999999999995 -0.40652499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.030935069332785902 0.0066263275846097404 -0.021938432021481429 0.0021998065324149744 leaf_weight=1.1938822586089362 3.3682858531974489 5.8124336343462328 129.91371863866152 leaf_count=8 73 258 2749 internal_value=0 -0.0115048 0.00187194 internal_weight=0 9.18072 131.108 internal_count=3088 331 2757 is_linear=0 shrinkage=0.0204111 Tree=5455 num_leaves=4 num_cat=0 split_feature=401 133 15 split_gain=3.1368 3.15741 1.38423 threshold=0.087020000000000014 0.11264000000000002 -0.23798499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017883942825558297 0.016230096555701019 -0.017256017874866882 -0.020357104106025724 leaf_weight=133.70874001552511 0.40110372146591533 3.6164373468563999 3.7557139289565376 leaf_count=2495 21 376 234 internal_value=0 0.00127321 -0.0164936 internal_weight=0 137.325 4.15682 internal_count=3126 2871 255 is_linear=0 shrinkage=0.0204111 Tree=5456 num_leaves=3 num_cat=0 split_feature=51 151 split_gain=5.13294 3.74002 threshold=-0.39874999999999999 -0.52342999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023072775443621719 -0.024636444906269817 0.0026296658804345679 leaf_weight=3.3208739432884604 2.0181344034790518 133.10680763302662 leaf_count=115 49 2954 internal_value=0 0.00220238 internal_weight=0 135.125 internal_count=3118 3003 is_linear=0 shrinkage=0.0204111 Tree=5457 num_leaves=4 num_cat=0 split_feature=3 0 39 split_gain=3.77985 4.9757 3.69008 threshold=0.17769000000000004 -0.11756999999999999 0.15608500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019795648387635938 -0.0027608105835512254 0.026456685392372441 0.022945681448828147 leaf_weight=124.76808179308136 4.8605409916490316 4.7027974196244013 2.4129834810737512 leaf_count=2951 78 69 27 internal_value=0 0.0117469 -0.0014869 internal_weight=0 9.56334 127.181 internal_count=3125 147 2978 is_linear=0 shrinkage=0.0204111 Tree=5458 num_leaves=4 num_cat=0 split_feature=156 50 475 split_gain=3.51959 3.64112 0.49575 threshold=0.11896500000000002 0.086500000000000007 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024102068924527903 -0.01197681438866691 -0.0088193816596193117 -0.034076250812173234 leaf_weight=132.53462393417431 0.93647969659650732 13.119072608769782 1.0861102206108615 leaf_count=2464 55 573 42 internal_value=0 0.00139276 -0.025009 internal_weight=0 145.654 2.02259 internal_count=3134 3037 97 is_linear=0 shrinkage=0.0204111 Tree=5459 num_leaves=4 num_cat=0 split_feature=4 14 2 split_gain=5.82981 4.20786 1.08951 threshold=-0.49977499999999991 0.077685000000000018 0.086775000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018716681685911345 0.0012241137729931894 -0.022543272163335386 -0.02511681003225984 leaf_weight=1.0578158155549306 134.07200624945835 3.0649503868771708 4.3571855974150822 leaf_count=26 2844 104 112 internal_value=0 0.000674966 -0.0207058 internal_weight=0 137.137 5.415 internal_count=3086 2948 138 is_linear=0 shrinkage=0.0204111 Tree=5460 num_leaves=4 num_cat=0 split_feature=484 1375 147 split_gain=5.61792 4.88111 2.14037 threshold=-0.0048899999999999994 -0.43271999999999994 0.090635000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017562552891148313 -0.027576802574296906 0.0022391999951308183 0.016651043209184688 leaf_weight=8.5154586337303009 2.2168092653155318 129.98984470266078 0.74799319193698544 leaf_count=463 15 2608 9 internal_value=0 0.00171634 -0.0146341 internal_weight=0 132.207 9.26345 internal_count=3095 2623 472 is_linear=0 shrinkage=0.0204111 Tree=5461 num_leaves=4 num_cat=0 split_feature=484 52 3 split_gain=3.31213 4.42308 3.02685 threshold=-0.0048899999999999994 0.092885000000000009 0.11762000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017709510432784376 0.003645475920980168 -0.0066611245104354847 0.0056152890518205104 leaf_weight=6.8305051295319554 110.49811575263448 20.467797601017082 3.4133393284864724 leaf_count=436 2046 571 24 internal_value=0 0.00203041 -0.0099608 internal_weight=0 130.966 10.2438 internal_count=3077 2617 460 is_linear=0 shrinkage=0.0204111 Tree=5462 num_leaves=4 num_cat=0 split_feature=49 3 49 split_gain=4.0154 7.2429 5.55477 threshold=-0.088014999999999996 0.0021050000000000005 -0.073234999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011400054882642232 0.015739396695423298 -0.026435018114083185 0.00045175742450143959 leaf_weight=11.072068916168066 10.72989180521108 6.0657104474375947 114.30039749564821 leaf_count=136 103 55 2786 internal_value=0 -0.00872808 0.00177663 internal_weight=0 17.1378 125.03 internal_count=3080 191 2889 is_linear=0 shrinkage=0.0204111 Tree=5463 num_leaves=4 num_cat=0 split_feature=453 0 0 split_gain=3.65914 3.69681 1.09384 threshold=1.0000000180025095e-35 -0.23066499999999998 -0.23012499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011181090656071563 -0.02753402564771712 -0.001162354044103972 -0.0082887063541190256 leaf_weight=10.908222267171366 2.3544759582728148 122.07680293382509 2.7368199279298997 leaf_count=84 20 2932 58 internal_value=0 -0.000141317 -0.0175897 internal_weight=0 132.985 5.0913 internal_count=3094 3016 78 is_linear=0 shrinkage=0.0204111 Tree=5464 num_leaves=3 num_cat=0 split_feature=1375 124 split_gain=3.95314 3.41749 threshold=-0.43271999999999994 0.11158000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02984423016549757 5.3443745115288775e-05 0.018227759198990182 leaf_weight=1.6845358011487395 137.03016058458525 4.3385150271933517 leaf_count=15 3053 31 internal_value=0 0.000625186 internal_weight=0 141.369 internal_count=3099 3084 is_linear=0 shrinkage=0.0204111 Tree=5465 num_leaves=3 num_cat=0 split_feature=44 124 split_gain=3.59163 4.98103 threshold=1.0000000180025095e-35 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01222296655412579 -0.01793739404735396 -0.00054649521357104868 leaf_weight=14.115624273181309 4.288619010243564 120.5454508677758 leaf_count=240 55 2764 internal_value=0 0.000801085 internal_weight=0 134.661 internal_count=3059 3004 is_linear=0 shrinkage=0.0204111 Tree=5466 num_leaves=4 num_cat=0 split_feature=52 147 401 split_gain=5.52158 7.02545 3.67036 threshold=0.18767000000000003 0.10058000000000002 0.087020000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016517808806179508 -0.024145808785558255 0.021284379696723876 -0.019065843473446278 leaf_weight=129.77478316074121 7.2028645229074737 1.6669449508190153 3.551376418414292 leaf_count=2547 371 5 228 internal_value=0 -0.015449 0.0010844 internal_weight=0 8.86981 133.326 internal_count=3151 376 2775 is_linear=0 shrinkage=0.0204111 Tree=5467 num_leaves=4 num_cat=0 split_feature=484 40 150 split_gain=4.34802 3.5062 3.49231 threshold=-0.0048899999999999994 0.34489500000000001 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037271655880631756 3.0046712488292665e-05 -0.00050727177523723942 0.00022802313972188293 leaf_weight=7.746375778464424 129.05516781175538 1.863169902935623 1.8500757054425774 leaf_count=472 2598 17 16 internal_value=0 2.19729e-05 -0.000255607 internal_weight=0 130.918 9.59645 internal_count=3103 2615 488 is_linear=0 shrinkage=0.000400217 Tree=5468 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=4.29445 14.2617 5.27112 threshold=-0.083499999999999977 -0.084169999999999981 -0.062574999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024220233269980993 -0.015326354090612882 0.053841658437536639 -0.0007119368224328803 leaf_weight=42.625921338672924 11.613924019831755 2.2612202497402896 83.598135295225802 leaf_count=907 570 59 1572 internal_value=0 0.00513985 -0.00251051 internal_weight=0 44.8871 95.2121 internal_count=3108 966 2142 is_linear=0 shrinkage=0.0204111 Tree=5469 num_leaves=3 num_cat=0 split_feature=155 38 split_gain=3.13726 2.91315 threshold=0.098655000000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.3154069159761486e-05 -0.00042187329942071936 -0.0002582944020292402 leaf_weight=131.2754671804214 2.7695311756106085 6.5412750346586099 leaf_count=2880 163 76 internal_value=0 7.09351e-08 internal_weight=0 137.817 internal_count=3119 2956 is_linear=0 shrinkage=0.000400217 Tree=5470 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=4.29223 9.18421 4.36033 threshold=0.077800000000000022 -0.07087499999999998 0.084630000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027084639905129731 8.2215981503950704e-05 8.3189931676387588e-05 -0.00020724839934974847 leaf_weight=23.137885828760773 88.601800544536673 23.619390582345659 9.0926455323642568 leaf_count=1309 1120 299 354 internal_value=0 -9.22338e-05 5.50685e-05 internal_weight=0 46.7573 97.6944 internal_count=3082 1608 1474 is_linear=0 shrinkage=0.000400217 Tree=5471 num_leaves=4 num_cat=0 split_feature=15 13 148 split_gain=3.9628 5.56495 4.5092 threshold=0.084580000000000016 0.14307000000000003 -0.084284999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021247758029864231 -0.01806539940490709 0.009050153570424966 0.0011673660468726926 leaf_weight=3.750203904870431 11.130359256327209 4.3026851839967994 117.12632402949021 leaf_count=75 932 79 2029 internal_value=0 -0.0104949 0.000452915 internal_weight=0 15.433 120.877 internal_count=3115 1011 2104 is_linear=0 shrinkage=0.0204111 Tree=5472 num_leaves=4 num_cat=0 split_feature=3 11 1 split_gain=4.5201 6.44476 4.03974 threshold=-0.097724999999999992 0.081130000000000022 0.10437000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002202084894641299 -9.2844801412444484e-05 -0.00015482389414627875 6.7123506137764649e-05 leaf_weight=28.970818757603411 67.955163744725724 9.7273088873771467 40.131383770436514 leaf_count=302 2078 180 579 internal_value=0 0.000125764 -3.34423e-05 internal_weight=0 38.6981 108.087 internal_count=3139 482 2657 is_linear=0 shrinkage=0.000400217 Tree=5473 num_leaves=4 num_cat=0 split_feature=43 151 15 split_gain=3.89574 3.28007 1.01376 threshold=0.17193000000000003 -0.27559499999999998 -0.25766499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037495122915071148 9.0567474549608948e-05 2.7520938410082894e-05 -0.00048382595531707752 leaf_weight=3.210084485646802 0.54466638015583191 137.31855867621198 3.0621956420945926 leaf_count=71 13 2792 196 internal_value=0 1.80361e-05 -0.000396972 internal_weight=0 140.529 3.60686 internal_count=3072 2863 209 is_linear=0 shrinkage=0.000400217 Tree=5474 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=4.74083 14.3411 6.21233 threshold=-0.083499999999999977 -0.084169999999999981 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029227984041701972 -0.0043459815739997718 0.055058444549673478 0.01139841327592158 leaf_weight=41.348314905153529 84.435554307532584 2.210680450720246 11.803249960212268 leaf_count=906 1957 55 237 internal_value=0 0.00570314 -0.002404 internal_weight=0 43.559 96.2388 internal_count=3155 961 2194 is_linear=0 shrinkage=0.0204111 Tree=5475 num_leaves=4 num_cat=0 split_feature=1 4 1186 split_gain=4.70389 7.47578 3.67043 threshold=1.0000000180025095e-35 -0.083954999999999988 0.083980000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7031074106946762e-05 2.5396334046426451e-05 -0.00024832967280609988 0.00042276540629125977 leaf_weight=16.057230541111494 95.673762122198241 26.460066349849512 3.7631260200869283 leaf_count=321 1492 1255 29 internal_value=0 -0.000117987 4.08931e-05 internal_weight=0 42.5173 99.4369 internal_count=3097 1576 1521 is_linear=0 shrinkage=0.000400217 Tree=5476 num_leaves=4 num_cat=0 split_feature=3 38 150 split_gain=3.54334 4.29139 1.50056 threshold=-0.16935999999999998 0.12641000000000005 0.083810000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015581468096886051 2.1953725186061298e-05 -0.00057076092044395187 0.0004939114551244263 leaf_weight=7.5740233958931622 131.72093495328227 1.8741511497646559 2.9020531696733087 leaf_count=126 2897 14 19 internal_value=0 1.31678e-05 0.000253706 internal_weight=0 133.595 10.4761 internal_count=3056 2911 145 is_linear=0 shrinkage=0.000400217 Tree=5477 num_leaves=4 num_cat=0 split_feature=1213 4 157 split_gain=4.91565 4.25084 1.65034 threshold=-1.0000000180025095e-35 0.51026500000000008 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029670323763662695 -1.7147393019940724e-06 0.00042093539924137514 -0.00042818148070581893 leaf_weight=0.47670929599553336 130.58874805326195 3.8141787126078261 5.2783037988483548 leaf_count=5 2480 144 471 internal_value=0 1.06199e-05 -0.00036362 internal_weight=0 134.403 5.75501 internal_count=3100 2624 476 is_linear=0 shrinkage=0.000400217 Tree=5478 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=3.66297 3.74144 2.06509 threshold=0.11596500000000001 0.10113500000000002 0.13062500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4906435316666965e-05 -0.00047221817028389115 0.00010287142004119334 3.0005005185311177e-05 leaf_weight=88.378670653772133 3.8695030047310857 48.970148249936756 1.936464959522709 leaf_count=2226 117 723 38 internal_value=0 1.42605e-05 -0.000307313 internal_weight=0 137.349 5.80597 internal_count=3104 2949 155 is_linear=0 shrinkage=0.000400217 Tree=5479 num_leaves=4 num_cat=0 split_feature=11 1456 48 split_gain=3.65339 4.66032 2.84303 threshold=0.088315000000000018 -1.0000000180025095e-35 0.081520000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020916555893169493 -0.00404477034520142 0.0010658228570957907 -0.030283884646483353 leaf_weight=4.0351811230029844 4.3914588220359283 128.8407796810643 2.7608444481447805 leaf_count=292 87 2710 30 internal_value=0 0.000381213 -0.0144839 internal_weight=0 132.876 7.1523 internal_count=3119 3002 117 is_linear=0 shrinkage=0.0204111 Tree=5480 num_leaves=4 num_cat=0 split_feature=1 42 1 split_gain=6.8223 5.8141 3.708 threshold=0.077800000000000022 -1.0000000180025095e-35 0.078295000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045321242720356683 0.00063646222495885761 -8.5415675421068488e-05 2.1470246867057137e-05 leaf_weight=8.533537225041071 1.4845125717110921 34.196142573979159 96.888675236405106 leaf_count=618 4 998 1481 internal_value=0 -0.000159861 3.14639e-05 internal_weight=0 42.7297 98.3732 internal_count=3101 1616 1485 is_linear=0 shrinkage=0.000400217 Tree=5481 num_leaves=4 num_cat=0 split_feature=1 16 39 split_gain=3.75573 6.81145 4.61828 threshold=1.0000000180025095e-35 0.0020050000000000003 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013147041895325335 -0.00038870187700048404 0.0034683860326177401 0.011627907245382546 leaf_weight=22.814191247900453 77.644755351677304 18.564449937694008 15.971070635598151 leaf_count=1209 1217 367 289 internal_value=0 -0.00570332 0.0016728 internal_weight=0 41.3786 93.6158 internal_count=3082 1576 1506 is_linear=0 shrinkage=0.0204111 Tree=5482 num_leaves=4 num_cat=0 split_feature=16 43 40 split_gain=4.71239 6.38311 4.26853 threshold=0.15990000000000001 -0.078624999999999987 0.34489500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.7663234619303878e-05 6.8274050371909447e-05 -0.00037751551074181948 -0.00055846804667067059 leaf_weight=119.19396968017827 9.6295546049659624 10.862828164070377 1.7789385877549637 leaf_count=2592 174 308 15 internal_value=0 -0.000168802 3.82417e-05 internal_weight=0 20.4924 120.973 internal_count=3089 482 2607 is_linear=0 shrinkage=0.000400217 Tree=5483 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=3.58667 5.13019 3.74948 threshold=-1.0000000180025095e-35 -0.24269999999999997 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017162864974153622 0.018433966396783876 0.00099846579430608231 0.012986194328275292 leaf_weight=7.7836879280366684 7.3624518237775183 118.74487763953584 2.1073608298320323 leaf_count=485 213 2327 17 internal_value=0 0.00203184 -0.0106659 internal_weight=0 126.107 9.89105 internal_count=3042 2540 502 is_linear=0 shrinkage=0.0204111 Tree=5484 num_leaves=4 num_cat=0 split_feature=49 43 49 split_gain=3.94751 6.26235 5.05556 threshold=-0.085934999999999984 -0.11845999999999998 -0.081554999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033399156967298425 0.00039015340359807522 -0.00029461876265861781 6.0036799979558868e-06 leaf_weight=3.0009987847879556 5.6416454564314327 13.91919049923308 118.64809454710485 leaf_count=25 43 166 2817 internal_value=0 -0.000181664 2.37761e-05 internal_weight=0 16.9202 124.29 internal_count=3051 191 2860 is_linear=0 shrinkage=0.000400217 Tree=5485 num_leaves=4 num_cat=0 split_feature=403 13 3 split_gain=4.08829 3.82458 3.79977 threshold=-1.0000000180025095e-35 -0.10939499999999998 -0.58647999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010481887318816071 -0.08347552463109395 -0.017880512365805529 0.002030448854698249 leaf_weight=2.5199785390286698 0.10496257292106648 8.1816668720384751 131.86701173438632 leaf_count=22 3 750 2353 internal_value=0 -0.0111625 0.00189174 internal_weight=0 10.7016 131.972 internal_count=3128 772 2356 is_linear=0 shrinkage=0.0204111 Tree=5486 num_leaves=4 num_cat=0 split_feature=2 52 1 split_gain=3.96693 3.984 0.533831 threshold=0.14780500000000005 0.084805000000000019 0.08869500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1522003088104576e-05 0.00011322872764367712 -0.00015332212490127092 0.0003706487367481884 leaf_weight=107.77595104500506 1.9243522682227183 25.770711463810585 4.8064789186464623 leaf_count=2013 26 962 117 internal_value=0 -1.23181e-05 0.000300109 internal_weight=0 133.547 6.73083 internal_count=3118 2975 143 is_linear=0 shrinkage=0.000400217 Tree=5487 num_leaves=3 num_cat=0 split_feature=124 133 split_gain=4.10226 5.22051 threshold=0.11158000000000001 0.093995000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00082648088774356723 0.019746411372089663 -0.016081179795603553 leaf_weight=133.55744051596048 4.3475700851995489 7.9553465430872157 leaf_count=2558 33 510 internal_value=0 -0.00013597 internal_weight=0 141.513 internal_count=3101 3068 is_linear=0 shrinkage=0.0204111 Tree=5488 num_leaves=3 num_cat=0 split_feature=454 31 split_gain=3.75971 3.19544 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041866060418244058 0.00042759360737655675 2.2930242144470952e-06 leaf_weight=3.2259604005375868 2.7781489275512277 135.27888080868433 leaf_count=58 92 2913 internal_value=0 1.1191e-05 internal_weight=0 138.057 internal_count=3063 3005 is_linear=0 shrinkage=0.000400217 Tree=5489 num_leaves=4 num_cat=0 split_feature=42 12 33 split_gain=5.30123 5.43684 4.99077 threshold=-1.0000000180025095e-35 0.023990000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0403093605166473e-05 -0.00043595297551853268 -0.00043183340738480114 5.1748634545278985e-05 leaf_weight=11.979296531062575 3.3478105617687097 8.1957054617341765 118.2831928034575 leaf_count=134 43 700 2207 internal_value=0 -0.00018304 3.79364e-05 internal_weight=0 20.175 121.631 internal_count=3084 834 2250 is_linear=0 shrinkage=0.000400217 Tree=5490 num_leaves=3 num_cat=0 split_feature=155 3 split_gain=3.17128 3.09923 threshold=0.098655000000000007 -0.15490999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00021041720746606385 -0.00042092091084088023 9.2190455492985462e-06 leaf_weight=13.457083946792407 2.4479520910972488 127.54166371801693 leaf_count=145 147 2759 internal_value=0 2.85734e-05 internal_weight=0 140.999 internal_count=3051 2904 is_linear=0 shrinkage=0.000400217 Tree=5491 num_leaves=4 num_cat=0 split_feature=484 4 52 split_gain=4.07696 3.59454 2.55307 threshold=-0.0048899999999999994 0.50500500000000004 0.069415000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040430697387737577 -1.7235731891605444e-05 0.00034809616029501153 2.8151442064282561e-05 leaf_weight=6.8381467579456494 129.37536510926293 4.3505259263329199 3.1700379873946076 leaf_count=372 2446 181 103 internal_value=0 -5.06906e-06 -0.000268532 internal_weight=0 133.726 10.0082 internal_count=3102 2627 475 is_linear=0 shrinkage=0.000400217 Tree=5492 num_leaves=4 num_cat=0 split_feature=49 43 130 split_gain=3.66511 8.41459 4.37238 threshold=-0.085934999999999984 -0.10281499999999998 -0.084569999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018436392373545059 -0.021191215427811806 -0.015762707684166159 0.0020317720932902027 leaf_weight=3.7016761421109576 3.367433125851675 14.044555917178512 115.83016245531326 leaf_count=34 103 167 2784 internal_value=0 -0.00855827 0.00135643 internal_weight=0 17.7462 119.198 internal_count=3088 201 2887 is_linear=0 shrinkage=0.0204111 Tree=5493 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=3.74199 3.99672 threshold=-1.0000000180025095e-35 -0.58647999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043824324242551889 -0.0017686045218461097 7.2253368225197005e-06 leaf_weight=3.1496803076006463 0.091319240629672005 143.33169861703209 leaf_count=95 1 2984 internal_value=0 4.71588e-06 internal_weight=0 143.423 internal_count=3080 2985 is_linear=0 shrinkage=0.000400217 Tree=5494 num_leaves=4 num_cat=0 split_feature=11 1374 16 split_gain=3.40924 3.82738 3.68235 threshold=0.081130000000000022 0.09309000000000002 -0.39354499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015204268081958851 0.0018509774753579687 -0.020725692943584312 -0.022648651758017849 leaf_weight=126.28917499627642 4.7467814489500597 3.1945263615925787 5.3860835141094849 leaf_count=2890 40 42 134 internal_value=0 0.000954155 -0.0112769 internal_weight=0 129.484 10.1329 internal_count=3106 2932 174 is_linear=0 shrinkage=0.0204111 Tree=5495 num_leaves=3 num_cat=0 split_feature=33 14 split_gain=3.72665 3.34057 threshold=-1.0000000180025095e-35 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040600785313480955 2.5593195643970183e-06 -0.00042151436754829638 leaf_weight=3.7428580089472225 132.76181768015886 2.931504077569115 leaf_count=45 2933 98 internal_value=0 -6.9423e-06 internal_weight=0 135.693 internal_count=3076 3031 is_linear=0 shrinkage=0.000400217 Tree=5496 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=3.33167 3.89916 threshold=0.09586500000000002 -0.10726999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.1016660929856484e-05 -0.00047533623670117231 -6.3804740454546027e-05 leaf_weight=59.824807306751609 2.3562833725009105 80.405703886895935 leaf_count=557 27 2509 internal_value=0 -6.27678e-06 internal_weight=0 140.231 internal_count=3093 3066 is_linear=0 shrinkage=0.000400217 Tree=5497 num_leaves=4 num_cat=0 split_feature=3 3 49 split_gain=3.30731 10.1131 3.54556 threshold=-0.10075499999999998 -0.077814999999999981 -0.067649999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016867074438911465 -0.015758454945309551 0.00028471718420884184 0.00096055321260120959 leaf_weight=7.4929539456206831 20.094285622235475 86.191201503301272 25.193711409548996 leaf_count=45 1371 1319 385 internal_value=0 -0.00276179 0.00465203 internal_weight=0 106.285 32.6867 internal_count=3120 2690 430 is_linear=0 shrinkage=0.0204111 Tree=5498 num_leaves=4 num_cat=0 split_feature=156 1365 475 split_gain=3.61063 3.70986 0.249244 threshold=0.11896500000000002 1.0000000180025095e-35 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6406974876462019e-05 -0.00030080832285887338 -0.00039611676153467176 -0.00066347113636523714 leaf_weight=139.13468319330059 0.84069584449753154 3.4696902742143712 1.0854944392922323 leaf_count=2979 52 63 44 internal_value=0 6.06701e-06 -0.000530406 internal_weight=0 142.604 1.92619 internal_count=3138 3042 96 is_linear=0 shrinkage=0.000400217 Tree=5499 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=3.37633 8.29986 5.2937 threshold=0.10100500000000003 0.086845000000000019 0.10178500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012527941635701175 0.0001778523171133223 0.00014459614244764573 -7.6013968578391e-05 leaf_weight=66.766048499132012 32.077831635426264 25.000774754909799 22.16612811665982 leaf_count=2210 556 152 241 internal_value=0 -5.16684e-05 7.41701e-05 internal_weight=0 91.7668 54.244 internal_count=3159 2362 797 is_linear=0 shrinkage=0.000400217 Tree=5500 num_leaves=3 num_cat=0 split_feature=31 34 split_gain=3.57023 3.00914 threshold=-1.0000000180025095e-35 -0.016844999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0224075941855983 -0.014200731499945721 0.00046088857196899599 leaf_weight=2.8695591787109143 5.9767395684029898 138.17105205245025 leaf_count=87 59 2974 internal_value=0 -0.00015757 internal_weight=0 144.148 internal_count=3120 3033 is_linear=0 shrinkage=0.0204111 Tree=5501 num_leaves=3 num_cat=0 split_feature=1373 484 split_gain=3.74951 3.84472 threshold=0.099250000000000019 -0.0048899999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011319066838218334 -0.024488160534304693 0.0019975936928469428 leaf_weight=9.6164098684785113 2.3267664601735296 126.29213845000049 leaf_count=459 28 2549 internal_value=0 0.00104681 internal_weight=0 135.909 internal_count=3036 3008 is_linear=0 shrinkage=0.0204111 Tree=5502 num_leaves=4 num_cat=0 split_feature=49 15 40 split_gain=4.46792 6.81674 2.72531 threshold=-0.085934999999999984 0.10347000000000002 -0.027374999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0070200167781322743 0.0027713293038894183 -0.024892735475860895 -0.013288361824684946 leaf_weight=3.3718310156837115 120.77959272521912 3.7170090883009825 13.548713951575337 leaf_count=37 2626 241 163 internal_value=0 0.00192376 -0.00922188 internal_weight=0 124.497 16.9205 internal_count=3067 2867 200 is_linear=0 shrinkage=0.0204111 Tree=5503 num_leaves=4 num_cat=0 split_feature=4 484 1 split_gain=5.20916 4.49328 1.55497 threshold=-0.49977499999999991 -0.0048899999999999994 0.088860000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051230884741190546 -0.00023915867644961827 4.4909516314370428e-05 -3.2922514762696181e-05 leaf_weight=3.735972400289028 9.4810677159402967 126.97552437871491 1.531183091457933 leaf_count=70 477 2500 69 internal_value=0 2.49924e-05 -0.000376535 internal_weight=0 136.457 5.26716 internal_count=3116 2977 139 is_linear=0 shrinkage=0.000400217 Tree=5504 num_leaves=4 num_cat=0 split_feature=14 1373 147 split_gain=3.7532 3.7446 0.644036 threshold=0.077685000000000018 0.099250000000000019 0.085530000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8785958146677906e-05 -0.00024993281131768677 -0.00047610659480735854 -0.00066276838095976243 leaf_weight=133.21037895262998 1.7074440933938597 2.1898526340955859 1.0852769259363411 leaf_count=2908 88 25 12 internal_value=0 3.0072e-05 -0.000429728 internal_weight=0 135.4 2.79272 internal_count=3033 2933 100 is_linear=0 shrinkage=0.000400217 Tree=5505 num_leaves=3 num_cat=0 split_feature=0 160 split_gain=3.8438 3.90272 threshold=0.21217000000000003 -0.20907999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015405526646099971 -0.02396409994585233 0.00088719023988301021 leaf_weight=6.3191538555183788 2.7083802641136563 128.60785014520661 leaf_count=342 20 2700 internal_value=0 0.000111998 internal_weight=0 134.927 internal_count=3062 3042 is_linear=0 shrinkage=0.0204111 Tree=5506 num_leaves=4 num_cat=0 split_feature=1213 38 13 split_gain=3.85226 3.46897 1.57071 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.10939499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.2220715006513169e-05 3.5207786877696076e-05 -0.00026631559483930351 -0.00044043898213223548 leaf_weight=1.3481043825158847 130.19747290350642 6.3009033877606262 4.0770609057653919 leaf_count=14 2561 70 450 internal_value=0 2.10823e-05 -0.000319437 internal_weight=0 136.498 5.42517 internal_count=3095 2631 464 is_linear=0 shrinkage=0.000400217 Tree=5507 num_leaves=3 num_cat=0 split_feature=51 457 split_gain=3.72933 3.98703 threshold=-0.40548499999999993 -0.0024349999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021767216791716899 -0.0089563992376321053 0.0025739069247244389 leaf_weight=2.8422997350862707 13.786620622326152 123.68011334097537 leaf_count=116 265 2735 internal_value=0 0.00141118 internal_weight=0 137.467 internal_count=3116 3000 is_linear=0 shrinkage=0.0204111 Tree=5508 num_leaves=4 num_cat=0 split_feature=42 453 52 split_gain=4.56029 2.94267 0.565068 threshold=-0.108275 0.095100000000000018 0.090885000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030449186760193745 2.7469907788234862e-06 -0.00040544211295658565 -0.00064541127696587204 leaf_weight=3.8982958785054498 134.21931644221331 2.7777635415550312 1.0872015662025658 leaf_count=149 2882 29 32 internal_value=0 -5.85382e-06 -0.000391381 internal_weight=0 136.997 4.9855 internal_count=3092 2911 181 is_linear=0 shrinkage=0.000400217 Tree=5509 num_leaves=4 num_cat=0 split_feature=484 150 52 split_gain=3.86896 4.03555 3.23189 threshold=-0.0048899999999999994 0.094545000000000018 -0.51586999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019119098772863587 -0.020456056309007566 0.013048635149868841 0.0016144482288095786 leaf_weight=7.4600878294804698 2.7118178427044759 1.9829594511538742 131.49849398349761 leaf_count=481 198 16 2435 internal_value=0 -0.0122904 0.00115182 internal_weight=0 9.44305 134.21 internal_count=3130 497 2633 is_linear=0 shrinkage=0.0204111 Tree=5510 num_leaves=3 num_cat=0 split_feature=1375 39 split_gain=4.02372 3.53471 threshold=-0.43271999999999994 0.0047850000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028929759187418379 -0.0017728291032664705 0.0071997616908739681 leaf_weight=1.9667160563112691 112.22260034801002 21.737551672180416 leaf_count=16 2695 354 internal_value=0 -0.000312061 internal_weight=0 133.96 internal_count=3065 3049 is_linear=0 shrinkage=0.0204111 Tree=5511 num_leaves=3 num_cat=0 split_feature=40 39 split_gain=3.2097 3.73114 threshold=0.34489500000000001 0.15608500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00035958181655098941 -0.026754995978166475 0.026281242955117801 leaf_weight=137.05648345991358 1.772075630724429 2.1137464807834467 leaf_count=3049 14 24 internal_value=0 6.58466e-05 internal_weight=0 139.17 internal_count=3087 3073 is_linear=0 shrinkage=0.0204111 Tree=5512 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=3.97142 4.15196 threshold=0.099250000000000019 -0.10726999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010133763165280925 -0.00051907024092404488 -3.8002137828442818e-05 leaf_weight=59.221615172136808 2.1042062782798885 80.933339937408164 leaf_count=551 26 2556 internal_value=0 2.09089e-05 internal_weight=0 140.155 internal_count=3133 3107 is_linear=0 shrinkage=0.000400217 Tree=5513 num_leaves=4 num_cat=0 split_feature=1 42 14 split_gain=5.69193 5.75596 4.30177 threshold=0.077800000000000022 0.091840000000000019 0.073890000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9114328837558138e-05 6.3990531116962831e-05 -0.00050457705452134705 -0.0004422390824515788 leaf_weight=37.825036170033854 92.828577141102869 5.4768200678663552 2.6579711628728537 leaf_count=1281 1399 305 82 internal_value=0 -0.000125351 4.93976e-05 internal_weight=0 43.3019 95.4865 internal_count=3067 1586 1481 is_linear=0 shrinkage=0.000400217 Tree=5514 num_leaves=4 num_cat=0 split_feature=402 474 15 split_gain=3.60155 2.97457 1.23057 threshold=0.086140000000000008 -1.0000000180025095e-35 -0.25766499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024084652875804309 0.016018365294482528 0.00091499197829213695 -0.018595382480014976 leaf_weight=1.9011018553283054 0.38091981480829407 132.1917397233301 5.2381131985093807 leaf_count=109 22 2625 318 internal_value=0 0.000540761 -0.0159818 internal_weight=0 134.093 5.61903 internal_count=3074 2734 340 is_linear=0 shrinkage=0.0204111 Tree=5515 num_leaves=4 num_cat=0 split_feature=4 16 14 split_gain=4.90371 5.43447 2.8974 threshold=0.28122000000000008 -0.28430999999999995 -0.46879999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028312220500944894 -0.000233055840832938 2.2721255341727248e-08 0.00023939876583884941 leaf_weight=11.937555944299673 2.2622788376174894 109.75705762767029 17.78848732780898 leaf_count=163 44 2608 291 internal_value=0 -2.79869e-05 0.000185095 internal_weight=0 121.695 20.0508 internal_count=3106 2771 335 is_linear=0 shrinkage=0.000400217 Tree=5516 num_leaves=4 num_cat=0 split_feature=52 48 1429 split_gain=3.3394 4.82994 3.96082 threshold=-0.048794999999999991 -0.065059999999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038380000467104264 0.00022519052503841512 -5.7534369669579644e-05 0.00012764347345222907 leaf_weight=2.4399832728522588 10.915311826858668 79.063590631056286 50.719698115208303 leaf_count=104 100 2061 836 internal_value=0 -2.29999e-05 0.000103411 internal_weight=0 89.9789 53.1597 internal_count=3101 2161 940 is_linear=0 shrinkage=0.000400217 Tree=5517 num_leaves=4 num_cat=0 split_feature=1429 1213 484 split_gain=3.48151 3.6159 0.377877 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090705000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032709945370677557 -0.00027105465723242024 2.4011371829504474e-05 -0.0007122543097987426 leaf_weight=1.9114294565224548 6.878830659457889 137.31632463359711 0.65339127954939602 leaf_count=136 490 2498 15 internal_value=0 9.73586e-06 -0.000450907 internal_weight=0 144.195 2.56482 internal_count=3139 2988 151 is_linear=0 shrinkage=0.000400217 Tree=5518 num_leaves=4 num_cat=0 split_feature=42 51 51 split_gain=3.58798 5.53398 5.23549 threshold=-1.0000000180025095e-35 -0.089539999999999995 -0.10998999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013877145390596768 -0.0003177318576576068 -0.00029875928057910797 5.8439305005612747e-05 leaf_weight=7.0931169000832623 6.1441394078719886 12.940203398262382 112.70762633226695 leaf_count=104 224 743 2006 internal_value=0 -0.000143934 3.87121e-05 internal_weight=0 20.0333 118.852 internal_count=3077 847 2230 is_linear=0 shrinkage=0.000400217 Tree=5519 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=3.39376 5.85209 5.2863 threshold=0.10100500000000003 0.086845000000000019 0.090170000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010542145913952213 0.00019396504359220069 0.00013102796787093274 -6.2026341728899036e-05 leaf_weight=65.373466141623794 29.835970926622394 22.430865481146611 22.650829648715444 leaf_count=2138 529 143 251 internal_value=0 -4.49271e-05 8.35944e-05 internal_weight=0 87.8043 52.4868 internal_count=3061 2281 780 is_linear=0 shrinkage=0.000400217 Tree=5520 num_leaves=4 num_cat=0 split_feature=2 49 43 split_gain=3.45911 4.58429 0.100729 threshold=0.15412000000000003 -0.085014999999999993 -0.061959999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010103343863586365 0.022738507491654611 0.0014215618402058155 0.014142527165782019 leaf_weight=16.337375119765056 1.9551445522811262 114.13407699156596 2.1703868090698952 leaf_count=188 46 2796 61 internal_value=0 -2.89895e-05 0.0187095 internal_weight=0 130.471 4.12553 internal_count=3091 2984 107 is_linear=0 shrinkage=0.0204111 Tree=5521 num_leaves=4 num_cat=0 split_feature=484 39 147 split_gain=4.52204 3.93574 3.87915 threshold=-0.0048899999999999994 -1.0000000180025095e-35 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035789535372646668 -0.00029472445768441137 2.7681146993939191e-05 0.00042244720578084733 leaf_weight=8.7013696678368415 6.2698053498752406 122.03672364048907 1.058910310268401 leaf_count=490 67 2550 3 internal_value=0 1.16833e-05 -0.000269404 internal_weight=0 128.307 9.76028 internal_count=3110 2617 493 is_linear=0 shrinkage=0.000400217 Tree=5522 num_leaves=4 num_cat=0 split_feature=403 453 4 split_gain=4.40217 3.1404 0.625398 threshold=-0.088654999999999984 0.10097500000000002 0.27192500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022329202412167251 0.001458241916177389 -0.022150442818837969 0.0031549596800301495 leaf_weight=3.826859205357322 132.767903585147 2.2777975718490771 0.41798525024205435 leaf_count=384 2656 22 17 internal_value=0 0.00104202 -0.0198032 internal_weight=0 135.046 4.24484 internal_count=3079 2678 401 is_linear=0 shrinkage=0.0204111 Tree=5523 num_leaves=3 num_cat=0 split_feature=2 38 split_gain=3.9378 3.92473 threshold=-0.58149499999999998 0.13481500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017456869566379743 1.6016975134910083e-05 -0.0005606421903566356 leaf_weight=0.093390129506586983 138.13728444303342 1.8047040998935688 leaf_count=1 3073 15 internal_value=0 8.13806e-06 internal_weight=0 139.942 internal_count=3089 3088 is_linear=0 shrinkage=0.000400217 Tree=5524 num_leaves=4 num_cat=0 split_feature=130 483 160 split_gain=4.24214 3.57851 0.749084 threshold=0.084355000000000027 0.096520000000000009 0.10266000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3780008783786059e-05 -0.0004444385565886388 -0.00035299785749056046 5.7965812097307022e-05 leaf_weight=130.92544550680395 3.823496535569574 4.0541255456264471 0.51323492493247602 leaf_count=2585 305 178 29 internal_value=0 1.21803e-05 -0.000385019 internal_weight=0 134.98 4.33673 internal_count=3097 2763 334 is_linear=0 shrinkage=0.000400217 Tree=5525 num_leaves=4 num_cat=0 split_feature=1456 155 150 split_gain=3.56669 3.51419 0.599122 threshold=-1.0000000180025095e-35 0.083500000000000005 0.099155000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021614098301075642 0.0013704134429254377 -0.016969799664728374 -0.00027684204256215748 leaf_weight=3.4441411733641862 131.35270303983634 4.3898815144057144 0.65162866562604893 leaf_count=274 2597 210 4 internal_value=0 0.000763798 -0.0183171 internal_weight=0 135.743 4.09577 internal_count=3085 2807 278 is_linear=0 shrinkage=0.0204111 Tree=5526 num_leaves=3 num_cat=0 split_feature=9 4 split_gain=4.28484 3.37287 threshold=-1.0000000180025095e-35 -0.49977499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043812391312285582 -0.00027706815267986045 2.3275337494252082e-05 leaf_weight=3.734151040960568 6.1550109756644806 134.98124544354505 leaf_count=104 120 2834 internal_value=0 9.96798e-06 internal_weight=0 141.136 internal_count=3058 2954 is_linear=0 shrinkage=0.000400217 Tree=5527 num_leaves=3 num_cat=0 split_feature=33 3 split_gain=4.25549 4.07867 threshold=-1.0000000180025095e-35 -0.58647999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024136747963449414 -0.091765863116238341 0.00034539086128444356 leaf_weight=2.9462424227967849 0.088602952659129097 135.7987633394805 leaf_count=39 1 3037 internal_value=0 0.00020983 internal_weight=0 135.887 internal_count=3077 3038 is_linear=0 shrinkage=0.0204111 Tree=5528 num_leaves=4 num_cat=0 split_feature=42 51 1366 split_gain=5.35139 4.36627 3.63767 threshold=-1.0000000180025095e-35 -0.050864999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8530705606179609e-05 -0.00040506243562430202 -0.00032848253724196435 5.4761533273394674e-05 leaf_weight=7.5251837499381535 2.7092357221990815 12.064837881469428 120.52823071253079 leaf_count=123 56 712 2204 internal_value=0 -0.00018033 4.42943e-05 internal_weight=0 19.59 123.237 internal_count=3095 835 2260 is_linear=0 shrinkage=0.000400217 Tree=5529 num_leaves=4 num_cat=0 split_feature=403 1446 2 split_gain=3.67849 3.60584 0.557609 threshold=0.08888500000000002 0.091160000000000005 0.11870500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7689455389586837e-05 -0.00040458164037640327 -0.00044044569117383206 1.0398178532561957e-05 leaf_weight=139.84618351258541 3.5898958498582934 2.4612774124980197 0.59671701275510702 leaf_count=2712 249 129 22 internal_value=0 2.90801e-05 -0.000346704 internal_weight=0 142.307 4.18661 internal_count=3112 2841 271 is_linear=0 shrinkage=0.000400217 Tree=5530 num_leaves=4 num_cat=0 split_feature=16 150 453 split_gain=4.43845 6.2081 4.64582 threshold=-0.068989999999999982 -0.091259999999999994 0.096095000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0045606198626286856 0.018277444237698989 -0.0056211743111811673 -0.022758113110494034 leaf_weight=64.641256969283859 4.7685682036681092 63.233810786838148 2.5916207612026474 leaf_count=1506 46 1507 26 internal_value=0 -0.00391803 0.00347148 internal_weight=0 68.0024 67.2329 internal_count=3085 1553 1532 is_linear=0 shrinkage=0.0204111 Tree=5531 num_leaves=4 num_cat=0 split_feature=1 16 2 split_gain=3.97811 10.7935 3.50447 threshold=0.085880000000000026 0.0020050000000000003 0.14780500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025499138798659569 3.2522963990079897e-05 0.00010378330214934034 0.0003932589936799446 leaf_weight=28.535409060263191 83.578005482588196 25.197450208041118 4.4385071616852647 leaf_count=1319 1252 436 105 internal_value=0 -8.68819e-05 5.11907e-05 internal_weight=0 53.7329 88.0165 internal_count=3112 1755 1357 is_linear=0 shrinkage=0.000400217 Tree=5532 num_leaves=3 num_cat=0 split_feature=448 1429 split_gain=3.15929 3.26021 threshold=-0.083779999999999979 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003895047024272953 -0.00039938219207169047 2.8011545755903746e-05 leaf_weight=2.9811824312200761 2.8064925824437514 140.23767783097719 leaf_count=45 139 2909 internal_value=0 1.93204e-05 internal_weight=0 143.044 internal_count=3093 3048 is_linear=0 shrinkage=0.000400217 Tree=5533 num_leaves=4 num_cat=0 split_feature=2 11 15 split_gain=4.03559 4.60613 1.56106 threshold=-0.10161999999999997 0.081005000000000008 -0.18498499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.7860194438705811e-05 -1.4112448495513347e-06 -0.00033260289645696507 0.00040864915267397131 leaf_weight=2.8780600829049945 126.79065841681586 6.9910989324271204 4.9470572561258441 leaf_count=45 2864 154 49 internal_value=0 -1.89822e-05 0.000274732 internal_weight=0 133.782 7.82512 internal_count=3112 3018 94 is_linear=0 shrinkage=0.000400217 Tree=5534 num_leaves=4 num_cat=0 split_feature=160 42 15 split_gain=3.79846 3.52098 0.141345 threshold=-0.40187499999999993 -1.0000000180025095e-35 -0.10749999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011054434020197476 -0.00013326500425092701 5.2328362566563148e-05 -0.00043643725104958593 leaf_weight=0.32750437839422408 18.804635604086798 121.79232864079313 2.8487073006544952 leaf_count=18 807 2076 231 internal_value=0 2.74192e-05 -0.000407742 internal_weight=0 140.597 3.17621 internal_count=3132 2883 249 is_linear=0 shrinkage=0.000400217 Tree=5535 num_leaves=4 num_cat=0 split_feature=43 1 13 split_gain=4.11613 3.54869 0.159904 threshold=0.25537500000000007 0.10100500000000003 -0.056589999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7892555426080448e-05 -0.00051592140891216262 7.586276140816075e-05 -0.00024978092688883929 leaf_weight=85.899611618344352 2.3987815749715087 50.271027110982686 0.82625066302716632 leaf_count=2154 60 765 123 internal_value=0 -8.49145e-06 -0.000458405 internal_weight=0 136.171 3.22503 internal_count=3102 2919 183 is_linear=0 shrinkage=0.000400217 Tree=5536 num_leaves=4 num_cat=0 split_feature=2 52 0 split_gain=3.48969 4.46866 3.88561 threshold=0.092120000000000021 -0.24600999999999998 -0.23098999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034182625510934504 -0.00033305291441346771 7.0803781374219823e-05 -0.00010299863922646567 leaf_weight=3.1940917525207615 4.5889719568076535 66.217261804718873 66.254223819312756 leaf_count=30 220 991 1854 internal_value=0 4.41452e-05 -8.20228e-05 internal_weight=0 70.8062 69.4483 internal_count=3095 1211 1884 is_linear=0 shrinkage=0.000400217 Tree=5537 num_leaves=4 num_cat=0 split_feature=42 156 43 split_gain=2.92649 5.25789 3.96236 threshold=-1.0000000180025095e-35 0.050840000000000003 -0.19537999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013393446599331761 0.015270018219402579 0.011100523169506386 -0.00020402525089706114 leaf_weight=15.400052380333365 7.2347389883361748 4.681671789934625 111.86617609592213 leaf_count=762 76 71 2185 internal_value=0 -0.00765326 0.000749399 internal_weight=0 20.0817 119.101 internal_count=3094 833 2261 is_linear=0 shrinkage=0.0204111 Tree=5538 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=3.71314 4.80199 threshold=-0.50873999999999986 -0.47965999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056036099684722508 0.00036834114032362772 -2.2056681610986289e-06 leaf_weight=1.7199621312320221 5.7312608178472138 135.54282753029111 leaf_count=14 63 3015 internal_value=0 1.31066e-05 internal_weight=0 141.274 internal_count=3092 3078 is_linear=0 shrinkage=0.000400217 Tree=5539 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=3.50252 3.55101 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040614339898549094 0.00049838529475337541 -1.0502234195530529e-05 leaf_weight=3.4153054609050733 2.1206481598783276 135.08676800630565 leaf_count=272 25 2764 internal_value=0 -2.23702e-06 internal_weight=0 137.207 internal_count=3061 2789 is_linear=0 shrinkage=0.000400217 Tree=5540 num_leaves=4 num_cat=0 split_feature=484 42 16 split_gain=4.17023 4.52855 3.30016 threshold=-0.0048899999999999994 0.10146500000000001 -0.063769999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00082533120215339711 0.0032655235178702647 -0.012006742953404302 -0.02226203708194617 leaf_weight=4.9211844754754566 119.76487403665669 8.5648906497226545 5.290738379237153 leaf_count=156 2231 341 334 internal_value=0 0.00223665 -0.0112478 internal_weight=0 128.33 10.2119 internal_count=3062 2572 490 is_linear=0 shrinkage=0.0204111 Tree=5541 num_leaves=4 num_cat=0 split_feature=484 1373 150 split_gain=4.2986 3.8005 3.46784 threshold=-0.0048899999999999994 0.099250000000000019 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018952064917103544 0.0019206981116260079 -0.024246089182954823 0.011622346242079746 leaf_weight=7.4695619242302183 131.03290080299848 2.2423530768428455 1.8599428907036779 leaf_count=462 2624 28 19 internal_value=0 0.00146046 -0.0127912 internal_weight=0 133.275 9.3295 internal_count=3133 2652 481 is_linear=0 shrinkage=0.0204111 Tree=5542 num_leaves=4 num_cat=0 split_feature=43 42 15 split_gain=4.06253 3.85815 0.637995 threshold=0.25537500000000007 -1.0000000180025095e-35 -0.23798499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001496699776764117 -6.7137613484320952e-06 4.4333409913892269e-05 -0.00050831886740532834 leaf_weight=18.860733955356409 0.47952361917123232 121.94039780001913 2.6563443931190696 leaf_count=729 11 2205 168 internal_value=0 1.82478e-05 -0.000434491 internal_weight=0 140.801 3.13587 internal_count=3113 2934 179 is_linear=0 shrinkage=0.000400217 Tree=5543 num_leaves=4 num_cat=0 split_feature=133 123 15 split_gain=3.43279 4.63792 0.298909 threshold=-0.26577499999999993 1.0000000180025095e-35 -0.24211499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002841888227820119 -0.00086413552494809989 0.011823772941819572 -0.024258691334631127 leaf_weight=0.33876727893948588 125.17244701946765 13.162479674443601 2.4976130455615921 leaf_count=6 2652 247 193 internal_value=0 0.000351697 -0.0219058 internal_weight=0 138.335 2.83638 internal_count=3098 2899 199 is_linear=0 shrinkage=0.0204111 Tree=5544 num_leaves=4 num_cat=0 split_feature=158 1373 1 split_gain=3.98409 3.47554 3.40136 threshold=0.085745000000000002 0.099250000000000019 0.098395000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3688953095729258e-05 -0.0004434784658171002 -0.00046819391819749454 5.7850296780326311e-05 leaf_weight=132.35423657558567 5.4490129233745375 2.1359147935872889 3.5141701705288142 leaf_count=2719 224 24 101 internal_value=0 2.53354e-05 -0.000248635 internal_weight=0 134.49 8.96318 internal_count=3068 2743 325 is_linear=0 shrinkage=0.000400217 Tree=5545 num_leaves=4 num_cat=0 split_feature=132 42 0 split_gain=3.50329 5.19106 3.74195 threshold=0.08018500000000002 -0.108275 -0.072334999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0238267292720547 -0.0020316185345348671 -0.0015256006763809035 0.019011135857830944 leaf_weight=4.4100936528702723 7.0687125980330165 114.02255315908405 6.8638805727241543 leaf_count=164 205 2561 103 internal_value=0 -0.00237775 0.00840399 internal_weight=0 118.433 13.9326 internal_count=3033 2725 308 is_linear=0 shrinkage=0.0204111 Tree=5546 num_leaves=4 num_cat=0 split_feature=15 123 49 split_gain=4.15941 3.82329 3.23602 threshold=0.10097000000000002 0.083430000000000018 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018165172794529791 -0.00039370325548468725 0.00038065747721670941 3.1640333177836234e-05 leaf_weight=12.42669317073887 6.8862704938946981 1.1040727719664571 124.67071201554791 leaf_count=144 290 11 2694 internal_value=0 -0.000282924 1.21748e-05 internal_weight=0 7.99034 137.097 internal_count=3139 301 2838 is_linear=0 shrinkage=0.000400217 Tree=5547 num_leaves=4 num_cat=0 split_feature=131 3 12 split_gain=6.30399 3.17948 3.11961 threshold=0.090175000000000019 -0.10643499999999999 0.078120000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012355349397539131 0.000198819495656448 -2.5673878639655211e-05 -0.00044885841049820699 leaf_weight=29.851557376998244 1.3580439405050109 96.486366289962461 7.1445905782748014 leaf_count=364 58 2295 345 internal_value=0 9.66426e-06 -0.000344171 internal_weight=0 126.338 8.50263 internal_count=3062 2659 403 is_linear=0 shrinkage=0.000400217 Tree=5548 num_leaves=3 num_cat=0 split_feature=9 42 split_gain=3.67971 2.86287 threshold=-0.016839999999999997 -0.40652499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043759134724950056 -0.00061130657016320272 9.8207146122616814e-06 leaf_weight=3.1028779989574096 1.086703008506446 141.31076424883213 leaf_count=93 7 2937 internal_value=0 4.60402e-06 internal_weight=0 142.397 internal_count=3037 2944 is_linear=0 shrinkage=0.000400217 Tree=5549 num_leaves=3 num_cat=0 split_feature=33 52 split_gain=4.41166 4.04844 threshold=-1.0000000180025095e-35 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021575876553600389 -0.02070355168679798 0.001844535313635949 leaf_weight=3.4987007589079431 3.2906958702369584 132.89554894834873 leaf_count=44 273 2762 internal_value=0 0.00128314 internal_weight=0 136.186 internal_count=3079 3035 is_linear=0 shrinkage=0.0204111 Tree=5550 num_leaves=3 num_cat=0 split_feature=1456 1213 split_gain=4.52526 4.78634 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021685105330460471 -0.018301045467390167 0.0016586700493860503 leaf_weight=3.6910402424437043 5.0939065620732427 129.93125152225548 leaf_count=281 444 2394 internal_value=0 0.000891138 internal_weight=0 135.025 internal_count=3119 2838 is_linear=0 shrinkage=0.0204111 Tree=5551 num_leaves=4 num_cat=0 split_feature=4 15 48 split_gain=3.9231 5.55396 5.53927 threshold=0.27150500000000005 -0.11399999999999998 0.12796000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029100339180742366 0.00023520630144873792 1.22943599104844e-05 -0.00041271417274330914 leaf_weight=10.495920811692484 20.049775542691354 109.37882032108973 2.2583613954484454 leaf_count=230 341 2505 21 internal_value=0 -1.45084e-05 0.000167881 internal_weight=0 119.875 22.3081 internal_count=3097 2735 362 is_linear=0 shrinkage=0.000400217 Tree=5552 num_leaves=4 num_cat=0 split_feature=160 4 12 split_gain=4.27842 3.29505 3.19722 threshold=-0.11051499999999999 -0.49977499999999991 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0096595996053283426 -0.013365289387395028 0.0015908423919291383 -0.019783992881979823 leaf_weight=1.8739767141523769 6.35925969982054 118.8344663202115 7.1657345909079577 leaf_count=39 126 2535 382 internal_value=0 0.000819877 -0.0136367 internal_weight=0 125.194 9.03971 internal_count=3082 2661 421 is_linear=0 shrinkage=0.0204111 Tree=5553 num_leaves=4 num_cat=0 split_feature=484 156 49 split_gain=4.07416 3.60261 2.72343 threshold=-0.0048899999999999994 0.090135000000000007 -0.066534999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013549205592333248 0.0022157641202280223 -0.010465793396464272 -0.017329912262820581 leaf_weight=1.314487814917811 122.05299947820095 9.9938629504031251 7.8123111616914667 leaf_count=26 2337 267 465 internal_value=0 0.00124792 -0.0127722 internal_weight=0 132.047 9.1268 internal_count=3095 2604 491 is_linear=0 shrinkage=0.0204111 Tree=5554 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=4.63245 5.04923 threshold=-0.24552499999999997 -0.19537999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027649886580727936 0.01413207588792644 0.00056412278963535809 leaf_weight=2.1517432094551614 12.446638063673161 126.93453707789013 leaf_count=23 183 2916 internal_value=0 0.0017861 internal_weight=0 139.381 internal_count=3122 3099 is_linear=0 shrinkage=0.0204111 Tree=5555 num_leaves=3 num_cat=0 split_feature=1373 150 split_gain=3.73896 4.25897 threshold=0.099250000000000019 0.083435000000000023 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012163185720023167 -0.02627319064381432 0.0074874813748605782 leaf_weight=106.06654867585166 2.0625709119485682 29.939774662605487 leaf_count=2684 25 356 internal_value=0 0.000704277 internal_weight=0 136.006 internal_count=3065 3040 is_linear=0 shrinkage=0.0204111 Tree=5556 num_leaves=4 num_cat=0 split_feature=4 43 1 split_gain=4.21075 3.84207 0.197584 threshold=0.51074000000000008 0.22924500000000003 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2343386248917442e-05 0.00015271209512936272 -0.00050884023426366759 0.00042331344886024566 leaf_weight=132.15381855591841 0.69128567632287685 2.5408168135145379 3.261762932408601 leaf_count=2767 8 173 148 internal_value=0 -3.19354e-05 0.000381502 internal_weight=0 134.695 3.95305 internal_count=3096 2940 156 is_linear=0 shrinkage=0.000400217 Tree=5557 num_leaves=4 num_cat=0 split_feature=4 11 47 split_gain=3.53196 5.40086 3.66145 threshold=0.27150500000000005 0.080455000000000013 0.11861000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7727534279983389e-05 0.00019950152062518824 -0.00046478194634471938 -0.00028951001060391655 leaf_weight=120.7355138096209 19.537700232642241 4.3779806634411207 2.7020136462524524 leaf_count=2651 349 130 23 internal_value=0 -3.37725e-05 0.000138936 internal_weight=0 125.113 22.2397 internal_count=3153 2781 372 is_linear=0 shrinkage=0.000400217 Tree=5558 num_leaves=4 num_cat=0 split_feature=147 0 0 split_gain=3.16907 4.78711 1.66856 threshold=0.089245000000000005 -0.074479999999999977 -0.097199999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.5990503456452047e-05 0.00033202457235924555 8.0144980864081387e-05 -2.7810300981526845e-05 leaf_weight=84.037580211235763 6.520147061208263 50.118075283084181 2.9730363715207186 leaf_count=2067 70 906 61 internal_value=0 -1.7643e-05 0.000220322 internal_weight=0 134.156 9.49318 internal_count=3104 2973 131 is_linear=0 shrinkage=0.000400217 Tree=5559 num_leaves=4 num_cat=0 split_feature=43 49 0 split_gain=4.19851 4.80573 4.63779 threshold=-0.063379999999999978 0.11115500000000002 -0.07087499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010120297877786232 -0.0048854821308336963 0.0098981149350476638 0.011197397877749423 leaf_weight=29.944748297781189 74.235292110279261 10.342442680535894 22.718886869086418 leaf_count=1041 1575 127 344 internal_value=0 -0.003067 0.00426765 internal_weight=0 84.5777 52.6636 internal_count=3087 1702 1385 is_linear=0 shrinkage=0.0204111 Tree=5560 num_leaves=4 num_cat=0 split_feature=1 4 2 split_gain=4.61938 5.52507 3.19285 threshold=1.0000000180025095e-35 -0.083954999999999988 0.14445500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0038195738770071975 0.00090558459774909932 -0.011875489169157868 0.017999226728993425 leaf_weight=14.272603152905502 92.51738963770913 26.707984420932917 4.6770420253742477 leaf_count=330 1401 1276 125 internal_value=0 -0.00641374 0.0017479 internal_weight=0 40.9806 97.1944 internal_count=3132 1606 1526 is_linear=0 shrinkage=0.0204111 Tree=5561 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=4.25747 6.37309 3.57275 threshold=0.076845000000000011 -0.084074999999999997 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027355670193752416 -0.00018032755448190875 3.3104881012613259e-05 8.1229542091782722e-05 leaf_weight=18.309120115591213 9.1419413432013226 26.376503772273281 87.527810174768092 leaf_count=805 185 778 1305 internal_value=0 -9.29138e-05 5.63144e-05 internal_weight=0 44.6856 96.6698 internal_count=3073 1583 1490 is_linear=0 shrinkage=0.000400217 Tree=5562 num_leaves=4 num_cat=0 split_feature=1429 42 2 split_gain=4.32515 4.08686 0.233478 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11123500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019763765377086712 -0.0074071592946007821 0.0026800812383313897 -0.03780827702064779 leaf_weight=1.830768509404151 19.312563814921305 120.74969017615513 0.58903919078875322 leaf_count=129 829 2139 20 internal_value=0 0.00128439 -0.025634 internal_weight=0 140.062 2.41981 internal_count=3117 2968 149 is_linear=0 shrinkage=0.0204111 Tree=5563 num_leaves=4 num_cat=0 split_feature=1 4 13 split_gain=3.42485 5.91414 3.6719 threshold=0.099515000000000006 -0.076894999999999977 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.4103294533056437e-05 0.00017235949851384546 -0.00014162980339179769 -3.4388498585939113e-05 leaf_weight=32.679608119789918 27.092411769612227 53.611494229066011 27.778020722122164 leaf_count=929 483 1365 328 internal_value=0 -5.99386e-05 6.78369e-05 internal_weight=0 86.2911 54.8704 internal_count=3105 2294 811 is_linear=0 shrinkage=0.000400217 Tree=5564 num_leaves=3 num_cat=0 split_feature=40 13 split_gain=3.26847 3.82069 threshold=0.34489500000000001 -0.47365999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025147931617048073 -0.00053381620844598985 -2.8537185063275391e-05 leaf_weight=8.1876169252209348 1.8367359060794104 130.88932631628268 leaf_count=79 16 2982 internal_value=0 -1.18633e-05 internal_weight=0 139.077 internal_count=3077 3061 is_linear=0 shrinkage=0.000400217 Tree=5565 num_leaves=3 num_cat=0 split_feature=1373 147 split_gain=3.53668 3.04514 threshold=0.09586500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00046343098398164028 -0.00051948261480103781 1.5140040516611197e-05 leaf_weight=2.051126913574989 1.956055815797298 137.70872326557947 leaf_count=33 27 3014 internal_value=0 7.75114e-06 internal_weight=0 139.76 internal_count=3074 3047 is_linear=0 shrinkage=0.000400217 Tree=5566 num_leaves=4 num_cat=0 split_feature=0 457 2 split_gain=4.75978 4.61844 2.95003 threshold=-0.0033699999999999993 -0.0024349999999999997 0.10859000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013997701647635636 0.0042109920797475291 -2.9112162967830784e-05 0.020097383178197308 leaf_weight=10.755854814866323 18.178876173391476 106.45056416675288 6.584270801395177 leaf_count=242 233 2547 96 internal_value=0 -0.00132312 0.00850647 internal_weight=0 117.206 24.7631 internal_count=3118 2789 329 is_linear=0 shrinkage=0.0204111 Tree=5567 num_leaves=4 num_cat=0 split_feature=47 0 47 split_gain=3.20679 11.956 5.37674 threshold=0.086425000000000016 -0.063819999999999988 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00070859976291688101 -0.018022759115195398 0.011071857279493795 0.032584800029346758 leaf_weight=113.49086756370889 15.080209748994095 9.5083241998217982 2.1364031142729791 leaf_count=2693 288 94 18 internal_value=0 -0.00677276 0.00132852 internal_weight=0 24.5885 115.627 internal_count=3093 382 2711 is_linear=0 shrinkage=0.0204111 Tree=5568 num_leaves=3 num_cat=0 split_feature=1365 158 split_gain=3.36527 3.33755 threshold=1.0000000180025095e-35 0.10858500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002340010473118664 -0.019653607443294471 -0.01892387371170073 leaf_weight=133.80194761647363 2.9882551995106033 3.0364163848862509 leaf_count=2878 53 148 internal_value=0 0.00185308 internal_weight=0 136.838 internal_count=3079 3026 is_linear=0 shrinkage=0.0204111 Tree=5569 num_leaves=4 num_cat=0 split_feature=14 3 15 split_gain=3.52751 3.98822 0.499438 threshold=0.077685000000000018 -0.10643499999999999 -0.15097999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016444337129378758 -0.00012746178260985601 2.1661845848756403e-06 -0.00047867960338671985 leaf_weight=30.855755930242594 1.0371335068775809 111.97494419390932 2.2446313688415094 leaf_count=326 19 2664 88 internal_value=0 3.73243e-05 -0.000375552 internal_weight=0 142.831 3.28176 internal_count=3097 2990 107 is_linear=0 shrinkage=0.000400217 Tree=5570 num_leaves=4 num_cat=0 split_feature=43 13 4 split_gain=3.15367 3.28755 0.228413 threshold=0.22924500000000003 -0.10462499999999998 0.27608500000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014014832479332636 -0.00045976150087102314 -1.8584802026339788e-05 -0.00016717246317052981 leaf_weight=25.405312955903355 2.2711367777483242 115.38032577871127 0.73706174641847599 leaf_count=280 182 2630 14 internal_value=0 1.01478e-05 -0.000396644 internal_weight=0 140.786 3.0082 internal_count=3106 2910 196 is_linear=0 shrinkage=0.000400217 Tree=5571 num_leaves=4 num_cat=0 split_feature=0 12 3 split_gain=3.69485 7.3659 5.68113 threshold=-0.075359999999999996 0.085685000000000025 0.076840000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7282373346140812e-05 0.00014245948907654819 -0.00023311575518800097 -0.00018421348071721714 leaf_weight=66.90621618260775 43.365435052764951 26.061085360808647 10.505504312110132 leaf_count=958 826 1198 141 internal_value=0 -5.31065e-05 7.85042e-05 internal_weight=0 92.9673 53.8709 internal_count=3123 2156 967 is_linear=0 shrinkage=0.000400217 Tree=5572 num_leaves=4 num_cat=0 split_feature=1429 1 484 split_gain=3.24857 3.31219 0.394245 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.092555000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016145125285014099 -0.0046560687460329197 0.002242846577776297 -0.035957952092099316 leaf_weight=1.8957308151875616 41.232932907714712 96.930263008689508 0.66024492822180025 leaf_count=128 1524 1442 16 internal_value=0 0.000181856 -0.0225573 internal_weight=0 138.163 2.55598 internal_count=3110 2966 144 is_linear=0 shrinkage=0.0204111 Tree=5573 num_leaves=4 num_cat=0 split_feature=52 42 1374 split_gain=3.39068 3.93552 3.10626 threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.095439999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014062625185556612 -0.015291658893934369 -0.0015743729947998231 0.0049335548671001917 leaf_weight=3.774273842573165 9.7536397241092327 74.950958150300721 46.984087675242336 leaf_count=23 650 1479 892 internal_value=0 -0.003172 0.0034932 internal_weight=0 84.7046 50.7584 internal_count=3044 2129 915 is_linear=0 shrinkage=0.0204111 Tree=5574 num_leaves=4 num_cat=0 split_feature=4 482 13 split_gain=3.39482 4.21985 0.145719 threshold=0.51026500000000008 0.091725000000000015 -0.090704999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0009494690718076618 0.0099733078123204564 -0.023758829397128246 0.021652996490673537 leaf_weight=136.67293411699939 0.86447966564446721 2.8296710375434477 3.0562807818641877 leaf_count=2863 49 128 98 internal_value=0 0.000429634 0.0194262 internal_weight=0 139.503 3.92076 internal_count=3138 2991 147 is_linear=0 shrinkage=0.0204111 Tree=5575 num_leaves=4 num_cat=0 split_feature=148 9 447 split_gain=3.42342 3.30462 1.3019 threshold=-0.084284999999999985 -0.016839999999999997 0.084170000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0050590187578821565 0.021626807820147455 0.0001429809180678712 -0.026474873529924517 leaf_weight=2.2557001775130621 2.9409355292445971 130.04842162522618 2.5335050815483555 leaf_count=35 100 2911 48 internal_value=0 0.000635869 -0.0167341 internal_weight=0 132.989 4.78921 internal_count=3094 3011 83 is_linear=0 shrinkage=0.0204111 Tree=5576 num_leaves=4 num_cat=0 split_feature=43 457 4 split_gain=3.67368 3.13088 0.387296 threshold=0.25537500000000007 0.082335000000000005 0.26959000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5343878012452228e-05 -0.00050095542750654934 0.0001341346988820587 -0.00014022800713219514 leaf_weight=114.28352443613767 2.4464628700297903 23.712020429520635 0.72046184679493297 leaf_count=2683 173 256 15 internal_value=0 2.14614e-06 -0.000426482 internal_weight=0 137.996 3.16692 internal_count=3127 2939 188 is_linear=0 shrinkage=0.000400217 Tree=5577 num_leaves=4 num_cat=0 split_feature=14 52 3 split_gain=4.22913 3.32454 0.573616 threshold=0.073890000000000011 -0.51586999999999994 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020451360507299315 -0.029132638515979324 0.0021792598007623421 -0.010343402384620741 leaf_weight=2.6471190733864196 1.8105512849579102 138.02622298991628 1.3266138291219238 leaf_count=218 79 2797 27 internal_value=0 0.00173748 -0.0218175 internal_weight=0 140.673 3.13717 internal_count=3121 3015 106 is_linear=0 shrinkage=0.0204111 Tree=5578 num_leaves=4 num_cat=0 split_feature=42 3 39 split_gain=3.43852 3.69033 3.23249 threshold=0.10109500000000002 -0.097724999999999992 0.055555000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0068593108526598745 -0.022462523235765787 -0.0010450760500759981 0.0040930482789965821 leaf_weight=32.767286917660385 5.0684551797748991 97.720064033979725 2.9767084780614823 leaf_count=429 269 2310 90 internal_value=0 0.00094401 -0.0127157 internal_weight=0 130.487 8.04516 internal_count=3098 2739 359 is_linear=0 shrinkage=0.0204111 Tree=5579 num_leaves=4 num_cat=0 split_feature=155 12 133 split_gain=4.7157 3.725 0.00236274 threshold=0.083500000000000005 0.11619500000000001 0.082040000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022544700787337489 -0.022499701291771267 -0.01468182465715864 -0.013936394914430683 leaf_weight=131.48593178098236 3.0189227063383437 5.5313453276103237 0.76031166587199539 leaf_count=2734 152 143 55 internal_value=0 0.00155933 -0.0212275 internal_weight=0 137.017 3.77923 internal_count=3084 2877 207 is_linear=0 shrinkage=0.0204111 Tree=5580 num_leaves=4 num_cat=0 split_feature=484 484 1 split_gain=4.68655 4.38278 1.6339 threshold=0.087385000000000004 0.085515000000000022 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00070883735635984498 -0.020734748989171582 0.017726249590459882 -0.0011106007097188132 leaf_weight=118.9826454967988 5.3737891726595972 6.546768211759626 2.6273371271090582 leaf_count=2757 208 55 68 internal_value=0 0.00161136 -0.014395 internal_weight=0 125.529 8.00113 internal_count=3088 2812 276 is_linear=0 shrinkage=0.0204111 Tree=5581 num_leaves=4 num_cat=0 split_feature=14 42 48 split_gain=4.32288 3.12371 0.393097 threshold=0.073890000000000011 -0.40652499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00059640338264241874 -0.00062623802346007469 3.5468690850389136e-05 -0.00029357049483485549 leaf_weight=1.1528876870870579 1.2468119087279776 138.30342716791711 1.6649207638984069 leaf_count=7 17 2998 83 internal_value=0 2.97707e-05 -0.000453934 internal_weight=0 139.456 2.91173 internal_count=3105 3005 100 is_linear=0 shrinkage=0.000400217 Tree=5582 num_leaves=4 num_cat=0 split_feature=159 456 475 split_gain=3.20783 3.47788 1.80449 threshold=0.10862000000000001 0.08542000000000001 -0.036244999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027954416438210564 0.0074439136749422409 -0.013385732358134108 -0.02096699402685084 leaf_weight=129.22630355224464 1.1550860005081629 5.6712883058353318 3.8395356474211431 leaf_count=2756 42 180 152 internal_value=0 0.00210462 -0.0143774 internal_weight=0 134.898 4.99462 internal_count=3130 2936 194 is_linear=0 shrinkage=0.0204111 Tree=5583 num_leaves=4 num_cat=0 split_feature=42 1456 157 split_gain=3.51399 3.86523 3.83869 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.055684999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022109787981182478 1.8129162124450731e-05 -0.00038369071917025835 -0.00025985952819065921 leaf_weight=3.0984194310221946 113.7064831401367 3.8561964580621853 15.882645625199075 leaf_count=55 2012 233 779 internal_value=0 4.59645e-06 -0.000180513 internal_weight=0 117.563 18.9811 internal_count=3079 2245 834 is_linear=0 shrinkage=0.000400217 Tree=5584 num_leaves=3 num_cat=0 split_feature=40 3 split_gain=3.00299 4.23047 threshold=0.34489500000000001 0.17769000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00079295724726451719 -0.025554719089405004 0.01495297890580136 leaf_weight=129.5475200979854 1.820167988538741 7.4089799850480622 leaf_count=2934 16 131 internal_value=0 7.03746e-05 internal_weight=0 136.957 internal_count=3081 3065 is_linear=0 shrinkage=0.0204111 Tree=5585 num_leaves=4 num_cat=0 split_feature=376 1456 52 split_gain=3.42721 3.49876 1.70097 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.10433000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0373276373369522e-06 0.00011654780196052038 -0.00043546726782152335 0.00046203010245345289 leaf_weight=127.25186864097486 9.1015391261316818 3.0014219346485325 2.9922058333177111 leaf_count=2673 145 260 32 internal_value=0 -1.62982e-05 0.00020548 internal_weight=0 130.253 12.0937 internal_count=3110 2933 177 is_linear=0 shrinkage=0.000400217 Tree=5586 num_leaves=4 num_cat=0 split_feature=160 1 0 split_gain=3.2366 4.96612 3.71476 threshold=0.086095000000000019 0.089370000000000019 -0.10726999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011888665068838917 -0.00035053879469978505 5.8972943032743709e-05 -2.0532453850361792e-05 leaf_weight=51.58221042653895 9.1512935712962662 9.6644849929434695 74.989864167037013 leaf_count=458 228 132 2279 internal_value=0 -0.000141094 3.63402e-05 internal_weight=0 18.8158 126.572 internal_count=3097 360 2737 is_linear=0 shrinkage=0.000400217 Tree=5587 num_leaves=3 num_cat=0 split_feature=40 1 split_gain=3.33854 3.58646 threshold=0.34489500000000001 0.088975000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.6620690861932967e-05 -0.00049576507405211894 8.2078069106820902e-05 leaf_weight=63.095873013171513 1.8957630991935719 76.75790574128041 leaf_count=1896 17 1158 internal_value=0 2.4024e-05 internal_weight=0 139.854 internal_count=3071 3054 is_linear=0 shrinkage=0.000400217 Tree=5588 num_leaves=4 num_cat=0 split_feature=11 1373 48 split_gain=3.41367 3.28996 2.99501 threshold=0.087830000000000005 0.099250000000000019 0.083305000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00056644878783574401 -0.0038601036091759347 -0.026422213674973903 -0.031047358583857695 leaf_weight=127.61662552788766 4.4830539835384107 1.7979163302807126 2.6328871494042687 leaf_count=2939 95 23 30 internal_value=0 0.000168987 -0.0142445 internal_weight=0 129.415 7.11594 internal_count=3087 2962 125 is_linear=0 shrinkage=0.0204111 Tree=5589 num_leaves=4 num_cat=0 split_feature=1 16 1186 split_gain=6.03184 7.06426 3.5345 threshold=1.0000000180025095e-35 0.0020050000000000003 0.083980000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014917291448495828 0.0014391019472422494 0.0022837286054825652 0.021515580834426649 leaf_weight=22.016301611944073 91.330681527557317 18.0219343231729 3.6948798084631553 leaf_count=1198 1497 350 30 internal_value=0 -0.00719002 0.00224414 internal_weight=0 40.0382 95.0256 internal_count=3075 1548 1527 is_linear=0 shrinkage=0.0204111 Tree=5590 num_leaves=4 num_cat=0 split_feature=150 4 457 split_gain=3.2621 4.32519 3.95194 threshold=0.075065000000000007 0.0019650000000000002 -0.11700999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018768032338982259 -0.0027498024208844874 0.012086841389930773 -0.0035802545267036483 leaf_weight=3.296491979082929 16.652277323126327 15.924894916359333 101.98253004123035 leaf_count=28 247 173 2671 internal_value=0 0.00451944 -0.00286129 internal_weight=0 32.5772 105.279 internal_count=3119 420 2699 is_linear=0 shrinkage=0.0204111 Tree=5591 num_leaves=3 num_cat=0 split_feature=42 124 split_gain=2.89485 4.14902 threshold=-0.40652499999999997 0.11158000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00059289878843019072 4.344361461888348e-06 0.00040234283404814021 leaf_weight=1.147791429189964 137.56927055331107 4.215510504320263 leaf_count=8 3068 33 internal_value=0 1.64857e-05 internal_weight=0 141.785 internal_count=3109 3101 is_linear=0 shrinkage=0.000400217 Tree=5592 num_leaves=4 num_cat=0 split_feature=376 1456 42 split_gain=3.59202 3.12301 2.99995 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.090104999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0009640988109842583 -0.0082163017013944135 -0.022633219922686805 0.016833708120676135 leaf_weight=128.81593022322704 2.5514865294098845 2.7203214944274796 8.1209305819356796 leaf_count=2736 17 262 153 internal_value=0 -0.00143111 0.0108218 internal_weight=0 131.536 10.6724 internal_count=3168 2998 170 is_linear=0 shrinkage=0.0204111 Tree=5593 num_leaves=3 num_cat=0 split_feature=1374 124 split_gain=3.91903 3.76578 threshold=-0.094679999999999986 -0.52484999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036424029673825414 -0.00055430913613146505 2.6167816571522421e-05 leaf_weight=4.3043139716610304 1.7017110362648953 138.25625241071612 leaf_count=51 14 3023 internal_value=0 1.86725e-05 internal_weight=0 139.958 internal_count=3088 3037 is_linear=0 shrinkage=0.000400217 Tree=5594 num_leaves=3 num_cat=0 split_feature=1375 160 split_gain=4.0136 3.55046 threshold=-0.43271999999999994 -0.25833999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055083717296687518 -0.00040761392353190869 1.401617301366878e-05 leaf_weight=2.0084871031576759 3.1649070249186471 134.51069869533603 leaf_count=17 270 2790 internal_value=0 4.00032e-06 internal_weight=0 137.676 internal_count=3077 3060 is_linear=0 shrinkage=0.000400217 Tree=5595 num_leaves=4 num_cat=0 split_feature=52 1429 160 split_gain=3.27644 3.50095 3.39365 threshold=-0.27269499999999997 0.084690000000000015 0.11606000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038878189488093876 -6.4988758049407746e-06 0.00023742282736243767 0.00034100963008217884 leaf_weight=5.8571156370599047 119.80043496851795 10.117280380640294 1.1405727704986928 leaf_count=299 2597 169 34 internal_value=0 1.26845e-05 -0.000266334 internal_weight=0 129.918 6.99769 internal_count=3099 2766 333 is_linear=0 shrinkage=0.000400217 Tree=5596 num_leaves=4 num_cat=0 split_feature=4 11 2 split_gain=3.5657 6.03898 3.94261 threshold=-0.078079999999999997 0.079700000000000007 0.09802000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0071811583011989338 -0.0058309499869421471 -0.025782806316178904 0.0023604401759159 leaf_weight=34.511932520013943 58.66870602299241 2.3722501267620819 41.866027873675193 leaf_count=831 1360 107 774 internal_value=0 0.00498943 -0.00242095 internal_weight=0 36.8842 100.535 internal_count=3072 938 2134 is_linear=0 shrinkage=0.0204111 Tree=5597 num_leaves=4 num_cat=0 split_feature=2 16 51 split_gain=4.43991 5.54291 4.62966 threshold=1.0000000180025095e-35 -0.16956499999999999 -0.10998999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0053888732353791213 -0.015312606734532299 -0.01306471226580685 0.0023141481017841339 leaf_weight=9.6965126474387962 6.4998702162556574 22.050667419302044 101.61925141643223 leaf_count=114 249 655 2139 internal_value=0 -0.00742932 0.00123972 internal_weight=0 31.7472 108.119 internal_count=3157 769 2388 is_linear=0 shrinkage=0.0204111 Tree=5598 num_leaves=4 num_cat=0 split_feature=14 1373 147 split_gain=4.11366 3.09255 0.178642 threshold=0.077685000000000018 0.099250000000000019 0.085765000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.1165975011918961e-06 -0.00034980790228361376 -0.00047026592518485639 -0.0006287633132439687 leaf_weight=134.61869816239778 1.4491371576441445 2.0972555381013072 1.1813364466652272 leaf_count=2946 86 24 12 internal_value=0 -5.85396e-07 -0.000495642 internal_weight=0 136.716 2.63047 internal_count=3068 2970 98 is_linear=0 shrinkage=0.000400217 Tree=5599 num_leaves=4 num_cat=0 split_feature=1 16 2 split_gain=3.4057 5.97179 3.85025 threshold=1.0000000180025095e-35 0.0020050000000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025182725483185298 -9.1543930974071055e-05 4.8305604813824666e-05 7.6937847179627406e-05 leaf_weight=23.54589349473099 33.152867244527442 19.210256107631722 62.530290266411612 leaf_count=1203 766 379 767 internal_value=0 -0.000117204 1.85225e-05 internal_weight=0 42.7561 95.6832 internal_count=3115 1582 1533 is_linear=0 shrinkage=0.000400217 Tree=5600 num_leaves=3 num_cat=0 split_feature=124 49 split_gain=3.49876 3.91685 threshold=0.11158000000000001 -0.085934999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.010445836155240579 0.018116308257389042 0.00052260636662300128 leaf_weight=15.218250439735128 4.1172646428458384 117.63900244923934 leaf_count=186 29 2879 internal_value=0 -0.000741522 internal_weight=0 132.857 internal_count=3094 3065 is_linear=0 shrinkage=0.0204111 Tree=5601 num_leaves=3 num_cat=0 split_feature=124 1447 split_gain=4.18437 3.32088 threshold=0.11158000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00036581228225543926 0.00038436374363498836 -2.7583864213034201e-05 leaf_weight=4.7154088049974225 3.7188834312837562 127.37835539064326 leaf_count=286 27 2760 internal_value=0 -3.99573e-05 internal_weight=0 132.094 internal_count=3073 3046 is_linear=0 shrinkage=0.000400217 Tree=5602 num_leaves=4 num_cat=0 split_feature=3 151 15 split_gain=3.76908 3.36653 0.398488 threshold=0.28833000000000003 -0.40941499999999992 -0.11033999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021720062969436068 0.0079427828730208212 0.00039416783852843046 0.020760316010476551 leaf_weight=2.8193617410142897 1.6377194477245209 132.53130721851994 3.7720963889732948 leaf_count=64 63 2935 58 internal_value=0 -8.40449e-05 0.0171198 internal_weight=0 135.351 5.40982 internal_count=3120 2999 121 is_linear=0 shrinkage=0.0204111 Tree=5603 num_leaves=3 num_cat=0 split_feature=51 147 split_gain=3.26109 3.2228 threshold=-0.40548499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02159122356159858 -0.024875538726629027 0.0018574380428308468 leaf_weight=2.4853678910294539 1.7931917908717867 137.3248619703445 leaf_count=106 26 2938 internal_value=0 0.00149313 internal_weight=0 139.118 internal_count=3070 2964 is_linear=0 shrinkage=0.0204111 Tree=5604 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=3.95947 7.44584 4.00349 threshold=0.094655000000000017 -0.0070899999999999991 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010216666207216205 -0.013896885452778328 0.0027556436975598318 0.0055805033690889162 leaf_weight=33.048875715947361 4.670096971676684 41.425084684538888 55.168631150372676 leaf_count=932 123 1166 807 internal_value=0 -0.0030077 0.00403728 internal_weight=0 74.474 59.8387 internal_count=3028 2098 930 is_linear=0 shrinkage=0.0204111 Tree=5605 num_leaves=4 num_cat=0 split_feature=4 4 43 split_gain=3.12973 9.56353 3.83229 threshold=0.0064450000000000011 -0.0022599999999999994 -0.27860999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034455307899410384 -0.027350521406228935 -0.021327709431977131 0.0039998085172359759 leaf_weight=67.83250699664859 1.561621319502591 10.330947139802445 56.515475243137189 leaf_count=1993 22 201 850 internal_value=0 -0.00314446 0.00310583 internal_weight=0 78.1635 58.0771 internal_count=3066 2194 872 is_linear=0 shrinkage=0.0204111 Tree=5606 num_leaves=3 num_cat=0 split_feature=13 376 split_gain=4.30914 3.79527 threshold=0.27266500000000005 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012947298979744449 -0.024509580624851458 0.012376734715307116 leaf_weight=123.56250289778109 3.0395568877866017 8.9687633662833814 leaf_count=2867 51 154 internal_value=0 -0.000359877 internal_weight=0 132.531 internal_count=3072 3021 is_linear=0 shrinkage=0.0204111 Tree=5607 num_leaves=4 num_cat=0 split_feature=150 49 150 split_gain=3.22702 8.67827 4.44714 threshold=0.081245000000000026 -0.006494999999999999 0.086420000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018310617060391152 0.018754947229959778 -1.3774687343858185e-06 0.0010452284783579815 leaf_weight=12.073071820515905 7.6182688078843048 93.875339021713444 25.113556668715319 leaf_count=238 76 2438 332 internal_value=0 -0.00210489 0.00521702 internal_weight=0 105.948 32.7318 internal_count=3084 2676 408 is_linear=0 shrinkage=0.0204111 Tree=5608 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=4.0474 5.55769 threshold=-0.14941999999999997 -0.070739999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018121045458143952 -0.022016731922636673 -0.00018024090790086272 leaf_weight=4.6564077295915913 4.9389263082412063 125.76961071703772 leaf_count=37 172 2897 internal_value=0 -0.00102349 internal_weight=0 130.709 internal_count=3106 3069 is_linear=0 shrinkage=0.0204111 Tree=5609 num_leaves=4 num_cat=0 split_feature=4 47 150 split_gain=3.59035 7.49532 5.46839 threshold=0.17888000000000001 0.11861000000000001 -0.07009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027599128983395415 0.00014114408444794148 -0.0004565429310104031 -9.6798018531029268e-05 leaf_weight=6.6635761060751966 31.519962782273069 3.6506481468677512 91.039039747607603 leaf_count=82 437 28 2513 internal_value=0 7.78533e-05 -7.1086e-05 internal_weight=0 35.1706 97.7026 internal_count=3060 465 2595 is_linear=0 shrinkage=0.000400217 Tree=5610 num_leaves=4 num_cat=0 split_feature=13 12 12 split_gain=4.59651 4.39099 4.26237 threshold=-0.10462499999999998 0.023990000000000004 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010355819546231267 0.00088116651182033033 -0.0074776388390138228 0.010107198806991624 leaf_weight=5.0682258747983751 60.659172140149167 45.925609757596249 23.615186473034555 leaf_count=85 675 2099 234 internal_value=0 -0.00272457 0.00646527 internal_weight=0 106.585 28.6834 internal_count=3093 2774 319 is_linear=0 shrinkage=0.0204111 Tree=5611 num_leaves=3 num_cat=0 split_feature=482 133 split_gain=3.14963 3.24053 threshold=0.10022500000000002 0.13493500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.1280315357439751e-05 -0.00045109684165092008 -0.00037414831172268877 leaf_weight=136.92301955916992 2.0821576079761135 2.9637886930431696 leaf_count=2656 106 329 internal_value=0 3.21864e-05 internal_weight=0 139.887 internal_count=3091 2985 is_linear=0 shrinkage=0.000400217 Tree=5612 num_leaves=4 num_cat=0 split_feature=4 1374 376 split_gain=3.24167 3.47178 3.31851 threshold=-0.49096999999999996 -0.094679999999999986 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048321719472367905 -0.00038335274712215499 2.6333504070430416e-05 0.00011461329923539462 leaf_weight=4.1124207697575903 3.2870593043044201 131.29023259772657 2.2389514427632093 leaf_count=129 48 2890 15 internal_value=0 1.60165e-05 -0.000274139 internal_weight=0 134.577 6.35137 internal_count=3082 2938 144 is_linear=0 shrinkage=0.000400217 Tree=5613 num_leaves=4 num_cat=0 split_feature=1456 403 49 split_gain=3.38308 3.148 0.789656 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.056454999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0038411502744163974 -0.012807373634657225 0.0015606535027015876 -0.021590018328926236 leaf_weight=0.55866585270268876 6.5640373029309549 131.33543702781026 3.4061054285084529 leaf_count=10 477 2341 282 internal_value=0 0.000866897 -0.0179995 internal_weight=0 137.899 3.96477 internal_count=3110 2818 292 is_linear=0 shrinkage=0.0204111 Tree=5614 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=4.33105 4.88311 4.65063 threshold=0.27150500000000005 0.11978500000000002 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.5570460160596178e-05 0.00020878886138295973 -0.00027532915037960774 -0.00045052296124707908 leaf_weight=110.77477312953852 20.901964260963727 3.8670818340033284 4.391761489911004 leaf_count=2576 340 32 129 internal_value=0 0.000132307 -5.18165e-05 internal_weight=0 24.769 115.167 internal_count=3077 372 2705 is_linear=0 shrinkage=0.000400217 Tree=5615 num_leaves=4 num_cat=0 split_feature=52 160 3 split_gain=4.18849 3.6563 3.54018 threshold=-0.24600999999999998 -0.40187499999999993 -0.51464499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.026825750007767657 -0.022129287226981539 0.00092800524071905545 -0.018901819665444825 leaf_weight=0.68119454383850087 2.8190590897429493 127.57619928889108 7.3282388097577478 leaf_count=1 241 2541 350 internal_value=0 0.000410964 -0.0146965 internal_weight=0 130.395 8.00943 internal_count=3133 2782 351 is_linear=0 shrinkage=0.0204111 Tree=5616 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=3.09916 3.64014 threshold=-1.0000000180025095e-35 0.086635000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042300120747724149 -0.00011369981614098368 2.6041220028785116e-05 leaf_weight=2.4882989092729977 43.492759197681153 94.617658387054689 leaf_count=91 1200 1850 internal_value=0 -1.80215e-05 internal_weight=0 138.11 internal_count=3141 3050 is_linear=0 shrinkage=0.000400217 Tree=5617 num_leaves=4 num_cat=0 split_feature=158 1 1373 split_gain=3.89162 4.07954 3.57324 threshold=0.085745000000000002 0.098395000000000024 0.099250000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016406287658281189 -0.025142561282220748 0.0043765505773218309 -0.025943646499909837 leaf_weight=127.14110225854893 4.7659472857922074 3.2015423866687343 1.8752684707869764 leaf_count=2748 211 103 20 internal_value=0 -0.0133848 0.00121754 internal_weight=0 7.96749 129.016 internal_count=3082 314 2768 is_linear=0 shrinkage=0.0204111 Tree=5618 num_leaves=4 num_cat=0 split_feature=4 480 160 split_gain=2.82971 3.64337 0.361414 threshold=0.51074000000000008 0.086640000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1477383288933025e-06 0.00042527904734516309 -0.00038988458719627919 0.00016841235115213756 leaf_weight=127.94137540275551 2.3456944808131084 3.8219024647441975 1.7235690875677381 leaf_count=2732 84 191 67 internal_value=0 -1.05159e-05 0.000323904 internal_weight=0 131.763 4.06926 internal_count=3074 2923 151 is_linear=0 shrinkage=0.000400217 Tree=5619 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=3.26069 5.25689 4.11207 threshold=-0.24269999999999997 -0.11664999999999999 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034139939748162665 -0.0002552872930739433 1.7976490408881603e-05 -0.00029311449420077029 leaf_weight=8.5398546923533996 12.366137382923624 116.95057042230474 1.9262572731822718 leaf_count=229 223 2585 19 internal_value=0 -8.35308e-06 0.000222752 internal_weight=0 129.317 10.4661 internal_count=3056 2808 248 is_linear=0 shrinkage=0.000400217 Tree=5620 num_leaves=4 num_cat=0 split_feature=133 51 12 split_gain=3.567 3.37023 2.01409 threshold=0.10681500000000001 -0.40548499999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021493002856268172 0.0086096395852922111 0.0021356411956880675 -0.024559495909158301 leaf_weight=2.4536259555898132 0.92278491239994753 128.51916038606214 3.2655800220454685 leaf_count=107 27 2503 383 internal_value=0 0.00167501 -0.0172177 internal_weight=0 130.973 4.18836 internal_count=3020 2610 410 is_linear=0 shrinkage=0.0204111 Tree=5621 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=3.25891 3.67354 threshold=-0.23052999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036239103835376899 -0.00024560427189760173 5.3206338567812163e-06 leaf_weight=3.6928761394519816 9.9734095072490145 127.28025048744894 leaf_count=35 215 2830 internal_value=0 -1.30979e-05 internal_weight=0 137.254 internal_count=3080 3045 is_linear=0 shrinkage=0.000400217 Tree=5622 num_leaves=4 num_cat=0 split_feature=484 15 40 split_gain=4.55422 3.44532 3.18316 threshold=-1.0000000180025095e-35 -0.24269999999999997 -0.0099849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012816841802343588 0.0136966447264175 2.9761944129981425e-05 -0.019707298342786304 leaf_weight=1.4294389993883667 8.1083647955092584 117.92645192505006 7.2625244672817626 leaf_count=19 219 2410 487 internal_value=0 0.000920388 -0.0142636 internal_weight=0 126.035 8.69196 internal_count=3135 2629 506 is_linear=0 shrinkage=0.0204111 Tree=5623 num_leaves=4 num_cat=0 split_feature=131 132 49 split_gain=4.31188 3.59394 1.75361 threshold=0.092255000000000018 0.08018500000000002 -0.17571499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6137735008926242e-05 0.00019893334311967323 0.00022279590198883995 -0.00037249120998093094 leaf_weight=115.20158074927895 0.91236589290201653 10.937746704992604 6.7418336354894555 leaf_count=2552 5 179 322 internal_value=0 4.75981e-06 -0.000302492 internal_weight=0 126.139 7.6542 internal_count=3058 2731 327 is_linear=0 shrinkage=0.000400217 Tree=5624 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=4.54875 4.44575 2.92751 threshold=-0.15490999999999996 0.10100500000000003 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017921612660471341 -0.0043040562888891163 0.0037510139461204486 -0.0012969827322562646 leaf_weight=8.9941021974664164 74.574300392770965 46.100544166503823 5.1582820443145456 leaf_count=72 2204 665 124 internal_value=0 -0.00122621 0.0109616 internal_weight=0 120.675 14.1524 internal_count=3065 2869 196 is_linear=0 shrinkage=0.0204111 Tree=5625 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=3.72268 3.8127 threshold=1.0000000180025095e-35 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011899927971430533 -0.014402429125017022 0.00037527935886764481 leaf_weight=13.171969923307186 6.2966438969160654 120.02756399430655 leaf_count=227 74 2802 internal_value=0 0.00152398 internal_weight=0 133.2 internal_count=3103 3029 is_linear=0 shrinkage=0.0204111 Tree=5626 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=3.90489 12.2819 3.88206 threshold=1.0000000180025095e-35 -0.029174999999999996 0.079530000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3609474960042845e-05 6.9927092849383086e-05 -0.00034464703158017138 -0.00021436064051350476 leaf_weight=24.88716573765123 85.295987190474989 18.694322257324529 8.3467489428003301 leaf_count=846 1126 735 388 internal_value=0 -0.000100504 4.43617e-05 internal_weight=0 43.5815 93.6427 internal_count=3095 1581 1514 is_linear=0 shrinkage=0.000400217 Tree=5627 num_leaves=3 num_cat=0 split_feature=38 39 split_gain=3.64407 3.78134 threshold=0.13481500000000002 0.15608500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00055895574431278326 -0.027975838835777443 0.026305424346489494 leaf_weight=134.77203781514618 1.7187202591449011 2.3073605913668862 leaf_count=3059 14 29 internal_value=0 0.00101344 internal_weight=0 137.079 internal_count=3102 3088 is_linear=0 shrinkage=0.0204111 Tree=5628 num_leaves=4 num_cat=0 split_feature=2 454 15 split_gain=3.53288 4.71155 3.95454 threshold=0.099100000000000008 1.0000000180025095e-35 0.15110000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9912856476134159e-05 0.00011394162706318772 0.00036452721132336225 -0.00029196198679302607 leaf_weight=80.608473406271514 49.597842740779015 4.0964529775083056 4.0602607514010733 leaf_count=2158 839 25 60 internal_value=0 -4.84492e-05 8.26833e-05 internal_weight=0 84.7049 53.6581 internal_count=3082 2183 899 is_linear=0 shrinkage=0.000400217 Tree=5629 num_leaves=4 num_cat=0 split_feature=11 13 16 split_gain=3.19675 3.65945 3.36874 threshold=0.081005000000000008 -0.10462499999999998 -0.39354499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017736790522942099 5.1815543353433953e-05 6.0074381676474529e-06 -0.00039475380413598297 leaf_weight=24.243053860438522 4.9841726589947939 110.69325651765394 5.7472704877727647 leaf_count=259 37 2641 131 internal_value=0 3.69161e-05 -0.000188953 internal_weight=0 134.936 10.7314 internal_count=3068 2900 168 is_linear=0 shrinkage=0.000400217 Tree=5630 num_leaves=4 num_cat=0 split_feature=52 52 43 split_gain=3.44242 6.0045 5.41471 threshold=0.084805000000000019 0.082245000000000013 -0.50914999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5403747991171538e-05 0.00040939675837617015 0.00066511333029022459 -0.00018036926309203378 leaf_weight=108.57454877502096 2.6726828035898533 2.2906086471630251 24.16622043722964 leaf_count=2068 16 48 960 internal_value=0 3.92786e-05 -0.000120182 internal_weight=0 110.865 26.8389 internal_count=3092 2116 976 is_linear=0 shrinkage=0.000400217 Tree=5631 num_leaves=4 num_cat=0 split_feature=51 51 4 split_gain=3.90605 4.64494 4.49849 threshold=-0.09021499999999999 -0.07742499999999998 -0.40515499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017907890415060489 -0.020582091357446281 -0.0017873234319430175 0.010565454295281112 leaf_weight=2.5493397867539924 5.6581595244933842 109.10289137680593 17.872159704915248 leaf_count=86 118 2555 312 internal_value=0 -0.00273314 0.00693269 internal_weight=0 114.761 20.4215 internal_count=3071 2673 398 is_linear=0 shrinkage=0.0204111 Tree=5632 num_leaves=3 num_cat=0 split_feature=51 2 split_gain=2.96438 3.38545 threshold=-0.40548499999999993 -0.58149499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021483797383854544 -0.077810459546771793 0.00079445237458577794 leaf_weight=2.4521741866337825 0.11668832041323085 138.06865205929716 leaf_count=115 2 2990 internal_value=0 0.000665133 internal_weight=0 138.185 internal_count=3107 2992 is_linear=0 shrinkage=0.0204111 Tree=5633 num_leaves=4 num_cat=0 split_feature=42 51 33 split_gain=3.78884 5.46386 4.55849 threshold=-1.0000000180025095e-35 -0.050864999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010573206302500187 -0.00045766767674834772 -0.00030891093037137225 5.3085751501193798e-05 leaf_weight=8.4237629406998185 2.7562209428288034 12.580278469227776 117.03137520402015 leaf_count=134 35 716 2176 internal_value=0 -0.000142938 4.09173e-05 internal_weight=0 21.004 119.788 internal_count=3061 850 2211 is_linear=0 shrinkage=0.000400217 Tree=5634 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=5.08291 13.917 5.00326 threshold=-0.083499999999999977 -0.084169999999999981 -0.022124999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019817904358159391 -0.015004989159503452 0.053227672580736553 -0.0016875929152607415 leaf_weight=39.643504941544961 13.826668632907966 2.2267783518473143 75.206201234028413 leaf_count=889 767 55 1387 internal_value=0 0.00484188 -0.00377201 internal_weight=0 41.8703 89.0329 internal_count=3098 944 2154 is_linear=0 shrinkage=0.0204111 Tree=5635 num_leaves=4 num_cat=0 split_feature=49 43 49 split_gain=4.15761 6.28393 5.81923 threshold=-0.085014999999999993 -0.099214999999999984 -0.081554999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031095514201417464 0.00047103003704514337 -0.00029144633578756925 1.2526432797519553e-05 leaf_weight=3.3322079029167098 4.4986186819151035 14.391859669936819 115.82072824051284 leaf_count=38 41 175 2860 internal_value=0 -0.000176951 3.00914e-05 internal_weight=0 17.7241 120.319 internal_count=3114 213 2901 is_linear=0 shrinkage=0.000400217 Tree=5636 num_leaves=4 num_cat=0 split_feature=480 14 12 split_gain=3.30708 3.14812 0.918826 threshold=0.08598500000000002 0.077685000000000018 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00068913176771667924 0.0040499992272800493 -0.020962875208087772 -0.023005839292705093 leaf_weight=129.08717457664898 0.58450221270322833 2.7475723421521243 3.2082745669176793 leaf_count=2801 12 103 190 internal_value=0 0.000220476 -0.0188397 internal_weight=0 131.835 3.79278 internal_count=3106 2904 202 is_linear=0 shrinkage=0.0204111 Tree=5637 num_leaves=3 num_cat=0 split_feature=376 4 split_gain=3.94554 4.03246 threshold=0.087355000000000016 0.51074000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.9674802497390972e-05 0.00030736385750936333 0.00038207279825968666 leaf_weight=129.89458452378676 6.1517986813560119 3.8130504416185422 leaf_count=2857 75 132 internal_value=0 -1.76228e-05 internal_weight=0 133.708 internal_count=3064 2989 is_linear=0 shrinkage=0.000400217 Tree=5638 num_leaves=4 num_cat=0 split_feature=15 4 41 split_gain=5.66712 4.32129 4.03405 threshold=0.084050000000000014 0.053255000000000004 0.082980000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.8592298826787044e-05 -0.00035915684650406689 8.2106752705114983e-05 -0.00026500537586820057 leaf_weight=120.21131123809027 11.047394987548616 5.1636343922582446 6.8391345629352136 leaf_count=1961 998 57 113 internal_value=0 -0.000219004 3.14928e-05 internal_weight=0 16.211 127.05 internal_count=3129 1055 2074 is_linear=0 shrinkage=0.000400217 Tree=5639 num_leaves=4 num_cat=0 split_feature=4 160 150 split_gain=3.49498 3.67921 0.291071 threshold=0.51074000000000008 -0.20907999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031321383539642571 0.00014822247972165904 -6.3191757868206729e-06 0.00042468242727981533 leaf_weight=6.4682812553364775 0.97371776029467616 127.49750235315878 2.8619455280131652 leaf_count=303 9 2612 136 internal_value=0 -2.13862e-05 0.000360695 internal_weight=0 133.966 3.83566 internal_count=3060 2915 145 is_linear=0 shrinkage=0.000400217 Tree=5640 num_leaves=4 num_cat=0 split_feature=43 402 13 split_gain=3.01864 3.94029 2.59321 threshold=0.075180000000000011 0.086140000000000008 0.11217000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0680044045865207e-05 0.0042428577111580535 -0.018152004417620441 0.023386535016617128 leaf_weight=113.56650201946468 15.797665280013463 5.1111576801231413 3.5347394701093426 leaf_count=2456 331 320 13 internal_value=0 -0.000817926 0.0078576 internal_weight=0 118.678 19.3324 internal_count=3120 2776 344 is_linear=0 shrinkage=0.0204111 Tree=5641 num_leaves=4 num_cat=0 split_feature=2 2 48 split_gain=3.65426 7.18554 4.93145 threshold=1.0000000180025095e-35 0.084045000000000022 -0.078159999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031968578608223164 0.0004004144746223961 -1.1500111112439726e-06 -0.00017844992203621174 leaf_weight=3.4660868425853542 7.5741379101818884 99.973570200480026 29.324026926449733 leaf_count=26 155 2217 732 internal_value=0 2.75175e-05 -0.000124886 internal_weight=0 107.548 32.7901 internal_count=3130 2372 758 is_linear=0 shrinkage=0.000400217 Tree=5642 num_leaves=3 num_cat=0 split_feature=1366 1213 split_gain=3.14147 3.18584 threshold=-1.0000000180025095e-35 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036558076321567795 -0.00040995762220692565 4.9601170797383332e-05 leaf_weight=2.9873819580534464 2.347416691525722 140.57841290133365 leaf_count=55 278 2759 internal_value=0 4.17384e-05 internal_weight=0 142.926 internal_count=3092 3037 is_linear=0 shrinkage=0.000400217 Tree=5643 num_leaves=4 num_cat=0 split_feature=15 49 457 split_gain=4.59651 8.24044 3.63886 threshold=0.082805000000000004 -0.14755499999999996 0.082335000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.3056499083236049e-06 0.0001500785368424784 -0.00041950561542727628 0.00017235624369434858 leaf_weight=101.91486185370377 6.6046549023303678 10.293142151538632 21.8311355401529 leaf_count=1745 60 1020 234 internal_value=0 -0.000197356 2.45173e-05 internal_weight=0 16.8978 123.746 internal_count=3059 1080 1979 is_linear=0 shrinkage=0.000400217 Tree=5644 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=3.18528 3.82973 threshold=0.096095000000000014 0.28122000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00040727923813028603 -0.021473423810581056 0.010035747076171588 leaf_weight=116.66780711710089 2.3769635485950849 20.078542513831053 leaf_count=2725 27 338 internal_value=0 0.00182809 internal_weight=0 136.746 internal_count=3090 3063 is_linear=0 shrinkage=0.0204111 Tree=5645 num_leaves=4 num_cat=0 split_feature=0 52 42 split_gain=3.39391 3.60931 2.60262 threshold=-0.0013399999999999998 0.084075000000000011 0.093985000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040406103559049913 0.0088431317015279527 -0.0099619450473964252 -0.010153395617632852 leaf_weight=93.627556746076152 21.507510331459347 19.86191497013715 3.3938073565950608 leaf_count=1883 269 954 48 internal_value=0 -0.00208497 0.00622023 internal_weight=0 113.489 24.9013 internal_count=3154 2837 317 is_linear=0 shrinkage=0.0204111 Tree=5646 num_leaves=4 num_cat=0 split_feature=133 3 15 split_gain=2.84446 3.60867 0.172618 threshold=-0.26577499999999993 0.17769000000000004 -0.24211499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0053625357041811698 -0.00082032223005077277 0.01241581435545175 -0.024446238067720266 leaf_weight=0.29900225717574391 127.16855415349346 9.0898177900235151 1.9935279424644239 leaf_count=6 2786 145 175 internal_value=0 7.21316e-05 -0.0223229 internal_weight=0 136.258 2.29253 internal_count=3112 2931 181 is_linear=0 shrinkage=0.0204111 Tree=5647 num_leaves=4 num_cat=0 split_feature=1213 2 0 split_gain=4.60271 3.6899 1.62372 threshold=-1.0000000180025095e-35 -0.117405 -0.16172999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018138434115551494 0.014134971283320733 -0.00051546021684721307 -0.02263389098554159 leaf_weight=0.36261072754859913 7.5059134267794425 119.64059791035106 4.6564178028856977 leaf_count=1 95 2520 450 internal_value=0 0.000361083 -0.0193567 internal_weight=0 127.147 5.01903 internal_count=3066 2615 451 is_linear=0 shrinkage=0.0204111 Tree=5648 num_leaves=4 num_cat=0 split_feature=158 15 2 split_gain=3.59861 3.8479 3.62409 threshold=0.084710000000000021 -0.095604999999999982 0.10959000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.4817863233707563e-05 -0.0003661088611142259 7.1677232512586074e-05 0.00016090684717067253 leaf_weight=33.784196244349005 7.1760707081120909 97.66653275342469 2.8550478772958741 leaf_count=529 266 2220 76 internal_value=0 3.14184e-05 -0.00021599 internal_weight=0 131.451 10.0311 internal_count=3091 2749 342 is_linear=0 shrinkage=0.000400217 Tree=5649 num_leaves=4 num_cat=0 split_feature=1 2 52 split_gain=3.58822 4.8836 4.20164 threshold=0.09450500000000002 0.072945000000000024 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032567053555665525 -0.00028801340557954049 -2.2115625439206157e-05 0.00010089360903503398 leaf_weight=9.5931970968085789 4.7280233012861563 67.913517309189047 55.612200987758115 leaf_count=337 137 1840 810 internal_value=0 -6.0103e-05 6.99434e-05 internal_weight=0 77.5067 60.3402 internal_count=3124 2177 947 is_linear=0 shrinkage=0.000400217 Tree=5650 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=4.7538 5.12715 4.6541 threshold=0.085880000000000026 0.0020050000000000003 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010550827583885623 -0.012641516899785861 0.0022948415107082324 0.004421474846338134 leaf_weight=29.432984991159174 7.1944046309217802 22.97922846875008 75.559613517238176 leaf_count=1314 148 437 1178 internal_value=0 -0.00492598 0.00292299 internal_weight=0 52.4122 82.754 internal_count=3077 1751 1326 is_linear=0 shrinkage=0.0204111 Tree=5651 num_leaves=4 num_cat=0 split_feature=4 0 13 split_gain=4.40925 3.31157 1.48885 threshold=-0.49977499999999991 0.061320000000000006 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.5187369950207115e-05 -5.4795417860593401e-06 0.00021491848434774909 -0.00049445466271102112 leaf_weight=2.6430141637101769 122.47176835540449 11.876127416035159 3.5404700570506966 leaf_count=39 2870 110 100 internal_value=0 1.4166e-05 -0.000328524 internal_weight=0 134.348 6.18348 internal_count=3119 2980 139 is_linear=0 shrinkage=0.000400217 Tree=5652 num_leaves=4 num_cat=0 split_feature=0 14 0 split_gain=3.62166 7.38728 6.48727 threshold=-0.10726999999999999 -0.13131999999999996 -0.075534999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043098537154365874 -0.00020124991425332731 0.00011675057764595569 3.4851590288330459e-05 leaf_weight=4.154126447509042 30.374483890020201 52.499764260457596 47.903495442747953 leaf_count=52 1566 508 937 internal_value=0 7.58172e-05 -5.69203e-05 internal_weight=0 56.6539 78.278 internal_count=3063 560 2503 is_linear=0 shrinkage=0.000400217 Tree=5653 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=3.14365 3.73562 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020451834916046997 0.02696339912029207 -1.396168483437757e-06 leaf_weight=2.9582806810867615 2.0638971838634452 131.41827259141792 leaf_count=287 24 2764 internal_value=0 0.000437782 internal_weight=0 133.482 internal_count=3075 2788 is_linear=0 shrinkage=0.0204111 Tree=5654 num_leaves=4 num_cat=0 split_feature=4 11 39 split_gain=4.47411 7.36188 4.93571 threshold=-0.078079999999999997 0.079700000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00871908328177874 -0.021539780697434698 -0.025115123752475408 -0.00084489150534292686 leaf_weight=36.296887155756849 4.9446525343228123 2.7845032457844345 95.332621809728153 leaf_count=862 60 122 2042 internal_value=0 0.00624357 -0.00188824 internal_weight=0 39.0814 100.277 internal_count=3086 984 2102 is_linear=0 shrinkage=0.0204111 Tree=5655 num_leaves=4 num_cat=0 split_feature=42 1 52 split_gain=4.71955 5.02387 4.17175 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.11571500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023072729946299868 0.0019144971644403438 -0.00072475800870059476 -0.0099755924770341693 leaf_weight=7.6859826956751958 102.63823567471263 9.0758310003438947 13.85272156025894 leaf_count=609 1877 219 426 internal_value=0 -0.0110573 0.000492345 internal_weight=0 16.7618 116.491 internal_count=3131 828 2303 is_linear=0 shrinkage=0.0204111 Tree=5656 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=3.23856 3.22355 threshold=-0.52342999999999995 -0.099594999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047611864764988092 0.00033232589926416646 9.4717507056654112e-06 leaf_weight=2.0168769058655007 5.0289103696122757 136.17075035905509 leaf_count=50 46 3043 internal_value=0 2.12246e-05 internal_weight=0 141.2 internal_count=3139 3089 is_linear=0 shrinkage=0.000400217 Tree=5657 num_leaves=3 num_cat=0 split_feature=1444 1 split_gain=3.17096 3.38576 threshold=-0.084559999999999982 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025068451373292881 -0.0033674427461272923 0.0032396258784061528 leaf_weight=1.8928977503092017 82.710142779855232 52.876294411835261 leaf_count=30 2282 802 internal_value=0 -0.000790257 internal_weight=0 135.586 internal_count=3114 3084 is_linear=0 shrinkage=0.0204111 Tree=5658 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=3.87154 8.93694 6.2639 threshold=0.076845000000000011 -0.08972999999999999 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021068709746893649 -0.0054794959648696824 0.00048600888631797486 0.0059378918171169017 leaf_weight=10.992856418306472 29.955772746121511 28.77252862007299 59.824034437304363 leaf_count=377 733 1206 769 internal_value=0 -0.00551507 0.00212631 internal_weight=0 39.7654 89.7798 internal_count=3085 1583 1502 is_linear=0 shrinkage=0.0204111 Tree=5659 num_leaves=4 num_cat=0 split_feature=42 2 41 split_gain=3.54725 4.61768 4.15324 threshold=-1.0000000180025095e-35 0.096585000000000018 0.075585000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034848738353976128 2.9495891763633702e-05 5.9108954619082483e-05 -0.0002598446436876588 leaf_weight=10.752893903783844 105.74022888576292 7.4944747626905146 8.4792761444987246 leaf_count=601 2095 230 141 internal_value=0 -0.000181742 7.78278e-06 internal_weight=0 18.2474 114.22 internal_count=3067 831 2236 is_linear=0 shrinkage=0.000400217 Tree=5660 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=8.20489 5.85422 5.06777 threshold=1.0000000180025095e-35 -0.17966999999999997 -0.14719499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021104259182297709 -0.00026119658168949925 8.2874867849333202e-05 -0.00022042922371319523 leaf_weight=4.9110578158870331 8.5905246454058197 88.376529583591036 33.894846006653097 leaf_count=21 176 1362 1557 internal_value=0 5.21267e-05 -0.000165374 internal_weight=0 96.9671 38.8059 internal_count=3116 1538 1578 is_linear=0 shrinkage=0.000400217 Tree=5661 num_leaves=4 num_cat=0 split_feature=0 457 0 split_gain=3.27865 3.59766 2.34459 threshold=0.062580000000000011 0.082335000000000005 0.12174000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020921751087651622 0.021885719082837582 0.0071767416212218833 0.0044651797984056434 leaf_weight=100.74238023869111 4.345344727975319 20.983491144434083 11.88679573999252 leaf_count=2667 48 246 137 internal_value=0 -0.000489243 0.00924664 internal_weight=0 121.726 16.2321 internal_count=3098 2913 185 is_linear=0 shrinkage=0.0204111 Tree=5662 num_leaves=3 num_cat=0 split_feature=150 52 split_gain=4.07166 4.81455 threshold=-0.20684999999999998 0.16579500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017967194487212106 -0.0010897434920431131 -0.017683622349243502 leaf_weight=4.2522470531985155 122.64149252932111 7.6339306367663076 leaf_count=30 2706 373 internal_value=0 -0.00207647 internal_weight=0 130.275 internal_count=3109 3079 is_linear=0 shrinkage=0.0204111 Tree=5663 num_leaves=4 num_cat=0 split_feature=130 45 49 split_gain=3.6821 2.96506 0.544823 threshold=0.084355000000000027 -0.080134999999999984 -0.084324999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021093479873128533 -0.00028120689376373223 -0.0011328823995684753 -0.02325065979664016 leaf_weight=2.4385800845921031 0.49256089585833285 127.64816274552868 3.4445213493090696 leaf_count=15 8 2744 353 internal_value=0 -0.00069845 -0.0204642 internal_weight=0 130.087 3.93708 internal_count=3120 2759 361 is_linear=0 shrinkage=0.0204111 Tree=5664 num_leaves=3 num_cat=0 split_feature=33 51 split_gain=3.48744 3.22395 threshold=-1.0000000180025095e-35 -0.40148999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036727135454155444 -0.00041776499153985195 2.8468024653180243e-05 leaf_weight=3.7154383040033272 2.5318955170369 136.18111981239781 leaf_count=48 113 2982 internal_value=0 1.99927e-05 internal_weight=0 138.713 internal_count=3143 3095 is_linear=0 shrinkage=0.000400217 Tree=5665 num_leaves=4 num_cat=0 split_feature=1456 1456 151 split_gain=3.35089 3.07774 1.42672 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.149085 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033268760768938305 0.00019254296681166092 2.1732824655966989e-05 -0.00046160057084877472 leaf_weight=3.9372503288068392 0.56917476677335832 127.43087956077215 3.2885249829669183 leaf_count=289 7 2570 251 internal_value=0 1.08362e-05 -0.000362378 internal_weight=0 131.368 3.8577 internal_count=3117 2859 258 is_linear=0 shrinkage=0.000400217 Tree=5666 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=3.99356 8.68778 5.06794 threshold=1.0000000180025095e-35 0.10812000000000001 0.06763000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020492280114125207 7.1898165146028521e-05 0.00025980059608955665 -0.00018354133435468284 leaf_weight=33.772239749185246 79.395867917715805 7.8550871298648408 14.639015333901623 leaf_count=1529 1200 26 320 internal_value=0 -0.000116768 3.19613e-05 internal_weight=0 41.6273 94.0349 internal_count=3075 1555 1520 is_linear=0 shrinkage=0.000400217 Tree=5667 num_leaves=3 num_cat=0 split_feature=47 44 split_gain=4.17933 3.27308 threshold=0.13206500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025573811265972358 -0.016192174626117745 -0.020596139275616127 leaf_weight=129.65538778266637 5.3023470269981763 2.4834871175698927 leaf_count=3023 65 39 internal_value=0 0.00210515 internal_weight=0 132.139 internal_count=3127 3062 is_linear=0 shrinkage=0.0204111 Tree=5668 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=4.20766 4.87119 threshold=-0.52337999999999985 -0.10726999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02488857056563289 0.0047718031976760177 -0.0031393949508094761 leaf_weight=2.8432615061756215 56.768550146036432 75.306392136200884 leaf_count=21 563 2514 internal_value=0 0.000262164 internal_weight=0 132.075 internal_count=3098 3077 is_linear=0 shrinkage=0.0204111 Tree=5669 num_leaves=3 num_cat=0 split_feature=1366 124 split_gain=3.72138 3.41502 threshold=-1.0000000180025095e-35 -0.50873999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047309732765008508 -0.00054858872565641042 4.686069146377872e-06 leaf_weight=2.6413505593081927 1.6999441869556893 129.42105044923301 leaf_count=56 14 2979 internal_value=0 -2.94891e-06 internal_weight=0 131.121 internal_count=3049 2993 is_linear=0 shrinkage=0.000400217 Tree=5670 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=3.14325 3.59105 threshold=-0.52342999999999995 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047544656599002907 -1.9967121573012739e-05 0.00015822149088279264 leaf_weight=2.0738148886011905 113.9352480383277 21.424962258315645 leaf_count=49 2694 358 internal_value=0 8.34423e-06 internal_weight=0 135.36 internal_count=3101 3052 is_linear=0 shrinkage=0.000400217 Tree=5671 num_leaves=3 num_cat=0 split_feature=33 1456 split_gain=3.31689 3.41687 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020678541059006551 0.0016345278729834438 -0.017560522141889752 leaf_weight=2.8757448801770797 130.1582270711915 3.8700013985762771 leaf_count=39 2783 257 internal_value=0 0.00106608 internal_weight=0 134.028 internal_count=3079 3040 is_linear=0 shrinkage=0.0204111 Tree=5672 num_leaves=4 num_cat=0 split_feature=1 12 51 split_gain=4.10648 3.91981 2.28994 threshold=0.11584000000000001 0.10042000000000002 0.14771500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8364077800795824e-06 0.00019185110862228512 -0.00029731433971065264 -0.00018329173098646881 leaf_weight=102.28995795683295 22.100272487383339 8.0954628328072413 2.8631299028638741 leaf_count=2306 388 324 34 internal_value=0 -3.11994e-05 0.000148198 internal_weight=0 110.385 24.9634 internal_count=3052 2630 422 is_linear=0 shrinkage=0.000400217 Tree=5673 num_leaves=4 num_cat=0 split_feature=132 41 52 split_gain=2.89269 4.37281 2.60581 threshold=0.08018500000000002 0.078385000000000024 -0.090619999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00098052888953834732 0.02035014621693098 -0.015319179212590383 0.0024314746648224886 leaf_weight=114.94153046237625 5.6402174854301839 7.1795890276844139 8.2887002141214889 leaf_count=2664 60 114 265 internal_value=0 9.10237e-06 0.00979168 internal_weight=0 122.121 13.9289 internal_count=3103 2778 325 is_linear=0 shrinkage=0.0204111 Tree=5674 num_leaves=4 num_cat=0 split_feature=1 52 43 split_gain=3.49688 5.28651 3.50895 threshold=0.10100500000000003 0.11301500000000002 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1979191038834472e-05 -0.00030965761526624688 -0.00040578859944309377 0.00010946220177155846 leaf_weight=81.141610001621302 3.3182014394551507 6.0759385335186371 48.447181608658866 leaf_count=1918 22 375 770 internal_value=0 -4.92029e-05 8.19859e-05 internal_weight=0 87.2175 51.7654 internal_count=3085 2293 792 is_linear=0 shrinkage=0.000400217 Tree=5675 num_leaves=4 num_cat=0 split_feature=376 49 42 split_gain=3.28206 3.91997 1.32946 threshold=0.048375000000000008 -0.088014999999999996 -0.090249999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010767616416753011 -0.0030453859052803917 0.00066527740807470405 0.014670155150426255 leaf_weight=13.92123850424832 2.1714150505140415 113.82621992612985 8.5791924985824135 leaf_count=165 14 2752 153 internal_value=0 -0.000588957 0.0110974 internal_weight=0 127.747 10.7506 internal_count=3084 2917 167 is_linear=0 shrinkage=0.0204111 Tree=5676 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=5.17827 4.48161 threshold=1.0000000180025095e-35 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002506333597196834 -0.0003691999680098722 -6.1960162185379259e-06 leaf_weight=11.871100850461515 5.6843628946662639 118.46291992136685 leaf_count=226 74 2823 internal_value=0 1.73916e-05 internal_weight=0 130.334 internal_count=3123 3049 is_linear=0 shrinkage=0.000400217 Tree=5677 num_leaves=4 num_cat=0 split_feature=4 16 48 split_gain=4.39687 4.57108 4.18824 threshold=0.27150500000000005 -0.40801499999999996 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036449108078805072 0.00022803658444419195 -2.5235777518081329e-05 -0.00023519553605798267 leaf_weight=6.6668463720707214 18.261974959285002 103.76388176703767 3.6721948748454443 leaf_count=118 337 2603 33 internal_value=0 -4.60655e-05 0.000149682 internal_weight=0 110.431 21.9342 internal_count=3091 2721 370 is_linear=0 shrinkage=0.000400217 Tree=5678 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=3.99613 4.30726 2.90003 threshold=0.11584000000000001 -0.16935999999999998 0.11078 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011789824620685618 0.013335836627693153 -0.0028636355052689892 -0.00062066839424707639 leaf_weight=8.9713643218565249 14.182674973912073 104.64099975117642 10.940355873317456 leaf_count=129 275 2558 165 internal_value=0 -0.00169606 0.00728239 internal_weight=0 113.612 25.123 internal_count=3127 2687 440 is_linear=0 shrinkage=0.0204111 Tree=5679 num_leaves=4 num_cat=0 split_feature=12 4 12 split_gain=3.06112 4.66838 4.35597 threshold=0.099195000000000019 0.23355000000000001 0.097345000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.2215234178531136e-05 -0.00036093442091196558 7.7501438329379211e-05 0.00042284384998525525 leaf_weight=116.00175543567821 8.421271355575298 7.0879604243673375 4.179341842478606 leaf_count=2507 394 77 71 internal_value=0 -0.000161443 2.68753e-05 internal_weight=0 15.5092 120.181 internal_count=3049 471 2578 is_linear=0 shrinkage=0.000400217 Tree=5680 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=4.79248 5.60283 4.57741 threshold=0.076845000000000011 -0.083954999999999988 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0040799910734219749 -0.011347284235415735 -0.011572900170501043 0.0042318124607795783 leaf_weight=15.253709810123835 8.5634042965248209 25.060621690234257 83.601181089121383 leaf_count=333 171 1262 1327 internal_value=0 -0.00565543 0.00277228 internal_weight=0 40.3143 92.1646 internal_count=3093 1595 1498 is_linear=0 shrinkage=0.0204111 Tree=5681 num_leaves=4 num_cat=0 split_feature=0 47 15 split_gain=5.68466 7.61271 4.82407 threshold=-0.075359999999999996 0.080860000000000015 -0.032239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.725128065963214e-05 0.0002520621996193382 -0.00031093382621809947 -1.832890709748622e-06 leaf_weight=66.495507307878142 18.445726410514908 17.848166012990987 33.847560567373876 leaf_count=1846 402 297 549 internal_value=0 -7.9728e-05 8.80723e-05 internal_weight=0 84.3437 52.2933 internal_count=3094 2143 951 is_linear=0 shrinkage=0.000400217 Tree=5682 num_leaves=4 num_cat=0 split_feature=3 11 12 split_gain=3.81773 2.97833 2.91944 threshold=0.17769000000000004 0.088315000000000018 -0.054684999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027856913995797934 -0.0028573959704687158 -0.014252652331446142 0.02070964874713702 leaf_weight=120.05375723668112 3.355522338708397 6.597617592837195 6.0618923197034729 leaf_count=2810 66 111 76 internal_value=0 -0.00101846 0.0123776 internal_weight=0 126.651 9.41741 internal_count=3063 2921 142 is_linear=0 shrinkage=0.0204111 Tree=5683 num_leaves=4 num_cat=0 split_feature=3 0 0 split_gain=3.65695 6.20001 4.16231 threshold=0.14029000000000003 -0.11756999999999999 -0.11308999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.0358083049512288e-05 -0.00014649322345736536 0.00037019737597422317 -7.9324289967988885e-05 leaf_weight=48.953227489866549 5.7687867335625915 10.115002768579869 75.516888887272216 leaf_count=425 81 94 2491 internal_value=0 0.00018283 -2.04449e-05 internal_weight=0 15.8838 124.47 internal_count=3091 175 2916 is_linear=0 shrinkage=0.000400217 Tree=5684 num_leaves=4 num_cat=0 split_feature=13 42 39 split_gain=3.98156 4.47033 3.26101 threshold=-0.10462499999999998 0.083855000000000013 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025241215405681844 -3.8745008505785549e-05 -0.00012039220410802968 0.00014413797263820838 leaf_weight=20.734039992501497 95.339418038336589 6.7677248644176862 18.560346316211508 leaf_count=202 2462 116 321 internal_value=0 0.000160555 -8.83133e-06 internal_weight=0 27.5018 113.9 internal_count=3101 318 2783 is_linear=0 shrinkage=0.000400217 Tree=5685 num_leaves=3 num_cat=0 split_feature=44 48 split_gain=3.98265 4.16663 threshold=1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0032258232279427502 -0.017294192574167977 -0.013698488785894736 leaf_weight=127.62207769569795 4.2966211230959734 6.252737052855081 leaf_count=2944 53 82 internal_value=0 0.00242457 internal_weight=0 133.875 internal_count=3079 3026 is_linear=0 shrinkage=0.0204111 Tree=5686 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=4.27927 5.22054 3.7079 threshold=0.076845000000000011 -0.084074999999999997 -0.063329999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013948607045433374 0.012479596171863941 0.00096384288684531953 0.0010375912954395043 leaf_weight=16.629833195886022 13.701970939117016 23.488320308366383 81.087529561438714 leaf_count=814 315 779 1199 internal_value=0 -0.0052393 0.00270432 internal_weight=0 40.1182 94.7895 internal_count=3107 1593 1514 is_linear=0 shrinkage=0.0204111 Tree=5687 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=4.22273 5.51694 5.21172 threshold=-0.048794999999999991 0.060690000000000008 -0.092264999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.3659745907556258e-05 -0.00014326364840395827 6.0588234063032916e-05 0.0002140149816665665 leaf_weight=24.626065155520337 50.708469573408365 36.479246622340725 25.508079441467999 leaf_count=627 1057 1089 322 internal_value=0 -5.80039e-05 8.7629e-05 internal_weight=0 87.1877 50.1341 internal_count=3095 2146 949 is_linear=0 shrinkage=0.000400217 Tree=5688 num_leaves=3 num_cat=0 split_feature=9 3 split_gain=3.77601 3.72618 threshold=-0.016839999999999997 -0.15442999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022327870776482614 0.0088529773378906614 -0.0023545749502497672 leaf_weight=2.7994720934657371 13.704156329840769 117.16280309935246 leaf_count=92 213 2761 internal_value=0 -0.00117438 internal_weight=0 130.867 internal_count=3066 2974 is_linear=0 shrinkage=0.0204111 Tree=5689 num_leaves=4 num_cat=0 split_feature=133 376 129 split_gain=4.32765 6.80158 3.94162 threshold=0.088770000000000016 0.088415000000000007 0.089775000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0031456374167075935 -0.017611506547655281 0.021901576814276246 -0.020436799907090939 leaf_weight=120.32490952242006 9.6449045519875636 2.1291676071705288 2.9164139284403054 leaf_count=2259 640 33 134 internal_value=0 -0.0103271 0.00256953 internal_weight=0 11.7741 123.241 internal_count=3066 673 2393 is_linear=0 shrinkage=0.0204111 Tree=5690 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=3.53608 3.59415 threshold=0.13481500000000002 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00053593163153780547 -0.027595626401120281 0.020557049133872487 leaf_weight=126.94886298230631 1.6986993262544263 3.7370804582606061 leaf_count=2938 15 115 internal_value=0 0.00112556 internal_weight=0 130.686 internal_count=3068 3053 is_linear=0 shrinkage=0.0204111 Tree=5691 num_leaves=3 num_cat=0 split_feature=52 160 split_gain=3.5994 3.64927 threshold=-0.42985499999999993 -0.20907999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040397564828212145 -0.00026932134580456629 3.3460825706983122e-05 leaf_weight=3.1954479700798393 6.5943017183853945 129.46645785747023 leaf_count=290 338 2474 internal_value=0 1.85768e-05 internal_weight=0 136.061 internal_count=3102 2812 is_linear=0 shrinkage=0.000400217 Tree=5692 num_leaves=4 num_cat=0 split_feature=376 160 1 split_gain=4.75658 4.52392 1.00133 threshold=1.0000000180025095e-35 -0.11051499999999999 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030496221461641913 0.00014489700233759217 1.9306979042389218e-05 0.00039403421390728514 leaf_weight=7.192373475922067 5.111598448827861 121.72976476661279 5.5698398759122938 leaf_count=375 27 2497 132 internal_value=0 9.67555e-07 0.00027755 internal_weight=0 128.922 10.6814 internal_count=3031 2872 159 is_linear=0 shrinkage=0.000400217 Tree=5693 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=3.52116 5.44238 4.51336 threshold=-0.25766499999999998 -0.19153499999999998 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035299749652613024 -0.00044666430036839714 -5.4376685436343112e-06 -0.00034685129530284345 leaf_weight=8.0045869956957159 4.5313004155759691 125.6866141167302 1.7095636297017325 leaf_count=225 94 2803 19 internal_value=0 -2.11619e-05 0.000227284 internal_weight=0 130.218 9.71415 internal_count=3141 2897 244 is_linear=0 shrinkage=0.000400217 Tree=5694 num_leaves=4 num_cat=0 split_feature=1213 457 475 split_gain=4.51649 3.47388 1.73855 threshold=-1.0000000180025095e-35 -0.0024349999999999997 -0.084944999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017097364745053464 -0.010116839905551844 0.0018149705541654025 -0.021697329740440727 leaf_weight=0.44991685170680273 11.010763756625236 118.09141194559925 4.9036142136937988 leaf_count=4 242 2386 460 internal_value=0 0.000789455 -0.0181535 internal_weight=0 129.102 5.35353 internal_count=3092 2628 464 is_linear=0 shrinkage=0.0204111 Tree=5695 num_leaves=4 num_cat=0 split_feature=474 52 16 split_gain=3.30513 3.03938 0.0980758 threshold=-1.0000000180025095e-35 0.11571500000000003 0.083165000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.03552305863409403 0.0025225421937947923 -0.0071733354566305349 -0.019196995688970209 leaf_weight=0.56312472833087568 118.83303475177672 15.080349738746007 1.0983921945153268 leaf_count=34 2482 495 77 internal_value=0 0.00142558 -0.0266236 internal_weight=0 133.913 1.66152 internal_count=3088 2977 111 is_linear=0 shrinkage=0.0204111 Tree=5696 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=3.44306 4.43396 2.5111 threshold=-0.10462499999999998 0.0047850000000000011 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020206909684905585 -6.6182154056485299e-05 0.00014497739695507462 -8.3707530157949595e-05 leaf_weight=19.62439559164341 93.001934554347827 19.106269429641543 6.4922533810313316 leaf_count=219 2469 332 98 internal_value=0 -3.00861e-05 0.000130975 internal_weight=0 112.108 26.1166 internal_count=3118 2801 317 is_linear=0 shrinkage=0.000400217 Tree=5697 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=3.1125 4.562 threshold=1.0000000180025095e-35 0.18595000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.3773980386012893e-07 -0.00033813481280433526 0.00034329008496682741 leaf_weight=126.25782029393667 3.9423579201102248 6.4463994921534313 leaf_count=2922 54 134 internal_value=0 1.78436e-05 internal_weight=0 132.704 internal_count=3110 3056 is_linear=0 shrinkage=0.000400217 Tree=5698 num_leaves=4 num_cat=0 split_feature=484 0 3 split_gain=3.44338 3.80473 2.30808 threshold=-0.0048899999999999994 -0.13625999999999996 0.11762000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038209176914015276 0.00010869618637791008 -3.8437035694912742e-05 4.5082343277231178e-05 leaf_weight=6.1360120102217461 41.536129556392552 86.758172127585567 2.9659316409379244 leaf_count=458 360 2282 22 internal_value=0 9.25156e-06 -0.000244038 internal_weight=0 128.294 9.10194 internal_count=3122 2642 480 is_linear=0 shrinkage=0.000400217 Tree=5699 num_leaves=4 num_cat=0 split_feature=42 43 160 split_gain=3.70919 5.57616 1.18582 threshold=-0.108275 -0.19537999999999997 0.084835000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022977785451108696 0.014054135258969036 -0.0015643024476964537 0.00056899052073183895 leaf_weight=3.9715396870233226 10.258190314867532 116.52792798547671 1.1328953935008028 leaf_count=148 128 2771 33 internal_value=0 -0.000289338 -0.0178517 internal_weight=0 126.786 5.10444 internal_count=3080 2899 181 is_linear=0 shrinkage=0.0204111 Tree=5700 num_leaves=4 num_cat=0 split_feature=2 151 3 split_gain=3.22219 3.82304 0.371575 threshold=0.14780500000000005 -0.29526499999999994 0.13470000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020123525906243441 0.018894642795983404 0.00049762452600805179 0.0083327264859886178 leaf_weight=3.7515301965468089 3.6631783961784086 122.58542780418065 2.6649043012293987 leaf_count=73 78 2850 64 internal_value=0 -0.00013199 0.014669 internal_weight=0 126.337 6.32808 internal_count=3065 2923 142 is_linear=0 shrinkage=0.0204111 Tree=5701 num_leaves=4 num_cat=0 split_feature=1456 33 13 split_gain=4.08116 3.94779 0.0743615 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15325499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0074235393592887488 -0.020915491462768606 0.0012811726611475986 -0.021574173921573209 leaf_weight=0.32089295797050033 3.3126773526892057 132.30925879732604 3.4096918794457443 leaf_count=10 40 2780 275 internal_value=0 0.000722195 -0.0206088 internal_weight=0 135.622 3.73058 internal_count=3105 2820 285 is_linear=0 shrinkage=0.0204111 Tree=5702 num_leaves=3 num_cat=0 split_feature=38 41 split_gain=3.6235 4.37458 threshold=1.0000000180025095e-35 0.082980000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.9734117493357073e-05 -0.00027770922624401653 -0.00030879819057135725 leaf_weight=127.60057651312309 6.1230193007359039 5.5831330791115752 leaf_count=2904 73 106 internal_value=0 3.44575e-05 internal_weight=0 133.184 internal_count=3083 3010 is_linear=0 shrinkage=0.000400217 Tree=5703 num_leaves=4 num_cat=0 split_feature=4 403 4 split_gain=3.83505 3.30182 1.81443 threshold=-0.49977499999999991 -1.0000000180025095e-35 -0.52428499999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0051836548049961489 -0.010497163502749617 0.0017914980938794078 -0.027164378473828531 leaf_weight=3.4972251153085381 9.7512892718150379 119.11914751768199 2.8203325642971313 leaf_count=53 718 2196 84 internal_value=0 0.000853342 -0.0152986 internal_weight=0 128.87 6.31756 internal_count=3051 2914 137 is_linear=0 shrinkage=0.0204111 Tree=5704 num_leaves=4 num_cat=0 split_feature=1447 4 123 split_gain=4.12356 3.36256 2.77593 threshold=-1.0000000180025095e-35 -0.49977499999999991 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024184907903956394 -0.013657680434010144 0.0016539715303332853 0.018240952245338855 leaf_weight=4.1758755065202413 6.1613449152791864 125.84617539756437 0.67129894124809641 leaf_count=281 112 2672 10 internal_value=0 0.000928344 -0.01803 internal_weight=0 132.008 4.84717 internal_count=3075 2784 291 is_linear=0 shrinkage=0.0204111 Tree=5705 num_leaves=4 num_cat=0 split_feature=403 160 2 split_gain=3.30508 3.51682 0.970983 threshold=0.090530000000000013 -0.20907999999999996 0.10912000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026669810539615654 -0.00043875628854001713 3.2734510067893747e-05 3.5958429978488616e-05 leaf_weight=6.4908823242149074 3.2444469747133544 129.62386363249971 0.84846549182839215 leaf_count=325 226 2519 33 internal_value=0 1.8248e-05 -0.00034201 internal_weight=0 136.115 4.09291 internal_count=3103 2844 259 is_linear=0 shrinkage=0.000400217 Tree=5706 num_leaves=4 num_cat=0 split_feature=1213 403 475 split_gain=3.36536 3.71669 3.47037 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042305090070080681 -0.00036969826168407931 3.3287078220018714e-05 -0.00042128217358390309 leaf_weight=0.83313149213790882 3.6604692404289372 129.99942661669775 4.8056656964072308 leaf_count=2 357 2266 473 internal_value=0 2.19505e-05 -0.000290724 internal_weight=0 133.66 5.6388 internal_count=3098 2623 475 is_linear=0 shrinkage=0.000400217 Tree=5707 num_leaves=4 num_cat=0 split_feature=4 4 453 split_gain=4.25124 10.7906 4.48106 threshold=0.0064450000000000011 -0.0015099999999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7036384863011615e-06 0.0001216475579980199 -0.00043638231529750639 -0.00038606759653262693 leaf_weight=68.149154550839739 54.832573008323379 9.8416222400846873 2.8255157656967631 leaf_count=2037 819 213 24 internal_value=0 -4.71327e-05 9.60671e-05 internal_weight=0 77.9908 57.6581 internal_count=3093 2250 843 is_linear=0 shrinkage=0.000400217 Tree=5708 num_leaves=4 num_cat=0 split_feature=150 15 157 split_gain=2.82434 5.69287 5.48945 threshold=0.082085000000000019 -0.033084999999999996 -0.07692499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018771301759860088 0.00020292072246505901 -0.00016756766243836073 -7.0992368185929282e-05 leaf_weight=15.200737678536823 23.671972104435554 9.1213759857928363 92.464774487340037 leaf_count=295 249 156 2369 internal_value=0 9.96509e-05 -3.431e-05 internal_weight=0 32.7933 107.666 internal_count=3069 405 2664 is_linear=0 shrinkage=0.000400217 Tree=5709 num_leaves=4 num_cat=0 split_feature=3 1 47 split_gain=3.56962 4.66355 4.32383 threshold=-0.10643499999999999 0.09450500000000002 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.2707876788705283e-05 -0.00012362838183396609 4.7477354051228046e-05 0.00039278678287833459 leaf_weight=23.693049183348197 53.183839065033681 48.85800879256567 6.7935088686645022 leaf_count=356 1921 749 44 internal_value=0 -4.17401e-05 0.00011409 internal_weight=0 102.042 30.4866 internal_count=3070 2670 400 is_linear=0 shrinkage=0.000400217 Tree=5710 num_leaves=4 num_cat=0 split_feature=43 43 457 split_gain=3.31862 6.76164 3.97961 threshold=-0.07440999999999999 -0.078969999999999985 -0.23052999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00072888167932813749 0.022259544219997082 0.020961609749206446 -0.0033901977930074103 leaf_weight=43.575269511944498 2.4878725042362921 8.0619180282810685 83.237588391519239 leaf_count=1103 22 145 1869 internal_value=0 0.00392626 -0.00261774 internal_weight=0 51.6372 85.7255 internal_count=3139 1248 1891 is_linear=0 shrinkage=0.0204111 Tree=5711 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=2.89479 3.90469 threshold=1.0000000180025095e-35 0.17769000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.7943547850025096e-06 -0.00024669196882484451 0.00030477152781908332 leaf_weight=121.58296999922459 6.7065479384327764 7.2080586623051195 leaf_count=2874 74 138 internal_value=0 2.08893e-05 internal_weight=0 128.791 internal_count=3086 3012 is_linear=0 shrinkage=0.000400217 Tree=5712 num_leaves=4 num_cat=0 split_feature=3 0 1444 split_gain=3.77571 4.07895 3.38063 threshold=0.17769000000000004 -0.11756999999999999 -0.084559999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.026169153857349196 -0.0011402519357391941 0.026151001133284321 -0.0009261948735827635 leaf_weight=1.8356006667600002 4.3711266478057951 4.640426184050737 128.19208741786497 leaf_count=28 73 64 2928 internal_value=0 0.0130616 -0.000521504 internal_weight=0 9.01155 130.028 internal_count=3093 137 2956 is_linear=0 shrinkage=0.0204111 Tree=5713 num_leaves=4 num_cat=0 split_feature=15 0 49 split_gain=5.25572 7.35791 3.96734 threshold=0.084580000000000016 0.09395000000000002 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010797992274878454 -0.01754969474835932 0.026802680006913094 0.0022409337614625142 leaf_weight=10.582702989224343 12.402567912948141 1.678760785202029 106.85292428781759 leaf_count=129 986 18 1956 internal_value=0 -0.0120923 0.00105677 internal_weight=0 14.0813 117.436 internal_count=3089 1004 2085 is_linear=0 shrinkage=0.0204111 Tree=5714 num_leaves=3 num_cat=0 split_feature=33 15 split_gain=3.99591 3.87901 threshold=-1.0000000180025095e-35 0.10347000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021812226341887772 0.0016052813242420896 -0.013248140814404064 leaf_weight=3.2556036841124287 121.30738977949659 7.6834651333338106 leaf_count=40 2732 293 internal_value=0 0.0007098 internal_weight=0 128.991 internal_count=3065 3025 is_linear=0 shrinkage=0.0204111 Tree=5715 num_leaves=3 num_cat=0 split_feature=133 0 split_gain=2.78644 2.97629 threshold=-0.39935999999999994 -0.10726999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023640978079419641 0.0037372749904721041 -0.0023497479918026154 leaf_weight=1.9514034228413937 58.414164710979094 78.044107430054282 leaf_count=164 550 2377 internal_value=0 0.000256873 internal_weight=0 136.458 internal_count=3091 2927 is_linear=0 shrinkage=0.0204111 Tree=5716 num_leaves=4 num_cat=0 split_feature=1456 1374 123 split_gain=3.21252 3.45444 0.894047 threshold=1.0000000180025095e-35 0.090240000000000015 0.081630000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2874221565856723e-05 -0.00043355487971844512 -0.00035701047361946418 0.00010934907721066347 leaf_weight=131.1780522244735 3.1020362762756117 3.6321765560569466 0.52565651386976231 leaf_count=2767 262 59 5 internal_value=0 2.2082e-05 -0.000353969 internal_weight=0 134.81 3.62769 internal_count=3093 2826 267 is_linear=0 shrinkage=0.000400217 Tree=5717 num_leaves=3 num_cat=0 split_feature=149 43 split_gain=3.39101 3.05956 threshold=0.10096000000000001 -0.075449999999999975 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.1572478723817326e-05 -0.00051938102978405063 -4.4800774668771111e-05 leaf_weight=46.721984959418478 1.9417321605142195 88.887409178169037 leaf_count=1172 27 1857 internal_value=0 -1.22957e-06 internal_weight=0 135.609 internal_count=3056 3029 is_linear=0 shrinkage=0.000400217 Tree=5718 num_leaves=3 num_cat=0 split_feature=1444 15 split_gain=2.93973 3.08603 threshold=-0.084559999999999982 -0.095554999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024661216360207721 -0.0054550710146702664 0.0015204191327142492 leaf_weight=1.8746632912079793 35.994546767906286 98.415517054487282 leaf_count=28 644 2410 internal_value=0 -0.000350578 internal_weight=0 134.41 internal_count=3082 3054 is_linear=0 shrinkage=0.0204111 Tree=5719 num_leaves=4 num_cat=0 split_feature=52 48 15 split_gain=3.77285 6.62993 4.11289 threshold=-0.048794999999999991 -0.024949999999999996 0.050935000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.5654399522851193e-05 0.00020539770920735805 -0.00011711925797696485 -0.00032490100397635548 leaf_weight=48.232314449036494 11.728580260649322 74.295591139481985 3.926651225949171 leaf_count=846 101 2019 111 internal_value=0 -7.29373e-05 6.33658e-05 internal_weight=0 86.0242 52.159 internal_count=3077 2120 957 is_linear=0 shrinkage=0.000400217 Tree=5720 num_leaves=4 num_cat=0 split_feature=484 148 123 split_gain=4.45679 4.01521 3.04168 threshold=-0.0048899999999999994 -0.082084999999999977 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017424648746637444 -0.014684634682057669 0.0026930601270694307 0.019313582615306222 leaf_weight=7.7140463367177272 5.6928373837727113 121.65020095122964 0.9731366573832928 leaf_count=468 84 2565 12 internal_value=0 0.00190398 -0.0131158 internal_weight=0 127.343 8.68718 internal_count=3129 2649 480 is_linear=0 shrinkage=0.0204111 Tree=5721 num_leaves=3 num_cat=0 split_feature=1444 124 split_gain=3.34536 3.06893 threshold=-0.084559999999999982 -0.048219999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026778278278408788 0.0085204342632740626 -0.0016089785189372838 leaf_weight=1.7776884692721058 13.775897434359647 121.19874645745585 leaf_count=27 263 2847 internal_value=0 -0.000568936 internal_weight=0 134.975 internal_count=3137 3110 is_linear=0 shrinkage=0.0204111 Tree=5722 num_leaves=4 num_cat=0 split_feature=4 4 47 split_gain=3.74592 7.68791 7.68635 threshold=0.0064450000000000011 -0.0017949999999999999 0.09252500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6130885140145959e-05 0.00015770493012140648 -0.00038295577945803336 -0.00017051297787761072 leaf_weight=68.939698198912083 42.143690289009101 10.442064034094072 15.562626639497465 leaf_count=1998 704 211 186 internal_value=0 -6.48553e-05 6.90301e-05 internal_weight=0 79.3818 57.7063 internal_count=3099 2209 890 is_linear=0 shrinkage=0.000400217 Tree=5723 num_leaves=4 num_cat=0 split_feature=43 148 16 split_gain=3.27615 4.36207 3.3017 threshold=-0.19537999999999997 -0.084284999999999985 -0.25582999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00065197098848065907 -0.00041145975316355174 7.4751084707678238e-06 0.0001137449446240559 leaf_weight=2.0359080340713271 4.0070570620009667 118.71067892801511 12.71378897191607 leaf_count=26 75 2806 183 internal_value=0 -6.56682e-06 0.000192389 internal_weight=0 122.718 14.7497 internal_count=3090 2881 209 is_linear=0 shrinkage=0.000400217 Tree=5724 num_leaves=4 num_cat=0 split_feature=1 157 13 split_gain=4.15078 4.24974 2.14323 threshold=0.12700000000000003 -0.084489999999999996 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034788675020826698 0.0004467480283714165 7.4219101870375988e-06 0.00011063991165636293 leaf_weight=5.538992151436104 4.4521449821186243 117.54461899343369 9.4256502759526466 leaf_count=214 152 2633 118 internal_value=0 -8.86929e-06 0.00022118 internal_weight=0 123.084 13.8778 internal_count=3117 2847 270 is_linear=0 shrinkage=0.000400217 Tree=5725 num_leaves=3 num_cat=0 split_feature=1374 483 split_gain=2.95984 3.01635 threshold=-0.095439999999999983 0.10297500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015059241542400984 0.0017447130411339501 -0.017640271511099773 leaf_weight=4.688086559996008 131.24140861740671 3.3200143345602546 leaf_count=54 2915 134 internal_value=0 0.00125216 internal_weight=0 134.561 internal_count=3103 3049 is_linear=0 shrinkage=0.0204111 Tree=5726 num_leaves=4 num_cat=0 split_feature=1429 38 2 split_gain=3.60028 3.28413 0.221056 threshold=-1.0000000180025095e-35 0.10386000000000002 0.11123500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000378840474156124 8.6120680234386409e-06 -0.00036621385858300477 -0.00073226118862119863 leaf_weight=1.7222170255699887 135.5713283030309 3.7384395268745712 0.56480132741853584 leaf_count=127 2964 42 19 internal_value=0 -1.73258e-06 -0.000496224 internal_weight=0 139.31 2.28702 internal_count=3152 3006 146 is_linear=0 shrinkage=0.000400217 Tree=5727 num_leaves=4 num_cat=0 split_feature=131 124 16 split_gain=3.60267 4.38712 3.67078 threshold=0.092460000000000014 0.097090000000000024 -0.068989999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.2624092777718248e-05 -0.00037231047159562512 0.0004561640810050152 -5.3464950423893709e-05 leaf_weight=61.646688996930607 7.1799690412008186 1.0935954023152588 65.22234854256385 leaf_count=1338 344 7 1413 internal_value=0 -0.000258174 1.26764e-05 internal_weight=0 8.27356 126.869 internal_count=3102 351 2751 is_linear=0 shrinkage=0.000400217 Tree=5728 num_leaves=4 num_cat=0 split_feature=4 15 13 split_gain=3.39988 3.54994 0.161078 threshold=0.51074000000000008 -0.095554999999999987 -0.089899999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012777895287245016 0.00018944149933813805 2.5023967872543441e-05 0.00043335129313650216 leaf_weight=31.873087246436626 0.82797132385894689 101.95725388764913 2.6531854806235051 leaf_count=499 51 2450 84 internal_value=0 -1.1444e-05 0.00038305 internal_weight=0 133.83 3.48116 internal_count=3084 2949 135 is_linear=0 shrinkage=0.000400217 Tree=5729 num_leaves=4 num_cat=0 split_feature=4 49 16 split_gain=3.2845 4.06794 0.333636 threshold=0.51074000000000008 0.27772500000000006 -0.49053999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.3149287768164634e-06 0.00013071609820068257 -0.00048357943682481063 0.00043105322470231609 leaf_weight=131.75054607288621 0.90566167526412789 2.799648345768218 2.7569662832538588 leaf_count=2938 57 46 86 internal_value=0 -1.56602e-05 0.000362869 internal_weight=0 134.55 3.66263 internal_count=3127 2984 143 is_linear=0 shrinkage=0.000400217 Tree=5730 num_leaves=3 num_cat=0 split_feature=1373 150 split_gain=3.90353 4.56009 threshold=0.09586500000000002 0.082085000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045865513449885111 -0.025755830000799711 0.0085510149017515146 leaf_weight=103.07371428369515 2.0996083667996563 30.163243610673817 leaf_count=2673 30 391 internal_value=0 0.00158649 internal_weight=0 133.237 internal_count=3094 3064 is_linear=0 shrinkage=0.0204111 Tree=5731 num_leaves=4 num_cat=0 split_feature=133 156 15 split_gain=3.16181 3.01643 0.377449 threshold=0.13997000000000001 -1.0000000180025095e-35 -0.13763499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041120653792985952 9.9704420754250932e-05 3.8526562804133921e-05 -0.00042489695845441357 leaf_weight=2.3200036764246752 0.19721091439714689 136.04383627991047 2.6657502785019451 leaf_count=164 18 2627 309 internal_value=0 3.06593e-05 -0.000386368 internal_weight=0 138.364 2.86296 internal_count=3118 2791 327 is_linear=0 shrinkage=0.000400217 Tree=5732 num_leaves=4 num_cat=0 split_feature=42 0 453 split_gain=3.4547 4.49925 3.29433 threshold=-1.0000000180025095e-35 -0.014704999999999998 0.096095000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0128417061083753 0.0028231290629176422 0.012052784829964001 -0.019119439184085932 leaf_weight=13.698012946406381 114.76841420127312 3.777033624239265 2.812360249226912 leaf_count=799 2235 43 30 internal_value=0 -0.00741857 0.0022806 internal_weight=0 17.475 117.581 internal_count=3107 842 2265 is_linear=0 shrinkage=0.0204111 Tree=5733 num_leaves=4 num_cat=0 split_feature=42 160 0 split_gain=3.20765 5.44825 4.83643 threshold=-1.0000000180025095e-35 -0.091964999999999977 -0.016814999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025439010773357923 -0.00024569330215283612 5.6345973776689231e-05 0.00019662957981209352 leaf_weight=15.207940917720409 10.388554611789003 107.4861308106083 4.9759004176594308 leaf_count=808 385 1854 45 internal_value=0 2.95187e-05 -0.000142729 internal_weight=0 117.875 20.1838 internal_count=3092 2239 853 is_linear=0 shrinkage=0.000400217 Tree=5734 num_leaves=4 num_cat=0 split_feature=1 16 16 split_gain=3.46025 7.77038 3.31378 threshold=0.09450500000000002 0.0020050000000000003 0.13401500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0091550348129549649 0.0046084813301055403 0.0047774178787081201 -0.0092309691357656699 leaf_weight=47.993075627193321 46.092411080142483 25.439947244776704 8.4333550683222693 leaf_count=1667 685 506 219 internal_value=0 -0.00432839 0.00245344 internal_weight=0 73.433 54.5258 internal_count=3077 2173 904 is_linear=0 shrinkage=0.0204111 Tree=5735 num_leaves=4 num_cat=0 split_feature=1213 46 13 split_gain=3.56097 3.13768 1.57479 threshold=-1.0000000180025095e-35 0.084955000000000017 -0.10939499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024934222539341206 0.0011610030083319821 -0.019083212704484213 -0.022393854971810147 leaf_weight=1.3962248087627811 128.95664524585663 3.1585991282481691 4.0206374691042575 leaf_count=17 2608 43 450 internal_value=0 0.000661257 -0.0160584 internal_weight=0 132.115 5.41686 internal_count=3118 2651 467 is_linear=0 shrinkage=0.0204111 Tree=5736 num_leaves=3 num_cat=0 split_feature=39 0 split_gain=3.53422 3.81727 threshold=-1.0000000180025095e-35 -0.10726999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028698316927904286 9.6721830217778285e-05 -3.9082611673788107e-05 leaf_weight=6.1550630911951876 58.93563961610198 75.497732634365093 leaf_count=64 552 2451 internal_value=0 2.04851e-05 internal_weight=0 134.433 internal_count=3067 3003 is_linear=0 shrinkage=0.000400217 Tree=5737 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=3.39232 4.05798 3.08506 threshold=0.12700000000000003 0.10042000000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8954120265086506e-06 0.00047059878028785101 -0.00025009324134716947 6.5398730606058182e-05 leaf_weight=115.21883740313206 4.1278475369326761 11.122153408501616 10.532775383850092 leaf_count=2479 143 384 131 internal_value=0 -2.04897e-05 0.000182189 internal_weight=0 126.341 14.6606 internal_count=3137 2863 274 is_linear=0 shrinkage=0.000400217 Tree=5738 num_leaves=4 num_cat=0 split_feature=14 480 49 split_gain=3.27023 3.20179 0.287032 threshold=0.077685000000000018 0.086640000000000009 -0.0096099999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8522657379920958e-05 -0.0002052911934314799 -0.00034158135348075078 -0.00048750231880822831 leaf_weight=128.51032263205343 1.1687888412998293 3.7445718887138346 1.9200739867519576 leaf_count=2792 21 196 82 internal_value=0 1.77637e-05 -0.000391634 internal_weight=0 132.255 3.08886 internal_count=3091 2988 103 is_linear=0 shrinkage=0.000400217 Tree=5739 num_leaves=4 num_cat=0 split_feature=160 52 15 split_gain=3.25552 3.43157 0.132732 threshold=-0.40187499999999993 0.41222000000000009 -0.099824999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012103852755118125 8.7209688218043445e-06 0.00035439826435685972 -0.00043875482063795513 leaf_weight=0.34303790636477094 133.19173946341471 4.652704899388481 2.468658709061855 leaf_count=20 2766 95 220 internal_value=0 2.06669e-05 -0.000406112 internal_weight=0 137.844 2.8117 internal_count=3101 2861 240 is_linear=0 shrinkage=0.000400217 Tree=5740 num_leaves=3 num_cat=0 split_feature=149 1 split_gain=3.81008 4.1834 threshold=0.10096000000000001 0.10100500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.5689028173941209e-05 -0.00056143341634177818 8.9718783260931792e-05 leaf_weight=87.001992372064706 1.8719427906908084 49.701993102498818 leaf_count=2313 24 770 internal_value=0 -2.79239e-06 internal_weight=0 136.704 internal_count=3107 3083 is_linear=0 shrinkage=0.000400217 Tree=5741 num_leaves=4 num_cat=0 split_feature=0 0 14 split_gain=3.66071 9.263 7.47564 threshold=-0.10726999999999999 -0.075944999999999985 -0.13131999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047242682445290722 -0.00021625596313112666 6.3593034216520838e-05 0.00012667636990803388 leaf_weight=3.4406253868946797 30.022099322221038 50.927513224072754 55.327099112124415 leaf_count=51 1576 994 509 internal_value=0 -4.0351e-05 9.07695e-05 internal_weight=0 80.9496 58.7677 internal_count=3130 2570 560 is_linear=0 shrinkage=0.000400217 Tree=5742 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.08501 5.04493 threshold=-0.5318799999999998 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016687513995981378 0.022690960318854755 0.00018926355477979205 leaf_weight=4.1699289121897882 4.1772535739582954 128.91980054075611 leaf_count=41 44 2997 internal_value=0 0.000913959 internal_weight=0 133.097 internal_count=3082 3041 is_linear=0 shrinkage=0.0204111 Tree=5743 num_leaves=4 num_cat=0 split_feature=3 3 151 split_gain=5.53239 7.65651 3.76992 threshold=-0.10075499999999998 -0.075754999999999975 -0.084129999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011799658620101594 -0.013610318931039348 0.00019461433331648486 0.009337700573044937 leaf_weight=3.8970564993505823 21.297331015481177 76.691780816079699 29.216830458055483 leaf_count=49 1478 1176 377 internal_value=0 -0.00281791 0.00681874 internal_weight=0 97.9891 33.1139 internal_count=3080 2654 426 is_linear=0 shrinkage=0.0204111 Tree=5744 num_leaves=4 num_cat=0 split_feature=474 16 403 split_gain=3.21534 4.75253 3.21705 threshold=0.085070000000000021 0.083165000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0141751849743325 0.013518349906931159 -0.018545542026042406 -0.0010924473298428911 leaf_weight=8.3299862624007783 11.664661757618886 2.2011029464483718 108.53197834955427 leaf_count=713 210 108 2054 internal_value=0 0.00832062 -0.00203767 internal_weight=0 13.8658 116.862 internal_count=3085 318 2767 is_linear=0 shrinkage=0.0204111 Tree=5745 num_leaves=4 num_cat=0 split_feature=403 1 132 split_gain=3.35555 3.42297 1.01083 threshold=0.08888500000000002 0.13662500000000002 0.09610500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026243207132500016 -0.021603784447853856 0.01411498298695031 0.0048714278832215942 leaf_weight=123.28343476125156 3.4846750742944996 7.7965649723191737 0.67737315478734661 leaf_count=2691 226 160 33 internal_value=0 0.00109772 -0.0172802 internal_weight=0 131.08 4.16205 internal_count=3110 2851 259 is_linear=0 shrinkage=0.0204111 Tree=5746 num_leaves=4 num_cat=0 split_feature=14 482 16 split_gain=3.15613 3.01239 0.44664 threshold=0.073890000000000011 0.090355000000000005 -0.15595499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016215274161945545 -0.0088373227221876117 -0.018537633374854708 -0.025026681901801365 leaf_weight=129.09019643911961 1.3699986907886343 3.0521820141730123 1.9142062340106338 leaf_count=2804 34 148 72 internal_value=0 0.0011406 -0.0187873 internal_weight=0 132.142 3.2842 internal_count=3058 2952 106 is_linear=0 shrinkage=0.0204111 Tree=5747 num_leaves=4 num_cat=0 split_feature=1429 401 2 split_gain=3.19292 3.16448 0.362558 threshold=-1.0000000180025095e-35 0.079655000000000017 0.11079500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016478027248783486 0.00090448620955140707 -0.016315421812807231 -0.036390686554554269 leaf_weight=1.8108474921100417 127.28148717391377 4.4948858704010481 0.60489605559268955 leaf_count=124 2660 295 26 internal_value=0 0.000303763 -0.0228552 internal_weight=0 131.776 2.41574 internal_count=3105 2955 150 is_linear=0 shrinkage=0.0204111 Tree=5748 num_leaves=4 num_cat=0 split_feature=41 1373 132 split_gain=3.43787 3.4547 2.0571 threshold=0.080335000000000018 0.099250000000000019 0.078205000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2798487566488465e-05 -0.00036471324304111676 -0.00051501923541198821 6.6478605077100955e-05 leaf_weight=127.24634915182833 5.895841424353419 1.759227389062288 2.4700719018001109 leaf_count=2895 98 24 41 internal_value=0 2.48879e-05 -0.000238205 internal_weight=0 129.006 8.36591 internal_count=3058 2919 139 is_linear=0 shrinkage=0.000400217 Tree=5749 num_leaves=3 num_cat=0 split_feature=1374 47 split_gain=3.29121 3.54837 threshold=-0.094679999999999986 0.081320000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018289239772197714 0.001585157748558151 -0.0065391093742377107 leaf_weight=4.2539374283514908 98.226862130344671 28.890923538972856 leaf_count=54 2601 446 internal_value=0 -0.000265429 internal_weight=0 127.118 internal_count=3101 3047 is_linear=0 shrinkage=0.0204111 Tree=5750 num_leaves=4 num_cat=0 split_feature=2 48 4 split_gain=3.45096 4.27988 4.24489 threshold=0.097925000000000012 0.12879500000000002 -0.029079999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5949116133040111e-05 0.00010878594161472873 -0.00021106582282550768 -0.00013687639935981548 leaf_weight=29.056220662234409 48.541271795216744 7.6652761176810591 48.99618078509593 leaf_count=1189 864 84 975 internal_value=0 6.48326e-05 -6.51168e-05 internal_weight=0 56.2065 78.0524 internal_count=3112 948 2164 is_linear=0 shrinkage=0.000400217 Tree=5751 num_leaves=4 num_cat=0 split_feature=376 48 42 split_gain=3.72239 3.8484 1.90453 threshold=0.048375000000000008 0.12879500000000002 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9237675143035647e-05 -5.1188598563719028e-05 -0.00032462158192150445 0.00031440076072826283 leaf_weight=119.04490555846496 3.1954783867113292 6.8876372372033066 7.6362635758705419 leaf_count=2838 21 76 150 internal_value=0 -3.62136e-05 0.000207128 internal_weight=0 125.933 10.8317 internal_count=3085 2914 171 is_linear=0 shrinkage=0.000400217 Tree=5752 num_leaves=3 num_cat=0 split_feature=484 1 split_gain=3.10193 3.01325 threshold=0.11749000000000001 0.13674500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.6419125100067017e-06 -0.00046731522502586978 0.00023080429143585929 leaf_weight=129.58122102528432 2.1026290250229058 9.1369047168409434 leaf_count=2824 118 187 internal_value=0 1.01056e-05 internal_weight=0 138.718 internal_count=3129 3011 is_linear=0 shrinkage=0.000400217 Tree=5753 num_leaves=3 num_cat=0 split_feature=51 52 split_gain=3.60332 3.07557 threshold=-0.40148999999999996 -0.51586999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042506336793605141 -0.00040044974026633059 2.2496476502016172e-05 leaf_weight=2.9530115947127333 2.7002586384624001 132.93433683809053 leaf_count=115 214 2786 internal_value=0 1.3753e-05 internal_weight=0 135.635 internal_count=3115 3000 is_linear=0 shrinkage=0.000400217 Tree=5754 num_leaves=4 num_cat=0 split_feature=1 159 13 split_gain=4.0967 4.44581 4.35317 threshold=0.10100500000000003 0.091005000000000016 -0.00059999999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5261953450132909e-07 0.00023663608830661213 -0.00030627551027981802 -6.5038056298500027e-07 leaf_weight=79.717134039074153 24.080767767853104 8.2509929769439605 25.368920714856358 leaf_count=2069 462 218 324 internal_value=0 -2.86698e-05 0.000115176 internal_weight=0 87.9681 49.4497 internal_count=3073 2287 786 is_linear=0 shrinkage=0.000400217 Tree=5755 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=3.06086 3.33932 2.20406 threshold=0.12700000000000003 0.11764000000000001 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5370272862592707e-06 0.00039281453682834448 -0.00032828588574210953 6.2892485133732686e-05 leaf_weight=117.21593185104575 4.6779279881156972 5.3643860947922795 10.217113584280012 leaf_count=2686 150 85 128 internal_value=0 -2.28168e-05 0.000168665 internal_weight=0 122.58 14.895 internal_count=3049 2771 278 is_linear=0 shrinkage=0.000400217 Tree=5756 num_leaves=3 num_cat=0 split_feature=1132 123 split_gain=3.09982 4.02602 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024546998071420571 0.00021448891145696625 0.012478423817093484 leaf_weight=1.8491936707869161 126.48080718790879 12.118743213010019 leaf_count=26 2850 250 internal_value=0 0.00129602 internal_weight=0 138.6 internal_count=3126 3100 is_linear=0 shrinkage=0.0204111 Tree=5757 num_leaves=4 num_cat=0 split_feature=1 42 4 split_gain=4.01957 6.00095 5.17654 threshold=1.0000000180025095e-35 0.091840000000000019 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.9850288421673898e-05 -0.00026913831506225437 -0.00050902738016780295 5.893847053462868e-05 leaf_weight=33.951968210563791 8.361261974408988 5.4380508010508484 84.779277505411301 leaf_count=1240 179 294 1318 internal_value=0 -0.000123129 2.91991e-05 internal_weight=0 39.39 93.1405 internal_count=3031 1534 1497 is_linear=0 shrinkage=0.000400217 Tree=5758 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=2.97933 3.56448 threshold=-0.24552499999999997 -0.07440999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02582427139047647 0.0048087830792964787 -0.0022452405833356314 leaf_weight=1.7549539250321675 44.982884010911221 88.132107860346878 leaf_count=20 1186 1879 internal_value=0 0.000140528 internal_weight=0 133.115 internal_count=3085 3065 is_linear=0 shrinkage=0.0204111 Tree=5759 num_leaves=4 num_cat=0 split_feature=148 51 148 split_gain=3.14354 3.15006 0.983665 threshold=-0.084284999999999985 -0.40548499999999993 -0.12066999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0058286522796406658 -0.021399554801856232 0.0020119082845777509 -0.024817895374423148 leaf_weight=2.3953501959331334 2.325961682596243 135.61301582698434 2.2183017722563809 leaf_count=31 110 2934 52 internal_value=0 0.0016001 -0.0153306 internal_weight=0 137.939 4.61365 internal_count=3127 3044 83 is_linear=0 shrinkage=0.0204111 Tree=5760 num_leaves=4 num_cat=0 split_feature=1375 130 49 split_gain=3.69604 2.88607 2.4912 threshold=-1.0000000180025095e-35 0.085970000000000005 0.013470000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036902905545541017 3.6464282172061401e-05 -0.00028519154992374712 8.9119459367111568e-05 leaf_weight=6.4744806927046721 124.13633337685314 4.5234493929492592 2.6195268663577735 leaf_count=109 2597 322 39 internal_value=0 2.49173e-05 -0.000237581 internal_weight=0 128.66 9.09401 internal_count=3067 2919 148 is_linear=0 shrinkage=0.000400217 Tree=5761 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=4.70716 5.49054 4.83372 threshold=0.076845000000000011 -0.08972999999999999 0.080745000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034040137567336605 9.209242845010314e-05 -1.3934005466913224e-05 -0.0001718129230678639 leaf_weight=11.518553131463703 79.789482674415922 28.435588767504669 12.808062384283401 leaf_count=375 1202 1175 301 internal_value=0 -0.000108741 5.54257e-05 internal_weight=0 39.9541 92.5975 internal_count=3053 1550 1503 is_linear=0 shrinkage=0.000400217 Tree=5762 num_leaves=4 num_cat=0 split_feature=376 12 2 split_gain=3.74705 3.5563 2.15219 threshold=0.048375000000000008 0.099195000000000019 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2776186622064148e-06 2.9226056420120946e-05 -0.00021938067984303685 0.00039525313602426583 leaf_weight=110.74049808206473 4.9056187223177385 13.739628646566414 5.3444028015946969 leaf_count=2465 89 452 76 internal_value=0 -2.81957e-05 0.000222283 internal_weight=0 124.48 10.25 internal_count=3082 2917 165 is_linear=0 shrinkage=0.000400217 Tree=5763 num_leaves=4 num_cat=0 split_feature=4 48 4 split_gain=4.64707 5.71632 5.36462 threshold=0.0064450000000000011 0.12675000000000003 -0.00013999999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.4016280523572694e-05 0.0001062942216786323 -0.00034209956677021307 -0.00038089574646105634 leaf_weight=68.016877334735909 53.44601621577749 4.8682926101610056 8.414512791510786 leaf_count=2048 814 55 173 internal_value=0 6.82768e-05 -8.16071e-05 internal_weight=0 58.3143 76.4314 internal_count=3090 869 2221 is_linear=0 shrinkage=0.000400217 Tree=5764 num_leaves=4 num_cat=0 split_feature=133 1373 1 split_gain=3.17243 3.31065 3.26412 threshold=0.10681500000000001 0.099250000000000019 0.109225 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0745244263251467e-05 -0.00044890075145673095 -0.00046080918129189888 0.00026148291356281432 leaf_weight=134.40516816340823 3.9518045066797631 1.9462253789970407 1.3073800838319583 leaf_count=2648 401 23 40 internal_value=0 4.30714e-05 -0.000270537 internal_weight=0 136.351 5.25918 internal_count=3112 2671 441 is_linear=0 shrinkage=0.000400217 Tree=5765 num_leaves=4 num_cat=0 split_feature=1 46 13 split_gain=2.8038 3.76352 2.86956 threshold=0.12856000000000004 0.084955000000000017 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2544134164477233e-05 0.024123167349501259 -0.027328469639923303 0.0033800684422334521 leaf_weight=117.77087613687763 3.7336057146894737 2.0355475726537398 10.183410754310897 leaf_count=2801 139 31 120 internal_value=0 -0.000550885 0.00909307 internal_weight=0 119.806 13.917 internal_count=3091 2832 259 is_linear=0 shrinkage=0.0204111 Tree=5766 num_leaves=4 num_cat=0 split_feature=13 16 1 split_gain=3.70776 4.9281 3.91545 threshold=0.077550000000000022 -0.26788499999999998 0.077800000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0078452781668262514 0.022971465070788868 0.0016236784574432757 0.00058540621374628436 leaf_weight=31.806467830276233 5.9492343167075914 17.624409649684821 81.634041309327586 leaf_count=1449 55 310 1287 internal_value=0 0.0070943 -0.0017838 internal_weight=0 23.5736 113.441 internal_count=3101 365 2736 is_linear=0 shrinkage=0.0204111 Tree=5767 num_leaves=3 num_cat=0 split_feature=42 13 split_gain=3.25738 3.57152 threshold=-0.24552499999999997 0.11001000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049893969406224041 -5.5898918227324826e-06 0.00020037736769418519 leaf_weight=1.8777276957407583 124.07032189776146 15.016594856977461 leaf_count=22 2907 211 internal_value=0 1.67908e-05 internal_weight=0 139.087 internal_count=3140 3118 is_linear=0 shrinkage=0.000400217 Tree=5768 num_leaves=4 num_cat=0 split_feature=52 457 40 split_gain=3.65483 3.51802 1.18456 threshold=-0.40306999999999998 -1.0000000180025095e-35 -0.066629999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0098878419154889412 -0.0094451447501026024 0.0017192479974278134 -0.02099945302646564 leaf_weight=0.52123248763382424 12.930231644044396 119.41122626285869 4.2037524335319167 leaf_count=5 228 2558 323 internal_value=0 0.000621385 -0.0174421 internal_weight=0 132.341 4.72498 internal_count=3114 2786 328 is_linear=0 shrinkage=0.0204111 Tree=5769 num_leaves=3 num_cat=0 split_feature=52 484 split_gain=3.22106 3.41735 threshold=-0.42985499999999993 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040399687099089849 -0.00023757165624609304 2.5221019772929921e-05 leaf_weight=2.9899083240379687 8.3510991077782801 124.81733882583649 leaf_count=272 443 2356 internal_value=0 8.55534e-06 internal_weight=0 133.168 internal_count=3071 2799 is_linear=0 shrinkage=0.000400217 Tree=5770 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=3.53172 11.5925 3.6503 threshold=1.0000000180025095e-35 -0.084074999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003879725093767213 -8.1305929437515309e-05 5.557566705223081e-05 8.4764107406346963e-05 leaf_weight=15.288426257455283 32.604113839392085 24.31780867944326 60.138966318045277 leaf_count=799 755 790 761 internal_value=0 -0.00011625 2.6354e-05 internal_weight=0 39.6062 92.7431 internal_count=3105 1589 1516 is_linear=0 shrinkage=0.000400217 Tree=5771 num_leaves=4 num_cat=0 split_feature=15 43 49 split_gain=3.58643 5.60106 3.61282 threshold=0.084580000000000016 -0.020034999999999994 -0.085354999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019913619563085536 3.9106287973626087e-05 -0.00044090375748418625 3.2906933907547507e-05 leaf_weight=11.819126235292059 7.9794534010361531 7.4614181033321056 108.23290108858055 leaf_count=142 451 568 1958 internal_value=0 -0.000194351 9.89801e-06 internal_weight=0 15.4409 120.052 internal_count=3119 1019 2100 is_linear=0 shrinkage=0.000400217 Tree=5772 num_leaves=4 num_cat=0 split_feature=0 14 4 split_gain=4.3364 8.64182 5.13388 threshold=-0.11045499999999998 -0.13131999999999996 0.13736000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045386589611567875 -9.8150655387611261e-05 0.00013550604759286579 0.00016504471146988215 leaf_weight=4.2022130431141695 68.275763127428945 52.560663471318549 14.258748771157114 leaf_count=52 2295 481 270 internal_value=0 9.10666e-05 -5.25187e-05 internal_weight=0 56.7629 82.5345 internal_count=3098 533 2565 is_linear=0 shrinkage=0.000400217 Tree=5773 num_leaves=4 num_cat=0 split_feature=1456 43 150 split_gain=3.29107 3.746 1.5908 threshold=-1.0000000180025095e-35 -0.07440999999999999 0.099155000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042213707599903682 0.00010613915030600525 -3.1482809596283359e-05 0.00024325598753821117 leaf_weight=3.7897158445812229 50.763199547000113 83.869999551985529 0.59981058537960041 leaf_count=294 1091 1724 3 internal_value=0 2.04524e-05 -0.000327425 internal_weight=0 134.633 4.38953 internal_count=3112 2815 297 is_linear=0 shrinkage=0.000400217 Tree=5774 num_leaves=3 num_cat=0 split_feature=160 403 split_gain=3.39691 3.22486 threshold=-0.40187499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022222350975637704 -0.011136335207289176 0.0010867809434775939 leaf_weight=2.7643265643673649 9.5862522598399647 123.46955171923764 leaf_count=246 688 2165 internal_value=0 0.000197521 internal_weight=0 133.056 internal_count=3099 2853 is_linear=0 shrinkage=0.0204111 Tree=5775 num_leaves=3 num_cat=0 split_feature=448 4 split_gain=2.6228 3.04969 threshold=-0.083779999999999979 0.51195500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0179777029373339 0.00012452575387086591 0.021578746970591787 leaf_weight=3.1387398168444625 130.41382034080016 2.7080985757638691 leaf_count=53 2901 135 internal_value=0 0.000578737 internal_weight=0 133.122 internal_count=3089 3036 is_linear=0 shrinkage=0.0204111 Tree=5776 num_leaves=4 num_cat=0 split_feature=133 474 15 split_gain=2.75665 2.80872 0.431448 threshold=0.13493500000000003 -1.0000000180025095e-35 -0.13763499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046251370784584011 0.00010728223299336685 3.2750627013412602e-05 -0.00041844896744963682 leaf_weight=1.7478725981200103 0.23171071073738891 134.11174797357307 2.5090793583221958 leaf_count=117 21 2662 302 internal_value=0 2.60033e-05 -0.000371537 internal_weight=0 135.86 2.74079 internal_count=3102 2779 323 is_linear=0 shrinkage=0.000400217 Tree=5777 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=4.0951 4.20235 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02708080903688918 -0.0088378833437621884 0.0020268900763188986 leaf_weight=2.1520468888920723 16.949633477750467 113.37448829496134 leaf_count=18 830 2212 internal_value=0 0.000607471 internal_weight=0 130.324 internal_count=3060 3042 is_linear=0 shrinkage=0.0204111 Tree=5778 num_leaves=4 num_cat=0 split_feature=16 0 1 split_gain=3.71821 6.77873 3.4706 threshold=0.26639000000000007 0.17335000000000003 0.12220000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.782233835095559e-05 -0.0003032449350828306 0.00042403796701305117 0.00023042761132934108 leaf_weight=113.37534300238258 11.540974608826216 2.3892948776483527 13.686357676459009 leaf_count=2490 375 5 260 internal_value=0 -0.000176116 4.09057e-05 internal_weight=0 13.9303 127.062 internal_count=3130 380 2750 is_linear=0 shrinkage=0.000400217 Tree=5779 num_leaves=4 num_cat=0 split_feature=43 38 15 split_gain=3.94101 3.32219 0.576128 threshold=0.17193000000000003 1.0000000180025095e-35 -0.24211499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004789944481062001 0.00014779596548391744 -0.015717384935310004 -0.025442480111832689 leaf_weight=122.38026033179631 0.41106178890913758 6.1541405018651849 3.175634600705961 leaf_count=2766 9 74 198 internal_value=0 -0.00122164 -0.022594 internal_weight=0 128.534 3.5867 internal_count=3047 2840 207 is_linear=0 shrinkage=0.0204111 Tree=5780 num_leaves=4 num_cat=0 split_feature=16 4 147 split_gain=3.21661 3.04589 0.803532 threshold=-0.54213499999999992 0.51362000000000008 0.083685000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010620158982102702 -2.9161427162347795e-05 0.00042619401314230595 0.000415226376462249 leaf_weight=2.455595606705173 129.42991026707023 2.2847150320885694 3.1734747225418687 leaf_count=44 2910 101 41 internal_value=0 -2.09076e-05 0.000285119 internal_weight=0 131.715 5.62907 internal_count=3096 3011 85 is_linear=0 shrinkage=0.000400217 Tree=5781 num_leaves=4 num_cat=0 split_feature=1 47 52 split_gain=4.8072 5.7673 1.45651 threshold=0.13594500000000004 0.086425000000000016 -0.0037699999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.4654555273805726e-06 6.582572659430969e-05 -0.00022033045241030244 0.00040388556240153212 leaf_weight=105.75599721313483 3.3434390765032731 21.067533120367443 5.3413880849257094 leaf_count=2531 69 352 112 internal_value=0 -2.97022e-05 0.000276235 internal_weight=0 126.824 8.68483 internal_count=3064 2883 181 is_linear=0 shrinkage=0.000400217 Tree=5782 num_leaves=4 num_cat=0 split_feature=133 3 43 split_gain=3.12226 5.42849 3.92313 threshold=0.088435000000000014 -0.047019999999999999 -0.07440999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0078802061951985403 -0.019578892723179881 0.0064771857168098301 0.00014249277806668343 leaf_weight=41.096559683894156 7.1456180832137761 6.0780557648686209 80.88522107148674 leaf_count=850 598 102 1513 internal_value=0 -0.00764879 0.00275422 internal_weight=0 13.2237 121.982 internal_count=3063 700 2363 is_linear=0 shrinkage=0.0204111 Tree=5783 num_leaves=4 num_cat=0 split_feature=0 47 15 split_gain=3.93025 6.42295 4.02342 threshold=-0.074249999999999997 0.086425000000000016 -0.032239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026411254808326795 0.012441688705996179 -0.014198666684289894 0.00042595605770462972 leaf_weight=67.626520878027804 18.019379046992981 15.66420609448687 32.30162152912817 leaf_count=1881 412 271 515 internal_value=0 -0.00247126 0.00474672 internal_weight=0 83.2907 50.321 internal_count=3079 2152 927 is_linear=0 shrinkage=0.0204111 Tree=5784 num_leaves=4 num_cat=0 split_feature=48 4 0 split_gain=3.47377 4.45836 2.72927 threshold=0.13342000000000001 0.15164000000000002 -0.15127999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5566582669066996e-05 -0.00056611984063816608 0.00014453796619430222 -2.6943586507948154e-05 leaf_weight=95.699890847536153 2.8547475764353294 33.132365422497969 3.0733118882053523 leaf_count=2546 24 468 53 internal_value=0 1.82675e-05 -0.000292273 internal_weight=0 128.832 5.92806 internal_count=3091 3014 77 is_linear=0 shrinkage=0.000400217 Tree=5785 num_leaves=4 num_cat=0 split_feature=2 1 51 split_gain=4.09788 4.23209 3.7587 threshold=1.0000000180025095e-35 0.11584000000000001 0.11326500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011877399678976976 0.0031405208687400737 0.0042222315692811438 -0.010254007572378158 leaf_weight=20.781963626679502 90.677403367728402 10.015781865105962 9.5469661266070016 leaf_count=566 2168 169 186 internal_value=0 -0.00664529 0.00185459 internal_weight=0 30.7977 100.224 internal_count=3089 735 2354 is_linear=0 shrinkage=0.0204111 Tree=5786 num_leaves=3 num_cat=0 split_feature=151 158 split_gain=3.13625 3.06151 threshold=-0.29526499999999994 0.084965000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041496566540651461 4.0739445013543625e-05 -0.00019840119548597543 leaf_weight=2.5436793638218651 124.31199265718169 9.0987765182435378 leaf_count=64 2707 318 internal_value=0 2.42771e-05 internal_weight=0 133.411 internal_count=3089 3025 is_linear=0 shrinkage=0.000400217 Tree=5787 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=5.18648 7.09293 5.01438 threshold=-0.10726999999999999 -0.074654999999999985 -0.015169999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00095245104925925238 -0.011291758218847829 0.001585216018645124 0.014487639928082578 leaf_weight=40.48044146009488 29.062410686681687 45.73393982872949 15.772625587909713 leaf_count=407 1595 918 134 internal_value=0 -0.00342758 0.00476878 internal_weight=0 74.7964 56.2531 internal_count=3054 2513 541 is_linear=0 shrinkage=0.0204111 Tree=5788 num_leaves=4 num_cat=0 split_feature=13 39 16 split_gain=3.50998 3.81148 3.69897 threshold=-0.10462499999999998 0.15608500000000003 0.22078000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0092809506889219105 -0.0028519732649598178 0.023129647050538153 -0.011338914367929186 leaf_weight=22.587163455085832 102.45877517928238 2.2964357540477058 4.2145679257810107 leaf_count=286 2706 26 33 internal_value=0 -0.00225832 0.0060048 internal_weight=0 104.755 26.8017 internal_count=3051 2732 319 is_linear=0 shrinkage=0.0204111 Tree=5789 num_leaves=4 num_cat=0 split_feature=0 47 3 split_gain=4.00612 7.10961 4.2054 threshold=-0.11471499999999998 0.077065000000000008 0.17769000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0086410108132597332 -0.0036866592495909101 -0.010487604106982023 0.01669289564816602 leaf_weight=39.414978198954486 78.676857097510947 10.078461702796629 4.3471179096959522 leaf_count=391 2500 100 73 internal_value=0 0.00473093 -0.00259855 internal_weight=0 49.4934 83.024 internal_count=3064 491 2573 is_linear=0 shrinkage=0.0204111 Tree=5790 num_leaves=3 num_cat=0 split_feature=52 14 split_gain=4.42691 3.41672 threshold=-0.40306999999999998 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021010030126830326 0.00049288020103830179 -0.021617156090736805 leaf_weight=4.2104723274169364 127.12494089813117 2.8680385902553089 leaf_count=308 2723 96 internal_value=0 -1.31179e-05 internal_weight=0 129.993 internal_count=3127 2819 is_linear=0 shrinkage=0.0204111 Tree=5791 num_leaves=4 num_cat=0 split_feature=16 0 48 split_gain=3.92757 4.49454 0.41193 threshold=-0.54213499999999992 -0.075359999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020596598636064313 -0.0049258575523243595 0.0028963425939275943 0.0090533085241448451 leaf_weight=2.9491548982914537 77.602701803036325 50.38639374099148 2.7569679241860277 leaf_count=44 2055 933 43 internal_value=0 -0.0018466 0.0153009 internal_weight=0 127.989 5.70612 internal_count=3075 2988 87 is_linear=0 shrinkage=0.0204111 Tree=5792 num_leaves=3 num_cat=0 split_feature=376 484 split_gain=3.66717 3.72775 threshold=0.08801500000000001 -0.0048899999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00027672737636958355 0.00034541432623605705 2.3595884407603745e-06 leaf_weight=8.058476159534619 4.5732646411051965 124.09740489332034 leaf_count=469 70 2584 internal_value=0 -1.48782e-05 internal_weight=0 132.156 internal_count=3123 3053 is_linear=0 shrinkage=0.000400217 Tree=5793 num_leaves=4 num_cat=0 split_feature=2 0 123 split_gain=4.19118 5.06458 3.48721 threshold=0.097925000000000012 -0.23098999999999997 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032393655703387555 4.8484510709815047e-05 -8.5297007725896535e-05 0.00035501091523086424 leaf_weight=5.0811848944285876 49.844050786563457 72.408968186937273 6.6468916481826446 leaf_count=37 802 2133 134 internal_value=0 -5.80341e-05 8.51822e-05 internal_weight=0 77.4902 56.4909 internal_count=3106 2170 936 is_linear=0 shrinkage=0.000400217 Tree=5794 num_leaves=4 num_cat=0 split_feature=150 4 0 split_gain=3.3122 6.08541 4.64294 threshold=0.082085000000000019 0.0019650000000000002 -0.07087499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012338606322171678 -9.3590198868101637e-05 0.00026139753253950638 5.0497511871445113e-05 leaf_weight=62.150508841878036 14.52094513733755 16.332003386341967 40.575979717628798 leaf_count=1984 226 160 703 internal_value=0 9.45882e-05 -5.47235e-05 internal_weight=0 30.8529 102.726 internal_count=3073 386 2687 is_linear=0 shrinkage=0.000400217 Tree=5795 num_leaves=4 num_cat=0 split_feature=16 0 1 split_gain=4.97405 5.94981 3.6237 threshold=-0.066844999999999988 -0.22988499999999998 0.13130500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.8221227685963851e-05 0.00036264416035887708 -0.00010691803412451714 0.0003885819595115718 leaf_weight=59.455771742792422 4.5153714634943745 66.129829980050999 5.3653013719595029 leaf_count=1393 24 1555 143 internal_value=0 -7.6379e-05 7.70147e-05 internal_weight=0 70.6452 64.8211 internal_count=3115 1579 1536 is_linear=0 shrinkage=0.000400217 Tree=5796 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=3.47216 3.57486 threshold=-0.29526499999999994 0.11008500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044470623449641052 -2.1233542878682239e-05 0.0002292721710020572 leaf_weight=2.7903879584628148 119.07116561927614 9.769168343042109 leaf_count=70 2834 181 internal_value=0 -2.05666e-06 internal_weight=0 128.84 internal_count=3085 3015 is_linear=0 shrinkage=0.000400217 Tree=5797 num_leaves=3 num_cat=0 split_feature=1132 123 split_gain=2.93568 4.28206 threshold=-1.0000000180025095e-35 0.088120000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023584092160572254 0.00018467251350402081 0.017124333023785705 leaf_weight=1.939285322325303 125.61697079809528 6.4288055999204508 leaf_count=26 2896 142 internal_value=0 0.00102321 internal_weight=0 132.046 internal_count=3064 3038 is_linear=0 shrinkage=0.0204111 Tree=5798 num_leaves=4 num_cat=0 split_feature=403 13 15 split_gain=3.02281 2.96701 0.398207 threshold=-0.092224999999999988 -0.10462499999999998 -0.14731999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.6347434841487001e-05 0.00013788888933503036 -1.1571158618623542e-05 -0.00040141526470665928 leaf_weight=0.23812886426458169 26.595349478971912 104.51648519465016 3.0500378046781398 leaf_count=17 296 2404 360 internal_value=0 1.88378e-05 -0.000363382 internal_weight=0 131.112 3.28817 internal_count=3077 2700 377 is_linear=0 shrinkage=0.000400217 Tree=5799 num_leaves=4 num_cat=0 split_feature=131 40 132 split_gain=4.15857 4.46416 3.59771 threshold=0.08956500000000002 -1.0000000180025095e-35 0.087955000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.3045157439584207e-05 0.00037666126118550462 -0.0003755592978962782 0.00033898113062153748 leaf_weight=124.11407566016351 1.4199768301914444 7.5331020675657765 5.5609863474965087 leaf_count=2535 33 364 102 internal_value=0 -0.000253077 2.7303e-05 internal_weight=0 8.95308 129.675 internal_count=3034 397 2637 is_linear=0 shrinkage=0.000400217 Tree=5800 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=3.6048 3.55646 threshold=-0.24552499999999997 -0.063379999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025167755939880285 0.0057094974939808033 -0.0011808474104273439 leaf_weight=2.0688753338763481 48.481392325651541 87.148646684818232 leaf_count=23 1339 1720 internal_value=0 0.00128481 internal_weight=0 135.63 internal_count=3082 3059 is_linear=0 shrinkage=0.0204111 Tree=5801 num_leaves=4 num_cat=0 split_feature=2 1443 1374 split_gain=3.53792 4.32811 3.07006 threshold=0.092120000000000021 0.088930000000000023 0.090240000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8237184543864472e-05 7.4816437277153909e-05 0.00053323961238728923 -0.00038681445199066877 leaf_weight=63.425370924269373 66.979481016540376 1.7366468845284533 2.2797256646445012 leaf_count=1851 1182 26 34 internal_value=0 -7.07878e-05 5.90217e-05 internal_weight=0 65.162 69.2592 internal_count=3093 1877 1216 is_linear=0 shrinkage=0.000400217 Tree=5802 num_leaves=4 num_cat=0 split_feature=376 133 12 split_gain=3.28557 5.23073 1.09019 threshold=0.048375000000000008 0.087285000000000015 -0.016169999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018374711002264509 0.016926130329846086 -0.013919594357267279 0.0012196844048891621 leaf_weight=117.36572288034586 7.175573602959048 9.3739101758474117 2.4879584154114109 leaf_count=2188 137 728 14 internal_value=0 0.00066079 0.0129427 internal_weight=0 126.74 9.66353 internal_count=3067 2916 151 is_linear=0 shrinkage=0.0204111 Tree=5803 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=3.85151 4.93053 threshold=0.084445000000000006 0.17769000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.531734412519538e-05 -0.019902884179062167 0.017466785394308328 leaf_weight=121.0896016935767 3.7014994621349606 6.9696953822276546 leaf_count=2931 50 120 internal_value=0 0.000912758 internal_weight=0 128.059 internal_count=3101 3051 is_linear=0 shrinkage=0.0204111 Tree=5804 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=3.07174 3.86208 threshold=0.084955000000000017 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.5692640026157118e-05 -0.00036732859427569407 0.00040325618014798979 leaf_weight=133.87987717564465 3.1160975755192331 4.1376290928455992 leaf_count=2913 45 118 internal_value=0 2.76289e-05 internal_weight=0 138.018 internal_count=3076 3031 is_linear=0 shrinkage=0.000400217 Tree=5805 num_leaves=3 num_cat=0 split_feature=160 0 split_gain=3.24332 3.57741 threshold=-0.25833999999999996 -0.074479999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022049639165350111 -0.0021257979299848309 0.0048994323521245903 leaf_weight=2.6076127190026446 81.527361412507162 47.815070919430582 leaf_count=256 1972 873 internal_value=0 0.000473268 internal_weight=0 129.342 internal_count=3101 2845 is_linear=0 shrinkage=0.0204111 Tree=5806 num_leaves=4 num_cat=0 split_feature=156 49 157 split_gain=3.19933 3.10765 0.327152 threshold=0.11896500000000002 -0.085934999999999984 -0.0086849999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017208569404800629 -0.00023186175372262881 2.3127771854591452e-05 -0.0006265333237928483 leaf_weight=14.576282606096354 0.70824724021076679 117.85151080637297 1.2268796735443164 leaf_count=163 39 2814 61 internal_value=0 1.51347e-06 -0.000502668 internal_weight=0 132.428 1.93513 internal_count=3077 2977 100 is_linear=0 shrinkage=0.000400217 Tree=5807 num_leaves=3 num_cat=0 split_feature=31 147 split_gain=3.44803 2.75931 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021637199106794135 -0.024915582332480101 -0.00028232933841908979 leaf_weight=2.847805827506817 1.8099635045509774 132.86925293893 leaf_count=100 29 2981 internal_value=0 -0.000633799 internal_weight=0 134.679 internal_count=3110 3010 is_linear=0 shrinkage=0.0204111 Tree=5808 num_leaves=3 num_cat=0 split_feature=482 39 split_gain=2.87034 2.9427 threshold=0.10022500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011750125924757977 -0.023032321552015535 0.0023778284035132985 leaf_weight=6.3423813582630819 1.8723660004980036 127.55766142995344 leaf_count=71 111 2882 internal_value=0 0.00169938 internal_weight=0 133.9 internal_count=3064 2953 is_linear=0 shrinkage=0.0204111 Tree=5809 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=3.22556 2.66134 threshold=-1.0000000180025095e-35 0.07252500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022329683252742712 -0.0013077353925792729 0.0048555873376980082 leaf_weight=2.7946701101609497 94.250671605354 42.14975581188628 leaf_count=89 2503 543 internal_value=0 0.000599243 internal_weight=0 136.4 internal_count=3135 3046 is_linear=0 shrinkage=0.0204111 Tree=5810 num_leaves=3 num_cat=0 split_feature=4 483 split_gain=4.26738 3.7075 threshold=0.51026500000000008 0.079055000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.8295034418766189e-07 0.00042539745278079825 -0.00030969107503817659 leaf_weight=123.66787254381779 3.510373374389018 6.3848068155857609 leaf_count=2660 142 293 internal_value=0 -1.4998e-05 internal_weight=0 130.053 internal_count=3095 2953 is_linear=0 shrinkage=0.000400217 Tree=5811 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=4.60167 4.20509 threshold=0.26950500000000005 -0.16270999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025905861353954393 -0.00044737169812237172 -1.1678776781799262e-05 leaf_weight=9.8301034099422377 3.5278470681223544 121.23238986781507 leaf_count=150 68 2859 internal_value=0 8.83118e-06 internal_weight=0 131.062 internal_count=3077 3009 is_linear=0 shrinkage=0.000400217 Tree=5812 num_leaves=3 num_cat=0 split_feature=1373 156 split_gain=2.87811 2.87156 threshold=0.09586500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021109774433905347 -0.023794646899929245 0.0017486318329055556 leaf_weight=2.2182065682500243 1.8108631368522754 132.6670499479369 leaf_count=159 27 2923 internal_value=0 0.00135553 internal_weight=0 134.885 internal_count=3109 3082 is_linear=0 shrinkage=0.0204111 Tree=5813 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=3.27119 3.8649 threshold=0.10657000000000001 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011179440703775924 -0.018950356263718462 -0.00073390984388799695 leaf_weight=12.403058059629982 3.6374129482574054 121.24595917852275 leaf_count=231 42 2821 internal_value=0 0.00038012 internal_weight=0 133.649 internal_count=3094 3052 is_linear=0 shrinkage=0.0204111 Tree=5814 num_leaves=4 num_cat=0 split_feature=1 4 1186 split_gain=3.33067 7.00711 4.327 threshold=1.0000000180025095e-35 -0.14236999999999997 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013532319504357286 2.0846397412211842e-05 -0.00020337073420608436 0.00045662142812947858 leaf_weight=14.355386507173533 92.385237905808026 30.194238483349181 3.6885515686590216 leaf_count=70 1509 1521 26 internal_value=0 -9.41665e-05 3.80891e-05 internal_weight=0 44.5496 96.0738 internal_count=3126 1591 1535 is_linear=0 shrinkage=0.000400217 Tree=5815 num_leaves=4 num_cat=0 split_feature=1 47 42 split_gain=3.80019 3.89595 1.87352 threshold=0.12263000000000002 0.11764000000000001 0.099955000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.7262845046771193e-05 8.9874162088444609e-05 -0.00041620788206178183 0.00041147896846084408 leaf_weight=110.93362101080857 14.869453367660755 4.1736185708432449 3.5254096487769848 leaf_count=2690 242 73 73 internal_value=0 -4.17562e-05 0.000153627 internal_weight=0 115.107 18.3949 internal_count=3078 2763 315 is_linear=0 shrinkage=0.000400217 Tree=5816 num_leaves=4 num_cat=0 split_feature=52 133 4 split_gain=3.78857 3.99846 3.43891 threshold=0.18767000000000003 -0.23060499999999998 0.11711500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.129651564943797e-05 0.00054585583303696291 -0.00035951034405723686 0.00010607758062583655 leaf_weight=93.526216974460112 0.76636065545608278 7.8856484983116371 34.669672358242678 leaf_count=2324 20 357 463 internal_value=0 -0.000273367 -1.38244e-06 internal_weight=0 8.65201 128.196 internal_count=3164 377 2787 is_linear=0 shrinkage=0.000400217 Tree=5817 num_leaves=4 num_cat=0 split_feature=0 4 14 split_gain=3.4071 5.30887 4.1074 threshold=-0.10726999999999999 0.079900000000000013 -0.13131999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031474608210423744 -0.00011340732975027993 0.00015259215873140414 9.613545083139278e-05 leaf_weight=4.0903257226455016 61.651216067381029 14.818755911692277 54.084550186642446 leaf_count=53 2201 300 513 internal_value=0 -6.17128e-05 6.66969e-05 internal_weight=0 76.47 58.1749 internal_count=3067 2501 566 is_linear=0 shrinkage=0.000400217 Tree=5818 num_leaves=4 num_cat=0 split_feature=480 42 16 split_gain=4.44015 3.53396 0.36567 threshold=0.086640000000000009 -0.108275 -0.26194999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013541415871024918 -0.0035953922618692747 0.0025551367110293434 -0.023059171647617491 leaf_weight=5.8361292223635237 0.51053973357193205 127.81203493737121 3.172974960798455 leaf_count=177 13 2681 185 internal_value=0 0.00184149 -0.0205471 internal_weight=0 133.648 3.68351 internal_count=3056 2858 198 is_linear=0 shrinkage=0.0204111 Tree=5819 num_leaves=4 num_cat=0 split_feature=43 156 15 split_gain=3.69452 3.30077 0.837157 threshold=0.25537500000000007 0.091280000000000014 -0.24211499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.500221169324577e-05 5.9413810061494962e-05 -0.00022252499097932563 -0.00050085492217358187 leaf_weight=128.07240763177469 0.47637906949967179 9.1400145480147312 2.7368623231886877 leaf_count=2654 11 261 180 internal_value=0 8.3459e-06 -0.000418589 internal_weight=0 137.212 3.21324 internal_count=3106 2915 191 is_linear=0 shrinkage=0.000400217 Tree=5820 num_leaves=4 num_cat=0 split_feature=133 43 123 split_gain=3.80213 4.88385 2.59799 threshold=0.10681500000000001 0.0035350000000000004 0.10832000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.038953827760864e-05 -0.00046656551372959776 0.00019667284624875096 0.00035833227402402032 leaf_weight=111.33841013518031 3.895432162222277 21.707034359449608 0.63647280633449543 leaf_count=2226 405 427 13 internal_value=0 2.35307e-05 -0.000344868 internal_weight=0 133.045 4.5319 internal_count=3071 2653 418 is_linear=0 shrinkage=0.000400217 Tree=5821 num_leaves=4 num_cat=0 split_feature=156 1365 3 split_gain=3.50967 3.33814 0.253556 threshold=0.11896500000000002 0.085225000000000009 0.13311000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8027284510096608e-05 -0.00032376770114842229 -0.00041670487085687511 -0.00069382592552860267 leaf_weight=136.58262430685136 0.98685501317959168 2.6461271579028098 0.83467461355030537 leaf_count=2984 93 48 6 internal_value=0 1.92468e-05 -0.000523698 internal_weight=0 139.229 1.82153 internal_count=3131 3032 99 is_linear=0 shrinkage=0.000400217 Tree=5822 num_leaves=4 num_cat=0 split_feature=1 131 43 split_gain=4.38571 4.3261 2.09767 threshold=0.121715 0.092255000000000018 -0.25406999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011437164657199107 -0.010320212096458897 -0.019295496955621418 0.011493223570219174 leaf_weight=106.01421955906699 1.9968629255890871 5.6569719372491809 15.317496094969099 leaf_count=2449 9 280 296 internal_value=0 -0.00208164 0.00892734 internal_weight=0 111.671 17.3144 internal_count=3034 2729 305 is_linear=0 shrinkage=0.0204111 Tree=5823 num_leaves=4 num_cat=0 split_feature=1456 44 3 split_gain=3.82002 3.3679 0.588917 threshold=-1.0000000180025095e-35 0.081835000000000019 -0.15337999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0037943745976434713 0.0016440121556242995 -0.018259972230232326 -0.020903866635596971 leaf_weight=0.41349313873797644 127.7921058840293 3.5309484684839836 3.7841870017327883 leaf_count=6 2744 46 278 internal_value=0 0.00109374 -0.0184356 internal_weight=0 131.323 4.19768 internal_count=3074 2790 284 is_linear=0 shrinkage=0.0204111 Tree=5824 num_leaves=4 num_cat=0 split_feature=10 11 147 split_gain=3.83806 3.81044 0.00912894 threshold=0.08302000000000001 0.088160000000000002 0.086130000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8553151436436565e-05 0.00029830731544185443 -0.00036048944792814133 0.00042850192233431658 leaf_weight=126.90064412724678 1.856246767798438 5.3329444641130967 1.8564878748729823 leaf_count=2904 70 99 10 internal_value=0 -3.26367e-05 0.000374047 internal_weight=0 132.234 3.71273 internal_count=3083 3003 80 is_linear=0 shrinkage=0.000400217 Tree=5825 num_leaves=4 num_cat=0 split_feature=42 132 42 split_gain=3.49872 6.4777 4.89867 threshold=-1.0000000180025095e-35 0.081055000000000016 0.085675000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01569386721222291 0.0039551693725487971 0.010794176471299672 -0.0053474643498372569 leaf_weight=13.293165464754567 85.089910278431489 5.3027988951944272 32.501523945964436 leaf_count=697 1055 155 1193 internal_value=0 -0.00812118 0.00138134 internal_weight=0 18.596 117.591 internal_count=3100 852 2248 is_linear=0 shrinkage=0.0204111 Tree=5826 num_leaves=4 num_cat=0 split_feature=131 128 12 split_gain=5.16618 4.18779 4.10623 threshold=0.08956500000000002 0.081680000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1202457879000683e-05 0.00017258799052711943 -0.00042533819002846143 -0.00045467396271736308 leaf_weight=120.07095220427436 2.110352783696726 3.5141097987543608 7.0983068585046549 leaf_count=2475 66 185 338 internal_value=0 -1.58423e-06 -0.000310578 internal_weight=0 123.585 9.20866 internal_count=3064 2660 404 is_linear=0 shrinkage=0.000400217 Tree=5827 num_leaves=4 num_cat=0 split_feature=13 1 13 split_gain=2.7114 5.31899 2.64927 threshold=0.077550000000000022 0.076845000000000011 0.17226500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015522369674339382 0.00028849268180467451 3.3076245416521462e-05 3.0934687353802088e-06 leaf_weight=33.212080266195699 9.6850374689820473 86.040220019203844 11.131499324779723 leaf_count=1436 162 1318 185 internal_value=0 -1.94622e-05 0.00013671 internal_weight=0 119.252 20.8165 internal_count=3101 2754 347 is_linear=0 shrinkage=0.000400217 Tree=5828 num_leaves=4 num_cat=0 split_feature=1213 1 157 split_gain=5.07348 4.00657 1.73723 threshold=-1.0000000180025095e-35 0.098395000000000024 -0.081534999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031484033458497327 -2.9098815166686957e-05 0.0001149799738029573 -0.0004482459928099413 leaf_weight=0.45250045601278532 76.600438357563689 51.68373212388542 4.6197542138361305 leaf_count=5 1809 800 460 internal_value=0 2.8998e-05 -0.000374841 internal_weight=0 128.284 5.07225 internal_count=3074 2609 465 is_linear=0 shrinkage=0.000400217 Tree=5829 num_leaves=3 num_cat=0 split_feature=4 483 split_gain=3.42144 3.84774 threshold=0.51074000000000008 0.080590000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011143028735645783 0.021419999113251185 -0.01538597266188926 leaf_weight=124.51674003003427 3.1751065549324258 6.067874363900045 leaf_count=2669 142 291 internal_value=0 0.00033506 internal_weight=0 130.585 internal_count=3102 2960 is_linear=0 shrinkage=0.0204111 Tree=5830 num_leaves=4 num_cat=0 split_feature=1429 48 159 split_gain=3.66723 3.53023 0.171511 threshold=-1.0000000180025095e-35 -0.11266 0.10843500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019753210194256146 -0.022722633366590798 0.0006416088876129997 -0.036724022968210444 leaf_weight=1.6389042729060741 2.6410012875130624 126.12994856040677 0.57502400316297997 leaf_count=135 35 2943 7 internal_value=0 0.000143101 -0.0257167 internal_weight=0 128.771 2.21393 internal_count=3120 2978 142 is_linear=0 shrinkage=0.0204111 Tree=5831 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=3.07507 9.07638 6.71449 threshold=-0.10726999999999999 -0.074479999999999977 0.077065000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012961776368974629 -0.00023849447559156508 4.0825597754698539e-05 -0.00018961215873702832 leaf_weight=46.240682982301223 29.536299665993283 50.086658485743101 13.558719231863504 leaf_count=457 1575 920 119 internal_value=0 -6.29782e-05 5.70175e-05 internal_weight=0 79.623 59.7994 internal_count=3071 2495 576 is_linear=0 shrinkage=0.000400217 Tree=5832 num_leaves=4 num_cat=0 split_feature=3 38 132 split_gain=2.79349 3.49432 2.04384 threshold=-0.16935999999999998 0.12641000000000005 0.080815000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0038252513695312715 -0.00088835558200701763 -0.027608077614334491 0.024191962519265676 leaf_weight=6.9498663353151624 121.39951217844282 1.9621908005792636 2.8346467292867601 leaf_count=120 2951 16 17 internal_value=0 -0.00133801 0.00993259 internal_weight=0 123.362 9.78451 internal_count=3104 2967 137 is_linear=0 shrinkage=0.0204111 Tree=5833 num_leaves=4 num_cat=0 split_feature=1429 51 484 split_gain=3.15876 3.3241 0.324722 threshold=-1.0000000180025095e-35 -0.09021499999999999 0.09129000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016285786308036648 0.0086718886331153371 -0.00070906148208192189 -0.035327167126029818 leaf_weight=1.6614455524395446 18.101806467631832 115.61914083347074 0.64197343063642609 leaf_count=123 311 2634 18 internal_value=0 0.000567031 -0.0229843 internal_weight=0 133.721 2.30342 internal_count=3086 2945 141 is_linear=0 shrinkage=0.0204111 Tree=5834 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=4.59381 7.47987 3.97811 threshold=0.0064450000000000011 -0.0017949999999999999 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033479445313235821 0.00637909603871596 -0.019307488437075367 -0.014855362994685109 leaf_weight=66.398167001123511 52.008324500318849 9.8437171498735534 3.8493480868637553 leaf_count=1996 827 204 44 internal_value=0 -0.00280911 0.00488896 internal_weight=0 76.2419 55.8577 internal_count=3071 2200 871 is_linear=0 shrinkage=0.0204111 Tree=5835 num_leaves=4 num_cat=0 split_feature=1 133 13 split_gain=3.8933 3.37987 1.97757 threshold=0.12700000000000003 -0.24166499999999999 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047226267185465658 0.00045069944115124389 4.6057620315197996e-06 0.00011323808794747523 leaf_weight=2.316965081889065 4.1638521409477098 119.67628499114653 8.2806883510202152 leaf_count=194 144 2635 114 internal_value=0 -4.87594e-06 0.000229162 internal_weight=0 121.993 12.4445 internal_count=3087 2829 258 is_linear=0 shrinkage=0.000400217 Tree=5836 num_leaves=4 num_cat=0 split_feature=3 39 12 split_gain=3.79845 3.60685 2.73233 threshold=0.17769000000000004 0.15608500000000003 -0.054684999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8403287789621631e-05 -7.9416585832334181e-05 0.00045870846154293966 0.0003815715653408672 leaf_weight=124.70365835443226 2.9167215522611514 2.3714467242825767 6.6291414364241046 leaf_count=2887 66 26 95 internal_value=0 -1.89171e-05 0.00024143 internal_weight=0 127.075 9.54586 internal_count=3074 2913 161 is_linear=0 shrinkage=0.000400217 Tree=5837 num_leaves=3 num_cat=0 split_feature=156 43 split_gain=2.88888 2.83634 threshold=-1.0000000180025095e-35 -0.063379999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041367020775338913 0.00010101749070706783 -1.8453170493203998e-05 leaf_weight=2.3230341639646204 50.679551197914407 85.183748423871293 leaf_count=159 1305 1657 internal_value=0 2.61581e-05 internal_weight=0 135.863 internal_count=3121 2962 is_linear=0 shrinkage=0.000400217 Tree=5838 num_leaves=4 num_cat=0 split_feature=484 150 1444 split_gain=3.45728 4.00384 3.44593 threshold=-0.0048899999999999994 0.094545000000000018 -0.081839999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019767725682867828 0.027636407799355563 0.014456564576413689 -0.0005410246373800619 leaf_weight=7.2282391548251308 1.723529707698616 1.6803826917894182 121.28568442539108 leaf_count=465 20 20 2587 internal_value=0 -0.0132129 -0.000121446 internal_weight=0 8.90862 123.009 internal_count=3092 485 2607 is_linear=0 shrinkage=0.0204111 Tree=5839 num_leaves=4 num_cat=0 split_feature=15 15 2 split_gain=3.09907 3.33895 3.08079 threshold=0.098970000000000016 0.094970000000000013 0.14870000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00078647983682756371 -0.017229964769149942 0.026541720172992677 0.012535841099165826 leaf_weight=125.14291723884526 7.0238988331329875 2.021060120954643 1.7306501965504137 leaf_count=2706 305 76 25 internal_value=0 0.00121881 -0.0112617 internal_weight=0 127.164 8.75455 internal_count=3112 2782 330 is_linear=0 shrinkage=0.0204111 Tree=5840 num_leaves=4 num_cat=0 split_feature=133 43 52 split_gain=3.1011 2.96403 0.168274 threshold=-0.26577499999999993 0.21122500000000002 -0.031184999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0065270843641095661 0.0004580547356314633 0.019191014584764309 -0.024605489984584079 leaf_weight=0.3491612925572557 134.89761609656125 3.5013650814071289 1.9695700329066301 leaf_count=34 2882 35 152 internal_value=0 0.000947111 -0.0223093 internal_weight=0 138.399 2.31873 internal_count=3103 2917 186 is_linear=0 shrinkage=0.0204111 Tree=5841 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=2.83537 3.29254 threshold=-0.40941499999999992 0.11008500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038226388569310044 -1.5130162416797943e-05 0.00021970813919496558 leaf_weight=3.025197113514877 126.99799410128981 10.228819115240183 leaf_count=64 2840 191 internal_value=0 2.53942e-06 internal_weight=0 137.227 internal_count=3095 3031 is_linear=0 shrinkage=0.000400217 Tree=5842 num_leaves=4 num_cat=0 split_feature=15 159 14 split_gain=3.98962 3.72477 1.55636 threshold=-0.24269999999999997 0.10684 -0.47006999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.005564897220506718 -3.8877013016482539e-05 -0.018574230977178297 0.016332018255376505 leaf_weight=1.5598721504793491 120.71530738953879 4.5804137187369625 8.1351618174812739 leaf_count=33 2702 170 212 internal_value=0 -0.000732449 0.0127856 internal_weight=0 125.296 9.69503 internal_count=3117 2872 245 is_linear=0 shrinkage=0.0204111 Tree=5843 num_leaves=4 num_cat=0 split_feature=4 1365 376 split_gain=4.3334 3.22117 1.01785 threshold=-0.49977499999999991 1.0000000180025095e-35 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022744047151478732 0.0013848121647438841 -0.020042981189005996 -0.0036509013729749493 leaf_weight=3.9705399296944952 121.31664087314857 2.8830606857663943 1.6948549225926397 leaf_count=117 2904 56 15 internal_value=0 0.000869802 -0.0172136 internal_weight=0 124.2 5.66539 internal_count=3092 2960 132 is_linear=0 shrinkage=0.0204111 Tree=5844 num_leaves=3 num_cat=0 split_feature=51 1373 split_gain=2.96937 3.05621 threshold=-0.40148999999999996 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042114609253392433 1.1571111458226212e-05 -0.00046733053270899493 leaf_weight=2.579602750891353 127.45203698723708 2.0587909157620734 leaf_count=108 2930 26 internal_value=0 3.56107e-06 internal_weight=0 129.511 internal_count=3064 2956 is_linear=0 shrinkage=0.000400217 Tree=5845 num_leaves=4 num_cat=0 split_feature=1447 13 123 split_gain=3.05692 3.08478 2.84437 threshold=-1.0000000180025095e-35 -0.5318799999999998 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046536037071386055 -0.00037286911116714175 1.5173635551805554e-05 0.00035789108686108109 leaf_weight=3.7664926880388512 3.2572267370996988 125.82832531452368 0.72653031744994212 leaf_count=273 35 2754 12 internal_value=0 5.06746e-06 -0.000326774 internal_weight=0 129.086 4.49302 internal_count=3074 2789 285 is_linear=0 shrinkage=0.000400217 Tree=5846 num_leaves=4 num_cat=0 split_feature=41 4 12 split_gain=3.26507 3.34745 1.106 threshold=0.082980000000000012 0.27044500000000005 0.09117500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037466549067035319 -0.0069024732668393086 0.0090981269814482141 -0.024565965959639682 leaf_weight=107.53096740766341 3.9081092374399296 18.053593388642184 2.398241197981406 leaf_count=2667 81 339 29 internal_value=0 0.000994001 -0.0139311 internal_weight=0 125.585 6.30635 internal_count=3116 3006 110 is_linear=0 shrinkage=0.0204111 Tree=5847 num_leaves=4 num_cat=0 split_feature=2 1443 457 split_gain=2.85369 4.22727 4.152 threshold=0.089985000000000023 0.088930000000000023 0.31089000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0042273037442235152 0.00171550765780439 0.027236678080304021 0.023641388517655654 leaf_weight=55.28518606014768 74.526538979516772 1.7272638852009539 3.670377016067504 leaf_count=1674 1373 21 18 internal_value=0 -0.00322255 0.00277699 internal_weight=0 57.0124 78.1969 internal_count=3086 1695 1391 is_linear=0 shrinkage=0.0204111 Tree=5848 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=3.15093 5.62263 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00029883001506544925 0.01529934799915343 -0.02440405832692694 leaf_weight=125.42527325311676 4.9770993024576446 4.0533648661803445 leaf_count=2989 65 42 internal_value=0 -0.00107388 internal_weight=0 129.479 internal_count=3096 3031 is_linear=0 shrinkage=0.0204111 Tree=5849 num_leaves=4 num_cat=0 split_feature=160 401 15 split_gain=3.18656 2.88283 0.141239 threshold=-0.25833999999999996 0.082280000000000006 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011116153928062139 7.9687855566159831e-06 -0.00031879873508453921 -0.00043423880419941429 leaf_weight=0.33391351776663247 124.13976026282035 4.3684589072072404 2.8013449971695072 leaf_count=21 2535 253 250 internal_value=0 -3.40708e-06 -0.00040485 internal_weight=0 128.508 3.13526 internal_count=3059 2788 271 is_linear=0 shrinkage=0.000400217 Tree=5850 num_leaves=4 num_cat=0 split_feature=2 0 453 split_gain=3.13737 5.2011 3.06819 threshold=0.097925000000000012 -0.06951499999999998 0.091855000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.006726394945296808 0.0041973021156550454 0.0046295710566324252 -0.019160694150248507 leaf_weight=53.808538234807202 52.693483673476294 24.315721715334803 2.341900599654763 leaf_count=1868 920 332 26 internal_value=0 -0.00319035 0.00316647 internal_weight=0 78.1243 55.0354 internal_count=3146 2200 946 is_linear=0 shrinkage=0.0204111 Tree=5851 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=3.47912 3.19987 threshold=-0.40187499999999993 0.10681500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043461038813479377 3.832759145424064e-05 -0.00028751658958677228 leaf_weight=2.5676953704896723 127.46979156822636 4.9059407321547033 leaf_count=256 2443 416 internal_value=0 2.60188e-05 internal_weight=0 132.376 internal_count=3115 2859 is_linear=0 shrinkage=0.000400217 Tree=5852 num_leaves=4 num_cat=0 split_feature=11 3 4 split_gain=2.83804 4.09226 3.08916 threshold=0.081130000000000022 -0.13559999999999997 0.24814500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012326648567042329 -0.023702528165084304 0.00045666577425968185 -0.00024647703850400065 leaf_weight=13.450990613666361 3.8097902691806649 112.29539367912366 5.8025511475279927 leaf_count=140 126 2767 48 internal_value=0 0.00173623 -0.00970901 internal_weight=0 125.746 9.61234 internal_count=3081 2907 174 is_linear=0 shrinkage=0.0204111 Tree=5853 num_leaves=4 num_cat=0 split_feature=42 42 132 split_gain=4.40949 3.44931 3.35956 threshold=-1.0000000180025095e-35 0.084050000000000014 0.081055000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015958148052312614 0.0036834471028119359 -0.003795386022379717 0.0044096702704913456 leaf_weight=11.591639862035665 77.381929983486771 38.328777579783491 4.6826616015168829 leaf_count=672 874 1394 148 internal_value=0 0.00120483 -0.0101076 internal_weight=0 115.711 16.2743 internal_count=3088 2268 820 is_linear=0 shrinkage=0.0204111 Tree=5854 num_leaves=4 num_cat=0 split_feature=123 0 3 split_gain=3.32807 3.82651 2.22414 threshold=0.083715000000000026 -0.10726999999999999 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9975024034838757e-05 0.00039708131582367161 -9.4341868777450259e-05 4.9351455161700772e-05 leaf_weight=50.872985480062198 4.6986185819841921 69.522537427536008 7.6995673619676364 leaf_count=482 96 2390 154 internal_value=0 -3.33712e-05 0.000183507 internal_weight=0 120.396 12.3982 internal_count=3122 2872 250 is_linear=0 shrinkage=0.000400217 Tree=5855 num_leaves=4 num_cat=0 split_feature=1 42 42 split_gain=3.81906 5.64962 1.86251 threshold=0.12263000000000002 0.10077000000000001 0.099955000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9911743037058213e-06 0.00010266158675975623 -0.00039254142450102574 0.00042087232933377637 leaf_weight=108.21654484890314 14.8795426049619 6.338843896155594 3.6023646639659992 leaf_count=2481 235 304 69 internal_value=0 -2.86878e-05 0.000166846 internal_weight=0 114.555 18.4819 internal_count=3089 2785 304 is_linear=0 shrinkage=0.000400217 Tree=5856 num_leaves=4 num_cat=0 split_feature=1 158 3 split_gain=4.09005 5.06014 3.51831 threshold=0.094405000000000003 0.084965000000000027 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019071219742197339 0.0076188063339043734 -0.022981943083617166 -0.0027569060974853067 leaf_weight=68.499928978802927 37.342013034867705 4.9905130864717639 21.317909360281192 leaf_count=1940 678 206 254 internal_value=0 -0.00337103 0.00385005 internal_weight=0 73.4904 58.6599 internal_count=3078 2146 932 is_linear=0 shrinkage=0.0204111 Tree=5857 num_leaves=4 num_cat=0 split_feature=42 39 453 split_gain=3.36386 4.50539 3.44307 threshold=-1.0000000180025095e-35 0.16168500000000002 0.091855000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011185471578475088 0.0018771878659851584 0.023932021691614416 -0.020948429719422918 leaf_weight=16.732740811563421 114.97830409547169 1.5682922303676594 2.7090824975166461 leaf_count=859 2233 3 39 internal_value=0 -0.00804888 0.00133235 internal_weight=0 18.301 117.687 internal_count=3134 862 2272 is_linear=0 shrinkage=0.0204111 Tree=5858 num_leaves=4 num_cat=0 split_feature=147 13 150 split_gain=3.0086 2.77003 1.78972 threshold=0.088565000000000019 -0.083499999999999977 0.087790000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0037393596973949584 0.00067486858768190348 -0.0028252703192268788 0.019588238871542537 leaf_weight=39.489222491407418 3.5613402634626237 82.607610776616639 4.9422599473036826 leaf_count=931 56 2055 71 internal_value=0 -0.000700621 0.011779 internal_weight=0 122.097 8.5036 internal_count=3113 2986 127 is_linear=0 shrinkage=0.0204111 Tree=5859 num_leaves=4 num_cat=0 split_feature=42 160 43 split_gain=5.9114 5.45815 4.13974 threshold=-1.0000000180025095e-35 -0.064629999999999979 -0.19537999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0090656812078688948 0.018265514909975342 -0.016829546115560153 0.0023337499348682479 leaf_weight=4.6214391159810502 7.1374188060872248 12.039569068627314 109.50255298371485 leaf_count=124 82 709 2176 internal_value=0 -0.00963415 0.00332523 internal_weight=0 16.661 116.64 internal_count=3091 833 2258 is_linear=0 shrinkage=0.0204111 Tree=5860 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=3.24991 3.42431 threshold=-0.42985499999999993 -0.074479999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040018622942674271 -2.5688472672721397e-05 0.00010858393224355594 leaf_weight=2.8820656375901299 86.605259754829603 46.757572732807603 leaf_count=278 2057 773 internal_value=0 2.14396e-05 internal_weight=0 133.363 internal_count=3108 2830 is_linear=0 shrinkage=0.000400217 Tree=5861 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.05062 5.35187 threshold=-0.5318799999999998 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031944657951932134 0.00051892284679657015 1.3972776769105995e-05 leaf_weight=4.0862920887302598 3.3396002890076479 129.96142812168182 leaf_count=43 34 3010 internal_value=0 2.70482e-05 internal_weight=0 133.301 internal_count=3087 3044 is_linear=0 shrinkage=0.000400217 Tree=5862 num_leaves=3 num_cat=0 split_feature=453 0 split_gain=2.83379 3.076 threshold=0.095100000000000018 -0.10726999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001022520788025557 -0.00040339152807649102 -2.0426284751606264e-05 leaf_weight=55.659138083152357 2.3460737667046478 79.193964602971391 leaf_count=540 32 2524 internal_value=0 3.02507e-05 internal_weight=0 134.853 internal_count=3096 3064 is_linear=0 shrinkage=0.000400217 Tree=5863 num_leaves=4 num_cat=0 split_feature=457 150 49 split_gain=3.00873 3.66444 3.26589 threshold=-0.0024349999999999997 0.082085000000000019 0.0063250000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017403298414505518 -0.0026100224362712171 0.0057888179609364787 0.011211118723899481 leaf_weight=8.5668350601481489 93.622490211913828 28.028510065036244 1.973117199842817 leaf_count=227 2491 346 23 internal_value=0 -0.000671378 -0.011985 internal_weight=0 121.651 10.54 internal_count=3087 2837 250 is_linear=0 shrinkage=0.0204111 Tree=5864 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=2.91132 3.5805 threshold=-1.0000000180025095e-35 0.098580000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040964734259848156 -1.0497881616943489e-05 -0.00050227535656206096 leaf_weight=2.4703004680341101 131.13287824976214 2.3032112883665823 leaf_count=26 3056 33 internal_value=0 -1.94003e-05 internal_weight=0 133.436 internal_count=3115 3089 is_linear=0 shrinkage=0.000400217 Tree=5865 num_leaves=4 num_cat=0 split_feature=123 133 133 split_gain=3.83788 4.47115 3.6714 threshold=1.0000000180025095e-35 0.087285000000000015 -0.0019149999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7315367549874703e-06 -0.00033113035712358348 -0.00026025797323684681 0.00028076892332752932 leaf_weight=109.34537543999613 1.7118340665474523 11.32550698633713 11.856627303699495 leaf_count=2119 35 703 229 internal_value=0 -2.21696e-05 0.000201492 internal_weight=0 120.671 13.5685 internal_count=3086 2822 264 is_linear=0 shrinkage=0.000400217 Tree=5866 num_leaves=4 num_cat=0 split_feature=1 15 0 split_gain=3.19276 3.95366 3.55916 threshold=0.13662500000000002 0.029300000000000003 -0.10643499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0038253839183978408 0.020631645426928757 -0.012369596717872558 -0.003067144578858161 leaf_weight=56.985920084189274 6.4023895128048007 1.8871753651183096 68.734590479780309 leaf_count=543 152 25 2403 internal_value=0 0.013054 5.76877e-05 internal_weight=0 8.28956 125.721 internal_count=3123 177 2946 is_linear=0 shrinkage=0.0204111 Tree=5867 num_leaves=4 num_cat=0 split_feature=12 42 48 split_gain=4.27396 3.50977 2.04713 threshold=0.11498000000000001 -0.094924999999999995 0.091095000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029661230976632226 -0.00048817587200777044 2.2891104862505962e-05 8.5911320987276009e-05 leaf_weight=5.6493223363504503 4.0698836895389823 124.73303143140583 1.2658992594224399 leaf_count=249 145 2678 31 internal_value=0 8.80475e-06 -0.000353009 internal_weight=0 130.382 5.33578 internal_count=3103 2927 176 is_linear=0 shrinkage=0.000400217 Tree=5868 num_leaves=4 num_cat=0 split_feature=483 38 124 split_gain=3.69875 4.03662 3.55908 threshold=0.080590000000000009 0.084445000000000006 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024769271776453996 0.019657338736586996 -0.017766012046573239 -0.018528545274035017 leaf_weight=123.45318496493564 1.1073914802400393 4.1339317909441879 6.4869068725965908 leaf_count=2687 20 53 318 internal_value=0 0.00180604 -0.0127556 internal_weight=0 127.587 7.5943 internal_count=3078 2740 338 is_linear=0 shrinkage=0.0204111 Tree=5869 num_leaves=4 num_cat=0 split_feature=50 2 44 split_gain=3.33668 4.57999 4.3169 threshold=0.086500000000000007 0.14059000000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.6616226080151836e-05 -0.00033133963603865934 0.00023976819420663654 -0.00054178023760770105 leaf_weight=123.79282241656256 9.107856340648139 2.8851184123777776 1.9902129592373956 leaf_count=2466 528 39 27 internal_value=0 -0.000193003 2.69908e-05 internal_weight=0 11.993 125.783 internal_count=3060 567 2493 is_linear=0 shrinkage=0.000400217 Tree=5870 num_leaves=3 num_cat=0 split_feature=1212 158 split_gain=2.84304 2.83363 threshold=-1.0000000180025095e-35 0.11034000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040684454525816892 3.5951668226174781e-05 -0.00036332082777261492 leaf_weight=2.3476569482372716 131.93894043868568 2.7983729871339156 leaf_count=232 2759 135 internal_value=0 2.73644e-05 internal_weight=0 134.737 internal_count=3126 2894 is_linear=0 shrinkage=0.000400217 Tree=5871 num_leaves=4 num_cat=0 split_feature=1 4 151 split_gain=4.74267 7.43601 3.16118 threshold=0.094405000000000003 -0.080934999999999993 -0.40941499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7246802161708663e-05 -0.00036597825262014679 -0.00016964738741267798 0.00010275793177403506 leaf_weight=26.644882800304913 2.2943442771211258 44.520356277964311 56.444536209135549 leaf_count=676 25 1434 926 internal_value=0 -6.97241e-05 8.37876e-05 internal_weight=0 71.1652 58.7389 internal_count=3061 2110 951 is_linear=0 shrinkage=0.000400217 Tree=5872 num_leaves=4 num_cat=0 split_feature=133 3 15 split_gain=2.88059 2.88042 0.00971871 threshold=0.13493500000000003 -0.58647999999999989 -0.097039999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.067742748771523809 -0.0089591923140275517 0.0010137029849873536 -0.021336638426240565 leaf_weight=0.14239016128703852 0.25902002304792437 129.4055953771749 2.3053588984475928 leaf_count=3 31 2758 292 internal_value=0 0.000879697 -0.0205136 internal_weight=0 129.548 2.56438 internal_count=3084 2761 323 is_linear=0 shrinkage=0.0204111 Tree=5873 num_leaves=4 num_cat=0 split_feature=2 51 123 split_gain=4.29752 5.1453 2.97063 threshold=0.092120000000000021 0.07412500000000001 0.088610000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001425856145852742 3.9268142149402232e-05 0.00012575111378234879 0.00034609025088956023 leaf_weight=49.072154963938374 63.351892213115207 14.822080060694132 5.3854910293593994 leaf_count=1623 1115 235 113 internal_value=0 -8.02262e-05 6.3831e-05 internal_weight=0 63.8942 68.7374 internal_count=3086 1858 1228 is_linear=0 shrinkage=0.000400217 Tree=5874 num_leaves=3 num_cat=0 split_feature=457 1456 split_gain=3.06839 2.93763 threshold=-0.23052999999999998 0.084325000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037079356163300888 -2.2354092475686031e-06 -0.00042739679227516645 leaf_weight=3.3504749721469116 126.73035396309569 2.5456931385488124 leaf_count=34 2801 210 internal_value=0 -1.09703e-05 internal_weight=0 129.276 internal_count=3045 3011 is_linear=0 shrinkage=0.000400217 Tree=5875 num_leaves=4 num_cat=0 split_feature=1 3 151 split_gain=2.8481 6.53677 3.32867 threshold=0.10100500000000003 0.090810000000000016 -0.40941499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7987668025041936e-05 -0.00039367129161323855 0.00017499952947779872 0.0001001430540510636 leaf_weight=68.541781843214267 2.1819153325632206 17.557156434631906 47.860813549501472 leaf_count=2208 26 123 746 internal_value=0 -4.21656e-05 7.77814e-05 internal_weight=0 86.0989 50.0427 internal_count=3103 2331 772 is_linear=0 shrinkage=0.000400217 Tree=5876 num_leaves=4 num_cat=0 split_feature=43 11 15 split_gain=3.99073 6.2782 5.64988 threshold=-0.075449999999999975 0.089795000000000014 0.054175000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0059374346681600205 -0.00097893264044260722 -0.025608952537228342 -0.015650046864111193 leaf_weight=45.275173489615554 70.031380798696773 2.6799881879705927 12.851343571805044 leaf_count=1163 997 30 878 internal_value=0 0.00411891 -0.0032718 internal_weight=0 47.9552 82.8827 internal_count=3068 1193 1875 is_linear=0 shrinkage=0.0204111 Tree=5877 num_leaves=4 num_cat=0 split_feature=160 483 15 split_gain=3.44016 3.44392 0.124746 threshold=-0.25833999999999996 0.079055000000000014 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012503935536091172 3.0839120863504657e-05 -0.00024354281409577156 -0.0004380145226892541 leaf_weight=0.33889362961053882 127.91016669928649 7.6603638333326662 2.6876651421262059 leaf_count=20 2531 345 244 internal_value=0 1.51471e-05 -0.000408681 internal_weight=0 135.571 3.02656 internal_count=3140 2876 264 is_linear=0 shrinkage=0.000400217 Tree=5878 num_leaves=4 num_cat=0 split_feature=4 1456 376 split_gain=3.6268 2.92152 2.53519 threshold=-0.49977499999999991 -1.0000000180025095e-35 0.083705000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023826918469189318 -0.018537261261972224 0.00027301227937786128 0.00361904941466154 leaf_weight=4.5975871913833535 3.4276446199983175 122.07834338687098 1.9584726765751836 leaf_count=127 278 2673 11 internal_value=0 -0.000256773 -0.015705 internal_weight=0 125.506 6.55606 internal_count=3089 2951 138 is_linear=0 shrinkage=0.0204111 Tree=5879 num_leaves=4 num_cat=0 split_feature=15 50 15 split_gain=3.79274 6.0838 4.93571 threshold=-0.24269999999999997 0.11843500000000001 -0.19153499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038574968410519888 -0.00044988999776016223 -0.0003428443776874671 -5.0975309111751002e-06 leaf_weight=8.3234500660328177 4.0198640120797782 2.2521431222558013 121.65786447757637 leaf_count=223 89 23 2770 internal_value=0 0.000228624 -1.97122e-05 internal_weight=0 10.5756 125.678 internal_count=3105 246 2859 is_linear=0 shrinkage=0.000400217 Tree=5880 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=6.56988 8.22766 5.18207 threshold=-0.10726999999999999 0.12675000000000003 -0.063819999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0074524131320003479 -0.0093550069609692806 -0.02092367869907899 0.00146690945422697 leaf_weight=54.31255144442548 36.459624011255073 4.5107515226991373 37.117723815637873 leaf_count=539 1925 41 612 internal_value=0 0.00524083 -0.00390172 internal_weight=0 58.8233 73.5773 internal_count=3117 580 2537 is_linear=0 shrinkage=0.0204111 Tree=5881 num_leaves=4 num_cat=0 split_feature=156 12 0 split_gain=3.55917 3.4292 0.278122 threshold=0.11896500000000002 0.11596500000000001 -0.090439999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019094166970550436 -0.038932915004491517 -0.014198573174752843 -0.018359734744934672 leaf_weight=128.32291047421313 0.57544055522885162 5.6414333321736185 1.2229947823798273 leaf_count=2829 7 157 89 internal_value=0 0.00121979 -0.0268385 internal_weight=0 133.964 1.79844 internal_count=3082 2986 96 is_linear=0 shrinkage=0.0204111 Tree=5882 num_leaves=4 num_cat=0 split_feature=49 1 49 split_gain=2.91209 5.90091 4.48593 threshold=-0.085934999999999984 0.11332500000000002 -0.081554999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015091167985436769 0.020133206989569104 0.01283796133229255 0.000735496427290041 leaf_weight=11.7071937755245 5.0892157864291212 4.2012922787107518 110.52736468333387 leaf_count=143 48 50 2871 internal_value=0 -0.00767715 0.001608 internal_weight=0 15.9085 115.617 internal_count=3112 193 2919 is_linear=0 shrinkage=0.0204111 Tree=5883 num_leaves=4 num_cat=0 split_feature=2 150 1429 split_gain=4.24507 4.80923 4.56335 threshold=0.097925000000000012 0.082085000000000019 0.084545000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010709549395365263 1.1199183722931387e-05 0.0003004421475805089 0.00019753629567568194 leaf_weight=69.249417454389913 43.560414576044423 11.56662700360175 8.7814440965157683 leaf_count=1995 776 164 136 internal_value=0 7.23734e-05 -7.25789e-05 internal_weight=0 55.127 78.0309 internal_count=3071 940 2131 is_linear=0 shrinkage=0.000400217 Tree=5884 num_leaves=4 num_cat=0 split_feature=4 160 39 split_gain=4.07919 3.16907 2.90271 threshold=-0.49977499999999991 -0.25833999999999996 0.085505000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024252510819465219 -0.02058367646729968 0.0018380656867362016 0.0074828493028935832 leaf_weight=4.3508701029932118 2.5720863460155661 122.59291252388357 1.5822329390794037 leaf_count=125 266 2665 19 internal_value=0 0.00135932 -0.0158075 internal_weight=0 125.165 5.9331 internal_count=3075 2931 144 is_linear=0 shrinkage=0.0204111 Tree=5885 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=3.26521 8.6012 5.32865 threshold=0.0019650000000000002 -0.0015099999999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6209834406215219e-08 0.00011468165627939809 -0.00046416463708056461 -0.00032553174499907436 leaf_weight=68.624703403824242 56.852513714722591 6.9418314271424597 4.6658797102281815 leaf_count=2053 911 110 50 internal_value=0 -4.33237e-05 8.07628e-05 internal_weight=0 75.5665 61.5184 internal_count=3124 2163 961 is_linear=0 shrinkage=0.000400217 Tree=5886 num_leaves=4 num_cat=0 split_feature=42 14 132 split_gain=4.12857 3.20076 1.52817 threshold=-0.094924999999999995 0.073890000000000011 0.081055000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021965768316913617 0.001660499153716356 -0.019592282715419795 0.0025224052971644117 leaf_weight=4.4505794453325498 120.71223878122328 2.9145748272276242 1.3556186451751271 leaf_count=223 2753 89 33 internal_value=0 0.00114218 -0.0163088 internal_weight=0 123.627 5.8062 internal_count=3098 2842 256 is_linear=0 shrinkage=0.0204111 Tree=5887 num_leaves=4 num_cat=0 split_feature=484 13 147 split_gain=4.43391 3.87676 2.32681 threshold=-0.0048899999999999994 -0.5318799999999998 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018740835062237921 -0.022036336787242348 0.00062757217429713766 0.019835990628644894 leaf_weight=7.3853282925520016 3.1145091084763399 123.42619619962716 0.62286579608917225 leaf_count=501 34 2585 2 internal_value=0 5.07639e-05 -0.0155082 internal_weight=0 126.541 8.00819 internal_count=3122 2619 503 is_linear=0 shrinkage=0.0204111 Tree=5888 num_leaves=4 num_cat=0 split_feature=1429 1212 43 split_gain=3.15012 3.00448 0.354998 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.080569999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013844558366743825 -0.00040834363659043057 2.9573979230355629e-05 -0.00052336527248364971 leaf_weight=0.610174555316917 2.4463776866614344 131.88916559099016 1.7501843126701704 leaf_count=44 226 2727 100 internal_value=0 2.12657e-05 -0.000434636 internal_weight=0 134.336 2.36036 internal_count=3097 2953 144 is_linear=0 shrinkage=0.000400217 Tree=5889 num_leaves=3 num_cat=0 split_feature=39 123 split_gain=3.00779 2.90516 threshold=0.16168500000000002 -0.027219999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020330611515899169 0.022274162620038142 -0.0003611170125088132 leaf_weight=2.7788057408761224 2.4863819780293843 127.80867807989489 leaf_count=37 26 3008 internal_value=0 9.62274e-05 internal_weight=0 130.587 internal_count=3071 3045 is_linear=0 shrinkage=0.0204111 Tree=5890 num_leaves=4 num_cat=0 split_feature=12 3 12 split_gain=3.26501 3.7395 3.45084 threshold=0.099610000000000018 -0.22004999999999997 0.097955000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.7964965385283599e-06 0.00030849992095527911 -0.00027136557555533183 0.00037686238675920468 leaf_weight=111.41615197822466 1.9973043028730888 11.835481629506829 4.0525856977910726 leaf_count=2541 29 415 69 internal_value=0 -0.000185834 1.91722e-05 internal_weight=0 13.8328 115.469 internal_count=3054 444 2610 is_linear=0 shrinkage=0.000400217 Tree=5891 num_leaves=4 num_cat=0 split_feature=376 133 42 split_gain=3.1195 4.64433 1.61412 threshold=1.0000000180025095e-35 0.08413000000000001 -0.090249999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010802625523975179 -0.0037160339711730492 -0.011336355589835798 0.015341964678940395 leaf_weight=106.38349365229078 2.3315041698515406 14.114894781097972 8.2179887283709814 leaf_count=2057 16 869 146 internal_value=0 -0.000383364 0.0111352 internal_weight=0 120.498 10.5495 internal_count=3088 2926 162 is_linear=0 shrinkage=0.0204111 Tree=5892 num_leaves=4 num_cat=0 split_feature=51 2 49 split_gain=2.83097 3.95807 3.92136 threshold=-0.09021499999999999 0.099300000000000013 0.0063250000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010406894878003789 -0.0045411002374822675 0.0032862198925339694 -0.016149579663845521 leaf_weight=17.480383115864246 66.390807699270226 45.110934921889566 2.5658689497286096 leaf_count=247 1981 706 145 internal_value=0 -0.00137423 0.00693691 internal_weight=0 111.502 20.0463 internal_count=3079 2687 392 is_linear=0 shrinkage=0.0204111 Tree=5893 num_leaves=4 num_cat=0 split_feature=13 457 49 split_gain=5.82581 3.98918 2.56563 threshold=0.17936000000000002 -0.0024349999999999997 -0.073234999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011240458405615699 0.0044600251533187581 0.0017409150406283837 -0.024179376841617285 leaf_weight=10.710849725117439 1.6323110815137623 111.03321620093629 5.788521568523719 leaf_count=239 21 2689 150 internal_value=0 0.000589555 -0.0179071 internal_weight=0 121.744 7.42083 internal_count=3099 2928 171 is_linear=0 shrinkage=0.0204111 Tree=5894 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.18825 5.47906 threshold=-0.5318799999999998 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01682264058287326 0.026947428010998541 0.00077421884858671567 leaf_weight=3.986345956218428 3.3102010145667 127.06747757377889 leaf_count=40 36 3027 internal_value=0 0.00146129 internal_weight=0 130.378 internal_count=3103 3063 is_linear=0 shrinkage=0.0204111 Tree=5895 num_leaves=4 num_cat=0 split_feature=1 15 13 split_gain=3.40558 4.32259 2.65561 threshold=0.12856000000000004 -0.095604999999999982 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014853984466068576 0.00045328202728664934 2.4167733876637151e-05 7.2796879880088954e-05 leaf_weight=31.045182467874838 4.1249727713875464 90.937751748573646 9.7697592601762135 leaf_count=468 139 2346 119 internal_value=0 -1.9883e-05 0.000188473 internal_weight=0 121.983 13.8947 internal_count=3072 2814 258 is_linear=0 shrinkage=0.000400217 Tree=5896 num_leaves=4 num_cat=0 split_feature=133 1456 40 split_gain=3.46521 3.73834 3.1493 threshold=0.099280000000000021 1.0000000180025095e-35 -0.011009999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019790393692176345 0.0093656545638456257 -0.019584766357595183 -0.023050415070439503 leaf_weight=119.23287454937963 1.6490874667651949 3.3345772994216523 4.4413027300397507 leaf_count=2359 29 222 452 internal_value=0 0.00137503 -0.0142625 internal_weight=0 122.567 6.09039 internal_count=3062 2581 481 is_linear=0 shrinkage=0.0204111 Tree=5897 num_leaves=4 num_cat=0 split_feature=457 457 38 split_gain=3.19592 4.24487 3.72329 threshold=-0.0024349999999999997 -0.15747999999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013739959286115702 4.8734505542023348e-05 -0.0003683053770785287 -0.00026760984056524765 leaf_weight=4.0720028420619201 119.452052475237 7.2967646054166817 6.1613348624669007 leaf_count=43 2758 208 75 internal_value=0 -0.000187601 3.29933e-05 internal_weight=0 11.3688 125.613 internal_count=3084 251 2833 is_linear=0 shrinkage=0.000400217 Tree=5898 num_leaves=4 num_cat=0 split_feature=151 4 4 split_gain=2.87328 3.54265 0.267367 threshold=-0.29526499999999994 0.27150500000000005 0.41351500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011051964965761276 -0.00075789057675172981 0.0087429845105566756 -0.024107376079504968 leaf_weight=1.5654043167887715 106.92983315588572 19.187296593154315 1.6909769289195535 leaf_count=62 2681 352 17 internal_value=0 0.000694033 -0.0184074 internal_weight=0 126.117 3.25638 internal_count=3112 3033 79 is_linear=0 shrinkage=0.0204111 Tree=5899 num_leaves=4 num_cat=0 split_feature=1 158 44 split_gain=4.10932 5.04645 3.14022 threshold=0.094695000000000015 0.084965000000000027 0.084245000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.145811044376396e-05 0.00010681489826934087 -0.00044308180913175087 -0.00027840136443131591 leaf_weight=70.485238173478137 53.730874036496971 5.0071003075281615 3.5111773982644072 leaf_count=1938 878 217 39 internal_value=0 -5.93752e-05 8.26887e-05 internal_weight=0 75.4923 57.2421 internal_count=3072 2155 917 is_linear=0 shrinkage=0.000400217 Tree=5900 num_leaves=4 num_cat=0 split_feature=48 49 3 split_gain=2.59221 3.43277 2.68696 threshold=-0.065059999999999993 -0.085014999999999993 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042855334493912032 -0.00020008884772761284 3.7945158602620277e-06 3.5647978444722934e-05 leaf_weight=4.146449066232889 14.949428104504475 108.59353913073573 8.1400681886589137 leaf_count=31 181 2756 134 internal_value=0 -2.10354e-05 0.000170918 internal_weight=0 123.543 12.2865 internal_count=3102 2937 165 is_linear=0 shrinkage=0.000400217 Tree=5901 num_leaves=4 num_cat=0 split_feature=457 151 49 split_gain=5.29948 3.49202 3.29448 threshold=-0.0024349999999999997 -0.52342999999999995 -0.0058299999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02030033571168981 -0.024606858736941795 0.0020653764364839517 0.0042757834127507771 leaf_weight=7.7158768380759284 1.9691401374730038 119.07473424902491 3.153858930047134 leaf_count=186 55 2788 45 internal_value=0 0.00160913 -0.0131987 internal_weight=0 121.044 10.8697 internal_count=3074 2843 231 is_linear=0 shrinkage=0.0204111 Tree=5902 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=3.20636 5.80027 4.82578 threshold=-0.10726999999999999 0.12675000000000003 -0.074479999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0061054009055703041 -0.0085691693479658972 -0.018599875216463418 0.0018877779384964641 leaf_weight=52.818226618721383 29.620837161728559 4.1711457335622972 48.098130416459753 leaf_count=515 1588 39 932 internal_value=0 0.00426426 -0.00210425 internal_weight=0 56.9894 77.719 internal_count=3074 554 2520 is_linear=0 shrinkage=0.0204111 Tree=5903 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=3.79501 7.56365 3.62333 threshold=1.0000000180025095e-35 -0.06951499999999998 0.094415000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028446657142265592 9.0015048103346987e-05 7.9010294418680385e-05 -8.2077749988161629e-05 leaf_weight=19.476380805601366 64.180562617111718 17.168460755463457 28.087100166390883 leaf_count=1316 1190 235 314 internal_value=0 -0.000114452 3.75925e-05 internal_weight=0 36.6448 92.2677 internal_count=3055 1551 1504 is_linear=0 shrinkage=0.000400217 Tree=5904 num_leaves=4 num_cat=0 split_feature=160 48 160 split_gain=3.50574 5.12966 3.93125 threshold=0.088095000000000021 0.093565000000000023 0.084835000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.0804272528271404e-05 -0.0003343580702288215 0.000155008612533372 0.00033475585739765787 leaf_weight=107.81280808481097 11.591378959070427 4.776065729558467 5.4321753005497149 leaf_count=2702 279 43 60 internal_value=0 -0.000191477 6.08596e-06 internal_weight=0 16.3674 113.245 internal_count=3084 322 2762 is_linear=0 shrinkage=0.000400217 Tree=5905 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=2.98555 8.44196 4.6965 threshold=-0.083499999999999977 -0.084169999999999981 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8287824299676205e-05 -5.4396564458199662e-05 0.00077519991325134625 0.00023386288819714094 leaf_weight=39.883856133026711 81.356953209342464 2.7069561178068389 10.07381018187152 leaf_count=889 1908 58 223 internal_value=0 0.000105766 -2.2389e-05 internal_weight=0 42.5908 91.4308 internal_count=3078 947 2131 is_linear=0 shrinkage=0.000400217 Tree=5906 num_leaves=4 num_cat=0 split_feature=457 0 12 split_gain=4.67619 3.72597 3.30084 threshold=-0.0024349999999999997 -0.10726999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0097378930965523296 0.0051047268596085601 -0.0022231516827534467 -0.018771340921342333 leaf_weight=2.0242675170302382 48.556512982206186 71.092265023034997 8.6128876856528205 leaf_count=22 483 2354 223 internal_value=0 0.00075268 -0.0133011 internal_weight=0 119.649 10.6372 internal_count=3082 2837 245 is_linear=0 shrinkage=0.0204111 Tree=5907 num_leaves=4 num_cat=0 split_feature=43 150 48 split_gain=5.0855 6.07746 5.00565 threshold=-0.075449999999999975 0.082085000000000019 0.08035500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.4850390531016765e-06 -0.00014014920155670243 0.00011713218858380824 0.00029349104873796359 leaf_weight=35.022749760195438 62.775505496247206 19.101230657543056 13.113629759580361 leaf_count=970 1657 201 245 internal_value=0 -8.00494e-05 8.37163e-05 internal_weight=0 81.8767 48.1364 internal_count=3073 1858 1215 is_linear=0 shrinkage=0.000400217 Tree=5908 num_leaves=3 num_cat=0 split_feature=44 0 split_gain=3.01968 4.36622 threshold=1.0000000180025095e-35 -0.11471499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0050945248909702008 -0.018133666594670896 -0.0026489416816762403 leaf_weight=49.639248397099436 3.6701946901157489 77.629229172514897 leaf_count=465 58 2577 internal_value=0 0.00037311 internal_weight=0 127.268 internal_count=3100 3042 is_linear=0 shrinkage=0.0204111 Tree=5909 num_leaves=4 num_cat=0 split_feature=14 0 2 split_gain=3.31329 3.20507 0.741858 threshold=0.073890000000000011 -0.10726999999999999 0.098315000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3813271706442506e-05 -0.00049884631999806846 -3.4576188410594149e-05 -9.5857738263499596e-05 leaf_weight=54.144918909412809 2.2921085239795498 73.011460152189102 1.1422449947567654 leaf_count=477 93 2498 17 internal_value=0 2.01282e-05 -0.000372073 internal_weight=0 127.156 3.43435 internal_count=3085 2975 110 is_linear=0 shrinkage=0.000400217 Tree=5910 num_leaves=4 num_cat=0 split_feature=42 39 52 split_gain=3.2522 7.00854 4.22975 threshold=0.085675000000000015 0.084950000000000012 -0.10103499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015020276039899515 -0.00017946644890819602 0.0003044744965410664 7.9181560715380918e-05 leaf_weight=14.930455893605538 27.86089936040662 5.6790487803518763 89.50860850310346 leaf_count=394 1055 153 1488 internal_value=0 -9.67842e-05 4.62634e-05 internal_weight=0 33.5399 104.439 internal_count=3090 1208 1882 is_linear=0 shrinkage=0.000400217 Tree=5911 num_leaves=3 num_cat=0 split_feature=2 11 split_gain=3.1049 3.48822 threshold=-0.17200999999999997 0.088315000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037887294096201147 1.5335729097897055e-05 -0.00031818536085152647 leaf_weight=3.488983692979672 127.78721319595934 5.1162056805624152 leaf_count=53 2885 103 internal_value=0 2.23958e-06 internal_weight=0 132.903 internal_count=3041 2988 is_linear=0 shrinkage=0.000400217 Tree=5912 num_leaves=3 num_cat=0 split_feature=2 9 split_gain=3.76538 3.44013 threshold=-0.16156999999999996 0.084755000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003780639120569626 5.4386097755845708e-06 -0.00031770942195980141 leaf_weight=4.0535021251998833 120.8031535057562 5.4056248562410465 leaf_count=62 2956 62 internal_value=0 -8.67143e-06 internal_weight=0 126.209 internal_count=3080 3018 is_linear=0 shrinkage=0.000400217 Tree=5913 num_leaves=4 num_cat=0 split_feature=1 12 39 split_gain=4.51862 6.8018 3.62457 threshold=0.085880000000000026 0.09142500000000002 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011482419522566258 0.00040295230210254858 0.0040114452251835521 0.011213180375785049 leaf_weight=29.496001106137555 66.3816271959804 19.554952707061602 15.935757702856788 leaf_count=1161 1068 591 313 internal_value=0 -0.00531047 0.00250808 internal_weight=0 49.051 82.3174 internal_count=3133 1752 1381 is_linear=0 shrinkage=0.0204111 Tree=5914 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=4.61645 7.34383 3.31876 threshold=0.09450500000000002 -0.0070899999999999991 0.035560000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012381412534782681 0.0048312878592329253 0.0010676431696644375 -0.0091639973900180006 leaf_weight=30.518977618325152 50.014173721079715 37.73886398459581 8.1104246180620958 leaf_count=918 790 1192 150 internal_value=0 -0.00495604 0.00286459 internal_weight=0 68.2578 58.1246 internal_count=3050 2110 940 is_linear=0 shrinkage=0.0204111 Tree=5915 num_leaves=4 num_cat=0 split_feature=14 133 11 split_gain=4.60605 3.18636 0.476328 threshold=0.077685000000000018 -0.26577499999999993 0.074925000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021718064246660285 -0.034864511833163345 0.0029726390787553 -0.014543104955557206 leaf_weight=2.1035210031695888 1.1456998339563136 131.16070398562442 1.2287889476865528 leaf_count=183 33 2836 68 internal_value=0 0.002565 -0.0254767 internal_weight=0 133.264 2.37449 internal_count=3120 3019 101 is_linear=0 shrinkage=0.0204111 Tree=5916 num_leaves=4 num_cat=0 split_feature=52 147 52 split_gain=4.73157 4.77471 3.5805 threshold=-0.048794999999999991 1.0000000180025095e-35 -0.092109999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.3483309927825826e-05 -0.00012126525341865535 0.0001498964032802984 0.00017853705569288706 leaf_weight=25.603948604606558 72.368824005134229 12.04596960369963 25.257788169721607 leaf_count=631 2044 109 326 internal_value=0 -8.24233e-05 7.19663e-05 internal_weight=0 84.4148 50.8617 internal_count=3110 2153 957 is_linear=0 shrinkage=0.000400217 Tree=5917 num_leaves=3 num_cat=0 split_feature=51 3 split_gain=3.10106 2.80074 threshold=-0.40548499999999993 0.17769000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042397446915741331 -1.362125601750382e-05 0.00021706068133168612 leaf_weight=2.6838720183222895 125.28141229478206 8.9258571625687164 leaf_count=114 2808 149 internal_value=0 1.88909e-06 internal_weight=0 134.207 internal_count=3071 2957 is_linear=0 shrinkage=0.000400217 Tree=5918 num_leaves=4 num_cat=0 split_feature=52 47 39 split_gain=3.89103 3.23046 2.33759 threshold=-0.27269499999999997 0.11771000000000002 0.16168500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019172646838460646 0.0011822847530873948 -0.012765282484947639 0.015587711212463318 leaf_weight=6.3745001494025919 115.46215037360889 7.2469249678542829 0.83515314757823933 leaf_count=339 2667 94 2 internal_value=0 0.000347686 -0.0149693 internal_weight=0 122.709 7.20965 internal_count=3102 2761 341 is_linear=0 shrinkage=0.0204111 Tree=5919 num_leaves=4 num_cat=0 split_feature=160 448 15 split_gain=3.07434 3.12375 0.115363 threshold=-0.40187499999999993 -0.083779999999999979 -0.10749999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.006211201500548106 -0.02154748981249334 0.0012917751571344016 -0.022250077557095026 leaf_weight=0.31682874276884865 2.433965402073226 124.60222690578303 2.3950613638880887 leaf_count=20 45 2790 227 internal_value=0 0.000835594 -0.0206968 internal_weight=0 127.036 2.71189 internal_count=3082 2835 247 is_linear=0 shrinkage=0.0204111 Tree=5920 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=3.88413 4.8079 3.43901 threshold=-0.15490999999999996 -0.077814999999999981 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031916166953226734 -0.00016931377078398789 3.6366204982018747e-06 -0.00011283163282520468 leaf_weight=8.8597259809030202 37.319118297877139 82.454661920593935 4.3288028928509439 leaf_count=76 1605 1317 120 internal_value=0 -5.03591e-05 0.000177615 internal_weight=0 119.774 13.1885 internal_count=3118 2922 196 is_linear=0 shrinkage=0.000400217 Tree=5921 num_leaves=3 num_cat=0 split_feature=10 376 split_gain=3.20531 3.12225 threshold=0.08302000000000001 0.048375000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.0264817295385017e-06 0.00039958229059312611 0.00022318817292916359 leaf_weight=123.03520227890112 3.3705850257247212 10.107481384649871 leaf_count=2881 79 145 internal_value=0 1.0623e-05 internal_weight=0 133.143 internal_count=3105 3026 is_linear=0 shrinkage=0.000400217 Tree=5922 num_leaves=4 num_cat=0 split_feature=1 130 43 split_gain=2.91706 2.82653 1.72375 threshold=0.12700000000000003 -0.10152499999999999 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050643377190872523 -0.00015255204438753488 -3.0357996356641592e-06 0.00023765563031205472 leaf_weight=1.7009157761931408 2.0494061820209017 123.25440874202104 12.1327843577601 leaf_count=57 11 2796 267 internal_value=0 -1.03354e-05 0.000180515 internal_weight=0 124.955 14.1822 internal_count=3131 2853 278 is_linear=0 shrinkage=0.000400217 Tree=5923 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=4.83398 5.39915 3.69152 threshold=0.10113500000000002 -0.11550499999999998 0.10178500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012834808893111052 0.0001885997661860004 -0.00011368251969818696 -3.3310341283058554e-05 leaf_weight=19.243601265581674 30.414566656399984 62.216771467032231 19.743749805289553 leaf_count=198 548 2104 234 internal_value=0 -5.64093e-05 0.00010137 internal_weight=0 81.4604 50.1583 internal_count=3084 2302 782 is_linear=0 shrinkage=0.000400217 Tree=5924 num_leaves=4 num_cat=0 split_feature=15 13 155 split_gain=3.74076 7.64951 3.41906 threshold=0.084580000000000016 -0.24921999999999997 0.088505000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0022437634706892417 0.031369142297590642 -0.014697759764553071 -0.021013024024096546 leaf_weight=117.97270588530591 1.5967629791703064 12.599661495612962 2.5822887739486751 leaf_count=1923 8 981 183 internal_value=0 -0.00931139 0.00172657 internal_weight=0 14.1964 120.555 internal_count=3095 989 2106 is_linear=0 shrinkage=0.0204111 Tree=5925 num_leaves=4 num_cat=0 split_feature=52 132 52 split_gain=3.329 5.64662 5.16323 threshold=-0.092854999999999979 0.080815000000000012 -0.081519999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011935504931212586 0.013751309626226465 0.013444379309521809 0.00052459736593831266 leaf_weight=16.940498372590813 14.033853772169094 4.5473755746497764 94.085162276733172 leaf_count=553 153 64 2279 internal_value=0 -0.00652263 0.00225388 internal_weight=0 21.4879 108.119 internal_count=3049 617 2432 is_linear=0 shrinkage=0.0204111 Tree=5926 num_leaves=4 num_cat=0 split_feature=376 4 2 split_gain=3.57812 3.36069 2.53441 threshold=0.048375000000000008 0.27150500000000005 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0032361874406937946 -0.0009047123661859866 0.005830159803101571 0.020242339614528392 leaf_weight=99.365982796163735 4.098066837876102 20.445958701020572 5.4290994012262672 leaf_count=2638 85 318 80 internal_value=0 -0.00168501 0.0112412 internal_weight=0 119.812 9.52717 internal_count=3121 2956 165 is_linear=0 shrinkage=0.0204111 Tree=5927 num_leaves=4 num_cat=0 split_feature=42 12 160 split_gain=3.61157 5.16451 3.8254 threshold=-1.0000000180025095e-35 0.023990000000000004 -0.082234999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.288042549325126e-05 -0.00012619144101070365 -0.00041494994257110354 7.6616644579717807e-05 leaf_weight=11.169475829461591 17.457188736232638 6.9089825030132479 98.081812695716508 leaf_count=134 527 703 1734 internal_value=0 -0.000145968 4.58812e-05 internal_weight=0 18.0785 115.539 internal_count=3098 837 2261 is_linear=0 shrinkage=0.000400217 Tree=5928 num_leaves=4 num_cat=0 split_feature=1213 475 403 split_gain=3.38753 3.32105 3.2399 threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.08403999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021200342778399987 -0.018228247018846587 -0.021893239568102393 0.0017262684991387225 leaf_weight=0.79335317015647877 3.3748621681806972 4.5739284298433622 122.28332899122688 leaf_count=2 352 464 2308 internal_value=0 -0.0152204 0.00117459 internal_weight=0 5.36728 125.658 internal_count=3126 466 2660 is_linear=0 shrinkage=0.0204111 Tree=5929 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=3.37211 2.76194 threshold=-0.23052999999999998 -0.079274999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018024310068616111 -0.016517609287548495 -0.0010450408150097963 leaf_weight=3.6207513238186939 4.8952469532669047 120.55152415967314 leaf_count=35 157 2851 internal_value=0 -0.00166301 internal_weight=0 125.447 internal_count=3043 3008 is_linear=0 shrinkage=0.0204111 Tree=5930 num_leaves=4 num_cat=0 split_feature=1213 1 49 split_gain=4.63193 4.16339 2.15777 threshold=-1.0000000180025095e-35 0.11584000000000001 -0.081984999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036364727495428513 -1.3163399770853364e-05 0.00017154860735277665 -0.00044662235560202551 leaf_weight=0.50727476552128781 105.59381805327575 23.869786638591904 4.6673954325051445 leaf_count=3 2184 405 464 internal_value=0 2.10116e-05 -0.000361172 internal_weight=0 129.464 5.17467 internal_count=3056 2589 467 is_linear=0 shrinkage=0.000400217 Tree=5931 num_leaves=4 num_cat=0 split_feature=1 133 39 split_gain=3.41607 4.51846 3.95929 threshold=0.087515000000000023 -0.0056849999999999991 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017361390440581201 0.00025519494228906143 -0.0015017713602486762 0.011814711300023697 leaf_weight=8.8606769798789156 62.277298637563945 45.275955944307498 15.285847237159031 leaf_count=608 991 1207 284 internal_value=0 -0.00412803 0.00254705 internal_weight=0 54.1366 77.5631 internal_count=3090 1815 1275 is_linear=0 shrinkage=0.0204111 Tree=5932 num_leaves=4 num_cat=0 split_feature=12 128 158 split_gain=3.43081 4.49915 3.81639 threshold=0.10042000000000002 0.10670500000000001 0.084965000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.6311987892758695e-05 -0.00024821292849143607 0.00040172760315559773 -0.00021932282331974445 leaf_weight=110.13164455640435 12.370330761765215 1.8731624869833456 7.9302799842334926 leaf_count=2347 387 42 279 internal_value=0 -0.000160273 4.69361e-05 internal_weight=0 14.2435 118.062 internal_count=3055 429 2626 is_linear=0 shrinkage=0.000400217 Tree=5933 num_leaves=4 num_cat=0 split_feature=1 47 42 split_gain=3.2408 3.22723 2.06433 threshold=0.121715 0.10887000000000001 0.10077000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050755477185206242 0.0046424330622066778 -0.016467517451065689 0.022308677019486075 leaf_weight=106.21642030928342 14.765648662112655 5.4429337785695671 3.3044621436856678 leaf_count=2644 247 125 63 internal_value=0 -0.00130125 0.00799053 internal_weight=0 111.659 18.0701 internal_count=3079 2769 310 is_linear=0 shrinkage=0.0204111 Tree=5934 num_leaves=3 num_cat=0 split_feature=1456 1374 split_gain=4.85198 2.90892 threshold=-1.0000000180025095e-35 -0.094679999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042569179584759574 -0.00028584644852670609 4.1247165693338539e-05 leaf_weight=3.7443610039808837 4.4011374576948574 124.90212717608665 leaf_count=286 53 2717 internal_value=0 2.98761e-05 internal_weight=0 129.303 internal_count=3056 2770 is_linear=0 shrinkage=0.000400217 Tree=5935 num_leaves=4 num_cat=0 split_feature=16 1444 49 split_gain=4.19156 3.18387 0.419318 threshold=-0.54213499999999992 -0.084559999999999982 -0.048899999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040961184230712649 0.00047818723856067765 -4.0477634781049297e-05 0.00018045153528425034 leaf_weight=3.2083915979601443 1.814039937686174 122.22368042302332 2.5712381789926431 leaf_count=29 23 2983 61 internal_value=0 -3.24678e-05 0.00031303 internal_weight=0 124.038 5.77963 internal_count=3096 3006 90 is_linear=0 shrinkage=0.000400217 Tree=5936 num_leaves=3 num_cat=0 split_feature=1348 2 split_gain=2.56052 2.41628 threshold=0.090050000000000005 -0.58149499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011847579497316859 0.00039502416079507453 -1.2700714431717711e-06 leaf_weight=0.16495443880557914 2.5191634621878611 127.12512750561291 leaf_count=3 36 3056 internal_value=0 -3.84363e-06 internal_weight=0 127.29 internal_count=3095 3059 is_linear=0 shrinkage=0.000400217 Tree=5937 num_leaves=4 num_cat=0 split_feature=160 43 49 split_gain=3.14816 3.92489 3.52039 threshold=-0.082339999999999983 -0.07440999999999999 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042789606428428946 0.00014519614696865897 -1.0498200029249348e-05 -3.04018543852403e-05 leaf_weight=4.8009791839576819 38.530330151159433 78.819020207327412 13.115542173378342 leaf_count=128 862 1607 468 internal_value=0 4.0712e-05 -0.000138912 internal_weight=0 117.349 17.9165 internal_count=3065 2469 596 is_linear=0 shrinkage=0.000400217 Tree=5938 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=3.3985 4.39159 threshold=-0.29526499999999994 0.28122000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041133392876723413 -3.2110916028701544e-05 0.00018349336827300482 leaf_weight=3.2202680145419427 107.53281161055565 17.49528092390392 leaf_count=74 2673 311 internal_value=0 -1.80405e-06 internal_weight=0 125.028 internal_count=3058 2984 is_linear=0 shrinkage=0.000400217 Tree=5939 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=3.15842 2.91692 threshold=-1.0000000180025095e-35 -0.083499999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021570619276158682 0.0040293014264193832 -0.0026252559447619214 leaf_weight=2.6422882836195631 40.009783022524061 86.729771601781977 leaf_count=84 919 2069 internal_value=0 -0.000522809 internal_weight=0 126.74 internal_count=3072 2988 is_linear=0 shrinkage=0.0204111 Tree=5940 num_leaves=3 num_cat=0 split_feature=151 160 split_gain=3.43907 3.18029 threshold=-0.52054499999999992 -0.40187499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046852136872814731 -0.00040704695027670931 3.7488568686749145e-05 leaf_weight=2.1561511940381015 2.5191975787893162 128.07046567540601 leaf_count=56 242 2763 internal_value=0 2.85717e-05 internal_weight=0 130.59 internal_count=3061 3005 is_linear=0 shrinkage=0.000400217 Tree=5941 num_leaves=3 num_cat=0 split_feature=124 160 split_gain=2.89738 2.72936 threshold=0.10230000000000002 -0.40187499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.022188803622209291 0.01508303839696702 -0.00080965211710940551 leaf_weight=2.4289875217218642 4.5841082935221484 119.6639620675378 leaf_count=249 39 2809 internal_value=0 -0.00125492 internal_weight=0 122.093 internal_count=3097 3058 is_linear=0 shrinkage=0.0204111 Tree=5942 num_leaves=4 num_cat=0 split_feature=1 42 15 split_gain=3.83043 7.23646 3.50409 threshold=0.077800000000000022 0.091840000000000019 0.025430000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2853236206581223e-05 7.7998458323725849e-05 -0.00051438548364532378 -0.00015146545934182463 leaf_weight=36.958385866437311 78.899189619463868 5.6721896171220569 12.21622337384906 leaf_count=1292 1066 315 415 internal_value=0 -9.81029e-05 4.70851e-05 internal_weight=0 42.6306 91.1154 internal_count=3088 1607 1481 is_linear=0 shrinkage=0.000400217 Tree=5943 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=3.09311 10.2448 5.01443 threshold=-0.083499999999999977 -0.084169999999999981 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032714758387462546 -0.0024623892876610019 0.045247786469126437 0.012936049491234621 leaf_weight=38.65960191152044 82.167344086570665 2.4742729613863039 9.755498997459652 leaf_count=903 1927 58 230 internal_value=0 0.0059124 -0.000814449 internal_weight=0 41.1339 91.9228 internal_count=3118 961 2157 is_linear=0 shrinkage=0.0204111 Tree=5944 num_leaves=4 num_cat=0 split_feature=2 4 2 split_gain=3.14068 6.41716 4.71308 threshold=0.097925000000000012 -0.078079999999999997 0.10387 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014814623009613972 0.00030929524416666861 -0.00011071062408579012 2.2199723848893923e-05 leaf_weight=20.760595744413877 11.467197184640098 57.798268403479597 43.917146693995164 leaf_count=771 158 1363 760 internal_value=0 -4.21895e-05 8.21463e-05 internal_weight=0 78.5589 55.3843 internal_count=3052 2134 918 is_linear=0 shrinkage=0.000400217 Tree=5945 num_leaves=3 num_cat=0 split_feature=1374 133 split_gain=3.3192 3.34628 threshold=-0.094679999999999986 -0.26577499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017534388180282884 -0.021395157006561132 0.001395498935202792 leaf_weight=4.0910847757477304 2.6316081297372866 123.84985987863547 leaf_count=53 202 2835 internal_value=0 0.000902806 internal_weight=0 126.481 internal_count=3090 3037 is_linear=0 shrinkage=0.0204111 Tree=5946 num_leaves=3 num_cat=0 split_feature=9 133 split_gain=3.19688 3.00375 threshold=-1.0000000180025095e-35 0.10635000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019320646784917374 0.00090888993550699312 -0.015419624163689388 leaf_weight=3.6739084873697712 123.54608523165734 4.7668119306727013 leaf_count=104 2570 444 internal_value=0 0.000289372 internal_weight=0 128.313 internal_count=3118 3014 is_linear=0 shrinkage=0.0204111 Tree=5947 num_leaves=4 num_cat=0 split_feature=15 4 1429 split_gain=4.11279 5.61184 3.16271 threshold=0.084580000000000016 0.17888000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044997614065296507 -0.00034626816495565531 0.00023412215687516153 1.4921860989565478e-05 leaf_weight=2.279176188800192 11.661364802526803 3.3642074363306156 118.52216913735174 leaf_count=133 984 19 1972 internal_value=0 -0.000215549 5.742e-06 internal_weight=0 15.0256 120.801 internal_count=3108 1003 2105 is_linear=0 shrinkage=0.000400217 Tree=5948 num_leaves=4 num_cat=0 split_feature=156 151 475 split_gain=2.99764 2.61162 0.375039 threshold=0.11896500000000002 -0.52342999999999995 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047089302878288716 -0.00023883525841800887 1.057265798652728e-05 -0.00064638893887886627 leaf_weight=1.7182135345065024 0.81458582027698856 128.83762602710704 1.0539194240991481 leaf_count=49 56 2944 42 internal_value=0 3.83813e-06 -0.000492261 internal_weight=0 130.556 1.86851 internal_count=3091 2993 98 is_linear=0 shrinkage=0.000400217 Tree=5949 num_leaves=4 num_cat=0 split_feature=0 1 16 split_gain=3.22575 4.36379 3.56367 threshold=-0.23031999999999997 0.11584000000000001 -0.095609999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.9483396742720856e-05 -4.8017004033057306e-05 0.00014647245806661039 0.0003369300094927526 leaf_weight=5.8443567496724418 94.538873544843227 22.849460174329579 9.3591128929983807 leaf_count=59 2557 424 51 internal_value=0 -1.00564e-05 0.000185224 internal_weight=0 117.388 15.2035 internal_count=3091 2981 110 is_linear=0 shrinkage=0.000400217 Tree=5950 num_leaves=4 num_cat=0 split_feature=1 42 43 split_gain=3.86907 5.52524 3.90162 threshold=0.10100500000000003 0.085505000000000012 -0.043084999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029747362006475641 0.011635304450629739 -0.012886639493964163 -0.00045103749290111386 leaf_weight=64.407848606097104 17.9443094379385 18.643055652424664 28.975691440704395 leaf_count=1345 348 963 411 internal_value=0 -0.003137 0.00418802 internal_weight=0 83.0509 46.92 internal_count=3067 2308 759 is_linear=0 shrinkage=0.0204111 Tree=5951 num_leaves=4 num_cat=0 split_feature=1 151 39 split_gain=3.00596 5.38347 3.56321 threshold=0.077800000000000022 -0.083899999999999988 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048882903426873637 9.5774896302230391e-06 -3.1678113884080006e-05 0.00021231589328844631 leaf_weight=4.5207431263988829 75.107350040663732 37.91482525828178 16.926170669903513 leaf_count=166 1192 1427 300 internal_value=0 -8.15375e-05 4.70764e-05 internal_weight=0 42.4356 92.0335 internal_count=3085 1593 1492 is_linear=0 shrinkage=0.000400217 Tree=5952 num_leaves=3 num_cat=0 split_feature=1446 4 split_gain=2.93374 3.00411 threshold=0.091520000000000018 0.50673000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0007423479483755482 -0.022589910618413065 0.018616995676981992 leaf_weight=127.47669612849859 2.0666069573708219 3.9299002388142972 leaf_count=2801 116 159 internal_value=0 0.00129231 internal_weight=0 131.407 internal_count=3076 2960 is_linear=0 shrinkage=0.0204111 Tree=5953 num_leaves=3 num_cat=0 split_feature=1373 2 split_gain=3.5867 3.00289 threshold=0.09586500000000002 0.14059000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00016897182762148476 -0.02534126761041787 0.012930046119413719 leaf_weight=121.64445521052039 2.0821701652603215 8.0885643541114387 leaf_count=2890 30 180 internal_value=0 0.00097506 internal_weight=0 129.733 internal_count=3100 3070 is_linear=0 shrinkage=0.0204111 Tree=5954 num_leaves=4 num_cat=0 split_feature=133 51 123 split_gain=3.54823 3.11221 1.98187 threshold=0.10681500000000001 -0.40148999999999996 0.091810000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021553786784774355 -0.025491186013991609 0.00030963516089653833 0.016632576653153756 leaf_weight=2.6619149158505016 3.3020670368568967 122.41368927299482 0.45997499208897341 leaf_count=100 394 2567 20 internal_value=0 -0.000174533 -0.020009 internal_weight=0 125.076 3.76204 internal_count=3081 2667 414 is_linear=0 shrinkage=0.0204111 Tree=5955 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=3.54283 4.08243 3.26529 threshold=0.10423500000000001 -0.11550499999999998 -0.52610499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0052182079377456076 -0.0073753140699488792 -0.0052253983237108767 0.0069801830517959781 leaf_weight=20.33017063231091 7.9836114838253698 65.77416390725557 35.951377627599868 leaf_count=228 101 2166 591 internal_value=0 -0.00275597 0.00435947 internal_weight=0 86.1043 43.935 internal_count=3086 2394 692 is_linear=0 shrinkage=0.0204111 Tree=5956 num_leaves=4 num_cat=0 split_feature=13 12 39 split_gain=4.18751 4.61957 3.76386 threshold=-0.10462499999999998 -0.052409999999999991 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011366942038344869 -0.0042129201327409001 0.010746798947093364 0.006814998051577305 leaf_weight=4.7515107037615989 88.466165531212027 20.791970351507189 14.98694614398846 leaf_count=82 2493 234 314 internal_value=0 0.00660162 -0.0026097 internal_weight=0 25.5435 103.453 internal_count=3123 316 2807 is_linear=0 shrinkage=0.0204111 Tree=5957 num_leaves=4 num_cat=0 split_feature=2 150 1444 split_gain=4.37296 3.99692 3.94068 threshold=0.092120000000000021 0.083435000000000023 -0.084559999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048321541269016438 1.5847426030832468e-05 0.00024718952372884039 -9.2618562542760556e-05 leaf_weight=1.8522388796554867 51.219915819743619 15.502087084096273 63.636381451869966 leaf_count=24 1028 179 1845 internal_value=0 6.99212e-05 -7.55351e-05 internal_weight=0 66.722 65.4886 internal_count=3076 1207 1869 is_linear=0 shrinkage=0.000400217 Tree=5958 num_leaves=4 num_cat=0 split_feature=480 151 2 split_gain=4.11758 4.08874 0.414443 threshold=0.086640000000000009 -0.084129999999999996 0.11662500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001543328797182122 -0.00046594192030759369 5.9360866044287914e-05 -0.00013347347401937326 leaf_weight=16.310621746786637 2.7777140332327686 113.22904334913983 0.90238391488674086 leaf_count=325 167 2561 28 internal_value=0 3.23442e-05 -0.000390767 internal_weight=0 129.54 3.6801 internal_count=3081 2886 195 is_linear=0 shrinkage=0.000400217 Tree=5959 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=3.377 3.37784 threshold=1.0000000180025095e-35 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00085009496220749806 -0.016797047613281338 0.02029522862736749 leaf_weight=118.66312660699259 5.2801421109543289 3.1210544636123805 leaf_count=2928 67 106 internal_value=0 -0.000290043 internal_weight=0 121.784 internal_count=3101 3034 is_linear=0 shrinkage=0.0204111 Tree=5960 num_leaves=3 num_cat=0 split_feature=1212 156 split_gain=3.0202 3.0495 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040722945541096355 -0.00041244207345466721 5.0244477600705548e-05 leaf_weight=2.3287770752758652 2.2115268052912134 129.48187902168138 leaf_count=222 159 2714 internal_value=0 4.21308e-05 internal_weight=0 131.693 internal_count=3095 2873 is_linear=0 shrinkage=0.000400217 Tree=5961 num_leaves=4 num_cat=0 split_feature=1456 2 3 split_gain=3.24607 2.89615 0.72313 threshold=-1.0000000180025095e-35 0.15412000000000003 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016009760095123755 -1.4766730480878357e-05 0.00033502722788290634 -0.00041983759528085244 leaf_weight=0.32201924815308336 126.06768003687466 3.7968008127645581 3.5948528956978398 leaf_count=5 2714 103 303 internal_value=0 -4.26013e-06 -0.000369035 internal_weight=0 129.864 3.91687 internal_count=3125 2817 308 is_linear=0 shrinkage=0.000400217 Tree=5962 num_leaves=4 num_cat=0 split_feature=14 1 2 split_gain=3.27885 2.77825 0.568733 threshold=0.073890000000000011 0.10100500000000003 0.095525000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6819763840711851e-05 -0.00049230867338154714 9.3385238473304744e-05 -0.00014351739494945664 leaf_weight=81.1796893977953 2.1604998043621886 49.477049383567646 1.3000772378145482 leaf_count=2216 81 767 22 internal_value=0 1.87404e-05 -0.000369879 internal_weight=0 130.657 3.46058 internal_count=3086 2983 103 is_linear=0 shrinkage=0.000400217 Tree=5963 num_leaves=3 num_cat=0 split_feature=1373 42 split_gain=3.01201 3.07228 threshold=0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0001296281720518533 -0.00049546355290265793 4.8528337174182177e-05 leaf_weight=17.794792637694627 1.695611246235784 115.56252770278661 leaf_count=867 25 2246 internal_value=0 2.46669e-05 internal_weight=0 133.357 internal_count=3138 3113 is_linear=0 shrinkage=0.000400217 Tree=5964 num_leaves=4 num_cat=0 split_feature=50 3 4 split_gain=4.27335 4.2647 4.1074 threshold=0.086500000000000007 0.17769000000000004 0.50590000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.7247788835330919e-06 -0.00034173270458407715 0.0003912630352441297 0.00042200417095646824 leaf_weight=119.76879856568485 9.1794269412639533 1.3773373924195755 3.8482546099694437 leaf_count=2352 538 19 160 internal_value=0 -0.000242996 2.09917e-05 internal_weight=0 10.5568 123.617 internal_count=3069 557 2512 is_linear=0 shrinkage=0.000400217 Tree=5965 num_leaves=4 num_cat=0 split_feature=2 16 15 split_gain=3.2487 5.45911 4.01488 threshold=0.099100000000000008 -0.15336499999999997 0.15110000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.005920781451999744 0.0046342329146329062 -0.0067401225387245054 -0.017486432064069253 leaf_weight=18.721565659972839 47.0179405096751 57.56093075903118 3.5760802259173934 leaf_count=244 853 1976 52 internal_value=0 -0.00362871 0.00303554 internal_weight=0 76.2825 50.594 internal_count=3125 2220 905 is_linear=0 shrinkage=0.0204111 Tree=5966 num_leaves=4 num_cat=0 split_feature=376 39 42 split_gain=3.0557 3.33686 1.94394 threshold=0.048375000000000008 -0.042029999999999991 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047290042914894549 -0.00010613533749259751 -1.6973059139400427e-05 0.00029653141912365207 leaf_weight=2.5170086248544967 2.4725207933224738 117.72955158638069 7.7903360992786457 leaf_count=37 18 2871 147 internal_value=0 -2.69476e-05 0.000199423 internal_weight=0 120.247 10.2629 internal_count=3073 2908 165 is_linear=0 shrinkage=0.000400217 Tree=5967 num_leaves=4 num_cat=0 split_feature=1429 1 2 split_gain=3.38816 2.82094 0.332381 threshold=-1.0000000180025095e-35 0.088975000000000012 0.10979000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032971334952767891 -5.4593371643437024e-05 6.4279463232641169e-05 -0.0007048304131203032 leaf_weight=1.8970486421021626 56.461937005398795 73.436201011252706 0.60971152770798642 leaf_count=125 1778 1132 25 internal_value=0 1.26073e-05 -0.000447187 internal_weight=0 129.898 2.50676 internal_count=3060 2910 150 is_linear=0 shrinkage=0.000400217 Tree=5968 num_leaves=4 num_cat=0 split_feature=3 50 0 split_gain=3.54731 3.78776 3.34444 threshold=0.17769000000000004 0.086500000000000007 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2377186274163776e-05 6.4354059648870869e-06 -0.0002066984732090114 0.00048855669935463498 leaf_weight=118.9700408830613 4.2669514582375996 11.541655726618044 4.9070903909159806 leaf_count=2412 76 547 70 internal_value=0 1.10757e-05 0.000267098 internal_weight=0 130.512 9.17404 internal_count=3105 2959 146 is_linear=0 shrinkage=0.000400217 Tree=5969 num_leaves=3 num_cat=0 split_feature=151 51 split_gain=3.96303 3.95107 threshold=-0.24462999999999999 -0.40548499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040724111079730175 -0.00042391628107931741 3.8516137187739476e-05 leaf_weight=3.3301735464192452 2.9181029293904421 127.60597209175467 leaf_count=71 126 2937 internal_value=0 2.78231e-05 internal_weight=0 130.524 internal_count=3134 3063 is_linear=0 shrinkage=0.000400217 Tree=5970 num_leaves=4 num_cat=0 split_feature=42 1 13 split_gain=3.74234 4.3325 3.9032 threshold=0.10038500000000002 0.12220000000000002 0.11069500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.024013164191339e-06 -0.00041463630511948655 0.00022470705473005918 0.00020939858868856596 leaf_weight=108.52931292328867 6.516046680742873 2.2015711686108261 14.790841675712725 leaf_count=2515 315 71 181 internal_value=0 -0.000252373 1.73395e-05 internal_weight=0 8.71762 123.32 internal_count=3082 386 2696 is_linear=0 shrinkage=0.000400217 Tree=5971 num_leaves=4 num_cat=0 split_feature=1456 15 3 split_gain=3.82513 2.88942 0.673509 threshold=-1.0000000180025095e-35 -0.095554999999999987 -0.15442999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011685225588714146 -7.4885190952284094e-05 6.0527649521921313e-05 -0.00042642683043122941 leaf_weight=0.35930767562240395 34.657920022422331 92.015904288258753 3.5238561842888876 leaf_count=5 624 2173 284 internal_value=0 2.34453e-05 -0.000374291 internal_weight=0 126.674 3.88316 internal_count=3086 2797 289 is_linear=0 shrinkage=0.000400217 Tree=5972 num_leaves=4 num_cat=0 split_feature=11 4 43 split_gain=2.44355 3.67023 2.84326 threshold=0.081130000000000022 0.36766000000000004 -0.07440999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.005160121887220627 -0.023703250039348991 0.00097176987126632876 -0.0013062292899918265 leaf_weight=44.154528375456721 4.1942242177901772 6.0052244774997234 78.593399821551429 leaf_count=1169 136 54 1726 internal_value=0 -0.00932231 0.00102241 internal_weight=0 10.1994 122.748 internal_count=3085 190 2895 is_linear=0 shrinkage=0.0204111 Tree=5973 num_leaves=4 num_cat=0 split_feature=133 43 12 split_gain=3.46809 3.72729 3.52739 threshold=0.088435000000000014 -0.07440999999999999 -0.010419999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7712964842225933e-05 0.00014606315710413801 -5.09910213409259e-05 -0.00034487093436758683 leaf_weight=40.502733646739216 3.0534018721664333 80.419882911133755 9.2747685296744713 leaf_count=850 86 1544 632 internal_value=0 -1.13867e-06 -0.000223058 internal_weight=0 120.923 12.3282 internal_count=3112 2394 718 is_linear=0 shrinkage=0.000400217 Tree=5974 num_leaves=4 num_cat=0 split_feature=474 402 484 split_gain=3.20448 2.89693 0.112504 threshold=-1.0000000180025095e-35 -0.095989999999999978 0.085515000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037862467147557809 -0.00043630442452657014 2.9552800136149182e-05 -0.00071171559893323658 leaf_weight=1.1673673571785901 2.0618618540611342 130.83681153996076 0.50660496996715654 leaf_count=101 220 2786 17 internal_value=0 2.1964e-05 -0.000517731 internal_weight=0 132.899 1.67397 internal_count=3124 3006 118 is_linear=0 shrinkage=0.000400217 Tree=5975 num_leaves=4 num_cat=0 split_feature=376 50 43 split_gain=3.43252 3.57977 1.25385 threshold=1.0000000180025095e-35 0.083315000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011583008531825868 0.0080348284442494713 -0.011635783521442108 0.024814823804548924 leaf_weight=113.86229188210928 6.5763903859187849 9.7907242512883368 2.5845567150972766 leaf_count=2405 140 552 21 internal_value=0 0.000135668 0.0130114 internal_weight=0 123.653 9.16095 internal_count=3118 2957 161 is_linear=0 shrinkage=0.0204111 Tree=5976 num_leaves=3 num_cat=0 split_feature=46 50 split_gain=3.62598 2.9568 threshold=0.081930000000000017 0.086500000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.3661304818588237e-05 -0.00043077622425323063 -0.00019489381998812088 leaf_weight=115.98937662993558 3.0219754015561184 10.728883787804078 leaf_count=2516 50 553 internal_value=0 5.00113e-06 internal_weight=0 126.718 internal_count=3119 3069 is_linear=0 shrinkage=0.000400217 Tree=5977 num_leaves=4 num_cat=0 split_feature=160 38 15 split_gain=2.77435 2.82444 0.114486 threshold=-0.40187499999999993 0.10208000000000002 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0060835882911236582 0.0010360853071929514 -0.017570349108147781 -0.022266016068314031 leaf_weight=0.30922964372439343 125.13385567196019 3.3818451778497538 2.213857910999649 leaf_count=19 2824 44 226 internal_value=0 0.000531595 -0.0206255 internal_weight=0 128.516 2.52309 internal_count=3113 2868 245 is_linear=0 shrinkage=0.0204111 Tree=5978 num_leaves=3 num_cat=0 split_feature=158 1 split_gain=2.89781 2.91094 threshold=0.10858500000000001 0.077800000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.7703670847000656e-05 -0.00040790333700472549 5.0004310793725002e-05 leaf_weight=42.349515076039097 2.624132196444406 87.393149813011405 leaf_count=1524 160 1430 internal_value=0 8.28788e-06 internal_weight=0 129.743 internal_count=3114 2954 is_linear=0 shrinkage=0.000400217 Tree=5979 num_leaves=4 num_cat=0 split_feature=52 3 453 split_gain=4.48867 3.63118 3.4393 threshold=-0.24600999999999998 -0.51464499999999991 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.026409732643868099 0.00086005582598765726 -0.020306914862729755 -0.017806306530140835 leaf_weight=0.67255139350891102 117.31149773752986 6.9291263621271346 4.1495685729314564 leaf_count=1 2698 338 65 internal_value=0 -0.0158503 0.00020653 internal_weight=0 7.60168 121.461 internal_count=3102 339 2763 is_linear=0 shrinkage=0.0204111 Tree=5980 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=3.21642 4.54334 2.78112 threshold=0.18595000000000003 0.13419 -0.13409999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4881609062737988e-05 -1.0504958309046918e-05 0.0004412472572378626 0.00045928788228373691 leaf_weight=116.96082114571982 3.9525904908077791 3.0511209280230096 4.0021376461954778 leaf_count=2919 63 37 89 internal_value=0 -3.21228e-05 0.000228949 internal_weight=0 120.012 7.95473 internal_count=3108 2956 152 is_linear=0 shrinkage=0.000400217 Tree=5981 num_leaves=4 num_cat=0 split_feature=4 457 4 split_gain=4.53171 3.69271 0.146486 threshold=0.50673000000000001 -0.15747999999999998 0.51074000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031364436565936929 0.00019480991577509654 -4.9759297887242965e-05 0.000423210271625308 leaf_weight=4.5412163211440193 0.85806392173981194 120.17769405982108 3.3110332558862865 leaf_count=39 24 2882 137 internal_value=0 -3.62577e-05 0.000382527 internal_weight=0 124.719 4.1691 internal_count=3082 2921 161 is_linear=0 shrinkage=0.000400217 Tree=5982 num_leaves=4 num_cat=0 split_feature=15 0 15 split_gain=3.6851 5.76264 4.14215 threshold=-0.095604999999999982 -0.10497999999999998 -0.24269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0051009058215856599 0.0077769605429087868 -0.0027065886040104317 -0.011083313161998013 leaf_weight=8.8540064787375723 33.543600896358839 62.13973766682102 25.018778453551931 leaf_count=245 309 2150 409 internal_value=0 0.000973412 -0.00685005 internal_weight=0 95.6833 33.8728 internal_count=3113 2459 654 is_linear=0 shrinkage=0.0204111 Tree=5983 num_leaves=3 num_cat=0 split_feature=1444 4 split_gain=3.11648 3.5248 threshold=-0.084559999999999982 -0.49977499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025444087464583182 -0.015064986158697898 0.00018498252888086395 leaf_weight=1.8319356944994059 6.5411717418464823 123.95919959692401 leaf_count=26 145 2963 internal_value=0 -0.000591663 internal_weight=0 130.5 internal_count=3134 3108 is_linear=0 shrinkage=0.0204111 Tree=5984 num_leaves=3 num_cat=0 split_feature=124 1375 split_gain=3.34754 2.7814 threshold=0.11158000000000001 -0.43271999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00052374676073569683 0.00037804924748521791 2.4292010272105614e-06 leaf_weight=1.5178684978745867 3.6646854141727081 126.64326306825387 leaf_count=14 30 3067 internal_value=0 -4.25426e-06 internal_weight=0 128.161 internal_count=3111 3081 is_linear=0 shrinkage=0.000400217 Tree=5985 num_leaves=4 num_cat=0 split_feature=3 3 42 split_gain=2.89432 5.36239 4.85014 threshold=-0.097724999999999992 -0.078644999999999979 0.092260000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017228683112611296 -0.00022694947612512004 1.8017259114262877e-05 -0.00024876644368209967 leaf_weight=29.558306739141699 17.122481982300087 84.366687677298614 5.0399034625443155 leaf_count=389 1243 1396 68 internal_value=0 -2.35162e-05 0.000110348 internal_weight=0 101.489 34.5982 internal_count=3096 2639 457 is_linear=0 shrinkage=0.000400217 Tree=5986 num_leaves=3 num_cat=0 split_feature=52 484 split_gain=3.3531 3.19054 threshold=-0.42985499999999993 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039928471205938354 -0.00018555069162338721 5.5164470549732238e-05 leaf_weight=2.7622533582834867 9.4002050860690343 121.54622071465201 leaf_count=272 447 2331 internal_value=0 3.77406e-05 internal_weight=0 130.946 internal_count=3050 2778 is_linear=0 shrinkage=0.000400217 Tree=5987 num_leaves=3 num_cat=0 split_feature=0 159 split_gain=4.05673 3.60346 threshold=0.21217000000000003 0.10516000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016065241068924433 -0.025489144208167405 -0.014232245551996604 leaf_weight=117.87135668677001 2.3818575544864862 6.1923366436967617 leaf_count=2792 18 256 internal_value=0 0.00080385 internal_weight=0 124.064 internal_count=3066 3048 is_linear=0 shrinkage=0.0204111 Tree=5988 num_leaves=4 num_cat=0 split_feature=1213 44 475 split_gain=3.5488 3.1019 1.41296 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.084944999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032447313943372551 3.0184315798302599e-05 -0.00032946918387998387 -0.00037441953682927582 leaf_weight=0.42595437308773387 126.44252554568084 3.8496674138586959 4.8437376690380907 leaf_count=4 2575 56 461 internal_value=0 1.92841e-05 -0.000312352 internal_weight=0 130.292 5.26969 internal_count=3096 2631 465 is_linear=0 shrinkage=0.000400217 Tree=5989 num_leaves=4 num_cat=0 split_feature=1 3 457 split_gain=4.65062 6.89317 3.87703 threshold=0.088035000000000016 0.10812000000000001 0.069705000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0075318511286642346 0.0010086187116555537 0.014608992538943955 0.0137415849523223 leaf_weight=47.462162552594236 61.593966183441808 6.5757494866847983 11.778041747980749 leaf_count=1822 1103 24 143 internal_value=0 -0.00481295 0.0030704 internal_weight=0 54.0379 73.372 internal_count=3092 1846 1246 is_linear=0 shrinkage=0.0204111 Tree=5990 num_leaves=4 num_cat=0 split_feature=1213 456 475 split_gain=4.25047 2.55716 1.72854 threshold=-1.0000000180025095e-35 0.084065000000000015 -0.085669999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017143817401233694 0.00045867078466246944 -0.013770745483952086 -0.022886709863878307 leaf_weight=0.4165103556588291 118.52665739877921 5.3938046128459964 4.549621244903391 leaf_count=3 2450 181 450 internal_value=0 -0.000172556 -0.0192254 internal_weight=0 123.92 4.96613 internal_count=3084 2631 453 is_linear=0 shrinkage=0.0204111 Tree=5991 num_leaves=3 num_cat=0 split_feature=9 1447 split_gain=3.34788 3.13306 threshold=-0.016839999999999997 -0.086059999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044036403127531339 0.000385609243801608 -1.555191000316051e-05 leaf_weight=2.6408526453305958 3.0852539459083337 126.30871331337767 leaf_count=93 95 2860 internal_value=0 -5.66155e-06 internal_weight=0 129.394 internal_count=3048 2955 is_linear=0 shrinkage=0.000400217 Tree=5992 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.46179 3.96596 threshold=-0.5318799999999998 -0.24921999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036900601417543455 0.00029146306412751439 6.020388738920278e-06 leaf_weight=3.564173307735472 8.2408308965968882 117.15630966719255 leaf_count=36 115 2939 internal_value=0 2.50224e-05 internal_weight=0 125.397 internal_count=3090 3054 is_linear=0 shrinkage=0.000400217 Tree=5993 num_leaves=4 num_cat=0 split_feature=403 475 456 split_gain=3.44133 3.96462 3.19948 threshold=-1.0000000180025095e-35 -0.086424999999999988 0.084065000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.02086093206921508 0.001268783370655095 -0.017680508717691546 -0.014224187267273945 leaf_weight=1.1942070517688987 112.50647000659956 7.9189131609637098 5.729376603208947 leaf_count=5 2154 709 188 internal_value=0 -0.012438 0.00050529 internal_weight=0 9.11312 118.236 internal_count=3056 714 2342 is_linear=0 shrinkage=0.0204111 Tree=5994 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=3.01677 3.13153 threshold=-0.11700999999999999 -0.079274999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032478660903511285 -0.00036776833253646655 2.3405918146571884e-05 leaf_weight=5.0671260891249394 3.2534364392777197 126.29381021677182 leaf_count=45 159 2876 internal_value=0 1.32729e-05 internal_weight=0 129.547 internal_count=3080 3035 is_linear=0 shrinkage=0.000400217 Tree=5995 num_leaves=3 num_cat=0 split_feature=482 1373 split_gain=2.96131 2.85666 threshold=0.10022500000000002 0.099250000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0017699317195153555 -0.023845631821936563 -0.023559789270856023 leaf_weight=129.43730535151553 1.8515914460731426 1.7702724664559344 leaf_count=2981 104 23 internal_value=0 0.00140838 internal_weight=0 131.208 internal_count=3108 3004 is_linear=0 shrinkage=0.0204111 Tree=5996 num_leaves=4 num_cat=0 split_feature=156 4 475 split_gain=3.09792 3.3335 0.366478 threshold=0.11896500000000002 0.51026500000000008 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2475476056835125e-05 -0.00025452132364585075 0.00041869438753789912 -0.00065564568402508912 leaf_weight=128.03076320630862 0.85371495172148559 2.8259641116019329 1.0645751588017436 leaf_count=2847 56 137 45 internal_value=0 -2.814e-06 -0.000501011 internal_weight=0 130.857 1.91829 internal_count=3085 2984 101 is_linear=0 shrinkage=0.000400217 Tree=5997 num_leaves=4 num_cat=0 split_feature=43 34 133 split_gain=3.44854 6.00954 4.62773 threshold=-0.07440999999999999 -1.0000000180025095e-35 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0084570052823217841 -0.026661313708505718 8.5911981584026691e-05 -0.010259281212761116 leaf_weight=39.615169213371701 3.5538565028691655 77.155551705196558 6.2917593123020188 leaf_count=842 45 1796 372 internal_value=0 -0.00112715 0.00587313 internal_weight=0 80.7094 45.9069 internal_count=3055 1841 1214 is_linear=0 shrinkage=0.0204111 Tree=5998 num_leaves=4 num_cat=0 split_feature=1 15 33 split_gain=3.45844 6.55202 3.65357 threshold=0.088975000000000012 -0.090714999999999976 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040566118975716796 -0.00038658590861405596 -2.6283544819433074e-05 6.5980682106037941e-05 leaf_weight=8.4307803562260215 2.8645658986642948 49.918628062303469 71.965266128521762 leaf_count=331 34 1592 1175 internal_value=0 -8.1771e-05 4.81042e-05 internal_weight=0 58.3494 74.8298 internal_count=3132 1923 1209 is_linear=0 shrinkage=0.000400217 Tree=5999 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=4.8206 5.82344 5.73666 threshold=1.0000000180025095e-35 -0.22295999999999996 0.0061350000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026811416025584913 -0.00029662147219983788 6.6937699093348084e-05 4.5169513340691028e-05 leaf_weight=21.601110820494796 7.5963039306807323 83.572439227224095 16.409226917581691 leaf_count=1261 175 1337 351 internal_value=0 3.63188e-05 -0.000133133 internal_weight=0 91.1687 38.0103 internal_count=3124 1512 1612 is_linear=0 shrinkage=0.000400217 Tree=6000 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=3.87562 3.45814 threshold=-0.43271999999999994 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028689922406605051 0.0011358215043586308 -0.019699604723941569 leaf_weight=1.801675796159542 123.28662254664596 3.2985655378142829 leaf_count=13 2962 106 internal_value=0 0.000575961 internal_weight=0 126.585 internal_count=3081 3068 is_linear=0 shrinkage=0.0204111 Tree=6001 num_leaves=4 num_cat=0 split_feature=132 0 0 split_gain=2.95587 6.66508 3.40174 threshold=0.08018500000000002 0.19242500000000004 -0.07087499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013381383774133729 -0.0028579626015118958 -0.04153818752087745 0.016875630581885567 leaf_weight=112.95391266257138 6.6955232312029693 1.6330608142889094 7.7885467677842808 leaf_count=2771 208 13 112 internal_value=0 -0.00195105 0.00780147 internal_weight=0 114.587 14.4841 internal_count=3104 2784 320 is_linear=0 shrinkage=0.0204111 Tree=6002 num_leaves=4 num_cat=0 split_feature=133 1 159 split_gain=3.79295 4.15684 3.14241 threshold=0.099280000000000021 0.10134000000000001 0.10516000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012095458556233972 -0.026268176350927656 0.010009366763896514 -0.013764164233353214 leaf_weight=116.09537698365966 4.3962255552796696 1.7881693908711893 6.0360274325939818 leaf_count=2321 422 59 225 internal_value=0 -0.0157873 0.00045758 internal_weight=0 6.18439 122.131 internal_count=3027 481 2546 is_linear=0 shrinkage=0.0204111 Tree=6003 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=3.60656 7.54551 6.31984 threshold=-0.10726999999999999 -0.075534999999999977 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010628365390675082 -0.00022666105068041233 3.2703854157687033e-05 -0.00040210889569217406 leaf_weight=50.446323503812891 29.232387869938975 46.274600426666439 4.135699453749111 leaf_count=522 1543 954 37 internal_value=0 -6.78957e-05 6.70182e-05 internal_weight=0 75.507 54.582 internal_count=3056 2497 559 is_linear=0 shrinkage=0.000400217 Tree=6004 num_leaves=4 num_cat=0 split_feature=43 13 1 split_gain=3.14792 4.32495 3.86577 threshold=-0.19537999999999997 0.16080000000000003 0.13662500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042606182879342705 -6.6417462592823284e-05 -2.3681740777560233e-05 0.00025741443824757731 leaf_weight=5.4406043373746789 110.42999703395981 8.9090283940604404 6.1286787498393087 leaf_count=44 2757 149 137 internal_value=0 0.000148815 -4.91596e-05 internal_weight=0 14.3496 116.559 internal_count=3087 193 2894 is_linear=0 shrinkage=0.000400217 Tree=6005 num_leaves=4 num_cat=0 split_feature=9 11 8 split_gain=3.43797 3.48519 3.2675 threshold=0.084755000000000011 0.088315000000000018 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017274012298767107 -0.02457384900143806 -0.016775661213858668 0.0011473122848974862 leaf_weight=117.75535039569877 4.2858870383352023 4.2877510270482153 3.8488066724967211 leaf_count=2904 48 93 57 internal_value=0 0.00106255 -0.0125539 internal_weight=0 122.043 8.13469 internal_count=3102 2997 105 is_linear=0 shrinkage=0.0204111 Tree=6006 num_leaves=4 num_cat=0 split_feature=1456 12 13 split_gain=4.16335 3.7447 0.0604729 threshold=-1.0000000180025095e-35 0.10042000000000002 -0.15325499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016291657124349929 4.4458275060630597e-05 -0.00018492173241400095 -0.00042082938459731391 leaf_weight=0.35244122892618213 113.31761340164667 12.562781082495347 3.3704974143693098 leaf_count=11 2363 397 291 internal_value=0 2.14223e-05 -0.000401883 internal_weight=0 125.88 3.72294 internal_count=3062 2760 302 is_linear=0 shrinkage=0.000400217 Tree=6007 num_leaves=4 num_cat=0 split_feature=43 42 147 split_gain=2.56872 6.42981 3.70105 threshold=0.0016150000000000003 0.077855000000000021 0.089245000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.6456934869335838e-05 0.00024922854763583338 -0.00019273010168733155 0.0002161315960585528 leaf_weight=100.49638476508335 16.488742767738589 7.629398660385049 8.5554955867119116 leaf_count=2439 269 291 114 internal_value=0 0.000109177 -3.48717e-05 internal_weight=0 24.1181 109.052 internal_count=3113 560 2553 is_linear=0 shrinkage=0.000400217 Tree=6008 num_leaves=4 num_cat=0 split_feature=2 149 1 split_gain=2.85972 4.20257 0.532323 threshold=0.14744000000000002 0.10096000000000001 0.109225 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2714295505188624e-06 0.00011630793881657728 -0.00056302646175309756 0.00038867343817141264 leaf_weight=120.37486771278782 1.8905740101472464 1.9789415316190559 3.4293752001249231 leaf_count=2882 23 29 107 internal_value=0 -4.91174e-07 0.000296274 internal_weight=0 122.354 5.31995 internal_count=3041 2911 130 is_linear=0 shrinkage=0.000400217 Tree=6009 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=3.15611 2.95117 1.8698 threshold=-0.083139999999999992 -0.15490999999999996 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045363648988945679 0.00018694017725567457 -1.1042245438851472e-05 0.00028304667365653888 leaf_weight=3.4835590222101009 13.302215914081897 119.33586813431612 0.57352278847247351 leaf_count=267 187 2637 11 internal_value=0 8.95425e-06 -0.000344692 internal_weight=0 132.638 4.05708 internal_count=3102 2824 278 is_linear=0 shrinkage=0.000400217 Tree=6010 num_leaves=3 num_cat=0 split_feature=33 124 split_gain=3.29642 2.80002 threshold=-1.0000000180025095e-35 -0.50873999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040068090197535421 -0.00048657435907460748 3.0465962802789993e-05 leaf_weight=2.88136356556788 1.5873677525669325 132.90968542265182 leaf_count=41 16 3080 internal_value=0 2.39641e-05 internal_weight=0 134.497 internal_count=3137 3096 is_linear=0 shrinkage=0.000400217 Tree=6011 num_leaves=3 num_cat=0 split_feature=151 1213 split_gain=3.07098 2.73993 threshold=-0.52342999999999995 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024685170333663832 -0.021160445407312243 0.0016318185945117436 leaf_weight=1.8182276199659089 2.1234170919051385 130.15613281141123 leaf_count=43 268 2763 internal_value=0 0.00124836 internal_weight=0 132.28 internal_count=3074 3031 is_linear=0 shrinkage=0.0204111 Tree=6012 num_leaves=4 num_cat=0 split_feature=43 123 15 split_gain=2.9434 3.4713 0.700599 threshold=0.25537500000000007 0.088610000000000008 -0.24211499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9547628919272254e-06 4.7686544898525326e-05 0.00030323948761873951 -0.00048460415066131429 leaf_weight=121.7942282204931 0.45175855234265361 6.1650318504543966 2.2849468296117257 leaf_count=2735 11 136 169 internal_value=0 1.30016e-05 -0.000398316 internal_weight=0 127.959 2.73671 internal_count=3051 2871 180 is_linear=0 shrinkage=0.000400217 Tree=6013 num_leaves=4 num_cat=0 split_feature=43 123 15 split_gain=3.11885 3.4038 0.456122 threshold=0.25537500000000007 0.088610000000000008 -0.23798499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.043478347903371e-06 -0.0014792925696704444 0.016241870289873419 -0.024798985399337822 leaf_weight=116.81353001458774 0.4287434630095962 5.5294904189067884 2.2091468223152324 leaf_count=2780 10 127 165 internal_value=0 0.000756892 -0.0212233 internal_weight=0 122.343 2.63789 internal_count=3082 2907 175 is_linear=0 shrinkage=0.0204111 Tree=6014 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=4.8291 4.78801 threshold=0.27266500000000005 -0.27157999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018233932215415003 -0.024601109315871603 5.574884195446573e-05 leaf_weight=6.2472278772329437 3.0402405406930475 118.98119548551767 leaf_count=112 49 2941 internal_value=0 0.000978076 internal_weight=0 125.228 internal_count=3102 3053 is_linear=0 shrinkage=0.0204111 Tree=6015 num_leaves=4 num_cat=0 split_feature=1429 52 2 split_gain=3.39127 3.29096 0.324443 threshold=-1.0000000180025095e-35 -0.081374999999999989 0.11089500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033433878550600583 0.00011343329880887785 -2.5115685300813634e-05 -0.0007151173634451283 leaf_weight=1.8507341239273949 38.350292074028403 95.905047649110202 0.5766159014601725 leaf_count=122 674 2288 23 internal_value=0 1.45226e-05 -0.000452336 internal_weight=0 134.255 2.42735 internal_count=3107 2962 145 is_linear=0 shrinkage=0.000400217 Tree=6016 num_leaves=4 num_cat=0 split_feature=16 4 13 split_gain=3.42621 3.81187 3.64723 threshold=0.26639000000000007 0.091965000000000005 0.17936000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.8953602166217231e-05 -0.00034589021246117101 0.00017077667748713197 -0.00028962069824323296 leaf_weight=113.04149205868089 8.7196451496347418 3.0090481069637454 5.9529171164031132 leaf_count=2574 316 41 157 internal_value=0 -0.000212976 1.2759e-05 internal_weight=0 11.7287 118.994 internal_count=3088 357 2731 is_linear=0 shrinkage=0.000400217 Tree=6017 num_leaves=4 num_cat=0 split_feature=43 43 11 split_gain=3.2584 5.87249 4.66859 threshold=-0.063379999999999978 -0.00051499999999999994 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0059222209445267248 -0.019567521441520824 -0.00052653579292861162 -0.018902029977118394 leaf_weight=47.893850350679713 7.3227195221552384 73.137951497872564 3.2701885457499875 leaf_count=1325 555 1124 52 internal_value=0 -0.00228424 0.00429775 internal_weight=0 80.4607 51.164 internal_count=3056 1679 1377 is_linear=0 shrinkage=0.0204111 Tree=6018 num_leaves=4 num_cat=0 split_feature=484 1444 147 split_gain=2.84163 3.58533 3.24844 threshold=-0.0048899999999999994 -0.083574999999999997 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031889856732784217 0.00056921951918234722 -5.3355833011445721e-06 0.0004156591044318736 leaf_weight=7.7963251334003854 1.6526400527218346 122.81641163839231 1.0004810094833372 leaf_count=480 13 2629 3 internal_value=0 2.79781e-06 -0.000231182 internal_weight=0 124.469 8.79681 internal_count=3125 2642 483 is_linear=0 shrinkage=0.000400217 Tree=6019 num_leaves=4 num_cat=0 split_feature=1 13 0 split_gain=4.20418 4.34847 1.51523 threshold=0.12700000000000003 0.17936000000000002 -0.20489499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004117214112870941 -0.0070805287043610226 -0.01697015605076635 0.013990110779225701 leaf_weight=112.15571049024948 1.5451727709732939 6.2226653106918084 11.817418566264676 leaf_count=2694 14 134 255 internal_value=0 -0.000517145 0.011515 internal_weight=0 118.378 13.3626 internal_count=3097 2828 269 is_linear=0 shrinkage=0.0204111 Tree=6020 num_leaves=4 num_cat=0 split_feature=376 3 3 split_gain=3.69328 3.4238 0.947478 threshold=0.048375000000000008 -0.10096999999999999 -0.010389999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.4043374993511824e-05 0.00035644051891581914 -7.6753544257027781e-05 9.1555506290797887e-05 leaf_weight=32.944152858050074 4.5341811606776901 89.151840613059903 4.2402518978342396 leaf_count=431 77 2507 81 internal_value=0 -3.60347e-05 0.000231201 internal_weight=0 122.096 8.77443 internal_count=3096 2938 158 is_linear=0 shrinkage=0.000400217 Tree=6021 num_leaves=4 num_cat=0 split_feature=13 150 13 split_gain=4.07884 5.18472 3.18613 threshold=0.11001000000000001 0.081245000000000026 0.16421000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.8367583622246172e-05 0.00047567703198209978 0.00013421024757192911 8.7758674895812409e-05 leaf_weight=84.682714148646482 4.8270511012233319 30.316402650554664 11.044095444027333 leaf_count=2499 46 366 184 internal_value=0 -7.51849e-06 0.000208246 internal_weight=0 114.999 15.8711 internal_count=3095 2865 230 is_linear=0 shrinkage=0.000400217 Tree=6022 num_leaves=3 num_cat=0 split_feature=33 1 split_gain=2.83255 3.47718 threshold=-1.0000000180025095e-35 0.077800000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036505483285243732 -9.1946827843162392e-05 5.1815014845356489e-05 leaf_weight=3.2487104428000739 38.947673932041653 86.801139351679012 leaf_count=44 1562 1435 internal_value=0 7.24605e-06 internal_weight=0 125.749 internal_count=3041 2997 is_linear=0 shrinkage=0.000400217 Tree=6023 num_leaves=4 num_cat=0 split_feature=131 13 39 split_gain=3.50682 2.59349 2.10031 threshold=0.092255000000000018 -0.083499999999999977 0.091910000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0046067647689375015 -0.019859664638977415 -0.0018526175956827232 0.013111921425616353 leaf_weight=37.522586729064642 5.5046744595456394 82.914700830802758 0.85982437769416709 leaf_count=917 312 1821 18 internal_value=0 0.000162231 -0.0152556 internal_weight=0 120.437 6.3645 internal_count=3068 2738 330 is_linear=0 shrinkage=0.0204111 Tree=6024 num_leaves=4 num_cat=0 split_feature=2 128 1 split_gain=3.30902 3.63865 0.57995 threshold=0.14780500000000005 0.085185000000000025 0.08869500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004430763098523361 0.0039347072420977914 -0.02287651909883557 0.01857152308306969 leaf_weight=120.54498764077653 1.6271421971323423 2.9775731855770564 4.1778457662439905 leaf_count=2719 24 206 112 internal_value=0 -0.00100407 0.0146209 internal_weight=0 123.523 5.80499 internal_count=3061 2925 136 is_linear=0 shrinkage=0.0204111 Tree=6025 num_leaves=4 num_cat=0 split_feature=52 52 12 split_gain=2.98876 9.04016 8.23075 threshold=0.084805000000000019 0.077655000000000016 0.023990000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4317845665863632e-06 7.1449861009599663e-05 0.00054404996670314549 -0.00036522030831409754 leaf_weight=102.3145694256018 15.171746613632424 4.9195849974639705 12.544662258802417 leaf_count=2060 163 68 816 internal_value=0 2.0318e-05 -0.000126865 internal_weight=0 107.234 27.7164 internal_count=3107 2128 979 is_linear=0 shrinkage=0.000400217 Tree=6026 num_leaves=4 num_cat=0 split_feature=1456 1213 3 split_gain=3.6571 2.63517 0.592626 threshold=-1.0000000180025095e-35 -0.082704999999999987 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0048251509147882749 -0.021068954038196776 0.0012040774051520634 -0.020779315272254587 leaf_weight=0.37519464513752598 2.1409153317945302 125.37824812907274 3.7784301796273203 leaf_count=6 261 2517 295 internal_value=0 0.000811981 -0.0184005 internal_weight=0 127.519 4.15362 internal_count=3079 2778 301 is_linear=0 shrinkage=0.0204111 Tree=6027 num_leaves=4 num_cat=0 split_feature=480 2 16 split_gain=3.67888 2.95742 0.451175 threshold=0.08598500000000002 -0.58149499999999998 -0.40493999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013476362096403126 -2.104981666948713e-05 2.93146481278046e-05 -0.0004497435910909518 leaf_weight=0.13839242979884048 0.46612976025790009 131.71922306960914 2.8643095444203928 leaf_count=2 12 2866 195 internal_value=0 2.67273e-05 -0.00039238 internal_weight=0 131.858 3.33044 internal_count=3075 2868 207 is_linear=0 shrinkage=0.000400217 Tree=6028 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=3.40168 2.82134 threshold=-0.39874999999999999 -0.13131999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044466896483221169 -0.00024737704459392329 4.151002130014356e-06 leaf_weight=2.8498256021121042 7.4821804363164111 120.15945757451118 leaf_count=119 133 2848 internal_value=0 -1.07971e-05 internal_weight=0 127.642 internal_count=3100 2981 is_linear=0 shrinkage=0.000400217 Tree=6029 num_leaves=4 num_cat=0 split_feature=160 474 4 split_gain=3.63635 2.66512 2.45575 threshold=-0.20907999999999996 -1.0000000180025095e-35 0.39524000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041887493954245118 -0.00047101623690214752 1.8780697673370125e-05 0.00030160988913283674 leaf_weight=4.8758850987978795 1.6933195828460146 124.36740313944392 0.81036713207140554 leaf_count=289 110 2622 48 internal_value=0 1.17893e-05 -0.000312355 internal_weight=0 126.061 5.68625 internal_count=3069 2732 337 is_linear=0 shrinkage=0.000400217 Tree=6030 num_leaves=3 num_cat=0 split_feature=3 52 split_gain=3.55607 3.52482 threshold=-0.24572499999999997 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037193140017099149 -0.00040261435698723879 3.2201956426929299e-05 leaf_weight=4.7133110959548494 2.9464280452739322 126.88532288037823 leaf_count=43 287 2743 internal_value=0 2.19957e-05 internal_weight=0 129.832 internal_count=3073 3030 is_linear=0 shrinkage=0.000400217 Tree=6031 num_leaves=4 num_cat=0 split_feature=4 376 3 split_gain=2.82097 3.142 2.91015 threshold=-0.48836499999999994 0.048375000000000008 -0.58647999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023110531311658557 -0.068205425250220358 0.008121044069548498 0.0012125354058570767 leaf_weight=4.060004396014846 0.14015623554587264 1.9091000026091931 126.49954851449002 leaf_count=142 3 14 2943 internal_value=0 -0.0131561 0.00107553 internal_weight=0 5.9691 126.64 internal_count=3102 156 2946 is_linear=0 shrinkage=0.0204111 Tree=6032 num_leaves=4 num_cat=0 split_feature=14 52 48 split_gain=3.37264 3.20834 0.143367 threshold=0.077685000000000018 -0.32783999999999996 -0.032929999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026844568110169259 -0.0002788840895215175 2.9898467428382642e-05 -0.00051216556373310141 leaf_weight=5.9383187749845083 1.3513374966569247 126.2380798700724 1.4915530944272166 leaf_count=310 16 2722 85 internal_value=0 1.62788e-05 -0.000416047 internal_weight=0 132.176 2.84289 internal_count=3133 3032 101 is_linear=0 shrinkage=0.000400217 Tree=6033 num_leaves=3 num_cat=0 split_feature=31 155 split_gain=2.80095 2.92856 threshold=-1.0000000180025095e-35 0.083500000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021521116580461859 0.00011910267078517232 -0.018187540350175425 leaf_weight=2.3572378572425796 120.84944279149204 3.6416410207748404 leaf_count=87 2776 208 internal_value=0 -0.000432269 internal_weight=0 124.491 internal_count=3071 2984 is_linear=0 shrinkage=0.0204111 Tree=6034 num_leaves=4 num_cat=0 split_feature=3 160 1 split_gain=3.44954 5.43575 2.90789 threshold=-0.15490999999999996 -0.11051499999999999 0.078295000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040039426107826951 -0.00037241915703151645 -3.4996404284233831e-06 3.1724672342047308e-05 leaf_weight=5.7367731630802146 6.6812338685558634 109.77433629690131 8.3271363780077063 leaf_count=28 372 2501 178 internal_value=0 -2.50025e-05 0.000184082 internal_weight=0 116.456 14.0639 internal_count=3079 2873 206 is_linear=0 shrinkage=0.000400217 Tree=6035 num_leaves=4 num_cat=0 split_feature=14 33 48 split_gain=2.9967 3.02483 0.847992 threshold=0.073890000000000011 -1.0000000180025095e-35 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041718451323937523 -0.00061956097023681245 2.4314824113725732e-05 -0.00019297225034082359 leaf_weight=2.42300030728802 1.2068046121421505 127.91796298787085 2.0941787560150251 leaf_count=40 14 2950 88 internal_value=0 1.57565e-05 -0.000364138 internal_weight=0 130.341 3.30098 internal_count=3092 2990 102 is_linear=0 shrinkage=0.000400217 Tree=6036 num_leaves=4 num_cat=0 split_feature=1 13 48 split_gain=4.62042 4.74544 2.95868 threshold=0.10423500000000001 0.077550000000000022 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0058893564370883352 0.0069332819879673567 0.0075537378090288678 -0.0066059585311524288 leaf_weight=66.997263416174974 36.774543362262193 12.970666740551676 8.12952749035321 leaf_count=2160 603 234 84 internal_value=0 -0.0037014 0.00447178 internal_weight=0 79.9679 44.9041 internal_count=3081 2394 687 is_linear=0 shrinkage=0.0204111 Tree=6037 num_leaves=4 num_cat=0 split_feature=133 1212 15 split_gain=2.62433 2.684 0.5591 threshold=-0.26577499999999993 -1.0000000180025095e-35 -0.20388499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.4772277046199127e-05 -0.00040565273140850239 3.3722000430480643e-05 -0.00046926775845083479 leaf_weight=0.30263319279765744 2.1535570569139955 131.95907435718254 1.9893753922042368 leaf_count=23 214 2717 178 internal_value=0 2.63341e-05 -0.000395572 internal_weight=0 134.113 2.29201 internal_count=3132 2931 201 is_linear=0 shrinkage=0.000400217 Tree=6038 num_leaves=3 num_cat=0 split_feature=9 0 split_gain=2.9582 2.8545 threshold=-1.0000000180025095e-35 0.18055000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018607134815761518 -0.00075573273176444814 0.014967684077120963 leaf_weight=3.4860865413793354 125.50865385881116 4.8898244141601017 leaf_count=92 2994 25 internal_value=0 -0.000153784 internal_weight=0 130.398 internal_count=3111 3019 is_linear=0 shrinkage=0.0204111 Tree=6039 num_leaves=3 num_cat=0 split_feature=1446 2 split_gain=3.0582 3.19918 threshold=0.091520000000000018 0.097925000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.5463685830990404e-05 -0.00045041011430890684 9.2973075840418071e-05 leaf_weight=77.360164375790191 2.1792417902324805 51.749033519809018 leaf_count=2060 125 891 internal_value=0 1.60518e-05 internal_weight=0 129.109 internal_count=3076 2951 is_linear=0 shrinkage=0.000400217 Tree=6040 num_leaves=4 num_cat=0 split_feature=14 401 0 split_gain=3.32658 3.10375 0.270659 threshold=0.077685000000000018 0.083100000000000021 -0.10185499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020583409484402292 -0.02477393007208099 -0.015961083456350774 -0.010432586039982442 leaf_weight=123.02203270417522 1.8589571760385299 4.0042616531572994 1.1185304514656298 leaf_count=2693 79 268 21 internal_value=0 0.00147676 -0.0199598 internal_weight=0 127.026 2.97749 internal_count=3061 2961 100 is_linear=0 shrinkage=0.0204111 Tree=6041 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=3.36224 6.17505 3.73903 threshold=0.085685000000000025 0.10812000000000001 -0.015559999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0097853832734595397 -0.005764234372222155 0.015352592211392395 0.00053088865387770424 leaf_weight=27.669029079814209 43.801112916517013 6.5327974897809318 52.712416848895373 leaf_count=629 1794 29 645 internal_value=0 -0.00299551 0.00372567 internal_weight=0 50.3339 80.3814 internal_count=3097 1823 1274 is_linear=0 shrinkage=0.0204111 Tree=6042 num_leaves=4 num_cat=0 split_feature=158 9 12 split_gain=3.1701 3.33978 3.09104 threshold=0.085745000000000002 0.084755000000000011 0.078120000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016438268007438516 0.002733195407620498 -0.011753044780520392 -0.023261226004622153 leaf_weight=115.58047447325225 3.1939376675290978 8.1977602643601113 4.5361386945296545 leaf_count=2659 93 98 229 internal_value=0 0.00074674 -0.0126351 internal_weight=0 123.778 7.73008 internal_count=3079 2757 322 is_linear=0 shrinkage=0.0204111 Tree=6043 num_leaves=4 num_cat=0 split_feature=480 3 2 split_gain=2.68876 2.80728 1.06835 threshold=0.08598500000000002 -0.10643499999999999 0.11662500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0058824662101216296 -0.023886276128249364 -0.0013561801767780521 0.0017804094423303309 leaf_weight=29.160407852978096 2.6021037612008509 93.877551412784669 0.87985400724573981 leaf_count=375 176 2511 27 internal_value=0 0.000363192 -0.0175472 internal_weight=0 123.038 3.48196 internal_count=3089 2886 203 is_linear=0 shrinkage=0.0204111 Tree=6044 num_leaves=4 num_cat=0 split_feature=376 1456 39 split_gain=4.02368 3.74455 1.02471 threshold=0.048375000000000008 1.0000000180025095e-35 0.08481000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0694791708079711e-05 7.1852200618662283e-05 -0.00045968422547702445 0.00034252522028517746 leaf_weight=116.87679719149673 3.6101725203916413 2.9411811321006089 6.1198332699132152 leaf_count=2674 36 247 124 internal_value=0 -2.2135e-05 0.000244056 internal_weight=0 119.818 9.73001 internal_count=3081 2921 160 is_linear=0 shrinkage=0.000400217 Tree=6045 num_leaves=4 num_cat=0 split_feature=42 1 457 split_gain=3.80509 4.97602 3.42975 threshold=0.085675000000000015 0.099515000000000006 -0.23052999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046162170332354763 -0.00025874122558929859 6.7786833851401818e-05 2.9951423416496128e-05 leaf_weight=2.9304837628733358 17.278863388717586 13.044476660783401 96.192771287536743 leaf_count=28 947 255 1849 internal_value=0 -0.000118543 4.32198e-05 internal_weight=0 30.3233 99.1233 internal_count=3079 1202 1877 is_linear=0 shrinkage=0.000400217 Tree=6046 num_leaves=4 num_cat=0 split_feature=457 132 15 split_gain=3.93546 4.09415 3.65203 threshold=0.082870000000000013 0.08018500000000002 -0.034374999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023213511147933928 0.014567255622886655 0.0098377584028707978 -0.0040091195705881221 leaf_weight=95.76750227768207 14.209644482558362 13.003874361602355 6.3112438768439452 leaf_count=2523 141 306 108 internal_value=0 -0.000859079 0.0088633 internal_weight=0 108.771 20.5209 internal_count=3078 2829 249 is_linear=0 shrinkage=0.0204111 Tree=6047 num_leaves=4 num_cat=0 split_feature=484 150 4 split_gain=3.17639 3.68878 3.03869 threshold=-0.0048899999999999994 0.094545000000000018 0.27150500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017615192147416137 2.5930154810132293e-07 0.015151275647760445 0.0087928800666267765 leaf_weight=7.136864174892251 105.08963823112208 1.6918049370869992 19.285568604362197 leaf_count=465 2290 20 358 internal_value=0 -0.0112252 0.00137032 internal_weight=0 8.82867 124.375 internal_count=3133 485 2648 is_linear=0 shrinkage=0.0204111 Tree=6048 num_leaves=4 num_cat=0 split_feature=38 156 40 split_gain=3.20856 3.59367 0.803178 threshold=1.0000000180025095e-35 0.11896500000000002 0.10283000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4338285991037596e-05 -0.00041710787158447365 -0.00052757999096545046 -0.00012685643920876919 leaf_weight=127.58468631761571 2.8622319739515651 1.7376741982006922 3.4359858466777951 leaf_count=2960 45 98 35 internal_value=0 2.63381e-05 -0.000263743 internal_weight=0 129.322 6.29822 internal_count=3138 3058 80 is_linear=0 shrinkage=0.000400217 Tree=6049 num_leaves=4 num_cat=0 split_feature=160 42 2 split_gain=4.29962 3.65348 3.13566 threshold=-0.11051499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034635157465485637 -0.00016951883208461059 4.2069118340643518e-05 -0.00041135910628171073 leaf_weight=0.9336785127816255 14.766899982263565 107.52494584846136 5.9913872254364824 leaf_count=22 768 1938 376 internal_value=0 1.63879e-05 -0.000305315 internal_weight=0 122.292 6.92507 internal_count=3104 2706 398 is_linear=0 shrinkage=0.000400217 Tree=6050 num_leaves=4 num_cat=0 split_feature=13 13 0 split_gain=4.22184 4.00679 3.16783 threshold=0.11001000000000001 0.17936000000000002 -0.11471499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.1481692535988992e-05 0.00045745196417588707 5.719850428050882e-05 -5.0872331175415721e-05 leaf_weight=49.946741184176062 6.6543551157228675 9.9125984476704598 68.629803688567335 leaf_count=472 57 178 2392 internal_value=0 0.000219958 4.90203e-06 internal_weight=0 16.567 118.577 internal_count=3099 235 2864 is_linear=0 shrinkage=0.000400217 Tree=6051 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=4.07386 11.0389 3.00575 threshold=0.077800000000000022 -0.08972999999999999 0.078295000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022120297120560489 0.02929388188155492 0.0012557004764962522 0.0017116290155493707 leaf_weight=11.75188980578241 1.5656061240006227 28.924239702846535 89.388567676971434 leaf_count=396 6 1211 1482 internal_value=0 -0.00554013 0.00222184 internal_weight=0 40.6761 90.9542 internal_count=3095 1607 1488 is_linear=0 shrinkage=0.0204111 Tree=6052 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=3.21673 5.06063 3.36684 threshold=-0.25766499999999998 -0.19153499999999998 0.11570500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033740900380521525 -0.00044855843777627817 -5.3105557372683573e-06 -0.00033323148354628165 leaf_weight=7.2924823694629577 4.1623143798788069 118.82243373124584 1.3374026762321589 leaf_count=215 88 2740 20 internal_value=0 -2.07063e-05 0.000230541 internal_weight=0 122.985 8.62989 internal_count=3063 2828 235 is_linear=0 shrinkage=0.000400217 Tree=6053 num_leaves=4 num_cat=0 split_feature=43 4 42 split_gain=3.36845 4.84344 3.00359 threshold=0.075180000000000011 -0.40515499999999993 0.083855000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016732356670837785 0.012064153103635828 -0.00062144879800315859 -0.0072560912769997418 leaf_weight=8.3038589587085863 14.155744301951929 102.08390795715604 4.2989967541361684 leaf_count=174 236 2585 114 internal_value=0 -0.00184911 0.00754692 internal_weight=0 110.388 18.4547 internal_count=3109 2759 350 is_linear=0 shrinkage=0.0204111 Tree=6054 num_leaves=4 num_cat=0 split_feature=49 1 42 split_gain=2.96378 7.08036 4.92141 threshold=-0.087004999999999985 0.10877000000000002 0.10038500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037688733601833475 2.2162154735244016e-05 0.00020799145378293336 -0.00030537855605894181 leaf_weight=10.144884015724527 108.72673236556147 4.8118724264204493 7.7676776832668102 leaf_count=127 2553 54 355 internal_value=0 -0.000188573 4.9957e-08 internal_weight=0 14.9568 116.494 internal_count=3089 181 2908 is_linear=0 shrinkage=0.000400217 Tree=6055 num_leaves=4 num_cat=0 split_feature=2 2 40 split_gain=3.73024 5.53292 3.19055 threshold=0.086635000000000004 0.086935000000000012 0.083905000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013594186285133077 0.00058836425890970722 1.1081950316789977e-05 0.00037235739903272833 leaf_weight=42.838440601426555 2.6349627879972095 83.552426694921451 1.9675239021889854 leaf_count=1250 40 1787 23 internal_value=0 2.94714e-05 -0.000112749 internal_weight=0 86.1874 44.806 internal_count=3100 1827 1273 is_linear=0 shrinkage=0.000400217 Tree=6056 num_leaves=3 num_cat=0 split_feature=1374 158 split_gain=2.79705 2.68687 threshold=-0.095439999999999983 0.11174500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034303244803344916 1.0631812888418799e-05 -0.0004272487970827373 leaf_weight=3.7463948149234048 125.72941991300468 2.1733414800255551 leaf_count=45 2853 121 internal_value=0 2.8241e-06 internal_weight=0 127.903 internal_count=3019 2974 is_linear=0 shrinkage=0.000400217 Tree=6057 num_leaves=3 num_cat=0 split_feature=448 2 split_gain=3.04427 3.30378 threshold=-0.083779999999999979 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019511328117799553 -0.0044205048632924415 0.0031305043535819243 leaf_weight=2.9094719787244676 32.222647458780557 95.182588074854721 leaf_count=49 777 2287 internal_value=0 0.00121854 internal_weight=0 127.405 internal_count=3113 3064 is_linear=0 shrinkage=0.0204111 Tree=6058 num_leaves=4 num_cat=0 split_feature=457 52 457 split_gain=2.7401 3.16199 2.88745 threshold=-0.0024349999999999997 -0.048794999999999991 -0.14786499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0062104551581915867 0.0055452585110808044 -0.0014455534759039497 -0.015760030551299674 leaf_weight=3.474908414296805 41.647170551965246 75.940926206167205 8.2686108404013776 leaf_count=44 830 1989 212 internal_value=0 0.00103336 -0.00926171 internal_weight=0 117.588 11.7435 internal_count=3075 2819 256 is_linear=0 shrinkage=0.0204111 Tree=6059 num_leaves=4 num_cat=0 split_feature=480 2 2 split_gain=3.41408 3.26885 0.321428 threshold=0.08598500000000002 0.097925000000000012 0.11662500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3398349394448005e-05 -0.00046376195808877773 8.6439808105704752e-05 -0.00013920948631526098 leaf_weight=76.581424959214928 2.5427075924926608 52.086588839101751 0.7502473925705998 leaf_count=2006 165 884 26 internal_value=0 9.19139e-06 -0.000396827 internal_weight=0 128.668 3.29295 internal_count=3081 2890 191 is_linear=0 shrinkage=0.000400217 Tree=6060 num_leaves=4 num_cat=0 split_feature=1446 146 50 split_gain=3.17856 2.62494 0.0277236 threshold=0.089430000000000009 0.095705000000000012 0.093975000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013729782093441236 -0.012980373260161741 -0.023369161246473348 -0.02376739763358331 leaf_weight=127.64932255004896 0.62206023086036966 1.6999572329223145 1.8700105725001774 leaf_count=2956 98 19 51 internal_value=0 0.00102788 -0.0217487 internal_weight=0 129.349 2.49207 internal_count=3124 2975 149 is_linear=0 shrinkage=0.0204111 Tree=6061 num_leaves=4 num_cat=0 split_feature=4 484 1 split_gain=3.11722 3.33355 0.200434 threshold=0.51074000000000008 -0.0048899999999999994 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012591626649575359 0.0074186867210041998 0.0011662825158732747 0.021565877969358258 leaf_weight=7.7190864764270364 0.66391702555119936 116.26561517419759 2.9434070732677355 leaf_count=475 8 2438 142 internal_value=0 0.000299149 0.0192639 internal_weight=0 123.985 3.60732 internal_count=3063 2913 150 is_linear=0 shrinkage=0.0204111 Tree=6062 num_leaves=3 num_cat=0 split_feature=9 4 split_gain=3.24632 3.91083 threshold=-0.016839999999999997 -0.49977499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041912390383318622 -0.00032991986195412474 1.049802299836529e-06 leaf_weight=2.7155556437792248 5.8866535514825946 122.46190063657923 leaf_count=100 130 2888 internal_value=0 -1.44043e-05 internal_weight=0 128.349 internal_count=3118 3018 is_linear=0 shrinkage=0.000400217 Tree=6063 num_leaves=3 num_cat=0 split_feature=45 43 split_gain=3.39544 3.17999 threshold=-1.0000000180025095e-35 -0.50992999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041161483656461471 0.00029541234129129573 -3.9575974048347622e-05 leaf_weight=2.7791985876392564 4.6041867632593485 121.22665954267723 leaf_count=28 52 2994 internal_value=0 -2.70669e-05 internal_weight=0 125.831 internal_count=3074 3046 is_linear=0 shrinkage=0.000400217 Tree=6064 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=4.65579 12.2194 4.41142 threshold=0.085880000000000026 -0.084074999999999997 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031970983241526372 -0.00024127009981366222 7.8909443408101834e-05 9.4098416727110494e-05 leaf_weight=20.980759097914415 6.7346560664009294 29.526579507746646 76.780177189270034 leaf_count=901 144 841 1206 internal_value=0 -8.7018e-05 6.67674e-05 internal_weight=0 50.5073 83.5148 internal_count=3092 1742 1350 is_linear=0 shrinkage=0.000400217 Tree=6065 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=3.03038 3.20221 threshold=-0.40148999999999996 0.13991000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042136215614951448 -6.8181063317428828e-06 0.0003031098202844328 leaf_weight=2.5954137587686992 124.88668476504608 5.4661123339901669 leaf_count=121 2862 122 internal_value=0 6.42715e-06 internal_weight=0 130.353 internal_count=3105 2984 is_linear=0 shrinkage=0.000400217 Tree=6066 num_leaves=4 num_cat=0 split_feature=52 48 52 split_gain=3.80065 4.81381 3.72759 threshold=-0.048794999999999991 -0.065059999999999993 -0.51586999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039918156127686453 0.0001820512060193772 -0.00010658130465563194 9.6194252910113595e-05 leaf_weight=2.4579014953778815 10.496508890530093 72.853196254647628 46.397428622978623 leaf_count=220 99 2081 713 internal_value=0 -7.00374e-05 7.04162e-05 internal_weight=0 83.3497 48.8553 internal_count=3113 2180 933 is_linear=0 shrinkage=0.000400217 Tree=6067 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=4.42939 6.75136 6.22508 threshold=0.085880000000000026 -0.17568999999999999 -0.07087499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021014959824761342 -0.00034780399675668819 9.532376988251784e-05 7.5383154529399008e-05 leaf_weight=28.941483364196756 5.845717961958143 73.093765281577362 21.041827628025203 leaf_count=1418 147 1191 312 internal_value=0 6.20626e-05 -9.0047e-05 internal_weight=0 78.9395 49.9833 internal_count=3068 1338 1730 is_linear=0 shrinkage=0.000400217 Tree=6068 num_leaves=4 num_cat=0 split_feature=1213 475 1373 split_gain=3.63638 3.18773 3.04891 threshold=-1.0000000180025095e-35 -0.085719999999999977 0.099250000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000410823206908721 3.4625309302639241e-05 -0.00042600113099822704 -0.00045567167486883778 leaf_weight=0.76681482791900624 122.94732083935378 4.7192358070133187 1.9539789573464066 leaf_count=2 2608 468 26 internal_value=0 -0.000303156 2.65538e-05 internal_weight=0 5.48605 124.901 internal_count=3104 470 2634 is_linear=0 shrinkage=0.000400217 Tree=6069 num_leaves=3 num_cat=0 split_feature=457 1213 split_gain=3.29066 3.82477 threshold=-0.15747999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033085014713977898 -0.00035324088674064022 5.1654064388877197e-06 leaf_weight=4.62766167463269 4.8500141847107434 122.69296791730812 leaf_count=41 481 2547 internal_value=0 -8.76141e-06 internal_weight=0 127.543 internal_count=3069 3028 is_linear=0 shrinkage=0.000400217 Tree=6070 num_leaves=4 num_cat=0 split_feature=0 0 3 split_gain=5.65721 8.56302 3.58688 threshold=-0.074249999999999997 -0.087944999999999982 0.076840000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4381053365931571e-05 0.00016152814328368323 -0.00036558938139998108 -9.5945777889400643e-05 leaf_weight=71.234542363090441 37.36333797169209 13.066740967278745 11.19135507987812 leaf_count=1078 779 1108 142 internal_value=0 -6.92312e-05 0.000102099 internal_weight=0 84.3013 48.5547 internal_count=3107 2186 921 is_linear=0 shrinkage=0.000400217 Tree=6071 num_leaves=4 num_cat=0 split_feature=14 0 3 split_gain=2.89313 4.11368 3.67119 threshold=-0.13131999999999996 -0.13112499999999996 0.30991000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026013213829506797 0.00025134436534066893 0.0042003217554477364 0.020632030877604526 leaf_weight=3.9732849956490099 121.63994921080666 3.4237217924674033 3.6852330831461577 leaf_count=42 2907 95 95 internal_value=0 -0.0121747 0.000868528 internal_weight=0 7.39701 125.325 internal_count=3139 137 3002 is_linear=0 shrinkage=0.0204111 Tree=6072 num_leaves=4 num_cat=0 split_feature=3 9 160 split_gain=3.7402 3.44364 1.30617 threshold=-0.16270999999999997 -0.016839999999999997 0.082545000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0067260773959747265 0.021390648285367329 -0.0015298251628700806 0.022727923492172442 leaf_weight=6.5229353548493219 2.6854575212928458 115.06761502886729 3.1546210651285946 leaf_count=138 99 2844 17 internal_value=0 -0.000987281 0.0121425 internal_weight=0 117.753 9.67756 internal_count=3098 2943 155 is_linear=0 shrinkage=0.0204111 Tree=6073 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=3.2318 10.8108 3.2128 threshold=1.0000000180025095e-35 -0.084074999999999997 -0.24600999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017905674385086282 -0.012310494732522667 0.0038206242952841607 0.0030161975916446772 leaf_weight=15.954797105641772 5.9992156155931289 23.417928964176099 84.56954593519913 leaf_count=805 176 769 1349 internal_value=0 -0.00500922 0.00198702 internal_weight=0 39.3727 90.5688 internal_count=3099 1574 1525 is_linear=0 shrinkage=0.0204111 Tree=6074 num_leaves=3 num_cat=0 split_feature=1444 13 split_gain=2.97282 2.60279 threshold=-0.084559999999999982 -0.083414999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023791479988083859 0.002672083964355425 -0.0035288867391873274 leaf_weight=1.863241467042825 42.380037987608375 83.7859018180352 leaf_count=28 975 2092 internal_value=0 -0.00144541 internal_weight=0 126.166 internal_count=3095 3067 is_linear=0 shrinkage=0.0204111 Tree=6075 num_leaves=4 num_cat=0 split_feature=484 0 3 split_gain=3.23699 3.1084 1.75184 threshold=-0.082264999999999991 -0.074249999999999997 0.10274500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044695264910993494 -1.6775649291549235e-05 0.00011328897973139373 0.00016067387313683975 leaf_weight=3.4080991053851895 82.37114977020974 45.661145957608824 0.90661953017115582 leaf_count=270 1989 864 8 internal_value=0 2.96688e-05 -0.000318442 internal_weight=0 128.032 4.31472 internal_count=3131 2853 278 is_linear=0 shrinkage=0.000400217 Tree=6076 num_leaves=3 num_cat=0 split_feature=1456 39 split_gain=4.81634 3.40958 threshold=-1.0000000180025095e-35 0.16168500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042522395450340803 1.2112589117510154e-05 0.0005221530898230273 leaf_weight=3.8898732236448259 124.65308562693099 2.023494796594604 leaf_count=292 2782 23 internal_value=0 2.07137e-05 internal_weight=0 126.677 internal_count=3097 2805 is_linear=0 shrinkage=0.000400217 Tree=6077 num_leaves=4 num_cat=0 split_feature=1 44 52 split_gain=3.20098 2.82242 1.25058 threshold=0.14023000000000002 1.0000000180025095e-35 0.054420000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00072955800204530137 0.0061238228609783443 -0.019920972178577561 0.024760231086119321 leaf_weight=119.47341621871601 3.9667493331944561 3.1686649776529512 2.4079257423873059 leaf_count=2936 91 51 43 internal_value=0 -0.00124312 0.0134693 internal_weight=0 122.642 6.37468 internal_count=3121 2987 134 is_linear=0 shrinkage=0.0204111 Tree=6078 num_leaves=3 num_cat=0 split_feature=39 49 split_gain=3.38423 3.35588 threshold=-1.0000000180025095e-35 -0.14931499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01590636255868396 0.012649264215605974 -0.00028272127634073523 leaf_weight=5.2555441120057358 8.8927262819197477 116.71754000849251 leaf_count=63 94 2948 internal_value=0 0.000643264 internal_weight=0 125.61 internal_count=3105 3042 is_linear=0 shrinkage=0.0204111 Tree=6079 num_leaves=4 num_cat=0 split_feature=13 16 1 split_gain=3.16442 4.86739 4.82896 threshold=0.077550000000000022 -0.26788499999999998 0.076845000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.007916883428623964 0.023691456599792615 0.0016046327343694942 0.0017801234612034921 leaf_weight=29.453210290641437 5.6862215506844249 14.749070485311675 77.321281403448666 leaf_count=1438 50 290 1298 internal_value=0 0.00784601 -0.000900239 internal_weight=0 20.4353 106.774 internal_count=3076 340 2736 is_linear=0 shrinkage=0.0204111 Tree=6080 num_leaves=3 num_cat=0 split_feature=33 44 split_gain=2.81151 2.74926 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018237411868851753 0.0018166437544808514 -0.014467349787793212 leaf_weight=3.0412055621854952 127.37245375143539 4.3596764681860796 leaf_count=44 3032 62 internal_value=0 0.0012659 internal_weight=0 131.732 internal_count=3138 3094 is_linear=0 shrinkage=0.0204111 Tree=6081 num_leaves=4 num_cat=0 split_feature=42 0 43 split_gain=3.49567 6.04741 3.99291 threshold=0.084050000000000014 -0.072864999999999985 -0.31011999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020031244775678237 -0.012491143389745845 0.0043809845387580227 0.0031945300802853878 leaf_weight=3.0844936930661779 20.148982286220416 15.635595742700387 88.318406494941883 leaf_count=104 1026 380 1576 internal_value=0 -0.00512842 0.0023872 internal_weight=0 35.7846 91.4029 internal_count=3086 1406 1680 is_linear=0 shrinkage=0.0204111 Tree=6082 num_leaves=4 num_cat=0 split_feature=132 1 13 split_gain=3.36515 4.15277 2.86469 threshold=0.08018500000000002 0.10100500000000003 -0.16497999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0046585970864870055 -0.018486257184671652 0.0033250646129767097 0.012070706821182699 leaf_weight=67.692757588527456 1.3192836164962489 45.161695160757517 12.755381896276957 leaf_count=2085 31 686 283 internal_value=0 -0.00146359 0.00908316 internal_weight=0 112.854 14.0747 internal_count=3085 2771 314 is_linear=0 shrinkage=0.0204111 Tree=6083 num_leaves=4 num_cat=0 split_feature=401 38 15 split_gain=2.89715 2.96037 0.910218 threshold=0.087020000000000014 1.0000000180025095e-35 -0.23798499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019951200396275217 0.014377762989579029 -0.012790295358998366 -0.021306979928696818 leaf_weight=118.65672598103629 0.25261251919437233 5.812049391839536 2.9342647557787123 leaf_count=2728 20 75 218 internal_value=0 0.00129384 -0.0180864 internal_weight=0 124.469 3.18688 internal_count=3041 2803 238 is_linear=0 shrinkage=0.0204111 Tree=6084 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=3.60289 7.19781 4.22169 threshold=0.0019650000000000002 -0.0022599999999999994 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2379980085966714e-05 0.00010630456943067925 -0.0004059412545969234 -0.00032483877649837074 leaf_weight=65.762937926996528 53.02382013532042 8.2825272906629817 3.797250884352251 leaf_count=1992 901 139 52 internal_value=0 -5.69491e-05 7.69098e-05 internal_weight=0 74.0455 56.8211 internal_count=3084 2131 953 is_linear=0 shrinkage=0.000400217 Tree=6085 num_leaves=4 num_cat=0 split_feature=0 0 13 split_gain=4.02018 6.00036 3.70163 threshold=-0.074249999999999997 -0.10643499999999999 -0.5318799999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7453311124657925e-05 -0.00058339196205993416 -0.00021188075629070921 0.00010673229214225404 leaf_weight=56.083356300005107 1.1690420133527357 26.983303534587321 46.467645319513394 leaf_count=568 8 1611 915 internal_value=0 -5.72283e-05 8.84678e-05 internal_weight=0 83.0667 47.6367 internal_count=3102 2179 923 is_linear=0 shrinkage=0.000400217 Tree=6086 num_leaves=3 num_cat=0 split_feature=31 34 split_gain=3.10817 3.41472 threshold=-1.0000000180025095e-35 -0.0079449999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021318847117633169 -0.018408501753601397 -0.00052647503649508385 leaf_weight=2.4926260946085668 4.5169344056630498 114.65400398445854 leaf_count=83 60 2934 internal_value=0 -0.0012209 internal_weight=0 119.171 internal_count=3077 2994 is_linear=0 shrinkage=0.0204111 Tree=6087 num_leaves=4 num_cat=0 split_feature=131 43 132 split_gain=3.6488 4.18893 3.25865 threshold=0.092255000000000018 -0.15246999999999997 0.087210000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00075484942870094988 0.02078254614182962 -0.021257218074905292 0.01368647953842772 leaf_weight=116.12035788806679 1.0795408623525871 6.1503396213229271 6.7838687854236914 leaf_count=2613 20 325 133 internal_value=0 -0.0147588 5.39914e-05 internal_weight=0 7.22988 122.904 internal_count=3091 345 2746 is_linear=0 shrinkage=0.0204111 Tree=6088 num_leaves=4 num_cat=0 split_feature=1375 3 43 split_gain=3.38874 4.11683 3.15108 threshold=-1.0000000180025095e-35 0.097615000000000021 -0.19537999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044991085564717755 0.0001914596370961487 0.00011413302129678949 -9.9710834766683504e-06 leaf_weight=5.5155373858869989 13.960596229240762 3.2209601863287389 107.11425524081278 leaf_count=121 197 17 2738 internal_value=0 -0.000243147 1.34104e-05 internal_weight=0 8.7365 121.075 internal_count=3073 138 2935 is_linear=0 shrinkage=0.000400217 Tree=6089 num_leaves=4 num_cat=0 split_feature=49 149 49 split_gain=2.74124 6.19437 3.51603 threshold=-0.087004999999999985 1.0000000180025095e-35 -0.079824999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015189185049892074 0.016244519118607977 0.012602768502750872 0.0010676338406539428 leaf_weight=11.245804711914387 6.6609866446815422 4.6359854785259804 104.57392846465882 leaf_count=131 74 57 2805 internal_value=0 -0.00704512 0.00199188 internal_weight=0 15.8818 111.235 internal_count=3067 188 2879 is_linear=0 shrinkage=0.0204111 Tree=6090 num_leaves=4 num_cat=0 split_feature=1213 475 151 split_gain=3.57859 3.25245 3.22263 threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040968860331107022 -0.00013313618576517482 -0.00044197051765446083 4.9077514104711423e-05 leaf_weight=0.76061737537384022 18.102518097279244 4.4691251369731608 106.11706248136761 leaf_count=2 338 473 2278 internal_value=0 -0.000312113 2.24275e-05 internal_weight=0 5.22974 124.22 internal_count=3091 475 2616 is_linear=0 shrinkage=0.000400217 Tree=6091 num_leaves=4 num_cat=0 split_feature=156 52 475 split_gain=3.18599 3.49558 0.257487 threshold=0.11896500000000002 -0.048794999999999991 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0041746622572941131 -0.014690322524892701 -0.0028456472734743042 -0.033902510363544254 leaf_weight=45.839124641475792 0.78006111925060384 82.670974549007951 1.0160715278179839 leaf_count=855 56 2146 42 internal_value=0 -0.000340072 -0.0269103 internal_weight=0 128.51 1.79613 internal_count=3099 3001 98 is_linear=0 shrinkage=0.0204111 Tree=6092 num_leaves=3 num_cat=0 split_feature=1374 158 split_gain=3.28901 2.74273 threshold=-0.049459999999999997 0.11034000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016781298622508434 0.0007592330292975995 -0.021426310510136645 leaf_weight=4.7432577174622557 122.86614691278373 2.2542617094040898 leaf_count=67 2885 137 internal_value=0 0.000340722 internal_weight=0 125.12 internal_count=3089 3022 is_linear=0 shrinkage=0.0204111 Tree=6093 num_leaves=4 num_cat=0 split_feature=2 49 123 split_gain=3.67198 4.03562 3.28672 threshold=0.096055000000000015 -0.085934999999999984 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033907630089870483 1.9080425701716066e-05 -4.4664240152121304e-05 0.00030298601311852454 leaf_weight=8.3866837707464565 52.363007957912487 61.321358157685609 7.3533493813592932 leaf_count=114 892 1934 142 internal_value=0 -8.05724e-05 5.45416e-05 internal_weight=0 69.708 59.7164 internal_count=3082 2048 1034 is_linear=0 shrinkage=0.000400217 Tree=6094 num_leaves=3 num_cat=0 split_feature=39 1 split_gain=3.41231 2.41212 threshold=-0.042029999999999991 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034515373734938381 -2.7361775607739266e-05 8.6006759547915208e-05 leaf_weight=4.2474323203787199 80.582118697508122 47.801524030030123 leaf_count=58 2273 738 internal_value=0 1.48873e-05 internal_weight=0 128.384 internal_count=3069 3011 is_linear=0 shrinkage=0.000400217 Tree=6095 num_leaves=4 num_cat=0 split_feature=3 1456 11 split_gain=3.51675 3.46126 3.20493 threshold=-0.15490999999999996 -1.0000000180025095e-35 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003296115164704775 -0.00040373836647563348 -1.1075422077105107e-05 -8.0109396246919664e-05 leaf_weight=8.9279671547701565 3.5987409255212688 116.33506730831141 4.5648641855514134 leaf_count=76 293 2641 126 internal_value=0 -2.32233e-05 0.000191477 internal_weight=0 119.934 13.4928 internal_count=3136 2934 202 is_linear=0 shrinkage=0.000400217 Tree=6096 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=4.97287 6.24819 3.86686 threshold=1.0000000180025095e-35 -0.029174999999999996 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2680848826375646e-05 8.8020458217349322e-06 -0.00030406124001060346 0.00022653264205453328 leaf_weight=20.582810654905188 74.656721282866783 17.080347580413218 15.727101744560057 leaf_count=835 1232 730 295 internal_value=0 -0.00012596 4.69213e-05 internal_weight=0 37.6632 90.3838 internal_count=3092 1565 1527 is_linear=0 shrinkage=0.000400217 Tree=6097 num_leaves=4 num_cat=0 split_feature=42 39 484 split_gain=3.60841 3.83971 3.43083 threshold=-1.0000000180025095e-35 0.16168500000000002 -0.0048899999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024423011561388593 -0.0002327073333806254 0.0004061296005712115 2.5348067814204019e-05 leaf_weight=16.317858458482082 8.8286212287785002 1.4944107234477986 107.05827396886161 leaf_count=819 430 3 1853 internal_value=0 -0.00018747 5.48297e-06 internal_weight=0 17.8123 115.887 internal_count=3105 822 2283 is_linear=0 shrinkage=0.000400217 Tree=6098 num_leaves=4 num_cat=0 split_feature=13 39 42 split_gain=3.44853 5.5488 2.97883 threshold=-0.10462499999999998 0.0047850000000000011 0.083855000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011588833027436749 -0.0030441684229016424 0.0097722380285776532 -0.0037997885571748749 leaf_weight=19.057077073899567 84.100077704057185 16.786083961080294 7.1491838188958345 leaf_count=202 2433 318 115 internal_value=0 -0.000903223 0.00739244 internal_weight=0 100.886 26.2063 internal_count=3068 2751 317 is_linear=0 shrinkage=0.0204111 Tree=6099 num_leaves=3 num_cat=0 split_feature=1375 1429 split_gain=3.607 3.67807 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027358762781744737 -0.025626826035524037 0.0012441437650743809 leaf_weight=1.8116784338053538 2.0462387066945658 127.44118959338812 leaf_count=17 134 2945 internal_value=0 0.000797739 internal_weight=0 129.487 internal_count=3096 3079 is_linear=0 shrinkage=0.0204111 Tree=6100 num_leaves=3 num_cat=0 split_feature=2 11 split_gain=3.30087 3.63454 threshold=-0.16649999999999998 0.088315000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01824469160010737 0.00016660441102094844 -0.018510204849164137 leaf_weight=3.9256151209119698 120.44489949229683 4.391126700982567 leaf_count=61 2925 95 internal_value=0 -0.000506354 internal_weight=0 124.836 internal_count=3081 3020 is_linear=0 shrinkage=0.0204111 Tree=6101 num_leaves=3 num_cat=0 split_feature=33 42 split_gain=2.95092 3.10972 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037671993376817256 -0.00013031747876501382 4.7972360550163768e-05 leaf_weight=2.9075655443593851 18.062584595845692 113.68473232651741 leaf_count=43 837 2229 internal_value=0 2.34389e-05 internal_weight=0 131.747 internal_count=3109 3066 is_linear=0 shrinkage=0.000400217 Tree=6102 num_leaves=4 num_cat=0 split_feature=156 160 475 split_gain=2.99002 2.9394 0.418922 threshold=0.11896500000000002 -0.40187499999999993 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040430492972056504 -0.00023672821665796616 1.4213214082820089e-05 -0.0006513979025107357 leaf_weight=2.6349292959348523 0.88820741164090566 125.20663757781585 1.0362698179669667 leaf_count=245 54 2726 41 internal_value=0 5.24093e-06 -0.000483553 internal_weight=0 127.842 1.92448 internal_count=3066 2971 95 is_linear=0 shrinkage=0.000400217 Tree=6103 num_leaves=4 num_cat=0 split_feature=14 133 16 split_gain=3.12384 3.02972 0.652948 threshold=0.073890000000000011 -0.39935999999999994 -0.19424999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046054192781811386 -0.00010397637634720519 2.4106506747509182e-05 -0.00047420816270090689 leaf_weight=1.9885640365755524 1.2088899964001032 126.22463427327966 2.3843422140344037 leaf_count=157 24 2789 85 internal_value=0 1.61944e-05 -0.000356555 internal_weight=0 128.213 3.59323 internal_count=3055 2946 109 is_linear=0 shrinkage=0.000400217 Tree=6104 num_leaves=3 num_cat=0 split_feature=150 52 split_gain=3.08627 4.4841 threshold=-0.096234999999999987 0.28122000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00026434642105286916 -5.1896890937199447e-06 -0.00038446879800797969 leaf_weight=6.2677624444477251 119.3946670491132 5.0989570178353452 leaf_count=64 2748 274 internal_value=0 -2.10556e-05 internal_weight=0 124.494 internal_count=3086 3022 is_linear=0 shrinkage=0.000400217 Tree=6105 num_leaves=4 num_cat=0 split_feature=1 4 12 split_gain=3.59796 4.88016 4.66688 threshold=0.094655000000000017 -0.17568999999999999 0.10042000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.8445104892319277e-05 -0.00030821342401287413 0.00010964257529537349 -0.00039938635029241546 leaf_weight=66.93308222019914 4.7778751709847702 53.400667811540188 5.8029616944695581 leaf_count=1899 112 807 269 internal_value=0 7.48003e-05 -5.86076e-05 internal_weight=0 58.1785 72.736 internal_count=3087 919 2168 is_linear=0 shrinkage=0.000400217 Tree=6106 num_leaves=3 num_cat=0 split_feature=158 1374 split_gain=2.87199 2.81884 threshold=0.10858500000000001 -0.094679999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030225022824463793 -0.00039838406337412333 2.4254299416005636e-05 leaf_weight=4.2722296381834886 2.662052925938041 124.75810372814158 leaf_count=49 159 2886 internal_value=0 1.3191e-05 internal_weight=0 129.03 internal_count=3094 2935 is_linear=0 shrinkage=0.000400217 Tree=6107 num_leaves=4 num_cat=0 split_feature=14 0 15 split_gain=3.38221 4.73987 4.00132 threshold=-0.13131999999999996 -0.13409999999999997 -0.23798499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.028953928529348374 0.018569330563092977 0.0045165891491812452 0.00052832473634302122 leaf_weight=3.6308102083858103 5.2451786902965969 3.2820498068467705 116.73263277560909 leaf_count=41 152 94 2823 internal_value=0 -0.0132443 0.00132043 internal_weight=0 6.91286 121.978 internal_count=3110 135 2975 is_linear=0 shrinkage=0.0204111 Tree=6108 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=3.39595 3.60229 2.31788 threshold=0.11584000000000001 0.11669500000000001 -0.14910999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020617950137407537 -0.006860677359191992 -0.026039962633956935 0.0088940249344733029 leaf_weight=99.095807638750557 4.76401742640883 2.5702918751630923 19.510393753706012 leaf_count=2609 51 65 370 internal_value=0 -0.00269598 0.00578475 internal_weight=0 101.666 24.2744 internal_count=3095 2674 421 is_linear=0 shrinkage=0.0204111 Tree=6109 num_leaves=4 num_cat=0 split_feature=3 403 11 split_gain=2.76281 4.24588 2.92415 threshold=-0.097724999999999992 -1.0000000180025095e-35 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0088605063725318862 -0.018057608654944105 -0.00050860506565284793 -0.0050850587215910707 leaf_weight=24.046554488129914 6.0222010308534655 90.368927185696521 8.3738507451635069 leaf_count=274 651 1987 176 internal_value=0 -0.00162469 0.00525341 internal_weight=0 96.3911 32.4204 internal_count=3088 2638 450 is_linear=0 shrinkage=0.0204111 Tree=6110 num_leaves=4 num_cat=0 split_feature=4 11 2 split_gain=3.93977 4.41196 3.8425 threshold=-0.078079999999999997 0.079700000000000007 0.088930000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015394168896069914 -0.00012987166339585286 -0.00041439118220353488 3.2973197359317878e-05 leaf_weight=34.359754031436751 40.256343471566652 2.2296532684413242 54.519819563553028 leaf_count=860 966 126 1141 internal_value=0 0.000118151 -3.62671e-05 internal_weight=0 36.5894 94.7762 internal_count=3093 986 2107 is_linear=0 shrinkage=0.000400217 Tree=6111 num_leaves=3 num_cat=0 split_feature=158 4 split_gain=2.75369 2.63652 threshold=0.10858500000000001 0.51362000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.9688998124443707e-05 -0.00040465433924065532 0.00041960360037669801 leaf_weight=123.39691437459624 2.8145393135964687 2.1159339151345185 leaf_count=2839 154 109 internal_value=0 -1.19159e-05 internal_weight=0 125.513 internal_count=3102 2948 is_linear=0 shrinkage=0.000400217 Tree=6112 num_leaves=4 num_cat=0 split_feature=2 159 4 split_gain=3.45284 3.97444 3.41495 threshold=1.0000000180025095e-35 -0.47141999999999995 -0.40515499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.030257760074165706 -0.0087887822861856865 -0.0076708420900734276 0.0032169274654925925 leaf_weight=1.0913093162234897 11.026020289224105 28.019486737292027 86.835233954829164 leaf_count=13 182 734 2160 internal_value=0 -0.00613848 0.00185575 internal_weight=0 29.1108 97.8613 internal_count=3089 747 2342 is_linear=0 shrinkage=0.0204111 Tree=6113 num_leaves=4 num_cat=0 split_feature=52 16 15 split_gain=2.68792 8.10149 3.29177 threshold=-0.057374999999999995 -0.1143 0.050935000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0046886545553408059 0.0037031922830856553 -0.0092639714231395696 -0.017000749459393769 leaf_weight=43.090309310900921 39.059458028481458 41.081680071547453 3.0170124208234474 leaf_count=833 587 1583 103 internal_value=0 -0.00294764 0.00323167 internal_weight=0 80.1411 46.1073 internal_count=3106 2170 936 is_linear=0 shrinkage=0.0204111 Tree=6114 num_leaves=4 num_cat=0 split_feature=1 2 48 split_gain=3.37739 3.87087 3.38478 threshold=0.10100500000000003 1.0000000180025095e-35 -0.086624999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010742982598793091 -0.015184911265098215 0.0013461060120936552 0.0075766105635504972 leaf_weight=12.983013972319894 2.7921574843057888 70.026822214229469 45.472487947743502 leaf_count=444 28 1876 741 internal_value=0 -0.000556592 0.00622774 internal_weight=0 83.0098 48.2646 internal_count=3089 2320 769 is_linear=0 shrinkage=0.0204111 Tree=6115 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=3.58329 7.30093 7.23884 threshold=0.084805000000000019 0.077655000000000016 0.13173000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5304031384434407e-05 -0.00022882417728214977 0.00060775584273714599 0.00035130579858560747 leaf_weight=99.583074365982611 20.836143109288972 3.3353333614359135 4.0198273454443543 leaf_count=2040 947 65 39 internal_value=0 3.51436e-05 -0.000133848 internal_weight=0 102.918 24.856 internal_count=3091 2105 986 is_linear=0 shrinkage=0.000400217 Tree=6116 num_leaves=4 num_cat=0 split_feature=1429 1 2 split_gain=2.84739 2.8295 0.342726 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.11089500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031175445644673162 -8.4028457030000449e-05 4.2717355128263511e-05 -0.00070096180155155522 leaf_weight=1.7090250828041456 41.074115660088864 89.448008255334571 0.57283859589369956 leaf_count=120 1545 1405 22 internal_value=0 2.79377e-06 -0.000437677 internal_weight=0 130.522 2.28186 internal_count=3092 2950 142 is_linear=0 shrinkage=0.000400217 Tree=6117 num_leaves=4 num_cat=0 split_feature=124 39 123 split_gain=4.22129 3.26209 2.43228 threshold=-0.048219999999999992 0.15608500000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.3321203546711529e-05 -2.9764482479811063e-05 0.00042759133903125924 0.00032733333301640668 leaf_weight=3.7219871297056661 115.64527742911014 2.4412751991767427 9.3150822744937596 leaf_count=58 2810 30 203 internal_value=0 -1.99132e-05 0.000219131 internal_weight=0 118.087 13.0371 internal_count=3101 2840 261 is_linear=0 shrinkage=0.000400217 Tree=6118 num_leaves=4 num_cat=0 split_feature=156 151 475 split_gain=3.26708 3.01136 0.264746 threshold=0.11896500000000002 -0.40941499999999992 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041684851860429752 -0.00030446634060126999 4.9241205150411023e-06 -0.00068541655612044667 leaf_weight=2.6593596091843201 0.84182087992667221 125.35623182472409 0.93844033154891693 leaf_count=62 57 2920 39 internal_value=0 -4.19428e-06 -0.000533954 internal_weight=0 128.016 1.78026 internal_count=3078 2982 96 is_linear=0 shrinkage=0.000400217 Tree=6119 num_leaves=4 num_cat=0 split_feature=49 2 15 split_gain=3.16663 8.47916 4.58956 threshold=-0.085934999999999984 0.11373500000000002 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038308629419410932 3.4754733006389391e-05 0.00026788420344880172 -0.00046046355702068726 leaf_weight=9.9556040792813274 108.45559626368777 4.6073947318946002 2.9709340989356852 leaf_count=140 2614 44 228 internal_value=0 -0.000176662 2.11019e-05 internal_weight=0 14.563 111.427 internal_count=3026 184 2842 is_linear=0 shrinkage=0.000400217 Tree=6120 num_leaves=4 num_cat=0 split_feature=151 52 403 split_gain=3.23371 6.36633 4.71561 threshold=-0.084129999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024851214843203554 -0.00022119278139262421 0.00031347539155691495 7.3380959548169714e-05 leaf_weight=15.015329495901826 9.3903922858735296 4.0023450040607704 103.98923003527671 leaf_count=291 708 39 2035 internal_value=0 -0.000129097 4.87895e-05 internal_weight=0 19.0177 113.38 internal_count=3073 330 2743 is_linear=0 shrinkage=0.000400217 Tree=6121 num_leaves=4 num_cat=0 split_feature=12 12 2 split_gain=4.54871 3.61349 3.17009 threshold=0.10042000000000002 0.097345000000000015 0.15361500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00074478357489027531 -0.014914113532721849 0.016022078653492495 0.019559801265349865 leaf_weight=112.44374794634859 10.881672960134891 6.7316544242930823 1.1395623619609967 leaf_count=2529 384 113 33 internal_value=0 0.00162195 -0.0114958 internal_weight=0 119.175 12.0212 internal_count=3059 2642 417 is_linear=0 shrinkage=0.0204111 Tree=6122 num_leaves=4 num_cat=0 split_feature=16 133 4 split_gain=3.01743 7.88429 4.20626 threshold=0.14676000000000003 -0.031084999999999998 -0.078079999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0089349125328270079 0.01747179050028182 -0.013291124704237258 -0.00073127648879396038 leaf_weight=24.256119335750554 4.2716730762404067 16.68982535196119 81.360397673186526 leaf_count=802 64 438 1766 internal_value=0 -0.00696253 0.00149579 internal_weight=0 20.9615 105.617 internal_count=3070 502 2568 is_linear=0 shrinkage=0.0204111 Tree=6123 num_leaves=4 num_cat=0 split_feature=150 474 160 split_gain=2.878 4.38358 4.11251 threshold=0.082085000000000019 0.084835000000000008 -0.066494999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0044619583802374893 -0.012729250475221353 0.0087819637739374803 0.007659718484695553 leaf_weight=86.912136609724257 4.8225235043792081 11.721729878729091 25.088367288932204 leaf_count=2430 121 278 284 internal_value=0 -0.00287987 0.0043372 internal_weight=0 98.6339 29.9109 internal_count=3113 2708 405 is_linear=0 shrinkage=0.0204111 Tree=6124 num_leaves=4 num_cat=0 split_feature=47 4 3 split_gain=4.09629 4.54883 4.03442 threshold=0.086425000000000016 -0.22295999999999996 -0.10583499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0075460647115857772 0.010359003202412407 0.0040434434655688351 -0.01107293633456837 leaf_weight=16.612782900716411 4.4054105924733475 90.277650739921228 19.493921571614919 leaf_count=218 35 2473 350 internal_value=0 0.0022362 -0.00709246 internal_weight=0 106.89 23.8993 internal_count=3076 2691 385 is_linear=0 shrinkage=0.0204111 Tree=6125 num_leaves=3 num_cat=0 split_feature=44 39 split_gain=2.73376 3.33877 threshold=1.0000000180025095e-35 0.15608500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00085791377721649263 -0.015417493531954251 0.025922310391446744 leaf_weight=124.95293202510948 4.0968798300018525 2.142389942193403 leaf_count=3027 58 25 internal_value=0 0.00130286 internal_weight=0 127.095 internal_count=3110 3052 is_linear=0 shrinkage=0.0204111 Tree=6126 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=2.64687 2.7071 threshold=-0.094679999999999986 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00030196148050051904 -0.00024994488953582027 3.4216600705357261e-05 leaf_weight=4.0812053219415239 5.5136620169323569 118.32524239958366 leaf_count=48 478 2531 internal_value=0 2.13506e-05 internal_weight=0 123.839 internal_count=3057 3009 is_linear=0 shrinkage=0.000400217 Tree=6127 num_leaves=4 num_cat=0 split_feature=0 48 3 split_gain=3.80581 8.18522 5.95158 threshold=-0.11471499999999998 0.12879500000000002 0.14029000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011907851291014822 -0.00010773542753535912 -0.00047696168271198295 0.00024921133184083096 leaf_weight=45.211061595138744 71.82399988079851 3.9073972598416722 8.2440183677244914 leaf_count=471 2553 38 90 internal_value=0 7.06863e-05 -7.06865e-05 internal_weight=0 49.1185 80.068 internal_count=3152 509 2643 is_linear=0 shrinkage=0.000400217 Tree=6128 num_leaves=4 num_cat=0 split_feature=4 52 13 split_gain=3.13967 4.08401 0.214494 threshold=0.51026500000000008 0.11301500000000002 -0.094744999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.376925387879312e-05 0.00013403025382503672 -0.00021992590643813071 0.00042216181535681847 leaf_weight=111.92071613886947 0.64182085625361684 13.300122774158806 2.7384021119214585 leaf_count=2484 47 479 98 internal_value=0 -1.12266e-05 0.000373504 internal_weight=0 125.221 3.38022 internal_count=3108 2963 145 is_linear=0 shrinkage=0.000400217 Tree=6129 num_leaves=3 num_cat=0 split_feature=1373 52 split_gain=2.68639 3.07115 threshold=0.09586500000000002 -0.048794999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0046920984549422284 -0.023138188011885365 -0.0018791306809297259 leaf_weight=46.099239051094628 1.9263482842652582 82.474776179788023 leaf_count=938 33 2135 internal_value=0 0.000478966 internal_weight=0 128.574 internal_count=3106 3073 is_linear=0 shrinkage=0.0204111 Tree=6130 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=3.18482 4.63112 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.4711219440578539e-05 0.00030003974872311605 -0.0004425815530089688 leaf_weight=114.80134682586868 4.7687181473884257 4.0885657924227408 leaf_count=2977 74 46 internal_value=0 -2.9828e-05 internal_weight=0 118.89 internal_count=3097 3023 is_linear=0 shrinkage=0.000400217 Tree=6131 num_leaves=3 num_cat=0 split_feature=31 156 split_gain=3.11322 2.8729 threshold=-1.0000000180025095e-35 0.11896500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042028551873061495 5.3561362145453958e-06 -0.00049179678280071809 leaf_weight=2.747324878931976 126.66627366546527 1.7775829229212821 leaf_count=97 2897 95 internal_value=0 -1.9465e-06 internal_weight=0 128.444 internal_count=3089 2992 is_linear=0 shrinkage=0.000400217 Tree=6132 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=3.39261 3.07705 threshold=-0.24552499999999997 0.25537500000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026573370144657976 0.0013835520599547529 -0.022062761536127743 leaf_weight=1.7813343859743316 125.91726615033986 2.2641242047320693 leaf_count=21 2893 161 internal_value=0 0.000950516 internal_weight=0 128.181 internal_count=3075 3054 is_linear=0 shrinkage=0.0204111 Tree=6133 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=3.53537 4.11396 threshold=-0.15747999999999998 -0.0024349999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029783158619916758 -0.00033556932888308643 -3.7567238498669437e-05 leaf_weight=4.5665050770621738 7.8183074870757983 116.22554880214739 leaf_count=41 206 2840 internal_value=0 -5.66356e-05 internal_weight=0 124.044 internal_count=3087 3046 is_linear=0 shrinkage=0.000400217 Tree=6134 num_leaves=4 num_cat=0 split_feature=403 49 4 split_gain=2.80294 3.07753 0.732821 threshold=-0.092224999999999988 -0.085934999999999984 0.42491000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040186244119451279 -0.00012890905237388916 5.6508713708098557e-05 0.00017788092299642367 leaf_weight=2.8901096768386192 16.276980927941622 114.70137674413854 0.33114532288163889 leaf_count=374 195 2493 9 internal_value=0 3.3376e-05 -0.000338291 internal_weight=0 130.978 3.22125 internal_count=3071 2688 383 is_linear=0 shrinkage=0.000400217 Tree=6135 num_leaves=3 num_cat=0 split_feature=42 376 split_gain=2.9249 3.56034 threshold=-0.24552499999999997 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02658344644901689 -0.0014740444064394154 0.01267400759819827 leaf_weight=1.7148658377118398 115.08023377324935 7.8079064929625011 leaf_count=19 2924 157 internal_value=0 -0.000564405 internal_weight=0 122.888 internal_count=3100 3081 is_linear=0 shrinkage=0.0204111 Tree=6136 num_leaves=3 num_cat=0 split_feature=1375 375 split_gain=4.12718 2.91791 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029704275754097721 -0.023630472376921063 0.00063686156304068901 leaf_weight=1.838279907911782 1.9881226792931546 120.85308363374861 leaf_count=15 17 3015 internal_value=0 0.000222946 internal_weight=0 122.841 internal_count=3047 3032 is_linear=0 shrinkage=0.0204111 Tree=6137 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=3.17584 8.28174 3.40032 threshold=0.10100500000000003 0.086845000000000019 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013343120233378839 -0.0003049155724826114 0.00015733215138901966 0.00010502052672784975 leaf_weight=57.117225621106627 3.3814813438802949 21.512426360161044 45.485948224217282 leaf_count=2160 27 142 773 internal_value=0 -5.37701e-05 7.6022e-05 internal_weight=0 78.6297 48.8674 internal_count=3102 2302 800 is_linear=0 shrinkage=0.000400217 Tree=6138 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=3.00026 2.59927 threshold=-1.0000000180025095e-35 0.51378000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021399639817333709 -0.00096644149337508055 0.021344914604860276 leaf_weight=2.5322476166766128 122.59127544250805 2.1027304448070927 leaf_count=91 2921 89 internal_value=0 -0.000571391 internal_weight=0 124.694 internal_count=3101 3010 is_linear=0 shrinkage=0.0204111 Tree=6139 num_leaves=4 num_cat=0 split_feature=42 42 1 split_gain=3.30644 5.86934 4.60132 threshold=0.084050000000000014 0.083735000000000018 0.099515000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8973549874103768e-05 -0.00021445430131800873 0.0006895825106919784 8.2156196837216222e-05 leaf_weight=91.385135223517864 21.445611339946481 2.0947409684013101 13.623283647873903 leaf_count=1657 1100 46 274 internal_value=0 4.45841e-05 -9.93347e-05 internal_weight=0 93.4799 35.0689 internal_count=3077 1703 1374 is_linear=0 shrinkage=0.000400217 Tree=6140 num_leaves=4 num_cat=0 split_feature=52 39 1 split_gain=4.24672 4.37991 4.13563 threshold=-0.092264999999999986 -1.0000000180025095e-35 0.10859000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027564754396945575 -0.00033794271204258173 6.4125550421058368e-05 0.00011951199275295458 leaf_weight=13.566794792292059 4.4127421703306018 106.96808669063466 6.0726116105215615 leaf_count=485 48 2420 111 internal_value=0 4.78728e-05 -0.000153477 internal_weight=0 111.381 19.6394 internal_count=3064 2468 596 is_linear=0 shrinkage=0.000400217 Tree=6141 num_leaves=4 num_cat=0 split_feature=133 3 15 split_gain=3.19669 3.52937 0.317343 threshold=-0.26577499999999993 0.17769000000000004 -0.23798499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.5762938679831551e-05 2.0104680868549613e-05 0.00028368834764657503 -0.00046315996423903344 leaf_weight=0.33946957904845509 120.97716903384207 8.6136121041490679 2.1627394873648873 leaf_count=6 2749 152 188 internal_value=0 3.78543e-05 -0.000409191 internal_weight=0 129.591 2.50221 internal_count=3095 2901 194 is_linear=0 shrinkage=0.000400217 Tree=6142 num_leaves=4 num_cat=0 split_feature=47 46 13 split_gain=3.92938 4.16802 2.30399 threshold=0.11764000000000001 0.083550000000000013 -0.075974999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014550117779911032 0.0013738541279369736 -0.0261147596010547 -0.021523084276486033 leaf_weight=119.89990693092113 2.759759016422322 2.2170230597257605 5.2536247754178458 leaf_count=2935 41 33 87 internal_value=0 0.000931021 -0.0137273 internal_weight=0 122.117 8.01338 internal_count=3096 2968 128 is_linear=0 shrinkage=0.0204111 Tree=6143 num_leaves=4 num_cat=0 split_feature=155 13 15 split_gain=3.21378 3.06532 1.01007 threshold=0.08024000000000002 0.077550000000000022 -0.14937499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1172314369231458e-05 0.00016515151469053617 0.00013260735860481728 -0.00039997180489331936 leaf_weight=103.87995312157364 0.5125992884277365 22.102128029859159 4.1805412027606499 leaf_count=2530 11 297 223 internal_value=0 -2.34679e-06 -0.000335837 internal_weight=0 125.982 4.69314 internal_count=3061 2827 234 is_linear=0 shrinkage=0.000400217 Tree=6144 num_leaves=3 num_cat=0 split_feature=453 31 split_gain=3.23421 2.63658 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.022215337382066824 -0.015286913884238244 0.00093656492201556489 leaf_weight=2.3618955002748399 4.9500116910203351 126.3382772702389 leaf_count=93 75 2958 internal_value=0 0.00134604 internal_weight=0 128.7 internal_count=3126 3051 is_linear=0 shrinkage=0.0204111 Tree=6145 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=3.04671 3.15254 threshold=-0.40548499999999993 0.13842500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042097528261595232 1.0693719769813281e-05 0.00028331003800519729 leaf_weight=2.381035793288901 123.796022452123 7.0776885901577762 leaf_count=108 2837 144 internal_value=0 2.56665e-05 internal_weight=0 130.874 internal_count=3089 2981 is_linear=0 shrinkage=0.000400217 Tree=6146 num_leaves=4 num_cat=0 split_feature=49 3 49 split_gain=3.25253 5.79308 5.26858 threshold=-0.083659999999999984 -0.0020499999999999997 -0.081554999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9038669564281619e-05 0.00052763151560082633 -0.0004469599398262841 1.3691931669042716e-05 leaf_weight=10.374913158564597 3.180568639189004 6.6406785224389742 108.06747655985237 leaf_count=162 23 66 2806 internal_value=0 -0.000158437 2.89011e-05 internal_weight=0 17.0156 111.248 internal_count=3057 228 2829 is_linear=0 shrinkage=0.000400217 Tree=6147 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=3.10418 2.86189 threshold=-1.0000000180025095e-35 0.092235000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043426684997536981 -7.2160151844097328e-05 4.730943770378186e-05 leaf_weight=2.4549314730102187 61.827324169440544 66.595195180885639 leaf_count=92 1793 1221 internal_value=0 -1.02204e-05 internal_weight=0 128.423 internal_count=3106 3014 is_linear=0 shrinkage=0.000400217 Tree=6148 num_leaves=4 num_cat=0 split_feature=483 1213 42 split_gain=3.48652 3.62883 1.10718 threshold=0.096520000000000009 -1.0000000180025095e-35 0.092805000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015532611668173246 -0.02491295718390505 0.0017881048274784193 0.001760555792401313 leaf_weight=5.1452755160826191 2.784820380784367 121.67609085753065 0.81704716458625615 leaf_count=460 109 2453 72 internal_value=0 0.0010723 -0.0189917 internal_weight=0 126.821 3.60187 internal_count=3094 2913 181 is_linear=0 shrinkage=0.0204111 Tree=6149 num_leaves=4 num_cat=0 split_feature=403 151 11 split_gain=2.88423 3.16974 2.90979 threshold=-1.0000000180025095e-35 -0.085124999999999992 0.088160000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027843842855517951 3.1159018304399647e-05 -0.000303463046999353 -0.00024245494249874088 leaf_weight=1.7230447127949435 116.31399404953845 8.50823912987107 6.4657384120073393 leaf_count=23 2260 714 123 internal_value=0 -0.000203512 1.65424e-05 internal_weight=0 10.2313 122.78 internal_count=3120 737 2383 is_linear=0 shrinkage=0.000400217 Tree=6150 num_leaves=4 num_cat=0 split_feature=480 3 2 split_gain=3.14775 3.00435 0.89195 threshold=0.086640000000000009 -0.10075499999999998 0.11662500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013330885547030053 -0.00045089134775529828 -8.965491547730111e-06 -6.6053327519845411e-06 leaf_weight=31.263045959145529 2.8011303278508417 98.070910849324719 0.96753703463764384 leaf_count=420 179 2459 28 internal_value=0 2.55111e-05 -0.000340311 internal_weight=0 129.334 3.76867 internal_count=3086 2879 207 is_linear=0 shrinkage=0.000400217 Tree=6151 num_leaves=4 num_cat=0 split_feature=1 4 1 split_gain=3.11797 4.28545 3.10361 threshold=0.077800000000000022 -0.029174999999999996 0.078295000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7640651269466209e-06 0.00058054013864477388 -0.00025320737874921757 4.7366965168251096e-06 leaf_weight=21.64478977822364 1.4129213388077904 19.584973461256595 89.753900087307557 leaf_count=861 4 762 1509 internal_value=0 -0.000118131 1.43618e-05 internal_weight=0 41.2298 91.1668 internal_count=3136 1623 1513 is_linear=0 shrinkage=0.000400217 Tree=6152 num_leaves=4 num_cat=0 split_feature=1 51 13 split_gain=3.6025 3.31046 2.06517 threshold=0.12856000000000004 0.11355500000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031614803391739356 0.024833788010804991 -0.015713298595755206 0.005986311203175671 leaf_weight=110.9595317229905 3.2242194560822091 5.5283469869063984 9.2558801492559706 leaf_count=2672 138 162 125 internal_value=0 -0.000458945 0.0110331 internal_weight=0 116.488 12.4801 internal_count=3097 2834 263 is_linear=0 shrinkage=0.0204111 Tree=6153 num_leaves=4 num_cat=0 split_feature=43 0 13 split_gain=3.10591 3.00756 2.80523 threshold=-0.27157999999999993 -0.10726999999999999 0.16421000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.024734772149723486 0.0030047472290488536 -0.0033752804062940536 0.0024588759728287266 leaf_weight=3.8442754534771648 56.373377605559654 67.538589076299104 5.8894489302911097 leaf_count=30 557 2429 116 internal_value=0 -0.000472614 0.0114378 internal_weight=0 123.912 9.73372 internal_count=3132 2986 146 is_linear=0 shrinkage=0.0204111 Tree=6154 num_leaves=4 num_cat=0 split_feature=14 16 48 split_gain=4.3417 3.47239 1.07856 threshold=0.073890000000000011 -0.54213499999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029537115712314495 -0.00077518716413976362 -1.5599614098172806e-05 -0.00026567187066293583 leaf_weight=5.9295362749835467 1.1346772497927307 119.71013122942168 1.8457064569665806 leaf_count=77 16 2900 89 internal_value=0 -6.7349e-07 -0.000480696 internal_weight=0 125.64 2.98038 internal_count=3082 2977 105 is_linear=0 shrinkage=0.000400217 Tree=6155 num_leaves=4 num_cat=0 split_feature=3 3 474 split_gain=4.26783 5.50857 4.69058 threshold=-0.075754999999999975 -0.10075499999999998 0.084655000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.609821558761651e-05 -6.6441143960823117e-05 -0.014120907319389411 0.01528642796845326 leaf_weight=27.550198851429741 68.064958566046698 19.879704389877588 9.3282175086642365 leaf_count=425 1082 1483 113 internal_value=0 -0.00596476 0.00180345 internal_weight=0 47.4299 77.3932 internal_count=3103 1908 1195 is_linear=0 shrinkage=0.0204111 Tree=6156 num_leaves=3 num_cat=0 split_feature=3 16 split_gain=3.60748 3.3537 threshold=-0.52337999999999985 -0.15336499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024896114587181096 0.0058187715890896463 -0.0013991392252680843 leaf_weight=2.5327659330796441 38.514443680622207 87.632100338036253 leaf_count=22 503 2606 internal_value=0 0.000807804 internal_weight=0 126.147 internal_count=3131 3109 is_linear=0 shrinkage=0.0204111 Tree=6157 num_leaves=4 num_cat=0 split_feature=160 52 15 split_gain=3.04987 3.05047 0.0770253 threshold=-0.40187499999999993 -0.42985499999999993 -0.097469999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016841720719114889 -0.00039842633578284848 2.2544373854369035e-05 -0.00043678633729401237 leaf_weight=0.39250021145562675 2.7084919317785525 122.87516046245582 2.3348917460425573 leaf_count=25 277 2560 212 internal_value=0 1.31184e-05 -0.00040633 internal_weight=0 125.584 2.72739 internal_count=3074 2837 237 is_linear=0 shrinkage=0.000400217 Tree=6158 num_leaves=4 num_cat=0 split_feature=41 132 147 split_gain=2.8869 2.82284 2.77712 threshold=0.078535000000000008 0.08018500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045850721232825451 -0.00036041870514576501 0.00011683108971494591 3.5683441579954043e-05 leaf_weight=1.738101819064467 6.0193378313851991 2.8692425671033561 118.83160046878402 leaf_count=28 107 50 2878 internal_value=0 -0.000206825 2.81405e-05 internal_weight=0 8.88858 120.57 internal_count=3063 157 2906 is_linear=0 shrinkage=0.000400217 Tree=6159 num_leaves=4 num_cat=0 split_feature=1 48 4 split_gain=3.38919 3.56167 2.53216 threshold=0.11584000000000001 0.11362000000000001 0.24099500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3220884005410117e-06 3.928952440631235e-05 -0.00035221488868382233 0.00030888910673871619 leaf_weight=104.63176196878339 13.871176732471215 4.824182776734232 9.2674299784703162 leaf_count=2607 188 66 239 internal_value=0 -1.99994e-05 0.000148237 internal_weight=0 109.456 23.1386 internal_count=3100 2673 427 is_linear=0 shrinkage=0.000400217 Tree=6160 num_leaves=4 num_cat=0 split_feature=484 147 1444 split_gain=3.19869 3.39384 3.236 threshold=-0.0048899999999999994 0.10058000000000002 -0.082174999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01801132098916839 0.0274579930000407 0.021054314499002458 -0.00028498364404634343 leaf_weight=7.0748242606714467 1.665839492343365 0.96798282861709584 118.71833760027948 leaf_count=495 17 3 2614 internal_value=0 -0.0130851 0.000124073 internal_weight=0 8.04281 120.384 internal_count=3129 498 2631 is_linear=0 shrinkage=0.0204111 Tree=6161 num_leaves=3 num_cat=0 split_feature=482 2 split_gain=2.40831 2.33508 threshold=0.09939000000000002 0.12226000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.3159252991125928e-05 -0.00044432228678541766 0.00014188870258912905 leaf_weight=117.85721439102417 1.8060588132793771 17.810243967236602 leaf_count=2696 107 321 internal_value=0 7.29546e-06 internal_weight=0 135.667 internal_count=3124 3017 is_linear=0 shrinkage=0.000400217 Tree=6162 num_leaves=4 num_cat=0 split_feature=13 1 15 split_gain=3.60213 4.34566 2.6879 threshold=-0.10462499999999998 0.077800000000000022 -0.19153499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0087270916266819782 -0.0074832569271398612 0.0018386958241244028 0.010373226275534811 leaf_weight=3.4785862076096263 29.142339629044727 72.282768185075838 21.937448182026856 leaf_count=82 1492 1248 227 internal_value=0 -0.000845067 0.00773223 internal_weight=0 101.425 25.416 internal_count=3049 2740 309 is_linear=0 shrinkage=0.0204111 Tree=6163 num_leaves=3 num_cat=0 split_feature=149 43 split_gain=3.36503 4.14237 threshold=0.10096000000000001 -0.063379999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0053806045311829307 -0.023619344876452182 -0.0022720998885074734 leaf_weight=46.55448823720144 2.3346147548872969 79.851406273915927 leaf_count=1378 29 1697 internal_value=0 0.00054861 internal_weight=0 126.406 internal_count=3104 3075 is_linear=0 shrinkage=0.0204111 Tree=6164 num_leaves=4 num_cat=0 split_feature=4 43 1 split_gain=3.03693 3.52593 0.192031 threshold=0.51074000000000008 0.25035000000000007 0.11259500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00078890034923736227 0.0072202814707856434 -0.025341317430892091 0.021630965247832111 leaf_weight=120.4714825996416 0.63009766768664066 2.3753999623222617 2.4093714075861499 leaf_count=2733 9 175 132 internal_value=0 -0.0012863 0.0190062 internal_weight=0 122.847 3.03947 internal_count=3049 2908 141 is_linear=0 shrinkage=0.0204111 Tree=6165 num_leaves=4 num_cat=0 split_feature=376 1 52 split_gain=3.87238 2.90831 0.927728 threshold=0.048375000000000008 0.094695000000000015 -0.088019999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0044531554761512706 0.0026291979718235134 0.0019805242558445786 0.016883307223241065 leaf_weight=63.973667814214423 2.8281165510998107 53.794095120916609 6.0091628789668885 leaf_count=2137 43 814 114 internal_value=0 -0.00151528 0.0124117 internal_weight=0 117.768 8.83728 internal_count=3108 2951 157 is_linear=0 shrinkage=0.0204111 Tree=6166 num_leaves=4 num_cat=0 split_feature=2 0 151 split_gain=3.92045 5.35315 3.36448 threshold=0.097925000000000012 -0.063819999999999988 -0.40941499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013008937842946754 -0.00039676466799960878 0.00010697682052713711 9.9690090688509304e-05 leaf_weight=53.685919582298084 2.1745335095911278 21.19964839151362 51.396434933420096 leaf_count=1900 29 257 905 internal_value=0 -6.29179e-05 7.87527e-05 internal_weight=0 74.8856 53.571 internal_count=3091 2157 934 is_linear=0 shrinkage=0.000400217 Tree=6167 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=3.26972 4.37087 4.13996 threshold=-0.095604999999999982 -0.095034999999999981 0.085880000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022004376374730995 0.025268900990446506 0.001719113246985073 -0.0018320558595473577 leaf_weight=4.8850974146043873 3.2945505389652672 91.778681079056696 28.097566623386228 leaf_count=235 17 2445 419 internal_value=0 0.00256394 -0.00488414 internal_weight=0 95.0732 32.9827 internal_count=3116 2462 654 is_linear=0 shrinkage=0.0204111 Tree=6168 num_leaves=4 num_cat=0 split_feature=12 3 12 split_gain=3.34942 3.74038 3.45835 threshold=0.10042000000000002 -0.22004999999999997 0.097345000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.857281728410581e-05 0.00032627207221935599 -0.00026226188248197564 0.00031335984151150011 leaf_weight=108.48829421900882 1.9363425588235248 11.425559131213957 6.6618807634513351 leaf_count=2527 30 411 109 internal_value=0 -0.000174972 3.59152e-05 internal_weight=0 13.3619 115.15 internal_count=3077 441 2636 is_linear=0 shrinkage=0.000400217 Tree=6169 num_leaves=4 num_cat=0 split_feature=3 160 11 split_gain=3.11267 3.76869 2.38248 threshold=-0.15490999999999996 -0.20907999999999996 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015636972092560954 -0.017604316259549405 -8.187702669149041e-05 -0.0037512008467519742 leaf_weight=8.6647683222545293 5.2495918469721792 110.63353991982876 3.7234048259269903 leaf_count=79 324 2611 123 internal_value=0 -0.000891883 0.00982823 internal_weight=0 115.883 12.3882 internal_count=3137 2935 202 is_linear=0 shrinkage=0.0204111 Tree=6170 num_leaves=4 num_cat=0 split_feature=1213 475 11 split_gain=3.21402 4.34589 3.14821 threshold=-1.0000000180025095e-35 -0.086004999999999984 0.081130000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021632593154596452 0.003211881538438825 -0.021801291352513227 -0.0088715409191390104 leaf_weight=1.1068297922611234 117.5615165100171 4.6363027766637961 9.6180274951475422 leaf_count=3 2449 486 182 internal_value=0 -0.013177 0.00229107 internal_weight=0 5.74313 127.18 internal_count=3120 489 2631 is_linear=0 shrinkage=0.0204111 Tree=6171 num_leaves=4 num_cat=0 split_feature=1456 1212 49 split_gain=3.42968 2.4854 0.535933 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.056454999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0204672152416665 0.0020046743636246075 0.0023020715999192407 -0.021713711587038699 leaf_weight=1.9183270979847282 0.43618458995479192 125.71510640689303 2.9106384795304612 leaf_count=218 17 2636 235 internal_value=0 0.00194221 -0.0186577 internal_weight=0 127.633 3.34682 internal_count=3106 2854 252 is_linear=0 shrinkage=0.0204111 Tree=6172 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=2.76087 3.02751 threshold=-1.0000000180025095e-35 0.09309000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020942840183160623 -0.00032449945001007766 -0.02440210593708286 leaf_weight=2.381428455701097 124.50402088936244 2.1024644487770265 leaf_count=23 2995 40 internal_value=0 -0.000745548 internal_weight=0 126.606 internal_count=3058 3035 is_linear=0 shrinkage=0.0204111 Tree=6173 num_leaves=4 num_cat=0 split_feature=14 42 147 split_gain=4.63719 3.49433 0.431435 threshold=0.077685000000000018 -1.0000000180025095e-35 0.085765000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015425331154474503 -0.00032955140195745422 4.7238167555670358e-05 -0.00069000384516103091 leaf_weight=15.599263051739397 1.8183334191999159 112.49430164141449 1.0496187639655543 leaf_count=815 92 2197 11 internal_value=0 2.25872e-05 -0.00048244 internal_weight=0 128.094 2.86795 internal_count=3115 3012 103 is_linear=0 shrinkage=0.000400217 Tree=6174 num_leaves=4 num_cat=0 split_feature=15 4 43 split_gain=3.6585 6.94663 3.51447 threshold=0.079530000000000017 0.17888000000000001 0.25537500000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5610703655095634e-05 -0.00031328934329740088 0.00026844292714835953 -0.00042773094737249331 leaf_weight=110.4871709336403 14.002668129563974 4.192245816346257 2.6967655382723015 leaf_count=1858 1110 23 117 internal_value=0 -0.000178432 1.43972e-05 internal_weight=0 18.1949 113.184 internal_count=3108 1133 1975 is_linear=0 shrinkage=0.000400217 Tree=6175 num_leaves=4 num_cat=0 split_feature=128 45 2 split_gain=3.3675 2.69668 0.321608 threshold=0.085185000000000025 -1.0000000180025095e-35 0.10859000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020888259467694247 -0.023719421592903338 3.9363482107529092e-05 -0.0057030459921068501 leaf_weight=2.5275282784132278 2.5293712304919604 124.32939554618133 0.59009231435629761 leaf_count=27 176 2823 32 internal_value=0 0.000472816 -0.0206271 internal_weight=0 126.857 3.11946 internal_count=3058 2850 208 is_linear=0 shrinkage=0.0204111 Tree=6176 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.65731 4.58383 threshold=-0.15747999999999998 -0.079274999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032119391133891064 -0.00040223450422006561 1.5804451782296618e-05 leaf_weight=4.1960830209864062 4.2369417459995011 123.69986888222047 leaf_count=37 168 2908 internal_value=0 1.62045e-06 internal_weight=0 127.937 internal_count=3113 3076 is_linear=0 shrinkage=0.000400217 Tree=6177 num_leaves=4 num_cat=0 split_feature=14 402 15 split_gain=3.20408 2.86866 0.852859 threshold=0.073890000000000011 -0.095989999999999978 -0.14794999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041252216138475416 -5.2467376418657303e-05 5.028508686893299e-05 -0.00047614902522011336 leaf_weight=2.0712074401817508 1.1526495426660406 126.4566655379349 2.3158892494684542 leaf_count=217 20 2784 86 internal_value=0 4.24745e-05 -0.000341397 internal_weight=0 128.528 3.46854 internal_count=3107 3001 106 is_linear=0 shrinkage=0.000400217 Tree=6178 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=5.10595 6.07904 2.88332 threshold=0.09450500000000002 -0.10092 -0.0053599999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.407105257409032e-05 0.00015642688717541271 -0.00016471471617276134 -1.999451086573119e-05 leaf_weight=22.571281949116383 29.761025273241103 51.373286626749177 29.437828080088366 leaf_count=218 579 1961 398 internal_value=0 -8.87616e-05 6.88256e-05 internal_weight=0 73.9446 59.1989 internal_count=3156 2179 977 is_linear=0 shrinkage=0.000400217 Tree=6179 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=3.44446 4.02056 2.56195 threshold=0.084950000000000012 0.17936000000000002 0.092675000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3468219987772476e-06 -8.6454337200667924e-05 -0.00037142110822310776 0.00027312040361870672 leaf_weight=107.64172879535909 4.274362441305132 4.8896216851135241 11.7310923897312 leaf_count=2637 65 129 271 internal_value=0 -2.065e-05 0.00017716 internal_weight=0 112.531 16.0055 internal_count=3102 2766 336 is_linear=0 shrinkage=0.000400217 Tree=6180 num_leaves=4 num_cat=0 split_feature=14 4 3 split_gain=2.71315 2.8462 0.678627 threshold=0.073890000000000011 -0.49977499999999991 -0.0069549999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013506595598986306 -0.025943777707800215 0.0011009886189837269 -0.005897130995476639 leaf_weight=5.7100728662335305 1.8828853802988308 122.0133260673756 1.2134903595724598 leaf_count=134 73 2848 28 internal_value=0 0.000436676 -0.0185673 internal_weight=0 127.723 3.09638 internal_count=3083 2982 101 is_linear=0 shrinkage=0.0204111 Tree=6181 num_leaves=3 num_cat=0 split_feature=482 1213 split_gain=2.6517 2.54444 threshold=0.099580000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012588129222272109 -0.023372939833414978 0.0016912048839982689 leaf_weight=5.3229332351620533 1.7642859079933249 119.93703962309155 leaf_count=463 107 2549 internal_value=0 0.0010737 internal_weight=0 125.26 internal_count=3119 3012 is_linear=0 shrinkage=0.0204111 Tree=6182 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=3.34727 2.93261 threshold=-0.40548499999999993 0.13991000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021477146078638487 0.0008265252371906554 0.01531169435724652 leaf_weight=2.5791360856819656 120.23634677560767 6.0083636592316898 leaf_count=115 2859 118 internal_value=0 0.00152887 internal_weight=0 126.245 internal_count=3092 2977 is_linear=0 shrinkage=0.0204111 Tree=6183 num_leaves=3 num_cat=0 split_feature=453 150 split_gain=3.01184 3.10363 threshold=0.10097500000000002 -0.096549999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00030108631454981566 -0.00046890769020179135 -1.5761482717648397e-06 leaf_weight=5.5659040190512306 2.0101511306129387 122.70882215814709 leaf_count=47 22 3057 internal_value=0 1.18077e-05 internal_weight=0 128.275 internal_count=3126 3104 is_linear=0 shrinkage=0.000400217 Tree=6184 num_leaves=3 num_cat=0 split_feature=51 484 split_gain=2.94297 2.49279 threshold=-0.40548499999999993 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021310539595944832 -0.0088613763411967156 0.002313290407191373 leaf_weight=2.2847913662917554 8.8417332984899968 117.19461322349161 leaf_count=103 445 2530 internal_value=0 0.00152219 internal_weight=0 126.036 internal_count=3078 2975 is_linear=0 shrinkage=0.0204111 Tree=6185 num_leaves=4 num_cat=0 split_feature=13 43 39 split_gain=4.00931 4.28343 0.171134 threshold=0.26171000000000005 -0.19537999999999997 0.083645000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013951465534596539 -0.015023882443695563 -0.00098830255249945215 -0.025992629362657723 leaf_weight=8.4977688004728389 1.8934320138359901 111.9284901946121 1.8563653472810981 leaf_count=124 69 2881 22 internal_value=0 7.78887e-05 -0.0210502 internal_weight=0 120.426 3.7498 internal_count=3096 3005 91 is_linear=0 shrinkage=0.0204111 Tree=6186 num_leaves=4 num_cat=0 split_feature=1 403 33 split_gain=3.61407 3.54644 2.96804 threshold=0.077800000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042826009726606816 -0.00036044570416362529 -6.3519853708854788e-05 5.0057867970819145e-05 leaf_weight=4.7405657650560888 2.8053714227862647 36.126582922857779 86.293484533496667 leaf_count=555 41 1046 1435 internal_value=0 -0.000106884 3.66966e-05 internal_weight=0 40.8671 89.0989 internal_count=3077 1601 1476 is_linear=0 shrinkage=0.000400217 Tree=6187 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=3.28761 3.53096 3.42294 threshold=-0.048794999999999991 -0.0064899999999999992 -0.085009999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014504137505417091 -0.013624849216936638 -0.00024005096430565064 0.013670787034343396 leaf_weight=32.338246913044713 9.1569106716851802 71.988174243073445 13.457415755328837 leaf_count=717 234 1904 199 internal_value=0 -0.00176717 0.00506605 internal_weight=0 81.1451 45.7957 internal_count=3054 2138 916 is_linear=0 shrinkage=0.0204111 Tree=6188 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=3.02034 2.91262 threshold=0.090240000000000015 -0.15747999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00035373067378080059 -0.00039540778050745767 -3.0836271658744351e-06 leaf_weight=3.6695701996795824 2.9353924002643899 118.13981321284882 leaf_count=26 58 2981 internal_value=0 7.98057e-06 internal_weight=0 121.809 internal_count=3065 3007 is_linear=0 shrinkage=0.000400217 Tree=6189 num_leaves=4 num_cat=0 split_feature=2 2 49 split_gain=3.89405 4.19008 0.784421 threshold=-0.14169499999999999 0.086635000000000004 -0.0093449999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042423045375378357 -0.00015261357255323972 7.9535159749017359e-06 0.00013017524863362501 leaf_weight=3.0710643359925598 37.566277779409575 84.182266504176368 2.9349534431239581 leaf_count=28 1192 1817 58 internal_value=0 -4.16852e-05 0.000285547 internal_weight=0 121.749 6.00602 internal_count=3095 3009 86 is_linear=0 shrinkage=0.000400217 Tree=6190 num_leaves=4 num_cat=0 split_feature=13 2 15 split_gain=4.07405 3.40657 3.20443 threshold=-0.10462499999999998 0.14780500000000005 -0.19153499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00995202995880109 -0.0021991651516356748 0.01624268120980437 0.01049598986413311 leaf_weight=3.6374603544536539 102.57447684843646 4.2384694399661376 22.112096719356487 leaf_count=82 2729 86 232 internal_value=0 -0.00145113 0.00757686 internal_weight=0 106.813 25.7496 internal_count=3129 2815 314 is_linear=0 shrinkage=0.0204111 Tree=6191 num_leaves=4 num_cat=0 split_feature=1456 1374 3 split_gain=3.24812 3.30706 0.549923 threshold=-1.0000000180025095e-35 0.090240000000000015 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0050433113732781714 0.0012524056056729502 -0.019692277152355084 -0.020628398973396102 leaf_weight=0.34209914103848893 124.76614101701125 3.1099001180555197 3.4294735728690275 leaf_count=5 2804 49 290 internal_value=0 0.000726257 -0.0182216 internal_weight=0 127.876 3.77157 internal_count=3148 2853 295 is_linear=0 shrinkage=0.0204111 Tree=6192 num_leaves=4 num_cat=0 split_feature=474 4 16 split_gain=3.07968 2.82335 0.0952409 threshold=-1.0000000180025095e-35 0.0019650000000000002 0.067035000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.035608283032850213 -0.0020214772367386142 0.0041296010115540538 -0.019252749555866082 leaf_weight=0.51759312261128698 67.73173277670503 57.27733207991696 1.1481288732466053 leaf_count=30 2027 946 82 internal_value=0 0.000798031 -0.0262576 internal_weight=0 125.009 1.66572 internal_count=3085 2973 112 is_linear=0 shrinkage=0.0204111 Tree=6193 num_leaves=4 num_cat=0 split_feature=483 16 13 split_gain=3.17626 3.15911 0.383568 threshold=0.10297500000000001 0.14676000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6588191666469367e-05 -0.0001809415409672934 -0.00013357757437010845 -0.00053573253694414813 leaf_weight=105.06922157164445 0.88009506852176889 20.844955577413202 1.7314877453536599 leaf_count=2485 94 477 26 internal_value=0 8.32378e-06 -0.000428523 internal_weight=0 125.914 2.61158 internal_count=3082 2962 120 is_linear=0 shrinkage=0.000400217 Tree=6194 num_leaves=4 num_cat=0 split_feature=1 14 15 split_gain=3.18721 3.25179 1.49061 threshold=0.14023000000000002 0.077685000000000018 -0.028079999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040459730729769161 0.021629566018318877 -0.02269065364903073 0.0013543553236488042 leaf_weight=119.84224925276794 3.8341739715833683 2.6793485128146122 2.4732586049940428 leaf_count=2878 107 91 29 internal_value=0 -0.000912229 0.0138416 internal_weight=0 122.522 6.30743 internal_count=3105 2969 136 is_linear=0 shrinkage=0.0204111 Tree=6195 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=2.65423 7.06506 6.25172 threshold=-0.10726999999999999 -0.075944999999999985 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010550562427219152 -0.00021358294293638504 4.1270433219048657e-05 -0.00038634409841385096 leaf_weight=49.021236140804831 27.451499879804032 47.283041496091755 4.4104045675194348 leaf_count=520 1556 993 38 internal_value=0 -5.25218e-05 6.41839e-05 internal_weight=0 74.7345 53.4316 internal_count=3107 2549 558 is_linear=0 shrinkage=0.000400217 Tree=6196 num_leaves=4 num_cat=0 split_feature=1 1444 151 split_gain=3.86918 3.25011 2.58489 threshold=0.10423500000000001 -0.084559999999999982 -0.29526499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022738244888947087 -0.015832853032006145 -0.0040324303797393051 0.0052396026059162758 leaf_weight=1.8238474886747997 2.4665145142935208 81.888116664587869 41.867229642593884 leaf_count=26 23 2379 673 internal_value=0 -0.00341958 0.0040303 internal_weight=0 83.712 44.3337 internal_count=3101 2405 696 is_linear=0 shrinkage=0.0204111 Tree=6197 num_leaves=4 num_cat=0 split_feature=3 3 157 split_gain=3.20996 9.85411 3.33013 threshold=-0.075579999999999994 -0.10643499999999999 -0.077664999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.2115056835567675e-05 0.00024325637612443692 -0.00028314698300579337 7.9835161116140137e-06 leaf_weight=27.792264838601113 11.178239355827825 22.572634734828171 65.838484089472331 leaf_count=393 108 1523 1052 internal_value=0 -8.73818e-05 4.24347e-05 internal_weight=0 50.3649 77.0167 internal_count=3076 1916 1160 is_linear=0 shrinkage=0.000400217 Tree=6198 num_leaves=3 num_cat=0 split_feature=4 483 split_gain=2.72452 3.45982 threshold=0.51195500000000005 0.080590000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00064219091460824922 0.021258819586854473 -0.014603338539864579 leaf_weight=118.244858092512 2.4130555500451001 6.4325106134674561 leaf_count=2679 141 296 internal_value=0 -0.000156773 internal_weight=0 124.677 internal_count=3116 2975 is_linear=0 shrinkage=0.0204111 Tree=6199 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=3.41865 5.31378 2.83063 threshold=0.11584000000000001 0.090280000000000013 -0.23274999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0134160587688121e-06 -0.00050228145714803279 -0.00029001904933224589 0.00015649050708288888 leaf_weight=92.227871922350459 0.9865459874272372 11.89973853388801 23.10949916348909 leaf_count=2456 6 236 447 internal_value=0 -3.96322e-05 0.00012732 internal_weight=0 104.128 24.096 internal_count=3145 2692 453 is_linear=0 shrinkage=0.000400217 Tree=6200 num_leaves=4 num_cat=0 split_feature=11 3 48 split_gain=2.93464 5.02617 2.55765 threshold=0.081005000000000008 -0.13941999999999996 0.081520000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027594024921315995 -4.5317793449100015e-05 2.2753251710187012e-06 -0.00049541233909907627 leaf_weight=11.785016513749722 5.5279232498723996 111.47752552008023 3.1002446496277116 leaf_count=131 134 2803 43 internal_value=0 2.86669e-05 -0.000211319 internal_weight=0 123.263 8.62817 internal_count=3111 2934 177 is_linear=0 shrinkage=0.000400217 Tree=6201 num_leaves=4 num_cat=0 split_feature=156 42 16 split_gain=3.16963 3.01421 1.97254 threshold=0.091280000000000014 -1.0000000180025095e-35 0.066010000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001106567133884028 -5.2277965133582037e-05 6.9553774890709178e-05 -0.00044804866003284418 leaf_weight=17.196018904705852 5.1761262474465166 105.61328369761395 3.229762235598173 leaf_count=799 125 2007 153 internal_value=0 4.42425e-05 -0.000208234 internal_weight=0 122.809 8.40589 internal_count=3084 2806 278 is_linear=0 shrinkage=0.000400217 Tree=6202 num_leaves=4 num_cat=0 split_feature=3 0 0 split_gain=3.04199 3.79241 3.06771 threshold=0.17769000000000004 -0.11756999999999999 -0.13338499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.003540466730076301 -0.0017778575267509917 0.025142951663166102 -0.0032958789513137829 leaf_weight=41.512329660923569 4.3831246922782157 4.1984699178137799 79.628230511978472 leaf_count=380 80 71 2624 internal_value=0 0.0115471 -0.000952101 internal_weight=0 8.58159 121.141 internal_count=3155 151 3004 is_linear=0 shrinkage=0.0204111 Tree=6203 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=3.71703 7.86212 3.69665 threshold=1.0000000180025095e-35 -0.083574999999999997 0.079530000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030280006500942036 8.5416578493325288e-05 5.5208731164563841e-05 -0.00019027629254912695 leaf_weight=16.184870943710848 80.098923501573154 24.672088339997572 8.5224470155953878 leaf_count=833 1119 740 376 internal_value=0 -8.7051e-05 5.86974e-05 internal_weight=0 40.857 88.6214 internal_count=3068 1573 1495 is_linear=0 shrinkage=0.000400217 Tree=6204 num_leaves=4 num_cat=0 split_feature=42 148 39 split_gain=3.26341 4.00219 3.01248 threshold=0.10259500000000001 -0.083929999999999991 0.08481000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003929100262941807 -0.00041989670493385148 5.0787660661282544e-05 0.00013748542583002588 leaf_weight=3.2385921557433894 4.7113042180280891 116.6200355326182 2.2242432332132012 leaf_count=75 263 2606 80 internal_value=0 3.84434e-05 -0.000241799 internal_weight=0 119.859 6.93555 internal_count=3024 2681 343 is_linear=0 shrinkage=0.000400217 Tree=6205 num_leaves=4 num_cat=0 split_feature=13 1 0 split_gain=3.00507 6.00922 4.27316 threshold=0.11001000000000001 1.0000000180025095e-35 -0.06951499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017011899865532957 -0.00013680414154901659 3.9272883843201494e-05 0.00029923741499832617 leaf_weight=30.003491864477837 5.1411781645583714 80.892010036681313 11.487400079611687 leaf_count=1449 130 1391 103 internal_value=0 -1.74939e-05 0.00016441 internal_weight=0 110.896 16.6286 internal_count=3073 2840 233 is_linear=0 shrinkage=0.000400217 Tree=6206 num_leaves=3 num_cat=0 split_feature=1365 10 split_gain=4.47163 3.19039 threshold=1.0000000180025095e-35 0.08302000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.3791997203287626e-05 -0.0004815262277112822 0.00040757412116012155 leaf_weight=128.48549884879321 2.7527334635960861 3.2706557144119861 leaf_count=2976 56 82 internal_value=0 2.39048e-05 internal_weight=0 131.756 internal_count=3114 3058 is_linear=0 shrinkage=0.000400217 Tree=6207 num_leaves=4 num_cat=0 split_feature=11 3 48 split_gain=3.17232 3.48893 3.09744 threshold=0.088315000000000018 -0.10643499999999999 0.081520000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015757377071557704 -3.821228637819652e-05 -1.0519267565262114e-05 -0.00060028394298488089 leaf_weight=24.608110992980073 3.9734797459677784 98.872095186543447 2.5026980098482454 leaf_count=295 90 2696 31 internal_value=0 2.3092e-05 -0.000261934 internal_weight=0 123.48 6.47618 internal_count=3112 2991 121 is_linear=0 shrinkage=0.000400217 Tree=6208 num_leaves=4 num_cat=0 split_feature=1429 38 484 split_gain=3.56059 3.26663 0.15161 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.09129000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037680156468474207 2.8119438587020512e-05 -0.00028167661290835657 -0.00069894852049129787 leaf_weight=1.5021471242944238 123.50561582948285 5.5916416173567987 0.58993937767809246 leaf_count=119 2923 73 17 internal_value=0 1.44687e-05 -0.000498535 internal_weight=0 129.097 2.09209 internal_count=3132 2996 136 is_linear=0 shrinkage=0.000400217 Tree=6209 num_leaves=4 num_cat=0 split_feature=156 1 0 split_gain=2.91515 2.98363 0.179083 threshold=0.11896500000000002 0.12700000000000003 -0.090439999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2485930178441811e-05 -0.00070254302301302792 0.0001837909004596463 -0.00034391992972819421 leaf_weight=116.00140656937947 0.60121147241443385 13.777206989063414 1.025880936795146 leaf_count=2731 8 274 86 internal_value=0 8.49115e-06 -0.000513132 internal_weight=0 129.779 1.62709 internal_count=3099 3005 94 is_linear=0 shrinkage=0.000400217 Tree=6210 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=3.08453 6.37467 3.32844 threshold=0.10100500000000003 -0.11550499999999998 0.10253500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0070001613413206917 0.0074375249575627522 -0.0067822009326149206 -0.0033937524635004688 leaf_weight=18.190417041187175 28.787988770229276 59.236811447110085 19.912437417733599 leaf_count=195 531 2095 247 internal_value=0 -0.0035388 0.00301125 internal_weight=0 77.4272 48.7004 internal_count=3068 2290 778 is_linear=0 shrinkage=0.0204111 Tree=6211 num_leaves=4 num_cat=0 split_feature=14 3 15 split_gain=2.65907 2.94967 0.419536 threshold=0.077685000000000018 -0.097724999999999992 -0.14701499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0055249520626753515 -0.0072261906390183022 -0.0017518610400549103 -0.024470526068083562 leaf_weight=30.856788915742072 0.99254468060098622 92.48627641434723 1.9654943234345399 leaf_count=407 20 2630 80 internal_value=0 7.19423e-05 -0.0191589 internal_weight=0 123.343 2.95804 internal_count=3137 3037 100 is_linear=0 shrinkage=0.0204111 Tree=6212 num_leaves=4 num_cat=0 split_feature=156 156 0 split_gain=3.15466 2.53624 0.504946 threshold=0.11896500000000002 -1.0000000180025095e-35 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020820848683126954 -0.042322991423932824 0.0012565202484837558 -0.01622399720940515 leaf_weight=2.0935646600737519 0.5203874100698157 127.35383563762662 1.1258792166336196 leaf_count=160 4 2835 89 internal_value=0 0.000881776 -0.0266438 internal_weight=0 129.447 1.64627 internal_count=3088 2995 93 is_linear=0 shrinkage=0.0204111 Tree=6213 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=5.06638 6.08431 2.61444 threshold=1.0000000180025095e-35 -0.083864999999999981 0.079530000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9288617040335307e-05 8.5023487157315304e-05 -0.00023904641277577401 -0.00013955546131288248 leaf_weight=16.105987322123838 79.704645667719888 23.59613686773082 9.1655188717122638 leaf_count=326 1111 1262 396 internal_value=0 -0.000110047 6.17153e-05 internal_weight=0 39.7021 88.8702 internal_count=3095 1588 1507 is_linear=0 shrinkage=0.000400217 Tree=6214 num_leaves=4 num_cat=0 split_feature=1456 15 13 split_gain=3.95772 2.88121 0.0780971 threshold=-1.0000000180025095e-35 -0.095604999999999982 -0.15462999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014492473428534848 -7.966785750740068e-05 5.6187952519360949e-05 -0.00042305098016363717 leaf_weight=0.32880112389102611 34.055916316763614 93.150761176962988 3.2166684397270719 leaf_count=9 615 2189 282 internal_value=0 1.97784e-05 -0.000402484 internal_weight=0 127.207 3.54547 internal_count=3095 2804 291 is_linear=0 shrinkage=0.000400217 Tree=6215 num_leaves=4 num_cat=0 split_feature=1456 401 3 split_gain=3.43463 2.59961 0.5454 threshold=-1.0000000180025095e-35 0.087020000000000014 -0.15442999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040827893560709703 0.0010750354161209671 -0.01665955274965512 -0.021408629138912342 leaf_weight=0.35217980894958634 123.97775870701662 3.4299372884561299 3.3942519309202899 leaf_count=6 2581 241 287 internal_value=0 0.000583395 -0.0189634 internal_weight=0 127.408 3.74643 internal_count=3115 2822 293 is_linear=0 shrinkage=0.0204111 Tree=6216 num_leaves=3 num_cat=0 split_feature=1210 156 split_gain=2.4934 2.55566 threshold=-0.080884999999999985 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047099250960346272 -0.00040730445573739502 3.0098291730354672e-05 leaf_weight=1.5461083734553529 2.0638830655261691 129.43213862646007 leaf_count=123 165 2825 internal_value=0 2.28924e-05 internal_weight=0 131.496 internal_count=3113 2990 is_linear=0 shrinkage=0.000400217 Tree=6217 num_leaves=4 num_cat=0 split_feature=52 52 4 split_gain=2.8162 3.77602 3.31311 threshold=-0.048794999999999991 -0.0064899999999999992 -0.0031049999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014692822054267664 -0.014789450563880053 -0.0010949768964284784 0.0093755244578767084 leaf_weight=25.243194060967653 9.4100997260247805 70.654541689382313 21.77949310040276 leaf_count=627 258 1925 304 internal_value=0 -0.00272291 0.00356405 internal_weight=0 80.0646 47.0227 internal_count=3114 2183 931 is_linear=0 shrinkage=0.0204111 Tree=6218 num_leaves=4 num_cat=0 split_feature=150 457 1374 split_gain=3.50002 4.12313 3.58537 threshold=0.082085000000000019 -0.11700999999999999 -0.094679999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037279506375163525 -0.00025433373778455283 -8.6699340064693301e-05 0.00013614809344164228 leaf_weight=3.1276800322812042 4.2653032375965294 92.92585412349581 27.133045259906794 leaf_count=26 48 2668 351 internal_value=0 -7.13207e-05 8.23879e-05 internal_weight=0 96.0535 31.3983 internal_count=3093 2694 399 is_linear=0 shrinkage=0.000400217 Tree=6219 num_leaves=4 num_cat=0 split_feature=123 133 130 split_gain=2.83462 4.58849 3.08709 threshold=1.0000000180025095e-35 -0.0019149999999999998 0.079100000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.6291321747200764e-06 -0.00039274210050121099 0.00030093709061789327 -0.00041126187119694581 leaf_weight=113.54288508294485 1.6970621324144293 10.084218823176341 2.8351343571339376 leaf_count=2489 32 220 345 internal_value=0 0.000198258 -6.86378e-06 internal_weight=0 11.7813 116.378 internal_count=3086 252 2834 is_linear=0 shrinkage=0.000400217 Tree=6220 num_leaves=4 num_cat=0 split_feature=3 3 484 split_gain=3.87014 7.13295 2.94733 threshold=-0.078644999999999979 -0.10075499999999998 0.097360000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.997432495571272e-05 6.6834764064138853e-05 -0.00029094392174698771 -0.00036461687140627869 leaf_weight=29.629543121613096 80.492869773690472 17.603568071794143 2.5082797972863764 leaf_count=425 1292 1283 79 internal_value=0 -9.00357e-05 5.33227e-05 internal_weight=0 47.2331 83.0011 internal_count=3079 1708 1371 is_linear=0 shrinkage=0.000400217 Tree=6221 num_leaves=3 num_cat=0 split_feature=124 12 split_gain=3.34855 4.04549 threshold=0.11158000000000001 0.10713500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.8102543883808849e-06 0.0003622571600533414 -0.00029679494725099435 leaf_weight=118.00512423977489 3.8075564294122151 7.4688203379773759 leaf_count=2796 31 278 internal_value=0 -1.33914e-05 internal_weight=0 125.474 internal_count=3105 3074 is_linear=0 shrinkage=0.000400217 Tree=6222 num_leaves=4 num_cat=0 split_feature=484 150 42 split_gain=3.01651 4.09029 3.00667 threshold=-1.0000000180025095e-35 0.094545000000000018 0.10146500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01933937344327143 0.0020951044952129002 0.015213623220166003 -0.010870852594057748 leaf_weight=6.2346302565347278 110.05662564251907 1.7504364750348029 7.8805430382053592 leaf_count=469 2250 19 322 internal_value=0 -0.0116592 0.00121923 internal_weight=0 7.98507 117.937 internal_count=3060 488 2572 is_linear=0 shrinkage=0.0204111 Tree=6223 num_leaves=3 num_cat=0 split_feature=31 38 split_gain=3.12251 2.7385 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022119324982069182 0.0003637097906169438 -0.015076098579042695 leaf_weight=2.5438425276952321 121.59057576489067 4.8698393416125318 leaf_count=93 2949 67 internal_value=0 -0.000243669 internal_weight=0 126.46 internal_count=3109 3016 is_linear=0 shrinkage=0.0204111 Tree=6224 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=2.83857 4.33912 1.48774 threshold=0.12212000000000002 0.11764000000000001 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013404123948247508 0.013997067773258707 -0.021504548996293789 0.0021514402821764217 leaf_weight=108.49430427218613 8.4403408295474964 3.9962314661825067 9.2356416614202299 leaf_count=2728 183 79 140 internal_value=0 -0.000913858 0.00786027 internal_weight=0 112.491 17.676 internal_count=3130 2807 323 is_linear=0 shrinkage=0.0204111 Tree=6225 num_leaves=4 num_cat=0 split_feature=43 4 42 split_gain=2.48998 4.46955 2.11745 threshold=-0.19537999999999997 -0.49977499999999991 -0.24552499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016705214908048323 -0.00038638024413990471 1.8533683290053783e-05 0.00024875313674550879 leaf_weight=2.2678562195505938 4.4256587327690786 115.65691239665466 11.768394471000645 leaf_count=19 132 2747 180 internal_value=0 3.26449e-06 0.000180781 internal_weight=0 120.083 14.0363 internal_count=3078 2879 199 is_linear=0 shrinkage=0.000400217 Tree=6226 num_leaves=4 num_cat=0 split_feature=1 14 15 split_gain=4.83693 3.92597 0.788255 threshold=0.13662500000000002 0.077685000000000018 -0.032519999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.503546460208367e-06 0.00040711891384960806 -0.00051669565249290634 0.00012084857980551484 leaf_weight=121.26619844693778 5.2669846554344986 2.2387418271682682 2.3322133559267959 leaf_count=2832 140 95 32 internal_value=0 -4.42165e-06 0.000322292 internal_weight=0 123.505 7.5992 internal_count=3099 2927 172 is_linear=0 shrinkage=0.000400217 Tree=6227 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=3.38731 7.48583 3.32875 threshold=1.0000000180025095e-35 -0.083574999999999997 0.084630000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029095924555702646 7.9345633201043119e-05 5.3795408556110427e-05 -0.00020459272765225163 leaf_weight=16.46751063640113 81.5016684292641 25.694726444511616 7.0898141299694535 leaf_count=832 1115 764 388 internal_value=0 -8.12711e-05 5.6393e-05 internal_weight=0 42.1622 88.5915 internal_count=3099 1596 1503 is_linear=0 shrinkage=0.000400217 Tree=6228 num_leaves=3 num_cat=0 split_feature=1348 1 split_gain=3.02252 2.72761 threshold=0.090050000000000005 0.14023000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.5266944211400071e-05 0.00041432338027007554 0.00023932147376037939 leaf_weight=121.58503134627972 2.6120651745004571 6.4663045151683027 leaf_count=2911 34 134 internal_value=0 -1.17084e-05 internal_weight=0 128.051 internal_count=3079 3045 is_linear=0 shrinkage=0.000400217 Tree=6229 num_leaves=3 num_cat=0 split_feature=1375 1429 split_gain=3.50591 2.83596 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054293917791272198 -0.00043869823511334346 -6.3832340348335159e-07 leaf_weight=1.890170043814577 2.3017903737818406 122.60049587008689 leaf_count=16 141 2933 internal_value=0 -9.0969e-06 internal_weight=0 124.902 internal_count=3090 3074 is_linear=0 shrinkage=0.000400217 Tree=6230 num_leaves=4 num_cat=0 split_feature=43 42 156 split_gain=3.16512 4.06146 2.92786 threshold=0.075180000000000011 0.092340000000000019 0.11896500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00091345108872613627 0.012306909126340304 -0.012028703565755835 -0.026868046043022713 leaf_weight=109.912929678605 15.05954699823633 3.4252164080680805 1.729373999100061 leaf_count=2651 244 102 92 internal_value=0 0.00775226 -0.00134201 internal_weight=0 18.4848 111.642 internal_count=3089 346 2743 is_linear=0 shrinkage=0.0204111 Tree=6231 num_leaves=4 num_cat=0 split_feature=2 47 3 split_gain=2.75005 2.86156 0.266962 threshold=0.15412000000000003 0.11764000000000001 -0.005644999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8427783477164431e-06 0.00042894063659722513 -0.0002560641013589299 0.00019512849608449491 leaf_weight=112.29857345895653 1.8260849935759327 7.9248093628120833 1.8907092638255552 leaf_count=2860 45 124 58 internal_value=0 -2.53621e-05 0.000319186 internal_weight=0 120.223 3.71679 internal_count=3087 2984 103 is_linear=0 shrinkage=0.000400217 Tree=6232 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=3.20396 7.44295 3.65129 threshold=1.0000000180025095e-35 -0.084074999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01604685138081155 -0.0034367523715788436 0.0022682551906129229 0.0052142367515200915 leaf_weight=14.840061988816158 30.752206718781963 24.15334095324215 59.482557062903652 leaf_count=754 742 789 779 internal_value=0 -0.00472807 0.00226536 internal_weight=0 38.9934 90.2348 internal_count=3064 1543 1521 is_linear=0 shrinkage=0.0204111 Tree=6233 num_leaves=4 num_cat=0 split_feature=42 3 1366 split_gain=2.71995 4.35528 3.23178 threshold=-1.0000000180025095e-35 0.0055300000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002572877871077346 -0.00042485544251998921 0.00021253130418566349 2.6037860287579369e-05 leaf_weight=13.955838974427026 2.4962257409351869 3.9836851946311063 107.17959585888457 leaf_count=809 58 34 2193 internal_value=0 -0.000152288 1.53527e-05 internal_weight=0 17.9395 109.676 internal_count=3094 843 2251 is_linear=0 shrinkage=0.000400217 Tree=6234 num_leaves=3 num_cat=0 split_feature=158 403 split_gain=3.30261 2.95269 threshold=0.10858500000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00016265080240420536 -0.00040065588465873925 6.3467128606904498e-05 leaf_weight=9.9477937525844009 2.6049360728320599 115.49577419539855 leaf_count=711 151 2218 internal_value=0 4.54067e-05 internal_weight=0 125.444 internal_count=3080 2929 is_linear=0 shrinkage=0.000400217 Tree=6235 num_leaves=4 num_cat=0 split_feature=2 1 123 split_gain=3.78667 4.67526 3.21392 threshold=0.092120000000000021 1.0000000180025095e-35 0.086020000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014911536401708862 0.00091753268441987026 -0.0015516050552014345 0.016754788888850302 leaf_weight=14.277005066316631 56.772389210567781 45.30231303194887 5.7824007986928327 leaf_count=913 1091 914 119 internal_value=0 -0.00477501 0.00240881 internal_weight=0 59.5793 62.5548 internal_count=3037 1827 1210 is_linear=0 shrinkage=0.0204111 Tree=6236 num_leaves=4 num_cat=0 split_feature=4 16 48 split_gain=3.73768 4.85746 4.35372 threshold=0.27150500000000005 -0.35377499999999995 0.12011000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016170428894448242 0.012500393984771041 0.0001237431820289263 -0.013035877950559559 leaf_weight=8.1703081899904628 17.036327054986035 95.610027106664347 3.2251668386161318 leaf_count=132 328 2605 29 internal_value=0 -0.00117509 0.0083863 internal_weight=0 103.78 20.2615 internal_count=3094 2737 357 is_linear=0 shrinkage=0.0204111 Tree=6237 num_leaves=3 num_cat=0 split_feature=1210 1456 split_gain=2.35654 2.42024 threshold=-0.080884999999999985 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047152291354293687 -0.00029509697980554259 1.7035423384106384e-05 leaf_weight=1.5580813615233626 3.9994811682590798 123.4431296837538 leaf_count=117 281 2645 internal_value=0 6.98946e-06 internal_weight=0 127.443 internal_count=3043 2926 is_linear=0 shrinkage=0.000400217 Tree=6238 num_leaves=3 num_cat=0 split_feature=39 13 split_gain=2.89723 3.68514 threshold=0.15608500000000003 0.26950500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028004516756699352 0.02192057954398937 -0.020999063986493677 leaf_weight=121.20792815028108 2.3780790647724634 3.3761648854415389 leaf_count=3017 28 71 internal_value=0 -0.000314946 internal_weight=0 124.584 internal_count=3116 3088 is_linear=0 shrinkage=0.0204111 Tree=6239 num_leaves=4 num_cat=0 split_feature=13 13 157 split_gain=2.92524 8.71855 3.91134 threshold=-0.083499999999999977 -0.084169999999999981 -0.07692499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011444338426738871 0.0071415557136032303 0.038469078766714029 -0.0047887358430485569 leaf_weight=38.642291685766395 13.467377915309042 2.6845971869624909 73.128674490719277 leaf_count=932 217 61 1916 internal_value=0 0.00366644 -0.00292652 internal_weight=0 41.3269 86.5961 internal_count=3126 993 2133 is_linear=0 shrinkage=0.0204111 Tree=6240 num_leaves=3 num_cat=0 split_feature=51 1212 split_gain=3.12674 2.54209 threshold=-0.40548499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041904049979163486 -0.00040362866821258835 3.8534114938144845e-05 leaf_weight=2.4010459663259089 2.0046936259095665 131.79170723555944 leaf_count=113 216 2810 internal_value=0 3.15772e-05 internal_weight=0 133.796 internal_count=3139 3026 is_linear=0 shrinkage=0.000400217 Tree=6241 num_leaves=4 num_cat=0 split_feature=1429 15 43 split_gain=3.06994 2.78577 0.265963 threshold=-1.0000000180025095e-35 -0.095604999999999982 -0.080634999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017192861172135414 -9.3154771151738965e-05 4.3530952732873109e-05 -0.00051790045455550268 leaf_weight=0.62413638024372664 31.936538159832708 93.635077764200105 1.7634224023822742 leaf_count=43 621 2342 102 internal_value=0 8.71575e-06 -0.000439212 internal_weight=0 125.572 2.38756 internal_count=3108 2963 145 is_linear=0 shrinkage=0.000400217 Tree=6242 num_leaves=4 num_cat=0 split_feature=14 133 48 split_gain=2.91218 2.94478 0.594926 threshold=0.077685000000000018 0.099280000000000021 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00093175504539524067 -0.030729310425466939 -0.014623059453476958 -0.010342882839181746 leaf_weight=115.84330324902839 1.2672018144512551 5.1904943499866922 1.3556753212178581 leaf_count=2524 17 478 81 internal_value=0 0.000251793 -0.0210471 internal_weight=0 121.034 2.62288 internal_count=3100 3002 98 is_linear=0 shrinkage=0.0204111 Tree=6243 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=3.68205 3.02881 threshold=-0.43271999999999994 -0.23052999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02800436836991364 0.01812109807557289 -0.00092170407951870756 leaf_weight=1.9309847107942903 3.4697469576058202 122.12907882771106 leaf_count=17 35 3036 internal_value=0 -0.000379963 internal_weight=0 125.599 internal_count=3088 3071 is_linear=0 shrinkage=0.0204111 Tree=6244 num_leaves=3 num_cat=0 split_feature=2 156 split_gain=3.32784 2.83576 threshold=-0.58149499999999998 0.090135000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0015005196640251628 3.9271079804450195e-05 -0.00018313577915778242 leaf_weight=0.11821629852056403 122.30413315382611 9.8166447458352177 leaf_count=1 2794 293 internal_value=0 2.26051e-05 internal_weight=0 132.121 internal_count=3088 3087 is_linear=0 shrinkage=0.000400217 Tree=6245 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.69565 3.02025 threshold=-0.29526499999999994 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037790680237831587 -2.0944747874322073e-05 0.00015127041688230524 leaf_weight=2.895612256426829 106.10662943990974 19.158911356702447 leaf_count=71 2639 340 internal_value=0 5.50651e-06 internal_weight=0 125.266 internal_count=3050 2979 is_linear=0 shrinkage=0.000400217 Tree=6246 num_leaves=4 num_cat=0 split_feature=4 123 150 split_gain=3.53683 5.17685 5.01323 threshold=0.0015200000000000003 0.089155000000000012 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0053769244370611017 -0.00099610996510324516 0.023064493650510238 0.012469455738413432 leaf_weight=64.059282699521646 42.032175189608097 2.6724822983378536 15.747417295177 leaf_count=2115 808 28 167 internal_value=0 -0.00420117 0.00269085 internal_weight=0 66.7318 57.7796 internal_count=3118 2143 975 is_linear=0 shrinkage=0.0204111 Tree=6247 num_leaves=4 num_cat=0 split_feature=51 160 0 split_gain=3.54406 3.46635 0.271576 threshold=-0.24603999999999995 -0.40187499999999993 -0.067674999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0081449471317306416 -0.022126707070793342 0.00095351831422166267 -0.023285737986655407 leaf_weight=0.79899649333674494 2.6600937093753592 122.99194072884893 2.6658928604592793 leaf_count=68 240 2727 83 internal_value=0 0.000445638 -0.0201586 internal_weight=0 125.652 3.46489 internal_count=3118 2967 151 is_linear=0 shrinkage=0.0204111 Tree=6248 num_leaves=3 num_cat=0 split_feature=1212 156 split_gain=2.6136 2.50017 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040390072348404677 -0.000405826703689721 3.227169499378117e-05 leaf_weight=2.1999594351909755 2.0086387246992663 131.06522260151542 leaf_count=227 158 2729 internal_value=0 2.53234e-05 internal_weight=0 133.074 internal_count=3114 2887 is_linear=0 shrinkage=0.000400217 Tree=6249 num_leaves=3 num_cat=0 split_feature=31 156 split_gain=3.01089 2.8201 threshold=-1.0000000180025095e-35 0.11896500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021365635952171773 -0.0015190551829064394 -0.027317174863497974 leaf_weight=2.2510800003365139 121.00070953550312 1.680073786570573 leaf_count=91 2959 89 internal_value=0 -0.00189694 internal_weight=0 122.681 internal_count=3139 3048 is_linear=0 shrinkage=0.0204111 Tree=6250 num_leaves=4 num_cat=0 split_feature=1429 130 160 split_gain=2.54233 2.53896 0.640489 threshold=-1.0000000180025095e-35 0.085970000000000005 -0.089974999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.7206846331165295e-05 1.058027874941026e-05 -0.0003608354657838479 -0.00051172856517308696 leaf_weight=0.61751476314020726 122.48553539854765 2.9086710399496942 1.849944181027239 leaf_count=31 2640 315 117 internal_value=0 1.65061e-06 -0.000399743 internal_weight=0 125.394 2.46746 internal_count=3103 2955 148 is_linear=0 shrinkage=0.000400217 Tree=6251 num_leaves=4 num_cat=0 split_feature=14 0 15 split_gain=3.34181 3.12027 0.324882 threshold=0.073890000000000011 -0.10726999999999999 -0.14701499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010053525176651061 -0.00016560972441458411 -2.8641412391332626e-05 -0.000468930832646385 leaf_weight=49.569842964934651 0.9730001162097327 75.32799243572299 2.2179034799919455 leaf_count=470 20 2526 88 internal_value=0 2.26708e-05 -0.000385189 internal_weight=0 124.898 3.1909 internal_count=3104 2996 108 is_linear=0 shrinkage=0.000400217 Tree=6252 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=2.79007 2.82518 threshold=-0.52342999999999995 -0.18357499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046981830779930866 0.00032617787159988681 -5.4999752999397375e-06 leaf_weight=1.897473097211331 4.1416425240458912 124.74243450759968 leaf_count=52 29 3043 internal_value=0 5.43224e-06 internal_weight=0 128.884 internal_count=3124 3072 is_linear=0 shrinkage=0.000400217 Tree=6253 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=3.06933 4.59299 3.00257 threshold=-0.11550499999999998 -0.077814999999999981 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010762623012802239 -0.0095437504620909299 0.00073060503309582009 -0.0041964329406864341 leaf_weight=18.00187244867266 23.619883744060644 76.689940227654006 8.0128324932302331 leaf_count=180 1460 1277 172 internal_value=0 -0.00169663 0.00615682 internal_weight=0 100.31 26.0147 internal_count=3089 2737 352 is_linear=0 shrinkage=0.0204111 Tree=6254 num_leaves=4 num_cat=0 split_feature=484 4 49 split_gain=2.81882 2.67481 0.62032 threshold=-0.082264999999999991 -0.017574999999999997 -0.066534999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0049742856011576577 0.0036082098358149579 -0.0025404755137994565 -0.021327663604726252 leaf_weight=0.38004233581887126 49.523450999793567 72.459230954031227 3.0997161016857708 leaf_count=21 1460 1324 270 internal_value=0 -4.31661e-05 -0.0183896 internal_weight=0 121.983 3.47976 internal_count=3075 2784 291 is_linear=0 shrinkage=0.0204111 Tree=6255 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=3.66103 5.62233 3.25223 threshold=-0.24269999999999997 -0.19153499999999998 -0.46879999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018370274820126917 -0.00047232630358472677 2.4379562309144102e-06 0.00036424734038989314 leaf_weight=2.1707288503821474 4.026437376975081 115.53250616228252 7.5043830030190275 leaf_count=42 85 2763 204 internal_value=0 -1.39778e-05 0.000240613 internal_weight=0 119.559 9.67511 internal_count=3094 2848 246 is_linear=0 shrinkage=0.000400217 Tree=6256 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=3.70742 5.78008 3.61861 threshold=0.088975000000000012 -0.084074999999999997 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010852724982433707 -0.012910175252927623 0.0020053717165224895 0.0043194629996416208 leaf_weight=27.359335681452649 5.4106153077736954 30.940204182341404 63.528681420400972 leaf_count=1005 127 908 1068 internal_value=0 -0.00403803 0.00294847 internal_weight=0 58.2995 68.9393 internal_count=3108 1913 1195 is_linear=0 shrinkage=0.0204111 Tree=6257 num_leaves=3 num_cat=0 split_feature=10 33 split_gain=3.43214 2.84795 threshold=0.08302000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021400115465537436 0.019534267351625674 -5.7519800766118429e-05 leaf_weight=2.5487517658621064 3.5513232496450646 123.90944088578908 leaf_count=29 75 3034 internal_value=0 -0.000506228 internal_weight=0 126.458 internal_count=3138 3063 is_linear=0 shrinkage=0.0204111 Tree=6258 num_leaves=4 num_cat=0 split_feature=49 3 42 split_gain=2.66507 4.57986 4.36117 threshold=-0.085934999999999984 -0.0020499999999999997 0.10146500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013817763787935206 0.0014973592219207285 -0.023000296432303429 -0.016461691514838978 leaf_weight=10.035522665202732 103.22923875788001 5.6268351180333402 5.8463019261253057 leaf_count=143 2520 58 346 internal_value=0 -0.00845655 0.000518885 internal_weight=0 15.6624 109.076 internal_count=3067 201 2866 is_linear=0 shrinkage=0.0204111 Tree=6259 num_leaves=4 num_cat=0 split_feature=3 15 0 split_gain=3.9301 4.26855 2.43922 threshold=0.17769000000000004 0.084580000000000016 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016259896174175858 0.0029853017152793285 -0.010836886347723992 0.02503003416189761 leaf_weight=107.44112467030936 3.9864032937039156 12.701326882233841 4.3671939104096946 leaf_count=1957 80 984 78 internal_value=0 0.000299565 0.0146887 internal_weight=0 120.142 8.3536 internal_count=3099 2941 158 is_linear=0 shrinkage=0.0204111 Tree=6260 num_leaves=3 num_cat=0 split_feature=1365 16 split_gain=2.64965 3.42638 threshold=1.0000000180025095e-35 -0.083879999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0046181380219870744 -0.019493318890634791 -0.0021634559761521065 leaf_weight=52.409713540226221 2.6786238857894196 75.777527727350389 leaf_count=1041 59 1992 internal_value=0 0.000610828 internal_weight=0 128.187 internal_count=3092 3033 is_linear=0 shrinkage=0.0204111 Tree=6261 num_leaves=4 num_cat=0 split_feature=14 3 147 split_gain=3.082 3.09724 0.52579 threshold=0.077685000000000018 -0.11550499999999998 0.085530000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0068984287937816644 -0.012022961840568261 -0.0012651048046787724 -0.031502613466439629 leaf_weight=24.108779469723231 1.493648264819057 96.414377511831844 1.1534612296381963 leaf_count=274 78 2677 13 internal_value=0 0.00037277 -0.0214451 internal_weight=0 120.523 2.64711 internal_count=3042 2951 91 is_linear=0 shrinkage=0.0204111 Tree=6262 num_leaves=4 num_cat=0 split_feature=43 4 4 split_gain=2.76141 4.26413 3.05533 threshold=-0.27157999999999993 -0.49977499999999991 0.10621000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.9318211268584471e-05 -0.00041155821820488886 -2.5318905829336941e-07 0.0005659084845451353 leaf_weight=7.5088038114336069 4.0724093064782201 114.89312025969411 2.6048986813984811 leaf_count=144 128 2818 14 internal_value=0 -1.47067e-05 0.000202017 internal_weight=0 118.966 10.1137 internal_count=3104 2946 158 is_linear=0 shrinkage=0.000400217 Tree=6263 num_leaves=4 num_cat=0 split_feature=160 151 15 split_gain=3.03038 2.85733 0.131818 threshold=-0.40187499999999993 -0.52342999999999995 -0.097469999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011001909066159198 -0.00047038816572919602 3.4641153789091565e-05 -0.00043401344150968273 leaf_weight=0.31928467954276163 1.7089935712865543 124.45905053078968 2.2784270476404336 leaf_count=24 49 2794 216 internal_value=0 2.73893e-05 -0.000400383 internal_weight=0 126.168 2.59771 internal_count=3083 2843 240 is_linear=0 shrinkage=0.000400217 Tree=6264 num_leaves=4 num_cat=0 split_feature=0 48 4 split_gain=3.568 5.57883 4.93043 threshold=-0.10726999999999999 0.12675000000000003 0.07252500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010868440124481531 -0.0001139089756026265 -0.00036209144625254689 0.00014346942664330751 leaf_weight=51.778115249893744 58.618984527580324 4.2626651472528456 14.855913680716183 leaf_count=536 2199 40 307 internal_value=0 7.22249e-05 -6.17304e-05 internal_weight=0 56.0408 73.4749 internal_count=3082 576 2506 is_linear=0 shrinkage=0.000400217 Tree=6265 num_leaves=3 num_cat=0 split_feature=151 1348 split_gain=3.53159 4.44041 threshold=-0.29526499999999994 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02141528238523838 -0.00087265890458637467 0.01930616695250556 leaf_weight=3.2113235897704717 116.69608071848415 4.6151088850456281 leaf_count=74 2942 61 internal_value=0 -8.78897e-05 internal_weight=0 121.311 internal_count=3077 3003 is_linear=0 shrinkage=0.0204111 Tree=6266 num_leaves=4 num_cat=0 split_feature=13 3 151 split_gain=3.79465 4.78573 2.99955 threshold=-0.10939499999999998 -0.077754999999999977 -0.083274999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012268914784971028 -0.0086902923076994897 0.00058868055537669804 0.0089969779559594641 leaf_weight=3.0914175020880093 37.193375360770005 61.023725738887151 20.506798454356613 leaf_count=32 1692 1094 260 internal_value=0 -0.00293102 0.00616632 internal_weight=0 98.2171 23.5982 internal_count=3078 2786 292 is_linear=0 shrinkage=0.0204111 Tree=6267 num_leaves=3 num_cat=0 split_feature=1365 480 split_gain=2.6668 2.57761 threshold=1.0000000180025095e-35 0.08598500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00047244086908078918 -0.019512638779702079 -0.016924861631434081 leaf_weight=120.36945317085338 2.8890186151838853 3.5437054962731045 leaf_count=2813 61 203 internal_value=0 -3.99227e-05 internal_weight=0 123.913 internal_count=3077 3016 is_linear=0 shrinkage=0.0204111 Tree=6268 num_leaves=4 num_cat=0 split_feature=49 43 15 split_gain=3.6185 4.85911 3.37229 threshold=-0.085934999999999984 -0.099214999999999984 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015240821438454297 0.0019481570749271518 -0.01478906687900731 -0.020612450340489894 leaf_weight=2.6510003546864018 106.68532339236845 12.170811819785738 2.72199660023034 leaf_count=32 2659 159 235 internal_value=0 -0.00934398 0.00136636 internal_weight=0 14.8218 109.407 internal_count=3085 191 2894 is_linear=0 shrinkage=0.0204111 Tree=6269 num_leaves=4 num_cat=0 split_feature=4 48 43 split_gain=2.76635 3.98038 3.37205 threshold=0.27150500000000005 0.12011000000000001 -0.27157999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018155634408887871 0.00020695537849418666 -0.00027112231127534594 -6.0743316395038347e-05 leaf_weight=10.066964138779438 16.262685533758489 3.2614931804127982 95.824353443405926 leaf_count=147 334 29 2537 internal_value=0 0.000126002 -3.75407e-05 internal_weight=0 19.5242 105.891 internal_count=3047 363 2684 is_linear=0 shrinkage=0.000400217 Tree=6270 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=3.55373 4.11378 threshold=-0.5318799999999998 0.17769000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018997567005365226 0.00033789545499817109 0.017981857263711324 leaf_weight=3.6383699593716292 116.08935800831387 5.6676743744756086 leaf_count=39 2935 105 internal_value=0 0.00117497 internal_weight=0 121.757 internal_count=3079 3040 is_linear=0 shrinkage=0.0204111 Tree=6271 num_leaves=3 num_cat=0 split_feature=4 52 split_gain=2.69907 3.1776 threshold=0.51195500000000005 0.11571500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00043058167337359861 0.021288418725386671 -0.0099412200685690538 leaf_weight=108.26191234555154 2.2484352035389739 13.771341869045498 leaf_count=2460 133 462 internal_value=0 -0.000747907 internal_weight=0 122.033 internal_count=3055 2922 is_linear=0 shrinkage=0.0204111 Tree=6272 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=3.02081 3.96161 threshold=-0.094679999999999986 -0.23031999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018468654329111538 0.010947838104672862 -0.0011229847516875269 leaf_weight=3.6289440141990772 12.560788873233831 106.58922898753735 leaf_count=52 99 2944 internal_value=0 0.000158604 internal_weight=0 119.15 internal_count=3095 3043 is_linear=0 shrinkage=0.0204111 Tree=6273 num_leaves=4 num_cat=0 split_feature=13 13 1 split_gain=3.26313 4.84548 4.71121 threshold=0.11217000000000001 0.17936000000000002 0.087515000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011767833597340203 0.00044379041739358362 6.3895860067809432e-06 5.0753897108825282e-05 leaf_weight=44.543249578131508 6.3530883833300349 10.89863890307606 65.681003547593718 leaf_count=1686 53 184 1195 internal_value=0 0.000169289 -1.73624e-05 internal_weight=0 17.2517 110.224 internal_count=3118 237 2881 is_linear=0 shrinkage=0.000400217 Tree=6274 num_leaves=4 num_cat=0 split_feature=1212 480 3 split_gain=3.36465 3.24434 0.373792 threshold=0.087800000000000017 0.086640000000000009 -0.16059999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026590782626201262 0.0028296098877746839 -0.016644701094943169 -0.022880969985111861 leaf_weight=121.86477115736125 0.23410936444997821 3.627808259048833 2.4372310119724707 leaf_count=2647 3 195 239 internal_value=0 0.00208669 -0.0206046 internal_weight=0 125.493 2.67134 internal_count=3084 2842 242 is_linear=0 shrinkage=0.0204111 Tree=6275 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=2.6916 3.77469 threshold=-0.40548499999999993 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041903180138010506 -1.6991634513014261e-05 0.0002767358590237791 leaf_weight=2.3888256264108341 119.24660264234262 7.3329879814991719 leaf_count=110 2868 176 internal_value=0 2.54074e-07 internal_weight=0 126.58 internal_count=3154 3044 is_linear=0 shrinkage=0.000400217 Tree=6276 num_leaves=4 num_cat=0 split_feature=151 4 2 split_gain=3.58823 4.39978 0.199329 threshold=-0.29526499999999994 0.27150500000000005 0.11657500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014317097084939409 -0.001544064630653157 0.0091400417997585717 -0.026808244455952132 leaf_weight=1.5453432694775977 100.98772774105237 18.978004667820642 1.637866264209151 leaf_count=65 2662 354 16 internal_value=0 0.000153057 -0.0214367 internal_weight=0 119.966 3.18321 internal_count=3097 3016 81 is_linear=0 shrinkage=0.0204111 Tree=6277 num_leaves=3 num_cat=0 split_feature=44 39 split_gain=3.21839 3.2824 threshold=1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0004436028225777001 -0.017013643158753984 0.0096175467428228408 leaf_weight=102.74781280272509 3.7576781125972039 19.191444559488446 leaf_count=2685 58 368 internal_value=0 0.00189495 internal_weight=0 121.939 internal_count=3111 3053 is_linear=0 shrinkage=0.0204111 Tree=6278 num_leaves=4 num_cat=0 split_feature=484 2 147 split_gain=3.84211 3.30039 3.26038 threshold=-0.0048899999999999994 1.0000000180025095e-35 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017361106183850568 -0.0045560209707950911 0.0035964662758448183 0.02102356841196552 leaf_weight=7.2653272323768743 26.937473920581397 87.941070435548681 0.95734392106533039 leaf_count=488 661 1980 3 internal_value=0 0.00168224 -0.0126697 internal_weight=0 114.879 8.22267 internal_count=3132 2641 491 is_linear=0 shrinkage=0.0204111 Tree=6279 num_leaves=4 num_cat=0 split_feature=1 160 13 split_gain=3.56703 3.31697 0.841615 threshold=0.12700000000000003 -0.090834999999999985 -0.040424999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022571707288113083 0.00037546310237923848 2.05081585396566e-05 0.00015033861873132569 leaf_weight=9.4395281598954153 3.9569622575363601 106.08667849236008 8.5643691767472756 leaf_count=422 148 2390 116 internal_value=0 1.90274e-07 0.000224179 internal_weight=0 115.526 12.5213 internal_count=3076 2812 264 is_linear=0 shrinkage=0.000400217 Tree=6280 num_leaves=4 num_cat=0 split_feature=1456 1373 13 split_gain=3.43161 2.77764 0.0755545 threshold=-1.0000000180025095e-35 0.099250000000000019 -0.15462999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001412567855164643 2.7234866242432061e-06 -0.00050307603551384954 -0.00042072575340987235 leaf_weight=0.31527772545814547 118.72523424864266 1.652914346079341 3.1827531508752136 leaf_count=10 2789 21 285 internal_value=0 -4.68269e-06 -0.0004007 internal_weight=0 120.378 3.49803 internal_count=3105 2810 295 is_linear=0 shrinkage=0.000400217 Tree=6281 num_leaves=4 num_cat=0 split_feature=148 51 2 split_gain=3.30713 3.42755 1.04735 threshold=-0.083929999999999991 -0.40148999999999996 0.10047500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055732249904296891 -0.00041804599038740574 4.3299699245452014e-05 -0.00013571957198839455 leaf_weight=1.7524070992658374 2.5238560774887437 121.750225208958 2.1088584449607879 leaf_count=56 115 2888 32 internal_value=0 3.35625e-05 -0.000337375 internal_weight=0 124.274 3.86127 internal_count=3091 3003 88 is_linear=0 shrinkage=0.000400217 Tree=6282 num_leaves=4 num_cat=0 split_feature=42 132 159 split_gain=3.67698 5.24142 4.26961 threshold=-1.0000000180025095e-35 0.081055000000000016 0.10276500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030176513796895994 5.6194028025670676e-05 0.0001990580900312653 -0.00027772275607995217 leaf_weight=12.072882033651696 104.26889603261952 4.5257444793242021 6.4058803703810545 leaf_count=681 2031 148 246 internal_value=0 -0.000164793 3.66057e-05 internal_weight=0 16.5986 110.675 internal_count=3106 829 2277 is_linear=0 shrinkage=0.000400217 Tree=6283 num_leaves=4 num_cat=0 split_feature=2 52 48 split_gain=3.42687 4.74555 3.92418 threshold=0.089835000000000012 0.0035300000000000006 -0.095559999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0076280717268934041 -0.024761692909902783 0.0070177750531753734 0.0033111589167028896 leaf_weight=40.363379196995083 2.0244079504045649 11.838961059824213 72.566217298102856 leaf_count=1051 23 640 1379 internal_value=0 -0.00429863 0.00251328 internal_weight=0 52.2023 74.5906 internal_count=3093 1691 1402 is_linear=0 shrinkage=0.0204111 Tree=6284 num_leaves=4 num_cat=0 split_feature=43 2 15 split_gain=3.72089 3.72362 0.404436 threshold=0.25537500000000007 0.097925000000000012 -0.23798499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012253305262959477 -0.0018861360222585946 0.0060883069063851743 -0.024836988560708345 leaf_weight=69.305385757412296 0.38990280102007124 49.723136239721498 2.3475102062475335 leaf_count=2052 12 860 174 internal_value=0 0.00183273 -0.0217706 internal_weight=0 119.029 2.73741 internal_count=3098 2912 186 is_linear=0 shrinkage=0.0204111 Tree=6285 num_leaves=4 num_cat=0 split_feature=128 41 15 split_gain=3.08941 2.77474 0.0308915 threshold=0.089460000000000012 0.087145000000000014 -0.10589999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7025705340578389e-05 -0.00019552459649519604 -0.00028893920228963008 -0.00042417475469090513 leaf_weight=121.52330545195764 0.40137109797797199 4.2206094525026847 2.2866801082273005 leaf_count=2809 17 100 162 internal_value=0 2.58373e-05 -0.000399217 internal_weight=0 125.744 2.68805 internal_count=3088 2909 179 is_linear=0 shrinkage=0.000400217 Tree=6286 num_leaves=4 num_cat=0 split_feature=39 48 457 split_gain=2.8564 6.0114 2.57573 threshold=0.0047850000000000011 0.11978500000000002 0.084160000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00078723878071480227 0.010485878092221899 -0.019147204747508806 -0.013466559172663671 leaf_weight=98.606205725878681 17.587745106073275 6.6202114347834131 1.9949070173315693 leaf_count=2635 329 93 50 internal_value=0 -0.000485935 0.00798313 internal_weight=0 105.226 19.5827 internal_count=3107 2728 379 is_linear=0 shrinkage=0.0204111 Tree=6287 num_leaves=4 num_cat=0 split_feature=2 12 0 split_gain=3.88881 5.31974 3.8316 threshold=0.092120000000000021 0.10042000000000002 -0.23098999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033854053299174906 9.7906239562984163e-05 -0.00028514226446913344 -0.00010580845961719016 leaf_weight=3.1794166184263295 57.937438996290439 6.3442443670464845 57.018870922915085 leaf_count=31 950 264 1821 internal_value=0 5.96714e-05 -8.17549e-05 internal_weight=0 64.2817 60.1983 internal_count=3066 1214 1852 is_linear=0 shrinkage=0.000400217 Tree=6288 num_leaves=4 num_cat=0 split_feature=1213 129 475 split_gain=3.58073 2.93355 1.31812 threshold=-1.0000000180025095e-35 0.089775000000000008 -0.084374999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015184637696931945 0.00099081730550782841 -0.021637462845390285 -0.02099061513536794 leaf_weight=0.38518701819702972 116.30348918495292 2.3248984094389007 4.1925002812204175 leaf_count=5 2461 134 444 internal_value=0 0.000527359 -0.0176568 internal_weight=0 118.628 4.57769 internal_count=3044 2595 449 is_linear=0 shrinkage=0.0204111 Tree=6289 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.84068 4.49165 threshold=-0.14786499999999997 -0.0056599999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029215755852864486 -0.00031193328828570089 -1.7346590751164302e-06 leaf_weight=4.6802585232362608 7.8856751795974551 114.83909889059578 leaf_count=47 202 2831 internal_value=0 -2.19326e-05 internal_weight=0 122.725 internal_count=3080 3033 is_linear=0 shrinkage=0.000400217 Tree=6290 num_leaves=4 num_cat=0 split_feature=43 16 160 split_gain=3.243 5.33073 4.3512 threshold=-0.07440999999999999 0.15354500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0044795336023504446 0.0009963175060974138 -0.014540545668182974 0.0095258770180297724 leaf_weight=12.634332570971308 68.834728486908716 10.505521504579518 33.746557107238914 leaf_count=497 1618 274 732 internal_value=0 -0.00107853 0.00570915 internal_weight=0 79.3402 46.3809 internal_count=3121 1892 1229 is_linear=0 shrinkage=0.0204111 Tree=6291 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=3.57797 6.16669 2.69679 threshold=0.10100500000000003 0.086845000000000019 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011663989201796495 0.00016575442923079015 0.00013414081328189147 -2.9287390063761614e-05 leaf_weight=56.285669656677783 29.829713160856045 21.663012865057681 18.244133521657204 leaf_count=2152 595 150 214 internal_value=0 -4.6852e-05 9.18396e-05 internal_weight=0 77.9487 48.0738 internal_count=3111 2302 809 is_linear=0 shrinkage=0.000400217 Tree=6292 num_leaves=3 num_cat=0 split_feature=1373 4 split_gain=2.448 2.59307 threshold=0.099250000000000019 -0.22295999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0065121005889553175 -0.023279742937841779 0.001698613253133212 leaf_weight=18.828541924798628 1.7286320348503057 103.98695249193042 leaf_count=237 25 2812 internal_value=0 0.000435064 internal_weight=0 122.815 internal_count=3074 3049 is_linear=0 shrinkage=0.0204111 Tree=6293 num_leaves=3 num_cat=0 split_feature=1365 42 split_gain=2.97277 2.95426 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0063324966770923327 -0.020549125655413655 0.0029383795539528927 leaf_weight=16.461853595104913 2.4470824219170018 105.38657059647994 leaf_count=820 54 2185 internal_value=0 0.00168121 internal_weight=0 121.848 internal_count=3059 3005 is_linear=0 shrinkage=0.0204111 Tree=6294 num_leaves=4 num_cat=0 split_feature=148 12 2 split_gain=2.69981 3.07101 1.17006 threshold=-0.084284999999999985 0.10042000000000002 0.10047500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02865471977656802 0.0011759904513104213 -0.0098630818569846127 -0.0060501146289286423 leaf_weight=1.7821392177429509 108.07354953552749 11.515469390309589 2.0776966700796038 leaf_count=57 2576 416 32 internal_value=0 0.000104784 -0.0170005 internal_weight=0 119.589 3.85984 internal_count=3081 2992 89 is_linear=0 shrinkage=0.0204111 Tree=6295 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=3.31327 5.29532 3.47833 threshold=0.099610000000000018 0.23355000000000001 0.11596500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.7579290191146084e-07 -0.00044309464069296726 6.7328295181905018e-05 0.00022334993606076597 leaf_weight=104.97025785027836 6.404385947633271 6.4546179558383301 12.48406690941192 leaf_count=2535 368 78 115 internal_value=0 -0.000188517 2.46231e-05 internal_weight=0 12.859 117.454 internal_count=3096 446 2650 is_linear=0 shrinkage=0.000400217 Tree=6296 num_leaves=4 num_cat=0 split_feature=39 42 0 split_gain=3.82548 4.13721 2.8392 threshold=0.0047850000000000011 0.10146500000000001 -0.19152499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011024346315333733 -0.01786550688707278 -0.021008924849720115 0.010259998565217237 leaf_weight=98.925268799290279 1.5314008565619612 4.4386660514792302 17.641134616605996 leaf_count=2433 13 261 347 internal_value=0 -0.00197907 0.0079228 internal_weight=0 103.364 19.1725 internal_count=3054 2694 360 is_linear=0 shrinkage=0.0204111 Tree=6297 num_leaves=4 num_cat=0 split_feature=160 52 52 split_gain=2.90941 2.85729 0.0841714 threshold=-0.40187499999999993 -0.51586999999999994 0.27828000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0081995044432311096 -0.020274062240367451 0.0019564783891494672 -0.022273980521549247 leaf_weight=0.38580518553499077 2.3452409901728961 123.33043008185996 2.0511407209960453 leaf_count=72 219 2581 165 internal_value=0 0.00152396 -0.0205038 internal_weight=0 125.676 2.43695 internal_count=3037 2800 237 is_linear=0 shrinkage=0.0204111 Tree=6298 num_leaves=4 num_cat=0 split_feature=2 14 49 split_gain=2.86393 2.80806 0.22129 threshold=0.15239500000000003 0.077685000000000018 0.036605000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.1550475219972406e-06 0.00042494470608061272 -0.00039694771485744075 0.00018590095419779914 leaf_weight=123.79450307778825 2.2518970003002319 2.873630068905185 1.2206492989789692 leaf_count=2902 83 107 31 internal_value=0 -1.34088e-05 0.000349349 internal_weight=0 126.668 3.47255 internal_count=3123 3009 114 is_linear=0 shrinkage=0.000400217 Tree=6299 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.87861 2.85543 threshold=-0.27559499999999998 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019813765102081621 -0.00025183131963953749 0.0085879752128592141 leaf_weight=2.7130367758945786 105.34013512863021 17.68231394077884 leaf_count=73 2655 341 internal_value=0 0.00102539 internal_weight=0 123.022 internal_count=3069 2996 is_linear=0 shrinkage=0.0204111 Tree=6300 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=2.61122 8.29468 3.94624 threshold=1.0000000180025095e-35 -0.06951499999999998 0.080475000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01417851313350612 0.017435631609857227 0.0041787556400670065 -2.2506218028719866e-05 leaf_weight=20.648272284095583 5.6603413709090082 20.185826707034721 82.324604463370633 leaf_count=1337 60 253 1461 internal_value=0 -0.00511721 0.00112136 internal_weight=0 40.8341 87.9849 internal_count=3111 1590 1521 is_linear=0 shrinkage=0.0204111 Tree=6301 num_leaves=4 num_cat=0 split_feature=480 3 15 split_gain=3.23067 3.04094 0.309844 threshold=0.08598500000000002 0.13593500000000003 -0.46645999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4823360496632899e-06 -7.4305354376936461e-05 0.00018860454289564913 -0.00043707152746822657 leaf_weight=110.34566332017494 0.49533645110204849 14.364228121063205 2.6915668107812953 leaf_count=2702 8 179 201 internal_value=0 1.6137e-05 -0.000385123 internal_weight=0 124.71 3.1869 internal_count=3090 2881 209 is_linear=0 shrinkage=0.000400217 Tree=6302 num_leaves=3 num_cat=0 split_feature=31 15 split_gain=2.81011 2.48337 threshold=-1.0000000180025095e-35 0.098970000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022145770407388108 0.0007502711557863845 -0.010395135317784725 leaf_weight=2.3064986656827378 112.50935052896602 8.8819703348053718 leaf_count=87 2681 313 internal_value=0 -7.40447e-05 internal_weight=0 121.391 internal_count=3081 2994 is_linear=0 shrinkage=0.0204111 Tree=6303 num_leaves=4 num_cat=0 split_feature=2 150 376 split_gain=3.11238 3.58083 2.96277 threshold=0.092120000000000021 0.087235000000000021 0.048695000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9430517056169891e-05 3.3566082095072429e-05 -0.00031180196407334747 0.00036003824571580667 leaf_weight=52.34778516213737 59.03118657093728 8.2333551160118059 4.7071077368454999 leaf_count=1700 1115 155 77 internal_value=0 -6.8311e-05 5.82653e-05 internal_weight=0 60.5811 63.7383 internal_count=3047 1855 1192 is_linear=0 shrinkage=0.000400217 Tree=6304 num_leaves=3 num_cat=0 split_feature=149 1 split_gain=3.81478 3.04016 threshold=0.10770500000000001 0.12856000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.0487153543236663e-06 -0.00053691171672472845 0.00020627637364970552 leaf_weight=115.9577465473667 1.9355865478282783 11.798512781097086 leaf_count=2845 23 258 internal_value=0 1.37233e-05 internal_weight=0 127.756 internal_count=3126 3103 is_linear=0 shrinkage=0.000400217 Tree=6305 num_leaves=4 num_cat=0 split_feature=43 475 11 split_gain=3.06929 4.82756 4.67883 threshold=-0.063379999999999978 -0.070074999999999985 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0056324132245674837 0.010495856204633473 -0.0046822158803216116 -0.019090177937631996 leaf_weight=43.977304556421586 9.9100052977009891 67.842377566856158 3.3290640443301518 leaf_count=1324 151 1597 54 internal_value=0 -0.00273537 0.00385166 internal_weight=0 77.7524 47.3064 internal_count=3126 1748 1378 is_linear=0 shrinkage=0.0204111 Tree=6306 num_leaves=4 num_cat=0 split_feature=1213 157 15 split_gain=3.77208 2.82996 2.80014 threshold=-1.0000000180025095e-35 -0.08107499999999998 -0.095604999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035642015738573095 -6.3885867810991391e-05 -0.00044552229947360684 7.1540686366912344e-05 leaf_weight=0.75584286125376809 33.37996425179881 4.185957332925681 90.621794576411048 leaf_count=7 622 457 1976 internal_value=0 -0.000317687 3.50605e-05 internal_weight=0 4.9418 124.002 internal_count=3062 464 2598 is_linear=0 shrinkage=0.000400217 Tree=6307 num_leaves=4 num_cat=0 split_feature=1 13 13 split_gain=3.65782 4.27688 2.25054 threshold=0.12856000000000004 0.15312500000000004 -0.039944999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027393592108174196 0.02359483571068301 -0.016936726732590262 0.0047241924392402131 leaf_weight=103.49100155130691 3.5919945247005662 6.7300547213526434 9.3863268311542907 leaf_count=2649 140 160 126 internal_value=0 -0.00130751 0.0101041 internal_weight=0 110.221 12.9783 internal_count=3075 2809 266 is_linear=0 shrinkage=0.0204111 Tree=6308 num_leaves=4 num_cat=0 split_feature=1429 0 484 split_gain=2.98081 3.11429 0.283756 threshold=-1.0000000180025095e-35 -0.074479999999999977 0.09129000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031525119835130186 -2.8956331719456623e-05 0.00010122543790365064 -0.00068370500383385039 leaf_weight=1.5110263407404994 79.412428661620652 46.624444611050421 0.5958317085096495 leaf_count=127 2104 824 16 internal_value=0 1.92485e-05 -0.000448695 internal_weight=0 126.037 2.10686 internal_count=3071 2928 143 is_linear=0 shrinkage=0.000400217 Tree=6309 num_leaves=4 num_cat=0 split_feature=160 133 4 split_gain=3.1972 3.62101 3.16531 threshold=-0.091964999999999977 -0.10164499999999999 -0.5971599999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.026792649338793228 -0.015643028107630012 0.0017559364198190619 -0.013520958639658662 leaf_weight=0.77632240951061149 5.1175106688096994 105.8834441287072 10.371952918059831 leaf_count=2 330 2290 449 internal_value=0 0.000938832 -0.0104752 internal_weight=0 111.001 11.1483 internal_count=3071 2620 451 is_linear=0 shrinkage=0.0204111 Tree=6310 num_leaves=4 num_cat=0 split_feature=12 474 160 split_gain=2.91791 5.02669 4.30452 threshold=0.023990000000000004 0.084655000000000022 -0.082234999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3603079739755918e-06 -0.0003671515803692529 0.00030304059291556926 -3.9567048397018614e-05 leaf_weight=58.950356607201684 7.2944324283416782 9.8475186927826126 48.783439189690398 leaf_count=719 472 119 1774 internal_value=0 4.0061e-05 -8.28249e-05 internal_weight=0 68.7979 56.0779 internal_count=3084 838 2246 is_linear=0 shrinkage=0.000400217 Tree=6311 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=4.58888 7.02587 3.90901 threshold=1.0000000180025095e-35 -0.08972999999999999 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039788955099122315 -0.00033999609543805542 -1.3846235972982773e-05 6.4053665104815778e-05 leaf_weight=10.389834644141954 3.9024118899251325 27.935085702360084 86.556874122572481 leaf_count=362 152 1221 1389 internal_value=0 -0.000118816 4.62242e-05 internal_weight=0 38.3249 90.4593 internal_count=3124 1583 1541 is_linear=0 shrinkage=0.000400217 Tree=6312 num_leaves=4 num_cat=0 split_feature=156 1 475 split_gain=2.83272 3.2738 0.293221 threshold=0.11896500000000002 0.085880000000000026 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8501645393937198e-05 -0.00025702417881214961 4.7354022179673558e-05 -0.00065311110571736222 leaf_weight=45.273758562119838 0.73348553826508578 75.85265462238749 0.96164485823828616 leaf_count=1694 54 1271 39 internal_value=0 -3.45997e-06 -0.000508268 internal_weight=0 121.126 1.69513 internal_count=3058 2965 93 is_linear=0 shrinkage=0.000400217 Tree=6313 num_leaves=4 num_cat=0 split_feature=1 130 48 split_gain=3.24502 3.18644 1.34099 threshold=0.12700000000000003 -0.088604999999999989 0.14291000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049037581435698759 0.00026342307174979159 8.9115261096312927e-07 -7.3899705251870824e-05 leaf_weight=2.043819054728373 10.486487655260133 111.12234936486493 2.2450349433347574 leaf_count=79 231 2751 30 internal_value=0 -8.45723e-06 0.000203815 internal_weight=0 113.166 12.7315 internal_count=3091 2830 261 is_linear=0 shrinkage=0.000400217 Tree=6314 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=2.84894 3.23393 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020480008399717232 0.025067490332851442 -0.00029963870436686732 leaf_weight=2.7423140316459458 2.0200394557323298 116.51281439779268 leaf_count=278 26 2803 internal_value=0 0.000155917 internal_weight=0 118.533 internal_count=3107 2829 is_linear=0 shrinkage=0.0204111 Tree=6315 num_leaves=4 num_cat=0 split_feature=15 4 4 split_gain=3.26503 4.96564 3.40044 threshold=0.084580000000000016 0.17888000000000001 -0.075284999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001185148663404569 -0.00034203812767820207 0.00019404760254797425 -4.1003254582405985e-05 leaf_weight=29.141307891681208 10.43509365299178 3.6692637472879133 79.666321469121613 leaf_count=416 974 22 1671 internal_value=0 -0.000202145 1.79746e-06 internal_weight=0 14.1044 108.808 internal_count=3083 996 2087 is_linear=0 shrinkage=0.000400217 Tree=6316 num_leaves=4 num_cat=0 split_feature=43 4 13 split_gain=2.8502 3.8524 3.24215 threshold=-0.27157999999999993 -0.49977499999999991 0.16421000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.02526235232553297 -0.019725453820434898 -0.00030846518784002138 0.0012985881727896728 leaf_weight=3.6516444650478643 4.314890118490438 111.0356000396132 6.306284762249561 leaf_count=28 130 2808 122 internal_value=0 -0.00105322 0.0102695 internal_weight=0 115.35 9.95793 internal_count=3088 2938 150 is_linear=0 shrinkage=0.0204111 Tree=6317 num_leaves=4 num_cat=0 split_feature=50 47 39 split_gain=3.24513 4.69946 3.70476 threshold=0.083800000000000013 0.08593000000000002 0.084950000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027722714529178805 -0.016731477413414395 -0.0082535883933215499 0.016423601399109394 leaf_weight=91.957682209686027 8.3163820261106576 19.408063060298446 1.5912699390319165 leaf_count=2227 548 319 27 internal_value=0 0.0008444 -0.0112824 internal_weight=0 111.366 9.90765 internal_count=3121 2546 575 is_linear=0 shrinkage=0.0204111 Tree=6318 num_leaves=4 num_cat=0 split_feature=14 160 3 split_gain=3.05974 2.81817 1.02464 threshold=0.064610000000000015 -0.40187499999999993 -0.0063999999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022067467906558735 -0.031195237708119307 0.00034203360902687233 -0.0062820952736951556 leaf_weight=2.272112388187451 1.6248808835080129 120.72519031129195 1.253218266123439 leaf_count=217 73 2769 27 internal_value=0 -9.16279e-05 -0.0209887 internal_weight=0 122.997 2.8781 internal_count=3086 2986 100 is_linear=0 shrinkage=0.0204111 Tree=6319 num_leaves=3 num_cat=0 split_feature=33 457 split_gain=3.10761 2.92599 threshold=-1.0000000180025095e-35 -0.15747999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004407508280191494 0.00033465992648609402 2.5082475769501539e-06 leaf_weight=2.3423827774822703 4.2865576351759946 124.25249004732177 leaf_count=41 36 3017 internal_value=0 1.38666e-05 internal_weight=0 128.539 internal_count=3094 3053 is_linear=0 shrinkage=0.000400217 Tree=6320 num_leaves=3 num_cat=0 split_feature=38 41 split_gain=3.3433 3.7258 threshold=1.0000000180025095e-35 0.082980000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.2543005400269896e-05 -0.00031769929491589965 -0.00032676223987277456 leaf_weight=113.474961531585 5.1773572133097323 4.9992215725651468 leaf_count=2925 74 100 internal_value=0 7.50886e-06 internal_weight=0 118.474 internal_count=3099 3025 is_linear=0 shrinkage=0.000400217 Tree=6321 num_leaves=4 num_cat=0 split_feature=483 1213 13 split_gain=2.94802 3.08913 0.27346 threshold=0.10297500000000001 -1.0000000180025095e-35 -0.079334999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028704103870532647 -0.00015554731059221503 4.0083505935365558e-05 -0.0004866195516555622 leaf_weight=4.6970994577623051 0.68497106835275223 120.46580427552908 1.7758263332871127 leaf_count=458 40 2496 86 internal_value=0 2.75616e-05 -0.000405245 internal_weight=0 125.163 2.4608 internal_count=3080 2954 126 is_linear=0 shrinkage=0.000400217 Tree=6322 num_leaves=3 num_cat=0 split_feature=1375 52 split_gain=4.07954 2.72478 threshold=-0.43271999999999994 -0.51586999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053701539158189197 -0.00039788665275677714 2.9886707517360462e-05 leaf_weight=2.0181201758095986 2.3207803121476891 122.24644448199979 leaf_count=17 213 2844 internal_value=0 2.15668e-05 internal_weight=0 124.567 internal_count=3074 3057 is_linear=0 shrinkage=0.000400217 Tree=6323 num_leaves=4 num_cat=0 split_feature=158 156 12 split_gain=2.54759 2.49082 0.130903 threshold=0.11034000000000001 -1.0000000180025095e-35 0.076350000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040403214698808855 -0.00016675085168263337 4.0996083092339777e-05 -0.00042099869380868841 leaf_weight=1.935397231573005 0.64423279196489547 127.82885774249189 1.8536197066459861 leaf_count=155 16 2843 122 internal_value=0 3.4016e-05 -0.000365392 internal_weight=0 129.764 2.49785 internal_count=3136 2998 138 is_linear=0 shrinkage=0.000400217 Tree=6324 num_leaves=4 num_cat=0 split_feature=1429 14 484 split_gain=2.89997 2.8335 0.272094 threshold=-1.0000000180025095e-35 0.077685000000000018 0.092555000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033037746543348751 3.9068799185689834e-06 -0.00042544555810657538 -0.0006925376242719525 leaf_weight=1.6708575213560828 122.65430043560991 2.4004230023128903 0.58086838780945971 leaf_count=127 2849 95 18 internal_value=0 -4.70774e-06 -0.000452182 internal_weight=0 125.055 2.25173 internal_count=3089 2944 145 is_linear=0 shrinkage=0.000400217 Tree=6325 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=3.11793 3.87213 threshold=0.084955000000000017 0.25779000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00039148053540740915 -0.022319660010850673 0.020529862837905252 leaf_weight=120.38423835117828 2.3113452894613138 4.0018591131665735 leaf_count=2964 41 115 internal_value=0 0.00105727 internal_weight=0 124.386 internal_count=3120 3079 is_linear=0 shrinkage=0.0204111 Tree=6326 num_leaves=4 num_cat=0 split_feature=403 15 15 split_gain=3.02973 3.39713 0.848996 threshold=-0.088654999999999984 -0.11664999999999999 -0.23118499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014065039472720654 -0.0063178108574422163 0.0027996282098208766 -0.021305690019843709 leaf_weight=0.23447501566261086 20.412352829705924 99.831941892009127 3.0229971254520924 leaf_count=7 454 2229 407 internal_value=0 0.00124744 -0.0183769 internal_weight=0 120.244 3.25747 internal_count=3097 2683 414 is_linear=0 shrinkage=0.0204111 Tree=6327 num_leaves=4 num_cat=0 split_feature=43 474 43 split_gain=3.95722 4.35404 3.76602 threshold=-0.07440999999999999 0.084655000000000022 -0.078969999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019520601336654236 -0.0047429693870171836 0.010072029767529113 0.017814000962678607 leaf_weight=38.764423618005821 70.06104538578802 9.2618153016737761 7.3281816312228321 leaf_count=1067 1733 157 158 internal_value=0 -0.0030014 0.00451098 internal_weight=0 79.3229 46.0926 internal_count=3115 1890 1225 is_linear=0 shrinkage=0.0204111 Tree=6328 num_leaves=4 num_cat=0 split_feature=160 403 403 split_gain=3.2612 3.40576 3.24456 threshold=-0.11051499999999999 -0.088654999999999984 0.083770000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030984303226438352 -0.00032968483440543934 4.6220164435728883e-05 0.00043914424602184475 leaf_weight=7.5566843812848656 3.8835293789397829 114.98290350405296 0.95421925738628477 leaf_count=373 375 2303 32 internal_value=0 3.36401e-05 -0.000221257 internal_weight=0 118.866 8.5109 internal_count=3083 2678 405 is_linear=0 shrinkage=0.000400217 Tree=6329 num_leaves=4 num_cat=0 split_feature=42 39 16 split_gain=3.93147 5.24874 4.92507 threshold=0.08221500000000001 0.084950000000000012 0.15354500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.0287348219441272e-05 -0.0001878048217606201 0.00028085531688274107 -0.00020015605566208123 leaf_weight=77.618422435436514 32.649441681876851 4.2336157342069773 13.565231570901231 leaf_count=1332 1334 146 282 internal_value=0 -0.000133323 2.13437e-05 internal_weight=0 36.8831 91.1837 internal_count=3094 1480 1614 is_linear=0 shrinkage=0.000400217 Tree=6330 num_leaves=4 num_cat=0 split_feature=39 48 38 split_gain=2.93207 3.55275 2.46723 threshold=0.0047850000000000011 0.14226500000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8652219701223119e-07 0.00022999389087927097 -0.00042544482583426125 -8.7788729831407854e-05 leaf_weight=100.99816408834158 15.638067114487059 3.1284390752989557 5.1398900570493415 leaf_count=2683 306 35 62 internal_value=0 -1.29476e-05 0.000151334 internal_weight=0 104.127 20.778 internal_count=3086 2718 368 is_linear=0 shrinkage=0.000400217 Tree=6331 num_leaves=3 num_cat=0 split_feature=51 33 split_gain=2.54274 2.61773 threshold=-0.40148999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040852603982325042 -0.00036474185870968997 2.3263027671677111e-05 leaf_weight=2.2100166565069221 2.7396886567585161 119.51237576372296 leaf_count=115 42 2929 internal_value=0 1.4242e-05 internal_weight=0 122.252 internal_count=3086 2971 is_linear=0 shrinkage=0.000400217 Tree=6332 num_leaves=3 num_cat=0 split_feature=38 41 split_gain=3.12357 3.64777 threshold=1.0000000180025095e-35 0.079885000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002014333117619348 -0.014051124754346151 -0.012790672452792301 leaf_weight=113.23854450781073 5.828522310803236 7.273824359959689 leaf_count=2871 75 132 internal_value=0 0.0011097 internal_weight=0 120.512 internal_count=3078 3003 is_linear=0 shrinkage=0.0204111 Tree=6333 num_leaves=4 num_cat=0 split_feature=1 42 0 split_gain=3.89722 5.62994 3.9118 threshold=0.076845000000000011 0.091695000000000013 -0.095504999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.1401791983846076e-05 9.8131614133533618e-05 -0.00050375556074157453 -7.6197338906026793e-05 leaf_weight=33.465255974757383 52.663803315532277 5.2411497152716029 33.73213710958953 leaf_count=1260 517 316 990 internal_value=0 -0.00012258 3.00567e-05 internal_weight=0 38.7064 86.3959 internal_count=3083 1576 1507 is_linear=0 shrinkage=0.000400217 Tree=6334 num_leaves=4 num_cat=0 split_feature=0 47 15 split_gain=3.32076 5.78058 4.76112 threshold=-0.074479999999999977 0.08593000000000002 -0.032239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4074593987680803e-05 0.00023608256783175431 -0.00028886493856981492 -2.9359687705448975e-05 leaf_weight=65.618140061053055 17.072331097326241 14.971668939615482 29.182582818932133 leaf_count=1905 423 270 516 internal_value=0 -6.54541e-05 6.89465e-05 internal_weight=0 80.5898 46.2549 internal_count=3114 2175 939 is_linear=0 shrinkage=0.000400217 Tree=6335 num_leaves=4 num_cat=0 split_feature=4 43 1 split_gain=2.78578 3.51593 2.7027 threshold=-0.40515499999999993 0.077425000000000008 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016348341494999263 -0.0040159086951545532 0.012550432590621422 0.0028220266073310202 leaf_weight=8.0124891760642623 33.343499317623355 2.1472227415069929 85.857586271376931 leaf_count=177 1550 14 1394 internal_value=0 -0.0101704 0.000907313 internal_weight=0 10.1597 119.201 internal_count=3135 191 2944 is_linear=0 shrinkage=0.0204111 Tree=6336 num_leaves=4 num_cat=0 split_feature=474 1 160 split_gain=2.67376 2.65249 0.178708 threshold=-1.0000000180025095e-35 0.10100500000000003 -0.076674999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065953699176714829 -1.9697748483599882e-05 9.8779852255010214e-05 -0.00031747096105425932 leaf_weight=0.5565088502189609 78.769622900319519 49.013660251177498 1.1537530243949721 leaf_count=27 2217 754 88 internal_value=0 2.57932e-05 -0.000462464 internal_weight=0 127.783 1.71026 internal_count=3086 2971 115 is_linear=0 shrinkage=0.000400217 Tree=6337 num_leaves=4 num_cat=0 split_feature=43 4 160 split_gain=3.51262 5.64248 4.24673 threshold=-0.07440999999999999 -0.27816999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0047281132445838436 -0.015733639103056293 0.00021558399003631848 0.0089561124351312874 leaf_weight=13.054844094163853 10.573823118174912 68.331246093615846 33.53816715447465 leaf_count=509 199 1705 738 internal_value=0 -0.00194099 0.0051198 internal_weight=0 78.9051 46.593 internal_count=3151 1904 1247 is_linear=0 shrinkage=0.0204111 Tree=6338 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=3.56587 3.90996 3.90833 threshold=0.11584000000000001 -0.22745499999999999 -0.090169999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013628226574132945 -0.025974720616865687 0.0086793755311091736 -0.0034629130651075645 leaf_weight=5.8136797869956345 1.3410062897019113 21.226910396537278 94.530288111618574 leaf_count=48 11 423 2596 internal_value=0 0.00650213 -0.00245861 internal_weight=0 22.5679 100.344 internal_count=3078 434 2644 is_linear=0 shrinkage=0.0204111 Tree=6339 num_leaves=4 num_cat=0 split_feature=1 1348 15 split_gain=2.91597 3.09839 2.63336 threshold=0.13662500000000002 0.090050000000000005 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5773261591637191e-05 0.00034102707766516617 0.00039066100669056303 -0.00020249827980698372 leaf_weight=114.82867316729971 6.3061351685610116 2.6839664729195638 1.7547866615932433 leaf_count=2866 150 36 25 internal_value=0 -2.5671e-05 0.000221553 internal_weight=0 117.513 8.06092 internal_count=3077 2902 175 is_linear=0 shrinkage=0.000400217 Tree=6340 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=2.68019 3.48893 threshold=-0.080134999999999984 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020981837782909567 -0.00037060307596312468 -0.025077669599990866 leaf_weight=2.2745252735912791 121.02089985239581 2.3170451961486824 leaf_count=15 2954 97 internal_value=0 -0.000857078 internal_weight=0 123.338 internal_count=3066 3051 is_linear=0 shrinkage=0.0204111 Tree=6341 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=2.97358 4.83452 3.56327 threshold=0.099515000000000006 -0.097724999999999992 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010517321748107761 0.00016386552449812515 -0.00011122490569885686 -5.8084149323761467e-05 leaf_weight=23.605241322453367 30.444913354222081 54.559202747001109 18.587282655833405 leaf_count=306 568 1989 237 internal_value=0 -4.58169e-05 7.97875e-05 internal_weight=0 78.1644 49.0322 internal_count=3100 2295 805 is_linear=0 shrinkage=0.000400217 Tree=6342 num_leaves=3 num_cat=0 split_feature=1373 31 split_gain=3.10653 2.44516 threshold=0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021290783610238919 -0.025452245205522538 0.00053225646880596588 leaf_weight=2.3000912539428091 1.7742788903997269 119.1043316389605 leaf_count=96 24 2992 internal_value=0 0.000944797 internal_weight=0 121.404 internal_count=3112 3088 is_linear=0 shrinkage=0.0204111 Tree=6343 num_leaves=4 num_cat=0 split_feature=1 4 2 split_gain=3.88436 6.36292 2.6445 threshold=1.0000000180025095e-35 -0.14538499999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013108650239229146 -5.1716089459055389e-05 -0.00022023178678913437 9.2538522808657708e-05 leaf_weight=11.91604331275448 31.390100836928468 26.342539235745789 57.488573045964586 leaf_count=67 746 1490 768 internal_value=0 -0.000110747 4.15898e-05 internal_weight=0 38.2586 88.8787 internal_count=3071 1557 1514 is_linear=0 shrinkage=0.000400217 Tree=6344 num_leaves=4 num_cat=0 split_feature=156 160 12 split_gain=2.97827 2.90698 2.42067 threshold=0.091280000000000014 -0.40187499999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020103706600638746 0.018586132828152434 0.002459762070541922 -0.015367611098136991 leaf_weight=2.3166592466586726 0.90778067841893051 118.04115353881207 6.6749434284720328 leaf_count=218 38 2604 248 internal_value=0 0.00200718 -0.0110915 internal_weight=0 120.358 7.58272 internal_count=3108 2822 286 is_linear=0 shrinkage=0.0204111 Tree=6345 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=3.76754 2.9754 2.46277 threshold=0.12263000000000002 0.12879500000000002 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014573458466830213 0.016359083373624874 -0.020774767952027502 0.00087920009037369281 leaf_weight=102.4731238868535 8.0319109629199392 3.3224411003902778 9.0571274165995401 leaf_count=2728 168 44 133 internal_value=0 -0.00208532 0.00821393 internal_weight=0 105.796 17.089 internal_count=3073 2772 301 is_linear=0 shrinkage=0.0204111 Tree=6346 num_leaves=4 num_cat=0 split_feature=160 1213 15 split_gain=2.7039 2.80035 0.172066 threshold=-0.40187499999999993 -1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.8063333639988903e-05 -0.00025796014397706595 4.0215897075200209e-05 -0.00042858477495239623 leaf_weight=0.26251876050082534 5.1612963340812703 116.93003039209725 2.1338946417217803 leaf_count=19 432 2406 221 internal_value=0 2.7386e-05 -0.000392399 internal_weight=0 122.091 2.39641 internal_count=3078 2838 240 is_linear=0 shrinkage=0.000400217 Tree=6347 num_leaves=3 num_cat=0 split_feature=1375 376 split_gain=3.30693 2.87323 threshold=-0.43271999999999994 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052281001846203666 -1.3314661775405673e-05 0.00020548923446428512 leaf_weight=1.8193034641444672 115.40488214348443 10.373510872072073 leaf_count=16 2945 168 internal_value=0 4.89779e-06 internal_weight=0 125.778 internal_count=3129 3113 is_linear=0 shrinkage=0.000400217 Tree=6348 num_leaves=4 num_cat=0 split_feature=0 47 132 split_gain=3.47502 7.16659 3.94802 threshold=-0.07087499999999998 0.09252500000000001 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3672239624719568e-05 0.0019128026568829191 -0.016721080864412409 0.018658065696993343 leaf_weight=69.961086027122292 36.284993678476894 12.430486974029916 6.8929376020969348 leaf_count=2035 701 235 104 internal_value=0 -0.00251339 0.00462737 internal_weight=0 82.3916 43.1779 internal_count=3075 2270 805 is_linear=0 shrinkage=0.0204111 Tree=6349 num_leaves=3 num_cat=0 split_feature=3 2 split_gain=2.93261 2.65069 threshold=-0.58647999999999989 0.15412000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.069315247541927319 0.00031108661370572423 0.017734227043220026 leaf_weight=0.13691894616931577 125.24974637708874 3.6348087566439053 leaf_count=3 3035 108 internal_value=0 0.000817422 internal_weight=0 128.885 internal_count=3146 3143 is_linear=0 shrinkage=0.0204111 Tree=6350 num_leaves=4 num_cat=0 split_feature=15 15 15 split_gain=2.84315 6.50979 4.63236 threshold=-0.095604999999999982 -0.24269999999999997 -0.095034999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015332962245086167 0.00047215895008542827 -0.0002352576238246152 7.1009670903117625e-06 leaf_weight=9.9758004487375747 3.4542815024615257 21.872102449429804 90.354990934565649 leaf_count=245 21 383 2419 internal_value=0 -0.000113429 2.4768e-05 internal_weight=0 31.8479 93.8093 internal_count=3068 628 2440 is_linear=0 shrinkage=0.000400217 Tree=6351 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=2.76962 2.8702 threshold=-0.51586999999999994 -0.26577499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039948557370782516 -0.00041369218349018047 2.6992330581399405e-05 leaf_weight=2.4825484817702081 2.3028894434974054 120.54048352744758 leaf_count=223 187 2698 internal_value=0 1.83618e-05 internal_weight=0 122.843 internal_count=3108 2885 is_linear=0 shrinkage=0.000400217 Tree=6352 num_leaves=4 num_cat=0 split_feature=128 3 42 split_gain=2.81332 3.13536 0.10022 threshold=0.089460000000000012 -0.58647999999999989 -0.076679999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.072524619832842752 -0.021822925954489904 0.0013557967871379879 -0.0089820347438512617 leaf_weight=0.1278326460160305 2.0957509175714226 124.60398945766974 0.54320672975154494 leaf_count=2 140 2870 54 internal_value=0 0.0012151 -0.0196529 internal_weight=0 124.732 2.63896 internal_count=3066 2872 194 is_linear=0 shrinkage=0.0204111 Tree=6353 num_leaves=4 num_cat=0 split_feature=42 4 42 split_gain=3.68954 3.1839 3.01834 threshold=0.10146500000000001 0.26665000000000005 0.09832500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00068817819017217587 -0.021813988474260963 0.0063657323350570748 0.018922092406913144 leaf_weight=113.8666633738776 5.3225112633517702 2.3506156823132187 3.8006219660164779 leaf_count=2649 308 71 56 internal_value=0 -0.0132139 0.00129456 internal_weight=0 7.67313 117.667 internal_count=3084 379 2705 is_linear=0 shrinkage=0.0204111 Tree=6354 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=2.58715 2.62584 threshold=-0.080134999999999984 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041201967283913181 -2.6043492772510666e-06 -0.0004446315520634501 leaf_weight=2.2539201192557803 120.26980038568217 2.0798825134843346 leaf_count=14 2957 93 internal_value=0 -1.05182e-05 internal_weight=0 122.35 internal_count=3064 3050 is_linear=0 shrinkage=0.000400217 Tree=6355 num_leaves=3 num_cat=0 split_feature=1456 1 split_gain=3.31437 2.90609 threshold=-1.0000000180025095e-35 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040094170042489797 -6.3974161451959652e-05 6.5554413038444243e-05 leaf_weight=3.5586783063481553 72.840338146204886 44.662273693887983 leaf_count=291 2031 739 internal_value=0 -1.47253e-05 internal_weight=0 117.503 internal_count=3061 2770 is_linear=0 shrinkage=0.000400217 Tree=6356 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=3.37848 2.90887 threshold=1.0000000180025095e-35 -0.086804999999999979 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.016502852579981353 -0.014738282389135876 0.00076819969466797734 leaf_weight=5.0048757524345993 5.5151608451269558 113.23909933708455 leaf_count=82 74 2926 internal_value=0 0.00144918 internal_weight=0 118.244 internal_count=3082 3008 is_linear=0 shrinkage=0.0204111 Tree=6357 num_leaves=4 num_cat=0 split_feature=50 44 123 split_gain=3.19056 4.5318 4.0999 threshold=0.086500000000000007 1.0000000180025095e-35 0.083795000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017224788407529037 -0.016578231994153543 -0.025187195265977447 0.019452150207601146 leaf_weight=112.66158834815906 8.2717118787877535 2.5572064482839769 1.4632453411468294 leaf_count=2512 525 33 22 internal_value=0 0.00110136 -0.011003 internal_weight=0 115.219 9.73496 internal_count=3092 2545 547 is_linear=0 shrinkage=0.0204111 Tree=6358 num_leaves=3 num_cat=0 split_feature=155 1 split_gain=2.98872 3.17201 threshold=0.088505000000000014 0.10100500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.8774193725547957e-05 -0.00041738497013122766 8.636402112074666e-05 leaf_weight=77.415847967697118 2.703839440495357 43.280157360917656 leaf_count=2187 192 702 internal_value=0 -2.80099e-07 internal_weight=0 120.696 internal_count=3081 2889 is_linear=0 shrinkage=0.000400217 Tree=6359 num_leaves=3 num_cat=0 split_feature=124 158 split_gain=3.86649 3.55301 threshold=0.11158000000000001 0.084965000000000027 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010503749156286024 0.021574373199941006 -0.012873674131688483 leaf_weight=115.73016803091559 3.4939077859744421 8.0615388413207238 leaf_count=2804 28 326 internal_value=0 0.000132802 internal_weight=0 123.792 internal_count=3158 3130 is_linear=0 shrinkage=0.0204111 Tree=6360 num_leaves=3 num_cat=0 split_feature=150 151 split_gain=2.3509 2.67445 threshold=0.13475000000000004 0.11265500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0001795487672586526 -0.022483364625273786 0.016045910015039674 leaf_weight=118.78457738333236 1.7875081077218045 4.2765811150165964 leaf_count=3032 31 47 internal_value=0 0.000398387 internal_weight=0 123.061 internal_count=3110 3079 is_linear=0 shrinkage=0.0204111 Tree=6361 num_leaves=4 num_cat=0 split_feature=4 2 1374 split_gain=3.18568 3.79297 3.14078 threshold=-0.49977499999999991 0.086705000000000018 0.087785000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030785687090736631 4.5444710296262902e-05 -0.00047446643365722622 -0.00031540686051169782 leaf_weight=1.2313800211995829 117.65286748105063 3.9125781678594649 3.8835413726919787 leaf_count=23 2869 108 76 internal_value=0 -0.000284622 3.36345e-05 internal_weight=0 5.14396 121.536 internal_count=3076 131 2945 is_linear=0 shrinkage=0.000400217 Tree=6362 num_leaves=4 num_cat=0 split_feature=1 49 42 split_gain=3.92476 4.3082 2.73246 threshold=0.10423500000000001 -0.085934999999999984 0.094525000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027999755400440174 6.3406719791251067e-05 -3.6126008878511024e-06 0.00032403235811833618 leaf_weight=10.134697773042715 34.97152280798764 76.329595252569561 7.8117835881421334 leaf_count=125 543 2287 149 internal_value=0 -3.63286e-05 0.000111716 internal_weight=0 86.4643 42.7833 internal_count=3104 2412 692 is_linear=0 shrinkage=0.000400217 Tree=6363 num_leaves=4 num_cat=0 split_feature=1213 151 151 split_gain=2.99464 2.65225 1.56413 threshold=-1.0000000180025095e-35 -0.52054499999999992 -0.082294999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017413622692612853 -0.020146590639283975 0.0025199580760166531 -0.018594667888375469 leaf_weight=0.48158344603143621 2.0784102262841762 121.61964172966327 4.1022450988548362 leaf_count=6 55 2563 469 internal_value=0 0.00212123 -0.0144866 internal_weight=0 123.698 4.58383 internal_count=3093 2618 475 is_linear=0 shrinkage=0.0204111 Tree=6364 num_leaves=3 num_cat=0 split_feature=376 484 split_gain=3.62849 3.85419 threshold=0.088415000000000007 -0.0048899999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015432301879656891 0.020013405560193664 5.9023829414673641e-05 leaf_weight=7.0190915217790453 3.4519343788851975 108.40110570300021 leaf_count=487 58 2527 internal_value=0 -0.000897099 internal_weight=0 115.42 internal_count=3072 3014 is_linear=0 shrinkage=0.0204111 Tree=6365 num_leaves=4 num_cat=0 split_feature=456 1373 150 split_gain=3.52487 2.82271 1.78462 threshold=0.087055000000000007 0.099250000000000019 0.088380000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017435510302238495 -0.023357001196566574 -0.023276040507783001 0.0044545918307734023 leaf_weight=123.62977934243281 3.5811150326480847 1.7959505438047916 1.2562794799450783 leaf_count=2886 123 26 38 internal_value=0 0.00136486 -0.0161969 internal_weight=0 125.426 4.83739 internal_count=3073 2912 161 is_linear=0 shrinkage=0.0204111 Tree=6366 num_leaves=3 num_cat=0 split_feature=39 160 split_gain=3.14237 3.09703 threshold=-1.0000000180025095e-35 -0.25833999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015795850310835417 -0.021842328320866196 0.00023834180826199305 leaf_weight=5.5898638020153149 2.597477094443092 113.62780023356936 leaf_count=69 262 2784 internal_value=0 -0.000275678 internal_weight=0 116.225 internal_count=3115 3046 is_linear=0 shrinkage=0.0204111 Tree=6367 num_leaves=3 num_cat=0 split_feature=1365 33 split_gain=2.53296 2.5115 threshold=0.087320000000000009 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00033762468266830949 -0.00047168128768125707 3.1611068479441979e-05 leaf_weight=2.9115465553477398 1.5696627180441272 123.07257067282444 leaf_count=40 28 3008 internal_value=0 2.27857e-05 internal_weight=0 125.984 internal_count=3076 3048 is_linear=0 shrinkage=0.000400217 Tree=6368 num_leaves=4 num_cat=0 split_feature=156 133 475 split_gain=3.07398 3.1112 0.31381 threshold=0.11896500000000002 0.10635000000000001 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020422562877358752 -0.012450433695849359 -0.015023255190100832 -0.032955358211107171 leaf_weight=120.32275241278512 0.73304710576485377 4.5102808235023977 0.96142361367674201 leaf_count=2572 56 445 39 internal_value=0 0.00141276 -0.0254062 internal_weight=0 124.833 1.69447 internal_count=3112 3017 95 is_linear=0 shrinkage=0.0204111 Tree=6369 num_leaves=3 num_cat=0 split_feature=1456 456 split_gain=3.61978 2.77939 threshold=-1.0000000180025095e-35 0.084065000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021379543442269694 0.0013952327899735171 -0.012753028824429311 leaf_weight=3.0619234412752112 117.05691249624942 5.973389303253497 leaf_count=286 2638 181 internal_value=0 0.000697333 internal_weight=0 123.03 internal_count=3105 2819 is_linear=0 shrinkage=0.0204111 Tree=6370 num_leaves=4 num_cat=0 split_feature=3 49 11 split_gain=3.36778 4.24257 3.05624 threshold=-0.097724999999999992 -0.085934999999999984 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019673411737634674 -0.00025484347842162679 7.8220763221771776e-06 -8.4421966577118038e-05 leaf_weight=24.441949187035789 11.025681573170003 85.111434360678686 8.2095874253136554 leaf_count=280 160 2475 178 internal_value=0 -2.25637e-05 0.000125996 internal_weight=0 96.1371 32.6515 internal_count=3093 2635 458 is_linear=0 shrinkage=0.000400217 Tree=6371 num_leaves=4 num_cat=0 split_feature=159 482 2 split_gain=3.11666 2.86744 1.63422 threshold=0.107895 0.089835000000000012 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6047241562802485e-05 -0.00043826828724142337 -0.00038271045105503591 5.3286797887323036e-05 leaf_weight=116.04805075574768 3.5038501986127804 2.568079100608883 1.5148004276052232 leaf_count=2710 144 135 58 internal_value=0 2.66286e-05 -0.000291975 internal_weight=0 118.616 5.01865 internal_count=3047 2845 202 is_linear=0 shrinkage=0.000400217 Tree=6372 num_leaves=4 num_cat=0 split_feature=1213 15 475 split_gain=3.61034 2.9592 1.58517 threshold=-1.0000000180025095e-35 -0.24269999999999997 -0.085719999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036048432110360437 0.00022976321844378323 -1.3781007814589915e-05 -0.00042119436016719252 leaf_weight=0.3740783929824828 8.4939032637339533 111.77188088364164 4.2834071424913409 leaf_count=1 242 2351 467 internal_value=0 3.61728e-06 -0.000351423 internal_weight=0 120.266 4.65749 internal_count=3061 2593 468 is_linear=0 shrinkage=0.000400217 Tree=6373 num_leaves=3 num_cat=0 split_feature=33 42 split_gain=3.81726 2.78511 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022634583366913583 -0.0060585335146649292 0.0027635681363853185 leaf_weight=2.6768528749234966 17.25856954167466 105.2318443427539 leaf_count=43 842 2181 internal_value=0 0.00151616 internal_weight=0 122.49 internal_count=3066 3023 is_linear=0 shrinkage=0.0204111 Tree=6374 num_leaves=3 num_cat=0 split_feature=448 49 split_gain=3.34776 3.04056 threshold=-0.083779999999999979 -0.085174999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044649355074098196 -0.0001393670480982292 4.2642698480411398e-05 leaf_weight=2.4215915472013867 16.877094157083775 109.12259210927914 leaf_count=39 203 2880 internal_value=0 1.81612e-05 internal_weight=0 126 internal_count=3122 3083 is_linear=0 shrinkage=0.000400217 Tree=6375 num_leaves=3 num_cat=0 split_feature=1375 133 split_gain=3.4381 2.85737 threshold=-0.43271999999999994 -0.25351499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051740195616661476 -0.00043369129210107406 -4.8337129232308626e-06 leaf_weight=2.0949924253945928 2.427810115448664 123.33781436136087 leaf_count=19 201 2898 internal_value=0 -1.34909e-05 internal_weight=0 125.766 internal_count=3118 3099 is_linear=0 shrinkage=0.000400217 Tree=6376 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=2.8339 6.92892 4.03556 threshold=-0.083499999999999977 -0.084169999999999981 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8534035673077598e-05 -7.459338175532834e-05 0.00067422921667840377 0.00019961890243741306 leaf_weight=36.234621397230512 75.043542186518607 2.8613244297594056 9.5983985281491169 leaf_count=920 1892 56 231 internal_value=0 8.68514e-05 -4.32751e-05 internal_weight=0 39.0959 84.6419 internal_count=3099 976 2123 is_linear=0 shrinkage=0.000400217 Tree=6377 num_leaves=4 num_cat=0 split_feature=1429 0 2 split_gain=3.31659 3.13472 0.145843 threshold=-1.0000000180025095e-35 0.18055000000000002 0.11183000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037470923894095706 2.4035107392844765e-06 0.00032017020967852052 -0.00070798563918214943 leaf_weight=1.4384431058406324 120.73200378284128 5.0741999871097496 0.51328065295820113 leaf_count=121 2911 29 17 internal_value=0 1.54934e-05 -0.000496014 internal_weight=0 125.806 1.95172 internal_count=3078 2940 138 is_linear=0 shrinkage=0.000400217 Tree=6378 num_leaves=4 num_cat=0 split_feature=1429 3 2 split_gain=3.10451 2.89525 0.284763 threshold=-1.0000000180025095e-35 -0.15490999999999996 0.11158000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016571674577093635 0.010242656376627806 0.00019928489392835439 -0.035868176634193338 leaf_weight=1.6464177192901837 13.251728549454127 113.73097003850489 0.5241428939916658 leaf_count=128 178 2814 19 internal_value=0 0.0012555 -0.0227623 internal_weight=0 126.983 2.17056 internal_count=3139 2992 147 is_linear=0 shrinkage=0.0204111 Tree=6379 num_leaves=4 num_cat=0 split_feature=1 14 15 split_gain=3.38406 3.82401 1.1367 threshold=0.13662500000000002 0.077685000000000018 -0.028079999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016453177297701677 0.018065023877110141 -0.026332726762642755 0.0013328706657482589 leaf_weight=113.91979426505895 5.4844030194217339 2.2630731081881086 2.4512853466439983 leaf_count=2834 145 94 34 internal_value=0 -0.000699112 0.012987 internal_weight=0 116.183 7.93569 internal_count=3107 2928 179 is_linear=0 shrinkage=0.0204111 Tree=6380 num_leaves=4 num_cat=0 split_feature=12 49 42 split_gain=3.78718 4.708 4.35298 threshold=0.085685000000000025 -0.085934999999999984 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021072216162173471 -0.00040738421919359606 0.00010028413420807346 -3.1631111109019631e-05 leaf_weight=8.6445696012815443 5.5075720666227417 71.412274364813129 40.942693351607886 leaf_count=112 650 1179 1192 internal_value=0 6.64541e-05 -7.70564e-05 internal_weight=0 80.0568 46.4503 internal_count=3133 1291 1842 is_linear=0 shrinkage=0.000400217 Tree=6381 num_leaves=4 num_cat=0 split_feature=15 4 42 split_gain=3.32196 4.74885 4.07524 threshold=0.084050000000000014 0.17888000000000001 0.085675000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025132555779133216 -0.01583442614656682 0.011930369126418226 -0.0069039300559093006 leaf_weight=85.760931784012428 11.675754621541271 3.1915622660890213 24.525454674825596 leaf_count=1338 1040 19 686 internal_value=0 -0.00982954 0.000414186 internal_weight=0 14.8673 110.286 internal_count=3083 1059 2024 is_linear=0 shrinkage=0.0204111 Tree=6382 num_leaves=4 num_cat=0 split_feature=2 2 150 split_gain=3.83362 3.72465 0.466595 threshold=-0.14169499999999999 -0.074699999999999989 0.082590000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0091294516593001182 -0.022468664837537268 -0.00032482876404468585 0.021497426967326618 leaf_weight=2.5847965169814406 3.1433319449424735 113.66400429142959 3.0592035198351368 leaf_count=53 39 2969 31 internal_value=0 -0.000941675 0.016121 internal_weight=0 116.807 5.644 internal_count=3092 3008 84 is_linear=0 shrinkage=0.0204111 Tree=6383 num_leaves=4 num_cat=0 split_feature=4 0 39 split_gain=3.22622 2.88511 2.0059 threshold=-0.49367499999999992 0.053965000000000006 0.086655000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023463523106277667 -0.00097406606779438588 0.01026148244161545 0.0037919691305126702 leaf_weight=3.9126347934943615 107.23013583168176 10.336330258345695 1.5223784362897275 leaf_count=133 2806 114 18 internal_value=0 2.25761e-05 -0.0159067 internal_weight=0 117.566 5.43501 internal_count=3071 2920 151 is_linear=0 shrinkage=0.0204111 Tree=6384 num_leaves=4 num_cat=0 split_feature=1429 1374 2 split_gain=3.03457 2.79866 0.276093 threshold=-1.0000000180025095e-35 0.09309000000000002 0.11123500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016310903116798961 0.0015797414732418172 -0.018894024152452504 -0.03502776674715314 leaf_weight=1.6914876768169045 123.25174812550176 2.7340982558234819 0.54246905003674317 leaf_count=123 2931 53 19 internal_value=0 0.00111905 -0.0223108 internal_weight=0 125.986 2.23396 internal_count=3126 2984 142 is_linear=0 shrinkage=0.0204111 Tree=6385 num_leaves=4 num_cat=0 split_feature=41 132 8 split_gain=2.55818 3.57479 2.47687 threshold=0.075585000000000013 0.08018500000000002 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.3253532124931141e-06 -0.00039583635812616593 0.00011610849920400724 0.00035599007703326403 leaf_weight=109.77720892673278 5.6249961834982951 3.4614482660545036 3.2516967771807677 leaf_count=2839 106 63 55 internal_value=0 -0.000201773 1.76984e-05 internal_weight=0 9.08644 113.029 internal_count=3063 169 2894 is_linear=0 shrinkage=0.000400217 Tree=6386 num_leaves=3 num_cat=0 split_feature=149 1 split_gain=3.27535 3.04587 threshold=0.11234000000000001 0.10100500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0022565019522806113 -0.028675166194281676 0.0043425104353839476 leaf_weight=77.632244076246934 1.5444839308038343 46.498155381254037 leaf_count=2296 17 779 internal_value=0 0.000217116 internal_weight=0 124.13 internal_count=3092 3075 is_linear=0 shrinkage=0.0204111 Tree=6387 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=3.78357 7.15292 4.36801 threshold=1.0000000180025095e-35 -0.08972999999999999 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039482951211065409 -9.9663295281775239e-05 -1.3803675974509616e-05 9.4787091147902498e-05 leaf_weight=10.971800309780518 27.971443937829463 27.431360935526754 54.152985564229311 leaf_count=377 736 1211 757 internal_value=0 -0.000123494 2.85121e-05 internal_weight=0 38.4032 82.1244 internal_count=3081 1588 1493 is_linear=0 shrinkage=0.000400217 Tree=6388 num_leaves=4 num_cat=0 split_feature=4 43 3 split_gain=2.52372 3.96317 1.9688 threshold=-0.49977499999999991 -0.31011999999999995 -0.51464499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021161169385442403 -0.00038217327510394573 3.7263846041121335e-05 -0.00036811679301448143 leaf_weight=1.1051710397005079 3.6108183557662406 117.61031702443324 4.4031806673738165 leaf_count=3 140 2797 140 internal_value=0 2.44289e-05 -0.000249904 internal_weight=0 121.221 5.50835 internal_count=3080 2937 143 is_linear=0 shrinkage=0.000400217 Tree=6389 num_leaves=3 num_cat=0 split_feature=52 14 split_gain=3.6231 3.26503 threshold=-0.41845999999999994 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040609558801024399 2.2019798035148218e-05 -0.00038721042531954583 leaf_weight=3.3039446109469273 122.78019777864938 3.0923480740020741 leaf_count=299 2723 100 internal_value=0 1.16309e-05 internal_weight=0 125.873 internal_count=3122 2823 is_linear=0 shrinkage=0.000400217 Tree=6390 num_leaves=3 num_cat=0 split_feature=46 44 split_gain=2.44525 3.5592 threshold=0.13643000000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.2294546539874557e-06 0.00046311155939040627 -0.00045751216136080442 leaf_weight=120.7344191389966 1.6357127632945765 2.7151975001906967 leaf_count=3019 11 46 internal_value=0 -1.36267e-05 internal_weight=0 123.45 internal_count=3076 3065 is_linear=0 shrinkage=0.000400217 Tree=6391 num_leaves=4 num_cat=0 split_feature=1429 1365 2 split_gain=2.84683 2.73533 0.26559 threshold=-1.0000000180025095e-35 0.087320000000000009 0.11234000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016231428601120566 0.0013421106628599831 -0.023700260229223075 -0.035201295031779538 leaf_weight=1.5637431310224195 119.74900913962665 1.7333272816613305 0.51711267240170844 leaf_count=125 2888 35 18 internal_value=0 0.000963308 -0.0225023 internal_weight=0 121.482 2.08086 internal_count=3066 2923 143 is_linear=0 shrinkage=0.0204111 Tree=6392 num_leaves=4 num_cat=0 split_feature=12 0 157 split_gain=2.84008 5.44959 3.47743 threshold=0.084045000000000022 -0.06951499999999998 -0.07692499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025972137979888947 -0.00017662330931710819 8.7336467141279766e-05 2.1522998130253632e-05 leaf_weight=11.476606742682632 29.260214783238553 21.753775421762839 64.383182714733266 leaf_count=144 1674 419 899 internal_value=0 -6.41188e-05 5.7889e-05 internal_weight=0 51.014 75.8598 internal_count=3136 2093 1043 is_linear=0 shrinkage=0.000400217 Tree=6393 num_leaves=3 num_cat=0 split_feature=3 51 split_gain=2.80733 2.62547 threshold=-0.52337999999999985 -0.40148999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022318408022087968 -0.021515584871091054 -0.00068537021282300914 leaf_weight=2.0531551600433877 2.4644049924536366 117.63127776140027 leaf_count=22 110 2924 internal_value=0 -0.00113246 internal_weight=0 120.096 internal_count=3056 3034 is_linear=0 shrinkage=0.0204111 Tree=6394 num_leaves=4 num_cat=0 split_feature=39 133 13 split_gain=2.7877 3.60648 2.9992 threshold=0.0047850000000000011 -0.0019149999999999998 -0.10462499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.005515378309922137 -0.01662108095958224 0.010822538780850006 -0.0029201347534417435 leaf_weight=22.065925240254728 2.1753633815824314 16.01258311374113 84.262561910391014 leaf_count=274 52 323 2451 internal_value=0 0.00745854 -0.00116559 internal_weight=0 18.1879 106.328 internal_count=3100 375 2725 is_linear=0 shrinkage=0.0204111 Tree=6395 num_leaves=3 num_cat=0 split_feature=13 2 split_gain=2.90063 3.47333 threshold=-0.5318799999999998 0.096055000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035181109694145329 -5.5029042290088746e-05 8.194712946486562e-05 leaf_weight=3.6236209894996128 66.108741151812865 53.583083177185472 leaf_count=37 2052 989 internal_value=0 6.31109e-06 internal_weight=0 119.692 internal_count=3078 3041 is_linear=0 shrinkage=0.000400217 Tree=6396 num_leaves=4 num_cat=0 split_feature=43 52 12 split_gain=2.69366 2.93323 2.05088 threshold=-0.19537999999999997 0.084805000000000019 -0.023334999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013082291203698345 5.8693386324096203e-06 -0.00016302120325081105 0.00026896475184672491 leaf_weight=2.5899059532675883 91.370281145926128 19.979687836097582 8.8749873869382991 leaf_count=40 1995 915 156 internal_value=0 -2.45683e-05 0.000178261 internal_weight=0 111.35 11.4649 internal_count=3106 2910 196 is_linear=0 shrinkage=0.000400217 Tree=6397 num_leaves=3 num_cat=0 split_feature=3 158 split_gain=3.43827 3.33059 threshold=-0.52337999999999985 0.084965000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043078017614638499 1.7729106271370782e-05 -0.00025139954083498581 leaf_weight=2.9423469938337794 118.75978523248705 7.7398860699468051 leaf_count=25 2736 318 internal_value=0 1.0547e-06 internal_weight=0 126.5 internal_count=3079 3054 is_linear=0 shrinkage=0.000400217 Tree=6398 num_leaves=3 num_cat=0 split_feature=38 2 split_gain=2.81945 3.18531 threshold=0.10386000000000002 0.12226000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011116879695121883 -0.019949210662168017 0.008988990756949913 leaf_weight=108.84878249413123 2.8827570225039372 14.658430401083022 leaf_count=2753 39 311 internal_value=0 9.41651e-05 internal_weight=0 123.507 internal_count=3103 3064 is_linear=0 shrinkage=0.0204111 Tree=6399 num_leaves=3 num_cat=0 split_feature=124 0 split_gain=2.95508 3.03468 threshold=0.11158000000000001 -0.10726999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.0854139509830049e-05 0.00035368217607083973 -5.5616842540021133e-05 leaf_weight=53.935239788523177 3.7858664011582723 69.314236486323352 leaf_count=561 29 2475 internal_value=0 -2.57762e-07 internal_weight=0 123.249 internal_count=3065 3036 is_linear=0 shrinkage=0.000400217 Tree=6400 num_leaves=4 num_cat=0 split_feature=403 158 15 split_gain=2.84853 2.41911 1.44977 threshold=-0.088654999999999984 0.084965000000000027 -0.17159499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030758393789982383 2.839913866492266e-05 -0.00018996215807648285 -0.00043189872917762128 leaf_weight=0.4057128410204317 113.29721517569669 8.6420862385275523 3.2130934476117536 leaf_count=16 2335 322 384 internal_value=0 1.27634e-05 -0.000342251 internal_weight=0 121.939 3.61881 internal_count=3057 2657 400 is_linear=0 shrinkage=0.000400217 Tree=6401 num_leaves=4 num_cat=0 split_feature=0 47 151 split_gain=3.13618 5.43161 4.8474 threshold=-0.10726999999999999 0.077065000000000008 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0075170361639742677 -0.019877883676502055 -0.0080598494062816446 -0.00070274844131103546 leaf_weight=43.160454960961943 5.8902144491876234 11.78926347044762 64.788941382963458 leaf_count=452 230 120 2294 internal_value=0 0.00416548 -0.00232967 internal_weight=0 54.9497 70.6792 internal_count=3096 572 2524 is_linear=0 shrinkage=0.0204111 Tree=6402 num_leaves=3 num_cat=0 split_feature=146 11 split_gain=2.60828 2.7827 threshold=0.084635000000000002 0.088315000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.3973740937720304e-05 -0.00037771051972965381 -0.00028252614610820991 leaf_weight=115.51268877190887 2.8734260860364875 5.1905663899087804 leaf_count=2942 35 110 internal_value=0 9.73424e-07 internal_weight=0 120.703 internal_count=3087 3052 is_linear=0 shrinkage=0.000400217 Tree=6403 num_leaves=4 num_cat=0 split_feature=1 4 43 split_gain=3.12772 6.41373 3.06148 threshold=0.088975000000000012 -0.076894999999999977 -0.27523999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.4040036101879882e-05 -0.00040717912492639066 -0.00018397251521152784 7.6031075039562757e-05 leaf_weight=22.744009620875659 2.0590387610136522 31.688409746304387 65.942015115666436 leaf_count=776 38 1105 1147 internal_value=0 -6.78533e-05 6.07544e-05 internal_weight=0 54.4324 68.0011 internal_count=3066 1881 1185 is_linear=0 shrinkage=0.000400217 Tree=6404 num_leaves=4 num_cat=0 split_feature=4 150 48 split_gain=3.35129 5.97116 5.29594 threshold=0.0066850000000000008 -0.052409999999999991 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015763977335895678 0.0040422339395981173 -0.0064388153575721911 -0.021448452965222693 leaf_weight=5.3871938682277678 48.335986097856221 61.897567212490685 3.5405381487216792 leaf_count=79 836 2155 50 internal_value=0 -0.0046379 0.00226006 internal_weight=0 67.2848 51.8765 internal_count=3120 2234 886 is_linear=0 shrinkage=0.0204111 Tree=6405 num_leaves=4 num_cat=0 split_feature=14 0 3 split_gain=2.81839 2.71876 0.15731 threshold=0.077685000000000018 -0.10726999999999999 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0045291315193954195 -0.026639627502636647 -0.0016727186802715519 -0.01340507922213445 leaf_weight=50.166062705015065 1.2144659063633301 70.98301409322994 1.1492983255302522 leaf_count=468 70 2510 22 internal_value=0 0.000897188 -0.0211021 internal_weight=0 121.149 2.36376 internal_count=3070 2978 92 is_linear=0 shrinkage=0.0204111 Tree=6406 num_leaves=4 num_cat=0 split_feature=124 484 0 split_gain=3.48049 3.78975 1.3038 threshold=-0.048219999999999992 -0.0048899999999999994 -0.067014999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010177822812105732 -0.000299352540738292 -1.8160887837428459e-06 0.00037873095441967093 leaf_weight=7.3273664128355449 7.2252996199113104 104.73728601984112 4.3390992022468691 leaf_count=155 472 2363 89 internal_value=0 -2.12969e-05 0.000207406 internal_weight=0 111.963 11.6665 internal_count=3079 2835 244 is_linear=0 shrinkage=0.000400217 Tree=6407 num_leaves=4 num_cat=0 split_feature=1456 13 3 split_gain=3.30454 2.95218 0.499876 threshold=-1.0000000180025095e-35 -0.09194999999999999 -0.15442999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.318254903487463e-05 0.00013766807037837972 -1.1095534309954679e-05 -0.00041511541563360422 leaf_weight=0.33998443186283145 27.209928420052165 97.969317188453715 3.1610879365853171 leaf_count=5 444 2386 280 internal_value=0 2.1335e-05 -0.000366899 internal_weight=0 125.179 3.50107 internal_count=3115 2830 285 is_linear=0 shrinkage=0.000400217 Tree=6408 num_leaves=4 num_cat=0 split_feature=133 52 52 split_gain=2.7814 2.57907 0.185346 threshold=-0.26577499999999993 -0.51586999999999994 -0.046989999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0068490233737985651 -0.020254046275260361 0.0013701180034306774 -0.024355124599496465 leaf_weight=0.41620208355743704 2.2315665670103035 118.26761409744176 1.8030137991718209 leaf_count=35 210 2653 146 internal_value=0 0.000951222 -0.0215586 internal_weight=0 120.499 2.21922 internal_count=3044 2863 181 is_linear=0 shrinkage=0.0204111 Tree=6409 num_leaves=4 num_cat=0 split_feature=48 11 52 split_gain=2.53585 4.02244 3.32962 threshold=-0.065059999999999993 0.081005000000000008 -0.0064899999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013263367035441331 1.280829623139502e-05 -0.0002856392003888466 0.00033056590649432861 leaf_weight=3.5185057899943786 103.3336772955372 7.6654141923208945 7.9592222531791759 leaf_count=77 2733 174 81 internal_value=0 -8.06907e-06 0.000188662 internal_weight=0 110.999 11.4777 internal_count=3065 2907 158 is_linear=0 shrinkage=0.000400217 Tree=6410 num_leaves=4 num_cat=0 split_feature=49 2 15 split_gain=2.89918 5.39442 4.54299 threshold=-0.085934999999999984 0.10274500000000002 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020598974896823705 0.0016387724164074432 0.0042203196609446204 -0.023806221151684966 leaf_weight=7.4951062905747659 109.67497779330188 6.9495468728709966 2.8914392473889157 leaf_count=123 2725 72 227 internal_value=0 -0.00871741 0.000962173 internal_weight=0 14.4447 112.566 internal_count=3147 195 2952 is_linear=0 shrinkage=0.0204111 Tree=6411 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=3.09497 3.87694 threshold=-0.095439999999999983 -0.061539999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035405586628724949 0.00010283434204859194 -4.5112484600168551e-05 leaf_weight=3.7703216839581719 44.574065266693651 77.595541273953131 leaf_count=54 908 2150 internal_value=0 8.91124e-06 internal_weight=0 122.17 internal_count=3112 3058 is_linear=0 shrinkage=0.000400217 Tree=6412 num_leaves=4 num_cat=0 split_feature=12 1429 12 split_gain=2.98022 2.54022 2.52381 threshold=0.11596500000000001 -1.0000000180025095e-35 0.12784000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021358658063573621 -0.035376763817061278 0.00155687732195257 -0.0047586615069020177 leaf_weight=1.9381610786949739 1.54726483394188 119.61624895661589 3.5957314969109575 leaf_count=139 60 2818 94 internal_value=0 0.00117217 -0.0145276 internal_weight=0 121.554 5.143 internal_count=3111 2957 154 is_linear=0 shrinkage=0.0204111 Tree=6413 num_leaves=4 num_cat=0 split_feature=0 49 1 split_gain=3.77359 3.42148 3.11154 threshold=0.042275000000000007 -0.060344999999999996 0.087515000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0073756376183459933 0.026441432178894463 0.0033204440591775896 1.3832990682435573e-05 leaf_weight=36.707239093249882 3.1339718756498796 15.189812679251188 66.829235088909627 leaf_count=1725 32 201 1142 internal_value=0 0.00741147 -0.00261113 internal_weight=0 18.3238 103.536 internal_count=3100 233 2867 is_linear=0 shrinkage=0.0204111 Tree=6414 num_leaves=4 num_cat=0 split_feature=43 150 15 split_gain=3.43044 3.08466 0.346367 threshold=0.25537500000000007 0.11228 -0.14601999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00065758241060692301 -0.0068343254000691571 0.011527522828070237 -0.025434477074141822 leaf_weight=111.42522669990831 0.62982966555864583 9.2715570551226829 2.2629654696775097 leaf_count=2785 34 136 144 internal_value=0 0.000288256 -0.0217904 internal_weight=0 120.697 2.8928 internal_count=3099 2921 178 is_linear=0 shrinkage=0.0204111 Tree=6415 num_leaves=3 num_cat=0 split_feature=4 160 split_gain=2.69123 2.88647 threshold=0.51195500000000005 -0.20907999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00029337166430607131 0.00041653443539665447 -1.3259966751537288e-05 leaf_weight=6.0916906901511529 2.1159610264876383 117.77332957687395 leaf_count=315 119 2653 internal_value=0 -2.72884e-05 internal_weight=0 123.865 internal_count=3087 2968 is_linear=0 shrinkage=0.000400217 Tree=6416 num_leaves=4 num_cat=0 split_feature=133 43 42 split_gain=2.77699 3.71923 0.0270267 threshold=-0.26577499999999993 0.11412500000000002 -0.0091049999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023849126041244862 -9.84381634082943e-06 0.00030566726975751789 -0.00048035194538331927 leaf_weight=0.457409268812626 114.18626886586753 6.2030646759303627 1.6721048689651059 leaf_count=125 2814 88 60 internal_value=0 6.68182e-06 -0.00044291 internal_weight=0 120.389 2.12951 internal_count=3087 2902 185 is_linear=0 shrinkage=0.000400217 Tree=6417 num_leaves=4 num_cat=0 split_feature=1 0 1186 split_gain=2.69605 5.70034 3.08585 threshold=1.0000000180025095e-35 -0.084074999999999997 0.083980000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028034851531892618 2.484269589873937e-05 3.5807149744596075e-05 0.00042079972205594045 leaf_weight=14.865408762369041 83.680030172516126 23.360317977731029 3.1651185553055248 leaf_count=777 1501 784 26 internal_value=0 -8.76007e-05 3.97968e-05 internal_weight=0 38.2257 86.8451 internal_count=3088 1561 1527 is_linear=0 shrinkage=0.000400217 Tree=6418 num_leaves=4 num_cat=0 split_feature=402 159 4 split_gain=2.74284 2.76522 1.24175 threshold=0.086255000000000012 0.10843500000000002 0.27711500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001951801387407357 -0.018619568486162554 -0.01399891897556455 0.012891671565378085 leaf_weight=119.19139181936589 3.9479799864293446 4.5954763236441059 0.51742509758332733 leaf_count=2576 316 190 25 internal_value=0 0.00134753 -0.0147422 internal_weight=0 123.787 4.46541 internal_count=3107 2766 341 is_linear=0 shrinkage=0.0204111 Tree=6419 num_leaves=4 num_cat=0 split_feature=480 0 52 split_gain=3.23825 2.75327 0.0584082 threshold=0.08598500000000002 -0.074249999999999997 0.069415000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7258477146506056e-05 -0.00045049209801244271 7.670588479793741e-05 -0.00024607483234422852 leaf_weight=74.43821778480924 2.28191029293157 46.54692617575347 0.79087198430352135 leaf_count=2003 139 879 70 internal_value=0 4.61476e-07 -0.00040838 internal_weight=0 120.985 3.07278 internal_count=3091 2882 209 is_linear=0 shrinkage=0.000400217 Tree=6420 num_leaves=3 num_cat=0 split_feature=1374 1 split_gain=2.64699 3.01781 threshold=-0.094679999999999986 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015251092234538971 -0.0040075733344947309 0.0029488991346774719 leaf_weight=4.3046797963324925 37.237260243953642 85.257576626565424 leaf_count=52 1523 1509 internal_value=0 0.000832469 internal_weight=0 122.495 internal_count=3084 3032 is_linear=0 shrinkage=0.0204111 Tree=6421 num_leaves=4 num_cat=0 split_feature=52 1 12 split_gain=3.17196 2.87761 1.94938 threshold=-0.27269499999999997 0.13662500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.961878402953663e-05 -5.1734973156354536e-06 0.00025934174845251184 -0.00041942988534405119 leaf_weight=1.7913656620221443 108.68114974634955 6.90037838203716 4.4335503823604077 leaf_count=19 2581 170 307 internal_value=0 1.08541e-05 -0.000279951 internal_weight=0 115.582 6.22492 internal_count=3077 2751 326 is_linear=0 shrinkage=0.000400217 Tree=6422 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=2.86639 3.05066 threshold=-0.40548499999999993 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021290915923503927 0.001029845144281133 0.014975531845765404 leaf_weight=2.1628440196582224 112.64939821616827 6.827275380055652 leaf_count=111 2820 175 internal_value=0 0.00184002 internal_weight=0 119.477 internal_count=3106 2995 is_linear=0 shrinkage=0.0204111 Tree=6423 num_leaves=3 num_cat=0 split_feature=4 11 split_gain=3.71221 4.15245 threshold=0.51026500000000008 0.088160000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0005373085315096655 0.021500987179852878 -0.017341819171902764 leaf_weight=117.99512531488836 3.2355607499775934 5.5597817567831944 leaf_count=2836 145 112 internal_value=0 -0.000282198 internal_weight=0 123.555 internal_count=3093 2948 is_linear=0 shrinkage=0.0204111 Tree=6424 num_leaves=4 num_cat=0 split_feature=1 0 43 split_gain=3.66133 4.27617 2.38967 threshold=0.10100500000000003 -0.23066499999999998 -0.043084999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013058952893806423 0.010385075825933331 -0.0045107042930651511 0.00066717355761752915 leaf_weight=6.1865936705144113 16.71671495056944 69.291569183831598 28.265022351770313 leaf_count=49 342 2267 440 internal_value=0 -0.00305339 0.00429549 internal_weight=0 75.4782 44.9817 internal_count=3098 2316 782 is_linear=0 shrinkage=0.0204111 Tree=6425 num_leaves=4 num_cat=0 split_feature=1375 150 3 split_gain=3.97615 3.41393 1.50052 threshold=-1.0000000180025095e-35 0.082085000000000019 0.086845000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0052402590983133945 -0.00094380798420545407 0.008012955553877113 -0.024934638853180136 leaf_weight=3.1958004288753719 91.850710224440263 21.852543879125733 3.3016349235549569 leaf_count=103 2643 302 30 internal_value=0 0.000783775 -0.0155007 internal_weight=0 113.703 6.49744 internal_count=3078 2945 133 is_linear=0 shrinkage=0.0204111 Tree=6426 num_leaves=4 num_cat=0 split_feature=14 3 147 split_gain=2.58985 2.66858 0.564776 threshold=0.077685000000000018 -0.10643499999999999 0.085530000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0066320578154512241 -0.011222532045113422 -0.00055800859939799882 -0.033261928011364732 leaf_weight=27.655953078152379 1.3893464923312415 95.289740621015881 0.82859357586130489 leaf_count=327 90 2663 11 internal_value=0 0.00106392 -0.0206589 internal_weight=0 122.946 2.21794 internal_count=3091 2990 101 is_linear=0 shrinkage=0.0204111 Tree=6427 num_leaves=4 num_cat=0 split_feature=158 1 155 split_gain=3.55556 3.86026 3.21246 threshold=0.084965000000000027 0.098395000000000024 0.090655000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.9889717684255284e-05 -0.00048644033779393815 8.1746193446322057e-05 -0.00042284053743165046 leaf_weight=114.44496485157288 4.6208253808545114 3.1696418338106014 2.4549497592088292 leaf_count=2636 209 114 167 internal_value=0 -0.000257384 1.99867e-05 internal_weight=0 7.79047 116.9 internal_count=3126 323 2803 is_linear=0 shrinkage=0.000400217 Tree=6428 num_leaves=4 num_cat=0 split_feature=1456 1 13 split_gain=3.61365 3.19079 0.0465185 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.10526999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017239389764419098 -8.7939602439944786e-05 4.9757459092008236e-05 -0.00041949061936526861 leaf_weight=0.35375313507393036 39.830995568565413 82.787481543564354 3.1552395718699691 leaf_count=12 1392 1413 283 internal_value=0 4.98896e-06 -0.000400681 internal_weight=0 122.618 3.50899 internal_count=3100 2805 295 is_linear=0 shrinkage=0.000400217 Tree=6429 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=3.39324 3.38897 threshold=-0.5318799999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019376984018033436 -0.015378812972358718 0.0023440890040536122 leaf_weight=3.1606611716561011 4.5595285409362978 119.57611285694838 leaf_count=36 53 2989 internal_value=0 0.00167985 internal_weight=0 124.136 internal_count=3078 3042 is_linear=0 shrinkage=0.0204111 Tree=6430 num_leaves=3 num_cat=0 split_feature=376 43 split_gain=3.17077 3.3582 threshold=0.087570000000000009 -0.27157999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024927851836749679 0.0003513544848259485 -1.0303524893074561e-05 leaf_weight=8.4572001384658488 4.3356664986349633 116.54320816161271 leaf_count=133 70 2880 internal_value=0 7.46649e-06 internal_weight=0 125 internal_count=3083 3013 is_linear=0 shrinkage=0.000400217 Tree=6431 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=3.39592 3.47894 2.19593 threshold=0.11584000000000001 -0.07087499999999998 -0.14043999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4243596687081608e-05 -5.5423124441274011e-05 8.1185761484524108e-05 0.00022504036927080835 leaf_weight=69.452564631626956 6.0951436797622618 34.401605926206685 16.288510499813128 leaf_count=2085 73 586 356 internal_value=0 -2.27258e-05 0.000148773 internal_weight=0 103.854 22.3837 internal_count=3100 2671 429 is_linear=0 shrinkage=0.000400217 Tree=6432 num_leaves=4 num_cat=0 split_feature=1456 43 16 split_gain=2.84256 2.63202 0.515968 threshold=-1.0000000180025095e-35 -0.07440999999999999 -0.5009849999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010229975102368685 9.6230699092504296e-05 -2.7172972122416382e-05 -0.00039847896415969616 leaf_weight=0.32268818258307908 43.266944325951044 76.418511829126146 3.0559135542207505 leaf_count=11 1043 1728 272 internal_value=0 1.74864e-05 -0.000348903 internal_weight=0 119.685 3.3786 internal_count=3054 2771 283 is_linear=0 shrinkage=0.000400217 Tree=6433 num_leaves=3 num_cat=0 split_feature=1365 1 split_gain=3.22989 3.4381 threshold=1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.4066847562257294e-05 -0.00043296760903269621 6.0698117629143053e-05 leaf_weight=38.333929708229334 2.5232558621792114 82.923368471711001 leaf_count=1513 58 1481 internal_value=0 1.48972e-05 internal_weight=0 121.257 internal_count=3052 2994 is_linear=0 shrinkage=0.000400217 Tree=6434 num_leaves=4 num_cat=0 split_feature=13 13 52 split_gain=3.33713 5.16865 4.42042 threshold=-0.09194999999999999 -0.075129999999999988 0.11628500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0081358467268078712 -0.01384562456951747 -0.00022941313849577191 -0.017929581989254817 leaf_weight=27.357384894421561 13.477141618423046 79.952946011950189 2.9016922670125487 leaf_count=381 836 1777 81 internal_value=0 -0.00220775 0.00557942 internal_weight=0 93.4301 30.2591 internal_count=3075 2613 462 is_linear=0 shrinkage=0.0204111 Tree=6435 num_leaves=3 num_cat=0 split_feature=482 1365 split_gain=2.63751 2.69431 threshold=0.10022500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021177154613468765 -0.022851113424538369 -0.018425028388287166 leaf_weight=122.33237212186032 1.7424860238606914 2.6077603774610898 leaf_count=2931 108 60 internal_value=0 0.00167283 internal_weight=0 124.94 internal_count=3099 2991 is_linear=0 shrinkage=0.0204111 Tree=6436 num_leaves=4 num_cat=0 split_feature=42 160 43 split_gain=3.00345 4.10632 3.42053 threshold=-1.0000000180025095e-35 -0.064629999999999979 -0.50405999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0091479915671450977 0.020899760430716088 -0.015550633382299835 -0.00012501127218709221 leaf_weight=3.676712133395994 3.2167940004728726 10.920280600366821 102.16857194809381 leaf_count=119 23 713 2217 internal_value=0 -0.00930723 0.000538252 internal_weight=0 14.597 105.385 internal_count=3072 832 2240 is_linear=0 shrinkage=0.0204111 Tree=6437 num_leaves=3 num_cat=0 split_feature=45 1372 split_gain=2.72851 2.92586 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041083427112651415 -0.00049765659110453681 1.4794928160647784e-05 leaf_weight=2.6315337632549918 1.6992223905981507 121.54673341872876 leaf_count=28 40 3042 internal_value=0 7.28434e-06 internal_weight=0 123.246 internal_count=3110 3082 is_linear=0 shrinkage=0.000400217 Tree=6438 num_leaves=4 num_cat=0 split_feature=4 4 376 split_gain=2.83521 2.66459 2.39679 threshold=-0.49367499999999992 -0.078079999999999997 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004448962807930093 0.00014098786024007519 -2.0316660847359858e-06 7.6896783178833408e-05 leaf_weight=3.6789520974853067 26.841869045787462 92.364095004568298 2.1987522877752781 leaf_count=129 809 2113 18 internal_value=0 3.02744e-05 -0.000251913 internal_weight=0 119.206 5.8777 internal_count=3069 2922 147 is_linear=0 shrinkage=0.000400217 Tree=6439 num_leaves=3 num_cat=0 split_feature=31 457 split_gain=2.59546 2.47687 threshold=-1.0000000180025095e-35 -0.15747999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021257780416185753 0.014724319511854699 -0.00074013746769275592 leaf_weight=2.2838878454349461 4.3625078626791938 120.85654444139618 leaf_count=91 38 2958 internal_value=0 -0.000188698 internal_weight=0 125.219 internal_count=3087 2996 is_linear=0 shrinkage=0.0204111 Tree=6440 num_leaves=3 num_cat=0 split_feature=10 2 split_gain=2.96308 3.94488 threshold=0.08302000000000001 0.086635000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00011129699749107714 0.00039911099086795203 3.9744439056747161e-05 leaf_weight=40.652081316868134 2.8076830807112847 86.296148013998391 leaf_count=1235 70 1846 internal_value=0 -8.67836e-06 internal_weight=0 126.948 internal_count=3151 3081 is_linear=0 shrinkage=0.000400217 Tree=6441 num_leaves=4 num_cat=0 split_feature=1 0 131 split_gain=3.31437 7.37389 3.694 threshold=1.0000000180025095e-35 -0.084074999999999997 0.092255000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016188653085055803 0.0027699778161882791 0.0017253258826606733 -0.016041411758989529 leaf_weight=15.721896404858851 80.693830606986012 24.161988172272686 4.485480759642086 leaf_count=805 1321 806 199 internal_value=0 -0.00536177 0.00175963 internal_weight=0 39.8839 85.1793 internal_count=3131 1611 1520 is_linear=0 shrinkage=0.0204111 Tree=6442 num_leaves=4 num_cat=0 split_feature=42 49 43 split_gain=4.15394 4.0202 0.443169 threshold=-0.11277999999999998 -0.085174999999999987 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049901340104706044 -0.00019271038916184865 3.5636334615826979e-05 -0.00020549493726285722 leaf_weight=2.5330562842427753 13.862411159658221 106.11235313050747 1.55434906967639 leaf_count=58 191 2790 119 internal_value=0 9.09707e-06 -0.00039585 internal_weight=0 119.975 4.08741 internal_count=3158 2981 177 is_linear=0 shrinkage=0.000400217 Tree=6443 num_leaves=3 num_cat=0 split_feature=1365 39 split_gain=2.59755 2.45404 threshold=1.0000000180025095e-35 0.15608500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00023768013265721896 -0.020517895749097445 0.021604075349824125 leaf_weight=117.50362914431025 2.3540341646294101 2.1711134534561998 leaf_count=3031 56 28 internal_value=0 0.000645136 internal_weight=0 119.675 internal_count=3115 3059 is_linear=0 shrinkage=0.0204111 Tree=6444 num_leaves=3 num_cat=0 split_feature=1374 158 split_gain=2.81892 2.83788 threshold=-0.095439999999999983 0.11034000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017536826654266469 0.0013822043716305193 -0.021581446401465688 leaf_weight=3.4349112326744935 114.50983559570341 2.1750036106859616 leaf_count=50 2841 134 internal_value=0 0.000933883 internal_weight=0 116.685 internal_count=3025 2975 is_linear=0 shrinkage=0.0204111 Tree=6445 num_leaves=4 num_cat=0 split_feature=133 160 15 split_gain=3.2365 2.9457 2.01557 threshold=0.10635000000000001 -0.40187499999999993 -0.13763499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042622924003434958 0.00027659939258850455 2.9180597156486255e-05 -0.00044956482097020469 leaf_weight=2.2067837550312097 0.65641524957027275 121.0149072530694 3.5475221495107681 leaf_count=222 40 2405 392 internal_value=0 2.06451e-05 -0.000331945 internal_weight=0 123.222 4.20394 internal_count=3059 2627 432 is_linear=0 shrinkage=0.000400217 Tree=6446 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=4.47211 5.75553 3.97135 threshold=-0.048794999999999991 -0.0064899999999999992 -0.088159999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012858889629628587 -0.019701350482462746 -0.0015030891661190421 0.012435780765767752 leaf_weight=27.351488043619611 8.0345467233419168 65.318108996983938 16.877357284975005 leaf_count=653 246 1890 241 internal_value=0 -0.00352339 0.00468516 internal_weight=0 73.3527 44.2288 internal_count=3030 2136 894 is_linear=0 shrinkage=0.0204111 Tree=6447 num_leaves=3 num_cat=0 split_feature=454 484 split_gain=3.0697 2.54236 threshold=-1.0000000180025095e-35 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019770634015999457 -0.010539630336370974 0.0011441860027180607 leaf_weight=3.123279979103244 8.1999014490102109 116.53753786148627 leaf_count=64 464 2625 internal_value=0 0.00036736 internal_weight=0 124.737 internal_count=3153 3089 is_linear=0 shrinkage=0.0204111 Tree=6448 num_leaves=4 num_cat=0 split_feature=2 50 150 split_gain=2.83634 3.57857 2.88429 threshold=0.099100000000000008 0.086500000000000007 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7747142532840634e-05 3.3338913160384661e-05 -0.00036387552905962748 0.00027500111744040764 leaf_weight=73.750771322635046 39.117068360224948 5.005528705303731 9.817195153445935 leaf_count=1726 736 455 147 internal_value=0 -4.02314e-05 8.23383e-05 internal_weight=0 78.7563 48.9343 internal_count=3064 2181 883 is_linear=0 shrinkage=0.000400217 Tree=6449 num_leaves=4 num_cat=0 split_feature=1456 1 123 split_gain=3.00171 2.42963 1.02295 threshold=1.0000000180025095e-35 0.13662500000000002 0.081630000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6373795362025638e-05 -0.00044793641284685492 0.00024935725487523389 0.00014443962096101761 leaf_weight=116.73934953414573 2.7242201269255015 7.5282566830865099 0.5032823160290717 leaf_count=2672 262 172 7 internal_value=0 3.06999e-05 -0.000353818 internal_weight=0 124.268 3.2275 internal_count=3113 2844 269 is_linear=0 shrinkage=0.000400217 Tree=6450 num_leaves=4 num_cat=0 split_feature=4 0 1 split_gain=4.91718 3.58418 1.09679 threshold=-0.49977499999999991 0.062580000000000011 0.085410000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027087590068213478 -0.00051283513043371028 0.01244450998004569 -0.0057415419624056649 leaf_weight=3.1865220069885245 104.99877055716388 9.6042834288818977 1.5449019924853926 leaf_count=53 2830 110 82 internal_value=0 0.000584139 -0.0204115 internal_weight=0 114.603 4.73142 internal_count=3075 2940 135 is_linear=0 shrinkage=0.0204111 Tree=6451 num_leaves=4 num_cat=0 split_feature=156 42 475 split_gain=2.74618 2.37814 0.294105 threshold=0.11896500000000002 -0.40652499999999997 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056010903316161835 -0.00023444592508983152 1.93163773327377e-05 -0.00063932114767358819 leaf_weight=1.0331380667630572 0.66633715503849089 124.07825954674081 0.93037768229259998 leaf_count=8 54 2997 38 internal_value=0 1.40351e-05 -0.000496794 internal_weight=0 125.111 1.59671 internal_count=3097 3005 92 is_linear=0 shrinkage=0.000400217 Tree=6452 num_leaves=4 num_cat=0 split_feature=42 0 160 split_gain=3.3523 5.34817 3.60569 threshold=-1.0000000180025095e-35 -0.016814999999999997 -0.082234999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015856360268322447 -0.0069670906794413057 0.010681992085656589 0.0034749547785521365 leaf_weight=11.001530355066278 16.210173416569887 4.3321407972834995 88.379723967715108 leaf_count=793 527 44 1734 internal_value=0 -0.00833554 0.00185084 internal_weight=0 15.3337 104.59 internal_count=3098 837 2261 is_linear=0 shrinkage=0.0204111 Tree=6453 num_leaves=3 num_cat=0 split_feature=149 131 split_gain=3.36485 2.77707 threshold=0.11108000000000001 0.097425000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015894839429456075 -0.027583321165916379 -0.015859959315746193 leaf_weight=118.01361855174218 1.6248143608681846 3.8144911856361423 leaf_count=2827 19 249 internal_value=0 0.00102907 internal_weight=0 121.828 internal_count=3095 3076 is_linear=0 shrinkage=0.0204111 Tree=6454 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.9241 4.68299 threshold=-0.15747999999999998 -0.079274999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017286703655338728 -0.023237670760628413 0.00060441568104362814 leaf_weight=4.0554344554693662 3.4262403186003203 114.39509631924011 leaf_count=36 167 2857 internal_value=0 -0.000110315 internal_weight=0 117.821 internal_count=3060 3024 is_linear=0 shrinkage=0.0204111 Tree=6455 num_leaves=4 num_cat=0 split_feature=131 124 12 split_gain=3.47369 4.22905 3.32101 threshold=0.092255000000000018 0.08919500000000001 0.11596500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024178821916141981 -0.020689932142724552 0.022432396679185073 -0.015104506223065202 leaf_weight=111.24434986871165 5.4584724768064907 1.0453973214607684 4.585486265958024 leaf_count=2561 318 9 149 internal_value=0 -0.0134963 0.00171029 internal_weight=0 6.50387 115.83 internal_count=3037 327 2710 is_linear=0 shrinkage=0.0204111 Tree=6456 num_leaves=3 num_cat=0 split_feature=52 457 split_gain=2.90578 2.70398 threshold=-0.42985499999999993 -0.14786499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020316744479806435 0.016144785382970962 -9.9648626465624702e-05 leaf_weight=2.7470458404350202 4.3225817256607106 114.32636291984818 leaf_count=288 44 2736 internal_value=0 0.000506827 internal_weight=0 118.649 internal_count=3068 2780 is_linear=0 shrinkage=0.0204111 Tree=6457 num_leaves=4 num_cat=0 split_feature=160 133 49 split_gain=2.85143 2.7046 0.065686 threshold=-0.40187499999999993 0.10681500000000001 -0.028049999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0088713965965683123 0.0027197696306847912 -0.014409471980235244 -0.021903858300891046 leaf_weight=0.41158491044188883 121.85692328805453 3.8550607458982986 1.9138337752756331 leaf_count=19 2450 413 215 internal_value=0 0.00218213 -0.0201107 internal_weight=0 125.712 2.32542 internal_count=3097 2863 234 is_linear=0 shrinkage=0.0204111 Tree=6458 num_leaves=4 num_cat=0 split_feature=0 474 151 split_gain=2.49387 4.8643 4.10755 threshold=-0.10726999999999999 0.084835000000000008 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0364260004261612e-05 -0.00034648251347786934 0.00047427198344167473 -6.9756506416213935e-06 leaf_weight=46.410397073290369 6.1445914824435013 4.4348167435964561 65.150769790763661 leaf_count=516 227 40 2292 internal_value=0 7.91695e-05 -3.67335e-05 internal_weight=0 50.8452 71.2954 internal_count=3075 556 2519 is_linear=0 shrinkage=0.000400217 Tree=6459 num_leaves=4 num_cat=0 split_feature=160 50 0 split_gain=3.0242 3.10143 2.71652 threshold=0.091525000000000009 0.086500000000000007 -0.23098999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018284961954053529 0.01199197915645403 -0.010181689119207178 -0.014077988857773678 leaf_weight=100.11984883851983 1.895217551733366 9.7253469499300973 10.243730043199319 leaf_count=2305 10 523 275 internal_value=0 0.000755867 -0.00993536 internal_weight=0 109.845 12.1389 internal_count=3113 2828 285 is_linear=0 shrinkage=0.0204111 Tree=6460 num_leaves=4 num_cat=0 split_feature=15 0 4 split_gain=3.4858 6.08933 3.50626 threshold=0.084580000000000016 0.09395000000000002 -0.026909999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0065716218391149708 -0.014585530181713912 0.025931240894339382 -0.0012156860544595999 leaf_weight=36.498783299881325 11.982646477859815 1.667754792710183 70.343615606081585 leaf_count=560 1015 20 1494 internal_value=0 -0.00946465 0.00144866 internal_weight=0 13.6504 106.842 internal_count=3089 1035 2054 is_linear=0 shrinkage=0.0204111 Tree=6461 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=2.39248 3.7113 2.89513 threshold=-0.24269999999999997 -0.19153499999999998 0.11901000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028450753474128877 -0.00041468118130986227 -3.2574710992501479e-06 -0.00030077961294234205 leaf_weight=8.1465721369895601 3.5153080357704303 110.45315778724398 1.5238249721005548 leaf_count=239 85 2736 18 internal_value=0 -1.63422e-05 0.000189893 internal_weight=0 113.968 9.6704 internal_count=3078 2821 257 is_linear=0 shrinkage=0.000400217 Tree=6462 num_leaves=4 num_cat=0 split_feature=402 151 475 split_gain=2.57 2.56133 1.36521 threshold=-1.0000000180025095e-35 -0.52342999999999995 -0.085719999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032512124425130553 -0.00047834391070135173 1.1045174205182887e-05 -0.00042512633866245209 leaf_weight=0.35872408654540811 1.6262716080964299 117.73602661452242 3.1153099569637552 leaf_count=2 51 2671 371 internal_value=0 3.93537e-06 -0.000339924 internal_weight=0 119.362 3.47403 internal_count=3095 2722 373 is_linear=0 shrinkage=0.000400217 Tree=6463 num_leaves=4 num_cat=0 split_feature=12 156 1 split_gain=2.94553 2.82391 1.35293 threshold=0.11596500000000001 0.091280000000000014 0.12485500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022582889290575234 -0.024035506918963199 -0.01018969045498606 0.00038663215769807452 leaf_weight=109.53638106973995 2.7230708934439454 8.0470386548113293 1.4122721796156836 leaf_count=2675 114 273 40 internal_value=0 0.00139751 -0.0159047 internal_weight=0 117.583 4.13534 internal_count=3102 2948 154 is_linear=0 shrinkage=0.0204111 Tree=6464 num_leaves=3 num_cat=0 split_feature=4 33 split_gain=2.45633 2.65191 threshold=0.51195500000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039723246072683832 0.00041625841225178574 1.0456391065600139e-05 leaf_weight=2.5003218082711092 2.2208251075644503 117.66829240440893 leaf_count=38 129 2880 internal_value=0 1.61182e-06 internal_weight=0 120.169 internal_count=3047 2918 is_linear=0 shrinkage=0.000400217 Tree=6465 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.86171 3.79668 threshold=-0.5318799999999998 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021010029512171541 0.018701920827864798 -0.0012544703387220451 leaf_weight=2.809792078100144 4.0030145378841544 113.99361000627323 leaf_count=32 45 3044 internal_value=0 -0.000560366 internal_weight=0 117.997 internal_count=3121 3089 is_linear=0 shrinkage=0.0204111 Tree=6466 num_leaves=4 num_cat=0 split_feature=43 150 43 split_gain=3.09232 4.76299 3.98828 threshold=-0.07440999999999999 0.081245000000000026 -0.078969999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.3156423203239512e-06 -0.00013531101906251363 9.278450525611704e-05 0.00030428359007420535 leaf_weight=39.276621935583535 58.893678966527659 19.424195520943613 8.1051522383932006 leaf_count=1078 1650 201 159 internal_value=0 -7.86877e-05 5.07251e-05 internal_weight=0 78.3179 47.3818 internal_count=3088 1851 1237 is_linear=0 shrinkage=0.000400217 Tree=6467 num_leaves=4 num_cat=0 split_feature=128 124 2 split_gain=3.02337 2.76042 0.353011 threshold=0.085185000000000025 -0.048219999999999992 0.10928500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.009711187917848689 -0.023176758982784273 -0.0011060251739478735 -0.0043472356148294908 leaf_weight=10.718901423795613 2.5735958158838907 106.06173360694265 0.56054723871784506 leaf_count=233 190 2650 31 internal_value=0 -0.000104799 -0.0200752 internal_weight=0 116.781 3.13414 internal_count=3104 2883 221 is_linear=0 shrinkage=0.0204111 Tree=6468 num_leaves=4 num_cat=0 split_feature=0 0 132 split_gain=4.01117 4.76793 3.62328 threshold=-0.074654999999999985 -0.087944999999999982 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5635789582363553e-05 3.3835749005071436e-05 -0.00029408541074046565 0.00035643467817544639 leaf_weight=64.70984610333835 39.05232468979375 12.56719784677807 6.3998394776717751 leaf_count=1046 797 1053 113 internal_value=0 -6.96548e-05 8.00232e-05 internal_weight=0 77.277 45.4522 internal_count=3009 2099 910 is_linear=0 shrinkage=0.000400217 Tree=6469 num_leaves=3 num_cat=0 split_feature=149 484 split_gain=2.49111 2.46242 threshold=0.11234000000000001 0.11628500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00045476992733490672 -0.023018899662298795 -0.022746968379736845 leaf_weight=123.92204835966368 1.8604926851112384 1.8234649997011718 leaf_count=3009 18 117 internal_value=0 9.83788e-05 internal_weight=0 125.746 internal_count=3144 3126 is_linear=0 shrinkage=0.0204111 Tree=6470 num_leaves=4 num_cat=0 split_feature=1 16 51 split_gain=3.31652 6.82259 2.97911 threshold=0.076845000000000011 0.0020050000000000003 -0.40548499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023535886813372945 -0.00041784851094741455 9.4513378118665781e-05 6.4990454113753599e-05 leaf_weight=22.114062383761848 1.9885723160841724 18.234407205934986 81.997759938501986 leaf_count=1237 58 390 1441 internal_value=0 -8.6433e-05 5.3017e-05 internal_weight=0 40.3485 83.9863 internal_count=3126 1627 1499 is_linear=0 shrinkage=0.000400217 Tree=6471 num_leaves=4 num_cat=0 split_feature=480 2 15 split_gain=3.40633 3.39627 0.0827703 threshold=0.08598500000000002 0.096055000000000015 -0.46645999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.6151909137524417e-05 -0.00019403502825067736 7.9950869709860639e-05 -0.00044231604627106906 leaf_weight=65.753632270116213 0.51424887264147434 52.884484875934504 2.6383650149182349 leaf_count=1926 9 946 200 internal_value=0 4.53586e-06 -0.000409861 internal_weight=0 118.638 3.15261 internal_count=3081 2872 209 is_linear=0 shrinkage=0.000400217 Tree=6472 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=3.68296 2.86045 threshold=0.51074000000000008 -0.11664999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00015905897120166435 0.00042227207970856772 1.0214703208750035e-05 leaf_weight=18.704496449681756 3.0479768879013127 106.37496891738738 leaf_count=355 150 2628 internal_value=0 -1.52183e-05 internal_weight=0 125.079 internal_count=3133 2983 is_linear=0 shrinkage=0.000400217 Tree=6473 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=3.26077 3.85293 2.57901 threshold=0.10100500000000003 -0.23211999999999997 0.14059000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018782756537304091 0.0027527236889300639 -0.0033325807617023179 0.017580736442586748 leaf_weight=3.3270760976010925 40.28575129978708 72.353973198058156 5.4609328198130234 leaf_count=36 636 2220 139 internal_value=0 -0.00233404 0.0045614 internal_weight=0 75.681 45.7467 internal_count=3031 2256 775 is_linear=0 shrinkage=0.0204111 Tree=6474 num_leaves=4 num_cat=0 split_feature=1213 52 151 split_gain=4.43871 2.84483 0.149576 threshold=-1.0000000180025095e-35 -0.048794999999999991 -0.012764999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011724497023533442 8.4175762645630201e-05 -4.2655138838428456e-05 -0.00043788190367569714 leaf_weight=0.35299222276080389 44.443367339881661 77.660209768209825 3.7507660585797558 leaf_count=12 892 1711 443 internal_value=0 3.54371e-06 -0.000414148 internal_weight=0 122.104 4.10376 internal_count=3058 2603 455 is_linear=0 shrinkage=0.000400217 Tree=6475 num_leaves=3 num_cat=0 split_feature=52 484 split_gain=4.06786 3.21055 threshold=-0.41845999999999994 -0.083139999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040688661244883722 -0.00036759606720904398 3.5463819523521408e-05 leaf_weight=3.4945636390111749 3.1423728971258233 116.30663702720449 leaf_count=300 248 2521 internal_value=0 2.45261e-05 internal_weight=0 119.449 internal_count=3069 2769 is_linear=0 shrinkage=0.000400217 Tree=6476 num_leaves=4 num_cat=0 split_feature=47 47 1 split_gain=2.43632 4.91782 4.27104 threshold=0.086425000000000016 0.097435000000000008 0.091870000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.4364264897879175e-05 -0.00046333294970914997 -3.1349902287826202e-05 0.000114850870143179 leaf_weight=61.475049867740381 5.3789849744935081 18.334835877918522 38.923958340121317 leaf_count=1928 114 284 815 internal_value=0 -0.000131053 1.12941e-05 internal_weight=0 23.7138 100.399 internal_count=3141 398 2743 is_linear=0 shrinkage=0.000400217 Tree=6477 num_leaves=4 num_cat=0 split_feature=2 31 15 split_gain=2.62565 2.64662 0.543182 threshold=0.14780500000000005 -1.0000000180025095e-35 0.017595000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041627722535143125 0.00016413121417082534 -2.6715510929367033e-05 0.00043891048605770297 leaf_weight=2.0884831931325598 3.417090051691047 118.53816157280198 1.8384886608109807 leaf_count=87 99 2901 31 internal_value=0 -1.86668e-05 0.000267404 internal_weight=0 120.627 5.25558 internal_count=3118 2988 130 is_linear=0 shrinkage=0.000400217 Tree=6478 num_leaves=4 num_cat=0 split_feature=16 376 15 split_gain=4.35681 2.91797 0.408337 threshold=0.41656500000000002 0.088415000000000007 -0.070454999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004507347709816997 -0.004638394403001009 0.020317727946395435 -0.023828810069100221 leaf_weight=112.87417878011729 0.60194831917033287 2.7785503029008387 3.4513785472809095 leaf_count=2805 41 54 168 internal_value=0 6.73951e-05 -0.0211802 internal_weight=0 115.653 4.05333 internal_count=3068 2859 209 is_linear=0 shrinkage=0.0204111 Tree=6479 num_leaves=4 num_cat=0 split_feature=131 132 1 split_gain=3.04954 2.94125 1.78062 threshold=0.092255000000000018 0.08018500000000002 0.11646500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00087790174765512688 -0.021349714589024755 0.010293111471265774 0.0017621440062121224 leaf_weight=104.15752618593797 4.374687431351048 10.728158594618433 1.9880229934933593 leaf_count=2578 270 190 75 internal_value=0 0.000174267 -0.0142228 internal_weight=0 114.886 6.36271 internal_count=3113 2768 345 is_linear=0 shrinkage=0.0204111 Tree=6480 num_leaves=4 num_cat=0 split_feature=1456 45 160 split_gain=3.09847 2.56242 0.500919 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.082545000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021527036013275699 0.020935821265732235 0.0012211360148655739 -0.00093474081229384751 leaf_weight=2.7331783484223702 2.6996920176316044 120.21285373724822 0.6077163474401458 leaf_count=237 27 2791 52 internal_value=0 0.00167282 -0.017933 internal_weight=0 122.913 3.34089 internal_count=3107 2818 289 is_linear=0 shrinkage=0.0204111 Tree=6481 num_leaves=4 num_cat=0 split_feature=2 160 150 split_gain=3.74494 5.44303 3.63434 threshold=0.10043500000000001 0.092845000000000011 0.082085000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016181322990172788 0.001047551911076128 -0.020869148324798036 0.015061957458567672 leaf_weight=68.643332170488065 35.742811866313787 6.608599833212792 9.7241265312186425 leaf_count=2053 721 198 151 internal_value=0 -0.00333724 0.00407449 internal_weight=0 75.2519 45.4669 internal_count=3123 2251 872 is_linear=0 shrinkage=0.0204111 Tree=6482 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=2.73508 2.64149 threshold=-1.0000000180025095e-35 -0.10643499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021169305592205579 0.0022630113242116056 -0.0038008555800918926 leaf_weight=2.2250930469890582 53.495111345371697 67.663295561100313 leaf_count=88 553 2477 internal_value=0 -0.00112386 internal_weight=0 121.158 internal_count=3118 3030 is_linear=0 shrinkage=0.0204111 Tree=6483 num_leaves=4 num_cat=0 split_feature=151 52 2 split_gain=3.16996 3.12276 0.370755 threshold=-0.29526499999999994 -0.42985499999999993 0.11657500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011289137799747946 -0.020422314838687519 0.0016216222856694548 -0.026815251071621183 leaf_weight=1.5310647754886297 2.6295463859714792 114.66065138819431 1.5015663336962459 leaf_count=61 275 2751 15 internal_value=0 0.00110841 -0.0196578 internal_weight=0 117.29 3.03263 internal_count=3102 3026 76 is_linear=0 shrinkage=0.0204111 Tree=6484 num_leaves=4 num_cat=0 split_feature=13 13 49 split_gain=3.07488 3.15936 2.21615 threshold=0.077550000000000022 0.0031100000000000004 -0.077259999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017639354681432842 0.020548426602489123 -0.019747401274161913 0.0029825837274144213 leaf_weight=100.00306632207503 3.5843361353036043 4.1327436527280943 15.998949231276127 leaf_count=2544 31 216 314 internal_value=0 -0.00249807 0.00629621 internal_weight=0 104.136 19.5833 internal_count=3105 2760 345 is_linear=0 shrinkage=0.0204111 Tree=6485 num_leaves=4 num_cat=0 split_feature=131 401 12 split_gain=3.54489 2.96428 2.83139 threshold=0.08956500000000002 0.087020000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0542661250766461e-05 0.00017499001900025818 -0.00038121376879940509 -0.00037925995883181945 leaf_weight=108.25676113413101 1.8220768812170716 2.9117860942787948 6.5783223575272114 leaf_count=2435 68 216 346 internal_value=0 9.64666e-06 -0.000258321 internal_weight=0 111.169 8.4004 internal_count=3065 2651 414 is_linear=0 shrinkage=0.000400217 Tree=6486 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=3.66233 3.48134 1.52329 threshold=0.11584000000000001 0.099610000000000018 0.13772500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040746551607290742 0.0054540676903115795 -0.01298661347666049 0.018383632746920134 leaf_weight=88.615746020845108 16.397700340690793 8.7834969747127598 4.8994217555155037 leaf_count=2302 381 344 47 internal_value=0 -0.000813942 0.00850911 internal_weight=0 97.3992 21.2971 internal_count=3074 2646 428 is_linear=0 shrinkage=0.0204111 Tree=6487 num_leaves=4 num_cat=0 split_feature=13 15 132 split_gain=3.52155 3.68672 3.24678 threshold=-0.10462499999999998 -0.19313499999999997 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024473577164598441 -5.2844940765339658e-05 0.00019725762301799201 0.00018481988464258067 leaf_weight=3.4016586826765005 90.587573294533286 22.088827818442951 10.137193148955701 leaf_count=80 2509 237 260 internal_value=0 0.000137462 -2.87471e-05 internal_weight=0 25.4905 100.725 internal_count=3086 317 2769 is_linear=0 shrinkage=0.000400217 Tree=6488 num_leaves=4 num_cat=0 split_feature=4 11 13 split_gain=3.25079 3.95906 0.136765 threshold=0.51074000000000008 0.088315000000000018 -0.089899999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8787492278608163e-06 0.00018555552928206586 -0.00034353671657868726 0.00042659043280877056 leaf_weight=119.06110029621959 0.73921655325102653 5.4177010134735601 2.6042406382330219 leaf_count=2856 55 110 91 internal_value=0 -1.24935e-05 0.000381039 internal_weight=0 124.479 3.34346 internal_count=3112 2966 146 is_linear=0 shrinkage=0.000400217 Tree=6489 num_leaves=3 num_cat=0 split_feature=33 52 split_gain=3.05516 2.44112 threshold=-1.0000000180025095e-35 -0.51586999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019240725267056419 -0.020196505118438103 0.0011820151354418002 leaf_weight=3.1440531797707072 2.154998108300787 121.06445830526536 leaf_count=46 213 2886 internal_value=0 0.000790128 internal_weight=0 123.219 internal_count=3145 3099 is_linear=0 shrinkage=0.0204111 Tree=6490 num_leaves=4 num_cat=0 split_feature=2 149 150 split_gain=2.40153 2.90911 0.199916 threshold=0.15412000000000003 0.11108000000000001 0.082590000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1281379697129311e-06 0.00021965201885530878 -0.00053803101592326868 0.00043872368504730379 leaf_weight=115.79766640414528 2.1334841713833153 1.5652294531464566 1.3725224634399635 leaf_count=2959 79 17 26 internal_value=0 -1.47147e-05 0.000316337 internal_weight=0 117.363 3.50601 internal_count=3081 2976 105 is_linear=0 shrinkage=0.000400217 Tree=6491 num_leaves=4 num_cat=0 split_feature=43 13 15 split_gain=2.82018 3.14582 0.422236 threshold=0.25035000000000007 -0.083499999999999977 -0.24211499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012055427531181149 3.6359198395694364e-06 -1.8938301175358172e-05 -0.00047395080185170114 leaf_weight=37.028074900223146 0.34231166238896582 85.452621688740692 2.0250154503464719 leaf_count=915 10 2010 180 internal_value=0 2.33044e-05 -0.000407847 internal_weight=0 122.481 2.36733 internal_count=3115 2925 190 is_linear=0 shrinkage=0.000400217 Tree=6492 num_leaves=3 num_cat=0 split_feature=51 474 split_gain=2.59194 2.59676 threshold=-0.40548499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041534758200491675 -0.00045582945097975879 3.0218298877177365e-05 leaf_weight=2.0829062617485752 1.6742152697697736 124.19053831991368 leaf_count=106 124 2885 internal_value=0 2.33536e-05 internal_weight=0 125.865 internal_count=3115 3009 is_linear=0 shrinkage=0.000400217 Tree=6493 num_leaves=4 num_cat=0 split_feature=41 8 2 split_gain=3.04519 3.9258 2.37056 threshold=0.079885000000000025 1.0000000180025095e-35 0.10737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011935804849905604 -0.023109797901344868 0.019415052122214831 0.00047725967110693387 leaf_weight=109.53245870215324 4.4478874070482552 3.8791634622029951 2.8994676921283826 leaf_count=2869 93 61 45 internal_value=0 -0.000470223 -0.0139343 internal_weight=0 113.412 7.34736 internal_count=3068 2930 138 is_linear=0 shrinkage=0.0204111 Tree=6494 num_leaves=4 num_cat=0 split_feature=160 453 15 split_gain=2.66871 2.50623 0.132873 threshold=-0.40187499999999993 0.10963500000000002 -0.099824999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0047026704610115206 0.0018947412080171692 -0.022560048969610693 -0.021890141339768309 leaf_weight=0.28341522176924661 119.45856342507614 1.6602819440886367 2.0274900239619447 leaf_count=22 2833 14 219 internal_value=0 0.00153899 -0.020097 internal_weight=0 121.119 2.31091 internal_count=3088 2847 241 is_linear=0 shrinkage=0.0204111 Tree=6495 num_leaves=4 num_cat=0 split_feature=41 49 2 split_gain=2.51642 2.97243 1.79341 threshold=0.082980000000000012 -0.085014999999999993 0.10908500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013404672691676178 -0.0003979610056341204 5.5150451786711211e-05 1.6924109618296244e-05 leaf_weight=15.150595765313481 3.7642795003339407 103.54241515193462 2.915072743431665 leaf_count=190 74 2768 43 internal_value=0 3.08968e-05 -0.000219599 internal_weight=0 118.693 6.67935 internal_count=3075 2958 117 is_linear=0 shrinkage=0.000400217 Tree=6496 num_leaves=3 num_cat=0 split_feature=453 16 split_gain=2.91395 3.06169 threshold=0.096095000000000014 -0.53934499999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015252553378565089 -0.022831137405951708 0.00050705793686972708 leaf_weight=6.0637239966308689 2.0186635658610603 117.36251800828904 leaf_count=91 25 3015 internal_value=0 0.00124465 internal_weight=0 123.426 internal_count=3131 3106 is_linear=0 shrinkage=0.0204111 Tree=6497 num_leaves=4 num_cat=0 split_feature=483 15 42 split_gain=3.23004 3.08516 0.419936 threshold=0.096950000000000022 -0.24269999999999997 0.09112000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013509373976224157 -0.024564679999985583 -0.00027961094591366962 -0.0057605479097026045 leaf_weight=7.0763027032080563 2.3032177335735464 113.39317364977069 0.72632936965965189 leaf_count=225 105 2688 81 internal_value=0 0.000542138 -0.0204224 internal_weight=0 120.469 3.02955 internal_count=3099 2913 186 is_linear=0 shrinkage=0.0204111 Tree=6498 num_leaves=4 num_cat=0 split_feature=158 2 50 split_gain=2.42383 3.35222 2.85164 threshold=0.084710000000000021 0.10564000000000001 0.10114000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014294778888416723 -0.01930813233650349 0.0070783551477290796 -0.012318427087035231 leaf_weight=107.32152131677867 5.8205847278077254 2.9582378295308445 6.5646195849876667 leaf_count=2387 259 84 354 internal_value=0 -0.0104394 0.000625701 internal_weight=0 8.77882 113.886 internal_count=3084 343 2741 is_linear=0 shrinkage=0.0204111 Tree=6499 num_leaves=4 num_cat=0 split_feature=1 16 15 split_gain=4.65686 4.69565 3.72857 threshold=0.076845000000000011 0.0020050000000000003 0.082805000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026582466995870685 6.1064024762699171e-05 2.4162632399892913e-05 -0.00023197200913270874 leaf_weight=20.046957724158347 76.394063497151365 16.045738744462142 7.5402953532902748 leaf_count=1209 1101 377 383 internal_value=0 -0.000137229 3.4465e-05 internal_weight=0 36.0927 83.9344 internal_count=3070 1586 1484 is_linear=0 shrinkage=0.000400217 Tree=6500 num_leaves=4 num_cat=0 split_feature=156 42 16 split_gain=2.84694 2.88625 0.222038 threshold=0.11896500000000002 0.085675000000000015 0.056515000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019307754053606906 -0.037318222771024923 -0.0055988277212687919 -0.017490706179378247 leaf_weight=90.17601221091536 0.55644429509993543 27.608993102101522 1.0327565126935949 leaf_count=1800 9 1190 87 internal_value=0 0.000162183 -0.0264324 internal_weight=0 117.785 1.5892 internal_count=3086 2990 96 is_linear=0 shrinkage=0.0204111 Tree=6501 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=3.53356 8.58223 3.25801 threshold=1.0000000180025095e-35 -0.083574999999999997 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036013531554346189 8.2549836613409679e-05 3.4908058784005331e-05 -9.6762078641938847e-05 leaf_weight=13.7415526748955 64.426901942570112 24.140301237879612 21.579917946102796 leaf_count=783 1224 756 307 internal_value=0 -0.000109032 3.74915e-05 internal_weight=0 37.8819 86.0068 internal_count=3070 1539 1531 is_linear=0 shrinkage=0.000400217 Tree=6502 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=3.12027 5.81382 4.49195 threshold=-0.074249999999999997 0.087515000000000023 -0.015169999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0094562361790115207 0.012176180357264284 0.0021258118342027035 -0.0010613527637703545 leaf_weight=28.278238962953765 18.89448487937625 49.519740890871617 24.339305239154783 leaf_count=1453 429 754 479 internal_value=0 -0.0020916 0.00474036 internal_weight=0 77.798 43.2338 internal_count=3115 2207 908 is_linear=0 shrinkage=0.0204111 Tree=6503 num_leaves=4 num_cat=0 split_feature=9 49 8 split_gain=2.86838 4.60947 3.9503 threshold=0.084755000000000011 -0.00025999999999999992 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5212245099190032e-05 -0.00051092178481959637 8.3407731352127631e-05 5.9366574667650455e-05 leaf_weight=37.952610672859009 3.7127005814108989 81.628643395019026 3.9173428887297632 leaf_count=629 43 2420 60 internal_value=0 2.98616e-05 -0.000221506 internal_weight=0 119.581 7.63004 internal_count=3152 3049 103 is_linear=0 shrinkage=0.000400217 Tree=6504 num_leaves=4 num_cat=0 split_feature=133 1 0 split_gain=2.52827 3.03533 3.00265 threshold=0.10681500000000001 0.11227500000000001 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037376836081677925 -0.02591158108523775 0.01302399473739557 0.00989689225785771 leaf_weight=104.8240477115105 2.9433307990348103 1.0682691015535963 13.258589143282732 leaf_count=2537 397 41 168 internal_value=0 -0.0154711 0.000787728 internal_weight=0 4.0116 118.083 internal_count=3143 438 2705 is_linear=0 shrinkage=0.0204111 Tree=6505 num_leaves=4 num_cat=0 split_feature=4 159 13 split_gain=2.77995 2.87832 0.19423 threshold=0.51074000000000008 0.10516000000000002 -0.094744999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.74666658481268e-05 0.00014478850569075736 -0.00027275946785671167 0.00042677114103939045 leaf_weight=114.7634834176697 0.63859590506763231 5.635306229327397 2.5332096135243765 leaf_count=2764 51 204 99 internal_value=0 3.64173e-06 0.000376871 internal_weight=0 120.399 3.17181 internal_count=3118 2968 150 is_linear=0 shrinkage=0.000400217 Tree=6506 num_leaves=3 num_cat=0 split_feature=1374 151 split_gain=2.75689 2.42473 threshold=-0.088294999999999985 -0.52342999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033293651364455786 -0.00047155373430590313 2.1078474705164318e-05 leaf_weight=3.6638735444284967 1.5104790884797683 117.81141639938323 leaf_count=51 35 3009 internal_value=0 1.44061e-05 internal_weight=0 119.322 internal_count=3095 3044 is_linear=0 shrinkage=0.000400217 Tree=6507 num_leaves=3 num_cat=0 split_feature=1348 1374 split_gain=2.55021 2.68863 threshold=0.090050000000000005 -0.095439999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019205479268088816 0.019864580511067337 -0.00060163972729994613 leaf_weight=3.2201419705525032 2.3483933211537069 113.03471705672564 leaf_count=42 33 3003 internal_value=0 -0.00113493 internal_weight=0 116.255 internal_count=3078 3045 is_linear=0 shrinkage=0.0204111 Tree=6508 num_leaves=4 num_cat=0 split_feature=42 1 2 split_gain=2.29518 6.25599 3.20748 threshold=0.085675000000000015 0.091615000000000016 -0.58149499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014461146684574618 -0.00031632446606720641 5.7163284976361453e-05 2.9913367323142196e-05 leaf_weight=0.12446525692939658 12.382142214073612 16.834226110135205 95.162993298445144 leaf_count=1 776 411 1865 internal_value=0 -0.000101727 2.62904e-05 internal_weight=0 29.2164 95.2875 internal_count=3053 1187 1866 is_linear=0 shrinkage=0.000400217 Tree=6509 num_leaves=3 num_cat=0 split_feature=2 454 split_gain=2.92445 2.84889 threshold=-0.58149499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.069674127609118439 -0.01839410945601597 0.001068936251031791 leaf_weight=0.13556917198002238 3.1064743068418457 118.29319391401441 leaf_count=2 67 3029 internal_value=0 0.000554409 internal_weight=0 121.4 internal_count=3098 3096 is_linear=0 shrinkage=0.0204111 Tree=6510 num_leaves=4 num_cat=0 split_feature=15 1456 1 split_gain=2.81462 2.75203 2.57028 threshold=0.10347000000000002 1.0000000180025095e-35 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014685440227628658 -0.024757836826682915 -0.0180629282867086 0.00012721266554235078 leaf_weight=110.45715789064889 3.3903916954295701 2.9777812742395318 3.4131416159216315 leaf_count=2581 237 238 43 internal_value=0 0.000938517 -0.0124738 internal_weight=0 113.435 6.80353 internal_count=3099 2819 280 is_linear=0 shrinkage=0.0204111 Tree=6511 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=3.04244 7.49299 4.82245 threshold=-0.10497999999999998 0.12879500000000002 -0.084074999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0055393444931362791 -0.012552020796183262 -0.024579855746307427 0.00016988897157592649 leaf_weight=51.429800704645459 16.304825956614877 3.577104447525925 50.894118490248729 leaf_count=554 903 38 1604 internal_value=0 0.00353474 -0.00293264 internal_weight=0 55.0069 67.1989 internal_count=3099 592 2507 is_linear=0 shrinkage=0.0204111 Tree=6512 num_leaves=4 num_cat=0 split_feature=43 13 130 split_gain=2.91739 3.35939 3.20808 threshold=-0.19537999999999997 0.16421000000000002 0.085970000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043201412072513078 4.2795131881263013e-06 2.0446227340931603e-05 -0.00044129656752680852 leaf_weight=5.3771335585042817 107.78030047267021 7.5684638132952387 2.5398398658853685 leaf_count=50 2629 151 288 internal_value=0 0.000193635 -6.41577e-06 internal_weight=0 12.9456 110.32 internal_count=3118 201 2917 is_linear=0 shrinkage=0.000400217 Tree=6513 num_leaves=4 num_cat=0 split_feature=3 50 0 split_gain=2.90433 3.56524 1.90087 threshold=0.17769000000000004 0.083800000000000013 -0.13338499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054946049229217771 0.0017271328700187315 -0.01223869906345711 0.021784532475262252 leaf_weight=100.52725462111448 3.8060617230948992 9.8718168800023687 4.0122100434382437 leaf_count=2393 63 555 81 internal_value=0 -0.00060529 0.0121825 internal_weight=0 110.399 7.81827 internal_count=3092 2948 144 is_linear=0 shrinkage=0.0204111 Tree=6514 num_leaves=3 num_cat=0 split_feature=151 38 split_gain=2.68906 2.5779 threshold=-0.52342999999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046832026778104163 4.0296380470914196e-05 -0.00023830509896149302 leaf_weight=1.6607893906693778 120.85724493710586 5.4537184587679794 leaf_count=45 2945 71 internal_value=0 2.80668e-05 internal_weight=0 126.311 internal_count=3061 3016 is_linear=0 shrinkage=0.000400217 Tree=6515 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=3.48609 5.30361 4.25896 threshold=0.10100500000000003 -0.10092 0.10253500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0051887649724097129 0.009620650151034962 -0.0065777818336406257 -0.002961258254313915 leaf_weight=22.966057515412103 25.897061335621402 51.697437221588189 19.622905854252167 leaf_count=255 541 2037 244 internal_value=0 -0.00295611 0.00420284 internal_weight=0 74.6635 45.52 internal_count=3077 2292 785 is_linear=0 shrinkage=0.0204111 Tree=6516 num_leaves=4 num_cat=0 split_feature=156 14 0 split_gain=3.13604 2.83165 0.383715 threshold=0.11896500000000002 0.077685000000000018 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029955555189155303 -0.038854435360107888 -0.017686308053851834 -0.015599237799807042 leaf_weight=119.96929132577861 0.52090490073896933 2.7125988098268854 1.1142285178430018 leaf_count=2883 4 99 94 internal_value=0 0.00252255 -0.025023 internal_weight=0 122.682 1.63513 internal_count=3080 2982 98 is_linear=0 shrinkage=0.0204111 Tree=6517 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=2.81412 3.43844 threshold=0.083695000000000006 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.012509078655932265 -0.014183515902019883 0.00023832318810813893 leaf_weight=10.3208552665601 4.9760485041988423 108.04764022731979 leaf_count=228 69 2805 internal_value=0 0.00131905 internal_weight=0 118.368 internal_count=3102 3033 is_linear=0 shrinkage=0.0204111 Tree=6518 num_leaves=4 num_cat=0 split_feature=13 13 1447 split_gain=2.75257 8.60368 4.54259 threshold=-0.083499999999999977 -0.084169999999999981 -0.086059999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022711228239317817 0.025536809788607055 0.040029640357808149 -0.0025436940770921009 leaf_weight=35.200660869722924 2.3641461290317229 2.5971221935760687 78.481734458935534 leaf_count=901 42 56 2050 internal_value=0 0.00497611 -0.00168836 internal_weight=0 37.7978 80.8459 internal_count=3049 957 2092 is_linear=0 shrinkage=0.0204111 Tree=6519 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=3.45038 4.06418 threshold=0.27266500000000005 -0.19537999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00022241468307080786 -0.00047304444172234554 -4.2151892633933305e-05 leaf_weight=10.064279023732523 2.6366398959507924 108.01077046694263 leaf_count=161 51 2901 internal_value=0 -1.94119e-05 internal_weight=0 118.075 internal_count=3113 3062 is_linear=0 shrinkage=0.000400217 Tree=6520 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.7323 3.57202 threshold=-0.5318799999999998 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031943020897895756 0.00042622438660061665 1.2550780002483564e-05 leaf_weight=3.7103717513382426 3.3285037498862939 118.89068309618233 leaf_count=40 45 3006 internal_value=0 2.41965e-05 internal_weight=0 122.219 internal_count=3091 3051 is_linear=0 shrinkage=0.000400217 Tree=6521 num_leaves=4 num_cat=0 split_feature=42 51 43 split_gain=2.41063 5.09076 4.02056 threshold=-1.0000000180025095e-35 -0.050864999999999994 0.25734000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065188975188248226 0.0022074240556484584 -0.016135580034863824 -0.024526949481316229 leaf_weight=7.0210688805891577 105.00530487123979 9.7665625174922734 2.2854752655257462 leaf_count=130 2199 734 55 internal_value=0 -0.00668041 0.00161296 internal_weight=0 16.7876 107.291 internal_count=3118 864 2254 is_linear=0 shrinkage=0.0204111 Tree=6522 num_leaves=4 num_cat=0 split_feature=52 1374 133 split_gain=3.67496 4.56754 4.05355 threshold=-0.048794999999999991 -0.095439999999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02142066496545551 -0.016708099905223647 0.0050409684615260169 -0.0022154259023412612 leaf_weight=2.7936017159372559 9.1059795767523593 42.322473036030715 63.362500760731564 leaf_count=23 702 920 1441 internal_value=0 0.00335348 -0.00405946 internal_weight=0 45.1161 72.4685 internal_count=3086 943 2143 is_linear=0 shrinkage=0.0204111 Tree=6523 num_leaves=4 num_cat=0 split_feature=1 42 4 split_gain=3.42753 6.06952 4.07399 threshold=1.0000000180025095e-35 0.085225000000000009 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017464541745946232 -0.013736327968629034 -0.021702516494326335 0.0026300863050344046 leaf_weight=28.493652728990128 6.7947823799768221 8.0667641189102124 76.726077430394071 leaf_count=919 173 650 1348 internal_value=0 -0.00620242 0.001282 internal_weight=0 36.5604 83.5209 internal_count=3090 1569 1521 is_linear=0 shrinkage=0.0204111 Tree=6524 num_leaves=4 num_cat=0 split_feature=484 13 16 split_gain=2.35982 2.68181 2.35996 threshold=-1.0000000180025095e-35 -0.5318799999999998 -0.066734999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003739954098034116 -0.017962904969524567 0.0012801677574242533 -0.021433813638901445 leaf_weight=4.0986885090387659 2.9967207579757078 102.65022645858517 4.0516097483523463 leaf_count=149 37 2509 351 internal_value=0 0.00071589 -0.0106105 internal_weight=0 105.647 8.1503 internal_count=3046 2546 500 is_linear=0 shrinkage=0.0204111 Tree=6525 num_leaves=4 num_cat=0 split_feature=47 0 4 split_gain=2.84333 6.23638 5.15825 threshold=0.086425000000000016 -0.063819999999999988 -0.22295999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0089729736376007296 -0.013563121474830611 0.0083207228974044103 0.0040205536239555882 leaf_weight=14.930214769803568 15.26391158810293 8.2902522480580938 82.760588393761282 leaf_count=207 300 97 2490 internal_value=0 -0.00585784 0.00202674 internal_weight=0 23.5542 97.6908 internal_count=3094 397 2697 is_linear=0 shrinkage=0.0204111 Tree=6526 num_leaves=4 num_cat=0 split_feature=160 43 160 split_gain=2.83124 3.36535 2.97324 threshold=0.091525000000000009 -0.1143 0.084835000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040490804260005331 0.012769300184519545 -0.01423562803220404 0.011790715187266963 leaf_weight=98.002935014452305 2.2492788389790794 10.642700959317152 8.9891533314366807 leaf_count=2681 32 273 106 internal_value=0 -0.00945467 0.000630986 internal_weight=0 12.892 106.992 internal_count=3092 305 2787 is_linear=0 shrinkage=0.0204111 Tree=6527 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=2.75324 2.99969 threshold=0.51074000000000008 0.09309000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011063948386332034 0.02159903290131086 -0.020108516515706491 leaf_weight=119.35418806974303 2.5497213214694048 2.7308908271224928 leaf_count=2936 137 52 internal_value=0 0.000613853 internal_weight=0 122.085 internal_count=3125 2988 is_linear=0 shrinkage=0.0204111 Tree=6528 num_leaves=4 num_cat=0 split_feature=42 43 157 split_gain=4.88143 5.35094 3.78728 threshold=0.084050000000000014 -0.52334499999999984 -0.076194999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002413426384664973 0.00046562225496937494 -0.00019278714663347496 4.4195169529834589e-06 leaf_weight=12.499197029916102 2.0191631447523859 28.355675067636184 75.571876187947055 leaf_count=201 12 1369 1501 internal_value=0 -0.00014747 3.83078e-05 internal_weight=0 30.3748 88.0711 internal_count=3083 1381 1702 is_linear=0 shrinkage=0.000400217 Tree=6529 num_leaves=3 num_cat=0 split_feature=39 1374 split_gain=3.0847 2.75587 threshold=-1.0000000180025095e-35 0.084750000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017233706470201251 0.00087058560076446877 -0.016810326413657147 leaf_weight=4.2323765459586857 111.20816960346929 3.6860407678614129 leaf_count=61 2915 88 internal_value=0 0.000287532 internal_weight=0 114.894 internal_count=3064 3003 is_linear=0 shrinkage=0.0204111 Tree=6530 num_leaves=3 num_cat=0 split_feature=31 474 split_gain=2.73757 2.375 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02115088621598691 -0.02576142380760987 -0.00070538175681811668 leaf_weight=2.2491351340722749 1.4860978666256404 115.34003730613404 leaf_count=84 122 2896 internal_value=0 -0.00104847 internal_weight=0 116.826 internal_count=3102 3018 is_linear=0 shrinkage=0.0204111 Tree=6531 num_leaves=4 num_cat=0 split_feature=1447 52 159 split_gain=3.0001 4.42794 0.978389 threshold=-0.086059999999999984 0.17160000000000003 -0.032069999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0067266373109339406 0.00040936854652567071 -0.016261213629409001 0.030848139199087694 leaf_weight=1.3690639904871207 108.52108797500841 6.9581350646549245 1.5151537534948136 leaf_count=78 2669 348 26 internal_value=0 -0.000609886 0.0200775 internal_weight=0 115.479 2.88422 internal_count=3121 3017 104 is_linear=0 shrinkage=0.0204111 Tree=6532 num_leaves=4 num_cat=0 split_feature=1456 13 13 split_gain=3.46499 2.51078 0.0738444 threshold=-1.0000000180025095e-35 -0.094744999999999982 -0.15462999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0067302581908878665 0.0058589662998369593 -0.0012563409435122738 -0.021488049399425502 leaf_weight=0.28225092613138292 26.390207297401503 93.636226264559809 3.0358811475580287 leaf_count=10 381 2424 289 internal_value=0 0.000312104 -0.0204934 internal_weight=0 120.026 3.31813 internal_count=3104 2805 299 is_linear=0 shrinkage=0.0204111 Tree=6533 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=3.00565 3.27382 threshold=-0.39874999999999999 0.12212000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044662721603294902 -4.4847772731926528e-05 0.0001627856620260737 leaf_weight=2.5999086515657828 103.04466753672205 13.67867272114381 leaf_count=113 2641 303 internal_value=0 -2.03828e-05 internal_weight=0 116.723 internal_count=3057 2944 is_linear=0 shrinkage=0.000400217 Tree=6534 num_leaves=3 num_cat=0 split_feature=44 49 split_gain=3.077 2.98125 threshold=1.0000000180025095e-35 -0.085934999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00013991606040426923 -0.00037760222917931441 5.0212292756205975e-05 leaf_weight=14.990235736535395 2.9847950575640416 105.4464666776712 leaf_count=198 55 2839 internal_value=0 2.64399e-05 internal_weight=0 120.437 internal_count=3092 3037 is_linear=0 shrinkage=0.000400217 Tree=6535 num_leaves=4 num_cat=0 split_feature=13 39 52 split_gain=2.59384 3.89914 3.21868 threshold=-0.10462499999999998 0.0047850000000000011 0.10178500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018684397929473044 -4.8586495403496666e-05 0.00017204921968706497 -0.00023694742762338152 leaf_weight=21.3773392381263 82.874960334698699 15.064280580460034 3.2152710456430205 leaf_count=261 2458 315 57 internal_value=0 -1.44922e-05 0.000130614 internal_weight=0 97.9392 24.5926 internal_count=3091 2773 318 is_linear=0 shrinkage=0.000400217 Tree=6536 num_leaves=4 num_cat=0 split_feature=123 158 3 split_gain=2.91886 4.68307 2.20987 threshold=1.0000000180025095e-35 0.085745000000000002 -0.0020499999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023951915690635843 0.015631199606589322 -0.017992614902126898 -0.00409936121979143 leaf_weight=102.81004998469689 8.1411162311851495 6.1125561205008117 3.2591262491769148 leaf_count=2563 180 294 87 internal_value=0 -0.000801064 0.0100056 internal_weight=0 108.923 11.4002 internal_count=3124 2857 267 is_linear=0 shrinkage=0.0204111 Tree=6537 num_leaves=4 num_cat=0 split_feature=151 43 48 split_gain=3.98772 3.01017 0.0632745 threshold=-0.29526499999999994 -0.07440999999999999 0.12450000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031976621228575682 0.00011816062203189295 -1.319908694616551e-05 -0.00051792057249751928 leaf_weight=1.4499332878040143 43.559066657573567 77.526650688005248 1.4276627959989125 leaf_count=55 1172 1817 23 internal_value=0 3.41214e-05 -0.000433792 internal_weight=0 121.086 2.8776 internal_count=3067 2989 78 is_linear=0 shrinkage=0.000400217 Tree=6538 num_leaves=3 num_cat=0 split_feature=1373 151 split_gain=2.72403 2.71452 threshold=0.099250000000000019 -0.52342999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023687205683069295 -0.023298951034553789 0.0011986750731733833 leaf_weight=1.7428048370347813 1.871747568307909 118.43918941765878 leaf_count=54 28 3027 internal_value=0 0.000816084 internal_weight=0 120.182 internal_count=3109 3081 is_linear=0 shrinkage=0.0204111 Tree=6539 num_leaves=4 num_cat=0 split_feature=132 41 0 split_gain=2.56933 4.01015 3.33245 threshold=0.08018500000000002 0.078385000000000024 -0.07087499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00082283490121249421 -0.0031772712089525876 -0.01893436672302555 0.017573091385620156 leaf_weight=101.4323156601331 5.9899057270522462 5.2512169269757569 6.7983926566666906 leaf_count=2662 212 99 107 internal_value=0 -0.00173324 0.00791062 internal_weight=0 106.684 12.7883 internal_count=3080 2761 319 is_linear=0 shrinkage=0.0204111 Tree=6540 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=2.7459 5.962 4.02245 threshold=-0.10643499999999999 -0.078644999999999979 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010076770298598032 -0.012254785606716369 0.00095980601461496061 -0.0071951199172530043 leaf_weight=21.627421843368214 17.45094030139262 74.74580517148388 7.4844260792669948 leaf_count=228 1324 1365 162 internal_value=0 -0.00155327 0.00562575 internal_weight=0 92.1967 29.1118 internal_count=3079 2689 390 is_linear=0 shrinkage=0.0204111 Tree=6541 num_leaves=4 num_cat=0 split_feature=1 0 453 split_gain=4.4441 6.71297 2.49983 threshold=1.0000000180025095e-35 -0.06951499999999998 0.091855000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015325119274029336 0.0028290481124069785 0.002651949451535001 -0.019651902103441851 leaf_weight=17.413781958586696 80.712297631835099 17.039256894568098 2.0038288409123188 leaf_count=1334 1461 248 28 internal_value=0 -0.00645451 0.00225861 internal_weight=0 34.453 82.7161 internal_count=3071 1582 1489 is_linear=0 shrinkage=0.0204111 Tree=6542 num_leaves=4 num_cat=0 split_feature=2 128 49 split_gain=2.62659 2.87191 0.0576346 threshold=0.153865 0.085185000000000025 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.1472264617183983e-06 0.00042972961938233693 -0.00041608705189018571 0.00026359500476800721 leaf_weight=113.11571104286486 1.4436933019896971 2.6654461052512479 1.6427869960170927 leaf_count=2791 34 221 65 internal_value=0 -1.40235e-05 0.000353627 internal_weight=0 115.781 3.08648 internal_count=3111 3012 99 is_linear=0 shrinkage=0.000400217 Tree=6543 num_leaves=4 num_cat=0 split_feature=41 132 2 split_gain=2.5841 3.20604 3.11432 threshold=0.078535000000000008 0.080815000000000012 -0.58149499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014148221044863883 -0.00036393427763455559 0.00013132417088334281 2.7970591556125311e-05 leaf_weight=0.12819463014602561 5.9947664979554229 3.1137933995341882 116.11057196047295 leaf_count=1 107 47 2957 internal_value=0 -0.00019509 2.50194e-05 internal_weight=0 9.10856 116.239 internal_count=3112 154 2958 is_linear=0 shrinkage=0.000400217 Tree=6544 num_leaves=4 num_cat=0 split_feature=12 49 49 split_gain=2.92909 5.4806 5.4554 threshold=0.085295000000000024 -0.085934999999999984 -0.21083999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015047313185613804 0.015558591784989554 0.0034522609562422325 -0.0074985831438012327 leaf_weight=7.2808549142355323 4.6956862666702355 68.379562367748804 38.911647349181294 leaf_count=105 37 1158 1804 internal_value=0 0.00165243 -0.00498227 internal_weight=0 75.6604 43.6073 internal_count=3104 1263 1841 is_linear=0 shrinkage=0.0204111 Tree=6545 num_leaves=4 num_cat=0 split_feature=403 48 15 split_gain=2.58031 2.77357 1.88712 threshold=-0.088654999999999984 0.086950000000000013 -0.15097999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033738276113055502 4.8936411001183493e-05 -9.2502654604786314e-05 -0.00043163249083237354 leaf_weight=0.51748035807395387 88.254398554672662 29.551087139101583 3.2358987495827014 leaf_count=19 2233 467 388 internal_value=0 1.34028e-05 -0.000318906 internal_weight=0 117.805 3.75338 internal_count=3107 2700 407 is_linear=0 shrinkage=0.000400217 Tree=6546 num_leaves=3 num_cat=0 split_feature=3 42 split_gain=3.39634 2.745 threshold=-0.48702499999999999 0.084050000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051424252597594979 3.256619020889397e-05 -0.00010746457038837859 leaf_weight=2.0123076447052872 86.70343052420867 30.118892081478407 leaf_count=29 1697 1365 internal_value=0 -3.60458e-06 internal_weight=0 116.822 internal_count=3091 3062 is_linear=0 shrinkage=0.000400217 Tree=6547 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=2.49465 4.41127 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.1246991641201461e-05 0.015560102824423754 -0.023039531697633071 leaf_weight=112.69573353894157 3.919992209179326 3.4796379886101922 leaf_count=2958 63 39 internal_value=0 -0.000771004 internal_weight=0 116.175 internal_count=3060 2997 is_linear=0 shrinkage=0.0204111 Tree=6548 num_leaves=3 num_cat=0 split_feature=51 41 split_gain=2.97312 2.61248 threshold=-0.40548499999999993 0.078385000000000024 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041959525070733671 4.7792238393992405e-05 -0.00018100030535306438 leaf_weight=2.2683785550252642 115.43960829311982 8.4786425103666243 leaf_count=108 2846 157 internal_value=0 3.19887e-05 internal_weight=0 123.918 internal_count=3111 3003 is_linear=0 shrinkage=0.000400217 Tree=6549 num_leaves=3 num_cat=0 split_feature=1375 156 split_gain=4.17137 2.15134 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028600682805784913 -0.020500131102201856 0.0012775066455755213 leaf_weight=1.913836345571325 1.8085233497222351 119.03750733261768 leaf_count=18 157 2960 internal_value=0 0.000932918 internal_weight=0 120.846 internal_count=3135 3117 is_linear=0 shrinkage=0.0204111 Tree=6550 num_leaves=4 num_cat=0 split_feature=43 1 13 split_gain=3.38845 4.27157 2.873 threshold=-0.27157999999999993 0.13662500000000002 0.16421000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.02402918072196282 -0.0033984847325556912 0.013447040387513855 0.0013390165332427342 leaf_weight=3.7172348268795741 98.15246888146612 6.5891803974518544 5.953835660853656 leaf_count=31 2776 173 118 internal_value=0 -0.00232552 0.0102356 internal_weight=0 104.742 9.67107 internal_count=3098 2949 149 is_linear=0 shrinkage=0.0204111 Tree=6551 num_leaves=4 num_cat=0 split_feature=49 149 15 split_gain=4.00888 5.29063 4.69601 threshold=-0.085934999999999984 1.0000000180025095e-35 0.10097000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016041993714493011 0.0032014046440446459 0.0096223601070019402 -0.023389825603868666 leaf_weight=11.207269404389079 102.35440726355955 4.6635582152521229 2.7326928318943819 leaf_count=148 2642 60 250 internal_value=0 -0.00848608 0.00248577 internal_weight=0 15.8708 105.087 internal_count=3100 208 2892 is_linear=0 shrinkage=0.0204111 Tree=6552 num_leaves=4 num_cat=0 split_feature=1447 483 1443 split_gain=2.53364 2.70413 1.45659 threshold=-0.086059999999999984 0.080590000000000009 0.088930000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.5456020319222924e-05 2.0314419573095636e-05 -0.00024468574778998517 0.00063257800982788163 leaf_weight=1.5714475491331534 116.72545470050318 6.39959698963139 1.5177852314081972 leaf_count=98 2724 307 9 internal_value=0 6.33087e-06 0.000366989 internal_weight=0 123.125 3.08923 internal_count=3138 3031 107 is_linear=0 shrinkage=0.000400217 Tree=6553 num_leaves=4 num_cat=0 split_feature=2 40 15 split_gain=3.78744 5.6185 3.95985 threshold=0.092120000000000021 1.0000000180025095e-35 0.15110000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012170437006156752 7.5063710826816471e-05 0.00042766042216542041 -0.00035576401553084013 leaf_weight=53.861900323059672 59.877691278734346 3.0477636341820462 3.5133171472407403 leaf_count=1822 1164 34 63 internal_value=0 -9.15015e-05 5.06008e-05 internal_weight=0 56.9097 63.391 internal_count=3083 1856 1227 is_linear=0 shrinkage=0.000400217 Tree=6554 num_leaves=4 num_cat=0 split_feature=2 457 16 split_gain=3.04083 3.46418 0.554768 threshold=0.14780500000000005 0.082335000000000005 0.10274500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4131397476544666e-05 0.00037017970386537342 0.00012946319767609182 8.7366740202752245e-05 leaf_weight=96.137517296900114 3.6241054113488635 19.748512993261102 1.7022051980020476 leaf_count=2704 107 246 30 internal_value=0 -2.27497e-05 0.000283457 internal_weight=0 115.886 5.32631 internal_count=3087 2950 137 is_linear=0 shrinkage=0.000400217 Tree=6555 num_leaves=4 num_cat=0 split_feature=42 156 133 split_gain=2.82605 4.49276 2.63944 threshold=-1.0000000180025095e-35 0.050840000000000003 -0.25351499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013821440898319551 -0.02433085033468602 0.011305464285946195 0.0018809782746288207 leaf_weight=12.08457651694698 1.514505316823487 3.8231138534320044 101.43240785120724 leaf_count=766 57 78 2162 internal_value=0 -0.00774585 0.00146935 internal_weight=0 15.9077 102.947 internal_count=3063 844 2219 is_linear=0 shrinkage=0.0204111 Tree=6556 num_leaves=3 num_cat=0 split_feature=1365 0 split_gain=2.59869 3.19719 threshold=1.0000000180025095e-35 -0.23031999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00017340806700703474 -0.00041996533004978243 -2.760376913652206e-05 leaf_weight=14.333624504506586 2.3314421841350841 103.24131156564545 leaf_count=107 56 2940 internal_value=0 -2.95664e-06 internal_weight=0 117.575 internal_count=3103 3047 is_linear=0 shrinkage=0.000400217 Tree=6557 num_leaves=4 num_cat=0 split_feature=2 50 1 split_gain=3.49469 3.71792 1.84096 threshold=0.14059000000000002 0.086500000000000007 0.11779500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7888718193554251e-06 -3.8478907341232841e-05 -0.00028675831709486948 0.00038363206562513945 leaf_weight=107.38234630288571 2.3791241409999193 8.0645190988725499 5.185625887097558 leaf_count=2410 45 512 145 internal_value=0 -2.6605e-05 0.000252253 internal_weight=0 115.447 7.56475 internal_count=3112 2922 190 is_linear=0 shrinkage=0.000400217 Tree=6558 num_leaves=3 num_cat=0 split_feature=156 16 split_gain=2.4373 2.47366 threshold=-1.0000000180025095e-35 -0.008179999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02060760732255348 -0.00091801285883766663 0.0050122994302240357 leaf_weight=1.9772905971421995 68.098680389030051 51.287671721718652 leaf_count=161 1970 986 internal_value=0 0.00163192 internal_weight=0 119.386 internal_count=3117 2956 is_linear=0 shrinkage=0.0204111 Tree=6559 num_leaves=4 num_cat=0 split_feature=49 43 15 split_gain=2.76457 7.09261 4.17786 threshold=-0.085934999999999984 -0.099214999999999984 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034014645488553158 4.038211679713338e-05 -0.00031963864263571972 -0.00046295417558940983 leaf_weight=3.3431640352646346 104.35977616562377 10.664675807813181 2.5982720933461669 leaf_count=37 2680 164 228 internal_value=0 -0.000160723 2.76835e-05 internal_weight=0 14.0078 106.958 internal_count=3109 201 2908 is_linear=0 shrinkage=0.000400217 Tree=6560 num_leaves=4 num_cat=0 split_feature=128 133 2 split_gain=2.82987 2.54223 0.493447 threshold=0.081680000000000016 0.10635000000000001 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5652584519532634e-05 -0.00045189565134361339 -0.00029261494715942762 -2.1242391817416509e-05 leaf_weight=115.90626849811815 2.3824604141391315 4.0525488194853088 0.52771013951860357 leaf_count=2539 202 381 25 internal_value=0 1.46378e-05 -0.000377484 internal_weight=0 119.959 2.91017 internal_count=3147 2920 227 is_linear=0 shrinkage=0.000400217 Tree=6561 num_leaves=4 num_cat=0 split_feature=42 4 52 split_gain=2.60931 4.99235 3.91483 threshold=0.086665000000000006 0.078925000000000009 -0.11227499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018301079133387532 -0.00026096480075979894 8.6613817667794833e-05 6.029864121898905e-05 leaf_weight=12.02273906200571 15.273167799548903 11.540205787576268 83.318254597072155 leaf_count=384 917 230 1606 internal_value=0 -0.000111632 2.9438e-05 internal_weight=0 26.8134 95.341 internal_count=3137 1147 1990 is_linear=0 shrinkage=0.000400217 Tree=6562 num_leaves=4 num_cat=0 split_feature=157 43 148 split_gain=3.69243 2.83008 0.94398 threshold=-0.083944999999999978 -0.053524999999999996 -0.085244999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.036642408523527e-05 0.0043438371581018811 -0.002235446138691431 -0.021438480312765271 leaf_weight=1.0638167317956684 43.563081020321988 72.263085755981592 4.1481275873302357 leaf_count=17 1210 1645 227 internal_value=0 0.000240876 -0.0171435 internal_weight=0 115.826 5.21194 internal_count=3099 2855 244 is_linear=0 shrinkage=0.0204111 Tree=6563 num_leaves=4 num_cat=0 split_feature=1 49 148 split_gain=3.57218 4.81051 2.47425 threshold=0.10384000000000002 -0.085934999999999984 -0.080629999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016321809797578715 -0.012337498761193048 -0.00066947837791902381 0.0064205775003437528 leaf_weight=9.1415645990782632 3.0758525021374217 70.624166025852901 37.271540418805671 leaf_count=123 36 2269 667 internal_value=0 -0.00248368 0.00496038 internal_weight=0 79.7657 40.3474 internal_count=3095 2392 703 is_linear=0 shrinkage=0.0204111 Tree=6564 num_leaves=3 num_cat=0 split_feature=38 1374 split_gain=3.09834 3.15978 threshold=1.0000000180025095e-35 -0.094679999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00036585366600819377 -0.00028922543573323291 3.2406022959452537e-05 leaf_weight=3.168985864147543 5.2570320614613584 116.61445842571084 leaf_count=51 71 2971 internal_value=0 2.15379e-05 internal_weight=0 119.783 internal_count=3093 3022 is_linear=0 shrinkage=0.000400217 Tree=6565 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.7446 3.58759 threshold=-0.14941999999999997 -0.079274999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017520190481287189 -0.019903969053744565 -0.00034832779087053594 leaf_weight=3.3113602109078775 3.9353114457626353 113.99060274649491 leaf_count=38 167 2905 internal_value=0 -0.00101918 internal_weight=0 117.926 internal_count=3110 3072 is_linear=0 shrinkage=0.0204111 Tree=6566 num_leaves=4 num_cat=0 split_feature=15 0 2 split_gain=3.03966 3.74699 3.21084 threshold=-0.095604999999999982 -0.10783 0.094985000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013141084482766812 0.0074324992720412753 -0.0014716209934318178 -2.2492258378457529e-05 leaf_weight=13.94688087400573 29.436905664158985 58.926129301224137 17.384746375289978 leaf_count=325 290 2120 327 internal_value=0 0.00150031 -0.00588807 internal_weight=0 88.363 31.3316 internal_count=3062 2410 652 is_linear=0 shrinkage=0.0204111 Tree=6567 num_leaves=4 num_cat=0 split_feature=2 14 4 split_gain=2.34238 3.00341 0.614032 threshold=0.14780500000000005 0.077685000000000018 0.065755000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2607304337829058e-05 0.00038145879728264121 -0.00044280419421141804 7.9062489115927118e-05 leaf_weight=113.43875536755695 3.2417469783395054 2.2559280668938291 1.6868283621151929 leaf_count=2871 60 89 71 internal_value=0 3.30771e-06 0.000282017 internal_weight=0 115.695 4.92858 internal_count=3091 2960 131 is_linear=0 shrinkage=0.000400217 Tree=6568 num_leaves=3 num_cat=0 split_feature=4 480 split_gain=3.01033 3.35806 threshold=0.51074000000000008 0.086640000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00057822477436672277 0.021487013897617695 -0.022153961813866065 leaf_weight=114.54711666824733 2.6799314781092098 2.6608131531684185 leaf_count=2770 145 188 internal_value=0 4.15159e-05 internal_weight=0 117.208 internal_count=3103 2958 is_linear=0 shrinkage=0.0204111 Tree=6569 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=2.83369 4.41689 3.649 threshold=0.094405000000000003 -0.15464999999999998 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012072091464199636 0.00016265099746184107 -0.00010654575439002381 -5.736683326819545e-05 leaf_weight=18.977457307875738 32.761514569399878 48.429812420548842 19.009578695491655 leaf_count=163 677 1987 252 internal_value=0 -4.24683e-05 8.19143e-05 internal_weight=0 67.4073 51.7711 internal_count=3079 2150 929 is_linear=0 shrinkage=0.000400217 Tree=6570 num_leaves=3 num_cat=0 split_feature=47 50 split_gain=3.61462 3.36569 threshold=0.13206500000000002 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.7813594472747483e-05 -0.0003453679521715718 -0.00029026092920712067 leaf_weight=109.26124547781001 4.5986695768224299 5.4896579499454665 leaf_count=2652 65 341 internal_value=0 1.23289e-05 internal_weight=0 114.751 internal_count=3058 2993 is_linear=0 shrinkage=0.000400217 Tree=6571 num_leaves=4 num_cat=0 split_feature=1 0 156 split_gain=5.15784 8.15719 3.0126 threshold=1.0000000180025095e-35 -0.083574999999999997 0.090135000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018444831103996199 0.0040040729305199094 0.0011728289340725805 -0.010335744029878796 leaf_weight=14.07243580056638 76.977379126037704 23.361521174279915 6.5217439044936318 leaf_count=826 1288 756 204 internal_value=0 -0.00623499 0.00287171 internal_weight=0 37.434 83.4991 internal_count=3074 1582 1492 is_linear=0 shrinkage=0.0204111 Tree=6572 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=2.86913 3.2441 threshold=0.51367000000000018 0.27266500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00031668741124414921 0.025030805645323121 -0.023139611604044305 leaf_weight=116.46873800025423 1.7032451983541239 2.541932545733288 leaf_count=3023 8 49 internal_value=0 -0.000825451 internal_weight=0 119.011 internal_count=3080 3072 is_linear=0 shrinkage=0.0204111 Tree=6573 num_leaves=4 num_cat=0 split_feature=12 147 1 split_gain=2.55666 2.80204 2.75986 threshold=0.11498000000000001 -1.0000000180025095e-35 0.13695500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02497269885281268 -0.024493266969580409 0.0013778794417515857 0.0097070148172866133 leaf_weight=1.5947332839423314 3.1972887588981385 113.22568625616441 1.326405707397498 leaf_count=27 121 2890 32 internal_value=0 0.000987926 -0.0144731 internal_weight=0 114.82 4.52369 internal_count=3070 2917 153 is_linear=0 shrinkage=0.0204111 Tree=6574 num_leaves=4 num_cat=0 split_feature=3 403 47 split_gain=3.01948 3.67655 3.28645 threshold=-0.10075499999999998 -1.0000000180025095e-35 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024167801862351799 -0.019183890043753642 -0.00069670498369337429 0.019352967088408671 leaf_weight=23.837969145177343 4.6228121198655563 84.019703682984982 5.8702153917547539 leaf_count=386 647 1991 48 internal_value=0 -0.00168382 0.0058234 internal_weight=0 88.6425 29.7082 internal_count=3072 2638 434 is_linear=0 shrinkage=0.0204111 Tree=6575 num_leaves=4 num_cat=0 split_feature=43 43 52 split_gain=4.31371 4.3568 3.02801 threshold=-0.063379999999999978 -0.078969999999999985 0.64160000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004157759992914951 -0.0049979892482292761 0.016011459391138592 0.022354661946159367 leaf_weight=36.494346059000236 72.057103404920781 9.2709695088342396 1.6174840423627745 leaf_count=1045 1703 319 6 internal_value=0 0.00360646 -0.00436447 internal_weight=0 45.7653 73.6746 internal_count=3073 1364 1709 is_linear=0 shrinkage=0.0204111 Tree=6576 num_leaves=4 num_cat=0 split_feature=52 13 12 split_gain=4.11913 3.12811 1.11555 threshold=-0.32783999999999996 -0.5318799999999998 -0.08262499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0090360238296784204 -0.018667415872256479 0.0017898868503704421 -0.021478740668271296 leaf_weight=0.50241984853346355 3.0904665139387353 113.18118511138346 4.1824200809060121 leaf_count=7 33 2742 308 internal_value=0 0.0012287 -0.0180717 internal_weight=0 116.272 4.68484 internal_count=3090 2775 315 is_linear=0 shrinkage=0.0204111 Tree=6577 num_leaves=4 num_cat=0 split_feature=156 14 475 split_gain=2.68919 2.61793 0.254836 threshold=0.11896500000000002 0.073890000000000011 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.811664037557061e-05 -0.00025503523094665273 -0.00032436457224234672 -0.00065211541194759711 leaf_weight=116.91040709004665 0.69101245437923353 3.1696056016880894 0.78007390580023528 leaf_count=2901 59 107 40 internal_value=0 2.82554e-05 -0.000496826 internal_weight=0 120.08 1.47109 internal_count=3107 3008 99 is_linear=0 shrinkage=0.000400217 Tree=6578 num_leaves=4 num_cat=0 split_feature=1 13 33 split_gain=4.97057 5.18256 4.30033 threshold=0.088975000000000012 0.077550000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018101259193690136 -0.00050618650044077459 0.00011091518474817099 7.111820223181214e-05 leaf_weight=40.371062762873407 2.0235140039585522 12.742858850446281 65.001510316433269 leaf_count=1694 30 190 1177 internal_value=0 -0.000110889 5.2874e-05 internal_weight=0 53.1139 67.025 internal_count=3091 1884 1207 is_linear=0 shrinkage=0.000400217 Tree=6579 num_leaves=4 num_cat=0 split_feature=150 15 49 split_gain=3.19504 5.87543 4.00603 threshold=0.082085000000000019 -0.031974999999999996 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025193504577933969 0.0002217331788971674 -0.00022464512303887739 3.4079977939184935e-06 leaf_weight=11.109310958054264 21.969157350293248 5.910774312040302 80.010665247600627 leaf_count=247 267 136 2446 internal_value=0 0.000126577 -2.79943e-05 internal_weight=0 27.8799 91.12 internal_count=3096 403 2693 is_linear=0 shrinkage=0.000400217 Tree=6580 num_leaves=4 num_cat=0 split_feature=41 52 2 split_gain=2.62847 2.6247 0.12932 threshold=0.087145000000000014 -0.088159999999999988 0.10089500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0058987036575422229 -0.02205578081953067 0.001544078204198463 -0.011889972886182192 leaf_weight=25.208879671212344 1.8959276536770624 89.445024586413638 1.4229683785233644 leaf_count=676 52 2310 41 internal_value=0 -9.65197e-05 -0.0182275 internal_weight=0 114.654 3.3189 internal_count=3079 2986 93 is_linear=0 shrinkage=0.0204111 Tree=6581 num_leaves=4 num_cat=0 split_feature=160 376 148 split_gain=2.63584 2.99806 2.66401 threshold=-0.20907999999999996 0.088415000000000007 0.087215000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036874951140627196 2.004205069396734e-06 0.00036277969980836683 0.00036560955896299506 leaf_weight=5.0289081140781482 112.07512766118452 3.7030948613828505 0.84230156429111946 leaf_count=341 2687 63 4 internal_value=0 1.38827e-05 -0.000258526 internal_weight=0 115.778 5.87121 internal_count=3095 2750 345 is_linear=0 shrinkage=0.000400217 Tree=6582 num_leaves=4 num_cat=0 split_feature=41 2 132 split_gain=3.06251 3.02408 2.97124 threshold=1.0000000180025095e-35 -0.58149499999999998 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014120737643618403 -0.00037993332429197315 8.6892208319125175e-06 0.00012065885656817413 leaf_weight=0.12852701544761558 6.4265545465023006 108.5266771526276 2.6135149715119042 leaf_count=1 116 2927 59 internal_value=0 5.55672e-06 -0.000235505 internal_weight=0 108.655 9.04007 internal_count=3103 2928 175 is_linear=0 shrinkage=0.000400217 Tree=6583 num_leaves=3 num_cat=0 split_feature=1374 158 split_gain=3.12058 2.5915 threshold=-0.094679999999999986 0.11015500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018788124001837648 0.0011566965082231834 -0.021325546093261847 leaf_weight=3.3937154579907647 117.54458209765835 2.063672104250144 leaf_count=52 2929 134 internal_value=0 0.000749215 internal_weight=0 119.608 internal_count=3115 3063 is_linear=0 shrinkage=0.0204111 Tree=6584 num_leaves=4 num_cat=0 split_feature=12 38 124 split_gain=2.79083 2.98659 2.53565 threshold=0.099610000000000018 0.10386000000000002 0.11158000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015149407931707606 -0.012131049326883223 -0.019187644983781491 0.018500408942083196 leaf_weight=104.35761984925193 11.404537771923058 2.8743343132882719 1.1481731347739685 leaf_count=2630 437 41 5 internal_value=0 0.000940576 -0.00919046 internal_weight=0 107.232 12.5527 internal_count=3113 2671 442 is_linear=0 shrinkage=0.0204111 Tree=6585 num_leaves=4 num_cat=0 split_feature=14 13 3 split_gain=2.92787 3.23789 1.01286 threshold=0.077685000000000018 -0.15325499999999995 0.079790000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0094868088020260456 -0.031795735103821395 -0.00012507618555719144 -0.0040157186955509126 leaf_weight=17.16995889187092 1.3779949500531068 94.096004527113109 0.92116293066646893 leaf_count=196 78 2806 18 internal_value=0 0.00136622 -0.021369 internal_weight=0 111.266 2.29916 internal_count=3098 3002 96 is_linear=0 shrinkage=0.0204111 Tree=6586 num_leaves=3 num_cat=0 split_feature=33 2 split_gain=3.13694 2.38849 threshold=-1.0000000180025095e-35 0.14780500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020679962031662499 0.00073171071398510747 0.014733452653712611 leaf_weight=2.6403367028105995 112.42622730726725 5.2045869314752045 leaf_count=40 2926 133 internal_value=0 0.00136464 internal_weight=0 117.631 internal_count=3099 3059 is_linear=0 shrinkage=0.0204111 Tree=6587 num_leaves=4 num_cat=0 split_feature=130 457 2 split_gain=2.36664 2.36469 1.33313 threshold=-0.083084999999999992 -0.0024349999999999997 0.10167500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049052038123015501 -0.00017231896959320913 2.5706186809121138e-05 2.5034201597798518e-05 leaf_weight=2.3229080945311575 10.521876113838514 105.25299781989816 1.1833296564873306 leaf_count=84 256 2738 35 internal_value=0 7.56012e-06 -0.000321134 internal_weight=0 115.775 3.50624 internal_count=3113 2994 119 is_linear=0 shrinkage=0.000400217 Tree=6588 num_leaves=4 num_cat=0 split_feature=12 52 474 split_gain=2.91509 5.31888 3.74178 threshold=0.085295000000000024 0.11379500000000002 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.1651424060696941e-05 -2.5652336125140787e-05 -0.00047541204088647068 0.00028867064898217826 leaf_weight=64.30130590371482 40.884928322055202 4.5854396891627394 9.5622028456418757 leaf_count=1030 1507 370 152 internal_value=0 -7.20645e-05 5.66037e-05 internal_weight=0 45.4704 73.8635 internal_count=3059 1877 1182 is_linear=0 shrinkage=0.000400217 Tree=6589 num_leaves=4 num_cat=0 split_feature=1 13 146 split_gain=3.44214 4.20441 2.29794 threshold=0.11584000000000001 0.17936000000000002 0.085665000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7984060226138627e-06 0.00020440388995157909 -0.0003920255838221742 -0.00025612119622832227 leaf_weight=96.367058961301154 20.443323156097907 4.247392837816732 1.8008618236053724 leaf_count=2555 435 129 15 internal_value=0 -7.58133e-06 0.000166024 internal_weight=0 100.614 22.2442 internal_count=3134 2684 450 is_linear=0 shrinkage=0.000400217 Tree=6590 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=3.32424 9.54315 3.69616 threshold=0.085880000000000026 0.0020050000000000003 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025385658141074036 -0.00022834414032297604 0.00011106689948554887 8.3298190745607082e-05 leaf_weight=24.057825081372357 6.5786578241386442 21.767451688392612 68.908887329947902 leaf_count=1298 153 446 1189 internal_value=0 -8.06662e-05 5.58409e-05 internal_weight=0 45.8253 75.4875 internal_count=3086 1744 1342 is_linear=0 shrinkage=0.000400217 Tree=6591 num_leaves=3 num_cat=0 split_feature=1375 51 split_gain=2.9857 2.77963 threshold=-0.43271999999999994 -0.40548499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051300143672983352 -0.00041685002177291758 1.4578229103236491e-05 leaf_weight=1.6909675870410854 2.3294211723841718 118.1813516627335 leaf_count=16 118 2943 internal_value=0 5.85971e-06 internal_weight=0 120.511 internal_count=3077 3061 is_linear=0 shrinkage=0.000400217 Tree=6592 num_leaves=4 num_cat=0 split_feature=4 448 40 split_gain=3.59175 2.68955 1.82262 threshold=-0.49977499999999991 -0.083114999999999981 -0.012844999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00085719045871822895 -0.017604423347833582 0.0027724668533952146 -0.022925296536246666 leaf_weight=2.1060123397037387 2.6555106367450199 110.59852803872127 3.5534185448777853 leaf_count=21 45 2918 116 internal_value=0 0.00227777 -0.0142303 internal_weight=0 113.254 5.65943 internal_count=3100 2963 137 is_linear=0 shrinkage=0.0204111 Tree=6593 num_leaves=4 num_cat=0 split_feature=160 456 148 split_gain=2.87609 3.13071 2.70378 threshold=-0.20907999999999996 0.087055000000000007 0.087215000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003728971832341438 4.3432619352379211e-05 -0.00029968391017438884 0.00035683576704473188 leaf_weight=4.8775416864609715 111.79188546785008 4.3169606495066537 0.8791584763675927 leaf_count=329 2556 151 5 internal_value=0 3.0399e-05 -0.000256771 internal_weight=0 116.109 5.7567 internal_count=3041 2707 334 is_linear=0 shrinkage=0.000400217 Tree=6594 num_leaves=4 num_cat=0 split_feature=484 150 42 split_gain=3.20927 2.3769 2.31687 threshold=-1.0000000180025095e-35 0.094545000000000018 -0.40652499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01901266410849799 -0.028922525046144135 0.0099490615886917051 0.0011570625803270318 leaf_weight=5.6657640503399298 0.96500560641288657 1.4080511117354033 114.11752563715709 leaf_count=470 6 21 2583 internal_value=0 -0.0131826 0.000876968 internal_weight=0 7.07382 115.083 internal_count=3080 491 2589 is_linear=0 shrinkage=0.0204111 Tree=6595 num_leaves=4 num_cat=0 split_feature=158 1 128 split_gain=2.58027 3.48374 2.58118 threshold=0.084965000000000027 0.10203000000000002 0.081680000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00070244484587908107 -0.021721651590132989 0.0059800017126349532 -0.020785627504197702 leaf_weight=110.67220335670208 5.0747004634540636 2.9137489625427406 2.2669847384458981 leaf_count=2587 245 112 198 internal_value=0 -0.0116746 0.000250964 internal_weight=0 7.98845 112.939 internal_count=3142 357 2785 is_linear=0 shrinkage=0.0204111 Tree=6596 num_leaves=4 num_cat=0 split_feature=4 33 40 split_gain=2.93804 2.60278 1.77735 threshold=-0.49977499999999991 -1.0000000180025095e-35 -0.012844999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00072766904273718447 -0.018699723091320772 0.00089739086611993681 -0.023249861954872518 leaf_weight=1.9906475841999052 2.7836321215145281 113.34454848022688 3.5024579693563274 leaf_count=18 45 2934 115 internal_value=0 0.000410081 -0.0147197 internal_weight=0 116.128 5.49311 internal_count=3112 2979 133 is_linear=0 shrinkage=0.0204111 Tree=6597 num_leaves=4 num_cat=0 split_feature=52 52 160 split_gain=2.67984 3.89608 3.24763 threshold=-0.048794999999999991 -0.0064899999999999992 -0.026489999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002526191065649958 -0.00028571279041493281 -2.4909718528576614e-06 1.6795621109869026e-05 leaf_weight=13.367239888037146 8.6707221324359107 68.14657768674806 30.619733192244894 leaf_count=190 251 1885 753 internal_value=0 -3.48288e-05 8.89197e-05 internal_weight=0 76.8173 43.987 internal_count=3079 2136 943 is_linear=0 shrinkage=0.000400217 Tree=6598 num_leaves=4 num_cat=0 split_feature=403 456 1 split_gain=3.57208 2.49644 2.20101 threshold=-1.0000000180025095e-35 0.084065000000000015 0.080270000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022179128918155006 0.0016503524018648308 -0.012987950923484953 -0.00067427466452654782 leaf_weight=4.57870254492809 101.3824047570215 4.9860173069755538 3.4472217433794867 leaf_count=548 2128 179 182 internal_value=0 0.000951247 -0.0130789 internal_weight=0 106.368 8.02592 internal_count=3037 2307 730 is_linear=0 shrinkage=0.0204111 Tree=6599 num_leaves=4 num_cat=0 split_feature=3 0 42 split_gain=2.68549 4.51379 2.97713 threshold=-0.097724999999999992 -0.11045499999999998 0.095150000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017076677176067743 8.0506966164702908e-05 -9.8944897415931789e-05 -0.00017231817407779143 leaf_weight=26.95577800831234 41.773439140160917 48.279288123443621 4.6711151427880386 leaf_count=392 438 2199 66 internal_value=0 -1.57046e-05 0.000119666 internal_weight=0 90.0527 31.6269 internal_count=3095 2637 458 is_linear=0 shrinkage=0.000400217 Tree=6600 num_leaves=4 num_cat=0 split_feature=403 2 2 split_gain=2.34315 2.37318 0.831691 threshold=0.090530000000000013 -0.58149499999999998 0.12469000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011401667135616256 -0.00040861370159798522 2.0656021412851771e-05 0.00011625765362698178 leaf_weight=0.17082675732672115 2.7080067351489556 117.88806076618494 0.53191426620469417 leaf_count=3 239 2833 22 internal_value=0 1.78976e-05 -0.000321438 internal_weight=0 118.059 3.23992 internal_count=3097 2836 261 is_linear=0 shrinkage=0.000400217 Tree=6601 num_leaves=4 num_cat=0 split_feature=131 40 158 split_gain=3.31412 4.01594 3.07413 threshold=0.088865000000000013 -1.0000000180025095e-35 0.085745000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014114805006811943 0.014240794955635945 -0.018710954265870487 -0.014468140747112408 leaf_weight=103.95562125666038 1.8504671311238778 7.3913541994843381 5.2277756963085258 leaf_count=2377 40 405 241 internal_value=0 -0.0120216 0.00063711 internal_weight=0 9.24182 109.183 internal_count=3063 445 2618 is_linear=0 shrinkage=0.0204111 Tree=6602 num_leaves=4 num_cat=0 split_feature=42 1 160 split_gain=3.56264 5.17299 4.08837 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.09712999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022684033139364894 -0.012175246241137069 0.0019533003942565647 0.0035023775633925293 leaf_weight=6.0130827586654041 7.3581352816563586 8.4085413087450416 96.197233614464494 leaf_count=596 369 236 1886 internal_value=0 -0.00841483 0.00237646 internal_weight=0 14.4216 103.555 internal_count=3087 832 2255 is_linear=0 shrinkage=0.0204111 Tree=6603 num_leaves=4 num_cat=0 split_feature=0 41 2 split_gain=3.00599 3.83905 3.03125 threshold=-0.0013399999999999998 0.077550000000000022 0.10836000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.7836680277455602e-06 5.8210499163010933e-05 -0.00028659560575839251 0.00040414390877892552 leaf_weight=92.520041185936861 15.109220400277993 7.6297156919608815 5.4596365163306464 leaf_count=2626 222 135 94 internal_value=0 -1.5862e-05 0.000151723 internal_weight=0 100.15 20.5689 internal_count=3077 2761 316 is_linear=0 shrinkage=0.000400217 Tree=6604 num_leaves=3 num_cat=0 split_feature=1444 151 split_gain=2.792 2.76271 threshold=-0.084559999999999982 -0.084129999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00049643605230771225 -0.00015165193940576971 2.9529145299213648e-05 leaf_weight=1.772697100881486 15.441890476045954 101.01459847641672 leaf_count=30 321 2719 internal_value=0 5.38232e-06 internal_weight=0 116.456 internal_count=3070 3040 is_linear=0 shrinkage=0.000400217 Tree=6605 num_leaves=4 num_cat=0 split_feature=47 4 0 split_gain=3.26124 7.96062 4.56556 threshold=0.086425000000000016 -0.018964999999999999 -0.23031999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013650727379302199 0.012292603957187377 -0.013873425461208459 0.0005041042673424674 leaf_weight=12.503688168828374 6.7283008192025617 16.561964624837856 86.288335693057888 leaf_count=83 103 284 2586 internal_value=0 -0.0062917 0.00218159 internal_weight=0 23.2903 98.792 internal_count=3056 387 2669 is_linear=0 shrinkage=0.0204111 Tree=6606 num_leaves=4 num_cat=0 split_feature=43 33 15 split_gain=3.25051 2.6097 0.699086 threshold=0.17193000000000003 -1.0000000180025095e-35 -0.25766499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020023035523081014 0.0033246593583261892 0.00010543318151497405 -0.024883405588604801 leaf_weight=2.6373332936782381 0.39301790297031436 112.08336659976339 2.6789324046676475 leaf_count=45 14 2824 209 internal_value=0 -0.000376376 -0.0212845 internal_weight=0 114.721 3.07195 internal_count=3092 2869 223 is_linear=0 shrinkage=0.0204111 Tree=6607 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=2.34328 3.40497 threshold=-0.080134999999999984 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020797177181954569 0.00015505129738270428 -0.024673112092153685 leaf_weight=2.1143959872424594 115.3470207176324 2.2360659639598444 leaf_count=15 3020 100 internal_value=0 -0.000340127 internal_weight=0 117.583 internal_count=3135 3120 is_linear=0 shrinkage=0.0204111 Tree=6608 num_leaves=4 num_cat=0 split_feature=2 1443 13 split_gain=3.65558 4.10589 2.89693 threshold=0.092120000000000021 0.088930000000000023 -0.089674999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010460592647492349 0.00018923486456981216 0.00051327190104146479 -3.9981168982019901e-07 leaf_weight=53.798855172553885 18.352614676317899 1.6697900009021385 42.837959496187977 leaf_count=1790 254 26 998 internal_value=0 -8.50092e-05 5.67182e-05 internal_weight=0 55.4686 61.1906 internal_count=3068 1816 1252 is_linear=0 shrinkage=0.000400217 Tree=6609 num_leaves=4 num_cat=0 split_feature=52 376 124 split_gain=3.19586 2.52676 1.07249 threshold=-0.40306999999999998 0.048375000000000008 -0.061329999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0097423450939328367 0.00010363096161862557 0.012135696660402108 -0.020801760619271727 leaf_weight=0.48175034101586778 108.88376404075643 7.6798907056509043 3.6662821715435703 leaf_count=6 2622 147 317 internal_value=0 0.000907259 -0.0170916 internal_weight=0 116.564 4.14803 internal_count=3092 2769 323 is_linear=0 shrinkage=0.0204111 Tree=6610 num_leaves=4 num_cat=0 split_feature=48 9 3 split_gain=2.54181 3.15147 2.99004 threshold=-0.065059999999999993 0.082325000000000023 -0.12077499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023871820081850736 -0.00026944594358689974 -0.015984294099451117 0.0014391912525731692 leaf_weight=3.6897007650695741 105.12021216293942 5.4879783121868959 7.1408076827938185 leaf_count=29 2869 95 130 internal_value=0 -0.00106454 0.00924753 internal_weight=0 110.608 10.8305 internal_count=3123 2964 159 is_linear=0 shrinkage=0.0204111 Tree=6611 num_leaves=4 num_cat=0 split_feature=12 1 12 split_gain=2.38613 3.93313 3.38994 threshold=0.099610000000000018 0.10384000000000002 0.097345000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019494781652792918 -0.020024184521104105 0.0024065607859591518 0.01790735675649844 leaf_weight=101.12090866167273 6.0988611189532076 6.802360785426572 4.5995295439497559 leaf_count=2587 316 130 96 internal_value=0 -0.0082783 0.000983684 internal_weight=0 12.9012 105.72 internal_count=3129 446 2683 is_linear=0 shrinkage=0.0204111 Tree=6612 num_leaves=3 num_cat=0 split_feature=3 448 split_gain=2.75296 2.44577 threshold=-0.52337999999999985 -0.083619999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035975384421695755 -0.00044965844604323183 -1.5435991232421492e-05 leaf_weight=2.9713019256014368 2.0052377037354736 112.18689135940622 leaf_count=23 46 3027 internal_value=0 -2.3494e-05 internal_weight=0 114.192 internal_count=3096 3073 is_linear=0 shrinkage=0.000400217 Tree=6613 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=3.38339 4.79481 2.92943 threshold=0.10100500000000003 0.084050000000000014 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047390758658898412 0.0087598639969973385 -0.011440925821195033 -0.0024858627520623782 leaf_weight=54.811321248709646 26.527587994423811 18.815256435224001 15.067703939857891 leaf_count=1211 571 1117 188 internal_value=0 -0.00258367 0.00469041 internal_weight=0 73.6266 41.5953 internal_count=3087 2328 759 is_linear=0 shrinkage=0.0204111 Tree=6614 num_leaves=3 num_cat=0 split_feature=52 158 split_gain=2.56869 2.44991 threshold=-0.51586999999999994 0.10858500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039677726050114416 3.7123993761621289e-05 -0.00037117689381253795 leaf_weight=2.2010358456100212 118.26371176781322 2.2902410709575625 leaf_count=221 2717 146 internal_value=0 2.903e-05 internal_weight=0 120.554 internal_count=3084 2863 is_linear=0 shrinkage=0.000400217 Tree=6615 num_leaves=3 num_cat=0 split_feature=149 128 split_gain=2.78926 2.86921 threshold=0.10096000000000001 0.081680000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.703271020439247e-05 -0.00048008386899749079 -0.00038337070971325259 leaf_weight=113.62166875703224 1.8024785373127077 2.828732602956733 leaf_count=2861 28 232 internal_value=0 6.94747e-06 internal_weight=0 116.45 internal_count=3121 3093 is_linear=0 shrinkage=0.000400217 Tree=6616 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=2.96011 5.97874 2.73406 threshold=-0.10643499999999999 -0.078644999999999979 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025958513191065291 -0.012553191759243564 0.00095239951936427287 0.018119093375006456 leaf_weight=21.507707116339592 16.779544171697125 71.218897215963807 5.9651373641536329 leaf_count=350 1343 1355 39 internal_value=0 -0.00163553 0.00602625 internal_weight=0 87.9984 27.4728 internal_count=3087 2698 389 is_linear=0 shrinkage=0.0204111 Tree=6617 num_leaves=4 num_cat=0 split_feature=0 48 1 split_gain=3.12985 4.8228 3.77337 threshold=-0.10726999999999999 0.12675000000000003 0.10384000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011952550488366482 -0.00010441806856963713 -0.00032710292843666144 0.0001006218644078692 leaf_weight=48.455331055971328 49.594126475103621 4.1008085611974812 20.124863250530325 leaf_count=506 2092 42 472 internal_value=0 8.4055e-05 -4.51655e-05 internal_weight=0 52.5561 69.719 internal_count=3112 548 2564 is_linear=0 shrinkage=0.000400217 Tree=6618 num_leaves=4 num_cat=0 split_feature=1 2 12 split_gain=2.68378 5.72614 2.20095 threshold=0.10100500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016525200412555147 0.012165614018949522 0.00010038244304347334 0.0015524973744567381 leaf_weight=9.9317863481119257 10.713209585926959 61.33118854960594 32.99750196680543 leaf_count=435 284 1841 498 internal_value=0 -0.00223898 0.00417814 internal_weight=0 71.263 43.7107 internal_count=3058 2276 782 is_linear=0 shrinkage=0.0204111 Tree=6619 num_leaves=4 num_cat=0 split_feature=15 157 457 split_gain=4.96576 3.92432 2.45815 threshold=0.084580000000000016 0.11933000000000001 -0.0024349999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.009017818502241556 -0.016867368233673866 0.021879872261437422 0.001825832916867557 leaf_weight=9.4854050481881114 10.74852959232703 1.1139426602749143 94.099310457408137 leaf_count=243 988 8 1858 internal_value=0 -0.0130583 0.000824199 internal_weight=0 11.8625 103.585 internal_count=3097 996 2101 is_linear=0 shrinkage=0.0204111 Tree=6620 num_leaves=3 num_cat=0 split_feature=1374 1444 split_gain=2.75972 2.41367 threshold=-0.094679999999999986 -0.084559999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016133145380247082 0.024085149494297103 0.00068111683285253894 leaf_weight=3.9136847364716223 1.7538329425733525 115.00814680950316 leaf_count=51 27 3019 internal_value=0 0.0010554 internal_weight=0 116.762 internal_count=3097 3046 is_linear=0 shrinkage=0.0204111 Tree=6621 num_leaves=4 num_cat=0 split_feature=0 2 474 split_gain=4.28281 4.22315 3.74718 threshold=-0.10726999999999999 0.11357500000000002 0.084835000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.777786242057003e-05 -0.00011740305134151623 0.00013924309696944636 0.00039816072765044429 leaf_weight=47.636801922213635 53.777610891829681 12.587840006068289 5.3425472753006025 leaf_count=535 2137 349 42 internal_value=0 -6.85713e-05 8.38764e-05 internal_weight=0 66.3655 52.9793 internal_count=3063 2486 577 is_linear=0 shrinkage=0.000400217 Tree=6622 num_leaves=4 num_cat=0 split_feature=15 15 457 split_gain=4.11056 4.16051 3.99694 threshold=-0.11664999999999999 -0.24269999999999997 -0.0024349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.047380836476266e-05 -0.00020744756460018045 -0.00028733618197573772 8.7887808314308642e-05 leaf_weight=8.4193635242409091 7.8616699687554492 11.626463905435228 93.091638305986635 leaf_count=242 209 247 2367 internal_value=0 -0.000133265 6.46844e-05 internal_weight=0 20.0458 100.953 internal_count=3065 489 2576 is_linear=0 shrinkage=0.000400217 Tree=6623 num_leaves=3 num_cat=0 split_feature=52 1132 split_gain=3.18647 2.97548 threshold=-0.41845999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040123388731442557 -0.00049866822373613624 2.8028929543070625e-05 leaf_weight=2.8406946688337475 1.6331196698592965 111.30249118169377 leaf_count=306 19 2750 internal_value=0 1.99262e-05 internal_weight=0 112.936 internal_count=3075 2769 is_linear=0 shrinkage=0.000400217 Tree=6624 num_leaves=3 num_cat=0 split_feature=13 14 split_gain=3.47033 2.60228 threshold=0.26950500000000005 0.064610000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018485500598696665 -0.021499250746327397 -0.016727626862572054 leaf_weight=110.25880906260318 2.7340593927510772 3.1224556836968977 leaf_count=2905 62 102 internal_value=0 0.00132097 internal_weight=0 113.381 internal_count=3069 3007 is_linear=0 shrinkage=0.0204111 Tree=6625 num_leaves=4 num_cat=0 split_feature=1213 0 475 split_gain=3.32385 2.55813 1.48206 threshold=-1.0000000180025095e-35 -0.07087499999999998 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003533119126985942 -3.9856409270285901e-05 8.5842251272716619e-05 -0.00041811149358099062 leaf_weight=0.35707402229309071 74.628756040772714 39.60031745203014 4.0084105610039833 leaf_count=1 1905 716 478 internal_value=0 3.76151e-06 -0.000347756 internal_weight=0 114.229 4.36548 internal_count=3100 2621 479 is_linear=0 shrinkage=0.000400217 Tree=6626 num_leaves=4 num_cat=0 split_feature=14 13 48 split_gain=2.3481 2.64232 0.306348 threshold=0.077685000000000018 0.078920000000000018 -0.032929999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7956472347520671e-05 -0.00020956752291304126 0.00014772668994833332 -0.00052496521045578102 leaf_weight=101.58008008155957 1.1852283570333386 18.061305742536206 1.2020673726510711 leaf_count=2674 14 327 81 internal_value=0 7.17013e-06 -0.000384783 internal_weight=0 119.641 2.3873 internal_count=3096 3001 95 is_linear=0 shrinkage=0.000400217 Tree=6627 num_leaves=4 num_cat=0 split_feature=1 43 52 split_gain=3.38512 3.56982 2.53721 threshold=0.09450500000000002 -0.50992999999999988 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033235441358879725 -0.00038885891970791558 -4.7500348678192848e-05 0.00012712747223813113 leaf_weight=4.1141645291354498 1.467468371221911 63.603910706431634 50.516824542166432 leaf_count=40 115 2134 834 internal_value=0 -2.3912e-05 0.000111757 internal_weight=0 67.7181 51.9843 internal_count=3123 2174 949 is_linear=0 shrinkage=0.000400217 Tree=6628 num_leaves=4 num_cat=0 split_feature=151 52 4 split_gain=3.16024 2.94839 0.19253 threshold=-0.29526499999999994 0.41269500000000003 0.41696500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025955677504437924 3.162407559578417e-05 -0.0003722905374657762 -0.00051028603941579462 leaf_weight=1.4254064017586636 114.03078452031696 2.8583454277104456 1.4036844028159974 leaf_count=60 2792 206 16 internal_value=0 2.14001e-05 -0.00039865 internal_weight=0 116.889 2.82909 internal_count=3074 2998 76 is_linear=0 shrinkage=0.000400217 Tree=6629 num_leaves=4 num_cat=0 split_feature=16 132 13 split_gain=2.5179 3.58083 3.16168 threshold=0.26746000000000009 0.093105000000000007 -0.23438999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026382517451327203 -0.00024778003046053044 0.00033649933416840039 2.6311475071545677e-05 leaf_weight=9.7519746835459937 9.6252027107620943 1.9288696500007052 100.28616880291338 leaf_count=161 345 28 2568 internal_value=0 -0.000147945 4.76076e-05 internal_weight=0 11.5541 110.038 internal_count=3102 373 2729 is_linear=0 shrinkage=0.000400217 Tree=6630 num_leaves=4 num_cat=0 split_feature=401 3 15 split_gain=2.49373 2.54319 0.766369 threshold=0.087020000000000014 -0.58647999999999989 -0.23798499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.061129346292847608 0.013845371411982586 0.0012555738548685241 -0.020293134890366923 leaf_weight=0.16094499453902145 0.22488315764348987 116.51122526820291 2.7946219211153212 leaf_count=2 21 2861 230 internal_value=0 0.00111099 -0.0173465 internal_weight=0 116.672 3.01951 internal_count=3114 2863 251 is_linear=0 shrinkage=0.0204111 Tree=6631 num_leaves=4 num_cat=0 split_feature=38 457 49 split_gain=3.05825 2.95866 0.00152573 threshold=1.0000000180025095e-35 -0.0024349999999999997 0.084620000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0089714006732355186 -0.015434015418226987 0.0031277095468942029 -0.011482714318976213 leaf_weight=9.0451403939805441 2.5189296721946439 105.06886687367478 2.6832495712296804 leaf_count=245 38 2802 38 internal_value=0 0.00216083 -0.0136808 internal_weight=0 114.114 5.20218 internal_count=3123 3047 76 is_linear=0 shrinkage=0.0204111 Tree=6632 num_leaves=4 num_cat=0 split_feature=43 124 52 split_gain=3.10199 2.78336 1.59487 threshold=-0.24698999999999996 0.10385500000000002 -0.077114999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0032252398157790714 -0.00083324879891274388 0.0192552811935628 -0.023446954952601691 leaf_weight=2.9401759387692437 107.42158682216359 2.8404148801928377 3.6367782258603247 leaf_count=40 2909 35 119 internal_value=0 -0.000296748 -0.0146123 internal_weight=0 110.262 6.57695 internal_count=3103 2944 159 is_linear=0 shrinkage=0.0204111 Tree=6633 num_leaves=4 num_cat=0 split_feature=1456 1373 150 split_gain=3.29029 2.59237 0.466738 threshold=-1.0000000180025095e-35 0.099250000000000019 0.099155000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041529436997330343 4.7401248821080218e-05 -0.00040336041442845473 -2.8645690087888671e-06 leaf_weight=2.8649503136621202 118.4567913887804 1.968367620196658 0.51746677607297886 leaf_count=282 2802 27 4 internal_value=0 3.96656e-05 -0.000354311 internal_weight=0 120.425 3.38242 internal_count=3115 2829 286 is_linear=0 shrinkage=0.000400217 Tree=6634 num_leaves=4 num_cat=0 split_feature=457 15 4 split_gain=3.406 4.44159 3.89197 threshold=0.082335000000000005 -0.033794999999999999 -0.080934999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0045639169154515317 0.014137618630702779 -0.0067481209565250057 -0.0042160891452036791 leaf_weight=30.759350254209494 13.890032230294311 6.0060087124729753 65.920888457059846 leaf_count=824 147 113 2011 internal_value=0 0.00783037 -0.00142063 internal_weight=0 19.896 96.6802 internal_count=3095 260 2835 is_linear=0 shrinkage=0.0204111 Tree=6635 num_leaves=3 num_cat=0 split_feature=46 124 split_gain=2.89021 2.97886 threshold=0.081930000000000017 -0.061329999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.012445223451607493 -0.01741240521711283 0.00087476232522988183 leaf_weight=10.047604062419849 3.2140579695114857 106.15145947184828 leaf_count=234 54 2835 internal_value=0 0.00188626 internal_weight=0 116.199 internal_count=3123 3069 is_linear=0 shrinkage=0.0204111 Tree=6636 num_leaves=4 num_cat=0 split_feature=1429 158 2 split_gain=3.45192 2.90695 0.108317 threshold=-1.0000000180025095e-35 0.10858500000000001 0.11234000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019181003481384018 0.0021179388569777121 -0.020919072116256137 -0.035036182654473787 leaf_weight=1.4595304861159082 112.86720146055814 2.2176885912267599 0.50266909689526063 leaf_count=128 2766 145 17 internal_value=0 0.00165411 -0.0249148 internal_weight=0 115.085 1.9622 internal_count=3056 2911 145 is_linear=0 shrinkage=0.0204111 Tree=6637 num_leaves=4 num_cat=0 split_feature=43 49 132 split_gain=3.52218 2.91643 0.12205 threshold=0.25537500000000007 -0.085934999999999984 -0.22738499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0062947287855911532 -0.012636963090140479 0.0029667585485000643 -0.026209199263367219 leaf_weight=16.325940454436932 0.74533948610769618 102.53652147771936 1.6528947987535492 leaf_count=198 76 2714 94 internal_value=0 0.00168995 -0.0227429 internal_weight=0 118.862 2.39823 internal_count=3082 2912 170 is_linear=0 shrinkage=0.0204111 Tree=6638 num_leaves=4 num_cat=0 split_feature=1 457 0 split_gain=3.18191 3.27998 2.61843 threshold=0.11584000000000001 0.069705000000000003 -0.053439999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025505803287858815 0.01276031447962625 0.0071611833984289996 -0.003087817637408544 leaf_weight=80.156343881923021 14.375785268377514 17.568093062145635 6.1491816731868303 leaf_count=2476 261 229 166 internal_value=0 -0.000798482 0.0080213 internal_weight=0 97.7244 20.525 internal_count=3132 2705 427 is_linear=0 shrinkage=0.0204111 Tree=6639 num_leaves=3 num_cat=0 split_feature=3 15 split_gain=3.85526 2.89168 threshold=-0.48702499999999999 -0.24269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005961471440907414 0.00022281932834383625 -1.4027938296867591e-05 leaf_weight=1.6295829236041743 8.8101653106859867 110.59329626413637 leaf_count=26 238 2871 internal_value=0 3.64017e-06 internal_weight=0 119.403 internal_count=3135 3109 is_linear=0 shrinkage=0.000400217 Tree=6640 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=3.04909 3.51192 2.07176 threshold=0.121715 -1.0000000180025095e-35 0.11280000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021069149441902744 0.00031911164952578235 1.4476936530046271e-05 2.7640922877158292e-05 leaf_weight=12.517540675726194 7.8824247737065871 91.219211392159195 7.6834939321852289 leaf_count=783 185 1992 140 internal_value=0 -1.28912e-05 0.000176464 internal_weight=0 103.737 15.5659 internal_count=3100 2775 325 is_linear=0 shrinkage=0.000400217 Tree=6641 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=4.78953 6.6943 2.63235 threshold=1.0000000180025095e-35 0.11456500000000001 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024146929834136633 -1.4185891649859066e-05 0.00021264304706597971 0.00018152482248859201 leaf_weight=28.584331849599039 66.222974867050652 6.2588112477678797 13.087544361915205 leaf_count=1547 1217 24 287 internal_value=0 -0.000159478 1.832e-05 internal_weight=0 34.8431 79.3105 internal_count=3075 1571 1504 is_linear=0 shrinkage=0.000400217 Tree=6642 num_leaves=4 num_cat=0 split_feature=52 49 151 split_gain=3.45366 5.94111 4.38624 threshold=0.092885000000000009 0.13223500000000002 -0.29526499999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02257546275403648 -0.013904054164954266 0.018016482426944102 0.0025008977374909678 leaf_weight=2.8831482403547843 13.608621213521475 2.8509026368992627 98.18894104685387 leaf_count=70 633 31 2384 internal_value=0 -0.00829082 0.00176139 internal_weight=0 16.4595 101.072 internal_count=3118 664 2454 is_linear=0 shrinkage=0.0204111 Tree=6643 num_leaves=4 num_cat=0 split_feature=480 43 4 split_gain=3.26393 3.05061 0.255182 threshold=0.08598500000000002 0.22924500000000003 0.50953500000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.061795271568036e-05 -0.00044934403313772923 -0.0004141967116810293 -0.00012343563708339301 leaf_weight=112.16877011445104 2.5641658836721031 2.5334540523272144 0.57205351768061508 leaf_count=2680 197 187 12 internal_value=0 1.06195e-05 -0.000396202 internal_weight=0 114.702 3.13622 internal_count=3076 2867 209 is_linear=0 shrinkage=0.000400217 Tree=6644 num_leaves=4 num_cat=0 split_feature=151 16 2 split_gain=3.37258 3.19119 0.0918431 threshold=-0.29526499999999994 -0.15336499999999997 0.11668500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030001039568602092 0.0001240606507241069 -2.1247838257716819e-05 -0.00051215584702892425 leaf_weight=1.4361446377151872 34.121146013865655 82.582837854588433 1.3231132663786409 leaf_count=62 478 2540 16 internal_value=0 2.13147e-05 -0.000417743 internal_weight=0 116.704 2.75926 internal_count=3096 3018 78 is_linear=0 shrinkage=0.000400217 Tree=6645 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=3.73221 4.46416 3.17166 threshold=-0.048794999999999991 -0.0064899999999999992 -0.088159999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003679675275811621 -0.01671705939083282 -0.0009969257011729364 0.011522722364902819 leaf_weight=27.820107109175297 8.4325170123793196 63.284331126344114 17.071306785808702 leaf_count=667 252 1888 265 internal_value=0 -0.00286849 0.00462801 internal_weight=0 71.7168 44.8914 internal_count=3072 2140 932 is_linear=0 shrinkage=0.0204111 Tree=6646 num_leaves=4 num_cat=0 split_feature=52 51 47 split_gain=3.6384 5.02228 4.28415 threshold=-0.24600999999999998 -0.42705999999999994 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.029531186139282399 0.0026014649671992044 -0.019889910096155886 -0.0081058188332646768 leaf_weight=0.88041070509643748 92.94510046680989 6.6397725936913039 18.584934884725953 leaf_count=30 2460 331 309 internal_value=0 -0.0137557 0.000810904 internal_weight=0 7.52018 111.53 internal_count=3130 361 2769 is_linear=0 shrinkage=0.0204111 Tree=6647 num_leaves=4 num_cat=0 split_feature=1213 475 1365 split_gain=3.217 2.69789 2.19117 threshold=-1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020110882163159094 0.0019901144788470665 -0.02147933673434807 -0.016181096823504992 leaf_weight=0.6762782335281371 115.95797351871988 4.1249042425552025 2.7210054486058644 leaf_count=2 2583 465 63 internal_value=0 -0.0152963 0.00155864 internal_weight=0 4.80118 118.679 internal_count=3113 467 2646 is_linear=0 shrinkage=0.0204111 Tree=6648 num_leaves=3 num_cat=0 split_feature=1373 482 split_gain=2.57687 2.21395 threshold=0.09586500000000002 0.099580000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.000257924344492571 -0.02467449037158892 -0.023325215912080709 leaf_weight=115.90920783685397 1.6899548625660816 1.5705151978545462 leaf_count=2979 31 112 internal_value=0 -7.92538e-05 internal_weight=0 117.48 internal_count=3122 3091 is_linear=0 shrinkage=0.0204111 Tree=6649 num_leaves=4 num_cat=0 split_feature=4 150 454 split_gain=3.0768 5.40858 4.85804 threshold=0.0019650000000000002 0.085200000000000012 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.1126321746480772e-05 4.4177848383016315e-06 0.00029431062321967058 0.00035951135942478276 leaf_weight=59.605022633357294 40.744777740503196 13.689747497963252 4.1857545718085012 leaf_count=2075 808 165 36 internal_value=0 7.77775e-05 -5.16338e-05 internal_weight=0 54.4345 63.7908 internal_count=3084 973 2111 is_linear=0 shrinkage=0.000400217 Tree=6650 num_leaves=4 num_cat=0 split_feature=156 0 157 split_gain=2.51706 2.29095 0.290817 threshold=0.11896500000000002 -0.10726999999999999 -0.0086849999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035692237491969162 -0.010361472687229306 -0.0021979457168933513 -0.031423030549799974 leaf_weight=50.019340347622347 0.56762578726920765 67.001958018232472 0.9912277027251537 leaf_count=569 37 2461 59 internal_value=0 0.000268217 -0.0249622 internal_weight=0 117.021 1.55885 internal_count=3126 3030 96 is_linear=0 shrinkage=0.0204111 Tree=6651 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=2.50046 3.26203 threshold=1.0000000180025095e-35 0.18595000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.177961751866504e-05 -0.00029777701058815009 0.00033159952430985933 leaf_weight=111.19612001118912 3.8260939979227251 5.24279367973213 leaf_count=2934 60 124 internal_value=0 2.64846e-05 internal_weight=0 116.439 internal_count=3118 3058 is_linear=0 shrinkage=0.000400217 Tree=6652 num_leaves=4 num_cat=0 split_feature=150 157 4 split_gain=2.2819 3.84667 3.82058 threshold=0.081245000000000026 -0.076494999999999994 0.0019650000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016482781307188449 -6.4855159777218896e-05 -6.9078158889540663e-05 0.00022506616731814513 leaf_weight=13.05211257652263 13.304318541588147 77.927727314918229 15.862353606615214 leaf_count=299 237 2411 175 internal_value=0 -3.53603e-05 9.30769e-05 internal_weight=0 90.9798 29.1667 internal_count=3122 2710 412 is_linear=0 shrinkage=0.000400217 Tree=6653 num_leaves=3 num_cat=0 split_feature=1132 43 split_gain=2.43248 3.04271 threshold=-1.0000000180025095e-35 -0.27157999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047142372253242853 0.0002352123501415342 -9.5595446754229499e-06 leaf_weight=1.606091838213614 8.6570444123499311 112.32805396677031 leaf_count=21 148 2914 internal_value=0 8.1563e-06 internal_weight=0 120.985 internal_count=3083 3062 is_linear=0 shrinkage=0.000400217 Tree=6654 num_leaves=3 num_cat=0 split_feature=39 13 split_gain=3.31482 2.33778 threshold=0.15608500000000003 -0.47365999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011675196208522687 0.025403471753763802 -0.0014674255677447363 leaf_weight=5.8439256629790171 1.9411307317204762 105.87149299384328 leaf_count=77 24 2962 internal_value=0 -0.000768923 internal_weight=0 111.715 internal_count=3063 3039 is_linear=0 shrinkage=0.0204111 Tree=6655 num_leaves=4 num_cat=0 split_feature=128 1 2 split_gain=3.37871 2.46551 0.241074 threshold=0.081680000000000016 0.13662500000000002 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7610749778428759e-06 -0.00045846664584166599 0.00024813102465141558 -0.00013082039031998214 leaf_weight=110.03725601753831 2.4229804813767255 6.9859756390796965 0.54959721607156087 leaf_count=2641 183 171 31 internal_value=0 1.95129e-05 -0.000404836 internal_weight=0 117.023 2.97258 internal_count=3026 2812 214 is_linear=0 shrinkage=0.000400217 Tree=6656 num_leaves=4 num_cat=0 split_feature=42 132 13 split_gain=2.38074 3.96292 3.09612 threshold=-1.0000000180025095e-35 0.081055000000000016 0.11466000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014812166959278353 -0.00025498734269637912 0.0077013316608294915 0.012609250415944245 leaf_weight=10.368734807059807 90.742618290827522 4.6426953311311072 8.4144406725536083 leaf_count=687 2124 152 86 internal_value=0 -0.00784378 0.000849659 internal_weight=0 15.0114 99.1571 internal_count=3049 839 2210 is_linear=0 shrinkage=0.0204111 Tree=6657 num_leaves=4 num_cat=0 split_feature=484 13 123 split_gain=3.59098 2.95221 2.04597 threshold=-1.0000000180025095e-35 -0.5318799999999998 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016715725806283568 -0.018700114519976659 0.0017499683322791137 0.018477627702271376 leaf_weight=6.823190506120226 2.9145472957752636 104.39699117932105 0.67161899129860092 leaf_count=475 36 2543 11 internal_value=0 0.00117564 -0.0133364 internal_weight=0 107.312 7.49481 internal_count=3065 2579 486 is_linear=0 shrinkage=0.0204111 Tree=6658 num_leaves=4 num_cat=0 split_feature=41 2 158 split_gain=2.67655 3.8805 3.25396 threshold=0.078385000000000024 0.10745500000000001 0.085745000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030864083993584232 -0.019489272725280799 0.0073724148418810526 -0.011716143114560592 leaf_weight=103.33906329959609 5.687778143794274 3.5733104348182678 6.4712538541098175 leaf_count=2623 115 42 293 internal_value=0 -0.00916066 0.00220303 internal_weight=0 9.26109 109.81 internal_count=3073 157 2916 is_linear=0 shrinkage=0.0204111 Tree=6659 num_leaves=4 num_cat=0 split_feature=13 1 12 split_gain=3.22619 3.13727 2.46149 threshold=-0.10462499999999998 0.099515000000000006 -0.052409999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012837461347784882 -8.0750276236964209e-05 6.7007277776047407e-05 0.0002067958697068199 leaf_weight=4.2452357307192896 59.109810926469436 37.544821856135968 18.485617502054083 leaf_count=82 2136 638 230 internal_value=0 -2.33438e-05 0.000143877 internal_weight=0 96.6546 22.7309 internal_count=3086 2774 312 is_linear=0 shrinkage=0.000400217 Tree=6660 num_leaves=3 num_cat=0 split_feature=375 123 split_gain=3.08651 2.57908 threshold=-1.0000000180025095e-35 0.088610000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023842202523670839 0.00087113508630310332 0.016480408189247581 leaf_weight=1.9259527940303076 109.27781231084373 4.4843402247934128 leaf_count=19 2915 141 internal_value=0 0.00150203 internal_weight=0 113.762 internal_count=3075 3056 is_linear=0 shrinkage=0.0204111 Tree=6661 num_leaves=4 num_cat=0 split_feature=49 43 1456 split_gain=3.53114 4.56016 3.59233 threshold=-0.085014999999999993 -0.099214999999999984 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01346605073109064 0.0022409695619757188 -0.014110162313884868 -0.020248006361590642 leaf_weight=3.0075099302921435 99.441994435583183 12.72348043383681 2.9384375253175667 leaf_count=37 2608 178 255 internal_value=0 -0.00878013 0.00157409 internal_weight=0 15.731 102.38 internal_count=3078 215 2863 is_linear=0 shrinkage=0.0204111 Tree=6662 num_leaves=4 num_cat=0 split_feature=43 39 4 split_gain=2.93002 3.12024 2.55997 threshold=-0.27157999999999993 0.0047850000000000011 0.10528000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.9204278535147062e-05 -3.0598290180622255e-05 0.00015676467999119971 0.00056650466087698683 leaf_weight=6.9155725701857573 95.493550806595522 16.615824536856962 2.4999595916597173 leaf_count=130 2629 345 13 internal_value=0 -2.70036e-06 0.000228479 internal_weight=0 112.109 9.41553 internal_count=3117 2974 143 is_linear=0 shrinkage=0.000400217 Tree=6663 num_leaves=4 num_cat=0 split_feature=12 12 3 split_gain=2.62036 6.08805 4.19989 threshold=0.084045000000000022 0.090455000000000021 -0.016324999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001998983209082 -0.00030842799398622423 4.0471077296080131e-06 -2.2773953056760607e-05 leaf_weight=18.241068047125736 13.875372079772204 34.911221457627107 51.961405846413982 leaf_count=366 972 1113 675 internal_value=0 -8.53265e-05 3.53103e-05 internal_weight=0 48.7866 70.2025 internal_count=3126 2085 1041 is_linear=0 shrinkage=0.000400217 Tree=6664 num_leaves=4 num_cat=0 split_feature=456 1373 150 split_gain=2.80988 2.85794 1.55728 threshold=0.087495000000000003 0.099250000000000019 0.088380000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0460939525920471e-05 -0.0004069408643945297 -0.00046166947803705124 9.7067118960488782e-05 leaf_weight=114.17883071775577 3.5808458513056385 1.7333888343855495 1.2866623241279738 leaf_count=2912 120 25 45 internal_value=0 3.25136e-05 -0.000274526 internal_weight=0 115.912 4.86751 internal_count=3102 2937 165 is_linear=0 shrinkage=0.000400217 Tree=6665 num_leaves=4 num_cat=0 split_feature=3 47 1 split_gain=3.5948 4.59276 3.98856 threshold=0.11456500000000001 0.084155000000000021 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0042466253963947317 0.013674659944911519 -0.0072624273140457036 0.0048022296291357746 leaf_weight=65.371497330072089 15.394856202270605 5.9928819248452774 29.301130842039129 leaf_count=2260 185 56 568 internal_value=0 0.00780078 -0.00144364 internal_weight=0 21.3877 94.6726 internal_count=3069 241 2828 is_linear=0 shrinkage=0.0204111 Tree=6666 num_leaves=3 num_cat=0 split_feature=2 1 split_gain=2.56261 2.69225 threshold=-0.58149499999999998 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.062888889180593321 -0.0019419468859591337 0.0044398088865029838 leaf_weight=0.15460215322673221 72.813773776158996 44.141372187092202 leaf_count=2 2309 782 internal_value=0 0.000468607 internal_weight=0 116.955 internal_count=3093 3091 is_linear=0 shrinkage=0.0204111 Tree=6667 num_leaves=4 num_cat=0 split_feature=15 147 149 split_gain=3.43163 2.57053 2.56143 threshold=0.098970000000000016 0.15140500000000004 0.11234000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013453339964717482 -0.018768755807010314 0.018515554993276572 -0.023076491549360381 leaf_weight=106.53643979797744 5.8363669907121212 0.79379117675125588 1.7079288953682397 leaf_count=2738 314 7 18 internal_value=0 -0.0140716 0.000936548 internal_weight=0 6.63016 108.244 internal_count=3077 321 2756 is_linear=0 shrinkage=0.0204111 Tree=6668 num_leaves=3 num_cat=0 split_feature=376 1456 split_gain=2.79441 3.31537 threshold=0.088415000000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00059748221424593846 0.017940075238550068 -0.021562328585262351 leaf_weight=112.74899881465717 3.6417146078310898 2.7726846793902942 leaf_count=2790 64 253 internal_value=0 4.52515e-05 internal_weight=0 115.522 internal_count=3107 3043 is_linear=0 shrinkage=0.0204111 Tree=6669 num_leaves=4 num_cat=0 split_feature=376 147 42 split_gain=3.76923 4.38109 1.63305 threshold=0.048375000000000008 0.089245000000000005 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0267747438135423e-05 -3.7718821649099114e-05 0.0002468691448792774 0.00033335742600110044 leaf_weight=100.06053176846217 2.6264068409800529 7.9256463733036062 6.5587132747168635 leaf_count=2804 18 127 145 internal_value=0 -3.74931e-05 0.000228075 internal_weight=0 107.986 9.18512 internal_count=3094 2931 163 is_linear=0 shrinkage=0.000400217 Tree=6670 num_leaves=3 num_cat=0 split_feature=16 4 split_gain=2.74694 2.88967 threshold=-0.55435499999999982 0.076655000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00065471490111813847 -2.9698462323683032e-05 0.00010835060529084195 leaf_weight=0.88336536654969577 78.31313978682374 35.072442451535608 leaf_count=31 2439 567 internal_value=0 1.30677e-05 internal_weight=0 113.386 internal_count=3037 3006 is_linear=0 shrinkage=0.000400217 Tree=6671 num_leaves=4 num_cat=0 split_feature=43 123 15 split_gain=2.78085 3.79382 0.437183 threshold=0.25537500000000007 0.088610000000000008 -0.23160499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4624987899782974e-05 -1.4699498377810313e-05 0.00032829726384754897 -0.00048440783297571766 leaf_weight=110.45057122876824 0.37578035588376257 4.9921050312404978 2.215474578926659 leaf_count=2740 10 134 176 internal_value=0 -9.0602e-06 -0.000419722 internal_weight=0 115.443 2.59125 internal_count=3060 2874 186 is_linear=0 shrinkage=0.000400217 Tree=6672 num_leaves=4 num_cat=0 split_feature=0 0 13 split_gain=3.01056 6.22827 3.59385 threshold=-0.074249999999999997 -0.10643499999999999 -0.5318799999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.7369473271720437e-05 -0.00055445294965088515 -0.00017249186333408493 0.00013373244685053161 leaf_weight=50.15966919749917 1.1413452215492714 26.358442760296384 43.857699998901808 leaf_count=556 8 1626 909 internal_value=0 -1.53876e-05 0.000114945 internal_weight=0 76.5181 44.999 internal_count=3099 2182 917 is_linear=0 shrinkage=0.000400217 Tree=6673 num_leaves=4 num_cat=0 split_feature=3 148 1 split_gain=2.88649 2.85793 1.23475 threshold=-0.16935999999999998 0.10530000000000002 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017173317987291725 -0.00047311919606913102 -0.028233345811887182 0.00060324958683845395 leaf_weight=5.4247924780938757 106.63716265572111 1.4558715457096685 2.8444176319462713 leaf_count=35 2946 21 111 internal_value=0 -0.000875841 0.0115578 internal_weight=0 108.093 8.26921 internal_count=3113 2967 146 is_linear=0 shrinkage=0.0204111 Tree=6674 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=2.37073 2.50777 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020272599345011993 0.021150417398126231 -0.00066509073319409736 leaf_weight=2.4033569328457807 2.1269142997916779 112.64274603167541 leaf_count=274 26 2751 internal_value=0 -0.000240585 internal_weight=0 114.77 internal_count=3051 2777 is_linear=0 shrinkage=0.0204111 Tree=6675 num_leaves=3 num_cat=0 split_feature=3 151 split_gain=2.9289 2.56511 threshold=-0.52337999999999985 -0.52342999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044083815921376786 -0.00047012682095562647 1.8168196262301762e-05 leaf_weight=2.4817357442807397 1.6378867056118895 113.21719323013531 leaf_count=20 52 3022 internal_value=0 1.07538e-05 internal_weight=0 114.855 internal_count=3094 3074 is_linear=0 shrinkage=0.000400217 Tree=6676 num_leaves=4 num_cat=0 split_feature=4 3 1 split_gain=3.8615 4.7611 4.28179 threshold=-0.22295999999999996 -0.13058499999999998 0.085880000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0050024570036145567 -0.0045129444117713103 -0.019521230481734573 0.0043634233490307929 leaf_weight=5.329593523987568 33.521153591331313 8.381730258886817 69.187985959993966 leaf_count=96 1664 140 1240 internal_value=0 -0.0100256 0.00146469 internal_weight=0 13.7113 102.709 internal_count=3140 236 2904 is_linear=0 shrinkage=0.0204111 Tree=6677 num_leaves=4 num_cat=0 split_feature=403 1447 15 split_gain=2.76392 2.09929 0.829387 threshold=-0.088654999999999984 -0.086059999999999984 -0.23118499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013822512273272462 0.015870509324917157 -0.00054303106899734183 -0.02191415784355695 leaf_weight=0.22208952810615334 3.2322893105283574 110.82766375895517 2.9579998555109333 leaf_count=8 93 2588 398 internal_value=0 -6.27878e-05 -0.0190332 internal_weight=0 114.06 3.18009 internal_count=3087 2681 406 is_linear=0 shrinkage=0.0204111 Tree=6678 num_leaves=4 num_cat=0 split_feature=156 484 157 split_gain=2.81735 2.84435 0.244151 threshold=0.11877 -0.0048899999999999994 -0.0086849999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022133228187569428 -0.00021814394220627723 3.966156676403372e-05 -0.00061249626731018508 leaf_weight=7.0086376635899788 0.55260349722811941 110.30180520974136 1.0190232825843839 leaf_count=475 42 2499 55 internal_value=0 2.38725e-05 -0.000497566 internal_weight=0 117.31 1.57163 internal_count=3071 2974 97 is_linear=0 shrinkage=0.000400217 Tree=6679 num_leaves=4 num_cat=0 split_feature=2 484 2 split_gain=3.38478 4.00856 3.69423 threshold=1.0000000180025095e-35 0.081380000000000022 0.084045000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0082075506730229664 0.015748053765442332 0.02331486444912563 0.00091036263998459262 leaf_weight=24.891897826120843 7.5210259649393256 1.6946234310453281 83.307333224256581 leaf_count=697 170 49 2169 internal_value=0 -0.00610896 0.00215687 internal_weight=0 26.5865 90.8284 internal_count=3085 746 2339 is_linear=0 shrinkage=0.0204111 Tree=6680 num_leaves=4 num_cat=0 split_feature=1447 1374 123 split_gain=3.49659 2.445 2.14332 threshold=-1.0000000180025095e-35 -0.094679999999999986 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023519515586821731 -0.01467651382021261 0.0016231704914258112 0.017541185543959257 leaf_weight=3.5771704799517456 3.8609881573356679 109.89408270911008 0.53474392904900003 leaf_count=295 51 2794 10 internal_value=0 0.00105605 -0.0178562 internal_weight=0 113.755 4.11191 internal_count=3150 2845 305 is_linear=0 shrinkage=0.0204111 Tree=6681 num_leaves=4 num_cat=0 split_feature=1213 475 16 split_gain=2.84508 2.58888 2.50463 threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.0087849999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019940735557715673 -0.0015774888159623853 -0.021313355089138897 0.0046272328552224738 leaf_weight=0.65864998102188099 64.862430766188481 3.9777377292157317 46.398919000850583 leaf_count=2 1611 475 1006 internal_value=0 -0.0151207 0.00101209 internal_weight=0 4.63639 111.261 internal_count=3094 477 2617 is_linear=0 shrinkage=0.0204111 Tree=6682 num_leaves=4 num_cat=0 split_feature=2 1375 1 split_gain=3.43007 2.71504 0.246396 threshold=0.14744000000000002 -0.43271999999999994 0.08869500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027905619512367429 0.0074805628029703322 -0.00098629600956706524 0.018275777067277118 leaf_weight=1.471934376109856 1.443828487623249 108.87427995713369 3.7166268251312431 leaf_count=15 25 2929 118 internal_value=0 -0.0013733 0.0154784 internal_weight=0 110.346 5.16046 internal_count=3087 2944 143 is_linear=0 shrinkage=0.0204111 Tree=6683 num_leaves=4 num_cat=0 split_feature=42 39 12 split_gain=3.44245 3.22311 3.03078 threshold=-1.0000000180025095e-35 0.084950000000000012 0.023990000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014999490185274094 -0.0005683272509264093 0.012281760235431085 -0.020943007120472638 leaf_weight=7.3300467308144999 89.533328099159917 8.8315535661822633 6.0531395379093738 leaf_count=118 1979 259 708 internal_value=0 0.000598052 -0.0103947 internal_weight=0 98.3649 13.3832 internal_count=3064 2238 826 is_linear=0 shrinkage=0.0204111 Tree=6684 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=3.58144 4.44646 2.44465 threshold=0.11584000000000001 -0.11471499999999998 -0.14043999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0042894937459469077 -0.0039976114463575801 -0.0047525665140354684 0.011614663451593997 leaf_weight=37.245916989719262 5.4559737049276036 57.479872511257781 17.091973787348252 leaf_count=378 76 2267 368 internal_value=0 -0.00119639 0.00783584 internal_weight=0 94.7258 22.5479 internal_count=3089 2645 444 is_linear=0 shrinkage=0.0204111 Tree=6685 num_leaves=4 num_cat=0 split_feature=148 148 448 split_gain=3.90164 3.63823 1.49528 threshold=-0.082164999999999988 -0.043434999999999994 -0.06977499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.030643790594204051 0.018238500505380922 -0.00018774250378395197 -0.007059229650085398 leaf_weight=2.1114450199820567 4.5460891068214542 107.25082806719365 2.4350562181789419 leaf_count=47 82 2935 51 internal_value=0 0.000579037 -0.0184854 internal_weight=0 111.797 4.5465 internal_count=3115 3017 98 is_linear=0 shrinkage=0.0204111 Tree=6686 num_leaves=3 num_cat=0 split_feature=1444 3 split_gain=2.14771 2.29643 threshold=-0.084559999999999982 0.17769000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041892725733796456 -2.1759365228870018e-05 0.00018943281126436963 leaf_weight=1.8324753472988948 105.36180623850851 8.8345015296945331 leaf_count=32 2944 154 internal_value=0 -5.25148e-06 internal_weight=0 114.196 internal_count=3130 3098 is_linear=0 shrinkage=0.000400217 Tree=6687 num_leaves=4 num_cat=0 split_feature=4 11 50 split_gain=2.84747 3.76777 2.71122 threshold=0.27150500000000005 0.080455000000000013 0.11805000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1166235137083835e-05 0.0001956330339052003 -0.0004325091154544833 -0.00028897143374604479 leaf_weight=97.61891830723107 16.831895539362453 3.4104162533549234 1.9760324880480755 leaf_count=2607 348 139 15 internal_value=0 -2.58524e-05 0.00014331 internal_weight=0 101.029 18.8079 internal_count=3109 2746 363 is_linear=0 shrinkage=0.000400217 Tree=6688 num_leaves=4 num_cat=0 split_feature=49 1 49 split_gain=3.20377 4.66095 3.96347 threshold=-0.085934999999999984 0.10525000000000002 -0.079824999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018804247239702983 0.015420731959223513 0.0051626078286421502 -0.00072677625951621911 leaf_weight=8.9902742687991104 6.6757687102071932 5.3142867157730498 94.389584788554203 leaf_count=123 80 73 2792 internal_value=0 -0.00992938 0.000355716 internal_weight=0 14.3046 101.065 internal_count=3068 196 2872 is_linear=0 shrinkage=0.0204111 Tree=6689 num_leaves=3 num_cat=0 split_feature=31 51 split_gain=2.60128 2.44065 threshold=-1.0000000180025095e-35 -0.40148999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021201667392483806 -0.021264149409210925 -0.00045332660764370889 leaf_weight=2.15232542718877 2.2865421758833682 111.37895082044997 leaf_count=90 114 2867 internal_value=0 -0.00089248 internal_weight=0 113.665 internal_count=3071 2981 is_linear=0 shrinkage=0.0204111 Tree=6690 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=2.75316 2.49227 threshold=-0.42985499999999993 -0.25351499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003976793755576167 -0.00041846916551249036 3.0572483157724514e-05 leaf_weight=2.4370277409689143 1.903025602126944 114.08294805385231 leaf_count=283 187 2615 internal_value=0 2.28084e-05 internal_weight=0 115.986 internal_count=3085 2802 is_linear=0 shrinkage=0.000400217 Tree=6691 num_leaves=4 num_cat=0 split_feature=1429 401 2 split_gain=3.13702 2.71471 0.200953 threshold=-1.0000000180025095e-35 0.083100000000000021 0.11079500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032397452764843144 5.0311896785322705e-05 -0.00030344786486082487 -0.00065693793163701657 leaf_weight=1.5960676743761717 115.41936446972431 3.4718231725855722 0.54439825510780782 leaf_count=125 2650 279 25 internal_value=0 3.97057e-05 -0.000437106 internal_weight=0 118.891 2.14047 internal_count=3079 2929 150 is_linear=0 shrinkage=0.000400217 Tree=6692 num_leaves=4 num_cat=0 split_feature=402 457 15 split_gain=2.33285 2.38345 0.146469 threshold=-0.089309999999999987 -0.0024349999999999997 -0.11281999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0033602864263955145 -0.0079699955480527929 0.0019212307865258493 -0.0223045644431525 leaf_weight=0.23455105366883833 11.139642505004302 103.5973925123144 1.8196428530791298 leaf_count=14 257 2619 229 internal_value=0 0.000954073 -0.020427 internal_weight=0 114.737 2.05419 internal_count=3119 2876 243 is_linear=0 shrinkage=0.0204111 Tree=6693 num_leaves=3 num_cat=0 split_feature=1375 52 split_gain=3.05433 2.80659 threshold=-0.43271999999999994 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028224380334061282 -0.020344002741204827 0.0008725184656621322 leaf_weight=1.4639719213882916 2.5468262901049448 112.72190074930586 leaf_count=15 275 2795 internal_value=0 0.000384459 internal_weight=0 115.269 internal_count=3085 3070 is_linear=0 shrinkage=0.0204111 Tree=6694 num_leaves=4 num_cat=0 split_feature=15 15 133 split_gain=2.43567 5.71591 4.24904 threshold=-0.095604999999999982 -0.24269999999999997 0.10635000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017297272484765843 5.4145426485301201e-05 -0.00020422886096986201 -0.00041897072218929205 leaf_weight=9.0173246443155239 84.440903917533433 21.768089395256538 3.042704768391558 leaf_count=242 2057 404 363 internal_value=0 -9.35167e-05 3.71758e-05 internal_weight=0 30.7854 87.4836 internal_count=3066 646 2420 is_linear=0 shrinkage=0.000400217 Tree=6695 num_leaves=4 num_cat=0 split_feature=42 4 133 split_gain=3.41571 7.84661 4.10963 threshold=0.085675000000000015 -0.004069999999999999 0.083990000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.6062817519007006e-06 -0.00039789678192129427 4.1442940405811986e-05 0.00022590775122122172 leaf_weight=77.938583313007257 10.734220829737753 16.245641027009697 14.027013293591152 leaf_count=1402 771 440 480 internal_value=0 -0.000134275 2.73941e-05 internal_weight=0 26.9799 91.9656 internal_count=3093 1211 1882 is_linear=0 shrinkage=0.000400217 Tree=6696 num_leaves=4 num_cat=0 split_feature=1429 1 484 split_gain=2.9111 2.53161 0.20963 threshold=-1.0000000180025095e-35 0.13130500000000003 0.092555000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032673081061570185 -3.4400135034912228e-06 0.0001985571879865632 -0.00066232638475078492 leaf_weight=1.6515956386720057 108.6557956762008 10.826084915985119 0.54824934698808636 leaf_count=139 2729 237 16 internal_value=0 1.50314e-05 -0.000438396 internal_weight=0 119.482 2.19984 internal_count=3121 2966 155 is_linear=0 shrinkage=0.000400217 Tree=6697 num_leaves=4 num_cat=0 split_feature=483 4 1 split_gain=2.48408 3.70674 2.55614 threshold=0.081825000000000009 0.51388000000000011 0.13662500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.3486000608190918e-05 -0.00034889149641259136 0.00041915488298252551 0.00027961916318672097 leaf_weight=106.65633184886065 5.4554654390722126 1.1291977879300246 6.5191983564873217 leaf_count=2646 289 51 137 internal_value=0 -0.000212374 3.85017e-05 internal_weight=0 6.58466 113.176 internal_count=3123 340 2783 is_linear=0 shrinkage=0.000400217 Tree=6698 num_leaves=4 num_cat=0 split_feature=42 49 0 split_gain=3.10485 4.63068 4.13366 threshold=-1.0000000180025095e-35 -0.085934999999999984 -0.00017999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016005174481513746 -0.011526882642183862 0.0020999025574930386 0.010085016143671773 leaf_weight=10.411149147317699 11.613079060378366 91.106460932638583 3.2458175868960089 leaf_count=800 167 2093 40 internal_value=0 0.000548437 -0.0097728 internal_weight=0 102.72 13.657 internal_count=3100 2260 840 is_linear=0 shrinkage=0.0204111 Tree=6699 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=2.82746 3.27336 threshold=0.084955000000000017 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.2314840744910778e-06 -0.00037520842856485426 0.00040078930924727208 leaf_weight=113.42071718970146 2.9094719956628969 3.341094115341547 leaf_count=2935 45 120 internal_value=0 1.69233e-05 internal_weight=0 116.762 internal_count=3100 3055 is_linear=0 shrinkage=0.000400217 Tree=6700 num_leaves=4 num_cat=0 split_feature=13 132 13 split_gain=2.44506 2.52036 2.44813 threshold=-0.09194999999999999 0.08018500000000002 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012552273675109341 -0.0026713893458512393 0.0085080804957040918 0.0072557275027811813 leaf_weight=2.7853268792969201 81.670384934051981 9.2539080778660701 25.951170799671672 leaf_count=35 2399 253 418 internal_value=0 -0.00152452 0.00529454 internal_weight=0 90.9243 28.7365 internal_count=3105 2652 453 is_linear=0 shrinkage=0.0204111 Tree=6701 num_leaves=3 num_cat=0 split_feature=453 454 split_gain=2.60348 2.36702 threshold=0.10097500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.5554149567375192e-05 -0.00048762397290954429 0.00031386391623961066 leaf_weight=113.5753519300124 1.4855853302869935 4.3153782645240417 leaf_count=3031 18 35 internal_value=0 2.67612e-05 internal_weight=0 117.891 internal_count=3084 3066 is_linear=0 shrinkage=0.000400217 Tree=6702 num_leaves=4 num_cat=0 split_feature=13 1 40 split_gain=2.94567 3.5838 2.37662 threshold=-0.10462499999999998 0.087515000000000023 -0.067204999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020408379625804223 -0.00012871001991829505 3.1321530479510464e-05 0.00017086599004241282 leaf_weight=2.9973130568396327 36.4813018661971 57.762249576997419 21.614370924595278 leaf_count=27 1696 1081 299 internal_value=0 -3.07053e-05 0.000124486 internal_weight=0 94.2436 24.6117 internal_count=3103 2777 326 is_linear=0 shrinkage=0.000400217 Tree=6703 num_leaves=4 num_cat=0 split_feature=1 12 15 split_gain=2.74025 4.65273 1.04692 threshold=0.13662500000000002 0.11596500000000001 -0.032519999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034018186700574964 0.017600533094208469 -0.023236237105929029 0.00071550103337673704 leaf_weight=104.89387522601282 4.9598502854641993 3.4951293153571887 2.2045922663528463 leaf_count=2824 139 125 33 internal_value=0 -0.000443261 0.0124958 internal_weight=0 108.389 7.16444 internal_count=3121 2949 172 is_linear=0 shrinkage=0.0204111 Tree=6704 num_leaves=4 num_cat=0 split_feature=156 41 0 split_gain=2.71683 2.68615 0.279825 threshold=0.11896500000000002 1.0000000180025095e-35 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9536071760686809e-05 -0.0007487411703533712 -0.00020082732902550478 -0.00032187744865958082 leaf_weight=107.44916075088258 0.52095139562152326 8.6570136657683161 0.95888216330786125 leaf_count=2817 4 175 86 internal_value=0 1.2183e-05 -0.000514245 internal_weight=0 116.106 1.47983 internal_count=3082 2992 90 is_linear=0 shrinkage=0.000400217 Tree=6705 num_leaves=4 num_cat=0 split_feature=12 3 148 split_gain=3.49145 3.67454 2.14869 threshold=0.10042000000000002 0.17769000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00096697653620193196 0.014714828403065349 0.016500245246509719 -0.013568497665817664 leaf_weight=100.25127469008657 1.1755953955580469 6.6628839130862607 9.3766198260746005 leaf_count=2518 27 140 395 internal_value=0 0.00195126 -0.0102961 internal_weight=0 106.914 10.5522 internal_count=3080 2658 422 is_linear=0 shrinkage=0.0204111 Tree=6706 num_leaves=4 num_cat=0 split_feature=403 46 2 split_gain=2.2581 2.84118 1.30367 threshold=0.088015000000000024 0.081930000000000017 0.12105000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010566719814900647 -0.021547712445260256 -0.019150332384040791 0.0090565321081986314 leaf_weight=106.25879636476202 2.8887727906549112 2.8681808466790235 0.65188538323855016 leaf_count=2812 248 46 21 internal_value=0 0.000506488 -0.0158081 internal_weight=0 109.127 3.54066 internal_count=3127 2858 269 is_linear=0 shrinkage=0.0204111 Tree=6707 num_leaves=3 num_cat=0 split_feature=1213 4 split_gain=2.7833 3.04267 threshold=-0.081269999999999995 -0.078079999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022522638057417436 0.0057102296965294104 -0.0018732497885999154 leaf_weight=2.16795767930489 30.581605130759272 78.088841554752435 leaf_count=317 759 1970 internal_value=0 0.000264544 internal_weight=0 108.67 internal_count=3046 2729 is_linear=0 shrinkage=0.0204111 Tree=6708 num_leaves=4 num_cat=0 split_feature=1456 151 13 split_gain=3.39428 2.42061 0.0545978 threshold=-1.0000000180025095e-35 -0.52342999999999995 -0.10526999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0072105088556225338 -0.023386637901145455 0.001243944616354432 -0.021254714160272619 leaf_weight=0.27434115647338364 1.5752344139691548 113.16459726199355 2.8496768816949034 leaf_count=11 48 2724 274 internal_value=0 0.000883328 -0.0203136 internal_weight=0 114.74 3.12402 internal_count=3057 2772 285 is_linear=0 shrinkage=0.0204111 Tree=6709 num_leaves=4 num_cat=0 split_feature=150 160 457 split_gain=2.94029 5.47772 3.66178 threshold=0.081245000000000026 -1.0000000180025095e-35 -0.23052999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00053886834547261261 -0.00026240954120595236 0.00020456182866404273 -4.8213312182254921e-05 leaf_weight=1.6244305426662311 4.8638854987948461 21.102288276670151 86.195723917358919 leaf_count=12 144 241 2611 internal_value=0 0.000116339 -3.66816e-05 internal_weight=0 25.9662 87.8202 internal_count=3008 385 2623 is_linear=0 shrinkage=0.000400217 Tree=6710 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.47535 3.29023 threshold=-0.52342999999999995 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023420443154791547 -4.2305556713388587e-05 0.0098198741939354243 leaf_weight=1.590875580026476 98.266058126111602 16.3408251121582 leaf_count=56 2675 348 internal_value=0 0.00137207 internal_weight=0 114.607 internal_count=3079 3023 is_linear=0 shrinkage=0.0204111 Tree=6711 num_leaves=4 num_cat=0 split_feature=2 2 0 split_gain=2.72444 6.71483 5.54831 threshold=0.086885000000000004 0.086935000000000012 -0.066359999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019648298784238051 0.00084785625223672925 1.5233610850549239e-05 0.00012107417210557163 leaf_weight=27.674853181064464 1.4735136833623972 72.497877387959306 12.815735972690161 leaf_count=1129 9 1786 198 internal_value=0 3.30759e-05 -9.59158e-05 internal_weight=0 73.9714 40.4906 internal_count=3122 1795 1327 is_linear=0 shrinkage=0.000400217 Tree=6712 num_leaves=4 num_cat=0 split_feature=403 474 2 split_gain=2.54805 2.57424 1.1049 threshold=0.08888500000000002 -1.0000000180025095e-35 0.12105000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046102383076234322 -0.00040775099525426064 4.5134165325178073e-05 0.00017696735686855379 leaf_weight=1.5212557740887849 2.8313908457712382 113.34764100925531 0.56114745227387164 leaf_count=116 246 2720 23 internal_value=0 3.79885e-05 -0.000308471 internal_weight=0 114.869 3.39254 internal_count=3105 2836 269 is_linear=0 shrinkage=0.000400217 Tree=6713 num_leaves=4 num_cat=0 split_feature=3 49 376 split_gain=2.76237 4.41766 3.64082 threshold=-0.10643499999999999 -0.014479999999999998 0.048375000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018418495636626384 -0.0034012415089719481 0.00029345517253444005 0.010632481587413733 leaf_weight=7.6554427154769682 78.846758454890733 20.11185658427712 8.4250334831303899 leaf_count=62 2551 345 158 internal_value=0 0.00534443 -0.00203457 internal_weight=0 27.7673 87.2718 internal_count=3116 407 2709 is_linear=0 shrinkage=0.0204111 Tree=6714 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=2.39876 2.9731 threshold=-0.52342999999999995 0.11008500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004684713161913482 -9.7075461217708327e-06 0.00023614893814090103 leaf_weight=1.6024460449116293 106.64935095700821 8.3943059732428065 leaf_count=47 2865 199 internal_value=0 8.44385e-06 internal_weight=0 115.044 internal_count=3111 3064 is_linear=0 shrinkage=0.000400217 Tree=6715 num_leaves=4 num_cat=0 split_feature=2 4 2 split_gain=2.613 3.74979 3.53826 threshold=0.097925000000000012 -0.14236999999999997 0.10387 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0063791924454809383 0.013004059827630816 -0.0056688400064144814 -0.00018562937667260905 leaf_weight=13.231826364470178 10.904512525201424 55.752165164283724 36.691291029364947 leaf_count=165 163 1992 775 internal_value=0 -0.00335131 0.00285964 internal_weight=0 68.984 47.5958 internal_count=3095 2157 938 is_linear=0 shrinkage=0.0204111 Tree=6716 num_leaves=4 num_cat=0 split_feature=457 49 0 split_gain=2.67354 3.19759 3.05081 threshold=-1.0000000180025095e-35 -0.006494999999999999 -0.10726999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01874785595216194 0.005504570464062131 0.0052073821917960946 -0.0015998520604190542 leaf_weight=6.084667369032104 42.602319107725634 3.6478160081314837 61.262390810636134 leaf_count=184 487 62 2338 internal_value=0 -0.00981213 0.00131697 internal_weight=0 9.73248 103.865 internal_count=3071 246 2825 is_linear=0 shrinkage=0.0204111 Tree=6717 num_leaves=4 num_cat=0 split_feature=13 0 0 split_gain=2.8674 4.9699 3.28948 threshold=0.11001000000000001 -0.11471499999999998 -0.073114999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.004514052506999662 -0.0067586372156477345 -0.0046656095258639559 0.01480911439002849 leaf_weight=43.237659223545052 3.9776076441048636 56.613575161823974 10.673588686506262 leaf_count=456 118 2386 107 internal_value=0 -0.000690021 0.0089469 internal_weight=0 99.8512 14.6512 internal_count=3067 2842 225 is_linear=0 shrinkage=0.0204111 Tree=6718 num_leaves=3 num_cat=0 split_feature=1365 402 split_gain=3.03258 2.74359 threshold=1.0000000180025095e-35 0.086255000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.2147171323622755e-05 -0.00036874768456888107 -0.00027088382462608457 leaf_weight=113.09848668397353 2.7189458099310277 3.9967511989216282 leaf_count=2683 63 355 internal_value=0 5.05321e-05 internal_weight=0 117.095 internal_count=3101 3038 is_linear=0 shrinkage=0.000400217 Tree=6719 num_leaves=4 num_cat=0 split_feature=4 483 13 split_gain=3.17847 2.39231 1.37017 threshold=-0.49977499999999991 0.10297500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0042485371029352941 0.0010367560725244918 -0.018686823620177966 -0.026218222511755974 leaf_weight=2.2229874612530693 101.9082591217666 2.5161180155719185 2.5458644955069749 leaf_count=39 2793 126 93 internal_value=0 0.000542008 -0.0163095 internal_weight=0 104.424 4.76885 internal_count=3051 2919 132 is_linear=0 shrinkage=0.0204111 Tree=6720 num_leaves=4 num_cat=0 split_feature=2 51 3 split_gain=3.43488 4.2947 2.5711 threshold=0.096055000000000015 -0.09021499999999999 -0.52337999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017195254497288429 0.00051210505509128321 -0.00010252018527754618 6.4888885216499501e-05 leaf_weight=10.951688484296026 2.0374301455449304 52.311329405585639 51.176535422930101 leaf_count=199 16 1845 1016 internal_value=0 -5.47854e-05 8.3051e-05 internal_weight=0 63.263 53.214 internal_count=3076 2044 1032 is_linear=0 shrinkage=0.000400217 Tree=6721 num_leaves=3 num_cat=0 split_feature=1444 403 split_gain=2.00817 2.45177 threshold=-0.084559999999999982 0.08888500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041651054510757592 1.9599923260918384e-05 -0.00034502703910130111 leaf_weight=1.8706617854768399 116.56517521555907 2.9185966572986208 leaf_count=26 2807 254 internal_value=0 1.03786e-05 internal_weight=0 119.484 internal_count=3087 3061 is_linear=0 shrinkage=0.000400217 Tree=6722 num_leaves=4 num_cat=0 split_feature=1456 43 483 split_gain=3.09527 2.86464 0.0413975 threshold=-1.0000000180025095e-35 -0.07440999999999999 -0.45053999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016239008273256659 0.00010650802837061913 -2.3281671044328356e-05 -0.00041172577621107609 leaf_weight=0.32088070204190478 43.12060689770442 73.54360737769457 2.511797883829785 leaf_count=22 1058 1712 262 internal_value=0 2.47464e-05 -0.00039073 internal_weight=0 116.664 2.83268 internal_count=3054 2770 284 is_linear=0 shrinkage=0.000400217 Tree=6723 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=3.40085 2.93724 1.87786 threshold=0.11584000000000001 0.082805000000000004 0.24099500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00073131398418831573 0.0019738733524247549 -0.012428208795402778 0.014525682253101697 leaf_weight=83.054189857088204 12.027748068969233 9.9138595098138449 8.3959845956123882 leaf_count=1574 189 1072 233 internal_value=0 -0.00199209 0.00718486 internal_weight=0 92.968 20.4237 internal_count=3068 2646 422 is_linear=0 shrinkage=0.0204111 Tree=6724 num_leaves=4 num_cat=0 split_feature=14 453 48 split_gain=3.04511 2.74867 0.562044 threshold=0.077685000000000018 0.10097500000000002 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001622650893378728 -0.032107647643926027 -0.022544565884302981 -0.01113035122804725 leaf_weight=111.29715926661811 1.0737453408364674 1.8840969883603964 1.30646396071097 leaf_count=2910 15 23 89 internal_value=0 0.00119846 -0.0216109 internal_weight=0 113.181 2.38021 internal_count=3037 2933 104 is_linear=0 shrinkage=0.0204111 Tree=6725 num_leaves=4 num_cat=0 split_feature=4 0 133 split_gain=3.3784 5.43572 2.86776 threshold=-0.17568999999999999 0.053965000000000006 -0.25351499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024330381046514745 -0.021295084984022359 0.00038150921608752768 0.0026872553348669323 leaf_weight=5.4048186362488222 2.0118323474525814 11.302101315202888 96.65138077190386 leaf_count=93 189 155 2624 internal_value=0 -0.00772173 0.00217465 internal_weight=0 16.7069 98.6632 internal_count=3061 248 2813 is_linear=0 shrinkage=0.0204111 Tree=6726 num_leaves=4 num_cat=0 split_feature=43 1 13 split_gain=3.72663 3.48499 3.15617 threshold=-0.19537999999999997 0.085880000000000026 0.16421000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040522086301911356 -0.00014732385962251302 5.9166882559043854e-06 4.8697831231039049e-06 leaf_weight=5.473573530209249 37.160949326969785 65.598497380633489 7.2517920967366081 leaf_count=48 1613 1266 146 internal_value=0 -4.95998e-05 0.000179106 internal_weight=0 102.759 12.7254 internal_count=3073 2879 194 is_linear=0 shrinkage=0.000400217 Tree=6727 num_leaves=4 num_cat=0 split_feature=49 3 49 split_gain=2.30096 5.54053 4.32567 threshold=-0.085934999999999984 -0.0020499999999999997 -0.081554999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028667732495829628 0.020788578015996179 -0.022695566847754825 0.0010898169782582652 leaf_weight=9.6059670062168134 4.7633386095985761 5.4556708869204149 98.371252934857694 leaf_count=139 50 58 2846 internal_value=0 -0.00649164 0.00202118 internal_weight=0 15.0616 103.135 internal_count=3093 197 2896 is_linear=0 shrinkage=0.0204111 Tree=6728 num_leaves=4 num_cat=0 split_feature=12 43 12 split_gain=2.62277 3.54418 1.47178 threshold=0.11596500000000001 -0.18069999999999997 0.12745500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012934135981447346 -0.028927356410372831 0.00023294785900115035 -0.0051300888624340631 leaf_weight=9.9072436317655939 1.6607757247584221 105.91167224127639 2.9421530015752069 leaf_count=158 59 2792 84 internal_value=0 0.00133086 -0.0141994 internal_weight=0 115.819 4.60293 internal_count=3093 2950 143 is_linear=0 shrinkage=0.0204111 Tree=6729 num_leaves=4 num_cat=0 split_feature=52 131 159 split_gain=3.22289 3.8497 2.77263 threshold=-0.24600999999999998 0.10350000000000001 0.10797500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020874990820347501 0.0017577220564126989 0.019562093952138822 -0.014837779740303429 leaf_weight=5.3076728848463963 102.81353597812449 1.1044843373820183 4.2608678936412607 leaf_count=329 2521 24 203 internal_value=0 -0.0136936 0.00108252 internal_weight=0 6.41216 107.074 internal_count=3077 353 2724 is_linear=0 shrinkage=0.0204111 Tree=6730 num_leaves=4 num_cat=0 split_feature=14 52 2 split_gain=2.50679 2.26922 0.773695 threshold=0.077685000000000018 -0.51586999999999994 0.09302500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020081611178262918 -0.031082398857469922 0.0011054650486664291 -0.0070747742284372308 leaf_weight=2.033827136096078 1.1868343320966226 113.92915091098439 1.1314654375528332 leaf_count=217 68 2758 21 internal_value=0 0.000714861 -0.0202311 internal_weight=0 115.963 2.3183 internal_count=3064 2975 89 is_linear=0 shrinkage=0.0204111 Tree=6731 num_leaves=4 num_cat=0 split_feature=43 16 124 split_gain=2.8096 3.16067 2.68889 threshold=-0.19537999999999997 -0.27157999999999993 0.11158000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065679376953872628 -2.3970180945124426e-05 9.9204171921728191e-05 0.00041817485473910832 leaf_weight=1.8165201994124789 102.80960149785824 10.870190416215335 2.1394596048630765 leaf_count=22 2857 188 24 internal_value=0 0.000184089 -1.45207e-05 internal_weight=0 12.6867 104.949 internal_count=3091 210 2881 is_linear=0 shrinkage=0.000400217 Tree=6732 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=2.75093 4.98832 4.05135 threshold=0.086425000000000016 -0.063819999999999988 -0.23075999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025746282888738914 -0.00028926672717318581 0.00011573926964681934 -2.2510087053131437e-05 leaf_weight=9.0964121512370166 14.309497531474337 7.2797319035744286 81.887594157935382 leaf_count=72 304 90 2626 internal_value=0 -0.000152809 5.76313e-06 internal_weight=0 21.5892 90.984 internal_count=3092 394 2698 is_linear=0 shrinkage=0.000400217 Tree=6733 num_leaves=4 num_cat=0 split_feature=41 38 4 split_gain=2.8268 2.79619 2.3506 threshold=0.075585000000000013 1.0000000180025095e-35 0.25544500000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017464494569056602 -0.02184301138472489 -0.014689852661441759 -0.00039808878868236101 leaf_weight=98.286967801106584 4.1820043629850243 4.3982662088383213 4.2326982992235571 leaf_count=2853 120 61 53 internal_value=0 0.00102721 -0.0112028 internal_weight=0 102.685 8.4147 internal_count=3087 2914 173 is_linear=0 shrinkage=0.0204111 Tree=6734 num_leaves=4 num_cat=0 split_feature=160 151 41 split_gain=3.97852 3.79048 2.95128 threshold=-0.09712999999999998 -0.14608999999999997 0.075585000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028978155584097272 4.9928619686223844e-05 -0.00038231678945123187 -0.00019994493644433055 leaf_weight=1.5821484862826762 102.92647990509431 6.7766222972622909 8.0617075987393019 leaf_count=20 2544 421 143 internal_value=0 -0.000252953 3.15957e-05 internal_weight=0 8.35877 110.988 internal_count=3128 441 2687 is_linear=0 shrinkage=0.000400217 Tree=6735 num_leaves=3 num_cat=0 split_feature=376 133 split_gain=2.98925 4.18009 threshold=0.088415000000000007 0.093800000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00043356801160678059 0.019323037785951718 -0.019871542215778873 leaf_weight=103.82371129992498 2.8983111218258264 4.7115542045030443 leaf_count=2499 62 494 internal_value=0 -0.00129699 internal_weight=0 108.535 internal_count=3055 2993 is_linear=0 shrinkage=0.0204111 Tree=6736 num_leaves=4 num_cat=0 split_feature=1 15 0 split_gain=2.65316 3.43201 1.47706 threshold=0.12700000000000003 -0.095604999999999982 -0.13991499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0076849099435557346 -0.0053739346853900957 0.00077537787461631866 0.012381620146312423 leaf_weight=26.837435783731053 2.3877242964226744 77.135295397996742 9.3873685915314109 leaf_count=487 42 2371 235 internal_value=0 -0.00141431 0.00876449 internal_weight=0 103.973 11.7751 internal_count=3135 2858 277 is_linear=0 shrinkage=0.0204111 Tree=6737 num_leaves=4 num_cat=0 split_feature=480 1447 12 split_gain=2.71639 2.59719 0.872778 threshold=0.08456000000000001 -0.086059999999999984 -0.066924999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.024080407896600105 0.0076222677889764608 0.0016221348008244288 -0.02096386493283308 leaf_weight=2.0765162065054019 0.46783946532377774 111.02429010454398 2.7394674261777245 leaf_count=40 12 2832 216 internal_value=0 0.00205787 -0.0166776 internal_weight=0 113.101 3.20731 internal_count=3100 2872 228 is_linear=0 shrinkage=0.0204111 Tree=6738 num_leaves=3 num_cat=0 split_feature=1444 9 split_gain=2.47269 2.22067 threshold=-0.084559999999999982 0.084755000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02262826854190551 5.8419046070801231e-05 -0.011533336471446418 leaf_weight=1.816988148173549 109.32352836360224 7.2359680257432037 leaf_count=30 2958 109 internal_value=0 -0.00067157 internal_weight=0 116.559 internal_count=3097 3067 is_linear=0 shrinkage=0.0204111 Tree=6739 num_leaves=3 num_cat=0 split_feature=1365 1373 split_gain=2.40208 2.33643 threshold=1.0000000180025095e-35 0.099250000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014752507966958738 -0.01855704971439499 -0.023308037415198293 leaf_weight=115.85467021360273 2.5261421434988724 1.4950050857150916 leaf_count=3028 58 24 internal_value=0 0.0011376 internal_weight=0 117.35 internal_count=3110 3052 is_linear=0 shrinkage=0.0204111 Tree=6740 num_leaves=4 num_cat=0 split_feature=133 123 160 split_gain=2.70503 4.38399 2.82956 threshold=0.094310000000000019 0.081630000000000022 -0.40187499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042684675326607987 -0.00040425843058259725 0.0003668413348447141 3.4564840744192449e-05 leaf_weight=2.0587667837353356 5.2027556234716021 1.4233899274840949 111.01480945353615 leaf_count=212 512 36 2385 internal_value=0 -0.000235272 2.57498e-05 internal_weight=0 6.62615 113.074 internal_count=3145 548 2597 is_linear=0 shrinkage=0.000400217 Tree=6741 num_leaves=3 num_cat=0 split_feature=9 4 split_gain=2.30952 2.52576 threshold=-0.016839999999999997 -0.49977499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02115924033396473 -0.013401521599435385 0.00082589775490267197 leaf_weight=2.1105100164713795 5.3450257597723967 109.60311670372175 leaf_count=94 127 2882 internal_value=0 0.000151933 internal_weight=0 114.948 internal_count=3103 3009 is_linear=0 shrinkage=0.0204111 Tree=6742 num_leaves=4 num_cat=0 split_feature=52 0 15 split_gain=2.45561 4.50618 2.3334 threshold=-0.048794999999999991 0.19242500000000004 0.050935000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0046995232082073114 -0.0021760454582194183 -0.034438196118361304 -0.011130773328549946 leaf_weight=39.168356185367884 68.140057100343256 1.7416912637418125 4.1977337193602571 leaf_count=817 2147 17 118 internal_value=0 -0.00303393 0.00314247 internal_weight=0 69.8817 43.3661 internal_count=3099 2164 935 is_linear=0 shrinkage=0.0204111 Tree=6743 num_leaves=4 num_cat=0 split_feature=15 1 159 split_gain=3.46942 4.12953 3.37464 threshold=-0.093124999999999986 0.086100000000000024 0.10862000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041954343069415892 7.86059964632588e-05 -3.0481334253957082e-05 -0.00036096416196857865 leaf_weight=5.0285520392062599 78.179722981798477 29.290374090116529 2.7916124913499507 leaf_count=259 2222 455 135 internal_value=0 -8.86673e-05 6.29736e-05 internal_weight=0 34.3189 80.9713 internal_count=3071 714 2357 is_linear=0 shrinkage=0.000400217 Tree=6744 num_leaves=4 num_cat=0 split_feature=52 13 40 split_gain=2.86913 2.65353 1.26364 threshold=-0.40306999999999998 0.077550000000000022 -0.069544999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023778381005283688 -1.0844124258667175e-05 0.00015329075179090475 -0.00040855029793114165 leaf_weight=0.48532950785011086 93.272940127542824 18.873503826565866 3.4763876509605316 leaf_count=4 2495 281 307 internal_value=0 1.6904e-05 -0.000325012 internal_weight=0 112.146 3.96172 internal_count=3087 2776 311 is_linear=0 shrinkage=0.000400217 Tree=6745 num_leaves=4 num_cat=0 split_feature=2 2 49 split_gain=3.90418 3.65132 0.473389 threshold=-0.10161999999999997 -0.074699999999999989 -0.0093449999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041952065299029584 -0.00043013369112509934 -6.0177311570688996e-06 0.00017723403348135868 leaf_weight=3.1740195214224514 3.2375988122075787 111.10254031645127 2.5776823679916552 leaf_count=37 37 2984 55 internal_value=0 -1.84358e-05 0.000316395 internal_weight=0 114.34 5.7517 internal_count=3113 3021 92 is_linear=0 shrinkage=0.000400217 Tree=6746 num_leaves=4 num_cat=0 split_feature=133 43 42 split_gain=2.58944 2.5392 0.0715124 threshold=-0.25351499999999993 0.21122500000000002 -0.0009549999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018749818394801318 2.1937363929119264e-06 0.00035723255007747253 -0.00046741971920568573 leaf_weight=0.39238176514118128 114.89527076766353 3.207849885482573 1.6872111927659705 leaf_count=128 2909 33 58 internal_value=0 1.21663e-05 -0.000426881 internal_weight=0 118.103 2.07959 internal_count=3128 2942 186 is_linear=0 shrinkage=0.000400217 Tree=6747 num_leaves=4 num_cat=0 split_feature=43 16 4 split_gain=2.39876 3.41086 2.92866 threshold=-0.19537999999999997 -0.19424999999999998 -0.49367499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00064389784270694919 -0.00031109681040857983 8.1483452915044382e-05 5.9452432271468252e-06 leaf_weight=1.9821793261216942 4.7790763184311791 10.121238105472001 101.75488357175527 leaf_count=21 148 181 2729 internal_value=0 0.000178648 -8.58884e-06 internal_weight=0 12.1034 106.534 internal_count=3079 202 2877 is_linear=0 shrinkage=0.000400217 Tree=6748 num_leaves=3 num_cat=0 split_feature=1375 38 split_gain=2.50427 2.59042 threshold=-0.43271999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019109678235351587 0.0031933511171766439 -0.011991912403839547 leaf_weight=2.1567647448391645 110.10247865908605 4.77915232151281 leaf_count=16 2973 70 internal_value=0 0.00255057 internal_weight=0 114.882 internal_count=3059 3043 is_linear=0 shrinkage=0.0204111 Tree=6749 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=2.80103 2.78439 threshold=0.090240000000000015 -0.27269499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011695143066904378 -0.017725958150498371 0.0021566219340888124 leaf_weight=6.2838577998882093 3.166859351185848 110.73990160783251 leaf_count=333 68 2702 internal_value=0 0.00140235 internal_weight=0 117.024 internal_count=3103 3035 is_linear=0 shrinkage=0.0204111 Tree=6750 num_leaves=4 num_cat=0 split_feature=43 48 474 split_gain=2.81004 4.25036 4.15623 threshold=-0.075449999999999975 0.086665000000000006 0.084655000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5054158157607475e-06 -8.653247444212711e-05 0.00030538670285277153 0.00020499916588405883 leaf_weight=31.347100422328367 65.994804352376377 9.870606817697988 8.7783246720573498 leaf_count=1001 1706 211 158 internal_value=0 7.79522e-05 -5.20515e-05 internal_weight=0 41.2177 74.7731 internal_count=3076 1212 1864 is_linear=0 shrinkage=0.000400217 Tree=6751 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=3.07957 2.83448 threshold=-0.50992999999999988 0.0019650000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016537178921109265 -0.0040963181394683664 0.0024606158350281939 leaf_weight=4.2254906648158785 57.983793714183776 51.994428044614324 leaf_count=51 2078 957 internal_value=0 -0.000997045 internal_weight=0 109.978 internal_count=3086 3035 is_linear=0 shrinkage=0.0204111 Tree=6752 num_leaves=4 num_cat=0 split_feature=0 1444 15 split_gain=2.85314 2.94315 2.31698 threshold=-0.23075999999999999 -0.084559999999999982 -0.071019999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058070739206836483 0.023465481151920691 -0.0023698144482400315 0.020083299357501135 leaf_weight=5.6389829837717116 1.7593923459062342 101.88927569110456 4.5131130603840557 leaf_count=53 27 3005 40 internal_value=0 -0.00190642 0.00937509 internal_weight=0 103.649 10.1521 internal_count=3125 3032 93 is_linear=0 shrinkage=0.0204111 Tree=6753 num_leaves=4 num_cat=0 split_feature=1447 1132 159 split_gain=2.41974 2.05459 1.00217 threshold=-0.086059999999999984 -1.0000000180025095e-35 -0.032069999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010569330236937565 -0.00044252082764877825 1.2596248540661545e-06 0.00056606289043153589 leaf_weight=1.5164852383259133 1.583949644176754 113.75864318955064 1.5383991026283172 leaf_count=75 25 2969 29 internal_value=0 -5.25786e-06 0.000349346 internal_weight=0 115.343 3.05488 internal_count=3098 2994 104 is_linear=0 shrinkage=0.000400217 Tree=6754 num_leaves=4 num_cat=0 split_feature=48 52 9 split_gain=2.27982 4.54291 3.45343 threshold=-0.032929999999999994 -0.010264999999999998 0.037245000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013969117359064554 0.00043925086503748671 0.016634576901155513 -0.015964832763790994 leaf_weight=2.5653598517601486 101.70690584690237 8.3030577625613642 5.5310449346943633 leaf_count=81 2814 99 98 internal_value=0 0.00934216 -0.000422597 internal_weight=0 10.8684 107.238 internal_count=3092 180 2912 is_linear=0 shrinkage=0.0204111 Tree=6755 num_leaves=4 num_cat=0 split_feature=41 148 16 split_gain=3.85906 2.85403 2.31216 threshold=0.075585000000000013 -0.082084999999999977 -0.53257999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014516340985835825 0.0032556478907638611 0.0016926104059295734 -0.020267262350478831 leaf_weight=4.6296571280836352 2.4188302331021987 99.439349397654951 5.8533581643277994 leaf_count=91 29 2817 140 internal_value=0 0.000956706 -0.0134374 internal_weight=0 104.069 8.27219 internal_count=3077 2908 169 is_linear=0 shrinkage=0.0204111 Tree=6756 num_leaves=3 num_cat=0 split_feature=46 12 split_gain=3.01682 2.84442 threshold=0.081930000000000017 0.10042000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016652563081832018 -0.020509164234910861 -0.0091616640676242447 leaf_weight=98.604627569846343 2.7950658914633086 11.150926727561453 leaf_count=2587 45 435 internal_value=0 0.000557049 internal_weight=0 109.756 internal_count=3067 3022 is_linear=0 shrinkage=0.0204111 Tree=6757 num_leaves=4 num_cat=0 split_feature=1213 42 12 split_gain=4.27725 3.79611 0.21528 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086914999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.0430785068611756e-06 -0.00018160769400299569 4.9128030679490525e-05 -0.00043342391027731663 leaf_weight=0.20106604741886291 12.873926996628141 94.72417673707605 3.483127425042766 leaf_count=4 610 1982 457 internal_value=0 2.13608e-05 -0.000410883 internal_weight=0 107.598 3.68419 internal_count=3053 2592 461 is_linear=0 shrinkage=0.000400217 Tree=6758 num_leaves=4 num_cat=0 split_feature=1 47 49 split_gain=2.83116 3.65809 1.40147 threshold=0.12313000000000002 0.11896000000000002 0.14121000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0114570910592288e-05 0.00012040332520566304 -0.0004685376355080978 0.00042562911794072307 leaf_weight=99.243730328455058 11.563209836225722 2.5130501393286968 2.9898855523206285 leaf_count=2710 279 62 24 internal_value=0 -2.20852e-06 0.000185882 internal_weight=0 101.757 14.5531 internal_count=3075 2772 303 is_linear=0 shrinkage=0.000400217 Tree=6759 num_leaves=4 num_cat=0 split_feature=4 1 42 split_gain=2.75901 5.25533 4.68052 threshold=-0.078079999999999997 0.099515000000000006 0.093765000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0072226906484780693 -0.0071609261203177789 0.0032824744178829674 -0.016683452423120415 leaf_weight=31.672926255574566 41.832979840497501 38.406909513782011 3.7156689784969776 leaf_count=887 1423 683 119 internal_value=0 -0.00216457 0.00466793 internal_weight=0 80.2399 35.3886 internal_count=3112 2106 1006 is_linear=0 shrinkage=0.0204111 Tree=6760 num_leaves=3 num_cat=0 split_feature=51 48 split_gain=2.62985 2.46626 threshold=-0.40148999999999996 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021058625280675418 0.0025488276214745394 -0.010719863054081 leaf_weight=2.0184565351664778 107.75162741226995 6.0602488097065352 leaf_count=109 2910 92 internal_value=0 0.00183246 internal_weight=0 113.812 internal_count=3111 3002 is_linear=0 shrinkage=0.0204111 Tree=6761 num_leaves=4 num_cat=0 split_feature=2 474 2 split_gain=3.52061 5.10311 4.85118 threshold=0.086635000000000004 0.085435000000000025 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0089880126880460924 0.027742936818737036 0.012646217240885186 0.00039949667763918673 leaf_weight=33.989649991892293 2.6946952740254337 5.1403432197330394 73.416503338705297 leaf_count=1179 38 93 1768 internal_value=0 -0.00611804 0.00140691 internal_weight=0 39.13 76.1112 internal_count=3078 1272 1806 is_linear=0 shrinkage=0.0204111 Tree=6762 num_leaves=4 num_cat=0 split_feature=376 2 43 split_gain=2.77608 2.68248 0.888559 threshold=0.048375000000000008 0.097925000000000012 -0.081354999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9434614084300594e-05 8.0363116588240109e-05 5.7987126882936726e-05 0.00033274368257102052 leaf_weight=60.045877303491579 4.2822188711725175 47.138912806374719 4.7824611171090492 leaf_count=2031 77 865 85 internal_value=0 -1.33936e-05 0.000215953 internal_weight=0 107.185 9.06468 internal_count=3058 2896 162 is_linear=0 shrinkage=0.000400217 Tree=6763 num_leaves=3 num_cat=0 split_feature=1456 15 split_gain=3.39251 2.36775 threshold=-1.0000000180025095e-35 -0.095604999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020436167873480061 -0.0040404904129955543 0.0026417825887909072 leaf_weight=3.0608821187252024 29.451224657488638 87.329056167407543 leaf_count=295 611 2221 internal_value=0 0.000954301 internal_weight=0 116.78 internal_count=3127 2832 is_linear=0 shrinkage=0.0204111 Tree=6764 num_leaves=4 num_cat=0 split_feature=1213 475 4 split_gain=2.89265 2.67333 2.20242 threshold=-1.0000000180025095e-35 -0.086004999999999984 0.51195500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039062340850527642 8.60624058321314e-06 -0.00043520684569539516 0.00041251705983773697 leaf_weight=0.65664446353912342 114.27193313136013 3.8233645360178334 2.0922165666124775 leaf_count=2 2546 477 137 internal_value=0 -0.00030759 1.62581e-05 internal_weight=0 4.48001 116.364 internal_count=3162 479 2683 is_linear=0 shrinkage=0.000400217 Tree=6765 num_leaves=3 num_cat=0 split_feature=52 16 split_gain=2.26578 2.76901 threshold=-0.42985499999999993 0.31475000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020150895317408716 -0.001073912640987453 0.010485067205573529 leaf_weight=2.2838879095434086 101.02555349541581 9.3280687420337909 leaf_count=278 2662 129 internal_value=0 -8.72076e-05 internal_weight=0 110.354 internal_count=3069 2791 is_linear=0 shrinkage=0.0204111 Tree=6766 num_leaves=4 num_cat=0 split_feature=2 2 49 split_gain=3.06214 3.71674 0.247617 threshold=-0.14169499999999999 -0.074699999999999989 -0.0093449999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041218801672565728 -0.00038144972493864434 8.7291331584362078e-06 0.00021397174128076494 leaf_weight=2.2995089573087171 3.9433646912220857 109.35941512381942 2.6318804967449969 leaf_count=26 49 2952 53 internal_value=0 -5.21374e-06 0.000313499 internal_weight=0 113.303 4.93139 internal_count=3080 3001 79 is_linear=0 shrinkage=0.000400217 Tree=6767 num_leaves=3 num_cat=0 split_feature=10 160 split_gain=2.66878 3.52724 threshold=0.08302000000000001 -0.20907999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034758485254973639 0.00039408012142270674 9.8904754529550948e-06 leaf_weight=4.4922656831404302 2.6453228874888728 111.08302005996302 leaf_count=329 74 2712 internal_value=0 -4.3271e-06 internal_weight=0 115.575 internal_count=3115 3041 is_linear=0 shrinkage=0.000400217 Tree=6768 num_leaves=3 num_cat=0 split_feature=453 150 split_gain=2.53536 2.28261 threshold=0.087445000000000009 0.13584500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.2317289231369226e-05 -0.00036920023007821459 -0.00044826090247740446 leaf_weight=113.918098080665 2.8569299283262799 1.6380188902257931 leaf_count=2990 58 29 internal_value=0 5.36095e-06 internal_weight=0 115.556 internal_count=3077 3019 is_linear=0 shrinkage=0.000400217 Tree=6769 num_leaves=4 num_cat=0 split_feature=160 1429 43 split_gain=2.39571 3.10133 2.70897 threshold=-0.089974999999999986 -1.0000000180025095e-35 -0.59779499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.027292806037685975 -0.02609334954868495 0.0020736407528770149 -0.011987816427721946 leaf_weight=0.69013214111328025 1.5424714536784438 105.5049739522965 8.989023342741346 leaf_count=1 115 2504 477 internal_value=0 0.00164094 -0.00890699 internal_weight=0 107.047 9.67916 internal_count=3097 2619 478 is_linear=0 shrinkage=0.0204111 Tree=6770 num_leaves=3 num_cat=0 split_feature=51 13 split_gain=2.78521 2.15271 threshold=-0.40148999999999996 -0.5318799999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0211374109550518 -0.014013456030224945 0.001960874387805284 leaf_weight=2.2028078047151203 3.5149420024245037 114.35095594418635 leaf_count=118 38 2959 internal_value=0 0.00147165 internal_weight=0 117.866 internal_count=3115 2997 is_linear=0 shrinkage=0.0204111 Tree=6771 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=4.2466 5.03487 2.40405 threshold=0.10100500000000003 -0.15490999999999996 -0.086624999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023332844412472223 -0.00029752937046423865 -8.0441102072484618e-05 0.00013740811199706616 leaf_weight=9.2473531901196093 2.0383041042514369 65.65772147255484 41.045719295216259 leaf_count=102 24 2199 747 internal_value=0 -4.14145e-05 0.000116113 internal_weight=0 74.9051 43.084 internal_count=3072 2301 771 is_linear=0 shrinkage=0.000400217 Tree=6772 num_leaves=4 num_cat=0 split_feature=12 4 133 split_gain=4.47784 4.28163 2.97576 threshold=0.094025000000000011 0.17888000000000001 0.085005000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.3627003140535133e-05 -0.00033654529946803007 4.4002584734076788e-05 -0.0001462028161299197 leaf_weight=86.086565629100733 10.930359702921125 8.2509817059617472 12.273232625384479 leaf_count=1627 668 95 659 internal_value=0 -0.000173545 3.73082e-05 internal_weight=0 19.1813 98.3598 internal_count=3049 763 2286 is_linear=0 shrinkage=0.000400217 Tree=6773 num_leaves=3 num_cat=0 split_feature=42 402 split_gain=2.25008 2.30025 threshold=-0.40652499999999997 0.086140000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02825474071933666 0.0016010389016290036 -0.013987783684736797 leaf_weight=0.98909236607141693 113.50124028797654 3.9738764521352996 leaf_count=8 2738 341 internal_value=0 0.00106089 internal_weight=0 117.475 internal_count=3087 3079 is_linear=0 shrinkage=0.0204111 Tree=6774 num_leaves=3 num_cat=0 split_feature=1444 2 split_gain=2.21684 2.75162 threshold=-0.084559999999999982 0.097925000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022195138808114252 -0.0027457970070638368 0.0036719727975430506 leaf_weight=1.7743028151453462 67.736519519099602 47.079232344403863 leaf_count=33 2122 955 internal_value=0 -0.000113231 internal_weight=0 114.816 internal_count=3110 3077 is_linear=0 shrinkage=0.0204111 Tree=6775 num_leaves=4 num_cat=0 split_feature=128 43 2 split_gain=2.67133 2.85482 0.388763 threshold=0.085185000000000025 -0.50992999999999988 0.10928500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034472899084281777 -0.00044487191496272435 1.9846537233370194e-06 -4.8922006822144083e-05 leaf_weight=3.9222765126032746 2.2548790494183772 110.83881795417074 0.51312760839937244 leaf_count=39 185 2852 33 internal_value=0 1.40235e-05 -0.000376227 internal_weight=0 114.761 2.76801 internal_count=3109 2891 218 is_linear=0 shrinkage=0.000400217 Tree=6776 num_leaves=4 num_cat=0 split_feature=159 159 15 split_gain=3.21274 3.78649 2.88465 threshold=0.091330000000000008 0.088450000000000015 -0.46772999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8132147520213749e-05 0.00036969268169048165 0.0003807130257609437 -0.00032142256615712127 leaf_weight=101.37298445425949 0.99598352034808968 3.8494581398408618 8.4716807543591113 leaf_count=2689 73 46 297 internal_value=0 -3.15162e-06 -0.000245247 internal_weight=0 105.222 9.46766 internal_count=3105 2735 370 is_linear=0 shrinkage=0.000400217 Tree=6777 num_leaves=4 num_cat=0 split_feature=156 1 0 split_gain=2.83511 2.59605 0.379747 threshold=0.11896500000000002 0.12313000000000002 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047055668067732571 -0.038608062945899697 0.009892170339222366 -0.015285699981720063 leaf_weight=105.11784104654362 0.52227328077424306 13.671600568311986 1.0615252734569356 leaf_count=2723 4 284 96 internal_value=0 0.00156319 -0.0250179 internal_weight=0 118.789 1.5838 internal_count=3107 3007 100 is_linear=0 shrinkage=0.0204111 Tree=6778 num_leaves=4 num_cat=0 split_feature=2 0 13 split_gain=2.46659 3.89449 2.83738 threshold=0.092120000000000021 -0.066359999999999988 -0.5318799999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0065953306478751736 -0.016057988730522089 0.0049558097478215758 0.0040247691285466274 leaf_weight=38.357424334331881 2.9800414110068223 17.683823433093494 57.078092303267113 leaf_count=1575 34 253 1170 internal_value=0 -0.00294775 0.00300025 internal_weight=0 56.0412 60.0581 internal_count=3032 1828 1204 is_linear=0 shrinkage=0.0204111 Tree=6779 num_leaves=4 num_cat=0 split_feature=128 43 2 split_gain=2.49944 2.52275 0.507694 threshold=0.085185000000000025 -0.50992999999999988 0.11753000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016117215730537478 -0.022625154309564965 -5.8118460590720337e-05 -5.6107263569290325e-05 leaf_weight=4.0568993246415621 2.2731051784012375 110.24027133351956 0.50345990335699742 leaf_count=40 197 2869 20 internal_value=0 0.000531225 -0.0186936 internal_weight=0 114.297 2.77657 internal_count=3126 2909 217 is_linear=0 shrinkage=0.0204111 Tree=6780 num_leaves=4 num_cat=0 split_feature=160 1429 48 split_gain=2.37444 2.43593 0.0379827 threshold=-0.40187499999999993 -1.0000000180025095e-35 0.086185000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021966348507474528 -0.021935255897737822 0.0003930474190895474 -0.010478410681060969 leaf_weight=1.8861790458595344 1.9616441639955144 110.85292381211184 0.47296680685394665 leaf_count=214 128 2735 34 internal_value=0 -1.6566e-05 -0.0202424 internal_weight=0 112.815 2.35915 internal_count=3111 2863 248 is_linear=0 shrinkage=0.0204111 Tree=6781 num_leaves=4 num_cat=0 split_feature=3 11 4 split_gain=2.86334 3.3165 1.33418 threshold=-0.16935999999999998 0.079700000000000007 -0.46195999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.0572125305654065e-05 1.1212534438307567e-05 -0.00028669483586083616 0.00029935290152841644 leaf_weight=1.9216151116415856 104.78334449054273 6.2359430774813509 7.4369122320058505 leaf_count=67 2886 110 88 internal_value=0 -5.79289e-06 0.000223459 internal_weight=0 111.019 9.35853 internal_count=3151 2996 155 is_linear=0 shrinkage=0.000400217 Tree=6782 num_leaves=4 num_cat=0 split_feature=403 1456 13 split_gain=3.10736 2.60029 0.393504 threshold=0.090530000000000013 -1.0000000180025095e-35 -0.123625 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016731173124910039 0.0028345140638916153 0.0017601011161876455 -0.02127455020291228 leaf_weight=3.1559683598261463 0.28455785010010037 104.26670752025166 2.8512745985499341 leaf_count=288 21 2505 239 internal_value=0 0.00119999 -0.0190645 internal_weight=0 107.423 3.13583 internal_count=3053 2793 260 is_linear=0 shrinkage=0.0204111 Tree=6783 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=2.82935 3.99488 3.7371 threshold=-0.24269999999999997 -0.19153499999999998 -0.46879999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027983499207409032 -0.00044536845291954906 -1.6866039041595742e-05 0.0003234748400445757 leaf_weight=2.0021033454686403 3.4939245323475907 104.26836175188873 7.5331422372546495 leaf_count=42 76 2764 214 internal_value=0 -3.1207e-05 0.000195021 internal_weight=0 107.762 9.53525 internal_count=3096 2840 256 is_linear=0 shrinkage=0.000400217 Tree=6784 num_leaves=3 num_cat=0 split_feature=42 124 split_gain=2.14953 2.97493 threshold=-0.40652499999999997 0.11158000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028443036950631894 0.00034613945655127452 0.019189442464917519 leaf_weight=0.93478105438407411 110.66445857575127 3.4924596679629749 leaf_count=7 3033 29 internal_value=0 0.00094086 internal_weight=0 114.157 internal_count=3069 3062 is_linear=0 shrinkage=0.0204111 Tree=6785 num_leaves=4 num_cat=0 split_feature=131 4 39 split_gain=3.71124 2.83388 2.49145 threshold=0.08956500000000002 0.0015200000000000003 0.08481000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.7111581977427212e-05 -0.00039830626384765847 9.3261906107658144e-05 0.00015720451556046482 leaf_weight=62.243792174549526 5.6421349039010229 46.604480521413279 1.601332641468616 leaf_count=1908 369 826 47 internal_value=0 1.87476e-05 -0.000274974 internal_weight=0 108.848 7.24347 internal_count=3150 2734 416 is_linear=0 shrinkage=0.000400217 Tree=6786 num_leaves=4 num_cat=0 split_feature=483 483 13 split_gain=2.59438 2.61484 0.512495 threshold=0.10297500000000001 -0.06916499999999999 -0.076974999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020496612181448094 -0.004776056505436584 0.0011295205950227838 -0.026718467427321552 leaf_weight=2.2691861706407499 0.67255819103957071 107.01470397741832 1.6156039446395869 leaf_count=176 62 2763 67 internal_value=0 0.000659954 -0.0207926 internal_weight=0 109.284 2.28816 internal_count=3068 2939 129 is_linear=0 shrinkage=0.0204111 Tree=6787 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=3.45526 7.70474 2.76622 threshold=1.0000000180025095e-35 -0.08972999999999999 0.51074000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021253871329313865 0.0015995880418789342 0.00050726617105575878 0.021488512909090565 leaf_weight=9.1881070109666307 75.983330951625248 24.980679613994653 2.9191045927000223 leaf_count=380 1388 1206 144 internal_value=0 -0.00539469 0.00236481 internal_weight=0 34.1688 78.9024 internal_count=3118 1586 1532 is_linear=0 shrinkage=0.0204111 Tree=6788 num_leaves=4 num_cat=0 split_feature=1456 151 150 split_gain=2.14934 1.97354 0.591426 threshold=-1.0000000180025095e-35 -0.52342999999999995 0.099155000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020990897953693514 -0.020435326435418885 0.00035843448804209754 0.0043433748867090982 leaf_weight=2.513914915727582 1.8233681798374153 108.88653382780831 0.40928715467452992 leaf_count=277 52 2745 3 internal_value=0 -4.33486e-06 -0.0174144 internal_weight=0 110.71 2.9232 internal_count=3077 2797 280 is_linear=0 shrinkage=0.0204111 Tree=6789 num_leaves=4 num_cat=0 split_feature=3 3 48 split_gain=2.56714 4.96655 3.47798 threshold=-0.078644999999999979 -0.084014999999999992 -0.095559999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.0749441634918029e-06 -0.00039389854076659746 -0.00036146088532822254 6.7129989578621507e-05 leaf_weight=35.862174931211484 2.6102351444133083 7.689317540243791 71.348237202480959 leaf_count=1114 39 609 1326 internal_value=0 -7.20585e-05 5.0288e-05 internal_weight=0 43.5515 73.9585 internal_count=3088 1723 1365 is_linear=0 shrinkage=0.000400217 Tree=6790 num_leaves=4 num_cat=0 split_feature=401 151 2 split_gain=2.53807 2.73643 1.65224 threshold=0.079655000000000017 -0.52342999999999995 0.10787000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046582769195552709 -0.00042979134697116204 5.1231913457920752e-05 0.0001326643228414584 leaf_weight=1.5519917591591355 2.9020983912414517 114.99196200042752 1.0968902345921376 leaf_count=46 238 2748 54 internal_value=0 4.39058e-05 -0.000276103 internal_weight=0 116.544 3.99899 internal_count=3086 2794 292 is_linear=0 shrinkage=0.000400217 Tree=6791 num_leaves=3 num_cat=0 split_feature=453 0 split_gain=3.21899 3.2181 threshold=1.0000000180025095e-35 -0.23098999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.013596841275984419 -0.017726944879261752 0.00033952156161493096 leaf_weight=8.132170382246839 3.7088349487166843 102.18651869196947 leaf_count=75 73 2913 internal_value=0 0.00132958 internal_weight=0 110.319 internal_count=3061 2988 is_linear=0 shrinkage=0.0204111 Tree=6792 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=2.60847 2.47124 threshold=-0.52337999999999985 -0.25351499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02271373532019676 -0.021067980121824748 0.0012055299190572592 leaf_weight=2.1967550808330989 2.0017675251838218 114.29291890192872 leaf_count=20 198 2888 internal_value=0 0.000802243 internal_weight=0 116.295 internal_count=3106 3086 is_linear=0 shrinkage=0.0204111 Tree=6793 num_leaves=4 num_cat=0 split_feature=160 133 52 split_gain=2.84206 4.73061 2.71213 threshold=-0.083654999999999993 -0.051434999999999988 -0.093809999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024691252545188031 -0.00014224338557468081 -0.00030371403586294712 3.2029331275979089e-05 leaf_weight=3.0920365997317267 17.153799572402932 11.515857793920075 83.258943955232098 leaf_count=81 585 503 1940 internal_value=0 -0.000186172 2.13254e-06 internal_weight=0 14.6079 100.413 internal_count=3109 584 2525 is_linear=0 shrinkage=0.000400217 Tree=6794 num_leaves=4 num_cat=0 split_feature=1213 4 475 split_gain=2.71158 2.83653 2.53583 threshold=-1.0000000180025095e-35 0.51026500000000008 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039106635456371191 2.2801370297333748e-05 0.00042184603593462038 -0.00041352811204914842 leaf_weight=0.65903592109680165 112.91837694283458 2.8159494231804265 3.6937794934128751 leaf_count=2 2507 135 451 internal_value=0 3.29089e-05 -0.000284957 internal_weight=0 115.734 4.35282 internal_count=3095 2642 453 is_linear=0 shrinkage=0.000400217 Tree=6795 num_leaves=4 num_cat=0 split_feature=1429 1444 484 split_gain=2.53284 2.22931 0.0668409 threshold=-1.0000000180025095e-35 -0.084559999999999982 0.089765000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018606420119662858 0.022494746480469542 9.2110928498064551e-05 -0.034429192079825602 leaf_weight=1.1178277366998361 1.7698147761984717 111.62401785256043 0.42290741648321262 leaf_count=117 30 2909 19 internal_value=0 0.000463609 -0.0249878 internal_weight=0 113.394 1.54074 internal_count=3075 2939 136 is_linear=0 shrinkage=0.0204111 Tree=6796 num_leaves=4 num_cat=0 split_feature=12 49 3 split_gain=2.72557 4.79286 4.45544 threshold=0.085295000000000024 -0.085934999999999984 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024286018947241068 -0.00012132839177319761 9.3334593553831164e-05 0.0002635851415774384 leaf_weight=7.4798523850186021 36.141259127398371 64.670551337780125 5.44780637952499 leaf_count=103 1838 1099 29 internal_value=0 5.81589e-05 -7.03357e-05 internal_weight=0 72.1504 41.5891 internal_count=3069 1202 1867 is_linear=0 shrinkage=0.000400217 Tree=6797 num_leaves=4 num_cat=0 split_feature=42 42 52 split_gain=2.95454 2.34792 1.86929 threshold=-0.108275 -0.10509499999999998 -0.39895499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012101686178377744 0.033908594208140047 0.0013101250853771792 -0.020662814081694885 leaf_weight=0.80984614034969116 0.8164407410658886 111.62354539023909 3.8499509215180288 leaf_count=26 7 2929 164 internal_value=0 0.00158032 -0.0148182 internal_weight=0 112.44 4.6598 internal_count=3126 2936 190 is_linear=0 shrinkage=0.0204111 Tree=6798 num_leaves=4 num_cat=0 split_feature=43 15 15 split_gain=2.70579 2.91246 0.170988 threshold=0.25035000000000007 0.076335000000000014 -0.20388499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017074511325611524 -0.0059753313510287906 -0.0076897637045767429 -0.024115285902489347 leaf_weight=97.555180963321618 0.34209092656965401 15.878055799808861 1.8927692201432353 leaf_count=1826 28 1079 161 internal_value=0 0.00038577 -0.0217562 internal_weight=0 113.433 2.23486 internal_count=3094 2905 189 is_linear=0 shrinkage=0.0204111 Tree=6799 num_leaves=3 num_cat=0 split_feature=160 1456 split_gain=2.43363 2.28195 threshold=-0.25833999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042430964436519824 2.2740816629382202e-05 -0.00034525923969045081 leaf_weight=1.958142240275264 108.81640697420517 2.6557706669227619 leaf_count=256 2591 231 internal_value=0 1.36357e-05 internal_weight=0 111.472 internal_count=3078 2822 is_linear=0 shrinkage=0.000400217 Tree=6800 num_leaves=4 num_cat=0 split_feature=13 43 41 split_gain=2.71689 3.99073 2.66481 threshold=0.077550000000000022 -0.27860999999999997 0.078385000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00069983868135950619 -0.006186285690212648 0.014930563170087115 -0.011706665342630367 leaf_weight=90.650868512557281 5.310572780348596 12.006854604100225 7.7235102569029541 leaf_count=2579 132 211 153 internal_value=0 0.00845672 -0.000286415 internal_weight=0 17.3174 98.3744 internal_count=3075 343 2732 is_linear=0 shrinkage=0.0204111 Tree=6801 num_leaves=3 num_cat=0 split_feature=0 41 split_gain=2.96382 2.49857 threshold=0.21217000000000003 0.078385000000000024 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016499360156924563 -0.021160040784029249 -0.010417972488030711 leaf_weight=106.40551820512701 2.4973605008563018 7.5503696395317084 leaf_count=2891 23 159 internal_value=0 0.000840912 internal_weight=0 113.956 internal_count=3073 3050 is_linear=0 shrinkage=0.0204111 Tree=6802 num_leaves=4 num_cat=0 split_feature=2 149 3 split_gain=2.22134 2.73733 0.0922081 threshold=0.153865 0.11108000000000001 -0.077384999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019665737608907136 0.02230589924868237 -0.0269411237116308 0.012508822900714622 leaf_weight=111.61004824703014 1.2245897033717486 1.5055489373626176 1.5673647711228103 leaf_count=2948 13 18 86 internal_value=0 -0.000578911 0.0175003 internal_weight=0 113.116 2.79195 internal_count=3065 2966 99 is_linear=0 shrinkage=0.0204111 Tree=6803 num_leaves=3 num_cat=0 split_feature=51 151 split_gain=2.37423 2.28974 threshold=-0.40548499999999993 -0.52342999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041369042072529811 -0.00046573538140312382 1.5917763928707449e-05 leaf_weight=2.0522033700472084 1.4908796002346196 115.67727249312702 leaf_count=111 47 2941 internal_value=0 9.35029e-06 internal_weight=0 117.168 internal_count=3099 2988 is_linear=0 shrinkage=0.000400217 Tree=6804 num_leaves=4 num_cat=0 split_feature=131 1429 1 split_gain=3.23027 2.93253 0.294771 threshold=0.097425000000000012 -1.0000000180025095e-35 0.12293500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048761832359643241 -0.00042525726167249743 2.1622161490377224e-05 -9.9757454223518567e-05 leaf_weight=1.7301870403680357 2.865524583990918 108.28129442223326 0.62018582609016437 leaf_count=138 214 2683 36 internal_value=0 1.31255e-05 -0.000372251 internal_weight=0 110.011 3.48571 internal_count=3071 2821 250 is_linear=0 shrinkage=0.000400217 Tree=6805 num_leaves=4 num_cat=0 split_feature=43 150 11 split_gain=2.40048 3.79311 3.15544 threshold=-0.060849999999999994 0.081245000000000026 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.7183236029020191e-05 -0.00012556317054643448 9.7727814555011313e-05 -0.00032217015061700865 leaf_weight=40.843236240772967 51.980882020367062 15.815013288156477 3.3247048199264091 leaf_count=1359 1519 173 59 internal_value=0 -7.34e-05 4.63836e-05 internal_weight=0 67.7959 44.1679 internal_count=3110 1692 1418 is_linear=0 shrinkage=0.000400217 Tree=6806 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=2.63502 2.89561 threshold=-0.29526499999999994 -0.23031999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019148148375686475 0.010240881293963071 0.00014681649040201782 leaf_weight=2.574813177358009 13.249325638054868 103.99433959211638 leaf_count=71 105 2904 internal_value=0 0.0012962 internal_weight=0 117.244 internal_count=3080 3009 is_linear=0 shrinkage=0.0204111 Tree=6807 num_leaves=3 num_cat=0 split_feature=2 3 split_gain=2.65704 2.52724 threshold=-0.58149499999999998 0.30991000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.066907560397861846 -0.0013007919024082249 0.015433170706822602 leaf_weight=0.14119255542755027 105.01656524605278 3.7876470484770826 leaf_count=1 2973 125 internal_value=0 -0.000702989 internal_weight=0 108.804 internal_count=3099 3098 is_linear=0 shrinkage=0.0204111 Tree=6808 num_leaves=4 num_cat=0 split_feature=42 43 3 split_gain=3.73678 4.72608 0.702026 threshold=-0.108275 -0.26007999999999992 -0.14092999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.9283420153168791e-05 0.00033474674927604976 -4.416712043667828e-06 -0.00044184802473066381 leaf_weight=0.83594710560282681 6.9078734083159352 105.16602310768758 3.3679198059453475 leaf_count=28 90 2842 149 internal_value=0 1.68015e-05 -0.000362697 internal_weight=0 112.074 4.20387 internal_count=3109 2932 177 is_linear=0 shrinkage=0.000400217 Tree=6809 num_leaves=4 num_cat=0 split_feature=158 1 1373 split_gain=3.31149 2.68622 2.52124 threshold=0.087355000000000016 0.098395000000000024 0.099250000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014626068064572868 -0.024850907159206917 0.001489967782029304 -0.023325187394896751 leaf_weight=109.09201661491716 3.7270391905312854 2.760818805283634 1.6249414350895666 leaf_count=2729 197 113 24 internal_value=0 -0.0138068 0.00107561 internal_weight=0 6.48786 110.717 internal_count=3063 310 2753 is_linear=0 shrinkage=0.0204111 Tree=6810 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=2.85477 4.94968 3.29375 threshold=0.091835000000000014 -0.074179999999999982 0.086785000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018368936132316516 0.00010679252221588648 5.4918557031736721e-05 -0.00010188438177766286 leaf_weight=36.64426556997023 34.768632382583746 22.350786453011096 18.457961520849494 leaf_count=1597 788 423 248 internal_value=0 -9.33579e-05 3.43654e-05 internal_weight=0 58.9951 53.2266 internal_count=3056 2020 1036 is_linear=0 shrinkage=0.000400217 Tree=6811 num_leaves=4 num_cat=0 split_feature=1447 1 123 split_gain=2.73363 2.40728 1.85021 threshold=-1.0000000180025095e-35 0.10100500000000003 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044363764671825722 -2.3655097508698957e-05 9.7679292830099657e-05 0.00033788424695159941 leaf_weight=3.0812274560194051 71.722441521593282 41.115836103592301 0.48729695938527573 leaf_count=272 2073 749 9 internal_value=0 2.06095e-05 -0.000329885 internal_weight=0 112.838 3.56852 internal_count=3103 2822 281 is_linear=0 shrinkage=0.000400217 Tree=6812 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=2.76211 4.66659 2.89697 threshold=0.085880000000000026 0.091475000000000015 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014293383420172683 -0.00032827704737744916 0.00021031463213274471 5.697499433141175e-05 leaf_weight=37.03162881053504 3.1589335841999846 7.0392642461738424 71.292292689948226 leaf_count=1468 127 285 1254 internal_value=0 -8.61209e-05 4.01605e-05 internal_weight=0 44.0709 74.4512 internal_count=3134 1753 1381 is_linear=0 shrinkage=0.000400217 Tree=6813 num_leaves=4 num_cat=0 split_feature=2 160 38 split_gain=3.1352 4.86774 2.72314 threshold=0.097925000000000012 -0.090834999999999985 0.10208000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021256945470812898 0.0047620201055855581 -0.0014226158950472344 -0.01636238545585917 leaf_weight=5.5132636852940768 47.788008046702089 61.935684716028845 2.576583922840654 leaf_count=338 933 1810 29 internal_value=0 -0.00307641 0.00364743 internal_weight=0 67.4489 50.3646 internal_count=3110 2148 962 is_linear=0 shrinkage=0.0204111 Tree=6814 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=3.03811 3.79296 3.73821 threshold=0.090515000000000012 -0.081024999999999986 -0.095559999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7425312907124588e-05 -0.00045518587313444104 -0.00015505199199412569 7.8673949645022948e-05 leaf_weight=22.379696232801507 2.0690064315422196 33.463734220355036 58.143264022117364 leaf_count=641 27 1336 1082 internal_value=0 -6.99555e-05 5.95187e-05 internal_weight=0 55.8434 60.2123 internal_count=3086 1977 1109 is_linear=0 shrinkage=0.000400217 Tree=6815 num_leaves=4 num_cat=0 split_feature=43 160 1429 split_gain=2.54574 4.32626 3.28156 threshold=-0.07440999999999999 -1.0000000180025095e-35 0.084920000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014100569825296934 -8.0185406465551083e-05 0.00014647159867975647 0.00024288461850998009 leaf_weight=11.521878171322895 69.577951419643796 29.989381370418414 5.3202294865805007 leaf_count=487 1787 734 101 internal_value=0 6.65146e-05 -5.69085e-05 internal_weight=0 41.5113 74.8982 internal_count=3109 1221 1888 is_linear=0 shrinkage=0.000400217 Tree=6816 num_leaves=3 num_cat=0 split_feature=1444 1 split_gain=2.80097 2.61589 threshold=-0.084559999999999982 0.13842500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00048941287454564309 -2.7726255490637068e-05 0.00023312337173341674 leaf_weight=1.6963881522242434 106.36601007465288 6.4241811402316662 leaf_count=31 2886 150 internal_value=0 -1.26526e-05 internal_weight=0 112.79 internal_count=3067 3036 is_linear=0 shrinkage=0.000400217 Tree=6817 num_leaves=3 num_cat=0 split_feature=1374 33 split_gain=2.44374 2.46257 threshold=0.089520000000000016 0.084300000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025910852215838484 -0.016287782024162631 -0.015336446523024723 leaf_weight=112.21424724017379 2.9863975628395556 3.1751228288630946 leaf_count=2976 65 59 internal_value=0 0.00208339 internal_weight=0 115.389 internal_count=3100 3035 is_linear=0 shrinkage=0.0204111 Tree=6818 num_leaves=3 num_cat=0 split_feature=51 2 split_gain=2.43527 2.14501 threshold=-0.40548499999999993 0.14808000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041394076814154853 -4.1010874341898501e-06 0.00026874806919236188 leaf_weight=2.1268584902718422 107.54058849577632 4.7098723345552562 leaf_count=114 2827 126 internal_value=0 7.60368e-06 internal_weight=0 112.25 internal_count=3067 2953 is_linear=0 shrinkage=0.000400217 Tree=6819 num_leaves=4 num_cat=0 split_feature=133 0 1 split_gain=2.75335 2.79298 2.73168 threshold=0.10681500000000001 -0.074654999999999985 0.10134000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.420709410014457e-06 -0.00050845447076023112 0.000130129701545204 0.00023250907769302556 leaf_weight=72.054839443107994 2.6673966910839222 40.200225200635032 1.0406682021566664 leaf_count=1921 387 747 45 internal_value=0 4.57722e-05 -0.000299783 internal_weight=0 112.255 3.70806 internal_count=3100 2668 432 is_linear=0 shrinkage=0.000400217 Tree=6820 num_leaves=4 num_cat=0 split_feature=3 1 52 split_gain=2.90857 3.84909 3.61614 threshold=-0.097724999999999992 0.10100500000000003 0.093700000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0099347215185644471 -0.0042962053992973781 0.0046118890985761395 -0.011637299583219062 leaf_weight=23.11358720785211 50.834586998435043 33.38299855972582 3.6653967016682136 leaf_count=375 2012 605 70 internal_value=0 -0.000763692 0.00694587 internal_weight=0 84.2176 26.779 internal_count=3062 2617 445 is_linear=0 shrinkage=0.0204111 Tree=6821 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.44465 2.88204 threshold=-0.5318799999999998 -0.24921999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034480775673541742 0.0002350654362999482 -1.8135321931647903e-05 leaf_weight=3.3048065808834499 7.6006212156207758 108.33300559903 leaf_count=38 114 2920 internal_value=0 -1.32466e-06 internal_weight=0 115.934 internal_count=3072 3034 is_linear=0 shrinkage=0.000400217 Tree=6822 num_leaves=4 num_cat=0 split_feature=41 132 2 split_gain=2.56848 3.07318 2.67915 threshold=0.078150000000000011 0.08018500000000002 -0.58149499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.064088163267937343 -0.020266556720704276 0.0066540970768766998 0.0014402221190835873 leaf_weight=0.14866045117378135 4.9496722542971829 2.6450501771178097 104.53531369309167 leaf_count=1 96 47 2933 internal_value=0 -0.0109303 0.00127879 internal_weight=0 7.59472 104.684 internal_count=3077 143 2934 is_linear=0 shrinkage=0.0204111 Tree=6823 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=2.80326 3.30657 1.11181 threshold=0.12700000000000003 0.11596500000000001 -0.13890499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004602458546368993 -0.0024218387934492915 -0.02288135710429437 0.013615958764465873 leaf_weight=101.89699561532689 2.1975086953025302 2.4807152486500845 9.1493691208306682 leaf_count=2689 38 118 232 internal_value=0 -0.000118432 0.0105167 internal_weight=0 104.378 11.3469 internal_count=3077 2807 270 is_linear=0 shrinkage=0.0204111 Tree=6824 num_leaves=4 num_cat=0 split_feature=128 448 2 split_gain=2.8047 2.73766 0.473392 threshold=0.085185000000000025 -0.083114999999999981 0.11753000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003719462294623216 -0.00044965189484345928 3.4474342620662624e-05 -1.7204788280906695e-05 leaf_weight=2.6087524170288807 2.2681563486912633 110.04282814193539 0.49971920896859945 leaf_count=50 197 2799 21 internal_value=0 2.47026e-05 -0.000375281 internal_weight=0 112.652 2.76788 internal_count=3067 2849 218 is_linear=0 shrinkage=0.000400217 Tree=6825 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.39108 3.81014 threshold=-0.14941999999999997 -0.0056599999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016198664213387549 -0.014944526037335482 0.00085064781193921806 leaf_weight=3.7675921390764406 6.6577611747416077 105.64524463260386 leaf_count=34 194 2835 internal_value=0 -9.97042e-05 internal_weight=0 112.303 internal_count=3063 3029 is_linear=0 shrinkage=0.0204111 Tree=6826 num_leaves=4 num_cat=0 split_feature=403 456 15 split_gain=2.63025 2.24081 0.456483 threshold=-0.088654999999999984 0.084065000000000015 -0.14750499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0068087438617127245 0.0013039233326822999 -0.011964735893714627 -0.021020487148904338 leaf_weight=0.21758350307936813 110.92674747309138 5.456785413385659 2.654523412064008 leaf_count=20 2511 196 382 internal_value=0 0.000670904 -0.0187358 internal_weight=0 116.384 2.87211 internal_count=3109 2707 402 is_linear=0 shrinkage=0.0204111 Tree=6827 num_leaves=4 num_cat=0 split_feature=1 44 52 split_gain=2.66279 3.21451 0.673511 threshold=0.14023000000000002 1.0000000180025095e-35 0.054420000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2724657937195974e-05 0.00016426117976211128 -0.00041167736748832216 0.00046971075081546321 leaf_weight=108.15506057655875 2.6734142701607189 2.6871573202079153 2.2198324083292391 leaf_count=2882 87 47 45 internal_value=0 1.17886e-05 0.000310237 internal_weight=0 110.842 4.89325 internal_count=3061 2929 132 is_linear=0 shrinkage=0.000400217 Tree=6828 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=2.79335 6.5015 4.11329 threshold=0.095525000000000013 0.086285000000000014 0.092340000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013470495714398456 0.016922696845395852 -0.039568702644400364 -0.011777068261670711 leaf_weight=98.065917804911805 7.4437545630353252 1.778134596068411 2.7802025476994459 leaf_count=2763 217 20 91 internal_value=0 -0.0020713 0.00907533 internal_weight=0 99.8441 10.224 internal_count=3091 2783 308 is_linear=0 shrinkage=0.0204111 Tree=6829 num_leaves=3 num_cat=0 split_feature=33 472 split_gain=2.81953 1.98873 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020179420859540678 -0.020437165885859348 0.0011928368226500428 leaf_weight=2.6099526141770175 1.6880538230689115 110.02409728149723 leaf_count=43 156 2864 internal_value=0 0.000845855 internal_weight=0 111.712 internal_count=3063 3020 is_linear=0 shrinkage=0.0204111 Tree=6830 num_leaves=4 num_cat=0 split_feature=15 15 15 split_gain=3.67171 5.8548 4.07961 threshold=-0.11664999999999999 -0.24269999999999997 -0.10646499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012031003637566408 0.00046437155120470806 -0.00032406988845867888 3.7425540896633373e-05 leaf_weight=8.1361060990893765 3.6174063126090905 11.140933172486255 93.554764631711805 leaf_count=249 41 234 2569 internal_value=0 -0.000136902 5.38355e-05 internal_weight=0 19.277 97.1722 internal_count=3093 483 2610 is_linear=0 shrinkage=0.000400217 Tree=6831 num_leaves=4 num_cat=0 split_feature=160 1213 15 split_gain=2.40467 2.51166 0.148027 threshold=-0.25833999999999996 -1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.1303675430773111e-05 -0.00028799475178263692 1.3353370594122334e-05 -0.00042875082561617481 leaf_weight=0.25664233471616205 4.5021431695276979 110.99380124848176 2.1330124554242493 leaf_count=17 431 2401 251 internal_value=0 1.33898e-06 -0.000395272 internal_weight=0 115.496 2.38965 internal_count=3100 2832 268 is_linear=0 shrinkage=0.000400217 Tree=6832 num_leaves=4 num_cat=0 split_feature=1375 474 1 split_gain=3.08512 2.61248 1.60528 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.093535000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025586951263694594 -0.0258481376519221 0.0014709641148679797 -0.0047536970935466959 leaf_weight=2.559241333990939 1.3674360373988736 103.09585472724211 3.7961004502139986 leaf_count=96 115 2827 37 internal_value=0 0.00108606 -0.0134408 internal_weight=0 104.463 6.35534 internal_count=3075 2942 133 is_linear=0 shrinkage=0.0204111 Tree=6833 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=4.55177 4.21295 3.38977 threshold=-0.24269999999999997 -0.19153499999999998 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021016902004576881 -0.023409505871075407 -0.0002356989067274057 -0.015277051412211251 leaf_weight=6.4646576668601474 3.2629529316182007 103.55545681261538 1.1967048309743402 leaf_count=225 85 2769 16 internal_value=0 -0.000967354 0.0152094 internal_weight=0 106.818 7.66136 internal_count=3095 2854 241 is_linear=0 shrinkage=0.0204111 Tree=6834 num_leaves=4 num_cat=0 split_feature=9 3 1 split_gain=2.79664 2.45575 0.0188432 threshold=-1.0000000180025095e-35 -0.096359999999999987 0.097070000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012345030144093914 0.0031210647071864914 -0.0036889770554002989 0.020235062060094178 leaf_weight=0.94915902148932163 30.957521495874971 76.054793568520836 1.9556096803571561 leaf_count=6 488 2494 93 internal_value=0 -0.0017177 0.0182108 internal_weight=0 107.012 2.90477 internal_count=3081 2982 99 is_linear=0 shrinkage=0.0204111 Tree=6835 num_leaves=4 num_cat=0 split_feature=1375 3 3 split_gain=2.93409 2.2624 1.61362 threshold=-1.0000000180025095e-35 0.17769000000000004 0.097615000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038272983096624417 7.112131932788056e-06 0.00023227779550239589 8.3558344998236375e-06 leaf_weight=4.5007486236427203 101.64632537816215 7.5768881335679898 2.6594352088868618 leaf_count=121 2838 140 20 internal_value=0 2.29539e-05 -0.000239581 internal_weight=0 109.223 7.16018 internal_count=3119 2978 141 is_linear=0 shrinkage=0.000400217 Tree=6836 num_leaves=4 num_cat=0 split_feature=0 48 2 split_gain=2.42384 5.52833 5.15657 threshold=-0.10726999999999999 0.12879500000000002 0.123795 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.0621537344412115e-05 -0.00010437370300222758 -0.00038581514732706729 0.00023347960556374927 leaf_weight=48.620012337974913 57.942463658668203 4.1300830211985149 8.1592820000696502 leaf_count=540 2261 42 232 internal_value=0 5.25806e-05 -6.23464e-05 internal_weight=0 52.7501 66.1017 internal_count=3075 582 2493 is_linear=0 shrinkage=0.000400217 Tree=6837 num_leaves=4 num_cat=0 split_feature=484 133 147 split_gain=3.41886 2.91171 2.30226 threshold=-0.0048899999999999994 0.099280000000000021 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018378439236887208 0.0011771213340882386 -0.014761443252159013 0.019815465677093396 leaf_weight=6.090809315617661 100.35708138751579 4.9014857524161917 0.64332655072212208 leaf_count=488 2162 401 2 internal_value=0 0.000420027 -0.0144653 internal_weight=0 105.259 6.73414 internal_count=3053 2563 490 is_linear=0 shrinkage=0.0204111 Tree=6838 num_leaves=4 num_cat=0 split_feature=3 12 13 split_gain=2.43703 3.24968 3.14815 threshold=-0.097724999999999992 0.10042000000000002 -0.16140499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033715646143138168 -1.4527301886892891e-05 -0.00033441012120379043 0.00013759151363264093 leaf_weight=2.3324499723239596 80.203224806826256 5.3203788433311265 26.978093648853246 leaf_count=22 2319 308 432 internal_value=0 -3.48383e-05 9.86731e-05 internal_weight=0 85.5236 29.3105 internal_count=3081 2627 454 is_linear=0 shrinkage=0.000400217 Tree=6839 num_leaves=4 num_cat=0 split_feature=51 475 49 split_gain=2.45742 3.29619 3.07638 threshold=-0.09021499999999999 -0.084049999999999986 0.0063250000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0094440399546561592 -0.023624024229099573 -0.0016035602233727701 -0.016110396818037227 leaf_weight=14.850255211538753 2.8080444256702313 95.148159460199167 2.1554418952982806 leaf_count=254 145 2552 156 internal_value=0 -0.00226106 0.00612087 internal_weight=0 97.9562 17.0057 internal_count=3107 2697 410 is_linear=0 shrinkage=0.0204111 Tree=6840 num_leaves=4 num_cat=0 split_feature=43 150 11 split_gain=3.02558 4.74157 3.92898 threshold=-0.07440999999999999 0.082085000000000019 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0057691212588340899 -0.0057286694449330241 0.0062888441068428081 -0.021388332253160704 leaf_weight=40.135155663454498 52.476692515512696 18.383949158291216 2.240063126810127 leaf_count=1189 1646 189 48 internal_value=0 -0.00260587 0.00428093 internal_weight=0 70.8606 42.3752 internal_count=3072 1835 1237 is_linear=0 shrinkage=0.0204111 Tree=6841 num_leaves=4 num_cat=0 split_feature=0 16 0 split_gain=2.62681 3.96605 3.71585 threshold=-0.23031999999999997 -0.094434999999999977 -0.07087499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0037198724722313707 -0.0050648597733422068 0.017279498978635444 0.0029770818364844229 leaf_weight=7.0592729205964133 59.297294790885644 7.7948992566671205 39.994024763189373 leaf_count=71 2177 46 780 internal_value=0 0.00734662 -0.0018259 internal_weight=0 14.8542 99.2913 internal_count=3074 117 2957 is_linear=0 shrinkage=0.0204111 Tree=6842 num_leaves=4 num_cat=0 split_feature=14 42 48 split_gain=2.97379 2.27376 0.71291 threshold=0.073890000000000011 -0.40652499999999997 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027973436634814816 -0.031650662815528155 0.0017300837114240992 -0.010031112548467561 leaf_weight=0.97229652479290862 1.1045256457146027 112.36602847839458 1.672372222667035 leaf_count=7 15 3013 95 internal_value=0 0.00144791 -0.0195238 internal_weight=0 113.338 2.7769 internal_count=3130 3020 110 is_linear=0 shrinkage=0.0204111 Tree=6843 num_leaves=3 num_cat=0 split_feature=453 42 split_gain=2.35435 2.20429 threshold=0.089535000000000017 -0.40652499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00054496352002684394 -0.00035416367336888133 3.0535505317881361e-05 leaf_weight=0.96426704339682956 2.5688825723773325 114.81018922535623 leaf_count=8 40 3061 internal_value=0 2.52204e-05 internal_weight=0 115.774 internal_count=3109 3069 is_linear=0 shrinkage=0.000400217 Tree=6844 num_leaves=3 num_cat=0 split_feature=51 132 split_gain=2.88433 2.31572 threshold=-0.40148999999999996 0.08018500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041806957454312794 -4.5835505160522205e-06 0.00018599231581102084 leaf_weight=2.4115567881162852 101.66704378453142 11.240646518868742 leaf_count=111 2691 306 internal_value=0 1.45549e-05 internal_weight=0 112.908 internal_count=3108 2997 is_linear=0 shrinkage=0.000400217 Tree=6845 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=3.18849 3.57916 3.41503 threshold=0.097925000000000012 -0.073194999999999982 0.082085000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0068968833764945364 0.00045752857819261706 0.0031144827843647502 0.013961219865062427 leaf_weight=45.19117957492017 36.65302684364724 22.072335401462624 9.8031533389876113 leaf_count=1771 771 391 158 internal_value=0 -0.00361197 0.00333379 internal_weight=0 67.2635 46.4562 internal_count=3091 2162 929 is_linear=0 shrinkage=0.0204111 Tree=6846 num_leaves=3 num_cat=0 split_feature=149 0 split_gain=3.06651 2.40251 threshold=0.10096000000000001 -0.10726999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.0798489709747221e-05 -0.00047789309848398693 -2.5063050558026614e-05 leaf_weight=51.25006395483797 1.8542479411698867 64.793160102202819 leaf_count=571 31 2530 internal_value=0 2.6145e-05 internal_weight=0 116.043 internal_count=3132 3101 is_linear=0 shrinkage=0.000400217 Tree=6847 num_leaves=4 num_cat=0 split_feature=0 14 0 split_gain=2.5197 5.14082 4.01276 threshold=-0.13338499999999998 -0.10523499999999998 -0.074249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000399122439557198 -0.00014419818197043672 0.00012853428541809481 4.3082763298645453e-05 leaf_weight=3.110979330376721 32.610495995753809 36.233789001060359 41.563491936467472 leaf_count=38 1728 383 929 internal_value=0 8.57984e-05 -3.93483e-05 internal_weight=0 39.3448 74.174 internal_count=3078 421 2657 is_linear=0 shrinkage=0.000400217 Tree=6848 num_leaves=3 num_cat=0 split_feature=160 453 split_gain=2.61526 2.37346 threshold=-0.40187499999999993 0.096095000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042795675898071872 1.3391277281695029e-05 -0.00040567257514488694 leaf_weight=2.1646323546665363 111.51843457509494 2.0956403920426956 leaf_count=258 2846 28 internal_value=0 5.26975e-06 internal_weight=0 113.614 internal_count=3132 2874 is_linear=0 shrinkage=0.000400217 Tree=6849 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=2.08399 3.04524 threshold=-0.21083999999999997 0.10097000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.011308624485776828 -0.0001810422077318301 -0.022128771268007538 leaf_weight=6.2340173160991972 106.90216886201415 2.5883645790563596 leaf_count=68 2812 252 internal_value=0 -0.000721965 internal_weight=0 109.491 internal_count=3132 3064 is_linear=0 shrinkage=0.0204111 Tree=6850 num_leaves=4 num_cat=0 split_feature=2 149 40 split_gain=2.55352 2.81619 0.61576 threshold=0.14780500000000005 0.11108000000000001 0.0023950000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026063908560590015 0.018816386975786099 -0.026545029024562176 0.0023149299073020727 leaf_weight=105.86327557063487 3.4541359768118118 1.6140058576129366 1.3272521065082399 leaf_count=2922 123 18 19 internal_value=0 -0.000682571 0.0143936 internal_weight=0 107.477 4.78139 internal_count=3082 2940 142 is_linear=0 shrinkage=0.0204111 Tree=6851 num_leaves=3 num_cat=0 split_feature=160 43 split_gain=2.66455 2.53623 threshold=-0.25833999999999996 -0.07440999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021803260663527137 0.0042748367683522618 -0.0021208967847602183 leaf_weight=2.2452724231188759 39.670975667053426 73.543367126767407 leaf_count=254 1051 1785 internal_value=0 0.000122215 internal_weight=0 113.214 internal_count=3090 2836 is_linear=0 shrinkage=0.0204111 Tree=6852 num_leaves=4 num_cat=0 split_feature=1 3 453 split_gain=3.02887 4.1047 2.50968 threshold=0.094405000000000003 -0.11550499999999998 0.091855000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010316652756780075 7.8516833204704536e-05 -0.00013089109765289904 -0.00035846332048424266 leaf_weight=16.07593430212728 49.655628328175226 46.444839569814576 2.0884936111979178 leaf_count=190 906 2005 26 internal_value=0 -7.06311e-05 6.01435e-05 internal_weight=0 62.5208 51.7441 internal_count=3127 2195 932 is_linear=0 shrinkage=0.000400217 Tree=6853 num_leaves=4 num_cat=0 split_feature=43 160 13 split_gain=2.64231 3.32782 3.08268 threshold=-0.19537999999999997 -0.091964999999999977 0.25642500000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016447276719816009 -0.012540824719971661 0.00069339518510177687 -0.005073812460451437 leaf_weight=8.4242204737383855 8.538416700981541 93.123223033639078 4.0425200840836615 leaf_count=117 450 2444 82 internal_value=0 -0.000430702 0.00948571 internal_weight=0 101.662 12.4667 internal_count=3093 2894 199 is_linear=0 shrinkage=0.0204111 Tree=6854 num_leaves=4 num_cat=0 split_feature=42 1 1429 split_gain=3.01764 4.57442 3.145 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022679402374289861 -0.024890311459297692 0.0011053627754182614 0.0012489532307887658 leaf_weight=5.9750358000928809 1.8446193152485637 7.5216699951342889 96.439199497379377 leaf_count=604 139 232 2091 internal_value=0 -0.0095242 0.000730599 internal_weight=0 13.4967 98.2838 internal_count=3066 836 2230 is_linear=0 shrinkage=0.0204111 Tree=6855 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=2.23878 2.332 threshold=-0.40148999999999996 0.13695500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021011458776797168 -0.0015657925556696521 0.011809600821067192 leaf_weight=2.2404211821994968 107.46982436268627 5.6078811347251749 leaf_count=116 2803 167 internal_value=0 -0.000891439 internal_weight=0 113.078 internal_count=3086 2970 is_linear=0 shrinkage=0.0204111 Tree=6856 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=3.01217 4.78182 3.0007 threshold=0.27150500000000005 -0.23075999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028049725420601268 -0.0002334070626386571 -5.747424933883882e-05 0.00021388945357553985 leaf_weight=7.1477752717910326 2.7447670102119472 87.872848221697495 15.46626715819002 leaf_count=51 28 2683 342 internal_value=0 -3.17507e-05 0.000145459 internal_weight=0 95.0206 18.211 internal_count=3104 2734 370 is_linear=0 shrinkage=0.000400217 Tree=6857 num_leaves=4 num_cat=0 split_feature=159 159 147 split_gain=3.06335 3.69654 3.09187 threshold=-0.032069999999999994 -0.027939999999999996 0.10136000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01925348032549495 0.031849573656582066 4.5194409365466655e-06 0.017733359066504393 leaf_weight=5.8237995397475961 1.4286826325769642 106.12038414847484 1.0279625831171868 leaf_count=414 7 2621 6 internal_value=0 0.000460233 -0.0135085 internal_weight=0 107.549 6.85176 internal_count=3048 2628 420 is_linear=0 shrinkage=0.0204111 Tree=6858 num_leaves=4 num_cat=0 split_feature=16 52 39 split_gain=3.22131 4.18665 3.1243 threshold=-0.15336499999999997 0.087545000000000026 0.16168500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002022669657306354 -3.0688044499092502e-05 -0.00014124762355751294 0.00049916295186046527 leaf_weight=26.376354234034807 78.598399810722185 7.1485901074338463 1.712013798765837 leaf_count=348 2562 143 14 internal_value=0 0.000128792 -1.87137e-05 internal_weight=0 33.5249 80.3104 internal_count=3067 491 2576 is_linear=0 shrinkage=0.000400217 Tree=6859 num_leaves=4 num_cat=0 split_feature=42 39 0 split_gain=3.3239 4.52009 3.67537 threshold=0.085675000000000015 0.08511500000000001 0.049460000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033030296485716073 -0.010389942502201679 0.013545282389534914 0.012063692939271559 leaf_weight=73.340877056126374 22.552473879350149 3.7454820315761017 11.42301092011621 leaf_count=1717 1067 152 156 internal_value=0 -0.006938 0.00135366 internal_weight=0 26.298 84.7639 internal_count=3092 1219 1873 is_linear=0 shrinkage=0.0204111 Tree=6860 num_leaves=3 num_cat=0 split_feature=1365 155 split_gain=2.57746 2.37354 threshold=1.0000000180025095e-35 0.098655000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.650897296145521e-05 -0.00040824588768761721 -0.00042194213793619753 leaf_weight=107.78025202816934 2.3179346433898891 1.9026391636507458 leaf_count=2829 58 145 internal_value=0 8.48074e-06 internal_weight=0 109.683 internal_count=3032 2974 is_linear=0 shrinkage=0.000400217 Tree=6861 num_leaves=4 num_cat=0 split_feature=123 133 4 split_gain=3.18407 4.74157 3.84526 threshold=1.0000000180025095e-35 -0.0019149999999999998 -0.22295999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011440332932710098 -0.021609588376658131 0.016643568484816584 0.00030187867443418623 leaf_weight=13.273076833247613 1.5001915971515689 8.5301746368932054 88.005531482660444 leaf_count=221 31 216 2637 internal_value=0 0.0107468 -0.00124793 internal_weight=0 10.0304 101.279 internal_count=3105 247 2858 is_linear=0 shrinkage=0.0204111 Tree=6862 num_leaves=3 num_cat=0 split_feature=51 447 split_gain=2.76825 1.91059 threshold=-0.40148999999999996 0.088810000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041416968474129734 9.6383800867086446e-06 0.0002774272211587511 leaf_weight=2.2884436609856484 108.70692121653519 4.3304300374584264 leaf_count=124 2871 92 internal_value=0 2.01617e-05 internal_weight=0 113.037 internal_count=3087 2963 is_linear=0 shrinkage=0.000400217 Tree=6863 num_leaves=4 num_cat=0 split_feature=43 123 15 split_gain=2.87129 2.51112 0.383996 threshold=0.25035000000000007 0.088610000000000008 -0.14601999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4824568111020851e-06 -4.4762809975620723e-05 0.00029307939223859281 -0.00048309112597450774 leaf_weight=107.64882482839857 0.40558121405047165 4.9077314763271707 2.0118018581197239 leaf_count=2794 29 136 162 internal_value=0 1.63883e-05 -0.000414787 internal_weight=0 112.557 2.41738 internal_count=3121 2930 191 is_linear=0 shrinkage=0.000400217 Tree=6864 num_leaves=3 num_cat=0 split_feature=51 43 split_gain=3.2151 3.07706 threshold=-0.39874999999999999 -0.060849999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004390532936131136 8.5852033417731666e-05 -5.3577237036650865e-05 leaf_weight=2.6459242121636626 40.377688967988433 67.701991571977487 leaf_count=120 1298 1636 internal_value=0 -1.45266e-06 internal_weight=0 108.08 internal_count=3054 2934 is_linear=0 shrinkage=0.000400217 Tree=6865 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=2.44313 3.19964 1.39618 threshold=-0.24269999999999997 -0.19153499999999998 0.11226500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015998015786580042 -0.020224019847426635 0.00064776834196263622 -0.0078200464671135915 leaf_weight=6.1340505776170167 3.040513000363716 104.13373720131403 1.1561066778376696 leaf_count=210 81 2769 22 internal_value=0 3.51511e-05 0.0121597 internal_weight=0 107.174 7.29016 internal_count=3082 2850 232 is_linear=0 shrinkage=0.0204111 Tree=6866 num_leaves=4 num_cat=0 split_feature=1 403 2 split_gain=2.51132 3.92547 3.61285 threshold=0.077800000000000022 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02191286314362751 -0.0032337095076846968 -0.00099786286355877285 0.0061921026002230298 leaf_weight=4.1090896849600531 25.178404330094054 32.821781436369747 51.315216228329518 leaf_count=549 748 1067 750 internal_value=0 -0.00338416 0.00308934 internal_weight=0 36.9309 76.4936 internal_count=3114 1616 1498 is_linear=0 shrinkage=0.0204111 Tree=6867 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=2.18395 4.20951 2.90434 threshold=0.087515000000000023 -0.11550499999999998 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011722157694088411 -0.00031255186635680899 -0.0001440999287992608 6.4393864172983395e-05 leaf_weight=13.97984620201896 3.33568917139928 32.952267231710721 65.5508290505677 leaf_count=143 46 1675 1264 internal_value=0 -6.61654e-05 4.56635e-05 internal_weight=0 46.9321 68.8865 internal_count=3128 1818 1310 is_linear=0 shrinkage=0.000400217 Tree=6868 num_leaves=4 num_cat=0 split_feature=3 47 1 split_gain=2.24561 2.89992 2.51395 threshold=-0.097724999999999992 0.085165000000000018 0.12856000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.951680778103413e-05 -6.2146656576488691e-05 0.00033799412972049361 0.00015087266479850409 leaf_weight=24.610778699854567 72.021235532469291 5.9851763583210404 10.010808417311635 leaf_count=397 2378 50 247 internal_value=0 9.08735e-05 -3.59806e-05 internal_weight=0 30.596 82.032 internal_count=3072 447 2625 is_linear=0 shrinkage=0.000400217 Tree=6869 num_leaves=3 num_cat=0 split_feature=1375 147 split_gain=2.75341 2.48604 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005080570970927747 -0.00043185568069103054 5.5957641572140154e-05 leaf_weight=1.3288486824021664 1.587677221832563 113.047425355835 leaf_count=14 30 3015 internal_value=0 4.87867e-05 internal_weight=0 114.635 internal_count=3059 3045 is_linear=0 shrinkage=0.000400217 Tree=6870 num_leaves=4 num_cat=0 split_feature=480 15 15 split_gain=2.81006 2.94009 0.0185878 threshold=0.086640000000000009 -0.24269999999999997 -0.46645999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026112873989907344 -0.00021447220363089912 -1.9097267699108944e-05 -0.00043399573685828528 leaf_weight=6.2541130684840018 0.4225521371699873 103.33974033257073 2.2584538341234284 leaf_count=231 9 2662 194 internal_value=0 -2.85562e-06 -0.000409382 internal_weight=0 109.594 2.68101 internal_count=3096 2893 203 is_linear=0 shrinkage=0.000400217 Tree=6871 num_leaves=3 num_cat=0 split_feature=52 146 split_gain=2.67171 2.6197 threshold=-0.42985499999999993 0.10020500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039705078414482527 2.8385388633438324e-05 -0.00047478262931878153 leaf_weight=2.3956591020032638 108.56174826358256 1.5712572643533338 leaf_count=277 2759 13 internal_value=0 2.07318e-05 internal_weight=0 110.133 internal_count=3049 2772 is_linear=0 shrinkage=0.000400217 Tree=6872 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.48561 3.24815 threshold=-0.5318799999999998 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029484218131608104 0.00044086983232752535 2.4051625142188887e-05 leaf_weight=3.6588122113607815 2.9681390910118344 108.78274700490874 leaf_count=44 34 2987 internal_value=0 3.55527e-05 internal_weight=0 111.751 internal_count=3065 3021 is_linear=0 shrinkage=0.000400217 Tree=6873 num_leaves=4 num_cat=0 split_feature=0 15 1 split_gain=2.72585 4.29859 3.48886 threshold=-0.10726999999999999 -0.014769999999999998 0.13662500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3773213095260498e-06 -7.9430529411026821e-05 0.00024997950320769578 0.00024030957901394017 leaf_weight=34.640636503638234 58.098008498904164 15.423644516442435 5.9239320039341683 leaf_count=421 2393 143 125 internal_value=0 7.50597e-05 -4.94772e-05 internal_weight=0 50.0643 64.0219 internal_count=3082 564 2518 is_linear=0 shrinkage=0.000400217 Tree=6874 num_leaves=4 num_cat=0 split_feature=1375 3 52 split_gain=2.30073 3.0743 2.78617 threshold=-1.0000000180025095e-35 0.097325000000000009 -0.048794999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039970770469427289 9.964190961243197e-05 0.00011068781413956043 -3.3892457412416124e-05 leaf_weight=4.9354532832439864 38.298884248881222 2.9579292335547507 71.724638725312616 leaf_count=121 892 23 2077 internal_value=0 -0.000209571 1.26445e-05 internal_weight=0 7.89338 110.024 internal_count=3113 144 2969 is_linear=0 shrinkage=0.000400217 Tree=6875 num_leaves=3 num_cat=0 split_feature=4 483 split_gain=2.47854 2.46006 threshold=0.51195500000000005 0.09641000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0005163304049429422 0.020990999613586209 -0.019638025312123206 leaf_weight=109.24029403189343 2.0632525276741935 2.765115392227016 leaf_count=2814 144 160 internal_value=0 -0.00100753 internal_weight=0 112.005 internal_count=3118 2974 is_linear=0 shrinkage=0.0204111 Tree=6876 num_leaves=4 num_cat=0 split_feature=14 43 14 split_gain=2.61993 2.37869 0.941424 threshold=0.064610000000000015 -0.07440999999999999 0.083835000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0053475766107507717 -0.032795939084401454 -0.00078187445001172938 -0.0084095921421025299 leaf_weight=42.176792220709103 1.0050540309748606 70.040212799917754 1.8895354392661827 leaf_count=1174 46 1789 67 internal_value=0 0.00152492 -0.017783 internal_weight=0 112.217 2.89459 internal_count=3076 2963 113 is_linear=0 shrinkage=0.0204111 Tree=6877 num_leaves=4 num_cat=0 split_feature=4 0 2 split_gain=3.11035 3.48189 0.565094 threshold=-0.49977499999999991 -0.0033699999999999993 0.087195000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025406638695303994 -0.00033356895067433398 0.010471257236311815 -0.021958950140509324 leaf_weight=0.83346528583206181 91.782355050725528 14.257919435505753 2.8234242837061174 leaf_count=29 2753 192 105 internal_value=0 0.00112873 -0.0177402 internal_weight=0 106.04 3.65689 internal_count=3079 2945 134 is_linear=0 shrinkage=0.0204111 Tree=6878 num_leaves=4 num_cat=0 split_feature=49 15 52 split_gain=3.22143 4.28037 3.46095 threshold=-0.085934999999999984 0.10347000000000002 -0.14456999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019557316470978514 5.088962259601504e-05 -0.00047732828405792118 -0.00027038506593356551 leaf_weight=3.223270024827797 100.19491529015977 2.4075841054363982 11.033701183150695 leaf_count=44 2675 237 148 internal_value=0 3.79881e-05 -0.000164336 internal_weight=0 102.602 14.257 internal_count=3104 2912 192 is_linear=0 shrinkage=0.000400217 Tree=6879 num_leaves=4 num_cat=0 split_feature=11 1374 48 split_gain=2.57879 2.84347 2.70291 threshold=0.088315000000000018 0.098580000000000015 0.081520000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026597908240160481 0.00094241900087716933 -0.021068285971121051 -0.028231866592516603 leaf_weight=108.17756887842916 2.8923503662226713 2.0347757667914257 2.3156084563815966 leaf_count=2979 85 35 30 internal_value=0 0.00220078 -0.0123505 internal_weight=0 110.212 5.20796 internal_count=3129 3014 115 is_linear=0 shrinkage=0.0204111 Tree=6880 num_leaves=3 num_cat=0 split_feature=1374 133 split_gain=3.06914 2.7444 threshold=0.087785000000000016 0.10681500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.6374071311500079e-05 -0.00039458620563248 -0.00032357390247976736 leaf_weight=110.61097541221534 2.8948219393641912 3.5980100939214017 leaf_count=2605 72 439 internal_value=0 1.50433e-05 internal_weight=0 114.209 internal_count=3116 3044 is_linear=0 shrinkage=0.000400217 Tree=6881 num_leaves=3 num_cat=0 split_feature=31 133 split_gain=2.3617 2.82144 threshold=-1.0000000180025095e-35 0.084805000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043032391700592522 3.1544075952784381e-05 -0.00016022976402380233 leaf_weight=2.0428015805664463 96.929143195771758 13.957925501221323 leaf_count=91 2092 927 internal_value=0 7.26724e-06 internal_weight=0 110.887 internal_count=3110 3019 is_linear=0 shrinkage=0.000400217 Tree=6882 num_leaves=4 num_cat=0 split_feature=4 47 4 split_gain=2.76799 5.19492 4.67034 threshold=0.0019650000000000002 0.092645000000000019 -0.0017949999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0023792962773048522 0.0060098569737587169 -0.0085565697047693748 -0.020544492701586006 leaf_weight=55.248897877068885 37.644214828587792 13.868085467081981 6.4954819149425012 leaf_count=2027 802 186 121 internal_value=0 0.00207825 -0.004324 internal_weight=0 51.5123 61.7444 internal_count=3136 988 2148 is_linear=0 shrinkage=0.0204111 Tree=6883 num_leaves=4 num_cat=0 split_feature=1 151 42 split_gain=2.99752 3.86594 2.39028 threshold=0.077800000000000022 -0.083899999999999988 -0.40652499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047098659704893807 -0.00055544834437529277 -3.9544873983170272e-05 6.2678244552003849e-05 leaf_weight=3.5906668038951457 0.90382457827217777 33.051771975258816 79.067500851728255 leaf_count=173 7 1416 1469 internal_value=0 -8.31287e-05 5.49254e-05 internal_weight=0 36.6424 79.9713 internal_count=3065 1589 1476 is_linear=0 shrinkage=0.000400217 Tree=6884 num_leaves=4 num_cat=0 split_feature=49 9 0 split_gain=2.36002 3.78484 3.20026 threshold=-0.00025999999999999992 0.037245000000000007 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0054079167072798914 0.0036853144430241706 -0.013683508402533486 0.018087524083754202 leaf_weight=34.751617025867745 72.835716367813802 5.5208531169919288 2.4863331879023454 leaf_count=607 2354 86 30 internal_value=0 0.00244376 -0.00378963 internal_weight=0 78.3566 37.238 internal_count=3077 2440 637 is_linear=0 shrinkage=0.0204111 Tree=6885 num_leaves=3 num_cat=0 split_feature=155 1213 split_gain=2.45799 2.30857 threshold=0.088505000000000014 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014434987173288474 -0.021168515435349526 0.00067971131368243154 leaf_weight=4.2707011009879343 2.2024687690427518 106.71861415794774 leaf_count=454 190 2453 internal_value=0 8.41591e-05 internal_weight=0 110.989 internal_count=3097 2907 is_linear=0 shrinkage=0.0204111 Tree=6886 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=3.81763 2.82733 threshold=0.15036000000000002 -0.092264999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0068808325960310586 -0.017856632763900104 0.0018560954919173015 leaf_weight=18.572006950787909 4.9194753413394201 88.521371967277446 leaf_count=605 62 2377 internal_value=0 0.000335344 internal_weight=0 107.093 internal_count=3044 2982 is_linear=0 shrinkage=0.0204111 Tree=6887 num_leaves=4 num_cat=0 split_feature=2 151 13 split_gain=2.61082 4.05218 3.19404 threshold=0.097925000000000012 -0.084129999999999996 -0.089674999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015065110218418276 0.012760870476815589 0.0002631936414213081 0.00089591896258690612 leaf_weight=8.1137579341520887 14.013393854838794 56.767274795040066 28.629244588923029 leaf_count=234 198 1900 720 internal_value=0 -0.00167635 0.00481823 internal_weight=0 64.881 42.6426 internal_count=3052 2134 918 is_linear=0 shrinkage=0.0204111 Tree=6888 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=2.35001 2.54639 threshold=-0.52342999999999995 -0.006494999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046179881963524794 -5.8184255381462983e-05 6.8837046320361329e-05 leaf_weight=1.4722315138569673 36.752772147898213 80.384493452624156 leaf_count=49 598 2453 internal_value=0 2.89656e-05 internal_weight=0 117.137 internal_count=3100 3051 is_linear=0 shrinkage=0.000400217 Tree=6889 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=3.13213 5.4143 4.21271 threshold=0.0019650000000000002 -0.0015099999999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012084212456671432 0.0053734138344928364 -0.021702395254025786 -0.016108986378914267 leaf_weight=56.650816466461038 47.128407270978641 5.823094197898171 4.0278328513377337 leaf_count=2003 908 110 54 internal_value=0 -0.00315404 0.00365049 internal_weight=0 62.4739 51.1562 internal_count=3075 2113 962 is_linear=0 shrinkage=0.0204111 Tree=6890 num_leaves=4 num_cat=0 split_feature=43 13 4 split_gain=2.36836 3.37013 2.80677 threshold=-0.19537999999999997 0.16421000000000002 -0.49977499999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.02143140537701765 -0.019497478356182318 5.475921466310013e-05 -9.4019089527507351e-05 leaf_weight=5.0090363189810869 3.0986158158630124 7.682670131114719 95.250009993249478 leaf_count=46 121 155 2723 internal_value=0 0.00860512 -0.00072683 internal_weight=0 12.6917 98.3486 internal_count=3045 201 2844 is_linear=0 shrinkage=0.0204111 Tree=6891 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=2.36044 2.34269 threshold=1.0000000180025095e-35 0.17769000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014723943968927527 -0.013077156623181985 0.012928416007265716 leaf_weight=99.36196518005454 5.1607960256151264 6.2450134163373141 leaf_count=2849 75 125 internal_value=0 0.00091594 internal_weight=0 105.607 internal_count=3049 2974 is_linear=0 shrinkage=0.0204111 Tree=6892 num_leaves=4 num_cat=0 split_feature=1 4 2 split_gain=4.13902 4.03418 3.32618 threshold=1.0000000180025095e-35 -0.22295999999999996 0.072945000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.03383121840176085 -0.01185466213337869 0.0044099705379270172 -0.0065976529665879554 leaf_weight=0.75993411242961784 6.8866307020361992 69.220372124174901 33.633278189856355 leaf_count=2 175 1306 1569 internal_value=0 0.00292299 -0.00559748 internal_weight=0 76.107 34.3932 internal_count=3052 1481 1571 is_linear=0 shrinkage=0.0204111 Tree=6893 num_leaves=4 num_cat=0 split_feature=1 133 16 split_gain=2.35862 2.96191 1.66012 threshold=0.11584000000000001 0.10681500000000001 -0.47730499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3809782602057902e-06 -9.4755352919740222e-05 -0.00039812656009086106 0.00019203354220901565 leaf_weight=93.034269494344699 3.9543132099497624 3.0029473320828393 16.277188164007384 leaf_count=2264 103 402 318 internal_value=0 -1.42358e-05 0.000135767 internal_weight=0 96.0372 20.2315 internal_count=3087 2666 421 is_linear=0 shrinkage=0.000400217 Tree=6894 num_leaves=4 num_cat=0 split_feature=401 3 15 split_gain=2.04094 2.13343 1.00541 threshold=0.087020000000000014 -0.58647999999999989 -0.23798499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.054873494267030247 0.014897556554669051 0.00044274655179425893 -0.021244934106836963 leaf_weight=0.17926925048231979 0.2854994912631813 110.98967796799479 2.4875685600127317 leaf_count=3 26 2852 223 internal_value=0 0.000298422 -0.0170901 internal_weight=0 111.169 2.77307 internal_count=3104 2855 249 is_linear=0 shrinkage=0.0204111 Tree=6895 num_leaves=4 num_cat=0 split_feature=52 0 157 split_gain=2.29491 2.90807 2.43988 threshold=-0.24600999999999998 -0.016814999999999997 -0.15081499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036688032173963687 0.00037689037178592871 0.00019828202867726004 7.7906723599427765e-06 leaf_weight=5.2370353322148731 2.838009345727186 1.9230639507877629 104.25041881636571 leaf_count=272 60 83 2700 internal_value=0 -0.000214373 1.79558e-05 internal_weight=0 7.1601 107.088 internal_count=3115 355 2760 is_linear=0 shrinkage=0.000400217 Tree=6896 num_leaves=3 num_cat=0 split_feature=124 47 split_gain=2.40892 3.53797 threshold=0.10385500000000002 0.11764000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.6499395740339833e-05 0.00033239743833630915 -0.00029141067981619561 leaf_weight=102.67981775523367 3.4645399454748249 6.2342648044141233 leaf_count=2901 39 131 internal_value=0 -1.40661e-06 internal_weight=0 108.914 internal_count=3071 3032 is_linear=0 shrinkage=0.000400217 Tree=6897 num_leaves=4 num_cat=0 split_feature=13 13 3 split_gain=2.95394 9.04459 3.80257 threshold=-0.083499999999999977 -0.084169999999999981 -0.074514999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011719759007343777 -0.0094442262341231098 0.04046727734882874 0.00027572170687438719 leaf_weight=33.806278270787516 25.517456812187447 2.518844397058273 48.479794146511267 leaf_count=907 1273 59 841 internal_value=0 0.00401276 -0.00308534 internal_weight=0 36.3251 73.9973 internal_count=3080 966 2114 is_linear=0 shrinkage=0.0204111 Tree=6898 num_leaves=4 num_cat=0 split_feature=131 1132 12 split_gain=3.91489 2.62782 2.30056 threshold=0.092255000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024461623500030512 0.010426738711616309 0.0010588267045938474 -0.023294736817114199 leaf_weight=1.5961924575967703 0.96929478750098486 105.638663295882 4.3672776227249406 leaf_count=21 55 2748 295 internal_value=0 0.000653836 -0.0170814 internal_weight=0 107.235 5.33657 internal_count=3119 2769 350 is_linear=0 shrinkage=0.0204111 Tree=6899 num_leaves=4 num_cat=0 split_feature=376 151 43 split_gain=2.709 3.33261 1.58114 threshold=1.0000000180025095e-35 -0.29526499999999994 0.0049750000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046949446011014382 0.00010403826006820415 -4.7099449680535749e-06 0.00048185479861637473 leaf_weight=2.4191164351577745 6.0843583009846025 104.21840757329301 2.4463847153820097 leaf_count=66 160 2880 12 internal_value=0 -1.57352e-05 0.000217225 internal_weight=0 106.638 8.53074 internal_count=3118 2946 172 is_linear=0 shrinkage=0.000400217 Tree=6900 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=4.72798 5.601 4.04071 threshold=0.085880000000000026 -0.084074999999999997 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027253327218736964 -0.00023350162025464531 2.3330365660238628e-05 0.00010338042934946993 leaf_weight=16.900375619376064 6.1443469584628465 25.739056004382292 65.051232246107247 leaf_count=879 151 862 1195 internal_value=0 -9.43435e-05 7.39857e-05 internal_weight=0 42.6394 71.1956 internal_count=3087 1741 1346 is_linear=0 shrinkage=0.000400217 Tree=6901 num_leaves=4 num_cat=0 split_feature=158 2 33 split_gain=2.66068 3.48765 3.14129 threshold=0.084965000000000027 0.12173500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020505270837630953 -0.01793328944191909 0.016548957278966422 0.0020865566527775081 leaf_weight=2.5169541873037806 5.9287099708271844 1.4378067131729038 104.76904032310085 leaf_count=40 287 46 2707 internal_value=0 -0.011056 0.00153572 internal_weight=0 7.36652 107.286 internal_count=3080 333 2747 is_linear=0 shrinkage=0.0204111 Tree=6902 num_leaves=4 num_cat=0 split_feature=13 49 43 split_gain=3.1295 3.12103 2.52533 threshold=0.078920000000000018 -0.073234999999999981 -0.06705499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.1880999812712841e-05 0.00048464983887020125 8.2629625459719442e-05 -5.6898885682212551e-05 leaf_weight=31.259421689397641 3.8367800589185235 14.590012277672939 63.432272011048553 leaf_count=1122 37 316 1605 internal_value=0 0.000168759 -1.10426e-05 internal_weight=0 18.4268 94.6917 internal_count=3080 353 2727 is_linear=0 shrinkage=0.000400217 Tree=6903 num_leaves=4 num_cat=0 split_feature=130 52 49 split_gain=2.95188 2.87006 0.677184 threshold=0.085970000000000005 -0.41845999999999994 -0.096289999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020346363134397645 0.0082586197885023416 0.0012034457519289796 -0.023276432749387652 leaf_weight=2.5280508857395025 0.26175388181582127 104.22229044609776 2.5452907219805629 leaf_count=262 6 2464 329 internal_value=0 0.000672322 -0.0201318 internal_weight=0 106.75 2.80704 internal_count=3061 2726 335 is_linear=0 shrinkage=0.0204111 Tree=6904 num_leaves=4 num_cat=0 split_feature=403 131 15 split_gain=3.35877 2.87585 0.0875731 threshold=-0.088654999999999984 0.092255000000000018 -0.14701499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0051064043042371061 0.0019571091533440313 -0.013004137804959558 -0.021632648233768686 leaf_weight=0.2254824542324062 103.41123814440562 5.5332400115730698 2.6953011024033904 leaf_count=22 2463 229 382 internal_value=0 0.00118466 -0.0205925 internal_weight=0 108.944 2.92078 internal_count=3096 2692 404 is_linear=0 shrinkage=0.0204111 Tree=6905 num_leaves=3 num_cat=0 split_feature=2 11 split_gain=2.59513 2.35599 threshold=-0.16156999999999996 0.088315000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018093691931788006 0.00046087335422552775 -0.01588464603743427 leaf_weight=3.2502291428172603 103.94803956107171 3.6962162268609964 leaf_count=55 2925 100 internal_value=0 -0.00011631 internal_weight=0 107.644 internal_count=3080 3025 is_linear=0 shrinkage=0.0204111 Tree=6906 num_leaves=4 num_cat=0 split_feature=47 0 48 split_gain=3.21066 5.36341 3.34708 threshold=0.086425000000000016 -0.040289999999999992 0.12590000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.7872860533354019e-05 -0.00027205117478160579 0.00020445226613891379 -0.00038253013473325945 leaf_weight=89.615188145473439 14.966681333287854 4.9594622590229838 3.0279313593928228 leaf_count=2647 338 46 47 internal_value=0 -0.000152973 2.36873e-05 internal_weight=0 19.9261 92.6431 internal_count=3078 384 2694 is_linear=0 shrinkage=0.000400217 Tree=6907 num_leaves=3 num_cat=0 split_feature=51 39 split_gain=2.42358 2.4563 threshold=-0.40548499999999993 0.0047850000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040477495545805685 1.1963725928401448e-05 0.00017983248890635374 leaf_weight=1.9189403990676499 95.925969879379409 16.231730005441932 leaf_count=115 2605 355 internal_value=0 3.64132e-05 internal_weight=0 112.158 internal_count=3075 2960 is_linear=0 shrinkage=0.000400217 Tree=6908 num_leaves=3 num_cat=0 split_feature=3 42 split_gain=2.10452 1.9503 threshold=-0.58647999999999989 -0.40652499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.053293534639534457 -0.02831991231369831 0.0013761287822028497 leaf_weight=0.18473300477489729 0.81699778512120147 115.15415865788509 leaf_count=3 7 3098 internal_value=0 0.00113981 internal_weight=0 115.971 internal_count=3108 3105 is_linear=0 shrinkage=0.0204111 Tree=6909 num_leaves=4 num_cat=0 split_feature=42 456 39 split_gain=2.86716 3.81339 3.50447 threshold=0.092010000000000022 0.084065000000000015 0.08481000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3080051352271233e-05 -0.00027782187219311399 -0.00037136445815454903 0.00020944850882633333 leaf_weight=93.333111156125597 11.1160832055466 3.7777725962296236 2.9060197614890049 leaf_count=2278 537 173 130 internal_value=0 1.69369e-05 -0.000175978 internal_weight=0 97.1109 14.0221 internal_count=3118 2451 667 is_linear=0 shrinkage=0.000400217 Tree=6910 num_leaves=3 num_cat=0 split_feature=1375 38 split_gain=2.94914 2.5882 threshold=-0.43271999999999994 0.10386000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027646034203902416 0.00010663448201140413 -0.020575399851475631 leaf_weight=1.5649178622697935 108.56330456036903 2.4687653783475971 leaf_count=16 3052 35 internal_value=0 -0.000373489 internal_weight=0 111.032 internal_count=3103 3087 is_linear=0 shrinkage=0.0204111 Tree=6911 num_leaves=4 num_cat=0 split_feature=1456 33 48 split_gain=2.30436 2.22988 1.06847 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011130604032449179 -0.019067654487053252 0.00074622824762841488 -0.021243750112446669 leaf_weight=0.4243143291678283 2.3086582750547668 105.42212750693216 2.8443067532580235 leaf_count=8 43 2722 300 internal_value=0 0.000302263 -0.0168116 internal_weight=0 107.731 3.26862 internal_count=3073 2765 308 is_linear=0 shrinkage=0.0204111 Tree=6912 num_leaves=3 num_cat=0 split_feature=155 147 split_gain=2.73426 2.64718 threshold=0.090655000000000013 0.088565000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032102992153591281 -0.021188884632520017 0.012738497859338709 leaf_weight=102.29802507352997 2.2108190779326824 7.5786033342883448 leaf_count=2790 182 137 internal_value=0 0.00118961 internal_weight=0 109.877 internal_count=3109 2927 is_linear=0 shrinkage=0.0204111 Tree=6913 num_leaves=4 num_cat=0 split_feature=130 0 15 split_gain=2.54993 2.61156 0.567944 threshold=-0.083579999999999988 -0.10726999999999999 -0.096839999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057869463368851858 7.1283805771574818e-05 -5.3540935563848444e-05 -0.00020298145485945541 leaf_weight=1.1895968155004086 47.271474615728948 61.830352326271168 1.6694105654896692 leaf_count=28 548 2431 84 internal_value=0 5.60573e-07 -0.000375229 internal_weight=0 109.102 2.85901 internal_count=3091 2979 112 is_linear=0 shrinkage=0.000400217 Tree=6914 num_leaves=4 num_cat=0 split_feature=42 132 1429 split_gain=3.81216 4.12718 3.14608 threshold=-1.0000000180025095e-35 0.081700000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033214499486359725 -0.00049073371431933288 0.00013810171619894131 4.1748875387473474e-05 leaf_weight=9.7385381265667075 1.6980272306973336 4.2175690025178474 99.422687933471025 leaf_count=679 142 137 2135 internal_value=0 -0.000190067 3.22745e-05 internal_weight=0 13.9561 101.121 internal_count=3093 816 2277 is_linear=0 shrinkage=0.000400217 Tree=6915 num_leaves=4 num_cat=0 split_feature=14 3 48 split_gain=2.82437 2.37706 0.177809 threshold=0.073890000000000011 -0.15490999999999996 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0097777045764400206 -0.027319021969892596 -0.0010126678325973041 -0.014123880647404862 leaf_weight=9.1996092257322726 1.217385864176322 98.142207272841915 1.3784380840006623 leaf_count=159 18 2838 90 internal_value=0 -7.86663e-05 -0.0211859 internal_weight=0 107.342 2.59582 internal_count=3105 2997 108 is_linear=0 shrinkage=0.0204111 Tree=6916 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=2.74884 6.25495 5.37466 threshold=0.086425000000000016 -0.074249999999999997 -0.23075999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035969876748415699 -0.000295785426350422 0.0001463673167801147 1.6578592463156917e-05 leaf_weight=7.8949396251118733 12.322772079060089 8.6269021941698139 84.441755626687154 leaf_count=66 260 131 2610 internal_value=0 -0.0001139 4.6316e-05 internal_weight=0 20.9497 92.3367 internal_count=3067 391 2676 is_linear=0 shrinkage=0.000400217 Tree=6917 num_leaves=4 num_cat=0 split_feature=401 44 1 split_gain=2.44349 2.32743 0.608363 threshold=0.087020000000000014 1.0000000180025095e-35 0.11670500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018797725908870373 -0.022038978240177823 -0.014571417965302515 0.0010844542268426394 leaf_weight=112.84626994362952 2.2579244390944946 3.5889427532674736 0.5797974724555387 leaf_count=2813 217 57 28 internal_value=0 0.00135918 -0.0174526 internal_weight=0 116.435 2.83772 internal_count=3115 2870 245 is_linear=0 shrinkage=0.0204111 Tree=6918 num_leaves=4 num_cat=0 split_feature=14 52 11 split_gain=3.22306 2.81712 0.299682 threshold=0.077685000000000018 -0.048794999999999991 0.074925000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0044967990044902095 -0.031036152497884998 -0.0023235586496223675 -0.013017366425606081 leaf_weight=39.643570142197859 1.2421741440120961 68.944074673262548 0.90595120251236938 leaf_count=905 37 2078 70 internal_value=0 0.000168509 -0.0244583 internal_weight=0 108.588 2.14813 internal_count=3090 2983 107 is_linear=0 shrinkage=0.0204111 Tree=6919 num_leaves=4 num_cat=0 split_feature=376 50 51 split_gain=2.67761 3.47502 1.22195 threshold=0.048375000000000008 0.082725000000000007 -0.020509999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044856047366549097 -6.4750308346666114e-05 -0.014077384727021023 0.016698938812214487 leaf_weight=96.803255573766364 2.8039116196450777 8.3656226811581273 5.0020306996884747 leaf_count=2398 38 574 121 internal_value=0 -0.00154648 0.0107616 internal_weight=0 105.169 7.80594 internal_count=3131 2972 159 is_linear=0 shrinkage=0.0204111 Tree=6920 num_leaves=4 num_cat=0 split_feature=4 453 39 split_gain=3.35153 2.90671 1.79283 threshold=-0.49977499999999991 0.10097500000000002 0.085505000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047693223038896518 5.3828296501694826e-05 -0.00044153004242213295 6.8051083970545499e-05 leaf_weight=2.991280361195094 106.80955619950691 1.8206508983857919 1.3675669962540267 leaf_count=112 2900 21 19 internal_value=0 4.508e-05 -0.000308524 internal_weight=0 108.63 4.35885 internal_count=3052 2921 131 is_linear=0 shrinkage=0.000400217 Tree=6921 num_leaves=4 num_cat=0 split_feature=52 457 40 split_gain=3.19758 2.65699 1.32157 threshold=-0.32783999999999996 0.082335000000000005 -0.069544999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012639596518351339 -0.00069248399784490439 0.0078894075520884333 -0.021205164809365282 leaf_weight=0.47461607307195652 85.803000921124294 18.106250968994573 3.7171991775285269 leaf_count=4 2512 238 318 internal_value=0 0.000809798 -0.017144 internal_weight=0 103.909 4.19182 internal_count=3072 2750 322 is_linear=0 shrinkage=0.0204111 Tree=6922 num_leaves=4 num_cat=0 split_feature=13 130 0 split_gain=3.64215 3.20651 3.1851 threshold=0.11069500000000002 -0.0015749999999999998 -0.11471499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9302696910557756e-05 -0.00023453691101925551 0.00026360999297652391 -9.4022058801209956e-05 leaf_weight=44.714780882859486 2.3895773936528704 12.392551032258778 55.602139590755542 leaf_count=487 76 157 2402 internal_value=0 0.000181925 -3.01534e-05 internal_weight=0 14.7821 100.317 internal_count=3122 233 2889 is_linear=0 shrinkage=0.000400217 Tree=6923 num_leaves=4 num_cat=0 split_feature=42 43 12 split_gain=2.13166 3.89717 1.41936 threshold=-0.10749999999999998 -0.27157999999999993 0.023990000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021402149210616984 0.016140377311730163 7.2141518085630114e-05 -0.025299033500544653 leaf_weight=2.3173026334843589 6.5972116974298833 100.30423467668334 2.0313559933947545 leaf_count=37 90 2810 149 internal_value=0 0.00107961 -0.0133217 internal_weight=0 106.901 4.34866 internal_count=3086 2900 186 is_linear=0 shrinkage=0.0204111 Tree=6924 num_leaves=4 num_cat=0 split_feature=160 0 16 split_gain=3.49444 3.19578 2.76473 threshold=0.091525000000000009 -0.23075999999999999 -0.55435499999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.033367524402649201 0.011355652636585773 -0.016281997814377426 0.0017641583247297262 leaf_weight=0.83017355558695172 2.0958357518538824 8.5633215737980191 100.66355650308924 leaf_count=29 10 286 2791 internal_value=0 -0.0107862 0.00144034 internal_weight=0 10.6592 101.494 internal_count=3116 296 2820 is_linear=0 shrinkage=0.0204111 Tree=6925 num_leaves=4 num_cat=0 split_feature=52 52 160 split_gain=2.64099 3.78726 3.11903 threshold=-0.048794999999999991 -0.0064899999999999992 -0.026489999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011953303816222985 -0.016467137764683278 -0.0014445418422784429 -0.00031859131875231145 leaf_weight=12.256454566231694 7.7670881287976945 62.33489358634597 28.515693882534833 leaf_count=198 254 1902 756 internal_value=0 -0.00313261 0.00339308 internal_weight=0 70.102 40.7721 internal_count=3110 2156 954 is_linear=0 shrinkage=0.0204111 Tree=6926 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=2.1289 2.34322 threshold=0.10963500000000002 0.51074000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00047481714242787656 -0.022147682568226336 0.01897299602177506 leaf_weight=106.94919446585482 1.5733298663981248 2.8193672774650613 leaf_count=2906 15 146 internal_value=0 0.000968786 internal_weight=0 109.769 internal_count=3067 3052 is_linear=0 shrinkage=0.0204111 Tree=6927 num_leaves=3 num_cat=0 split_feature=51 43 split_gain=2.377 2.51397 threshold=-0.40548499999999993 -0.075449999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040541501684206697 9.8096271320216881e-05 -2.4964030308182207e-05 leaf_weight=2.0263738772518982 42.04676266199931 71.913208906702494 leaf_count=121 1183 1834 internal_value=0 2.04921e-05 internal_weight=0 113.96 internal_count=3138 3017 is_linear=0 shrinkage=0.000400217 Tree=6928 num_leaves=3 num_cat=0 split_feature=1374 42 split_gain=2.42557 2.37509 threshold=-0.094679999999999986 0.085585000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00030819991330501299 3.9931074483322194e-05 -9.6315392978464225e-05 leaf_weight=3.9743699273094526 81.836250644402753 27.216442216160431 leaf_count=58 1823 1211 internal_value=0 5.86393e-06 internal_weight=0 109.053 internal_count=3092 3034 is_linear=0 shrinkage=0.000400217 Tree=6929 num_leaves=4 num_cat=0 split_feature=1 52 123 split_gain=2.64607 2.59231 2.51571 threshold=0.13662500000000002 -0.0037699999999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00087296457166184031 -0.0012565821222450561 0.023615198052696733 0.0096949554410214831 leaf_weight=94.544015633834533 3.023611742130015 3.9846318779163985 10.305445402162148 leaf_count=2669 72 109 220 internal_value=0 0.0130336 0.000174969 internal_weight=0 7.00824 104.849 internal_count=3070 181 2889 is_linear=0 shrinkage=0.0204111 Tree=6930 num_leaves=3 num_cat=0 split_feature=1373 147 split_gain=2.47775 2.24782 threshold=0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00043568584831632295 -0.00049521133250537725 2.0594103352290372e-05 leaf_weight=1.6447135660418997 1.4424111106418411 111.5732378442608 leaf_count=30 25 3009 internal_value=0 1.35418e-05 internal_weight=0 113.218 internal_count=3064 3039 is_linear=0 shrinkage=0.000400217 Tree=6931 num_leaves=3 num_cat=0 split_feature=453 1 split_gain=2.33076 1.92939 threshold=0.10097500000000002 0.12700000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040906852244728423 -0.021570038821990579 0.0081843374586227178 leaf_weight=95.063204700503775 1.9054147329879914 12.17914910399122 leaf_count=2742 24 277 internal_value=0 0.000574374 internal_weight=0 107.242 internal_count=3043 3019 is_linear=0 shrinkage=0.0204111 Tree=6932 num_leaves=3 num_cat=0 split_feature=484 42 split_gain=2.54951 2.26589 threshold=0.11749000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0053769740094344702 -0.022816077989002381 0.0032702620021740508 leaf_weight=14.329862038368445 1.6129081361932538 100.67155484736395 leaf_count=811 121 2174 internal_value=0 0.00218858 internal_weight=0 115.001 internal_count=3106 2985 is_linear=0 shrinkage=0.0204111 Tree=6933 num_leaves=4 num_cat=0 split_feature=43 3 15 split_gain=3.28544 2.78189 0.269344 threshold=0.17193000000000003 -0.10096999999999999 -0.19313499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012728374438600898 -9.1183155627043896e-05 -2.2763864762625784e-05 -0.0004813913334213821 leaf_weight=25.854121323216532 0.38983759438269805 83.127966939917314 2.2503838916491068 leaf_count=403 30 2480 175 internal_value=0 1.29264e-05 -0.000429829 internal_weight=0 108.982 2.64022 internal_count=3088 2883 205 is_linear=0 shrinkage=0.000400217 Tree=6934 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=4.04076 7.88651 2.93845 threshold=0.087515000000000023 -0.083954999999999988 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3743759156566725e-05 -0.0003546008025088126 -0.00024228760418960969 6.6395762556073452e-05 leaf_weight=18.829447121126577 2.6606262899003914 27.280053640090046 63.64742823108827 leaf_count=422 106 1374 1174 internal_value=0 -0.00010517 4.89339e-05 internal_weight=0 46.1095 66.3081 internal_count=3076 1796 1280 is_linear=0 shrinkage=0.000400217 Tree=6935 num_leaves=4 num_cat=0 split_feature=16 48 150 split_gain=2.74275 4.92872 3.54506 threshold=-0.26788499999999998 0.12450000000000001 -0.07009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0079289875554637412 0.012731102664655434 -0.022948840999188164 -0.0035691205120860965 leaf_weight=24.21291918298812 5.8988360255607395 2.2546946895308784 74.197345374809629 leaf_count=398 85 28 2547 internal_value=0 0.00521301 -0.00235256 internal_weight=0 26.4676 80.0962 internal_count=3058 426 2632 is_linear=0 shrinkage=0.0204111 Tree=6936 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=2.6918 4.29111 2.88378 threshold=1.0000000180025095e-35 -0.084074999999999997 0.084770000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026975630895516745 7.175537838098592e-05 2.6713526809928302e-05 -0.00019822602056773192 leaf_weight=12.597507555654373 73.100694328808459 20.279869658617827 6.8298793104331699 leaf_count=796 1175 775 393 internal_value=0 -8.74138e-05 4.84411e-05 internal_weight=0 32.8774 79.9306 internal_count=3139 1571 1568 is_linear=0 shrinkage=0.000400217 Tree=6937 num_leaves=4 num_cat=0 split_feature=49 3 41 split_gain=3.32952 4.14809 2.77441 threshold=-0.085934999999999984 -0.0020499999999999997 0.080335000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9226234523940743e-05 4.2857279836684878e-05 -0.00046203715464857096 -0.00022237562075679075 leaf_weight=9.41223452115082 93.226241619175198 5.1916610946354913 6.664678907749475 leaf_count=144 2771 57 127 internal_value=0 -0.000178963 2.49319e-05 internal_weight=0 14.6039 99.8909 internal_count=3099 201 2898 is_linear=0 shrinkage=0.000400217 Tree=6938 num_leaves=4 num_cat=0 split_feature=480 1447 2 split_gain=2.95857 2.61566 0.16899 threshold=0.086640000000000009 -0.086059999999999984 0.11662500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045981949490261155 -0.00044133306163088244 1.07670870440755e-05 -0.00017411562505947165 leaf_weight=2.0067813645437118 2.1637919107724879 107.64479178319561 0.70748995326357533 leaf_count=53 175 2861 30 internal_value=0 1.94461e-05 -0.000384496 internal_weight=0 109.652 2.87128 internal_count=3119 2914 205 is_linear=0 shrinkage=0.000400217 Tree=6939 num_leaves=4 num_cat=0 split_feature=159 147 1447 split_gain=2.38535 3.31433 3.17842 threshold=-0.032069999999999994 1.0000000180025095e-35 -0.086059999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034041716458738992 0.0005931124734906625 0.00033178559888099321 1.4967952635860237e-05 leaf_weight=5.9271654344338449 1.4335494839870069 1.3635407928377388 105.8052291457534 leaf_count=414 24 8 2632 internal_value=0 -0.000211582 2.3307e-05 internal_weight=0 7.29071 107.239 internal_count=3078 422 2656 is_linear=0 shrinkage=0.000400217 Tree=6940 num_leaves=4 num_cat=0 split_feature=13 0 0 split_gain=2.42581 6.33208 4.24919 threshold=0.11001000000000001 -0.073464999999999989 -0.13338499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.1139384872601629e-05 -0.00033801062782982456 0.00027613866932359703 -0.00011944716054937539 leaf_weight=40.073135007041856 3.4502476908892268 10.937605981715022 55.897237980659156 leaf_count=419 122 112 2428 internal_value=0 0.000127391 -4.82409e-05 internal_weight=0 14.3879 95.9704 internal_count=3081 234 2847 is_linear=0 shrinkage=0.000400217 Tree=6941 num_leaves=4 num_cat=0 split_feature=11 4 48 split_gain=2.40119 3.06396 2.65381 threshold=0.081005000000000008 -0.083954999999999988 0.081520000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013388139255031607 -2.658117512600369e-05 -2.3888437146895772e-05 -0.00050614450633998409 leaf_weight=26.491790111978844 4.768501705977541 76.065207562798605 2.9199718923773617 leaf_count=537 139 2347 42 internal_value=0 1.69671e-05 -0.000213363 internal_weight=0 102.557 7.68847 internal_count=3065 2884 181 is_linear=0 shrinkage=0.000400217 Tree=6942 num_leaves=4 num_cat=0 split_feature=1 0 14 split_gain=2.70058 7.71506 2.05984 threshold=1.0000000180025095e-35 -0.083574999999999997 0.077685000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033694526728867389 5.4743023118309703e-05 4.7576459546491714e-05 -0.00034669263490141178 leaf_weight=12.753936324448658 77.055973624053877 23.787315826473787 1.9926161473849777 leaf_count=826 1434 771 95 internal_value=0 -8.72519e-05 4.41478e-05 internal_weight=0 36.5413 79.0486 internal_count=3126 1597 1529 is_linear=0 shrinkage=0.000400217 Tree=6943 num_leaves=4 num_cat=0 split_feature=42 16 133 split_gain=2.29376 4.92649 3.50516 threshold=0.084050000000000014 0.23182000000000003 0.083990000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00058022642667329217 -0.010093466744983121 0.010141469965020177 0.011863839691219983 leaf_weight=72.351127913077107 22.528335328954203 6.340318902533908 10.729961650215044 leaf_count=1375 1215 189 363 internal_value=0 -0.00562733 0.00104073 internal_weight=0 28.8687 83.0811 internal_count=3142 1404 1738 is_linear=0 shrinkage=0.0204111 Tree=6944 num_leaves=3 num_cat=0 split_feature=457 472 split_gain=2.34987 1.99956 threshold=0.53894500000000012 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039898251981706145 -0.00044702779401513041 3.1231482109329434e-05 leaf_weight=1.6452467747258186 1.6037814877927292 115.11042141385769 leaf_count=166 13 2893 internal_value=0 2.47927e-05 internal_weight=0 116.756 internal_count=3072 3059 is_linear=0 shrinkage=0.000400217 Tree=6945 num_leaves=4 num_cat=0 split_feature=453 0 47 split_gain=2.83735 3.72547 0.972081 threshold=1.0000000180025095e-35 -0.10726999999999999 0.092645000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001086675388393552 -0.00010398585247869102 -4.2096305019610316e-05 -0.00049975654899769969 leaf_weight=43.35068204311392 1.9253258751414239 66.199365739035784 2.1195457721478306 leaf_count=505 46 2483 30 internal_value=0 1.76134e-05 -0.000319248 internal_weight=0 109.55 4.04487 internal_count=3064 2988 76 is_linear=0 shrinkage=0.000400217 Tree=6946 num_leaves=4 num_cat=0 split_feature=13 4 12 split_gain=3.52411 3.09736 2.69441 threshold=-0.10462499999999998 0.17888000000000001 0.085225000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013796233269235253 0.00063558319769074876 0.017672359084746493 -0.006861208672004889 leaf_weight=13.283133956450913 57.91418625057122 7.5742758649867019 30.362093305482631 leaf_count=197 1013 121 1732 internal_value=0 0.00735903 -0.00194832 internal_weight=0 20.8574 88.2763 internal_count=3063 318 2745 is_linear=0 shrinkage=0.0204111 Tree=6947 num_leaves=4 num_cat=0 split_feature=132 41 0 split_gain=3.20129 4.27839 2.85971 threshold=0.08018500000000002 0.075585000000000013 -0.07087499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011118560490960224 -0.0015299015404128399 -0.018796181645116584 0.018491468288830058 leaf_weight=92.676452792223245 5.6222256790060783 5.9624804935447164 6.1559262184891832 leaf_count=2679 214 123 103 internal_value=0 -0.00220093 0.00900999 internal_weight=0 98.6389 11.7782 internal_count=3119 2802 317 is_linear=0 shrinkage=0.0204111 Tree=6948 num_leaves=4 num_cat=0 split_feature=160 124 2 split_gain=2.89182 2.79263 2.24289 threshold=-0.20907999999999996 0.10385500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018945653740762021 0.001536019890882184 0.019809874936112991 -0.0190023584978233 leaf_weight=0.66799720599374257 104.78919727545326 3.4934361866908139 4.307119010662972 leaf_count=20 2712 34 313 internal_value=0 0.00214543 -0.0136023 internal_weight=0 108.283 4.97512 internal_count=3079 2746 333 is_linear=0 shrinkage=0.0204111 Tree=6949 num_leaves=4 num_cat=0 split_feature=3 11 160 split_gain=3.17771 3.22523 3.17564 threshold=-0.10643499999999999 0.081130000000000022 -0.098479999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019696029013980222 -0.00032257136573287688 -0.00013490459240530055 -2.3573753020608572e-05 leaf_weight=19.117329023698407 6.0221231184159469 6.1159510437573763 78.912152472119487 leaf_count=230 389 165 2286 internal_value=0 0.000116283 -4.51705e-05 internal_weight=0 25.2333 84.9343 internal_count=3070 395 2675 is_linear=0 shrinkage=0.000400217 Tree=6950 num_leaves=3 num_cat=0 split_feature=31 148 split_gain=2.2615 2.3095 threshold=-1.0000000180025095e-35 -0.082164999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021054975109751455 -0.013825528513269614 0.00077589614802972009 leaf_weight=2.0875621944578588 4.6022758137842166 105.5846164203258 leaf_count=90 94 2925 internal_value=0 0.00015261 internal_weight=0 110.187 internal_count=3109 3019 is_linear=0 shrinkage=0.0204111 Tree=6951 num_leaves=4 num_cat=0 split_feature=0 3 48 split_gain=3.36657 4.98597 4.90494 threshold=-0.11471499999999998 0.17769000000000004 0.11928500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010724604824202647 -0.00010284925158494423 0.00039168121718361458 -0.0003691430608266747 leaf_weight=38.804919251611864 65.179852997714988 3.3286030962190116 3.690350155455234 leaf_count=430 2573 69 43 internal_value=0 -7.82217e-05 6.50144e-05 internal_weight=0 68.5085 42.4953 internal_count=3115 2642 473 is_linear=0 shrinkage=0.000400217 Tree=6952 num_leaves=4 num_cat=0 split_feature=43 48 43 split_gain=2.43756 5.71428 3.57897 threshold=-0.060849999999999994 0.086185000000000012 -0.078969999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034459669675174882 0.00079931742658349663 -0.012492303731615627 0.01471234556677941 leaf_weight=32.981840188840579 50.67289087692734 18.238998783941497 9.1383265455151541 leaf_count=1083 1402 279 326 internal_value=0 -0.00273315 0.00349254 internal_weight=0 68.9119 42.1202 internal_count=3090 1681 1409 is_linear=0 shrinkage=0.0204111 Tree=6953 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.49308 3.1706 threshold=-0.094679999999999986 0.082085000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017460423107036504 -0.0019961506922651544 0.0065060618930326206 leaf_weight=3.4635255704633883 83.261499630129038 23.290150936227292 leaf_count=52 2691 351 internal_value=0 -0.000132851 internal_weight=0 106.552 internal_count=3094 3042 is_linear=0 shrinkage=0.0204111 Tree=6954 num_leaves=3 num_cat=0 split_feature=1374 156 split_gain=2.34972 1.95997 threshold=0.090240000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020246450426344081 -0.017149181750250889 0.0019489848955167332 leaf_weight=1.5711832308206783 2.7372795954652238 111.29670532251839 leaf_count=155 63 2914 internal_value=0 0.00162025 internal_weight=0 112.868 internal_count=3132 3069 is_linear=0 shrinkage=0.0204111 Tree=6955 num_leaves=4 num_cat=0 split_feature=1213 159 475 split_gain=2.76344 2.6084 2.55799 threshold=-1.0000000180025095e-35 0.097045000000000006 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020019208405935959 0.0029381132631317104 -0.0094691956009294673 -0.02104524219728247 leaf_weight=0.66696494817733754 102.86217051097537 7.4703480022508293 3.6500629122656383 leaf_count=2 2306 319 465 internal_value=0 0.0020893 -0.0143552 internal_weight=0 110.333 4.31703 internal_count=3092 2625 467 is_linear=0 shrinkage=0.0204111 Tree=6956 num_leaves=3 num_cat=0 split_feature=160 151 split_gain=2.35307 2.14662 threshold=-0.25833999999999996 -0.52342999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042737091895295463 -0.00046706657002141389 1.1420896023762076e-05 leaf_weight=1.9404543380114763 1.4102193167054782 111.98960012705356 leaf_count=244 44 2774 internal_value=0 5.01567e-06 internal_weight=0 113.4 internal_count=3062 2818 is_linear=0 shrinkage=0.000400217 Tree=6957 num_leaves=4 num_cat=0 split_feature=42 1 48 split_gain=3.43788 3.17546 2.9787 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.12675000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021900415349561744 0.0020370408032629361 -0.0014716272355692795 -0.012662937935053697 leaf_weight=5.3559995809700904 91.173697413583795 7.5844447442214005 6.0171227558166711 leaf_count=613 2131 255 100 internal_value=0 -0.0100424 0.00111343 internal_weight=0 12.9404 97.1908 internal_count=3099 868 2231 is_linear=0 shrinkage=0.0204111 Tree=6958 num_leaves=3 num_cat=0 split_feature=1365 38 split_gain=2.32031 2.19191 threshold=1.0000000180025095e-35 0.084445000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012740759636147624 -0.019610566209402543 -0.013982951642836928 leaf_weight=111.43001491191899 2.2707788405823512 3.9542954257813099 leaf_count=3007 62 64 internal_value=0 0.000738159 internal_weight=0 115.384 internal_count=3133 3071 is_linear=0 shrinkage=0.0204111 Tree=6959 num_leaves=4 num_cat=0 split_feature=0 3 47 split_gain=3.54432 4.93086 4.31317 threshold=-0.10726999999999999 -0.12229499999999999 0.077065000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013915942777408539 0.0001236396010691007 -0.00013018018279457294 -0.00014542476744829514 leaf_weight=39.180078994912037 16.428923437480989 47.356849103402965 10.79740552586736 leaf_count=450 227 2308 115 internal_value=0 -6.47032e-05 7.74887e-05 internal_weight=0 63.7858 49.9775 internal_count=3100 2535 565 is_linear=0 shrinkage=0.000400217 Tree=6960 num_leaves=4 num_cat=0 split_feature=43 151 0 split_gain=2.3376 3.76809 3.35241 threshold=-0.07440999999999999 -0.084129999999999996 -0.23075999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0087933686638511158 0.010589398878409498 0.0080735044682172449 -0.0023753054659525971 leaf_weight=6.4504513683714313 9.4754911700147186 35.023344975612417 62.231977386241851 leaf_count=223 91 994 1738 internal_value=0 0.00543357 -0.000648299 internal_weight=0 41.4738 71.7075 internal_count=3046 1217 1829 is_linear=0 shrinkage=0.0204111 Tree=6961 num_leaves=4 num_cat=0 split_feature=42 1 16 split_gain=2.51075 4.95448 4.19181 threshold=0.085675000000000015 0.077920000000000003 0.15100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040261735823412265 -0.017616648685072178 0.0014228271042647375 -0.0088104027265209165 leaf_weight=72.041523560993483 8.6273420628385811 16.297926341620041 12.315378424020308 leaf_count=1576 650 554 294 internal_value=0 -0.00521659 0.00214295 internal_weight=0 24.9253 84.3569 internal_count=3074 1204 1870 is_linear=0 shrinkage=0.0204111 Tree=6962 num_leaves=3 num_cat=0 split_feature=33 1429 split_gain=2.29985 2.12396 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035864844233119515 -0.00038349481124469161 2.6998425872552966e-05 leaf_weight=2.5280166976153842 1.9456412219269612 108.06191351302732 leaf_count=45 140 2867 internal_value=0 1.93557e-05 internal_weight=0 110.008 internal_count=3052 3007 is_linear=0 shrinkage=0.000400217 Tree=6963 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=3.06061 4.95509 4.50839 threshold=-0.10726999999999999 -0.075359999999999996 0.077065000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.007840964469885154 -0.0092613054521576751 0.0022693067864213968 -0.0073576425770370754 leaf_weight=39.301881571198464 24.493324844161179 41.993740931204229 10.149566565523854 leaf_count=459 1540 970 116 internal_value=0 -0.00198691 0.00471198 internal_weight=0 66.4871 49.4514 internal_count=3085 2510 575 is_linear=0 shrinkage=0.0204111 Tree=6964 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.67231 4.42642 threshold=-0.5318799999999998 -0.43902499999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016924705465718597 0.021658534383965006 0.00034328990183102163 leaf_weight=3.3981021410436361 4.1107135867641764 104.73724978087375 leaf_count=44 49 2995 internal_value=0 0.0011697 internal_weight=0 108.848 internal_count=3088 3044 is_linear=0 shrinkage=0.0204111 Tree=6965 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=2.39459 3.26123 threshold=-0.50873999999999986 -0.10462499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024800935459118854 0.0091976570763720872 0.00031756835093336088 leaf_weight=1.2918391050770868 21.234932904626476 89.379345283537077 leaf_count=14 297 2761 internal_value=0 0.00202988 internal_weight=0 110.614 internal_count=3072 3058 is_linear=0 shrinkage=0.0204111 Tree=6966 num_leaves=3 num_cat=0 split_feature=1374 448 split_gain=2.50096 2.17265 threshold=0.090240000000000015 -0.083114999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034888129595398272 -0.00038466166978736848 2.4144899514243372e-05 leaf_weight=2.447951199283124 2.4459834128938374 108.79739283126855 leaf_count=50 54 2936 internal_value=0 1.55939e-05 internal_weight=0 111.245 internal_count=3040 2986 is_linear=0 shrinkage=0.000400217 Tree=6967 num_leaves=4 num_cat=0 split_feature=49 49 1 split_gain=3.70996 4.25278 3.93959 threshold=-0.085934999999999984 -0.081554999999999989 0.10525000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019427787768345497 0.020061496843144733 -0.00042157265416068541 0.0029899208190608821 leaf_weight=8.3768969407319656 4.3073651739396146 94.949322516592474 5.2647590236374517 leaf_count=115 47 2890 77 internal_value=0 0.000488919 -0.0108222 internal_weight=0 99.2567 13.6417 internal_count=3129 2937 192 is_linear=0 shrinkage=0.0204111 Tree=6968 num_leaves=4 num_cat=0 split_feature=376 1373 42 split_gain=2.83747 2.67828 1.35776 threshold=0.048375000000000008 0.099250000000000019 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055852550972223202 -0.00049857380477620562 -0.025102918785869142 0.017652063331006319 leaf_weight=101.55231219789403 2.3962894992437214 1.6111965163581761 5.8917695580748823 leaf_count=2917 18 26 146 internal_value=0 0.000130967 0.0124676 internal_weight=0 103.164 8.28806 internal_count=3107 2943 164 is_linear=0 shrinkage=0.0204111 Tree=6969 num_leaves=3 num_cat=0 split_feature=484 1373 split_gain=2.22324 2.26046 threshold=0.11749000000000001 0.09586500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.5490163931088921e-05 -0.00046548290170024699 -0.00045511013349735743 leaf_weight=106.514443925862 1.4981846506971113 1.5484018843271758 leaf_count=2922 120 24 internal_value=0 8.28298e-06 internal_weight=0 108.063 internal_count=3066 2946 is_linear=0 shrinkage=0.000400217 Tree=6970 num_leaves=4 num_cat=0 split_feature=43 1 16 split_gain=2.90449 2.91932 2.62787 threshold=-0.19537999999999997 0.10335000000000001 -0.26788499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.032113157214046568 -0.0035782703303143511 0.0038031123371370782 0.005526979259059062 leaf_weight=1.7536714636953536 62.690700902774552 34.524156199579011 9.5741195813970972 leaf_count=18 2243 697 170 internal_value=0 -0.000955542 0.00991685 internal_weight=0 97.2149 11.3278 internal_count=3128 2940 188 is_linear=0 shrinkage=0.0204111 Tree=6971 num_leaves=4 num_cat=0 split_feature=14 43 2 split_gain=2.48525 2.35518 0.541919 threshold=0.077685000000000018 -0.50992999999999988 0.081315000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015424660050270361 -0.038601685113056103 -0.00022391680176451183 -0.012945433404216333 leaf_weight=4.0531541776726945 0.59599350624921399 105.40404690684591 1.0288999187905572 leaf_count=41 24 2970 65 internal_value=0 0.000370714 -0.0242377 internal_weight=0 109.457 1.62489 internal_count=3100 3011 89 is_linear=0 shrinkage=0.0204111 Tree=6972 num_leaves=4 num_cat=0 split_feature=1456 132 483 split_gain=2.96553 2.50058 0.048023 threshold=-1.0000000180025095e-35 0.08018500000000002 -0.45053999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016493513382694785 -3.2132455509422597e-05 0.00016321782672649448 -0.00042149506101439127 leaf_weight=0.32741024182905709 96.013644218728587 11.670423049683448 2.7724182628644476 leaf_count=21 2487 304 264 internal_value=0 -1.08135e-05 -0.000401091 internal_weight=0 107.684 3.09983 internal_count=3076 2791 285 is_linear=0 shrinkage=0.000400217 Tree=6973 num_leaves=4 num_cat=0 split_feature=47 3 0 split_gain=2.29271 4.27129 3.93319 threshold=0.086425000000000016 -0.10583499999999998 -0.23031999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023888607348502333 0.0002183268735369008 -0.00022179110446143889 -7.5092739719050403e-06 leaf_weight=11.788275840808636 4.4447572488352334 15.77004639637016 81.022626940344708 leaf_count=85 38 350 2605 internal_value=0 -0.00012435 2.40365e-05 internal_weight=0 20.2148 92.8109 internal_count=3078 388 2690 is_linear=0 shrinkage=0.000400217 Tree=6974 num_leaves=4 num_cat=0 split_feature=0 2 41 split_gain=2.54809 2.62034 2.28164 threshold=0.053965000000000006 0.10859000000000001 0.082980000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.1835765530849587e-05 5.5167576275545636e-05 0.0004228316849371301 -0.00027163211152537916 leaf_weight=96.431185261699284 9.1079116893233714 4.6312597438882213 4.661013063559948 leaf_count=2776 142 68 107 internal_value=0 0.000181518 -1.52002e-06 internal_weight=0 13.7392 101.092 internal_count=3093 210 2883 is_linear=0 shrinkage=0.000400217 Tree=6975 num_leaves=3 num_cat=0 split_feature=0 4 split_gain=3.11403 2.67477 threshold=0.21217000000000003 0.27150500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.8647050566441187e-05 -0.00048996358988396291 0.00013662223699036373 leaf_weight=93.331209415890044 2.0130105069838455 18.737428949039895 leaf_count=2704 21 359 internal_value=0 -9.05902e-07 internal_weight=0 112.069 internal_count=3084 3063 is_linear=0 shrinkage=0.000400217 Tree=6976 num_leaves=4 num_cat=0 split_feature=43 453 15 split_gain=2.61927 2.53283 0.426107 threshold=0.22924500000000003 0.096095000000000014 -0.13084999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2831084125112825e-05 2.1469447991235113e-05 -0.00041925079920154465 -0.0004917022134648865 leaf_weight=111.90101767289889 0.29056683875387568 1.9092091539641831 1.7462232240204674 leaf_count=2925 34 28 153 internal_value=0 2.48426e-05 -0.00042119 internal_weight=0 113.81 2.03679 internal_count=3140 2953 187 is_linear=0 shrinkage=0.000400217 Tree=6977 num_leaves=3 num_cat=0 split_feature=147 42 split_gain=2.37123 2.38752 threshold=-1.0000000180025095e-35 0.085675000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022899330941321593 0.0035859602392074243 -0.003613131881063211 leaf_weight=1.5161583580484137 82.849452805487999 24.869773055030237 leaf_count=27 1847 1195 internal_value=0 0.00192184 internal_weight=0 107.719 internal_count=3069 3042 is_linear=0 shrinkage=0.0204111 Tree=6978 num_leaves=4 num_cat=0 split_feature=3 3 132 split_gain=2.53037 2.85237 1.27319 threshold=-0.16935999999999998 -0.075754999999999975 0.080815000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0056717211450345636 -0.0053484414785776209 0.0017040745613280455 0.02348988213149094 leaf_weight=5.9827062551121326 37.385491055727471 65.747190079695429 2.2676960991229862 leaf_count=130 1748 1164 21 internal_value=0 -0.000855483 0.0108181 internal_weight=0 103.133 8.2504 internal_count=3063 2912 151 is_linear=0 shrinkage=0.0204111 Tree=6979 num_leaves=3 num_cat=0 split_feature=51 401 split_gain=2.16714 1.85905 threshold=-0.40148999999999996 0.087020000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020876358091012282 0.00044517231365109113 -0.016192461817026615 leaf_weight=1.9976496574818146 106.72939164267518 2.761227081908145 leaf_count=115 2746 234 internal_value=0 9.4771e-06 internal_weight=0 109.491 internal_count=3095 2980 is_linear=0 shrinkage=0.0204111 Tree=6980 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=2.49712 2.31101 threshold=-0.016839999999999997 -0.16156999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041238994709522634 0.00028007051370087491 -2.156346441258454e-05 leaf_weight=2.174377068236935 4.1169791184947817 107.20406218816697 leaf_count=96 63 2931 internal_value=0 -1.01379e-05 internal_weight=0 111.321 internal_count=3090 2994 is_linear=0 shrinkage=0.000400217 Tree=6981 num_leaves=4 num_cat=0 split_feature=15 15 15 split_gain=3.47149 3.56065 3.37179 threshold=-0.095604999999999982 -0.095244999999999982 -0.15160999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.8121596698172854e-05 0.0005373980411900271 3.5426531216120587e-05 -0.00025725264922525713 leaf_weight=13.036662153310319 2.216266125382389 82.591051850256008 13.344238576719361 leaf_count=356 17 2422 268 internal_value=0 4.92358e-05 -0.000116706 internal_weight=0 84.8073 26.3809 internal_count=3063 2439 624 is_linear=0 shrinkage=0.000400217 Tree=6982 num_leaves=4 num_cat=0 split_feature=42 156 52 split_gain=2.6553 3.71401 2.4135 threshold=-1.0000000180025095e-35 0.050840000000000003 -0.42985499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028956876050219342 -0.00039165905975355116 0.00019643595573093153 3.1695692357641739e-05 leaf_weight=9.8743934122285264 2.092846745697897 3.2797111095933351 99.813771550696401 leaf_count=764 245 71 2031 internal_value=0 -0.000167758 2.2581e-05 internal_weight=0 13.1541 101.907 internal_count=3111 835 2276 is_linear=0 shrinkage=0.000400217 Tree=6983 num_leaves=3 num_cat=0 split_feature=45 132 split_gain=2.56907 2.51426 threshold=-1.0000000180025095e-35 0.08018500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02063040863126234 -0.0021959636660512428 0.0076297284373253605 leaf_weight=2.2050029941019593 96.292026692531181 12.115349095329291 leaf_count=25 2768 313 internal_value=0 -0.00109113 internal_weight=0 108.407 internal_count=3106 3081 is_linear=0 shrinkage=0.0204111 Tree=6984 num_leaves=4 num_cat=0 split_feature=0 14 2 split_gain=2.5955 6.0596 4.92169 threshold=-0.11471499999999998 -0.13131999999999996 0.11357500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019784162595791566 -0.0040488324347377497 0.007155285598051485 0.01088207138177223 leaf_weight=3.7101278839108991 56.949818215385676 39.02743910751451 10.854961259647096 leaf_count=56 2247 431 349 internal_value=0 0.00477104 -0.00164452 internal_weight=0 42.7376 67.8048 internal_count=3083 487 2596 is_linear=0 shrinkage=0.0204111 Tree=6985 num_leaves=4 num_cat=0 split_feature=1 3 151 split_gain=2.25291 4.26039 2.26769 threshold=0.10100500000000003 -0.12077499999999998 -0.29526499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014233368371505933 -0.00029632887491513893 -8.3927484906926866e-05 0.00011040596122945237 leaf_weight=17.516412906326877 2.2186577555257818 54.582770699986213 39.403580842372321 leaf_count=193 22 2107 738 internal_value=0 -2.88221e-05 8.79883e-05 internal_weight=0 72.0992 41.6222 internal_count=3060 2300 760 is_linear=0 shrinkage=0.000400217 Tree=6986 num_leaves=3 num_cat=0 split_feature=45 15 split_gain=2.86502 2.36623 threshold=-1.0000000180025095e-35 0.082805000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040470150947591088 -1.7696874173341351e-05 -0.00019931492672493705 leaf_weight=2.2630879494827232 94.856215353564949 12.966808430157469 leaf_count=25 1973 1095 internal_value=0 -3.97224e-05 internal_weight=0 107.823 internal_count=3093 3068 is_linear=0 shrinkage=0.000400217 Tree=6987 num_leaves=4 num_cat=0 split_feature=43 13 15 split_gain=2.87721 2.30648 0.219596 threshold=0.25537500000000007 -0.24921999999999997 -0.14601999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0097254744220457573 -0.0076704300610158952 -0.00091063144898990522 -0.024833935245006135 leaf_weight=9.1789094762207224 0.51702493528137017 98.933929439352141 1.966380976919935 leaf_count=149 29 2745 155 internal_value=0 1.51423e-06 -0.0217457 internal_weight=0 108.113 2.48341 internal_count=3078 2894 184 is_linear=0 shrinkage=0.0204111 Tree=6988 num_leaves=4 num_cat=0 split_feature=43 0 15 split_gain=2.60755 3.04368 3.0079 threshold=-0.07440999999999999 -0.071104999999999988 0.079530000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.273120438897222e-07 -0.000159447661467847 0.011538664593094113 -0.012653515411732473 leaf_weight=23.066389771157446 61.037123760244867 16.105598780239234 9.1318867060126632 leaf_count=920 1017 289 870 internal_value=0 0.00476295 -0.00180301 internal_weight=0 39.172 70.169 internal_count=3096 1209 1887 is_linear=0 shrinkage=0.0204111 Tree=6989 num_leaves=4 num_cat=0 split_feature=156 401 0 split_gain=2.83099 2.42799 0.2669 threshold=0.11896500000000002 0.087020000000000014 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015915470894923265 -0.03803296820311676 -0.018006943302923861 -0.016637714640316763 leaf_weight=109.42001673772847 0.51569124683737755 2.5868040010827817 0.98361610510619246 leaf_count=2734 3 243 98 internal_value=0 0.00112139 -0.0261282 internal_weight=0 112.007 1.49931 internal_count=3078 2977 101 is_linear=0 shrinkage=0.0204111 Tree=6990 num_leaves=4 num_cat=0 split_feature=15 474 159 split_gain=2.90989 3.69859 3.39492 threshold=-0.095554999999999987 0.084835000000000008 0.10862000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0073819847976417073 0.0027399324724651456 0.019270237741380713 -0.019339738406511282 leaf_weight=28.449983454876932 81.39326055501806 2.2408432939992045 2.8972488052386316 leaf_count=599 2317 48 144 internal_value=0 -0.00537304 0.00195636 internal_weight=0 30.6908 84.2905 internal_count=3108 647 2461 is_linear=0 shrinkage=0.0204111 Tree=6991 num_leaves=4 num_cat=0 split_feature=1 0 1186 split_gain=2.53525 5.25472 2.79767 threshold=0.076845000000000011 -0.084074999999999997 0.084100000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029859053185906243 9.6657213845496771e-06 2.0418239811883608e-05 0.00042345581260100617 leaf_weight=13.603156752378707 74.33537199022976 20.800965322417142 2.6009470513090482 leaf_count=808 1472 786 26 internal_value=0 -0.000106275 2.42496e-05 internal_weight=0 34.4041 76.9363 internal_count=3092 1594 1498 is_linear=0 shrinkage=0.000400217 Tree=6992 num_leaves=4 num_cat=0 split_feature=1 0 33 split_gain=2.22826 6.53292 2.71735 threshold=1.0000000180025095e-35 -0.084074999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015387861749249884 -0.019042733049587559 0.0028425374137502502 0.0028640973965160664 leaf_weight=13.075179029149693 2.3260067263618103 21.534967621639225 73.717935863627645 leaf_count=787 43 794 1452 internal_value=0 -0.00407204 0.00216701 internal_weight=0 34.6101 76.0439 internal_count=3076 1581 1495 is_linear=0 shrinkage=0.0204111 Tree=6993 num_leaves=3 num_cat=0 split_feature=52 1373 split_gain=2.08822 2.02023 threshold=-0.51586999999999994 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039323630946574848 2.0613991803826964e-05 -0.00040219311326706041 leaf_weight=1.9451894241065009 110.0924518790298 1.7285091332159925 leaf_count=215 2848 27 internal_value=0 1.36825e-05 internal_weight=0 111.821 internal_count=3090 2875 is_linear=0 shrinkage=0.000400217 Tree=6994 num_leaves=4 num_cat=0 split_feature=2 12 0 split_gain=3.33736 3.98113 3.94662 threshold=0.092120000000000021 0.10042000000000002 -0.23098999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040895783136295081 7.9467236246346043e-05 -0.00026573294107801632 -0.00011693456505481316 leaf_weight=2.2848476804210796 52.922596806765796 5.8421703432832137 50.902874806908585 leaf_count=27 975 277 1837 internal_value=0 4.47087e-05 -9.35315e-05 internal_weight=0 58.7648 53.1877 internal_count=3116 1252 1864 is_linear=0 shrinkage=0.000400217 Tree=6995 num_leaves=4 num_cat=0 split_feature=43 12 16 split_gain=2.32435 3.63498 2.32643 threshold=-0.19537999999999997 0.085685000000000025 -0.27157999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00056866294472300051 5.1194420149505666e-05 -0.00010842410158766758 0.00010034068319752971 leaf_weight=1.9467000033473585 65.13001884750156 35.059963606233396 10.175623102681127 leaf_count=25 1220 1666 175 internal_value=0 -4.72034e-06 0.000180064 internal_weight=0 100.19 12.1223 internal_count=3086 2886 200 is_linear=0 shrinkage=0.000400217 Tree=6996 num_leaves=4 num_cat=0 split_feature=14 484 48 split_gain=2.53759 2.23584 0.617733 threshold=0.077685000000000018 0.11912000000000002 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015185270569649002 -0.03115945583719781 -0.02275705195926726 -0.0087400696405308259 leaf_weight=105.02331150754981 1.0522346555735569 1.4930627038238515 1.1326859620676248 leaf_count=2846 15 105 74 internal_value=0 0.00115471 -0.0205296 internal_weight=0 106.516 2.18492 internal_count=3040 2951 89 is_linear=0 shrinkage=0.0204111 Tree=6997 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=2.63245 2.50107 threshold=-1.0000000180025095e-35 -0.15490999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042583526350830345 0.00017844323068497622 -2.2218758329391628e-05 leaf_weight=2.2389036138192742 10.942492989619494 99.398723995800538 leaf_count=98 201 2824 internal_value=0 -2.15847e-06 internal_weight=0 110.341 internal_count=3123 3025 is_linear=0 shrinkage=0.000400217 Tree=6998 num_leaves=4 num_cat=0 split_feature=11 43 4 split_gain=2.24581 2.78807 2.6389 threshold=0.081130000000000022 -0.27157999999999993 0.24814500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025757666304656012 -0.00046078291025942423 1.4587036856664289e-05 -5.2404124754740448e-06 leaf_weight=8.0765804575639759 3.1817710173418146 99.324352109827487 5.3444540337659419 leaf_count=130 122 2840 53 internal_value=0 3.31091e-05 -0.000179006 internal_weight=0 107.401 8.52623 internal_count=3145 2970 175 is_linear=0 shrinkage=0.000400217 Tree=6999 num_leaves=4 num_cat=0 split_feature=11 4 4 split_gain=2.41923 2.36428 2.0119 threshold=0.081130000000000022 -0.078079999999999997 0.36766000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011162807207140414 -0.00045416823584419917 -2.1828973581624806e-05 -4.2209358225402943e-05 leaf_weight=30.160333246769369 3.1308944761185549 71.348095521828327 4.6439593411050737 leaf_count=880 132 2024 46 internal_value=0 1.79033e-05 -0.000212196 internal_weight=0 101.508 7.77485 internal_count=3082 2904 178 is_linear=0 shrinkage=0.000400217 Tree=7000 num_leaves=4 num_cat=0 split_feature=1447 12 123 split_gain=2.94629 2.27284 2.07659 threshold=-1.0000000180025095e-35 0.10866500000000003 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023397621065143925 0.0010832112106683972 -0.011683403199572921 0.017611066271696636 leaf_weight=3.3427506380503469 102.05579946786747 6.0480531352186508 0.52015147078782309 leaf_count=284 2592 229 8 internal_value=0 0.000357612 -0.0175351 internal_weight=0 108.104 3.8629 internal_count=3113 2821 292 is_linear=0 shrinkage=0.0204111 Tree=7001 num_leaves=3 num_cat=0 split_feature=3 16 split_gain=3.01538 3.709 threshold=-0.52337999999999985 0.26639000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02251690265827249 0.0010834891074423358 -0.011474285298363373 leaf_weight=2.3820951437810427 96.957026762073838 10.786831554018134 leaf_count=19 2696 380 internal_value=0 -0.000184345 internal_weight=0 107.744 internal_count=3095 3076 is_linear=0 shrinkage=0.0204111 Tree=7002 num_leaves=4 num_cat=0 split_feature=43 42 4 split_gain=2.85136 4.27498 3.12885 threshold=0.0016150000000000003 0.077855000000000021 -0.40515499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015135666418524374 0.012026005922178399 -0.0094827329494499533 -0.001354708852435414 leaf_weight=7.374425573507323 13.936094846698326 5.2083971581814685 82.942849127258341 leaf_count=182 268 282 2300 internal_value=0 0.00615328 -0.00249727 internal_weight=0 19.1445 90.3173 internal_count=3032 550 2482 is_linear=0 shrinkage=0.0204111 Tree=7003 num_leaves=4 num_cat=0 split_feature=49 3 49 split_gain=4.12076 4.15275 3.54715 threshold=-0.085934999999999984 -0.0020499999999999997 -0.079824999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.6253583576277403e-06 0.00035445940257484374 -0.00046289257012660002 2.6416411614063613e-05 leaf_weight=7.7527182128833374 5.4913151941727838 5.286172856402116 91.961257335474329 leaf_count=128 68 57 2837 internal_value=0 -0.000193371 4.52867e-05 internal_weight=0 13.0389 97.4526 internal_count=3090 185 2905 is_linear=0 shrinkage=0.000400217 Tree=7004 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=3.41504 7.97319 6.91041 threshold=0.084805000000000019 0.077655000000000016 0.12899500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.039430165084578e-07 -0.00024658754193952151 0.00055726302501600457 0.00036856571785835111 leaf_weight=88.955227486907461 18.498836840378321 4.1868238903261945 3.3678870821604496 leaf_count=2055 955 66 42 internal_value=0 2.49207e-05 -0.000150447 internal_weight=0 93.1421 21.8667 internal_count=3118 2121 997 is_linear=0 shrinkage=0.000400217 Tree=7005 num_leaves=3 num_cat=0 split_feature=1132 43 split_gain=2.28202 2.80742 threshold=-1.0000000180025095e-35 -0.19537999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043137638573553463 0.00020176402541678172 -3.3379547640806319e-06 leaf_weight=1.7266657759319048 11.823382659225897 102.37867413702861 leaf_count=26 207 2903 internal_value=0 1.80732e-05 internal_weight=0 114.202 internal_count=3136 3110 is_linear=0 shrinkage=0.000400217 Tree=7006 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=2.93796 3.11503 threshold=0.084955000000000017 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.0872143692619993e-06 -0.00043620413341749552 0.00039973675116376567 leaf_weight=107.23484554057268 2.2289304677397004 3.1903452569968058 leaf_count=2922 38 113 internal_value=0 1.68826e-05 internal_weight=0 110.425 internal_count=3073 3035 is_linear=0 shrinkage=0.000400217 Tree=7007 num_leaves=4 num_cat=0 split_feature=43 4 16 split_gain=2.55732 3.10461 2.40793 threshold=-0.19537999999999997 -0.49977499999999991 -0.19424999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.028612991878492765 -0.019700055177990432 -0.00032255613079262737 0.0046491353432604136 leaf_weight=2.0240764279151326 3.4584851742547462 97.892308483257693 9.9590064239819167 leaf_count=23 127 2753 174 internal_value=0 -0.0010048 0.00892431 internal_weight=0 101.351 11.9831 internal_count=3077 2880 197 is_linear=0 shrinkage=0.0204111 Tree=7008 num_leaves=3 num_cat=0 split_feature=39 43 split_gain=2.36427 2.52472 threshold=-1.0000000180025095e-35 0.16452000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013025708443320972 0.00068161015508670967 0.016641528986769807 leaf_weight=4.8960008824360548 102.89302915943244 4.1907058653732738 leaf_count=59 2840 206 internal_value=0 0.00132293 internal_weight=0 107.084 internal_count=3105 3046 is_linear=0 shrinkage=0.0204111 Tree=7009 num_leaves=4 num_cat=0 split_feature=1 0 43 split_gain=2.91837 2.2302 2.15469 threshold=0.13594500000000004 -0.23066499999999998 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013907785155554308 -0.00016244867796177864 -5.0589767968238149e-05 0.00034170441988484463 leaf_weight=11.022731060511431 1.6899189539253709 91.91190111400374 5.7862202676478764 leaf_count=104 10 2822 177 internal_value=0 -3.01502e-05 0.000227029 internal_weight=0 102.935 7.47614 internal_count=3113 2926 187 is_linear=0 shrinkage=0.000400217 Tree=7010 num_leaves=4 num_cat=0 split_feature=2 0 12 split_gain=2.86449 4.85358 3.00665 threshold=0.092120000000000021 -0.12118 0.10042000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010729321815695792 8.6951005261641547e-05 -0.00015416083213802168 -0.000188568624393143 leaf_weight=16.211094144848175 51.060304460708721 37.488395706526717 7.1353157168787211 leaf_count=161 957 1693 280 internal_value=0 -7.51726e-05 5.28725e-05 internal_weight=0 53.6995 58.1956 internal_count=3091 1854 1237 is_linear=0 shrinkage=0.000400217 Tree=7011 num_leaves=4 num_cat=0 split_feature=484 1447 13 split_gain=3.01608 2.60951 0.327097 threshold=-0.083139999999999992 -0.086059999999999984 -0.15647499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.6611459128648949e-05 0.00038166139453403206 -1.5908477359832783e-06 -0.00044456874140703359 leaf_weight=0.26267128391191397 2.8119959988052861 106.21098826601337 2.5578239704664147 leaf_count=7 65 2755 263 internal_value=0 8.67568e-06 -0.000402625 internal_weight=0 109.023 2.8205 internal_count=3090 2820 270 is_linear=0 shrinkage=0.000400217 Tree=7012 num_leaves=4 num_cat=0 split_feature=1456 43 3 split_gain=2.36409 2.41809 0.386804 threshold=-1.0000000180025095e-35 -0.063379999999999978 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0045349266536566729 0.0049930549340107839 -0.0013116050364253675 -0.019816982700717297 leaf_weight=0.26071596075780723 39.801397082770563 69.342196384190174 2.5862876008668527 leaf_count=6 1184 1605 292 internal_value=0 0.000990276 -0.0174997 internal_weight=0 109.144 2.847 internal_count=3087 2789 298 is_linear=0 shrinkage=0.0204111 Tree=7013 num_leaves=3 num_cat=0 split_feature=1375 52 split_gain=3.42503 3.40021 threshold=-0.43271999999999994 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029412348370888335 0.0046753909881605323 -0.0029172307041743176 leaf_weight=1.5887669487856317 38.022495649875054 68.985921489998873 leaf_count=15 911 2177 internal_value=0 -0.000217334 internal_weight=0 107.008 internal_count=3103 3088 is_linear=0 shrinkage=0.0204111 Tree=7014 num_leaves=4 num_cat=0 split_feature=159 2 482 split_gain=2.94685 2.69618 2.65874 threshold=0.097045000000000006 0.11431500000000001 0.090355000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016275284043812943 -0.019088442559229611 0.0071488581707155434 -0.022725755394971299 leaf_weight=101.41575353956341 5.6397655908949664 2.2090418461339141 1.7909459741531453 leaf_count=2608 226 109 118 internal_value=0 -0.0117073 0.00118076 internal_weight=0 7.84881 103.207 internal_count=3061 335 2726 is_linear=0 shrinkage=0.0204111 Tree=7015 num_leaves=4 num_cat=0 split_feature=484 1444 123 split_gain=2.54397 2.75026 2.14654 threshold=-0.0048899999999999994 -0.083574999999999997 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016247868830804646 0.026321478893866233 6.9379633161978469e-05 0.018491635489630336 leaf_weight=6.1205499290936123 1.5774820905644436 104.49746480454633 0.74668095377273846 leaf_count=475 13 2600 13 internal_value=0 0.000487128 -0.0122345 internal_weight=0 106.075 6.86723 internal_count=3101 2613 488 is_linear=0 shrinkage=0.0204111 Tree=7016 num_leaves=4 num_cat=0 split_feature=43 0 1429 split_gain=2.90534 3.72054 3.2708 threshold=-0.075449999999999975 -0.0033699999999999993 0.084920000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001720629282304517 -0.0034987660161279145 0.017822996814681719 0.013012213162918583 leaf_weight=34.296488725583913 66.017717034266752 7.1360437021648968 5.2976896544023466 leaf_count=1123 1798 99 100 internal_value=0 0.00453455 -0.00225377 internal_weight=0 41.4325 71.3154 internal_count=3120 1222 1898 is_linear=0 shrinkage=0.0204111 Tree=7017 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=3.38269 2.4657 1.85977 threshold=0.17769000000000004 0.13419 -0.13409999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001188692160362535 0.0017102443212364355 0.019472655965844712 0.022193977988088389 leaf_weight=98.215589765981349 3.2495970578456763 2.3548563892254597 4.2272105191077562 leaf_count=2897 62 36 86 internal_value=0 -0.000683789 0.0134479 internal_weight=0 100.57 7.47681 internal_count=3081 2933 148 is_linear=0 shrinkage=0.0204111 Tree=7018 num_leaves=3 num_cat=0 split_feature=45 46 split_gain=2.77065 2.0509 threshold=-1.0000000180025095e-35 0.13643000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020653939428308739 -0.0019065077964527477 0.020965533072255311 leaf_weight=2.277362371038179 108.49317957460516 1.5468112472444762 leaf_count=27 3067 13 internal_value=0 -0.00156402 internal_weight=0 110.04 internal_count=3107 3080 is_linear=0 shrinkage=0.0204111 Tree=7019 num_leaves=4 num_cat=0 split_feature=483 0 15 split_gain=2.81385 3.53538 2.74424 threshold=1.0000000180025095e-35 -0.11471499999999998 -0.46645999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0055112616134389836 0.018123000349603003 -0.0021967495871146742 -0.019467980050064667 leaf_weight=40.648009869146335 0.87113697233144183 63.170516023738855 4.9601229652944303 leaf_count=454 48 2277 324 internal_value=0 0.00082385 -0.0136166 internal_weight=0 103.819 5.83126 internal_count=3103 2731 372 is_linear=0 shrinkage=0.0204111 Tree=7020 num_leaves=3 num_cat=0 split_feature=31 133 split_gain=2.27392 2.16362 threshold=-1.0000000180025095e-35 -0.39018999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041382784195825894 -0.00043855888379545189 1.3482798908348267e-05 leaf_weight=2.1279890773876096 1.6103250895284862 110.93186712143597 leaf_count=94 171 2856 internal_value=0 6.58524e-06 internal_weight=0 112.542 internal_count=3121 3027 is_linear=0 shrinkage=0.000400217 Tree=7021 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=2.62668 4.05146 threshold=-0.40548499999999993 0.13849500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041394909721654324 5.9002856824960551e-06 0.00036890406236892174 leaf_weight=2.1374272592947809 104.97311924992118 5.0553766639204687 leaf_count=108 2821 140 internal_value=0 2.2937e-05 internal_weight=0 110.028 internal_count=3069 2961 is_linear=0 shrinkage=0.000400217 Tree=7022 num_leaves=4 num_cat=0 split_feature=403 484 2 split_gain=2.24642 2.21304 0.904614 threshold=0.088465000000000002 0.11563500000000002 0.123795 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9822131397736683e-05 -0.0004083983389479342 -0.00044938030039791622 0.0001438854857649819 leaf_weight=106.12560419000511 2.7369139759539389 1.5230247680528908 0.51120207112398919 leaf_count=2704 250 122 23 internal_value=0 1.27238e-05 -0.000319579 internal_weight=0 107.649 3.24812 internal_count=3099 2826 273 is_linear=0 shrinkage=0.000400217 Tree=7023 num_leaves=3 num_cat=0 split_feature=9 4 split_gain=2.3498 2.14244 threshold=-0.016839999999999997 -0.078079999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021119793113969915 0.0041461666852674406 -0.0022542502779154699 leaf_weight=2.0375603264401425 30.336925400659311 76.498674650254543 leaf_count=94 954 2048 internal_value=0 -0.000434357 internal_weight=0 106.836 internal_count=3096 3002 is_linear=0 shrinkage=0.0204111 Tree=7024 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=2.53977 2.39003 threshold=-0.40187499999999993 0.088435000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021771577590277268 0.0014702756130626276 -0.0095046475947151952 leaf_weight=2.0584945584823791 96.667113975454413 8.9271310199455893 leaf_count=258 2185 620 internal_value=0 0.000533351 internal_weight=0 105.594 internal_count=3063 2805 is_linear=0 shrinkage=0.0204111 Tree=7025 num_leaves=4 num_cat=0 split_feature=52 52 484 split_gain=3.67969 3.45939 3.07464 threshold=-0.092264999999999986 -0.081519999999999995 0.07474500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025425141455141906 0.00024465415608924826 8.6027535008777272e-06 0.00012938637634870759 leaf_weight=13.507709075245659 11.211812346795339 81.714586754166703 4.3582938572544654 leaf_count=535 138 2347 82 internal_value=0 3.73431e-05 -0.000160443 internal_weight=0 92.9264 17.866 internal_count=3102 2485 617 is_linear=0 shrinkage=0.000400217 Tree=7026 num_leaves=3 num_cat=0 split_feature=1375 484 split_gain=3.43815 2.4228 threshold=-0.43271999999999994 0.088860000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026837039649354529 0.0016968807308546273 -0.012709248714120385 leaf_weight=1.7654247983082303 103.62864665054803 4.9914474764054821 leaf_count=17 2828 250 internal_value=0 0.00102247 internal_weight=0 108.62 internal_count=3095 3078 is_linear=0 shrinkage=0.0204111 Tree=7027 num_leaves=4 num_cat=0 split_feature=15 4 3 split_gain=2.86206 8.6133 2.76085 threshold=0.079530000000000017 0.15164000000000002 -0.15442999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010868319981777947 -0.02023452945244178 0.013943525306763653 -0.00060346019824230181 leaf_weight=9.6879870369521068 9.437290496149215 4.4346254200791 80.728965068013167 leaf_count=169 1095 37 1767 internal_value=0 -0.0092842 0.000637639 internal_weight=0 13.8719 90.417 internal_count=3068 1132 1936 is_linear=0 shrinkage=0.0204111 Tree=7028 num_leaves=3 num_cat=0 split_feature=1444 13 split_gain=2.21545 2.32268 threshold=-0.084559999999999982 -0.24921999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022536696089294022 0.0090631527998189156 -0.001223173371396105 leaf_weight=1.6965313879481971 9.9937873732851568 96.127821554458933 leaf_count=25 156 2926 internal_value=0 -0.000245948 internal_weight=0 106.122 internal_count=3107 3082 is_linear=0 shrinkage=0.0204111 Tree=7029 num_leaves=3 num_cat=0 split_feature=453 51 split_gain=3.09897 2.65316 threshold=0.096095000000000014 -0.40148999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040663477167350755 -0.00047069241615313364 3.5680362927321629e-05 leaf_weight=2.1059167193961903 1.9326077603036527 106.22618733727086 leaf_count=119 27 2901 internal_value=0 2.6671e-05 internal_weight=0 108.332 internal_count=3047 3020 is_linear=0 shrinkage=0.000400217 Tree=7030 num_leaves=4 num_cat=0 split_feature=1447 0 1443 split_gain=2.30027 2.40111 0.563619 threshold=-0.086059999999999984 -0.074654999999999985 0.088930000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0077018643760870514 -0.0020353051914217633 0.0042178347599619347 0.026623701025990123 leaf_weight=1.3018775695945799 69.620245962980334 40.295434892956109 1.5288336981902828 leaf_count=83 2088 931 12 internal_value=0 0.000259075 0.0185455 internal_weight=0 109.916 2.83071 internal_count=3114 3019 95 is_linear=0 shrinkage=0.0204111 Tree=7031 num_leaves=4 num_cat=0 split_feature=1456 0 123 split_gain=2.06608 2.38323 1.10381 threshold=1.0000000180025095e-35 -0.11471499999999998 0.081630000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.0264143063273335e-05 -0.00043958867560174261 -3.880290498093207e-05 0.00017440382525658684 leaf_weight=43.833597858058056 2.3869163702529472 69.416552493414201 0.51293982286006201 leaf_count=479 264 2363 8 internal_value=0 7.31589e-06 -0.000328537 internal_weight=0 113.25 2.89986 internal_count=3114 2842 272 is_linear=0 shrinkage=0.000400217 Tree=7032 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.49495 2.84029 threshold=-0.52342999999999995 0.50652000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046283527625938493 3.6959619000953189e-06 0.00035122162584530264 leaf_weight=1.6601046611540358 108.30425075168023 3.7907371967012287 leaf_count=53 2889 168 internal_value=0 1.5787e-05 internal_weight=0 112.095 internal_count=3110 3057 is_linear=0 shrinkage=0.000400217 Tree=7033 num_leaves=3 num_cat=0 split_feature=51 156 split_gain=2.35052 2.28889 threshold=-0.40148999999999996 0.090135000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021042845904167395 0.0014065225034227708 -0.0099091518497657783 leaf_weight=2.0286359941055698 99.153163863570626 7.9396401229460016 leaf_count=116 2643 296 internal_value=0 0.000558128 internal_weight=0 107.093 internal_count=3055 2939 is_linear=0 shrinkage=0.0204111 Tree=7034 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=2.8156 6.44743 3.26477 threshold=-0.083999999999999977 -0.08428999999999999 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3062267234646102e-05 -7.4286291337796146e-05 0.00086437928505373666 0.00018587932115252974 leaf_weight=34.074951861164664 68.837892638828635 1.5339340731406981 8.5930441459931881 leaf_count=890 1940 28 231 internal_value=0 9.06115e-05 -4.51872e-05 internal_weight=0 35.6089 77.4309 internal_count=3089 918 2171 is_linear=0 shrinkage=0.000400217 Tree=7035 num_leaves=4 num_cat=0 split_feature=1 47 43 split_gain=2.32519 3.22572 1.55072 threshold=0.12313000000000002 0.11764000000000001 -0.25406999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007772465107848261 -0.0098750174889221196 -0.019644761042641144 0.011539703204160378 leaf_weight=96.011051163688535 1.5079289264976967 3.2220675375720012 11.997750859663936 leaf_count=2749 7 78 295 internal_value=0 9.2757e-05 0.00908718 internal_weight=0 99.2331 13.5057 internal_count=3129 2827 302 is_linear=0 shrinkage=0.0204111 Tree=7036 num_leaves=4 num_cat=0 split_feature=15 15 160 split_gain=3.39464 6.22866 3.39534 threshold=-0.11664999999999999 -0.24269999999999997 -0.20907999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0052495577170898955 -0.016430931590449317 -0.019012515168083638 0.0022307014652437796 leaf_weight=7.8138960905052981 4.143801490930854 9.8879018714724207 89.296018173665288 leaf_count=250 261 234 2358 internal_value=0 -0.00833711 0.00138443 internal_weight=0 17.7018 93.4398 internal_count=3103 484 2619 is_linear=0 shrinkage=0.0204111 Tree=7037 num_leaves=4 num_cat=0 split_feature=1456 156 483 split_gain=3.15146 2.1339 0.0345315 threshold=-1.0000000180025095e-35 0.090040000000000023 -0.23056499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018470496956519514 3.6661691774211726e-05 -0.0001726025732315261 -0.00041707468504026743 leaf_weight=0.37923496030271087 103.25940273059496 8.3318269410592602 2.5114420308955223 leaf_count=23 2531 277 268 internal_value=0 2.08799e-05 -0.000394614 internal_weight=0 111.591 2.89068 internal_count=3099 2808 291 is_linear=0 shrinkage=0.000400217 Tree=7038 num_leaves=4 num_cat=0 split_feature=14 1373 48 split_gain=2.41447 2.3604 0.552016 threshold=0.077685000000000018 0.099250000000000019 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065158663594545613 -0.030671136459162848 -0.023490828733736646 -0.0097512989629590444 leaf_weight=109.04408657102704 1.0593760736810511 1.6016948440810654 1.2373203497700149 leaf_count=2982 17 25 84 internal_value=0 0.00027871 -0.020378 internal_weight=0 110.646 2.2967 internal_count=3108 3007 101 is_linear=0 shrinkage=0.0204111 Tree=7039 num_leaves=4 num_cat=0 split_feature=1429 453 157 split_gain=2.40768 2.18756 0.171368 threshold=-1.0000000180025095e-35 0.10097500000000002 -0.089984999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016317964846026246 1.370635858785157e-05 -0.0004425522396743281 -0.0005016014337480266 leaf_weight=0.45239418118489982 107.89643628055637 1.5978819486917917 1.4519969399407262 leaf_count=43 2887 20 103 internal_value=0 6.60276e-06 -0.000434734 internal_weight=0 109.494 1.90439 internal_count=3053 2907 146 is_linear=0 shrinkage=0.000400217 Tree=7040 num_leaves=4 num_cat=0 split_feature=151 1 2 split_gain=2.59146 2.85049 0.180134 threshold=-0.27559499999999998 0.087515000000000023 0.11917500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026192448517655211 -8.924675106865076e-05 4.2891753994240002e-05 -0.00050952163104805938 leaf_weight=1.4340458842416404 44.383543485205337 63.311178178839327 1.3328878860920665 leaf_count=60 1770 1270 16 internal_value=0 -1.16018e-05 -0.000396375 internal_weight=0 107.695 2.76693 internal_count=3116 3040 76 is_linear=0 shrinkage=0.000400217 Tree=7041 num_leaves=3 num_cat=0 split_feature=1375 3 split_gain=3.22128 2.64846 threshold=-0.43271999999999994 -0.16409499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028239448820737777 0.010813716498971377 -0.00068018694917710589 leaf_weight=1.561283314040337 9.0202465027687122 97.658739532262189 leaf_count=16 165 2940 internal_value=0 0.000302 internal_weight=0 106.679 internal_count=3121 3105 is_linear=0 shrinkage=0.0204111 Tree=7042 num_leaves=4 num_cat=0 split_feature=42 151 132 split_gain=3.41183 2.54386 0.45069 threshold=-0.097914999999999988 -0.52342999999999995 0.081700000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021317223481023571 -0.023707287175725785 0.0014610344779717177 -0.0030432550917553823 leaf_weight=3.1885527362892385 1.5893606791651098 101.37418661703305 0.72737162161502045 leaf_count=188 44 2827 26 internal_value=0 0.0010472 -0.0181018 internal_weight=0 102.964 3.91592 internal_count=3085 2871 214 is_linear=0 shrinkage=0.0204111 Tree=7043 num_leaves=4 num_cat=0 split_feature=4 0 47 split_gain=3.12315 3.67412 2.60155 threshold=0.27150500000000005 -0.23051499999999997 0.11861000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012724407998557227 0.011886359440444432 -0.0021280676608610581 -0.011768245936958912 leaf_weight=7.4579794113524249 14.31507498866995 83.17939340754674 2.1457532159984103 leaf_count=54 330 2669 22 internal_value=0 -0.000891759 0.00874419 internal_weight=0 90.6374 16.4608 internal_count=3075 2723 352 is_linear=0 shrinkage=0.0204111 Tree=7044 num_leaves=4 num_cat=0 split_feature=4 15 376 split_gain=2.70795 2.93803 0.974742 threshold=-0.49977499999999991 -0.095554999999999987 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021865676537799878 -0.0052966876860998094 0.0023873770941155808 -0.00079516673394977621 leaf_weight=3.1005634496104895 28.264276390706073 76.827231830380697 1.2909233123064039 leaf_count=125 667 2311 15 internal_value=0 0.000317316 -0.0158455 internal_weight=0 105.092 4.39149 internal_count=3118 2978 140 is_linear=0 shrinkage=0.0204111 Tree=7045 num_leaves=4 num_cat=0 split_feature=1 42 0 split_gain=3.47529 3.26617 1.66695 threshold=0.11584000000000001 0.095515000000000003 -0.22917499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047873050994982018 -0.012667052283599302 -0.015533559217869277 0.0094119372307157056 leaf_weight=83.87229844790636 1.4447853864403466 6.3553471814448121 18.811697511031525 leaf_count=2285 10 396 419 internal_value=0 -0.00155708 0.00777619 internal_weight=0 90.2276 20.2565 internal_count=3110 2681 429 is_linear=0 shrinkage=0.0204111 Tree=7046 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=3.13202 4.82645 4.07096 threshold=-0.10726999999999999 -0.075944999999999985 -0.014754999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049322316422366883 -0.011692200275848375 0.00032691912058629719 0.012957381895451191 leaf_weight=36.979254826248507 21.668091033313431 38.54989505357662 12.442537639988585 leaf_count=462 1607 962 115 internal_value=0 -0.00401156 0.00291476 internal_weight=0 60.218 49.4218 internal_count=3146 2569 577 is_linear=0 shrinkage=0.0204111 Tree=7047 num_leaves=4 num_cat=0 split_feature=4 51 48 split_gain=3.28916 4.66868 3.92783 threshold=0.27044500000000005 0.014750000000000001 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0055482066772807896 0.010438116488254134 0.0051504526444672303 -0.020692040225511101 leaf_weight=65.281488949434788 15.135527842809099 22.860641793585273 1.7940745456144203 leaf_count=2276 344 483 20 internal_value=0 -0.00277038 0.00702489 internal_weight=0 88.1421 16.9296 internal_count=3123 2759 364 is_linear=0 shrinkage=0.0204111 Tree=7048 num_leaves=4 num_cat=0 split_feature=12 3 1 split_gain=2.32229 2.19944 1.87583 threshold=0.11449500000000001 -0.097724999999999992 0.13744000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0045092620575679677 -0.023163000381154642 -0.0024627054905311313 0.0078321608380209507 leaf_weight=24.812806992500555 3.2933611430235024 77.268977395701768 1.0069041569950057 leaf_count=409 140 2461 30 internal_value=0 -0.00076496 -0.0158909 internal_weight=0 102.082 4.30027 internal_count=3040 2870 170 is_linear=0 shrinkage=0.0204111 Tree=7049 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=2.37112 2.99745 threshold=1.0000000180025095e-35 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.4219135399293516e-06 -0.00033261571976174112 0.0003979218859127045 leaf_weight=103.85051343267332 3.3055830224766387 2.9254431059816843 leaf_count=2937 61 114 internal_value=0 6.03414e-06 internal_weight=0 106.776 internal_count=3112 3051 is_linear=0 shrinkage=0.000400217 Tree=7050 num_leaves=4 num_cat=0 split_feature=1 0 40 split_gain=2.58385 6.49124 2.40615 threshold=0.077800000000000022 -0.084074999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028526548580366134 2.7965698944208823e-05 5.9863622765299574e-05 0.00028738817673863709 leaf_weight=14.609965395417928 69.861561770427215 21.367155291214658 6.1298942039720705 leaf_count=792 1412 784 70 internal_value=0 -8.07402e-05 4.92842e-05 internal_weight=0 35.9771 75.9915 internal_count=3058 1576 1482 is_linear=0 shrinkage=0.000400217 Tree=7051 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.10949 3.4307 threshold=-0.5318799999999998 -0.46213499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015942568746948202 0.018385056160351163 -0.00037799202326838733 leaf_weight=3.2990897467825553 4.1146247448923523 102.81181188172559 leaf_count=38 47 2988 internal_value=0 0.000362503 internal_weight=0 106.926 internal_count=3073 3035 is_linear=0 shrinkage=0.0204111 Tree=7052 num_leaves=4 num_cat=0 split_feature=39 13 457 split_gain=2.39435 3.2723 2.07109 threshold=0.0047850000000000011 -0.10462499999999998 0.08426500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011232771275444033 0.00017920288023663702 -6.677626369724717e-05 -0.00024643044412380448 leaf_weight=20.711715285440732 15.859603455173785 75.822114612125006 1.9697333049261931 leaf_count=283 313 2463 51 internal_value=0 -2.82632e-05 0.000130936 internal_weight=0 96.5338 17.8293 internal_count=3110 2746 364 is_linear=0 shrinkage=0.000400217 Tree=7053 num_leaves=4 num_cat=0 split_feature=14 1374 2 split_gain=3.37843 2.05048 0.374201 threshold=0.073890000000000011 -0.094679999999999986 0.099600000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015789802224315187 -0.0296906548472049 0.001061443044707926 -0.010739100511539576 leaf_weight=2.9854532475583246 1.4953980343634605 104.63412935931137 0.84711869295279019 leaf_count=51 93 2948 17 internal_value=0 0.000578051 -0.0236398 internal_weight=0 107.62 2.34252 internal_count=3109 2999 110 is_linear=0 shrinkage=0.0204111 Tree=7054 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=3.19322 4.18695 4.15881 threshold=0.10100500000000003 0.12879500000000002 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011867231068729519 0.00013900991364406638 -0.00022943129249196556 -0.00011034279138076731 leaf_weight=16.675038386187225 34.680399935263267 5.6543507335009044 52.174693282476255 leaf_count=213 696 81 2098 internal_value=0 8.68676e-05 -5.47739e-05 internal_weight=0 40.3348 68.8497 internal_count=3088 777 2311 is_linear=0 shrinkage=0.000400217 Tree=7055 num_leaves=4 num_cat=0 split_feature=483 123 0 split_gain=2.33301 2.8588 2.67096 threshold=0.079055000000000014 0.08456000000000001 -0.10726999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040080127649924011 -0.019964666641789461 0.017583500521719676 -0.0026241290660548255 leaf_weight=43.681998290543561 4.564170369774728 0.93975240708095942 59.790223342567515 leaf_count=505 306 30 2273 internal_value=0 -0.0133309 0.000177012 internal_weight=0 5.50392 103.472 internal_count=3114 336 2778 is_linear=0 shrinkage=0.0204111 Tree=7056 num_leaves=4 num_cat=0 split_feature=43 13 43 split_gain=3.36506 4.17308 3.66559 threshold=-0.07440999999999999 -0.10939499999999998 -0.078969999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.8051473084709906e-05 0.00012609040701824865 -9.2356526217303938e-05 0.00037303553726153731 leaf_weight=33.369093525971948 19.377153139896109 49.716615152682607 7.0980063581373534 leaf_count=1067 255 1612 157 internal_value=0 -3.09888e-05 0.000114177 internal_weight=0 69.0938 40.4671 internal_count=3091 1867 1224 is_linear=0 shrinkage=0.000400217 Tree=7057 num_leaves=4 num_cat=0 split_feature=147 52 4 split_gain=3.44511 4.67976 1.45386 threshold=0.089245000000000005 0.28122000000000008 0.24814500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.9879326929406323e-06 1.3148291920852246e-05 -0.00045259954120155268 0.00041704347724990049 leaf_weight=99.666377548548553 2.1639386057213406 3.7752822715192442 4.1256334244972095 leaf_count=2702 60 288 64 internal_value=0 -2.1796e-05 0.000280743 internal_weight=0 103.442 6.28957 internal_count=3114 2990 124 is_linear=0 shrinkage=0.000400217 Tree=7058 num_leaves=4 num_cat=0 split_feature=133 12 3 split_gain=2.98764 2.74145 2.3579 threshold=0.099280000000000021 -0.010419999999999997 -0.58647999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011410211442463233 0.0001849170798026542 -0.00048082010154178135 2.7424379847097034e-05 leaf_weight=0.16541846096515556 1.3070159100461749 3.4226874157684497 108.61201053736931 leaf_count=1 35 448 2605 internal_value=0 -0.000296827 2.44761e-05 internal_weight=0 4.7297 108.777 internal_count=3089 483 2606 is_linear=0 shrinkage=0.000400217 Tree=7059 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=2.19451 4.64824 4.45172 threshold=0.088975000000000012 0.054175000000000008 -0.097469999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044219354251482393 8.739975896703975e-05 -0.00027643494554732245 -2.5340805719427722e-05 leaf_weight=4.4157330749221719 54.351203821526724 6.1627111724665147 43.991565843733952 leaf_count=220 937 271 1694 internal_value=0 4.99049e-05 -6.4299e-05 internal_weight=0 60.5139 48.4073 internal_count=3122 1208 1914 is_linear=0 shrinkage=0.000400217 Tree=7060 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=2.23859 3.9243 3.50005 threshold=-0.048794999999999991 -0.0064899999999999992 -0.086049999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004573409860298013 -0.015610335891095959 -0.00033128650160716111 0.012337825011127323 leaf_weight=25.208042604856018 7.7661471890532985 63.115221089287843 13.654655964575793 leaf_count=706 253 1921 233 internal_value=0 -0.00202732 0.00406085 internal_weight=0 70.8814 38.8627 internal_count=3113 2174 939 is_linear=0 shrinkage=0.0204111 Tree=7061 num_leaves=4 num_cat=0 split_feature=2 52 43 split_gain=2.79713 4.18112 2.49626 threshold=0.092120000000000021 0.0035300000000000006 -0.043899999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0068550156209532436 0.0094395871001237679 0.0061273556507983147 0.00015410973418634828 leaf_weight=39.960993064680224 17.206941731164989 13.82993620437446 39.749283294208908 leaf_count=1137 537 753 702 internal_value=0 -0.00351138 0.00297235 internal_weight=0 53.7909 56.9562 internal_count=3129 1890 1239 is_linear=0 shrinkage=0.0204111 Tree=7062 num_leaves=4 num_cat=0 split_feature=52 15 52 split_gain=3.62522 3.01533 2.94505 threshold=-0.048794999999999991 0.10347000000000002 -0.088159999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001382185464037976 -0.0024524148514382354 -0.021619188275849483 0.011059469406978464 leaf_weight=25.441093650781113 68.499877324250519 3.4908843010016417 15.786272295223169 leaf_count=681 1932 234 262 internal_value=0 -0.00341395 0.0041678 internal_weight=0 71.9908 41.2274 internal_count=3109 2166 943 is_linear=0 shrinkage=0.0204111 Tree=7063 num_leaves=4 num_cat=0 split_feature=51 48 48 split_gain=3.58753 3.33989 2.78221 threshold=0.11391500000000002 0.13342000000000001 0.097890000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4511641536594901e-05 -0.0005180751417986568 -0.00045994090246990023 -3.283292807857356e-05 leaf_weight=100.9868139805294 3.6165664400550659 2.2201076604469554 3.8766507403051946 leaf_count=2826 139 40 70 internal_value=0 1.36033e-05 -0.000271212 internal_weight=0 103.207 7.49322 internal_count=3075 2866 209 is_linear=0 shrinkage=0.000400217 Tree=7064 num_leaves=4 num_cat=0 split_feature=0 48 2 split_gain=2.60361 6.06386 4.59908 threshold=-0.10726999999999999 0.12879500000000002 0.123795 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0059892268105875592 -0.0047038061586750545 -0.023315401680789483 0.011634238608632722 leaf_weight=44.101961275024223 50.424392576460377 3.0419333619138333 8.2575941960167238 leaf_count=538 2268 35 231 internal_value=0 0.0040476 -0.00238698 internal_weight=0 47.1439 58.682 internal_count=3072 573 2499 is_linear=0 shrinkage=0.0204111 Tree=7065 num_leaves=3 num_cat=0 split_feature=52 1446 split_gain=2.91881 2.36186 threshold=-0.42985499999999993 0.091520000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039684664305021265 4.863155965119142e-05 -0.00042368184003134524 leaf_weight=2.3863059223986047 103.17332741384234 1.613049165389383 leaf_count=284 2653 119 internal_value=0 4.09164e-05 internal_weight=0 104.786 internal_count=3056 2772 is_linear=0 shrinkage=0.000400217 Tree=7066 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=2.93245 3.10035 threshold=-0.52337999999999985 0.076845000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043217043289803708 -0.00010688803542008686 4.0490574023420702e-05 leaf_weight=2.4051889088004819 32.906772957727298 74.222791707179567 leaf_count=20 1564 1493 internal_value=0 -4.84375e-06 internal_weight=0 107.13 internal_count=3077 3057 is_linear=0 shrinkage=0.000400217 Tree=7067 num_leaves=3 num_cat=0 split_feature=51 376 split_gain=2.2248 2.57568 threshold=-0.40548499999999993 0.08672500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020797182107126964 0.00019647419171440493 0.015190837714428199 leaf_weight=1.8945502401948022 102.38380276160387 4.8943151161074629 leaf_count=116 2880 81 internal_value=0 0.000895682 internal_weight=0 107.278 internal_count=3077 2961 is_linear=0 shrinkage=0.0204111 Tree=7068 num_leaves=4 num_cat=0 split_feature=376 49 457 split_gain=2.45874 2.5894 1.91387 threshold=1.0000000180025095e-35 -0.088014999999999996 0.079930000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020794546748516678 0.00028324295105660154 -1.0500603023979027e-05 -0.00016224458481296127 leaf_weight=11.875277035986072 6.8972748867818137 94.721227253305187 1.9011997840716501 leaf_count=172 128 2795 50 internal_value=0 -3.26919e-05 0.000186152 internal_weight=0 106.597 8.79847 internal_count=3145 2967 178 is_linear=0 shrinkage=0.000400217 Tree=7069 num_leaves=4 num_cat=0 split_feature=1429 1 484 split_gain=2.81169 2.94088 0.0595968 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.092160000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037002285387967092 -8.6640840169941116e-05 5.3535822923981496e-05 -0.00065526625148201788 leaf_weight=1.2581830335984694 34.985528245249952 75.524509250666597 0.50103064204085956 leaf_count=121 1546 1409 15 internal_value=0 9.11559e-06 -0.00048561 internal_weight=0 110.51 1.75921 internal_count=3091 2955 136 is_linear=0 shrinkage=0.000400217 Tree=7070 num_leaves=4 num_cat=0 split_feature=13 13 1447 split_gain=2.59083 6.3418 3.63872 threshold=-0.083499999999999977 -0.084169999999999981 -0.086009999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021803473181453733 0.022737423061032002 0.033638467777530399 -0.002806177100214143 leaf_weight=32.626960490766578 2.291580862573027 2.7979207107709945 70.128766761474253 leaf_count=907 48 60 2115 internal_value=0 0.00476312 -0.00196405 internal_weight=0 35.4249 72.4203 internal_count=3130 967 2163 is_linear=0 shrinkage=0.0204111 Tree=7071 num_leaves=3 num_cat=0 split_feature=160 13 split_gain=2.27965 2.09473 threshold=-0.40187499999999993 -0.083499999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021549807090891774 0.0044567440800387641 -0.0014821082444081762 leaf_weight=1.8834932468053001 36.644363682986295 75.600120014127242 leaf_count=245 869 1993 internal_value=0 0.000459253 internal_weight=0 112.244 internal_count=3107 2862 is_linear=0 shrinkage=0.0204111 Tree=7072 num_leaves=3 num_cat=0 split_feature=3 52 split_gain=3.2212 2.7211 threshold=-0.52337999999999985 -0.41845999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022065583834653887 -0.02026469176601841 0.0002801493681165708 leaf_weight=2.6538096630247301 2.6436637110637085 105.87803765949411 leaf_count=26 298 2769 internal_value=0 -0.000240708 internal_weight=0 108.522 internal_count=3093 3067 is_linear=0 shrinkage=0.0204111 Tree=7073 num_leaves=3 num_cat=0 split_feature=10 49 split_gain=2.28029 2.67622 threshold=0.08302000000000001 -0.085934999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00014944814803271575 0.00036970868243612183 3.3061125190554328e-05 leaf_weight=14.715885785924909 2.766950239391007 97.315775675539044 leaf_count=201 70 2797 internal_value=0 8.9624e-06 internal_weight=0 112.032 internal_count=3068 2998 is_linear=0 shrinkage=0.000400217 Tree=7074 num_leaves=3 num_cat=0 split_feature=51 51 split_gain=2.53398 2.49309 threshold=-0.40548499999999993 -0.26960999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041186786024619541 0.00039770377781637686 7.6553239220526774e-06 leaf_weight=2.1375332091156443 2.5790936462581149 106.82265863182965 leaf_count=114 8 2967 internal_value=0 1.72477e-05 internal_weight=0 109.402 internal_count=3089 2975 is_linear=0 shrinkage=0.000400217 Tree=7075 num_leaves=4 num_cat=0 split_feature=133 13 1 split_gain=2.45562 3.02907 2.41647 threshold=0.10681500000000001 -0.10462499999999998 0.10134000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015502096435470611 -0.00051177163732285937 -1.5280967480619364e-05 0.00023275835940796222 leaf_weight=20.601737971112016 2.5576638394668403 86.87457044824987 0.87103104777634133 leaf_count=283 391 2373 41 internal_value=0 1.74909e-05 -0.000321251 internal_weight=0 107.476 3.42869 internal_count=3088 2656 432 is_linear=0 shrinkage=0.000400217 Tree=7076 num_leaves=4 num_cat=0 split_feature=43 49 0 split_gain=2.73403 4.55946 4.28631 threshold=-0.063379999999999978 0.11017000000000002 -0.07087499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.732665459664106e-05 -9.6806183012794489e-05 0.00022541380523517196 0.00021357136754239601 leaf_weight=25.69106688289412 59.360099598507077 7.8703159762735586 18.804728506089305 leaf_count=1087 1567 129 344 internal_value=0 -5.87735e-05 6.89773e-05 internal_weight=0 67.2304 44.4958 internal_count=3127 1696 1431 is_linear=0 shrinkage=0.000400217 Tree=7077 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=2.84782 3.258 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.3757694745664632e-06 0.00032746404654983741 -0.00039713057810388772 leaf_weight=106.66765381183814 4.1835974631831041 3.1755211553536347 leaf_count=2970 66 40 internal_value=0 -4.71083e-06 internal_weight=0 109.843 internal_count=3076 3010 is_linear=0 shrinkage=0.000400217 Tree=7078 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=2.45377 2.70966 threshold=1.0000000180025095e-35 0.17769000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.2403424021366597e-06 -0.013931763117363896 0.014316005536895673 leaf_weight=98.821775880654968 4.8164890770385673 5.7275578574917736 leaf_count=2905 69 119 internal_value=0 0.000805599 internal_weight=0 104.549 internal_count=3093 3024 is_linear=0 shrinkage=0.0204111 Tree=7079 num_leaves=3 num_cat=0 split_feature=1375 484 split_gain=2.95239 2.71584 threshold=-0.43271999999999994 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027525115684164443 -0.013562659778272746 0.00048735845287520329 leaf_weight=1.5803750673003367 5.9801866767083984 96.777219869446526 leaf_count=15 470 2572 internal_value=0 -0.000344185 internal_weight=0 102.757 internal_count=3057 3042 is_linear=0 shrinkage=0.0204111 Tree=7080 num_leaves=4 num_cat=0 split_feature=14 1374 48 split_gain=2.3887 2.20797 0.461806 threshold=0.077685000000000018 -0.094679999999999986 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015523287824531183 -0.030179664498127243 0.0013788375657155698 -0.0098282835484410688 leaf_weight=3.2085874066688111 0.99951989384135265 106.43902742080809 1.0766761809136358 leaf_count=52 14 2979 85 internal_value=0 0.000868904 -0.0206688 internal_weight=0 109.648 2.0762 internal_count=3130 3031 99 is_linear=0 shrinkage=0.0204111 Tree=7081 num_leaves=3 num_cat=0 split_feature=51 2 split_gain=2.26307 2.39854 threshold=-0.40548499999999993 -0.58149499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02087998689490813 -0.058903910741152102 0.0014264786261508804 leaf_weight=1.8429480710874475 0.16331295669078727 109.51471620845314 leaf_count=111 1 2988 internal_value=0 0.00127666 internal_weight=0 109.678 internal_count=3100 2989 is_linear=0 shrinkage=0.0204111 Tree=7082 num_leaves=4 num_cat=0 split_feature=1456 1 49 split_gain=2.611 2.73247 0.606193 threshold=-1.0000000180025095e-35 0.11551000000000002 -0.056454999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0053137032819153118 -0.00027257180943543837 0.0081464595108412651 -0.021009334631525073 leaf_weight=0.37431452296004897 87.134582382039298 19.576134835835546 2.6346847622926353 leaf_count=10 2409 429 287 internal_value=0 0.00127882 -0.0176616 internal_weight=0 106.711 3.009 internal_count=3135 2838 297 is_linear=0 shrinkage=0.0204111 Tree=7083 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=2.7976 5.84262 2.94496 threshold=0.10100500000000003 -0.11550499999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0078732750172551998 0.0067696258677197429 -0.0056931473307254088 -0.0083134167025306349 leaf_weight=17.699673417133454 35.383739451091969 51.296619908172033 6.2609967583557582 leaf_count=203 678 2080 84 internal_value=0 -0.00220582 0.00448578 internal_weight=0 68.9963 41.6447 internal_count=3045 2283 762 is_linear=0 shrinkage=0.0204111 Tree=7084 num_leaves=4 num_cat=0 split_feature=474 4 0 split_gain=2.46094 2.20053 0.0351028 threshold=-1.0000000180025095e-35 0.51074000000000008 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00067694664071084559 9.8113538843262498e-06 0.0003500390101825221 -0.0003699227943912963 leaf_weight=0.39385815030982485 107.89752404235151 3.0217020602722178 0.94159403474622994 leaf_count=27 2841 137 85 internal_value=0 1.94236e-05 -0.000505834 internal_weight=0 110.919 1.33545 internal_count=3090 2978 112 is_linear=0 shrinkage=0.000400217 Tree=7085 num_leaves=3 num_cat=0 split_feature=31 124 split_gain=2.14212 2.14482 threshold=-1.0000000180025095e-35 0.11158000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021259034716024781 -0.00064352442884018973 0.015241667207773439 leaf_weight=1.8781322381546477 105.28484218462199 3.5522441122448063 leaf_count=89 2970 30 internal_value=0 -0.00010993 internal_weight=0 108.837 internal_count=3089 3000 is_linear=0 shrinkage=0.0204111 Tree=7086 num_leaves=4 num_cat=0 split_feature=12 129 12 split_gain=2.62253 2.38204 1.47199 threshold=0.11596500000000001 0.089775000000000008 0.12745500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011224715491792432 -0.030720696167882252 -0.018145238238753209 -0.0062127810972278218 leaf_weight=103.87991350778611 1.5273650754606922 2.6318223072958054 2.9116555494783825 leaf_count=2782 59 174 90 internal_value=0 0.000627827 -0.0151937 internal_weight=0 106.512 4.43902 internal_count=3105 2956 149 is_linear=0 shrinkage=0.0204111 Tree=7087 num_leaves=4 num_cat=0 split_feature=474 4 0 split_gain=2.26714 3.06567 0.0560164 threshold=-1.0000000180025095e-35 0.51074000000000008 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.035835298629534114 -0.00023412294656439459 0.021356114318601162 -0.018694098912065069 leaf_weight=0.36156341237801826 107.75546143228894 2.6994219455518751 0.88618161102203774 leaf_count=29 2836 139 88 internal_value=0 0.000314616 -0.0262031 internal_weight=0 110.455 1.24775 internal_count=3092 2975 117 is_linear=0 shrinkage=0.0204111 Tree=7088 num_leaves=4 num_cat=0 split_feature=130 48 52 split_gain=2.59258 2.81275 0.804137 threshold=-0.083084999999999992 0.11978500000000002 -0.010819999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.8564311765945714e-05 3.2530273926249036e-05 -0.00023858051786278156 -0.00048128763987267199 leaf_weight=0.96019369116402264 101.46830014730858 6.4116798743270911 2.1232444198685689 leaf_count=28 2832 107 89 internal_value=0 1.61866e-05 -0.000349604 internal_weight=0 107.88 3.08344 internal_count=3056 2939 117 is_linear=0 shrinkage=0.000400217 Tree=7089 num_leaves=4 num_cat=0 split_feature=128 49 2 split_gain=2.76492 2.87378 0.273837 threshold=0.085185000000000025 -0.085014999999999993 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0067017922166952614 -0.022940049410849088 0.0029294694416786208 -0.0052574343612981998 leaf_weight=14.899816678385831 1.9906023279590948 92.089292825956363 0.53771256143954804 leaf_count=200 176 2639 27 internal_value=0 0.00158257 -0.0195618 internal_weight=0 106.989 2.52831 internal_count=3042 2839 203 is_linear=0 shrinkage=0.0204111 Tree=7090 num_leaves=4 num_cat=0 split_feature=159 52 157 split_gain=2.3764 2.24824 1.01677 threshold=0.10862000000000001 -0.27269499999999997 -0.07056999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010751569316025542 0.0062467599484624207 0.0018117278335409834 -0.020199353886105536 leaf_weight=6.1979257782113555 0.6936454376264013 99.806765807051306 3.0458745771466047 leaf_count=340 48 2564 152 internal_value=0 0.0010666 -0.0152549 internal_weight=0 106.005 3.73952 internal_count=3104 2904 200 is_linear=0 shrinkage=0.0204111 Tree=7091 num_leaves=3 num_cat=0 split_feature=51 43 split_gain=2.35897 2.46948 threshold=-0.39874999999999999 -0.19537999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041067366085889697 0.00020448669783196521 2.7238702539236205e-07 leaf_weight=1.9698420712957148 10.346870260254944 101.83964144722358 leaf_count=110 190 2786 internal_value=0 1.9292e-05 internal_weight=0 112.187 internal_count=3086 2976 is_linear=0 shrinkage=0.000400217 Tree=7092 num_leaves=3 num_cat=0 split_feature=2 11 split_gain=2.5329 2.87935 threshold=-0.17200999999999997 0.081130000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017511859294337184 -4.1614289478654492e-05 -0.013868043809430177 leaf_weight=3.0886050101835272 98.868315606167016 6.5882169955730197 leaf_count=60 2830 165 internal_value=0 -0.000919189 internal_weight=0 105.457 internal_count=3055 2995 is_linear=0 shrinkage=0.0204111 Tree=7093 num_leaves=3 num_cat=0 split_feature=151 12 split_gain=2.66299 2.39289 threshold=-0.29526499999999994 0.099610000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040047497561457643 3.5961441596713884e-05 -0.00014671029923561901 leaf_weight=2.4169764411853967 99.078468757610608 12.879325797473937 leaf_count=71 2599 449 internal_value=0 1.48218e-05 internal_weight=0 111.958 internal_count=3119 3048 is_linear=0 shrinkage=0.000400217 Tree=7094 num_leaves=3 num_cat=0 split_feature=123 376 split_gain=2.04665 2.45628 threshold=0.13456000000000004 0.088415000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00143353855537387 -0.025502397011351111 0.017682541513863573 leaf_weight=99.193899664512173 1.3162019251612935 2.7699089715606524 leaf_count=2991 20 47 internal_value=0 -0.000895412 internal_weight=0 101.964 internal_count=3058 3038 is_linear=0 shrinkage=0.0204111 Tree=7095 num_leaves=4 num_cat=0 split_feature=1447 403 123 split_gain=2.95814 2.335 0.756579 threshold=-1.0000000180025095e-35 0.090530000000000013 0.083005000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044251432363667163 2.0003298437946327e-05 -0.00036535458932522211 1.9303635795928172e-05 leaf_weight=2.8626551033303254 104.70802127857496 2.468676886503089 0.69110543769784261 leaf_count=277 2588 242 13 internal_value=0 1.07551e-05 -0.000354857 internal_weight=0 107.177 3.55376 internal_count=3120 2830 290 is_linear=0 shrinkage=0.000400217 Tree=7096 num_leaves=4 num_cat=0 split_feature=156 457 0 split_gain=2.34119 2.36561 0.308678 threshold=0.11896500000000002 -1.0000000180025095e-35 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.009229830545669393 -0.036906333219575913 0.0011015985010627083 -0.015092019220603152 leaf_weight=10.062552390307244 0.51214888971298922 99.697219685408527 1.0150671576957382 leaf_count=267 4 2724 101 internal_value=0 0.000145993 -0.0244287 internal_weight=0 109.76 1.52722 internal_count=3096 2991 105 is_linear=0 shrinkage=0.0204111 Tree=7097 num_leaves=4 num_cat=0 split_feature=1 3 11 split_gain=3.00359 3.3047 2.9286 threshold=0.09450500000000002 -0.10919499999999999 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0044308418196649293 0.0049825339919901263 -0.0061884213499020157 -0.013579049546167623 leaf_weight=16.741512643537135 44.732503084836935 44.329821598334092 3.7377048850321435 leaf_count=223 845 1937 85 internal_value=0 -0.00327458 0.00352319 internal_weight=0 61.0713 48.4702 internal_count=3090 2160 930 is_linear=0 shrinkage=0.0204111 Tree=7098 num_leaves=4 num_cat=0 split_feature=49 3 49 split_gain=1.96575 7.12898 3.44207 threshold=-0.085934999999999984 -0.0020499999999999997 -0.07656499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0036480226387561958 0.016790240813444414 -0.026426922749899141 0.00081758919997320864 leaf_weight=10.014285960278356 5.8779737241566172 4.7575694070619639 91.472245651679259 leaf_count=139 79 53 2820 internal_value=0 -0.00616415 0.00180019 internal_weight=0 14.7719 97.3502 internal_count=3091 192 2899 is_linear=0 shrinkage=0.0204111 Tree=7099 num_leaves=4 num_cat=0 split_feature=456 1 2 split_gain=2.34962 2.50501 1.7656 threshold=0.084065000000000015 1.0000000180025095e-35 0.11732500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003715244531199148 -0.022576666839878294 0.0030379342595006267 0.0036748608121045861 leaf_weight=32.937739241399868 3.0378405267183544 74.307001275781658 1.5721431696438228 leaf_count=1506 154 1459 38 internal_value=0 0.00096214 -0.0137493 internal_weight=0 107.245 4.60998 internal_count=3157 2965 192 is_linear=0 shrinkage=0.0204111 Tree=7100 num_leaves=3 num_cat=0 split_feature=376 0 split_gain=2.21175 2.72053 threshold=0.087355000000000016 -0.10726999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.1827722844075248e-05 0.00028415101679470068 -6.6188421990165939e-05 leaf_weight=48.693746632394323 4.2082700639148234 58.305138106242339 leaf_count=551 72 2515 internal_value=0 -7.92627e-06 internal_weight=0 106.999 internal_count=3138 3066 is_linear=0 shrinkage=0.000400217 Tree=7101 num_leaves=4 num_cat=0 split_feature=480 1 2 split_gain=3.07851 2.43351 0.0410161 threshold=0.086640000000000009 0.085880000000000026 0.11585500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4722477262540621e-05 -0.00044251292884609259 8.0955966842520039e-05 -0.00022097663041673141 leaf_weight=39.523829102193304 1.9614319450756732 65.334316863132699 0.53833105501689704 leaf_count=1576 168 1300 28 internal_value=0 3.35872e-05 -0.000406323 internal_weight=0 104.858 2.49976 internal_count=3072 2876 196 is_linear=0 shrinkage=0.000400217 Tree=7102 num_leaves=4 num_cat=0 split_feature=48 52 52 split_gain=2.30504 4.00315 3.79587 threshold=-0.065059999999999993 -0.048794999999999991 -0.0064899999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0086733305040263692 0.0040028210967071095 -0.0044463037008886279 0.017137808388277026 leaf_weight=3.4351605402480345 37.988802772732015 60.295326085017223 7.1821466574328934 leaf_count=85 848 2074 91 internal_value=0 -0.00117971 0.00878342 internal_weight=0 98.2841 10.6173 internal_count=3098 2922 176 is_linear=0 shrinkage=0.0204111 Tree=7103 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=2.27126 3.0397 threshold=-0.080134999999999984 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040495490773719055 -1.1890969356287052e-05 -0.00052845570177507473 leaf_weight=1.9327152036130417 104.96920478117045 1.7450906777376065 leaf_count=14 2966 98 internal_value=0 -2.08833e-05 internal_weight=0 106.714 internal_count=3078 3064 is_linear=0 shrinkage=0.000400217 Tree=7104 num_leaves=4 num_cat=0 split_feature=131 453 12 split_gain=2.3901 2.04376 1.48808 threshold=0.097425000000000012 0.10963500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3189764366555954e-05 0.00010116938293721316 -0.00041837994741131203 -0.00044265991203256522 leaf_weight=107.28841608884795 1.0723826447210743 1.5181466224603344 2.7437648007253292 leaf_count=2825 40 15 231 internal_value=0 2.64655e-05 -0.00029131 internal_weight=0 108.807 3.81615 internal_count=3111 2840 271 is_linear=0 shrinkage=0.000400217 Tree=7105 num_leaves=3 num_cat=0 split_feature=51 43 split_gain=2.32061 1.97152 threshold=-0.40148999999999996 -0.19537999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041339681277442265 0.00015849123213119632 -1.1893754580084768e-05 leaf_weight=2.023428378004609 12.205189705775409 92.973162498340571 leaf_count=115 204 2710 internal_value=0 8.02571e-06 internal_weight=0 105.178 internal_count=3029 2914 is_linear=0 shrinkage=0.000400217 Tree=7106 num_leaves=4 num_cat=0 split_feature=1429 14 157 split_gain=2.50756 2.52469 0.259808 threshold=-1.0000000180025095e-35 0.073890000000000011 -0.089984999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0062930687159303738 0.0021443979135730455 -0.01764318891729905 -0.025906908241834579 leaf_weight=0.45446693999474508 105.18468304614362 2.6454757817336931 1.3857767091176345 leaf_count=46 2800 109 101 internal_value=0 0.00164114 -0.0217018 internal_weight=0 107.83 1.84024 internal_count=3056 2909 147 is_linear=0 shrinkage=0.0204111 Tree=7107 num_leaves=4 num_cat=0 split_feature=13 16 403 split_gain=3.13963 2.6649 2.20742 threshold=-0.10462499999999998 0.22610000000000002 -0.088654999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021007173800235656 -0.00036654766998513215 -0.00019895397754095918 -2.8983908745911077e-06 leaf_weight=18.797922930287317 2.6462256164686542 2.8588007144862777 87.34280725609824 leaf_count=274 392 32 2371 internal_value=0 0.000155333 -1.40341e-05 internal_weight=0 21.6567 89.989 internal_count=3069 306 2763 is_linear=0 shrinkage=0.000400217 Tree=7108 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=2.72874 5.83994 2.45588 threshold=0.076845000000000011 -0.07087499999999998 0.078295000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014085418870492484 0.023536666458169524 0.0027857390160740954 0.00088461031951880028 leaf_weight=16.565264271021078 1.9370499559445296 17.472240582897939 74.8199314034282 leaf_count=1290 15 277 1479 internal_value=0 -0.00544432 0.00148971 internal_weight=0 34.0375 76.757 internal_count=3061 1567 1494 is_linear=0 shrinkage=0.0204111 Tree=7109 num_leaves=3 num_cat=0 split_feature=52 43 split_gain=2.10019 2.12485 threshold=0.64160000000000006 -0.50992999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027603019705747334 0.00043294163301529291 -1.5454552511759483e-05 leaf_weight=4.0577802182015139 1.6798310882877547 101.78516385865714 leaf_count=50 14 3004 internal_value=0 -3.9998e-06 internal_weight=0 105.843 internal_count=3068 3054 is_linear=0 shrinkage=0.000400217 Tree=7110 num_leaves=4 num_cat=0 split_feature=43 1 15 split_gain=3.10931 2.43131 0.263244 threshold=0.25537500000000007 0.077800000000000022 -0.14601999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.1962807467949785e-05 -0.00012484397668744931 7.5236377166562314e-05 -0.00048893213656252504 leaf_weight=35.176945238556073 0.49225522289634716 75.675847965780122 1.841569756699754 leaf_count=1504 32 1450 150 internal_value=0 3.48605e-05 -0.000421369 internal_weight=0 110.853 2.33382 internal_count=3136 2954 182 is_linear=0 shrinkage=0.000400217 Tree=7111 num_leaves=4 num_cat=0 split_feature=3 4 15 split_gain=3.09646 5.47352 3.59564 threshold=-0.078644999999999979 0.24099500000000004 -0.095604999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0095131674094092161 -0.0048548417213255066 0.0071734355470499831 0.0052587999194986471 leaf_weight=29.228027612161895 20.81785200444574 11.266992378252324 48.720806740762782 leaf_count=1592 423 139 926 internal_value=0 -0.00486345 0.00222813 internal_weight=0 40.495 69.5387 internal_count=3080 1731 1349 is_linear=0 shrinkage=0.0204111 Tree=7112 num_leaves=4 num_cat=0 split_feature=12 148 12 split_gain=2.5495 2.88034 0.965942 threshold=0.11596500000000001 -0.083929999999999991 0.13071000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019294565403138217 -0.028669230848196135 0.0010130602333061852 -0.0072203868868410542 leaf_weight=2.8825025901460313 1.5053951601657893 102.82410847995561 2.1352805885580892 leaf_count=80 71 2892 80 internal_value=0 0.000439464 -0.0166801 internal_weight=0 105.707 3.64068 internal_count=3123 2972 151 is_linear=0 shrinkage=0.0204111 Tree=7113 num_leaves=3 num_cat=0 split_feature=3 160 split_gain=2.64584 2.09497 threshold=-0.48702499999999999 -0.25833999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028825026137886598 -0.019912484788058498 -0.00014298053667888836 leaf_weight=1.2861318521900091 2.1696751788786051 105.18074529480873 leaf_count=24 269 2826 internal_value=0 -0.000562876 internal_weight=0 107.35 internal_count=3119 3095 is_linear=0 shrinkage=0.0204111 Tree=7114 num_leaves=4 num_cat=0 split_feature=1 43 147 split_gain=3.28302 4.88583 3.3537 threshold=0.085880000000000026 -0.51195499999999983 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036051211194878049 3.1361572409443683e-05 -0.00012120547105678745 0.00028343512496224 leaf_weight=3.6083765002549617 59.57299098985095 36.279023350823991 9.7478725404944253 leaf_count=37 1250 1723 129 internal_value=0 -7.67402e-05 6.7208e-05 internal_weight=0 39.8874 69.3209 internal_count=3139 1760 1379 is_linear=0 shrinkage=0.000400217 Tree=7115 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=2.51056 3.92125 3.85219 threshold=-0.10643499999999999 -0.078644999999999979 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021723327895407774 -0.00019573133136889783 2.0204129641007448e-05 -0.000127809930056033 leaf_weight=18.260997829231204 16.749217070754639 66.894533081383997 7.1333053123453274 leaf_count=227 1316 1368 168 internal_value=0 -2.32397e-05 0.000120174 internal_weight=0 83.6438 25.3943 internal_count=3079 2684 395 is_linear=0 shrinkage=0.000400217 Tree=7116 num_leaves=3 num_cat=0 split_feature=45 31 split_gain=2.51663 2.62377 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02067062080981566 0.021185913503731373 -0.0014155462852593042 leaf_weight=2.1829526615911155 2.0742170713056103 101.30266498703713 leaf_count=25 92 2932 internal_value=0 -0.000939626 internal_weight=0 103.377 internal_count=3049 3024 is_linear=0 shrinkage=0.0204111 Tree=7117 num_leaves=4 num_cat=0 split_feature=150 1213 457 split_gain=3.04655 3.13032 2.69281 threshold=0.081245000000000026 -1.0000000180025095e-35 -0.0056599999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022149535596348968 -0.010229688925627608 -0.0013821406805582005 0.0084768581089958734 leaf_weight=3.0330627976527458 3.6421265476674334 79.191638638883887 22.359546640880581 leaf_count=451 73 2230 345 internal_value=0 -0.00217728 0.00582395 internal_weight=0 82.2247 26.0017 internal_count=3099 2681 418 is_linear=0 shrinkage=0.0204111 Tree=7118 num_leaves=4 num_cat=0 split_feature=1213 475 51 split_gain=2.246 2.38126 2.1548 threshold=-1.0000000180025095e-35 -0.086004999999999984 0.14897000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019597285831677556 0.001871826919268311 -0.021533552087966853 -0.016511940732017023 leaf_weight=0.62258610129356418 103.91515231153971 3.1554747035770552 2.6145781274371975 leaf_count=2 2548 471 83 internal_value=0 -0.0143866 0.00140377 internal_weight=0 3.77806 106.53 internal_count=3104 473 2631 is_linear=0 shrinkage=0.0204111 Tree=7119 num_leaves=4 num_cat=0 split_feature=1 0 133 split_gain=3.81541 8.60032 2.88763 threshold=1.0000000180025095e-35 -0.084074999999999997 -0.037434999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004167675186227608 0.0002456905595666304 1.8853929332132493e-05 -1.6799184322209159e-06 leaf_weight=11.296671048068676 8.4464983150901372 19.93364226589074 64.681871909298934 leaf_count=779 216 799 1294 internal_value=0 -0.000139646 2.72239e-05 internal_weight=0 31.2303 73.1284 internal_count=3088 1578 1510 is_linear=0 shrinkage=0.000400217 Tree=7120 num_leaves=4 num_cat=0 split_feature=49 151 15 split_gain=2.48323 5.83825 3.89306 threshold=-0.083659999999999984 0.087785000000000016 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016404987682036805 0.0017883534750804337 0.011447327776984017 -0.025064963887084991 leaf_weight=10.104814677528337 92.475797922390484 4.4302774597090311 2.1934379837039151 leaf_count=162 2613 51 220 internal_value=0 -0.00789303 0.0011373 internal_weight=0 14.5351 94.6692 internal_count=3046 213 2833 is_linear=0 shrinkage=0.0204111 Tree=7121 num_leaves=4 num_cat=0 split_feature=43 128 15 split_gain=2.63596 2.36752 0.406763 threshold=0.17193000000000003 0.089460000000000012 -0.25766499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1428005429849216e-05 1.9372578026179364e-05 -0.00041048620611531725 -0.00046944190212054371 leaf_weight=107.19576573176528 0.30272548366338048 1.9601780703706015 2.0201294430771659 leaf_count=2746 11 133 191 internal_value=0 1.32592e-05 -0.000407776 internal_weight=0 109.156 2.32285 internal_count=3081 2879 202 is_linear=0 shrinkage=0.000400217 Tree=7122 num_leaves=3 num_cat=0 split_feature=33 42 split_gain=1.78159 1.93689 threshold=-0.066924999999999985 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043023687250747579 -0.00012928138186575061 2.9502281914305309e-05 leaf_weight=1.3873183508403588 14.017171276002044 95.225002044664507 leaf_count=27 836 2213 internal_value=0 9.01679e-06 internal_weight=0 109.242 internal_count=3076 3049 is_linear=0 shrinkage=0.000400217 Tree=7123 num_leaves=4 num_cat=0 split_feature=43 474 11 split_gain=3.64401 5.40397 4.04717 threshold=-0.063379999999999978 0.080165000000000014 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0066132171502005632 -0.0049533729580752946 0.011704354983908887 -0.018466943384403928 leaf_weight=40.210277599752771 58.195326652628864 9.3169536948153091 2.7644697455834821 leaf_count=1318 1545 146 53 internal_value=0 -0.00263897 0.00495607 internal_weight=0 67.5123 42.9747 internal_count=3062 1691 1371 is_linear=0 shrinkage=0.0204111 Tree=7124 num_leaves=3 num_cat=0 split_feature=1375 52 split_gain=3.0474 2.60304 threshold=-0.43271999999999994 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027421890515107645 -0.020203923316347339 0.0011033668457171083 leaf_weight=1.5268340795664688 2.3320771786748073 105.51344073309519 leaf_count=15 281 2846 internal_value=0 0.000622136 internal_weight=0 107.846 internal_count=3142 3127 is_linear=0 shrinkage=0.0204111 Tree=7125 num_leaves=4 num_cat=0 split_feature=4 4 11 split_gain=2.56059 5.36336 4.67617 threshold=-0.017574999999999997 0.0019650000000000002 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011737223028148743 -0.00022998615353213224 3.072417645021229e-05 -0.00045457557402886755 leaf_weight=41.193992266138594 17.222069820564684 46.586660378816305 2.3148733804846406 leaf_count=1466 540 946 128 internal_value=0 -3.99215e-05 8.58532e-05 internal_weight=0 63.8087 43.5089 internal_count=3080 1486 1594 is_linear=0 shrinkage=0.000400217 Tree=7126 num_leaves=3 num_cat=0 split_feature=1132 401 split_gain=2.45336 2.15476 threshold=-1.0000000180025095e-35 0.087020000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023112310702481962 0.001329077298227501 -0.017534718895541396 leaf_weight=1.6968885592068534 101.93272375565903 2.4749761795392251 leaf_count=27 2769 235 internal_value=0 0.000863607 internal_weight=0 104.408 internal_count=3031 3004 is_linear=0 shrinkage=0.0204111 Tree=7127 num_leaves=4 num_cat=0 split_feature=1213 160 475 split_gain=2.4351 2.49467 1.13371 threshold=-1.0000000180025095e-35 -0.15845999999999996 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016791414641355841 -0.012862142517315062 0.001718561496638894 -0.020242781940369756 leaf_weight=0.30200302600860629 5.0312736349906109 98.863471778335224 3.0289861978362742 leaf_count=1 317 2281 475 internal_value=0 0.00099938 -0.0164482 internal_weight=0 103.895 3.33099 internal_count=3074 2598 476 is_linear=0 shrinkage=0.0204111 Tree=7128 num_leaves=3 num_cat=0 split_feature=1375 2 split_gain=3.31162 2.61131 threshold=-0.43271999999999994 -0.117405 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052697669998731341 0.00028836332314459889 1.7294653512718357e-05 leaf_weight=1.6129530301768671 5.9040037014638065 106.24678614715231 leaf_count=16 94 3003 internal_value=0 3.1838e-05 internal_weight=0 112.151 internal_count=3113 3097 is_linear=0 shrinkage=0.000400217 Tree=7129 num_leaves=4 num_cat=0 split_feature=130 156 15 split_gain=2.48014 2.006 0.625103 threshold=-0.084569999999999992 0.091280000000000014 -0.096839999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.029300954509865782 0.0020409984478180366 -0.0091523884002125688 -0.0088620992688209881 leaf_weight=1.117425586213358 97.340524750095028 7.0500252656856892 1.5625911256065581 leaf_count=25 2689 284 85 internal_value=0 0.00127606 -0.0182173 internal_weight=0 104.391 2.68002 internal_count=3083 2973 110 is_linear=0 shrinkage=0.0204111 Tree=7130 num_leaves=4 num_cat=0 split_feature=130 13 160 split_gain=2.86441 2.94293 0.775957 threshold=0.085970000000000005 -0.5318799999999998 0.10285000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035068767060647023 -0.00043744451205513933 2.9281641669945622e-05 0.00014023178502510844 leaf_weight=3.256175000104121 2.7326593961961403 106.69647763576359 0.37489496047783166 leaf_count=38 310 2689 31 internal_value=0 1.76838e-05 -0.0003653 internal_weight=0 109.953 3.10755 internal_count=3068 2727 341 is_linear=0 shrinkage=0.000400217 Tree=7131 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=2.50564 4.2853 threshold=0.12641000000000005 0.17769000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.5511210809832109e-05 -0.00048870715230733787 0.00030348074036985176 leaf_weight=101.09825396651104 1.5548079590080295 7.1152433178503989 leaf_count=2943 17 144 internal_value=0 5.75512e-06 internal_weight=0 108.213 internal_count=3104 3087 is_linear=0 shrinkage=0.000400217 Tree=7132 num_leaves=4 num_cat=0 split_feature=0 15 0 split_gain=2.16218 3.93739 3.58967 threshold=-0.10643499999999999 -0.095604999999999982 -0.084074999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0039122423801634214 -0.012369153624719834 0.0080005767154528225 -0.00051873830023018222 leaf_weight=20.747363715687243 13.518071773299196 25.840918380410585 48.74491094664063 leaf_count=277 885 293 1644 internal_value=0 0.00269873 -0.0031092 internal_weight=0 46.5883 62.263 internal_count=3099 570 2529 is_linear=0 shrinkage=0.0204111 Tree=7133 num_leaves=4 num_cat=0 split_feature=1 16 132 split_gain=3.37044 4.32262 1.88112 threshold=0.088975000000000012 0.0020050000000000003 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019187809438549734 2.6860553965167351e-05 4.7567413931138091e-05 0.00031684383055732704 leaf_weight=29.820504814325432 55.404033229620836 20.18084003068725 3.7215498452715101 leaf_count=1438 1077 466 105 internal_value=0 -9.53461e-05 4.56774e-05 internal_weight=0 50.0013 59.1256 internal_count=3086 1904 1182 is_linear=0 shrinkage=0.000400217 Tree=7134 num_leaves=3 num_cat=0 split_feature=51 2 split_gain=2.43768 2.26924 threshold=-0.40548499999999993 -0.14169499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02097272961871044 0.013511682835079357 6.0411475929756185e-05 leaf_weight=2.0849026295873037 5.3934024884219971 102.615618580312 leaf_count=118 91 2904 internal_value=0 0.000745394 internal_weight=0 108.009 internal_count=3113 2995 is_linear=0 shrinkage=0.0204111 Tree=7135 num_leaves=3 num_cat=0 split_feature=0 130 split_gain=3.31828 2.92185 threshold=0.17335000000000003 0.085970000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00077722870832417474 0.017330999308690111 -0.020283850535496771 leaf_weight=103.92963186046472 4.8297723481664425 2.7066725789918555 leaf_count=2705 35 313 internal_value=0 0.000221936 internal_weight=0 106.636 internal_count=3053 3018 is_linear=0 shrinkage=0.0204111 Tree=7136 num_leaves=4 num_cat=0 split_feature=133 123 159 split_gain=2.13188 4.44314 2.58342 threshold=0.099280000000000021 0.083875000000000019 0.097045000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020450169260980192 -0.021798761457651541 0.020495995547875231 -0.010441586003023849 leaf_weight=97.337827099507194 4.1979529101627113 1.2645730955991892 7.3184391473696442 leaf_count=2320 462 30 309 internal_value=0 -0.0117925 0.00116162 internal_weight=0 5.46253 104.656 internal_count=3121 492 2629 is_linear=0 shrinkage=0.0204111 Tree=7137 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=2.46185 4.04243 2.70324 threshold=0.11584000000000001 0.10042000000000002 -0.15127999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049046864962734127 -0.0082648922514619045 -0.016351949559114114 0.010895787217113524 leaf_weight=81.183266519975405 3.7076045315479886 6.2930047720728899 15.88835274572193 leaf_count=2353 49 337 382 internal_value=0 -0.000740522 0.00724418 internal_weight=0 87.4763 19.596 internal_count=3121 2690 431 is_linear=0 shrinkage=0.0204111 Tree=7138 num_leaves=4 num_cat=0 split_feature=1 14 52 split_gain=2.32963 3.06567 1.77819 threshold=0.13662500000000002 0.077685000000000018 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.18162136161824e-07 -1.7217043200538983e-05 -0.00049025993681903017 0.00039607563408891301 leaf_weight=98.648776609464221 2.7801133247849066 1.9778627700579807 4.0209764505998455 leaf_count=2836 72 97 111 internal_value=0 -1.05804e-05 0.000229589 internal_weight=0 100.627 6.80109 internal_count=3116 2933 183 is_linear=0 shrinkage=0.000400217 Tree=7139 num_leaves=3 num_cat=0 split_feature=453 150 split_gain=2.19017 2.42857 threshold=0.096095000000000014 -0.099594999999999975 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032085847191908132 -0.00041961482066357259 8.4966470578300322e-06 leaf_weight=4.0310321430442846 1.7315677033038799 105.97911468639086 leaf_count=40 23 3014 internal_value=0 2.02569e-05 internal_weight=0 110.01 internal_count=3077 3054 is_linear=0 shrinkage=0.000400217 Tree=7140 num_leaves=4 num_cat=0 split_feature=2 2 48 split_gain=2.57779 2.58118 0.565611 threshold=-0.14169499999999999 -0.074699999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041473555969301178 -0.00036002520988377977 1.6296532455416506e-06 0.00014160034751646114 leaf_weight=2.4471380638424307 3.1504501395393154 101.62735562445141 2.6510832844433017 leaf_count=18 44 2995 64 internal_value=0 -9.61727e-06 0.0002788 internal_weight=0 104.778 5.09822 internal_count=3121 3039 82 is_linear=0 shrinkage=0.000400217 Tree=7141 num_leaves=3 num_cat=0 split_feature=149 4 split_gain=2.89944 2.90566 threshold=0.11234000000000001 -0.22295999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0085537261219531726 -0.028989392896875243 0.0010282765826967895 leaf_weight=15.29386394877656 1.3818089102860529 91.33758338318512 leaf_count=237 16 2851 internal_value=0 -0.000353575 internal_weight=0 106.631 internal_count=3104 3088 is_linear=0 shrinkage=0.0204111 Tree=7142 num_leaves=4 num_cat=0 split_feature=42 160 39 split_gain=2.51984 3.92946 3.18728 threshold=-1.0000000180025095e-35 -0.089974999999999986 0.16168500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011284422065156802 -0.011083655789854019 0.0033159646451309177 0.020549137391754242 leaf_weight=11.276747130025795 8.5863720893321425 85.648919898263557 1.3769620060920704 leaf_count=819 409 1827 3 internal_value=0 0.00199233 -0.00767048 internal_weight=0 94.2353 12.6537 internal_count=3058 2236 822 is_linear=0 shrinkage=0.0204111 Tree=7143 num_leaves=4 num_cat=0 split_feature=4 48 16 split_gain=2.3545 3.18947 2.38231 threshold=0.27150500000000005 0.11978500000000002 -0.53180499999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006181560671118171 0.00018751018467884692 -0.000261630362061096 -3.5977211359593596e-05 leaf_weight=1.0287619901355345 15.260443910519827 2.9302861674223086 89.939817175320059 leaf_count=30 344 32 2690 internal_value=0 0.000114002 -4.33129e-05 internal_weight=0 18.1907 90.9686 internal_count=3096 376 2720 is_linear=0 shrinkage=0.000400217 Tree=7144 num_leaves=4 num_cat=0 split_feature=132 0 41 split_gain=2.51462 3.06588 2.48098 threshold=0.08018500000000002 -0.07087499999999998 0.078385000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013226443796395162 -0.0032070543485761519 0.017820765938207774 -0.015773837503350006 leaf_weight=90.24855414447029 5.3903904474718729 6.0403317173186206 5.1268646054668343 leaf_count=2667 203 106 104 internal_value=0 0.00796975 -0.00211705 internal_weight=0 11.4307 95.3754 internal_count=3080 309 2771 is_linear=0 shrinkage=0.0204111 Tree=7145 num_leaves=4 num_cat=0 split_feature=52 12 52 split_gain=2.3181 3.22971 2.60878 threshold=-0.048794999999999991 0.099610000000000018 -0.092109999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.3299611695897897e-06 5.8881811506100783e-06 -0.00026354918538288501 0.00020246089475843966 leaf_weight=20.636841912684758 66.139042499988136 7.8738014758164345 19.147566225132323 leaf_count=622 1842 307 312 internal_value=0 -2.31305e-05 9.6524e-05 internal_weight=0 74.0128 39.7844 internal_count=3083 2149 934 is_linear=0 shrinkage=0.000400217 Tree=7146 num_leaves=4 num_cat=0 split_feature=158 43 16 split_gain=2.26405 2.50183 0.12714 threshold=0.10858500000000001 -0.50992999999999988 -0.053084999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036092598254304319 -0.00015588344508828724 2.9567656705112822e-05 -0.00042008963122200284 leaf_weight=3.6705602423535302 0.5767779558518672 105.21523023946975 1.6004108613014967 leaf_count=46 44 2860 119 internal_value=0 4.10971e-05 -0.000361145 internal_weight=0 108.886 2.17719 internal_count=3069 2906 163 is_linear=0 shrinkage=0.000400217 Tree=7147 num_leaves=4 num_cat=0 split_feature=3 12 16 split_gain=3.37633 4.02724 3.61897 threshold=-0.015364999999999998 0.084045000000000022 0.23182000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021064206746391223 -5.255646260061253e-05 -1.4516370786418587e-05 -0.00041533375792199626 leaf_weight=17.936593091344548 41.683535401782137 43.086400607416181 4.8201566948482641 leaf_count=367 568 2022 107 internal_value=0 5.19294e-05 -9.1066e-05 internal_weight=0 61.023 46.5037 internal_count=3064 2389 675 is_linear=0 shrinkage=0.000400217 Tree=7148 num_leaves=4 num_cat=0 split_feature=52 42 4 split_gain=2.28222 3.40166 3.21428 threshold=0.0031350000000000002 -1.0000000180025095e-35 0.0064450000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0050556690586063928 -0.010585360588015878 0.0082326716381910716 0.003444959203414838 leaf_weight=40.197782610617651 4.6095315306320144 26.552840664495307 34.195916209118877 leaf_count=1307 418 773 577 internal_value=0 0.00542118 -0.00114895 internal_weight=0 31.1624 74.3937 internal_count=3075 1191 1884 is_linear=0 shrinkage=0.0204111 Tree=7149 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=2.4646 3.2752 2.80774 threshold=0.11584000000000001 -0.23066499999999998 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0095336606299925176 0.013305872720046536 -0.0029353805957284197 -0.0021644046639939154 leaf_weight=9.7798503788653743 10.898377163422994 77.833014213240858 8.7399129378172784 leaf_count=92 279 2591 151 internal_value=0 -0.00153312 0.00644767 internal_weight=0 87.6129 19.6383 internal_count=3113 2683 430 is_linear=0 shrinkage=0.0204111 Tree=7150 num_leaves=4 num_cat=0 split_feature=132 44 0 split_gain=2.35078 2.34648 1.9396 threshold=0.08018500000000002 1.0000000180025095e-35 -0.07087499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035387703419037877 5.4536270260694061e-05 -0.020316486488564003 0.016932221282233786 leaf_weight=94.746676156335525 5.3932081279563135 2.4064806254464193 5.8741914020793029 leaf_count=2702 200 47 106 internal_value=0 -0.000871169 0.00893364 internal_weight=0 97.1532 11.2674 internal_count=3055 2749 306 is_linear=0 shrinkage=0.0204111 Tree=7151 num_leaves=4 num_cat=0 split_feature=51 51 49 split_gain=2.0471 2.88108 2.20812 threshold=-0.09021499999999999 -0.082424999999999984 0.0062100000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0096661418378760321 -0.017405350826023847 -0.00022965885973671315 -0.014429456737192779 leaf_weight=13.873880600709525 4.141170704184332 93.923706805953771 1.6867601419835399 leaf_count=253 106 2611 146 internal_value=0 -0.000973992 0.00696977 internal_weight=0 98.0649 15.5606 internal_count=3116 2717 399 is_linear=0 shrinkage=0.0204111 Tree=7152 num_leaves=4 num_cat=0 split_feature=52 376 48 split_gain=2.4087 3.21643 2.961 threshold=-0.32783999999999996 1.0000000180025095e-35 0.10327000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043854234741170004 -7.9052833033112402e-06 0.00027569777400219484 0.00022757759817426535 leaf_weight=3.8979621579892401 95.842072079573882 6.7517810880963216 1.3774567390573791 leaf_count=302 2596 151 28 internal_value=0 1.10391e-05 -0.000263498 internal_weight=0 102.594 5.27542 internal_count=3077 2747 330 is_linear=0 shrinkage=0.000400217 Tree=7153 num_leaves=3 num_cat=0 split_feature=1375 1373 split_gain=3.04515 2.6202 threshold=-0.43271999999999994 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054814390150107568 -3.9135508232147323e-06 -0.00050032767563138749 leaf_weight=1.6149405082178407 101.59629895478156 1.6201958670280863 leaf_count=17 3078 24 internal_value=0 -1.22395e-05 internal_weight=0 103.216 internal_count=3119 3102 is_linear=0 shrinkage=0.000400217 Tree=7154 num_leaves=4 num_cat=0 split_feature=12 1373 1 split_gain=2.78621 2.93668 2.43332 threshold=0.10042000000000002 0.099250000000000019 0.12205500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1713737675254036e-05 -0.00029445148520068089 -0.00046237927839884858 9.8874807332052626e-05 leaf_weight=98.240714073341223 7.5970157282854398 1.7014006577592216 3.6743992352858186 leaf_count=2604 358 24 72 internal_value=0 4.24542e-05 -0.000166519 internal_weight=0 99.9421 11.2714 internal_count=3058 2628 430 is_linear=0 shrinkage=0.000400217 Tree=7155 num_leaves=3 num_cat=0 split_feature=33 14 split_gain=1.96934 2.18003 threshold=-1.0000000180025095e-35 -0.13131999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016760457652026169 -0.010466366244617003 0.0019273643117149381 leaf_weight=2.4893734306097022 6.1650298536842447 102.10611237951343 leaf_count=46 133 2967 internal_value=0 0.00121157 internal_weight=0 108.271 internal_count=3146 3100 is_linear=0 shrinkage=0.0204111 Tree=7156 num_leaves=3 num_cat=0 split_feature=1375 133 split_gain=3.68459 2.78924 threshold=-0.43271999999999994 0.10681500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027858695890802972 0.0020286756260021713 -0.016838541891172842 leaf_weight=1.7057586069713568 105.12480361487815 3.2576230546837897 leaf_count=17 2627 430 internal_value=0 0.0014448 internal_weight=0 108.382 internal_count=3074 3057 is_linear=0 shrinkage=0.0204111 Tree=7157 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=2.19307 2.37046 threshold=-0.40548499999999993 0.13842500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041195794203473815 -1.8541201758173764e-05 0.00024912273430643196 leaf_weight=2.0493516638234714 103.20484627125188 5.4742281881190129 leaf_count=109 2884 143 internal_value=0 -4.81629e-06 internal_weight=0 108.679 internal_count=3136 3027 is_linear=0 shrinkage=0.000400217 Tree=7158 num_leaves=3 num_cat=0 split_feature=376 1373 split_gain=2.72859 2.46141 threshold=0.087570000000000009 0.099250000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.1886340869962806e-05 0.00034692094323490145 -0.00050530720424175478 leaf_weight=110.04403410649138 3.7556224427244151 1.3819387417825044 leaf_count=3006 74 22 internal_value=0 4.97113e-06 internal_weight=0 111.426 internal_count=3102 3028 is_linear=0 shrinkage=0.000400217 Tree=7159 num_leaves=3 num_cat=0 split_feature=123 123 split_gain=1.94508 2.27755 threshold=0.13256000000000004 0.087855000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00015377288587650227 -0.023053479240401183 0.014049891794618883 leaf_weight=105.29377212085365 1.3708351919194672 4.8110950585978562 leaf_count=2966 22 141 internal_value=0 0.000480507 internal_weight=0 110.105 internal_count=3129 3107 is_linear=0 shrinkage=0.0204111 Tree=7160 num_leaves=4 num_cat=0 split_feature=13 0 49 split_gain=2.6156 3.33993 2.16232 threshold=0.077550000000000022 -0.10783 -0.022974999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3864608963601195e-05 0.00036642153110309073 -8.7073088496078437e-05 6.479867050252675e-05 leaf_weight=46.874762327919598 5.2822378878481713 46.831767416010734 13.162752862200248 leaf_count=533 51 2194 292 internal_value=0 -1.15835e-05 0.000152867 internal_weight=0 93.7065 18.445 internal_count=3070 2727 343 is_linear=0 shrinkage=0.000400217 Tree=7161 num_leaves=4 num_cat=0 split_feature=48 0 1 split_gain=2.49384 3.25217 2.80022 threshold=0.12879500000000002 -0.10011499999999998 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016046749933841121 -0.026126680400838279 0.0045613249832920826 0.0055498157376388003 leaf_weight=68.884800296345929 3.2292160553079157 2.4759057519186163 33.923873749445193 leaf_count=2287 39 60 700 internal_value=0 -0.0129773 0.000759568 internal_weight=0 5.70512 102.809 internal_count=3086 99 2987 is_linear=0 shrinkage=0.0204111 Tree=7162 num_leaves=4 num_cat=0 split_feature=3 12 453 split_gain=2.39457 3.43901 2.65211 threshold=0.17769000000000004 -0.052409999999999991 0.086795000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5933006800507247e-06 -0.00017604992471705801 0.00041911389583818823 -0.00039373223127816702 leaf_weight=102.23698540674741 2.2003476522659184 4.7965746060945085 2.6659321891202117 leaf_count=2890 59 79 55 internal_value=0 0.000232126 -7.88771e-06 internal_weight=0 6.99692 104.903 internal_count=3083 138 2945 is_linear=0 shrinkage=0.000400217 Tree=7163 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=2.54841 6.75017 3.31421 threshold=1.0000000180025095e-35 0.0020050000000000003 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025478905947284158 -0.00020798153674937808 0.00010607157713901492 7.4253727884715143e-05 leaf_weight=17.450061914204525 7.2439871272654264 15.658164034695799 71.121132548738387 leaf_count=1184 177 369 1321 internal_value=0 -8.43418e-05 4.79047e-05 internal_weight=0 33.1082 78.3651 internal_count=3051 1553 1498 is_linear=0 shrinkage=0.000400217 Tree=7164 num_leaves=3 num_cat=0 split_feature=1132 48 split_gain=2.38262 2.51474 threshold=-1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022858493122158537 0.0020179308246834277 -0.012003164633366474 leaf_weight=1.6193618779652741 101.05023979010821 5.5146282526329733 leaf_count=26 2965 91 internal_value=0 0.00128052 internal_weight=0 106.565 internal_count=3082 3056 is_linear=0 shrinkage=0.0204111 Tree=7165 num_leaves=4 num_cat=0 split_feature=43 4 2 split_gain=2.63014 2.36739 0.225583 threshold=0.25537500000000007 -0.49367499999999992 0.10912000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002575682795189212 -0.00048507173588801123 2.2180512541234004e-05 -0.00014043874824792908 leaf_weight=4.9715088597149579 1.742404653211451 103.37934473544919 0.50269904753076833 leaf_count=146 160 2749 29 internal_value=0 9.09204e-06 -0.000418242 internal_weight=0 108.351 2.2451 internal_count=3084 2895 189 is_linear=0 shrinkage=0.000400217 Tree=7166 num_leaves=4 num_cat=0 split_feature=148 51 2 split_gain=2.70224 3.15897 0.475083 threshold=-0.084284999999999985 0.14897000000000002 0.108725 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023752193680071278 0.0029150334189383285 -0.024765269446775099 -0.0076264055588073339 leaf_weight=1.6011297904478845 108.83875749058097 1.6341295988986519 1.6517317593097685 leaf_count=54 2968 79 23 internal_value=0 0.00248092 -0.0160901 internal_weight=0 110.473 3.25286 internal_count=3124 3047 77 is_linear=0 shrinkage=0.0204111 Tree=7167 num_leaves=4 num_cat=0 split_feature=1447 1 159 split_gain=2.35574 2.15689 0.943678 threshold=-0.086059999999999984 0.10364000000000002 -0.032069999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0041211819262982861 -0.0037866696045599992 0.0023951308263599185 0.027490787892573615 leaf_weight=1.3952064781533411 67.158934924475034 36.056680036366743 1.4846027855837736 leaf_count=83 2313 719 28 internal_value=0 -0.0016269 0.0167467 internal_weight=0 103.216 2.87981 internal_count=3143 3032 111 is_linear=0 shrinkage=0.0204111 Tree=7168 num_leaves=4 num_cat=0 split_feature=457 0 1 split_gain=2.55551 2.76858 2.02191 threshold=-0.0024349999999999997 -0.10726999999999999 0.10113500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021258277747578571 0.0048859133072452383 -0.0019906899116926835 -0.00067366822444063609 leaf_weight=3.9307492401494519 41.790087049135764 58.267301571461758 3.9262059782631695 leaf_count=182 482 2384 61 internal_value=0 0.000883651 -0.0111259 internal_weight=0 100.057 7.85696 internal_count=3109 2866 243 is_linear=0 shrinkage=0.0204111 Tree=7169 num_leaves=4 num_cat=0 split_feature=484 1375 123 split_gain=2.97256 2.66811 2.04087 threshold=-0.0048899999999999994 -0.072014999999999982 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016400965008788744 -0.011648463024772784 0.0022787980720920305 0.018275143374533811 leaf_weight=5.9783882723913839 5.9850370117928824 95.600101481573802 0.7063845358788966 leaf_count=456 106 2527 14 internal_value=0 0.00144633 -0.012496 internal_weight=0 101.585 6.68477 internal_count=3103 2633 470 is_linear=0 shrinkage=0.0204111 Tree=7170 num_leaves=4 num_cat=0 split_feature=52 147 42 split_gain=3.98853 3.25052 2.45873 threshold=0.16180500000000003 1.0000000180025095e-35 -0.11277999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017567200335569199 -0.021277030502775622 0.018822979923373995 0.00065983049835789198 leaf_weight=3.0756166055034546 6.0003128838743569 0.88812242075800885 94.100316924632352 leaf_count=155 368 4 2569 internal_value=0 -0.0158886 6.33913e-05 internal_weight=0 6.88844 97.1759 internal_count=3096 372 2724 is_linear=0 shrinkage=0.0204111 Tree=7171 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=2.14046 3.66907 2.62274 threshold=0.077800000000000022 -0.06951499999999998 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0099967671524830767 -0.010226313211011515 0.0030272427573323764 0.0036305915291488726 leaf_weight=18.403820001148233 6.1218220452210508 17.47750322191132 65.646045460576715 leaf_count=1355 175 254 1326 internal_value=0 -0.00366319 0.0024345 internal_weight=0 35.8813 71.7679 internal_count=3110 1609 1501 is_linear=0 shrinkage=0.0204111 Tree=7172 num_leaves=4 num_cat=0 split_feature=0 16 43 split_gain=2.91085 5.39012 3.52014 threshold=-0.10643499999999999 -0.032969999999999992 -0.51195499999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1335984881233348e-05 0.00028812688972530275 0.00026451134670878537 -0.00010061122721192593 leaf_weight=32.44810164727096 3.8897704910486928 14.0481308389717 55.978382855445489 leaf_count=410 32 139 2532 internal_value=0 5.84705e-05 -7.48633e-05 internal_weight=0 46.4962 59.8682 internal_count=3113 549 2564 is_linear=0 shrinkage=0.000400217 Tree=7173 num_leaves=3 num_cat=0 split_feature=375 123 split_gain=2.87407 2.54773 threshold=-0.087429999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027100510231104064 -0.00077739233301292552 0.01069096107097728 leaf_weight=1.5198345817625512 94.518356233052145 8.710656066061345 leaf_count=14 2826 265 internal_value=0 0.000200864 internal_weight=0 103.229 internal_count=3105 3091 is_linear=0 shrinkage=0.0204111 Tree=7174 num_leaves=4 num_cat=0 split_feature=49 1 15 split_gain=3.49799 5.86257 3.44618 threshold=-0.085934999999999984 0.10525000000000002 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039757516931401984 3.705043079676765e-05 0.00012182218456415903 -0.00046182541554181468 leaf_weight=8.431165069305278 93.959152132275449 5.8031479495257363 2.1598024503255138 leaf_count=129 2651 71 227 internal_value=0 -0.000186525 2.53163e-05 internal_weight=0 14.2343 96.119 internal_count=3078 200 2878 is_linear=0 shrinkage=0.000400217 Tree=7175 num_leaves=4 num_cat=0 split_feature=133 123 43 split_gain=2.2368 3.55294 2.72556 threshold=0.088435000000000014 0.088610000000000008 -0.07440999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0063326760571004873 -0.014688331694834219 0.021094527132922047 -0.00076944381571353131 leaf_weight=34.875507947741426 7.1923211712928588 1.2715461536427026 63.076341886116097 leaf_count=869 664 47 1521 internal_value=0 -0.00910736 0.00176359 internal_weight=0 8.46387 97.9518 internal_count=3101 711 2390 is_linear=0 shrinkage=0.0204111 Tree=7176 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=2.11101 2.19766 threshold=-0.40548499999999993 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020863315854755725 -0.00033200745656868845 0.011573475564987322 leaf_weight=1.865549786511109 102.98179144199275 6.7794823842559699 leaf_count=108 2834 179 internal_value=0 0.000414388 internal_weight=0 109.761 internal_count=3121 3013 is_linear=0 shrinkage=0.0204111 Tree=7177 num_leaves=3 num_cat=0 split_feature=1373 13 split_gain=2.61008 2.16835 threshold=0.099250000000000019 -0.100615 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0067014203035818095 -0.023807240042349798 -0.00045145559306183496 leaf_weight=22.265912676251901 1.6765049946625357 83.624879383057305 leaf_count=333 28 2729 internal_value=0 0.00105809 internal_weight=0 105.891 internal_count=3090 3062 is_linear=0 shrinkage=0.0204111 Tree=7178 num_leaves=4 num_cat=0 split_feature=1 43 43 split_gain=2.14362 3.29004 2.80173 threshold=0.09450500000000002 -0.19537999999999997 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010276484540618452 -0.015643079066818406 -0.0043078178230638317 0.004519696875705294 leaf_weight=7.2035614670458008 2.9630419876702936 54.232738490988595 43.851696375852043 leaf_count=136 30 2041 900 internal_value=0 -0.00258219 0.00320926 internal_weight=0 61.4363 46.8147 internal_count=3107 2177 930 is_linear=0 shrinkage=0.0204111 Tree=7179 num_leaves=4 num_cat=0 split_feature=480 453 15 split_gain=2.37759 1.86462 0.207006 threshold=0.086640000000000009 0.10963500000000002 -0.46645999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001298451989828756 -0.0048358926998755469 -0.021746172475439147 -0.022250394824019245 leaf_weight=103.28625329419992 0.40897631831467185 1.5371863559121255 2.134212567528265 leaf_count=2928 9 17 187 internal_value=0 -0.000213817 -0.019772 internal_weight=0 104.823 2.54319 internal_count=3141 2945 196 is_linear=0 shrinkage=0.0204111 Tree=7180 num_leaves=3 num_cat=0 split_feature=51 38 split_gain=2.18278 2.17121 threshold=-0.40548499999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041066336695285441 7.1990420626808649e-06 -0.00028477003739950694 leaf_weight=2.0485359839876756 103.07296561562089 4.1356298852479076 leaf_count=118 2941 64 internal_value=0 -4.34917e-06 internal_weight=0 107.209 internal_count=3123 3005 is_linear=0 shrinkage=0.000400217 Tree=7181 num_leaves=3 num_cat=0 split_feature=149 43 split_gain=3.83451 2.68511 threshold=0.10096000000000001 -0.07440999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.825208960994454e-05 -0.00062979305022212433 -3.6757629402334051e-05 leaf_weight=36.110819070654543 1.4089672081172455 67.577528151732622 leaf_count=1189 29 1867 internal_value=0 1.03165e-05 internal_weight=0 103.688 internal_count=3085 3056 is_linear=0 shrinkage=0.000400217 Tree=7182 num_leaves=4 num_cat=0 split_feature=1 48 133 split_gain=2.22269 2.89128 2.52333 threshold=0.10423500000000001 -0.088899999999999993 0.10681500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033773302152852012 -0.017599219373032344 0.0066168164704700815 -0.022064573245386503 leaf_weight=69.029208648364147 2.079462128924205 34.005312030305504 2.1893843986017592 leaf_count=2001 22 673 414 internal_value=0 0.00517119 -0.00103924 internal_weight=0 36.0848 71.2186 internal_count=3110 695 2415 is_linear=0 shrinkage=0.0204111 Tree=7183 num_leaves=4 num_cat=0 split_feature=4 4 47 split_gain=2.41197 3.71199 3.64304 threshold=-0.22295999999999996 -0.15464999999999998 0.088670000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013904724066514593 0.016040052667782141 -0.0010235589864724865 0.0089958873465589492 leaf_weight=12.212556175858479 5.5467252268863367 86.393276142680406 3.6967399878776623 leaf_count=206 60 2830 38 internal_value=0 2.41441e-05 -0.00855778 internal_weight=0 91.94 15.9093 internal_count=3134 2890 244 is_linear=0 shrinkage=0.0204111 Tree=7184 num_leaves=4 num_cat=0 split_feature=49 43 15 split_gain=2.79145 5.0243 3.47689 threshold=-0.085934999999999984 -0.096609999999999988 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01566710146076036 0.0013699527365919899 -0.016228724916605566 -0.024892159508209794 leaf_weight=2.5103023474948705 92.529599125155983 9.6603116646219842 2.0370677200335185 leaf_count=35 2670 151 223 internal_value=0 -0.00956707 0.00077547 internal_weight=0 12.1706 94.5667 internal_count=3079 186 2893 is_linear=0 shrinkage=0.0204111 Tree=7185 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=2.28075 2.19363 threshold=-0.51586999999999994 -0.25351499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039299297297763091 -0.00040976867734807576 3.4131369570954862e-05 leaf_weight=2.0005506993911686 1.7014341142348701 108.22428786295677 leaf_count=226 182 2712 internal_value=0 2.68507e-05 internal_weight=0 109.926 internal_count=3120 2894 is_linear=0 shrinkage=0.000400217 Tree=7186 num_leaves=3 num_cat=0 split_feature=146 1 split_gain=2.7198 2.15822 threshold=0.089495000000000005 0.12700000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010069003344174185 -0.025901911750623514 0.0090362484920415761 leaf_weight=97.228573181811953 1.6158641841029737 9.7010363459994533 leaf_count=2817 24 269 internal_value=0 -8.72509e-05 internal_weight=0 106.93 internal_count=3110 3086 is_linear=0 shrinkage=0.0204111 Tree=7187 num_leaves=4 num_cat=0 split_feature=2 159 123 split_gain=3.36062 4.5543 2.52002 threshold=0.099300000000000013 0.091330000000000008 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012603203542098935 0.0027588491872112377 -0.021464840043971721 0.01837552692807597 leaf_weight=61.112516798473735 37.701402306705859 4.9202801222163535 4.7580203895922741 leaf_count=1986 753 220 138 internal_value=0 -0.0027996 0.00455259 internal_weight=0 66.0328 42.4594 internal_count=3097 2206 891 is_linear=0 shrinkage=0.0204111 Tree=7188 num_leaves=4 num_cat=0 split_feature=1447 151 40 split_gain=3.14191 2.54001 0.523684 threshold=-1.0000000180025095e-35 -0.40941499999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.0996435632297728e-05 -0.00041236725012651479 2.0275954232102065e-05 -0.00044163697187471213 leaf_weight=0.77083354059141163 2.1091777453912064 101.46455718045945 2.8187865166910333 leaf_count=14 68 2734 272 internal_value=0 1.10298e-05 -0.000364216 internal_weight=0 103.574 3.58962 internal_count=3088 2802 286 is_linear=0 shrinkage=0.000400217 Tree=7189 num_leaves=4 num_cat=0 split_feature=480 148 15 split_gain=2.33664 2.17978 0.14467 threshold=0.08598500000000002 0.10116000000000001 -0.46645999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4255592434371236e-07 -0.00015079890060457193 -0.00047833460785530864 -0.00044036577628952145 leaf_weight=102.64406877827423 0.49744098098017309 1.4399318300420407 1.9931199715047103 leaf_count=2894 10 22 184 internal_value=0 -7.56078e-06 -0.000391506 internal_weight=0 104.084 2.49056 internal_count=3110 2916 194 is_linear=0 shrinkage=0.000400217 Tree=7190 num_leaves=4 num_cat=0 split_feature=42 13 160 split_gain=3.36982 2.45813 0.715576 threshold=-0.097914999999999988 -0.09194999999999999 0.086035000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044546521937879939 9.881198549288047e-05 -4.1504993557603345e-05 -4.4687598612909819e-05 leaf_weight=3.3587736069202938 27.140573253593175 75.007221059579024 0.93196797781274643 leaf_count=174 455 2394 47 internal_value=0 -4.15553e-06 -0.000361765 internal_weight=0 102.148 4.29074 internal_count=3070 2849 221 is_linear=0 shrinkage=0.000400217 Tree=7191 num_leaves=3 num_cat=0 split_feature=1373 31 split_gain=2.49951 2.16155 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025845510400120852 0.021095985660965155 0.00043412535946084558 leaf_weight=1.3692684220150102 2.0412230699002967 104.05898924400117 leaf_count=24 90 2980 internal_value=0 0.000853451 internal_weight=0 106.1 internal_count=3094 3070 is_linear=0 shrinkage=0.0204111 Tree=7192 num_leaves=3 num_cat=0 split_feature=15 151 split_gain=2.00351 1.88453 threshold=0.24290000000000003 -0.52342999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019823661291084024 -0.022739775994565628 0.0012853884886647475 leaf_weight=1.6795903131569492 1.3972132885319286 107.38737852774193 leaf_count=54 24 3002 internal_value=0 0.00094032 internal_weight=0 109.067 internal_count=3080 3056 is_linear=0 shrinkage=0.0204111 Tree=7193 num_leaves=4 num_cat=0 split_feature=131 124 483 split_gain=2.75304 3.3675 2.86221 threshold=0.092255000000000018 0.0014500000000000001 0.09641000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.2420564112687102e-05 -0.00037489657474714934 0.00042344621859845136 -0.00041184776791898276 leaf_weight=104.57328649305509 4.9910829715663558 0.91753709595650423 2.1584259953069695 leaf_count=2627 344 11 150 internal_value=0 -0.000245354 3.2812e-05 internal_weight=0 5.90862 106.732 internal_count=3132 355 2777 is_linear=0 shrinkage=0.000400217 Tree=7194 num_leaves=3 num_cat=0 split_feature=51 401 split_gain=2.03726 2.01979 threshold=-0.40148999999999996 0.079655000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020592941314304013 0.00057365911195275199 -0.015405644745106655 leaf_weight=1.9122138019047259 105.25758921952456 3.2899413922132217 leaf_count=117 2741 292 internal_value=0 7.39705e-05 internal_weight=0 108.548 internal_count=3150 3033 is_linear=0 shrinkage=0.0204111 Tree=7195 num_leaves=4 num_cat=0 split_feature=0 48 3 split_gain=3.29723 4.64625 4.17204 threshold=-0.10726999999999999 0.12879500000000002 -0.11550499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0047908753336923359 0.0045872052316325487 -0.018192723712202343 -0.0077502466744232531 leaf_weight=44.31865719340567 15.692400428939434 3.8838936114261733 41.222275220446136 leaf_count=528 241 41 2253 internal_value=0 0.00290112 -0.00434626 internal_weight=0 48.2026 56.9147 internal_count=3063 569 2494 is_linear=0 shrinkage=0.0204111 Tree=7196 num_leaves=4 num_cat=0 split_feature=2 12 1444 split_gain=3.03839 3.90553 3.74897 threshold=0.092120000000000021 0.098685000000000009 -0.084559999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.026693552389127219 0.0049962836226793012 -0.012536451626012825 -0.0049300200618026266 leaf_weight=1.5052910831000179 49.151512007658312 5.8227881546818017 46.902651419432004 leaf_count=20 932 318 1799 internal_value=0 0.00311754 -0.00388732 internal_weight=0 54.9743 48.4079 internal_count=3069 1250 1819 is_linear=0 shrinkage=0.0204111 Tree=7197 num_leaves=4 num_cat=0 split_feature=128 158 2 split_gain=2.50576 2.31168 0.24021 threshold=0.085185000000000025 0.084965000000000027 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.908661127317048e-05 -0.00043681048260693883 -0.00020510387701327696 -0.00010125276338499978 leaf_weight=96.457168456847285 1.96725730187245 6.5255183734825541 0.5055852417317509 leaf_count=2510 174 319 27 internal_value=0 2.34075e-05 -0.000375562 internal_weight=0 102.983 2.47284 internal_count=3030 2829 201 is_linear=0 shrinkage=0.000400217 Tree=7198 num_leaves=3 num_cat=0 split_feature=31 45 split_gain=2.54435 2.53303 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02109782297887999 0.020512947053073785 -0.0022889077477778398 leaf_weight=1.9492280293634383 1.9616547867190082 97.324271086563385 leaf_count=90 27 2966 internal_value=0 -0.0018158 internal_weight=0 99.2859 internal_count=3083 2993 is_linear=0 shrinkage=0.0204111 Tree=7199 num_leaves=4 num_cat=0 split_feature=2 2 1 split_gain=2.1968 4.25172 3.21288 threshold=0.086635000000000004 0.086935000000000012 0.12545500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010353764852441758 0.00057123058009036901 4.5958348340168982e-05 0.00023147367466752245 leaf_weight=31.637599763667822 2.4494504914000563 69.05333993851491 5.251476162186008 leaf_count=1165 39 1799 108 internal_value=0 6.48174e-05 -5.52898e-05 internal_weight=0 71.5028 36.8891 internal_count=3111 1838 1273 is_linear=0 shrinkage=0.000400217 Tree=7200 num_leaves=4 num_cat=0 split_feature=376 1373 0 split_gain=3.43121 2.5578 0.933131 threshold=0.048375000000000008 0.099250000000000019 -0.091829999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2373625186987627e-05 6.0095286907474164e-05 -0.00049459519199703092 0.00038067511172825991 leaf_weight=99.296334215760908 2.0906821207609028 1.5080456121577288 5.0523203264747272 leaf_count=2910 65 26 94 internal_value=0 4.24897e-06 0.00028922 internal_weight=0 100.804 7.143 internal_count=3095 2936 159 is_linear=0 shrinkage=0.000400217 Tree=7201 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.28509 2.72607 threshold=-0.15747999999999998 -0.079274999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015154245767986047 -0.017811839718043121 -0.00022830548229034738 leaf_weight=3.7344690038225954 3.6985428061234407 102.10899016695475 leaf_count=36 170 2879 internal_value=0 -0.000861124 internal_weight=0 105.808 internal_count=3085 3049 is_linear=0 shrinkage=0.0204111 Tree=7202 num_leaves=3 num_cat=0 split_feature=51 50 split_gain=2.31036 2.72781 threshold=-0.40548499999999993 -0.27066499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040699849464993928 0.00055161631845717523 1.7837276553664225e-05 leaf_weight=1.9029564650372766 1.4442373206838954 106.19502520520109 leaf_count=120 5 2978 internal_value=0 2.5565e-05 internal_weight=0 107.639 internal_count=3103 2983 is_linear=0 shrinkage=0.000400217 Tree=7203 num_leaves=4 num_cat=0 split_feature=1456 15 49 split_gain=2.32642 2.25815 0.356843 threshold=-1.0000000180025095e-35 -0.095554999999999987 -0.056454999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011236845865900279 -0.0049243690254710138 0.0018875679720092608 -0.020970569031293934 leaf_weight=0.45717116844025474 27.575229874350043 75.611858826741809 2.4774767352046174 leaf_count=12 628 2181 292 internal_value=0 6.38136e-05 -0.0180337 internal_weight=0 103.187 2.93465 internal_count=3113 2809 304 is_linear=0 shrinkage=0.0204111 Tree=7204 num_leaves=4 num_cat=0 split_feature=131 124 38 split_gain=2.31668 3.02135 2.10272 threshold=0.092255000000000018 0.08919500000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.4016374757605457e-05 -0.0003560714825282068 0.00042703295805151891 -0.00026009537885374331 leaf_weight=101.06880537942379 5.151779729894769 0.830842965398915 4.2402051259741702 leaf_count=2674 343 7 71 internal_value=0 -0.00024147 1.23127e-05 internal_weight=0 5.98262 105.309 internal_count=3095 350 2745 is_linear=0 shrinkage=0.000400217 Tree=7205 num_leaves=4 num_cat=0 split_feature=13 12 132 split_gain=1.87948 3.59293 2.7855 threshold=-0.10462499999999998 -0.052409999999999991 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022324353985160586 -5.0369067936015542e-05 0.00017787683847966012 0.00019107232158742371 leaf_weight=4.3141817612777258 77.144093613907899 18.724194200505735 8.3850326673855289 leaf_count=85 2556 229 236 internal_value=0 0.000102046 -2.648e-05 internal_weight=0 23.0384 85.5291 internal_count=3106 314 2792 is_linear=0 shrinkage=0.000400217 Tree=7206 num_leaves=4 num_cat=0 split_feature=3 1 13 split_gain=2.92557 4.85545 2.90308 threshold=-0.097724999999999992 0.08869500000000001 -0.16228999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017726662751379567 -0.0080771570869510468 0.0024654039032478764 0.0078241253841346385 leaf_weight=1.8888202637535894 29.830467214113014 46.314701801988122 26.086483937280718 leaf_count=18 1617 991 426 internal_value=0 -0.00167052 0.00603521 internal_weight=0 76.1452 27.9753 internal_count=3052 2608 444 is_linear=0 shrinkage=0.0204111 Tree=7207 num_leaves=4 num_cat=0 split_feature=1429 484 484 split_gain=2.58762 2.53236 0.172161 threshold=-1.0000000180025095e-35 -0.0048899999999999994 0.097865000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016117850222658731 -0.010173994035756204 0.0028354124909718849 -0.033900195649179149 leaf_weight=1.2836674980571832 6.5447657960121424 98.63536422326797 0.43870757799868432 leaf_count=138 470 2474 12 internal_value=0 0.00201595 -0.02244 internal_weight=0 105.18 1.72238 internal_count=3094 2944 150 is_linear=0 shrinkage=0.0204111 Tree=7208 num_leaves=3 num_cat=0 split_feature=13 4 split_gain=3.64032 2.24928 threshold=0.26950500000000005 -0.17568999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010675254864403294 -0.00040769427930843798 5.5859134017305447e-05 leaf_weight=15.932772512933296 3.0007785827910984 90.411255619304939 leaf_count=247 71 2792 internal_value=0 3.14095e-05 internal_weight=0 106.344 internal_count=3110 3039 is_linear=0 shrinkage=0.000400217 Tree=7209 num_leaves=4 num_cat=0 split_feature=3 13 0 split_gain=2.78164 2.46327 2.44527 threshold=0.17769000000000004 0.060680000000000005 -0.13535499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019789529825954169 -0.00090216286678840231 0.0062082485313728307 0.022206544538301176 leaf_weight=77.373903394124682 3.3204599650198361 18.968159105730592 4.3450952827115534 leaf_count=2534 60 401 87 internal_value=0 -0.000361693 0.0123277 internal_weight=0 96.3421 7.66556 internal_count=3082 2935 147 is_linear=0 shrinkage=0.0204111 Tree=7210 num_leaves=3 num_cat=0 split_feature=33 456 split_gain=2.54436 2.55125 threshold=-1.0000000180025095e-35 0.084065000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042556169137630899 3.8048416745716331e-05 -0.00026317506030317905 leaf_weight=1.9409794602543105 99.037633284572621 4.6068278694801839 leaf_count=40 2860 203 internal_value=0 2.439e-05 internal_weight=0 103.644 internal_count=3103 3063 is_linear=0 shrinkage=0.000400217 Tree=7211 num_leaves=4 num_cat=0 split_feature=15 0 474 split_gain=2.45469 4.2597 3.44907 threshold=-0.095554999999999987 -0.11045499999999998 0.088940000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.007231928662802577 0.0091545480191586367 -0.001235809134127277 0.020824320314065711 leaf_weight=25.730195833733891 23.068328900677443 56.442181849081862 1.8568064277351357 leaf_count=602 276 2164 48 internal_value=0 0.00178737 -0.00526699 internal_weight=0 79.5105 27.587 internal_count=3090 2440 650 is_linear=0 shrinkage=0.0204111 Tree=7212 num_leaves=3 num_cat=0 split_feature=9 4 split_gain=2.18552 1.8861 threshold=-0.016839999999999997 0.51362000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041201906883099322 -3.0684470789158421e-06 0.00041127271970284627 leaf_weight=2.0303236636682405 106.28662847280157 1.6773445594881184 leaf_count=96 2937 81 internal_value=0 3.78823e-06 internal_weight=0 107.964 internal_count=3114 3018 is_linear=0 shrinkage=0.000400217 Tree=7213 num_leaves=4 num_cat=0 split_feature=3 48 12 split_gain=3.10424 3.68821 1.66075 threshold=0.17769000000000004 0.12879500000000002 -0.052409999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8110469068931054e-05 -1.2732775350239865e-05 -0.00032312407458686207 0.00038938266168641347 leaf_weight=99.043467120733112 2.3776309613022022 5.2350570890739609 5.1777773482899638 leaf_count=2888 61 83 87 internal_value=0 6.5139e-07 0.000264502 internal_weight=0 104.279 7.55541 internal_count=3119 2971 148 is_linear=0 shrinkage=0.000400217 Tree=7214 num_leaves=4 num_cat=0 split_feature=4 1 47 split_gain=2.58983 3.82817 3.27117 threshold=-0.078079999999999997 0.088545000000000013 0.08593000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017891734377535769 2.4933332310352894e-06 -0.00013094526680660856 -0.00019611568590062912 leaf_weight=23.304983228668792 61.630091791597806 8.6886704361022549 16.819523638921964 leaf_count=744 1747 251 347 internal_value=0 9.46033e-05 -4.03071e-05 internal_weight=0 31.9937 78.4496 internal_count=3089 995 2094 is_linear=0 shrinkage=0.000400217 Tree=7215 num_leaves=4 num_cat=0 split_feature=2 4 13 split_gain=2.91471 4.78729 2.06573 threshold=0.092120000000000021 -0.029174999999999996 -0.5318799999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0040300673421405434 -0.013350356289333322 -0.0090380163944729624 0.0034666276617818749 leaf_weight=18.377165874656384 3.1174075445742337 31.681415700221805 53.391710092488211 leaf_count=998 37 857 1209 internal_value=0 -0.00424226 0.00251433 internal_weight=0 50.0586 56.5091 internal_count=3101 1855 1246 is_linear=0 shrinkage=0.0204111 Tree=7216 num_leaves=3 num_cat=0 split_feature=52 157 split_gain=1.90883 1.86009 threshold=-0.51586999999999994 -0.15081499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01990623769487946 0.01698648749955654 0.00016624521956025396 leaf_weight=1.8114291269375815 2.7013575278251656 103.86350315414256 leaf_count=229 55 2831 internal_value=0 0.00061001 internal_weight=0 106.565 internal_count=3115 2886 is_linear=0 shrinkage=0.0204111 Tree=7217 num_leaves=4 num_cat=0 split_feature=49 0 130 split_gain=2.90734 4.3942 3.31568 threshold=-0.00025999999999999992 0.074250000000000024 -0.082794999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.006308335454721075 -0.019206630853515646 0.019328569043090653 0.0040608076799580738 leaf_weight=30.893618836984388 2.5382466129376544 2.9516140000196165 70.019521892438206 leaf_count=619 97 28 2337 internal_value=0 -0.0040162 0.00321852 internal_weight=0 33.8452 72.5578 internal_count=3081 647 2434 is_linear=0 shrinkage=0.0204111 Tree=7218 num_leaves=4 num_cat=0 split_feature=376 133 43 split_gain=2.5416 2.82488 1.17534 threshold=0.048375000000000008 0.084735000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4795119104175987e-05 0.0049528948198488913 -0.011227352950464595 0.021266073263924386 leaf_weight=89.525147846268737 5.4866291771759279 10.260158586434043 2.7334228790132311 leaf_count=2064 143 870 21 internal_value=0 -0.00114346 0.0105904 internal_weight=0 99.7853 8.22005 internal_count=3098 2934 164 is_linear=0 shrinkage=0.0204111 Tree=7219 num_leaves=3 num_cat=0 split_feature=1374 38 split_gain=2.18282 1.94658 threshold=0.090240000000000015 0.12641000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014036017313799932 -0.017876319618146223 -0.020459082487612235 leaf_weight=102.66086301401447 2.4919277691660673 1.6134493779391039 leaf_count=2978 62 16 internal_value=0 0.00104374 internal_weight=0 104.274 internal_count=3056 2994 is_linear=0 shrinkage=0.0204111 Tree=7220 num_leaves=4 num_cat=0 split_feature=474 4 160 split_gain=1.99178 2.22286 0.096514 threshold=-1.0000000180025095e-35 0.51074000000000008 -0.080864999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063169913787379311 2.0104649248804728e-05 0.00037547182550459328 -0.00030574178307108795 leaf_weight=0.40140633287956007 108.2159620590719 2.7835289291688232 0.90632357948925235 leaf_count=24 2854 143 94 internal_value=0 2.93856e-05 -0.000447724 internal_weight=0 110.999 1.30773 internal_count=3115 2997 118 is_linear=0 shrinkage=0.000400217 Tree=7221 num_leaves=4 num_cat=0 split_feature=1447 39 123 split_gain=2.50045 2.60293 0.669624 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.083430000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043455651568305876 -0.00027597541998358526 4.1378735372439865e-05 8.7291885890140747e-05 leaf_weight=2.3004295587161319 4.206602494174148 100.33877153857156 0.43051916221156705 leaf_count=268 61 2745 11 internal_value=0 2.83277e-05 -0.000352092 internal_weight=0 104.545 2.73095 internal_count=3085 2806 279 is_linear=0 shrinkage=0.000400217 Tree=7222 num_leaves=4 num_cat=0 split_feature=1 44 43 split_gain=2.07536 2.20607 1.89363 threshold=0.13662500000000002 1.0000000180025095e-35 -0.24360499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031474571708941054 -0.0080392929379206283 -0.019944324525489651 0.0171159462946158 leaf_weight=100.7746165744893 1.5797536019235847 2.331198801926802 4.9466564733156693 leaf_count=2900 10 46 177 internal_value=0 -0.00077972 0.0109941 internal_weight=0 103.106 6.52641 internal_count=3133 2946 187 is_linear=0 shrinkage=0.0204111 Tree=7223 num_leaves=4 num_cat=0 split_feature=156 41 157 split_gain=2.01633 2.08744 0.499077 threshold=0.11815500000000002 0.078385000000000024 -0.052249999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021845205728112716 -0.0047326460391997885 -0.0087358184404297511 -0.030044072552758552 leaf_weight=99.250801650267022 0.53968798277492169 7.7601925562557872 0.93725945890764595 leaf_count=2833 32 160 65 internal_value=0 0.0013843 -0.0217803 internal_weight=0 107.011 1.47695 internal_count=3090 2993 97 is_linear=0 shrinkage=0.0204111 Tree=7224 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=2.57024 5.15609 3.13396 threshold=1.0000000180025095e-35 -0.083954999999999988 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.8116618193018011e-05 -0.00023745237712142922 -0.00022802834457674324 5.8365859312629592e-05 leaf_weight=13.94442866250756 6.1406720027807742 20.000280187446151 69.577542016537336 leaf_count=329 178 1269 1357 internal_value=0 -9.82938e-05 3.40601e-05 internal_weight=0 33.9447 75.7182 internal_count=3133 1598 1535 is_linear=0 shrinkage=0.000400217 Tree=7225 num_leaves=4 num_cat=0 split_feature=4 1 52 split_gain=2.58171 7.11403 3.51668 threshold=-0.029079999999999998 0.089895000000000017 0.16579500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011601719204439992 -0.00021629283099881979 5.3764780266120123e-05 -0.00043484484738490236 leaf_weight=37.027068541707195 23.847339983043639 44.81946935429005 1.8451600537809998 leaf_count=1308 879 734 153 internal_value=0 -4.02231e-05 8.86954e-05 internal_weight=0 68.6668 38.8722 internal_count=3074 1613 1461 is_linear=0 shrinkage=0.000400217 Tree=7226 num_leaves=4 num_cat=0 split_feature=131 42 132 split_gain=2.71997 2.34662 2.30951 threshold=0.092255000000000018 0.09832500000000001 0.08018500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055713115230385159 -0.021159013467830747 0.011001268118995841 0.010317335291196052 leaf_weight=89.899258928823656 4.2556125691189655 1.1300056189647874 8.8333108820006583 leaf_count=2554 292 41 179 internal_value=0 -0.0143245 0.00042636 internal_weight=0 5.38562 98.7326 internal_count=3066 333 2733 is_linear=0 shrinkage=0.0204111 Tree=7227 num_leaves=4 num_cat=0 split_feature=43 4 13 split_gain=3.15061 3.43118 2.66287 threshold=-0.19537999999999997 -0.49367499999999992 0.25642500000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003446316430124872 -0.00041275754172390568 3.0617982459057009e-06 -5.5224015002768618e-05 leaf_weight=7.6704407983925176 3.1784688525658558 93.417433311033165 4.0169925253721885 leaf_count=116 143 2770 93 internal_value=0 -1.10827e-05 0.000207981 internal_weight=0 96.5959 11.6874 internal_count=3122 2913 209 is_linear=0 shrinkage=0.000400217 Tree=7228 num_leaves=4 num_cat=0 split_feature=1 42 151 split_gain=2.53204 3.03405 2.15368 threshold=0.10100500000000003 0.091840000000000019 -0.29526499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042059534007597878 -0.014318413158667546 -0.014382034274206999 0.0056281631239367613 leaf_weight=58.979360692251248 2.2879984455648801 7.1749570570718779 38.87630963997799 leaf_count=1859 28 468 773 internal_value=0 -0.00195657 0.00448366 internal_weight=0 66.1543 41.1643 internal_count=3128 2327 801 is_linear=0 shrinkage=0.0204111 Tree=7229 num_leaves=4 num_cat=0 split_feature=160 4 15 split_gain=2.28799 2.06701 0.168812 threshold=-0.40187499999999993 -0.49367499999999992 -0.099824999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.7786926573355097e-05 -0.00021748957358125098 4.2203162914679064e-05 -0.00042688469036433551 leaf_weight=0.24237439120770465 5.0387134802585924 105.31621334821466 1.7966783150413892 leaf_count=24 134 2731 234 internal_value=0 3.01374e-05 -0.000386656 internal_weight=0 110.355 2.03905 internal_count=3123 2865 258 is_linear=0 shrinkage=0.000400217 Tree=7230 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=2.32418 2.50656 threshold=0.084955000000000017 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00055047946161097838 -0.018421526211544761 0.020162103656940777 leaf_weight=103.17567052276627 2.5003818485420188 2.6767599841259644 leaf_count=2977 44 113 internal_value=0 0.00106719 internal_weight=0 105.852 internal_count=3134 3090 is_linear=0 shrinkage=0.0204111 Tree=7231 num_leaves=4 num_cat=0 split_feature=49 1 15 split_gain=2.11244 3.97559 3.44325 threshold=-0.085934999999999984 0.10322500000000003 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032208457518043409 2.937363725411085e-05 0.0001316652854385389 -0.0004776874014644754 leaf_weight=8.1785474036296346 93.171853224760525 4.8536736383612142 2.0837246406590557 leaf_count=116 2651 72 228 internal_value=0 -0.00015341 1.77338e-05 internal_weight=0 13.0322 95.2556 internal_count=3067 188 2879 is_linear=0 shrinkage=0.000400217 Tree=7232 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=2.32853 2.69131 threshold=-0.24552499999999997 -0.19537999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02452364630802658 0.010340788235026627 -0.0012360258034703865 leaf_weight=1.5553521905094374 9.0694902217437612 94.08714275658167 leaf_count=22 193 2895 internal_value=0 -0.000208089 internal_weight=0 103.157 internal_count=3110 3088 is_linear=0 shrinkage=0.0204111 Tree=7233 num_leaves=4 num_cat=0 split_feature=1447 3 123 split_gain=3.41582 3.11888 1.26067 threshold=-1.0000000180025095e-35 -0.10643499999999999 0.083430000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045872975195027419 0.00014542007710556884 -1.4290808359132773e-05 0.00016166921318715825 leaf_weight=3.1315845824155981 25.633582428803493 81.778042613674188 0.56721443345304567 leaf_count=276 381 2432 13 internal_value=0 2.39356e-05 -0.000361636 internal_weight=0 107.412 3.6988 internal_count=3102 2813 289 is_linear=0 shrinkage=0.000400217 Tree=7234 num_leaves=3 num_cat=0 split_feature=1373 2 split_gain=2.30774 2.16529 threshold=0.099250000000000019 -0.17200999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00033968872618606467 -0.00049788371250131008 -5.1074560019876198e-06 leaf_weight=2.8875579657324115 1.3734047908437776 106.35290456291659 leaf_count=56 24 3055 internal_value=0 4.34504e-06 internal_weight=0 109.24 internal_count=3135 3111 is_linear=0 shrinkage=0.000400217 Tree=7235 num_leaves=4 num_cat=0 split_feature=41 132 2 split_gain=2.50672 2.48122 2.33251 threshold=0.075585000000000013 0.08018500000000002 -0.58149499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.05758081747563866 -0.01785892996581849 0.0053992222716445579 0.0015002790522857514 leaf_weight=0.1672443151473989 5.6322416821349162 2.7992898345692083 102.08214797782784 leaf_count=1 115 62 2939 internal_value=0 -0.0101676 0.00134076 internal_weight=0 8.43153 102.249 internal_count=3117 177 2940 is_linear=0 shrinkage=0.0204111 Tree=7236 num_leaves=4 num_cat=0 split_feature=15 1 1 split_gain=4.71234 4.66153 2.59006 threshold=0.082805000000000004 0.11026000000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.4368551695541412e-05 -0.00040008261464118756 0.00013212319335984124 5.1466763880018665e-05 leaf_weight=27.467352403307814 9.1479426259320444 3.6210149510297915 66.532100585853186 leaf_count=835 1057 48 1110 internal_value=0 -0.000249323 8.79101e-06 internal_weight=0 12.769 93.9995 internal_count=3050 1105 1945 is_linear=0 shrinkage=0.000400217 Tree=7237 num_leaves=3 num_cat=0 split_feature=480 51 split_gain=2.78169 2.34026 threshold=0.08598500000000002 -0.40548499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020718123660237571 -0.020588814426631005 0.0022855052544006891 leaf_weight=1.7632621290722443 2.229826985319959 107.947054348032 leaf_count=98 204 2845 internal_value=0 0.00189505 internal_weight=0 109.71 internal_count=3147 2943 is_linear=0 shrinkage=0.0204111 Tree=7238 num_leaves=3 num_cat=0 split_feature=151 2 split_gain=2.31377 2.6118 threshold=-0.52054499999999992 0.097925000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022863770521179695 -0.0019270521127139261 0.0046745854731919233 leaf_weight=1.6390035839067412 60.38666340688178 42.403680498802714 leaf_count=55 2085 922 internal_value=0 0.000798418 internal_weight=0 102.79 internal_count=3062 3007 is_linear=0 shrinkage=0.0204111 Tree=7239 num_leaves=4 num_cat=0 split_feature=42 43 3 split_gain=2.35198 2.56475 2.52419 threshold=-1.0000000180025095e-35 0.25734000000000007 -0.10643499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011945568117589373 2.7669365449170199e-05 -0.00045107532531816211 -0.00025919787760272142 leaf_weight=3.796209706204535 90.726172983415381 1.7166584205770039 10.264636820858867 leaf_count=113 2173 52 748 internal_value=0 1.82442e-05 -0.000156831 internal_weight=0 92.4428 14.0608 internal_count=3086 2225 861 is_linear=0 shrinkage=0.000400217 Tree=7240 num_leaves=4 num_cat=0 split_feature=447 52 16 split_gain=1.93604 2.54944 0.34831 threshold=0.088810000000000014 -0.048794999999999991 -0.52610499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035430179688761415 0.020091781594764768 -0.0030343788035332971 0.0065491983023391433 leaf_weight=39.709381979664613 2.0056579855154273 63.915831250747033 1.5099077536433458 leaf_count=919 47 2114 48 internal_value=0 -0.000512804 0.014657 internal_weight=0 103.625 3.51557 internal_count=3128 3033 95 is_linear=0 shrinkage=0.0204111 Tree=7241 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=3.18565 2.65547 threshold=-0.088294999999999985 0.10042000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041240615972418471 3.9511630081481688e-05 -0.00017683209258261641 leaf_weight=2.7158116371138012 92.143418146716613 9.9694746991426637 leaf_count=51 2574 439 internal_value=0 1.8219e-05 internal_weight=0 102.113 internal_count=3064 3013 is_linear=0 shrinkage=0.000400217 Tree=7242 num_leaves=4 num_cat=0 split_feature=150 0 15 split_gain=3.02703 3.92059 3.75076 threshold=0.075065000000000007 -0.075359999999999996 -0.031974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012115141168144168 0.00019254483567787543 5.6169401199480298e-05 -0.0001645057542432641 leaf_weight=47.872656584801007 19.961195769559712 34.123164422318951 6.064044849772471 leaf_count=1816 274 852 148 internal_value=0 -4.73821e-05 0.000109001 internal_weight=0 81.9958 26.0252 internal_count=3090 2668 422 is_linear=0 shrinkage=0.000400217 Tree=7243 num_leaves=4 num_cat=0 split_feature=403 46 2 split_gain=2.20199 2.34724 0.767601 threshold=0.090530000000000013 0.081930000000000017 0.12469000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014487088509732981 -0.021400177011533603 -0.018292149401121297 0.0065272342610000452 leaf_weight=101.00062145110678 2.3806522312697775 2.4614963692729352 0.43703622082830396 leaf_count=2789 232 51 21 internal_value=0 0.000959782 -0.0169846 internal_weight=0 103.462 2.81769 internal_count=3093 2840 253 is_linear=0 shrinkage=0.0204111 Tree=7244 num_leaves=4 num_cat=0 split_feature=14 38 2 split_gain=3.18043 2.30745 0.462384 threshold=0.073890000000000011 0.084445000000000006 0.099600000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012326925308805009 -0.029019401392283154 -0.014608676943709573 -0.0091340110353856641 leaf_weight=103.97927735110898 1.5384650662563211 3.8653001399834457 0.89098542732244812 leaf_count=2969 91 61 17 internal_value=0 0.000650353 -0.0224503 internal_weight=0 107.845 2.42945 internal_count=3138 3030 108 is_linear=0 shrinkage=0.0204111 Tree=7245 num_leaves=4 num_cat=0 split_feature=13 403 16 split_gain=3.0534 2.8491 2.61225 threshold=-0.10462499999999998 -1.0000000180025095e-35 -0.50790499999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020247521352026406 -0.016765654957473536 -0.00030819032849528833 0.0034520777234387469 leaf_weight=4.9316235613077906 4.5223188294457932 80.725413892416327 16.695569640403846 leaf_count=54 695 2085 250 internal_value=0 -0.00120209 0.00736648 internal_weight=0 85.2477 21.6272 internal_count=3084 2780 304 is_linear=0 shrinkage=0.0204111 Tree=7246 num_leaves=4 num_cat=0 split_feature=12 12 1 split_gain=2.32122 2.23317 1.15909 threshold=0.11596500000000001 0.097345000000000015 0.12485500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4252639471156866e-06 -0.00046970252087425433 0.00018218284468613457 1.306021428882964e-05 leaf_weight=89.636749518466786 2.2639607028631867 11.92270994289356 1.1894841574248856 leaf_count=2495 109 390 36 internal_value=0 2.03066e-05 -0.000308234 internal_weight=0 101.559 3.45344 internal_count=3030 2885 145 is_linear=0 shrinkage=0.000400217 Tree=7247 num_leaves=4 num_cat=0 split_feature=483 38 13 split_gain=2.05826 1.99353 0.365642 threshold=0.10297500000000001 0.11976000000000002 -0.078944999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5121342566847052e-05 -8.2858368236731755e-05 -0.00037517425863001165 -0.00048328296657145306 leaf_weight=102.7427322839294 0.5555194445496453 1.8209898530039925 1.3695441195195588 leaf_count=2937 49 20 79 internal_value=0 2.75823e-05 -0.000378637 internal_weight=0 104.564 1.92506 internal_count=3085 2957 128 is_linear=0 shrinkage=0.000400217 Tree=7248 num_leaves=4 num_cat=0 split_feature=4 4 123 split_gain=2.55153 5.74478 2.41739 threshold=0.0066850000000000008 -0.0015099999999999998 0.10103000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014601219494682748 0.0051366738457859868 -0.0194302208386701 -0.016000237123138476 leaf_weight=54.939610553408784 41.80984952424933 7.1780400142524732 2.2748445621400597 leaf_count=2031 811 205 60 internal_value=0 -0.00240536 0.0040082 internal_weight=0 62.1177 44.0847 internal_count=3107 2236 871 is_linear=0 shrinkage=0.0204111 Tree=7249 num_leaves=4 num_cat=0 split_feature=39 3 3 split_gain=3.03343 3.58009 3.04964 threshold=0.0047850000000000011 0.17769000000000004 0.11280000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4137393254575003e-05 0.00024376444622251404 0.00028254797450721214 -0.00021584331018074669 leaf_weight=85.679829456393236 13.248504470884653 5.6208276651450424 2.7054003184312014 leaf_count=2594 329 117 28 internal_value=0 -2.37039e-05 0.000164865 internal_weight=0 91.3007 15.9539 internal_count=3068 2711 357 is_linear=0 shrinkage=0.000400217 Tree=7250 num_leaves=4 num_cat=0 split_feature=13 40 52 split_gain=3.6291 2.11888 1.06155 threshold=0.17936000000000002 -0.092899999999999996 -0.077114999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032819347482074138 -8.397778754612834e-05 1.4538566217824945e-05 -0.00044928285545381088 leaf_weight=2.8663897338556117 2.0262120043480536 96.506124617243586 3.6227134657383422 leaf_count=51 54 2869 124 internal_value=0 4.29425e-06 -0.000322431 internal_weight=0 99.3725 5.64893 internal_count=3098 2920 178 is_linear=0 shrinkage=0.000400217 Tree=7251 num_leaves=3 num_cat=0 split_feature=10 2 split_gain=2.32484 2.75254 threshold=0.08302000000000001 0.092120000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0035723617936355332 0.018666377405070319 0.0030305330762327759 leaf_weight=49.927963065503718 2.7114410203066646 55.335516090073725 leaf_count=1802 78 1258 internal_value=0 -0.000101782 internal_weight=0 105.263 internal_count=3138 3060 is_linear=0 shrinkage=0.0204111 Tree=7252 num_leaves=4 num_cat=0 split_feature=42 156 33 split_gain=2.64382 4.01874 2.52062 threshold=-1.0000000180025095e-35 0.050840000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015106286191351561 -0.02160628855603965 0.013071041336897234 0.00150516513238492 leaf_weight=9.622845911075272 1.8976723619271059 2.5985594806224972 90.899517209329133 leaf_count=759 38 72 2212 internal_value=0 -0.00905085 0.00100707 internal_weight=0 12.2214 92.7972 internal_count=3081 831 2250 is_linear=0 shrinkage=0.0204111 Tree=7253 num_leaves=4 num_cat=0 split_feature=3 0 52 split_gain=2.53638 2.86358 2.56064 threshold=0.17769000000000004 -0.11980999999999999 0.17160000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.1508617577214368e-07 -3.0727800940740454e-05 0.00047973131777569069 -0.00027303426013439624 leaf_weight=93.546472183928927 3.396142152545508 3.5143261015182352 5.7526123385414385 leaf_count=2609 70 72 344 internal_value=0 0.000232377 -1.64982e-05 internal_weight=0 6.91047 99.2991 internal_count=3095 142 2953 is_linear=0 shrinkage=0.000400217 Tree=7254 num_leaves=4 num_cat=0 split_feature=52 15 47 split_gain=2.79074 3.84664 2.77593 threshold=0.11379500000000002 -0.035654999999999992 0.13206500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024125386805607897 0.00096392406600257885 -0.021397927372974978 -0.016273858076978721 leaf_weight=93.384692058572909 7.7628342692769365 5.3351758098415285 3.3227192385675144 leaf_count=2558 247 275 43 internal_value=0 -0.00824883 0.00175242 internal_weight=0 13.098 96.7074 internal_count=3123 522 2601 is_linear=0 shrinkage=0.0204111 Tree=7255 num_leaves=3 num_cat=0 split_feature=160 1373 split_gain=2.84479 2.33358 threshold=-0.25833999999999996 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021538255350397738 0.0027111825207891929 -0.020105089104403957 leaf_weight=2.0147960692129336 104.62882834720222 1.7906422194500908 leaf_count=261 2801 28 internal_value=0 0.00230654 internal_weight=0 106.419 internal_count=3090 2829 is_linear=0 shrinkage=0.0204111 Tree=7256 num_leaves=3 num_cat=0 split_feature=31 457 split_gain=2.30468 2.04141 threshold=-1.0000000180025095e-35 -0.15747999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021749811743911347 0.013417222809743999 -0.0018475875839081175 leaf_weight=1.7267645247775352 3.6746309174195622 101.61388584711312 leaf_count=88 40 2975 internal_value=0 -0.00130115 internal_weight=0 105.289 internal_count=3103 3015 is_linear=0 shrinkage=0.0204111 Tree=7257 num_leaves=4 num_cat=0 split_feature=150 0 15 split_gain=2.94263 5.1141 3.5098 threshold=0.082085000000000019 -0.074479999999999977 -0.031974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.006857103247611818 0.010030405130740754 0.0036436810074095371 -0.0075076562625563956 leaf_weight=44.332091684526858 19.066929628417714 34.088677160987572 6.2294768016436128 leaf_count=1846 264 833 138 internal_value=0 -0.00229384 0.00569744 internal_weight=0 78.4208 25.2964 internal_count=3081 2679 402 is_linear=0 shrinkage=0.0204111 Tree=7258 num_leaves=3 num_cat=0 split_feature=1446 158 split_gain=1.99136 1.94841 threshold=0.091160000000000005 0.11034000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.3858294604404525e-05 -0.00042116116104504696 -0.00039905276432526156 leaf_weight=101.64717146997555 1.5795659293144115 1.6635701804698317 leaf_count=2796 125 110 internal_value=0 1.66237e-05 internal_weight=0 103.311 internal_count=3031 2906 is_linear=0 shrinkage=0.000400217 Tree=7259 num_leaves=4 num_cat=0 split_feature=52 15 52 split_gain=2.39939 2.76436 1.37892 threshold=0.40945500000000007 -0.24269999999999997 0.41269500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020208521627576351 0.00056253529625558871 -4.3869574718641794e-05 0.00011480949716681772 leaf_weight=7.8267773043480693 1.4784556453232642 93.895889318449008 3.8570889952534344 leaf_count=233 16 2641 196 internal_value=0 -2.47439e-05 0.000247885 internal_weight=0 101.723 5.33554 internal_count=3086 2874 212 is_linear=0 shrinkage=0.000400217 Tree=7260 num_leaves=3 num_cat=0 split_feature=149 128 split_gain=2.01691 1.99152 threshold=0.10770500000000001 0.081680000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.3386917525240249e-06 -0.00048165247444468461 -0.00035696880032224878 leaf_weight=97.907670730854079 1.3411185338627536 2.4228088638174077 leaf_count=2795 22 229 internal_value=0 -6.72622e-06 internal_weight=0 100.33 internal_count=3046 3024 is_linear=0 shrinkage=0.000400217 Tree=7261 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.83032 2.38352 threshold=-0.5318799999999998 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036515109772463652 0.00050237108365768998 6.4412265638849082e-06 leaf_weight=3.1411879112129091 1.4640232743404329 103.47060046836395 leaf_count=41 31 2979 internal_value=0 1.38884e-05 internal_weight=0 104.935 internal_count=3051 3010 is_linear=0 shrinkage=0.000400217 Tree=7262 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=2.23902 2.60922 threshold=0.51362000000000008 -0.095604999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00013598140821192035 0.00041164907110099379 6.6933358998093855e-06 leaf_weight=27.820991203880112 1.7500186604156613 77.441562277007506 leaf_count=541 118 2447 internal_value=0 -3.11202e-05 internal_weight=0 105.263 internal_count=3106 2988 is_linear=0 shrinkage=0.000400217 Tree=7263 num_leaves=4 num_cat=0 split_feature=456 1373 2 split_gain=2.51277 2.6031 1.23975 threshold=0.087495000000000003 0.099250000000000019 0.11462500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020821773012402846 -0.022633087859795172 -0.023652578741449583 0.00047427675069401502 leaf_weight=102.19561573924238 2.6031665665650499 1.5526600787707128 1.4956324639497323 leaf_count=2925 122 24 37 internal_value=0 0.00167196 -0.0144129 internal_weight=0 103.748 4.0988 internal_count=3108 2949 159 is_linear=0 shrinkage=0.0204111 Tree=7264 num_leaves=3 num_cat=0 split_feature=151 31 split_gain=2.11516 2.02771 threshold=-0.52342999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022992387500639758 0.021658069729167149 0.00035969067370200929 leaf_weight=1.4760517409631564 1.7841689829801897 104.60818300226492 leaf_count=53 88 2996 internal_value=0 0.000739252 internal_weight=0 106.392 internal_count=3137 3084 is_linear=0 shrinkage=0.0204111 Tree=7265 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=2.52407 2.84916 threshold=0.10385500000000002 0.17936000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.0667813364166818e-05 0.000352054623603564 -0.00029242897819447021 leaf_weight=99.930470624194641 3.1694801662815726 5.115207742965139 leaf_count=2917 37 170 internal_value=0 -4.38716e-06 internal_weight=0 105.046 internal_count=3124 3087 is_linear=0 shrinkage=0.000400217 Tree=7266 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=3.01415 7.54339 2.29727 threshold=-0.097724999999999992 -0.077814999999999981 -0.061689999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.8612267862163681e-05 -0.00032673719186541268 7.7371875655140024e-06 0.00021234848057437137 leaf_weight=12.846765526574019 12.885364520406254 63.86197093237206 14.743461395089978 leaf_count=268 1333 1327 196 internal_value=0 -4.8813e-05 0.000105166 internal_weight=0 76.7473 27.5902 internal_count=3124 2660 464 is_linear=0 shrinkage=0.000400217 Tree=7267 num_leaves=4 num_cat=0 split_feature=1 47 15 split_gain=3.04658 3.55675 0.602072 threshold=0.13594500000000004 0.11764000000000001 -0.071019999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5292876205164174e-05 0.00040360584370349446 -0.00031708954212174951 0.00015133827342111482 leaf_weight=95.446730545472747 3.4109678485838231 5.0083496481602188 3.0287112041842184 leaf_count=2813 144 110 49 internal_value=0 7.88882e-06 0.000289573 internal_weight=0 100.455 6.43968 internal_count=3116 2923 193 is_linear=0 shrinkage=0.000400217 Tree=7268 num_leaves=4 num_cat=0 split_feature=133 123 43 split_gain=2.38787 4.9588 2.81159 threshold=0.088080000000000006 0.088610000000000008 -0.07440999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011244059446148869 -0.00032391381338082222 0.00040501730873836411 -3.0577854952024807e-05 leaf_weight=33.689990873222996 7.8663639466103614 1.7387864491320213 63.055606902994441 leaf_count=839 686 48 1527 internal_value=0 -0.000188812 1.92983e-05 internal_weight=0 9.60515 96.7456 internal_count=3100 734 2366 is_linear=0 shrinkage=0.000400217 Tree=7269 num_leaves=4 num_cat=0 split_feature=43 13 15 split_gain=3.07751 2.01156 0.153698 threshold=0.25537500000000007 -0.09194999999999999 -0.14601999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0069224936308660773 -0.0086840010034085671 0.00010287901828640073 -0.024631228533136828 leaf_weight=22.828683528059628 0.48043789280200178 84.019068114311267 1.8012895670408386 leaf_count=419 35 2516 156 internal_value=0 0.00156565 -0.0218367 internal_weight=0 106.848 2.28173 internal_count=3126 2935 191 is_linear=0 shrinkage=0.0204111 Tree=7270 num_leaves=4 num_cat=0 split_feature=4 42 13 split_gain=3.45654 2.51785 1.22415 threshold=-0.49977499999999991 0.085675000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0030225779599846567 0.003519885563819488 -0.0039280135808842497 -0.025585448482057929 leaf_weight=1.664873120258562 77.163016405239432 24.935186157546013 2.5365755759994491 leaf_count=38 1698 1210 94 internal_value=0 0.00169859 -0.0169552 internal_weight=0 102.098 4.20145 internal_count=3040 2908 132 is_linear=0 shrinkage=0.0204111 Tree=7271 num_leaves=4 num_cat=0 split_feature=15 52 50 split_gain=2.82859 3.25497 2.00122 threshold=-0.24269999999999997 0.40945500000000007 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016322323102938768 -0.0013281863133876581 0.015526888062742076 -0.010882131902168758 leaf_weight=6.8713188042456732 91.092917183924328 4.9250286689784835 1.261986988596618 leaf_count=236 2607 217 20 internal_value=0 -0.000446564 0.0120107 internal_weight=0 96.0179 8.13331 internal_count=3080 2824 256 is_linear=0 shrinkage=0.0204111 Tree=7272 num_leaves=4 num_cat=0 split_feature=15 4 49 split_gain=2.74343 4.78196 2.42094 threshold=0.084580000000000016 0.17888000000000001 -0.085174999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019561616038690197 -0.00036541972133609651 0.00019577750452811664 1.6501736288655699e-05 leaf_weight=9.4724517221329716 8.5293944930235721 3.302311143372207 85.392402252937245 leaf_count=143 978 21 1974 internal_value=0 -0.000208419 -4.88432e-06 internal_weight=0 11.8317 94.8649 internal_count=3116 999 2117 is_linear=0 shrinkage=0.000400217 Tree=7273 num_leaves=4 num_cat=0 split_feature=43 160 376 split_gain=2.47044 4.10749 3.4403 threshold=-0.07440999999999999 -1.0000000180025095e-35 0.08672500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001421362017106406 -6.4391859450083747e-05 0.00015622803295361305 0.00034198535228133784 leaf_weight=9.737152413274087 64.728853541189892 29.631111489801697 3.4072924170177421 leaf_count=489 1815 739 45 internal_value=0 8.22383e-05 -4.35424e-05 internal_weight=0 39.3683 68.1361 internal_count=3088 1228 1860 is_linear=0 shrinkage=0.000400217 Tree=7274 num_leaves=4 num_cat=0 split_feature=0 1 3 split_gain=2.67408 6.28185 3.64506 threshold=-0.07087499999999998 1.0000000180025095e-35 0.076840000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027730292880278793 0.00014747960199791918 9.3417042938083295e-06 -0.00014894051066999695 leaf_weight=15.895476488218263 27.558268278677133 52.084742819431995 8.6456827449728717 leaf_count=1286 650 1020 142 internal_value=0 -5.80288e-05 7.6452e-05 internal_weight=0 67.9802 36.204 internal_count=3098 2306 792 is_linear=0 shrinkage=0.000400217 Tree=7275 num_leaves=4 num_cat=0 split_feature=156 151 0 split_gain=2.35413 2.18554 0.196858 threshold=0.11896500000000002 -0.52342999999999995 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022829103609434236 -0.035690553711660175 0.00092835691778693085 -0.015801170088451645 leaf_weight=1.5269915811222734 0.51270940870745108 102.815503173666 0.84427931110985699 leaf_count=55 4 2967 89 internal_value=0 0.000556582 -0.0254636 internal_weight=0 104.342 1.35699 internal_count=3115 3022 93 is_linear=0 shrinkage=0.0204111 Tree=7276 num_leaves=4 num_cat=0 split_feature=52 0 1374 split_gain=3.01235 3.05784 2.32292 threshold=-0.24600999999999998 -0.016814999999999997 -0.095439999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042981736632176755 -0.00034024520256462982 0.000172889925449928 2.7672808350243335e-05 leaf_weight=4.6741301424735866 2.7158177555538705 1.8056818926706899 98.469301674568669 leaf_count=269 45 81 2716 internal_value=0 -0.000261781 1.74327e-05 internal_weight=0 6.47981 101.185 internal_count=3111 350 2761 is_linear=0 shrinkage=0.000400217 Tree=7277 num_leaves=4 num_cat=0 split_feature=13 13 40 split_gain=3.55852 3.22075 2.48292 threshold=0.17936000000000002 0.14307000000000003 -0.075659999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00075945715048077037 0.0095521020924427928 0.017603211551159771 -0.020873264558691162 leaf_weight=94.907446628008984 1.3680639312369747 4.8663408511783919 4.8737604044654281 leaf_count=2861 38 35 128 internal_value=0 0.0015998 -0.0141539 internal_weight=0 99.7738 6.24182 internal_count=3062 2896 166 is_linear=0 shrinkage=0.0204111 Tree=7278 num_leaves=4 num_cat=0 split_feature=1456 14 124 split_gain=2.50505 2.1917 0.677476 threshold=1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6841053690058924e-05 0.00011397301341719493 -0.00031022095907512839 -0.00043878864235253386 leaf_weight=102.09219693227806 0.37273841258138452 2.7190610697143702 2.1707279934271346 leaf_count=2713 6 102 263 internal_value=0 3.72568e-05 -0.000356393 internal_weight=0 104.811 2.54347 internal_count=3084 2815 269 is_linear=0 shrinkage=0.000400217 Tree=7279 num_leaves=4 num_cat=0 split_feature=49 13 49 split_gain=2.79732 7.63239 4.17391 threshold=-0.083659999999999984 0.095355000000000009 -0.079824999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015749677425364789 0.022129774869596552 0.025106333194271739 0.0013528802229039111 leaf_weight=9.9368572671373823 4.1106303037377065 2.2451359387487164 88.053895427996395 leaf_count=185 47 21 2806 internal_value=0 -0.00805985 0.00230528 internal_weight=0 12.182 92.1645 internal_count=3059 206 2853 is_linear=0 shrinkage=0.0204111 Tree=7280 num_leaves=3 num_cat=0 split_feature=3 456 split_gain=1.98787 2.00269 threshold=-0.58647999999999989 -0.077039999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0010341101969169057 -0.00041001294925396413 1.2910388181745354e-05 leaf_weight=0.18319761380553146 1.7117003834136983 108.10411482816107 leaf_count=2 52 3052 internal_value=0 5.90737e-06 internal_weight=0 109.816 internal_count=3106 3104 is_linear=0 shrinkage=0.000400217 Tree=7281 num_leaves=3 num_cat=0 split_feature=52 43 split_gain=1.99682 1.94379 threshold=-0.51586999999999994 -0.053524999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019864443761932599 0.0052763848616465582 -0.00039281584753335299 leaf_weight=1.7025867183001526 40.161414582244106 67.266038534164181 leaf_count=207 1314 1567 internal_value=0 0.00172988 internal_weight=0 107.427 internal_count=3088 2881 is_linear=0 shrinkage=0.0204111 Tree=7282 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=2.29486 2.08815 threshold=-1.0000000180025095e-35 0.51074000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042237055688918915 -2.2638268724107866e-05 0.00034111976548164321 leaf_weight=1.8589270502707211 101.16035934269075 2.4806248295062678 leaf_count=94 2903 106 internal_value=0 -1.35731e-05 internal_weight=0 103.641 internal_count=3103 3009 is_linear=0 shrinkage=0.000400217 Tree=7283 num_leaves=4 num_cat=0 split_feature=14 155 15 split_gain=1.81389 1.84825 0.356084 threshold=0.077685000000000018 0.098655000000000007 -0.15973499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1258190613835759e-05 -0.00010401326317717848 -0.00040868990487854281 -0.0004417675980424325 leaf_weight=103.93948788695525 0.82414960145979455 1.5942280876661232 1.6132592934809498 leaf_count=2833 17 148 84 internal_value=0 4.48789e-06 -0.000337148 internal_weight=0 105.534 2.43741 internal_count=3082 2981 101 is_linear=0 shrinkage=0.000400217 Tree=7284 num_leaves=3 num_cat=0 split_feature=1132 0 split_gain=2.09873 2.12554 threshold=-1.0000000180025095e-35 -0.10726999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022968280054637982 0.0041321016642993993 -0.0018153571382113849 leaf_weight=1.4795807225746092 42.652480318341986 60.279011603898653 leaf_count=23 527 2537 internal_value=0 0.000650947 internal_weight=0 102.931 internal_count=3087 3064 is_linear=0 shrinkage=0.0204111 Tree=7285 num_leaves=4 num_cat=0 split_feature=52 147 484 split_gain=3.79167 3.4937 2.52328 threshold=-0.046989999999999997 0.089245000000000005 -0.0048899999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018367833182988114 -0.0040108321831700058 0.012003625739979325 0.0064028763373176114 leaf_weight=1.685136618616524 61.408802208065026 6.1435606570448718 39.138624053863168 leaf_count=165 2074 82 801 internal_value=0 -0.00253694 0.00533294 internal_weight=0 67.5524 40.8238 internal_count=3122 2156 966 is_linear=0 shrinkage=0.0204111 Tree=7286 num_leaves=3 num_cat=0 split_feature=156 49 split_gain=2.09781 2.05085 threshold=-1.0000000180025095e-35 -0.083659999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02031682163754768 -0.0053846743252174041 0.0027037164089140859 leaf_weight=1.7408090258022628 15.048295015913025 94.383249759982391 leaf_count=160 206 2748 internal_value=0 0.00158709 internal_weight=0 109.432 internal_count=3114 2954 is_linear=0 shrinkage=0.0204111 Tree=7287 num_leaves=4 num_cat=0 split_feature=4 11 13 split_gain=2.27729 2.722 0.0994056 threshold=0.51074000000000008 0.081005000000000008 -0.072309999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6893852995146278e-05 0.0001898655250710409 -0.00021673863985228244 0.00042323858933952969 leaf_weight=96.693979759721515 0.65937076410045881 7.1765216297826546 2.1453108803543719 leaf_count=2751 83 179 61 internal_value=0 1.91556e-05 0.000377768 internal_weight=0 103.871 2.80468 internal_count=3074 2930 144 is_linear=0 shrinkage=0.000400217 Tree=7288 num_leaves=4 num_cat=0 split_feature=49 3 11 split_gain=1.88724 3.56706 3.30742 threshold=-0.00025999999999999992 -0.095649999999999985 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0078213172673645744 0.003243191640643333 -0.0078874772345150831 -0.012285298072521418 leaf_weight=7.87459271028274 65.02448942097999 24.496286793662875 6.1538196603833049 leaf_count=97 2267 537 205 internal_value=0 -0.00405234 0.00188347 internal_weight=0 32.3709 71.1783 internal_count=3106 634 2472 is_linear=0 shrinkage=0.0204111 Tree=7289 num_leaves=3 num_cat=0 split_feature=4 1373 split_gain=2.79706 2.65327 threshold=0.51074000000000008 0.099250000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.1896352470436571e-05 0.00041928152219608973 -0.0004939546265551332 leaf_weight=101.90157211781116 2.6875297469086936 1.5105923283845175 leaf_count=2908 151 25 internal_value=0 1.3835e-05 internal_weight=0 103.412 internal_count=3084 2933 is_linear=0 shrinkage=0.000400217 Tree=7290 num_leaves=4 num_cat=0 split_feature=3 2 11 split_gain=2.50914 2.49407 1.70214 threshold=-0.15490999999999996 0.097925000000000012 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014866244052870643 -0.004171050368826249 0.0026775430087599772 -0.0031295775610533567 leaf_weight=6.9298277595080418 54.409975285299879 37.216197776812805 3.1285343606868992 leaf_count=81 2078 827 121 internal_value=0 -0.00138945 0.00929603 internal_weight=0 91.6262 10.0584 internal_count=3107 2905 202 is_linear=0 shrinkage=0.0204111 Tree=7291 num_leaves=4 num_cat=0 split_feature=43 13 48 split_gain=2.64184 3.2053 2.46269 threshold=-0.060849999999999994 -0.10939499999999998 0.086665000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025323545043789549 0.0059809294624194225 -0.0040122182860123975 0.01482186705114105 leaf_weight=30.41640224216826 18.107878581111436 50.173425452734591 8.6597338386854954 leaf_count=1163 271 1439 240 internal_value=0 -0.00135663 0.00529042 internal_weight=0 68.2813 39.0761 internal_count=3113 1710 1403 is_linear=0 shrinkage=0.0204111 Tree=7292 num_leaves=3 num_cat=0 split_feature=4 12 split_gain=3.06425 2.63536 threshold=0.51074000000000008 0.10042000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002136218494401629 0.021379685835992129 -0.01093797657392068 leaf_weight=93.312779473140836 2.5400175530958213 9.6389468309125714 leaf_count=2567 147 397 internal_value=0 -0.000841205 internal_weight=0 102.952 internal_count=3111 2964 is_linear=0 shrinkage=0.0204111 Tree=7293 num_leaves=4 num_cat=0 split_feature=1429 1 43 split_gain=2.36491 2.29554 0.157021 threshold=-1.0000000180025095e-35 0.076845000000000011 -0.080569999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0087237360003016799 -0.0037628753862629285 0.0028109467262620903 -0.025721991549997655 leaf_weight=0.45322672919792228 31.832390578733794 71.935137740481878 1.3355139366467472 leaf_count=42 1524 1407 103 internal_value=0 0.000792437 -0.0221826 internal_weight=0 103.768 1.78874 internal_count=3076 2931 145 is_linear=0 shrinkage=0.0204111 Tree=7294 num_leaves=4 num_cat=0 split_feature=457 49 0 split_gain=2.36776 4.38707 4.12866 threshold=0.079930000000000015 -0.085934999999999984 -0.075359999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0051840601540698566 -0.014879120936570119 0.011645184725803573 0.0037494601349479231 leaf_weight=50.88834399168536 3.0758851064820218 14.144276654973508 37.2227689212923 leaf_count=1942 46 212 880 internal_value=0 0.00684187 -0.0014101 internal_weight=0 17.2202 88.1111 internal_count=3080 258 2822 is_linear=0 shrinkage=0.0204111 Tree=7295 num_leaves=4 num_cat=0 split_feature=453 4 4 split_gain=2.33547 2.9275 0.211158 threshold=1.0000000180025095e-35 0.27150500000000005 0.41548500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031888845554360666 -0.0085067984423599224 0.0099931678283878087 -0.018640488057172572 leaf_weight=89.314655572101401 2.0255864603095679 15.147277267620664 1.9986512162722645 leaf_count=2724 59 359 17 internal_value=0 0.00173088 -0.0139081 internal_weight=0 104.462 4.02424 internal_count=3159 3083 76 is_linear=0 shrinkage=0.0204111 Tree=7296 num_leaves=4 num_cat=0 split_feature=1 43 13 split_gain=2.13347 2.60365 1.90862 threshold=0.12700000000000003 0.25035000000000007 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8978798055334414e-06 0.00045130155980471304 -0.00045256989674251612 7.5303981794572691e-05 leaf_weight=96.014227158400899 2.8779130289622108 1.9505408625991538 8.0361217235622444 leaf_count=2652 147 180 127 internal_value=0 -7.6572e-06 0.000178027 internal_weight=0 97.9648 10.914 internal_count=3106 2832 274 is_linear=0 shrinkage=0.000400217 Tree=7297 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=2.75016 4.162 2.9486 threshold=0.10100500000000003 0.10695500000000001 0.099610000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0024092136224931897 0.0086782732820670522 -0.0049680493864832018 -0.018294548585076498 leaf_weight=59.305957566933102 22.928493789288041 15.53094431228237 5.1977756417154515 leaf_count=2004 543 237 307 internal_value=0 0.0031691 -0.00371875 internal_weight=0 38.4594 64.5037 internal_count=3091 780 2311 is_linear=0 shrinkage=0.0204111 Tree=7298 num_leaves=3 num_cat=0 split_feature=47 46 split_gain=3.03971 2.56877 threshold=0.13206500000000002 0.084955000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00070711647040818542 -0.017833008184007727 -0.024112016303758577 leaf_weight=98.267513786310701 3.9080061957720309 1.6566147658741091 leaf_count=2969 65 35 internal_value=0 0.000269119 internal_weight=0 99.9241 internal_count=3069 3004 is_linear=0 shrinkage=0.0204111 Tree=7299 num_leaves=3 num_cat=0 split_feature=1373 3 split_gain=2.3249 2.02775 threshold=0.099250000000000019 -0.078644999999999979 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.6721495468166531e-05 -0.0004658466136331648 6.5924599624563003e-05 leaf_weight=41.405302323021715 1.4707835605368007 66.66533909788177 leaf_count=1734 21 1353 internal_value=0 2.27626e-05 internal_weight=0 108.071 internal_count=3108 3087 is_linear=0 shrinkage=0.000400217 Tree=7300 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=2.46631 5.68549 3.43332 threshold=-0.074249999999999997 0.088470000000000007 -0.053009999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010922581331480243 0.009400285166859956 0.0017043371033541219 -0.0027657148929315424 leaf_weight=24.253477252847006 19.275145186191367 38.001457100639527 19.190234679808782 leaf_count=1489 418 704 504 internal_value=0 -0.00322568 0.0033403 internal_weight=0 62.2549 38.4654 internal_count=3115 2193 922 is_linear=0 shrinkage=0.0204111 Tree=7301 num_leaves=4 num_cat=0 split_feature=376 2 1 split_gain=3.27833 3.44794 1.02125 threshold=0.048375000000000008 0.084020000000000011 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0083586903192990995 0.0042183434819691714 0.00066641876183001054 0.020154771013432857 leaf_weight=23.491801514577674 3.1556467942427835 69.689955760199155 3.6468634687480517 leaf_count=822 22 2083 131 internal_value=0 -0.00161618 0.01295 internal_weight=0 93.1818 6.80251 internal_count=3058 2905 153 is_linear=0 shrinkage=0.0204111 Tree=7302 num_leaves=4 num_cat=0 split_feature=43 43 43 split_gain=2.32809 3.3932 3.39216 threshold=-0.060849999999999994 -0.00088499999999999983 -0.078969999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.4404373388999532e-06 -0.00036551803771120054 -3.5149563893659338e-05 0.00027948145368214523 leaf_weight=31.911963000872674 5.3310115065432901 58.964188786829254 8.6665639496241038 leaf_count=1048 561 1158 343 internal_value=0 -6.31297e-05 5.91614e-05 internal_weight=0 64.2952 40.5785 internal_count=3110 1719 1391 is_linear=0 shrinkage=0.000400217 Tree=7303 num_leaves=4 num_cat=0 split_feature=12 49 3 split_gain=2.93843 3.99264 3.86211 threshold=0.084045000000000022 -0.21083999999999997 -0.015559999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020831449934342257 0.00025412654781797146 -0.0001313292869600541 -1.3257705625922256e-05 leaf_weight=17.385066224603179 4.752945563850516 37.679653716184475 44.982567422317516 leaf_count=377 44 2041 647 internal_value=0 -8.75986e-05 4.87685e-05 internal_weight=0 42.4326 62.3676 internal_count=3109 2085 1024 is_linear=0 shrinkage=0.000400217 Tree=7304 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=2.37992 2.15342 threshold=-0.51586999999999994 -0.39018999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039340655074450746 -0.00043203637705443955 4.2663769264574243e-05 leaf_weight=1.9978133726399381 1.4417458260222691 106.07764851889624 leaf_count=217 162 2732 internal_value=0 3.58556e-05 internal_weight=0 107.519 internal_count=3111 2894 is_linear=0 shrinkage=0.000400217 Tree=7305 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.84451 3.9096 threshold=-0.5318799999999998 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015050383796454495 0.024812878299658763 0.00023141211781674856 leaf_weight=3.0064696914632796 2.6565214472357175 102.42424931032201 leaf_count=38 32 3031 internal_value=0 0.0008786 internal_weight=0 105.081 internal_count=3101 3063 is_linear=0 shrinkage=0.0204111 Tree=7306 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=2.36126 4.25352 1.69499 threshold=0.12700000000000003 0.10042000000000002 -0.040424999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3897882552469056e-05 0.00044514656517914946 -0.00031615906462870174 8.9310156319737262e-05 leaf_weight=89.00806174227364 2.8634649144660216 6.6142146634683732 7.9698932342289464 leaf_count=2455 149 355 127 internal_value=0 -9.2753e-06 0.000186956 internal_weight=0 95.6223 10.8334 internal_count=3086 2810 276 is_linear=0 shrinkage=0.000400217 Tree=7307 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=2.20588 2.32345 threshold=0.084955000000000017 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00087233509861032023 -0.017583332717449027 0.020104812462041214 leaf_weight=101.8042190710421 2.5113947404897763 2.5745509157859479 leaf_count=2952 43 115 internal_value=0 0.00136775 internal_weight=0 104.379 internal_count=3110 3067 is_linear=0 shrinkage=0.0204111 Tree=7308 num_leaves=4 num_cat=0 split_feature=9 49 2 split_gain=2.27839 3.15432 1.79361 threshold=0.084755000000000011 -0.085934999999999984 -0.14169499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014928333510608055 1.8238736039292531e-05 5.9337112084414908e-05 -0.00040461226659006339 leaf_weight=13.246908048000476 2.9257069201848935 88.65032931803762 3.4272046140395096 leaf_count=187 57 2791 49 internal_value=0 3.20818e-05 -0.000212933 internal_weight=0 101.897 6.35291 internal_count=3084 2978 106 is_linear=0 shrinkage=0.000400217 Tree=7309 num_leaves=4 num_cat=0 split_feature=12 3 0 split_gain=3.62762 3.98308 2.88381 threshold=0.085685000000000025 -0.015214999999999998 -0.06951499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0094616213432960547 -0.011257674949482065 -0.0012145160551463887 0.0005435447038930494 leaf_weight=22.006846193783531 18.366163686436266 42.532845810987055 16.162499269830732 leaf_count=656 1377 644 422 internal_value=0 0.00243593 -0.00574975 internal_weight=0 64.5397 34.5287 internal_count=3099 1300 1799 is_linear=0 shrinkage=0.0204111 Tree=7310 num_leaves=4 num_cat=0 split_feature=52 52 131 split_gain=2.68736 3.87707 2.5007 threshold=-0.048794999999999991 -0.0059799999999999992 0.097135000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0028417902782579643 -0.016540788654898563 -0.00078076046429801618 0.023520100375692021 leaf_weight=37.174563544984267 7.1742486586963414 60.635551553367804 2.5001505914406144 leaf_count=889 259 1886 53 internal_value=0 -0.00247268 0.00420738 internal_weight=0 67.8098 39.6747 internal_count=3087 2145 942 is_linear=0 shrinkage=0.0204111 Tree=7311 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=3.04219 4.61454 2.6623 threshold=1.0000000180025095e-35 0.018230000000000003 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023360502944943715 -0.00018841887614162289 6.6580987846591016e-05 6.8001222233573383e-05 leaf_weight=18.590327286665342 7.0655542482563751 14.53899299752811 67.505302151748765 leaf_count=1265 188 308 1348 internal_value=0 -0.000102086 4.34595e-05 internal_weight=0 33.1293 74.5709 internal_count=3109 1573 1536 is_linear=0 shrinkage=0.000400217 Tree=7312 num_leaves=4 num_cat=0 split_feature=158 49 15 split_gain=2.40378 2.74209 2.02795 threshold=0.08413000000000001 -0.085934999999999984 -0.24124999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0071625021119081592 0.016606903859487467 0.0026886740803001435 -0.016792918232452606 leaf_weight=13.538446581704191 0.79535526389372524 85.52708130440169 5.0456931339394933 leaf_count=190 66 2567 268 internal_value=0 0.00133583 -0.0120182 internal_weight=0 99.0655 5.84105 internal_count=3091 2757 334 is_linear=0 shrinkage=0.0204111 Tree=7313 num_leaves=4 num_cat=0 split_feature=453 0 0 split_gain=1.86501 3.39522 0.970512 threshold=1.0000000180025095e-35 -0.23075999999999999 -0.18333999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014358787591736264 -0.024341787149696672 0.00011145157810649504 -0.0033512402301529068 leaf_weight=7.3999061707290812 1.6862199988681825 96.342097536251458 1.9596094503212942 leaf_count=79 21 2956 57 internal_value=0 0.0011421 -0.0134955 internal_weight=0 103.742 3.64583 internal_count=3113 3035 78 is_linear=0 shrinkage=0.0204111 Tree=7314 num_leaves=4 num_cat=0 split_feature=402 1373 12 split_gain=2.53103 2.17641 0.310984 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040841150664970268 -0.023754277440678491 0.0013973922982236688 -0.021600485672585594 leaf_weight=0.17888346407562528 1.3420693087391544 101.37971363639281 2.2429685525094092 leaf_count=7 24 2773 352 internal_value=0 0.00104328 -0.0196067 internal_weight=0 102.722 2.42185 internal_count=3156 2797 359 is_linear=0 shrinkage=0.0204111 Tree=7315 num_leaves=3 num_cat=0 split_feature=1373 133 split_gain=2.18375 2.24579 threshold=0.09586500000000002 0.10681500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00046479944427688986 -0.025412873134717118 -0.016698477649377125 leaf_weight=102.95232878750267 1.3230632419290476 3.1651732025238735 leaf_count=2682 27 432 internal_value=0 -6.41916e-05 internal_weight=0 106.118 internal_count=3141 3114 is_linear=0 shrinkage=0.0204111 Tree=7316 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=2.15289 2.2587 threshold=1.0000000180025095e-35 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00017343889564075266 -0.013489610028338572 0.019929817435967993 leaf_weight=97.759190939202199 4.5769028501999847 2.3599337822670341 leaf_count=2904 73 112 internal_value=0 0.000660865 internal_weight=0 100.119 internal_count=3089 3016 is_linear=0 shrinkage=0.0204111 Tree=7317 num_leaves=3 num_cat=0 split_feature=151 480 split_gain=2.00161 1.97161 threshold=-0.52342999999999995 0.086640000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022719328567080411 0.00075111779007322401 -0.017218753340061017 leaf_weight=1.4856827051116841 101.4986179622656 2.4970586259478287 leaf_count=50 2850 197 internal_value=0 0.000301585 internal_weight=0 103.996 internal_count=3097 3047 is_linear=0 shrinkage=0.0204111 Tree=7318 num_leaves=4 num_cat=0 split_feature=42 475 52 split_gain=2.26115 3.56123 2.98312 threshold=-1.0000000180025095e-35 -0.0019549999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027512460164708536 -2.5476059010990377e-05 -0.00026205248516204989 0.00013068825980960857 leaf_weight=2.3472662522726742 67.748962850634598 10.226067274941668 27.437635760536068 leaf_count=48 1474 791 777 internal_value=0 -0.000160226 1.96391e-05 internal_weight=0 12.5733 95.1866 internal_count=3090 839 2251 is_linear=0 shrinkage=0.000400217 Tree=7319 num_leaves=4 num_cat=0 split_feature=1447 160 159 split_gain=2.34725 3.1489 0.57176 threshold=-0.086009999999999989 -0.091964999999999977 -0.032069999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014498203131416924 -0.00024611028697062967 1.8207680062242485e-05 0.00052762512678894056 leaf_weight=1.2133872451504433 7.7019947026919899 94.759966634370357 1.4902892094833067 leaf_count=77 419 2543 32 internal_value=0 -1.90788e-06 0.000368492 internal_weight=0 102.462 2.70368 internal_count=3071 2962 109 is_linear=0 shrinkage=0.000400217 Tree=7320 num_leaves=3 num_cat=0 split_feature=8 34 split_gain=2.19104 2.39809 threshold=1.0000000180025095e-35 -0.086809999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.024611062053188006 0.016268628830715264 -0.00011474935366518074 leaf_weight=1.5811766927072302 3.2319931455640463 99.981253818120422 leaf_count=39 71 2977 internal_value=0 -0.000522803 internal_weight=0 101.562 internal_count=3087 3016 is_linear=0 shrinkage=0.0204111 Tree=7321 num_leaves=3 num_cat=0 split_feature=10 13 split_gain=2.75045 2.99777 threshold=0.08302000000000001 -0.083999999999999977 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0039442376012539223 0.020053844395602333 -0.0035684346910943663 leaf_weight=32.309989934370606 2.4932114919429287 69.610167219054347 leaf_count=905 76 2127 internal_value=0 -0.00118511 internal_weight=0 101.92 internal_count=3108 3032 is_linear=0 shrinkage=0.0204111 Tree=7322 num_leaves=4 num_cat=0 split_feature=0 16 47 split_gain=2.19169 4.01366 3.77739 threshold=-0.087944999999999982 -0.54034499999999996 0.086425000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0048239980770414248 -0.060155870290994576 -0.0033071653832965737 -0.0078059167123355356 leaf_weight=44.757849361976696 0.41214417666196723 43.980078455521834 12.538992881032753 leaf_count=872 10 2006 190 internal_value=0 -0.00398498 0.0020502 internal_weight=0 44.3922 57.2968 internal_count=3078 2016 1062 is_linear=0 shrinkage=0.0204111 Tree=7323 num_leaves=3 num_cat=0 split_feature=4 11 split_gain=2.61155 2.53354 threshold=0.51026500000000008 0.081130000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00044324142210329235 0.02136792505445638 -0.012465262676061673 leaf_weight=97.147415558661123 2.2365059272415229 6.6638948536419766 leaf_count=2766 143 175 internal_value=0 -0.000397924 internal_weight=0 103.811 internal_count=3084 2941 is_linear=0 shrinkage=0.0204111 Tree=7324 num_leaves=3 num_cat=0 split_feature=1374 1456 split_gain=3.81288 2.79702 threshold=-0.095439999999999983 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045623589477618282 -0.00039251228850162848 1.8896392233161959e-05 leaf_weight=2.8036520157475016 2.6074733590339738 99.204077209598836 leaf_count=47 293 2755 internal_value=0 7.94028e-06 internal_weight=0 101.812 internal_count=3095 3048 is_linear=0 shrinkage=0.000400217 Tree=7325 num_leaves=3 num_cat=0 split_feature=51 48 split_gain=2.31144 2.29309 threshold=-0.40148999999999996 -0.095559999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040848415844047604 -0.00032409981490404122 3.1134543896519108e-05 leaf_weight=1.9368834932101879 2.8862213062820947 99.977989305081792 leaf_count=114 42 2893 internal_value=0 2.08256e-05 internal_weight=0 102.864 internal_count=3049 2935 is_linear=0 shrinkage=0.000400217 Tree=7326 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=2.63035 2.40641 1.59384 threshold=0.12856000000000004 0.11764000000000001 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026882739241285012 0.019151014581795339 -0.016150013238636369 0.0031964610778480924 leaf_weight=90.268029602879324 4.6076684088620805 3.7666141847294048 5.9553268917370588 leaf_count=2765 135 84 125 internal_value=0 -0.000407264 0.0102838 internal_weight=0 94.0346 10.563 internal_count=3109 2849 260 is_linear=0 shrinkage=0.0204111 Tree=7327 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=3.81474 2.20537 threshold=0.15398500000000004 -0.25351499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00041450241111993152 -0.00037175030280215559 3.6187757056165808e-05 leaf_weight=1.6578469534406384 3.8484735678357529 101.50801525139104 leaf_count=191 54 2879 internal_value=0 2.85038e-05 internal_weight=0 103.166 internal_count=3124 3070 is_linear=0 shrinkage=0.000400217 Tree=7328 num_leaves=4 num_cat=0 split_feature=43 16 160 split_gain=2.53773 5.03448 4.6649 threshold=-0.07440999999999999 0.15627500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0082486613315629412 -0.00069822552960193589 -0.017766683747794259 0.0079529421611335381 leaf_weight=9.8600483345144294 60.303407836094266 8.0651663799180806 28.729899019097502 leaf_count=501 1624 261 733 internal_value=0 -0.00273748 0.00380141 internal_weight=0 68.3686 38.5899 internal_count=3119 1885 1234 is_linear=0 shrinkage=0.0204111 Tree=7329 num_leaves=4 num_cat=0 split_feature=14 1374 15 split_gain=2.14982 2.17039 0.640945 threshold=0.064610000000000015 -0.094679999999999986 -0.15973499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028832654158394153 -4.2172711529704299e-05 3.194970866383151e-05 -0.00044289856503547864 leaf_weight=3.3928929344983763 0.9558388001751158 102.92780423319437 1.9874086304662331 leaf_count=59 18 2932 98 internal_value=0 2.14365e-05 -0.000319075 internal_weight=0 106.321 2.94325 internal_count=3107 2991 116 is_linear=0 shrinkage=0.000400217 Tree=7330 num_leaves=3 num_cat=0 split_feature=46 124 split_gain=2.38812 2.52871 threshold=0.081930000000000017 -0.061329999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002298516106087867 -0.00033087741835566487 1.5807445961096203e-05 leaf_weight=9.5935610257438366 2.8252825930248937 99.471571243089784 leaf_count=251 51 2800 internal_value=0 3.48516e-05 internal_weight=0 109.065 internal_count=3102 3051 is_linear=0 shrinkage=0.000400217 Tree=7331 num_leaves=3 num_cat=0 split_feature=13 2 split_gain=3.12251 2.7249 threshold=-0.5318799999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021536306565805744 -0.0051115718952115747 0.0028082689935291214 leaf_weight=2.5186578577267928 23.400819226560998 78.523754726975312 leaf_count=34 740 2300 internal_value=0 0.000986342 internal_weight=0 101.925 internal_count=3074 3040 is_linear=0 shrinkage=0.0204111 Tree=7332 num_leaves=4 num_cat=0 split_feature=1429 14 157 split_gain=2.23079 1.98577 0.164633 threshold=-1.0000000180025095e-35 0.073890000000000011 -0.089034999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0086210071145761784 0.0013537649268142461 -0.015589158574567632 -0.026179098300244782 leaf_weight=0.44646854312941275 104.2467720049799 2.8521358329962814 1.2024165947659629 leaf_count=38 2879 110 99 internal_value=0 0.000886751 -0.0222754 internal_weight=0 107.099 1.64889 internal_count=3126 2989 137 is_linear=0 shrinkage=0.0204111 Tree=7333 num_leaves=4 num_cat=0 split_feature=43 484 151 split_gain=2.57032 4.02442 3.29035 threshold=-0.07440999999999999 0.085835000000000009 -0.084129999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016777042569043652 -5.9246680450871228e-05 0.00024621430489955094 0.00015154981529967882 leaf_weight=6.015505165232752 61.958072630616698 7.6627287938736108 33.396243242662422 leaf_count=219 1711 167 1000 internal_value=0 -2.52851e-05 0.000102474 internal_weight=0 69.6208 39.4117 internal_count=3097 1878 1219 is_linear=0 shrinkage=0.000400217 Tree=7334 num_leaves=3 num_cat=0 split_feature=148 474 split_gain=2.34738 2.00347 threshold=0.089690000000000006 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023313101676721352 -0.021600866577658143 0.00076086354574786614 leaf_weight=1.3488273394686974 1.9443521836074058 102.15475291299663 leaf_count=120 33 2964 internal_value=0 0.000422286 internal_weight=0 103.504 internal_count=3117 3084 is_linear=0 shrinkage=0.0204111 Tree=7335 num_leaves=4 num_cat=0 split_feature=43 480 52 split_gain=2.649 2.35205 0.0903633 threshold=0.25537500000000007 0.08456000000000001 -0.031184999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0971394283258938e-05 -0.0001750712885748204 -0.00036198296469199833 -0.00047622818492470086 leaf_weight=100.7223055145314 0.37023832495469866 2.5241798730849032 1.701991647169051 leaf_count=2700 35 220 144 internal_value=0 1.12269e-05 -0.000434154 internal_weight=0 103.246 2.07223 internal_count=3099 2920 179 is_linear=0 shrinkage=0.000400217 Tree=7336 num_leaves=3 num_cat=0 split_feature=124 48 split_gain=2.39005 2.44914 threshold=0.10385500000000002 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00075238823084951007 0.017051907566852677 -0.01340081625330156 leaf_weight=97.578325839668651 3.4366880217567077 5.2619777958898331 leaf_count=2977 42 95 internal_value=0 1.44316e-05 internal_weight=0 102.84 internal_count=3114 3072 is_linear=0 shrinkage=0.0204111 Tree=7337 num_leaves=4 num_cat=0 split_feature=43 12 52 split_gain=2.55777 2.36009 2.30047 threshold=0.075180000000000011 0.099035000000000026 -0.048794999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.8638680804126375e-05 0.00022677640615411599 -0.0002055868662545097 -7.2412328132539285e-05 leaf_weight=34.605652576981811 12.33388396695227 2.3235081380307738 56.072789063172422 leaf_count=860 221 117 1870 internal_value=0 0.000157199 -2.23886e-05 internal_weight=0 14.6574 90.6784 internal_count=3068 338 2730 is_linear=0 shrinkage=0.000400217 Tree=7338 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=2.35706 3.2946 threshold=-0.52337999999999985 -0.49367499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021695578047650883 -0.019847880109745124 0.00054435156864594727 leaf_weight=1.9905876638367761 3.3028103309043209 98.688508526056467 leaf_count=19 132 2956 internal_value=0 -0.000137056 internal_weight=0 101.991 internal_count=3107 3088 is_linear=0 shrinkage=0.0204111 Tree=7339 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=2.52203 2.52648 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020208485053334474 0.024077468061571558 0.00074155117351197434 leaf_weight=2.2365186589013311 1.8579067556711368 103.55355626434175 leaf_count=269 23 2838 internal_value=0 0.00117796 internal_weight=0 105.411 internal_count=3130 2861 is_linear=0 shrinkage=0.0204111 Tree=7340 num_leaves=4 num_cat=0 split_feature=16 0 9 split_gain=3.54287 4.95733 3.66416 threshold=-0.008454999999999999 0.15238000000000004 0.081505000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023067191056658463 0.0059501775084351109 -0.041522725927781161 -0.017429872869373617 leaf_weight=57.865244192512364 41.61394970688707 1.2635982489737205 2.8855211474001399 leaf_count=2018 1037 14 44 internal_value=0 -0.00322167 0.00439418 internal_weight=0 59.1288 44.4995 internal_count=3113 2032 1081 is_linear=0 shrinkage=0.0204111 Tree=7341 num_leaves=4 num_cat=0 split_feature=1 159 15 split_gain=3.24615 2.40928 1.71895 threshold=0.12700000000000003 0.107895 0.14508500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1995672705040441e-05 0.00027491300363247394 -0.00036956159955575381 -0.00017841767336479315 leaf_weight=91.319744421553878 9.0262873500323604 3.009941022086422 1.4905273037729774 leaf_count=2634 253 162 24 internal_value=0 -2.38298e-05 0.000209461 internal_weight=0 94.3297 10.5168 internal_count=3073 2796 277 is_linear=0 shrinkage=0.000400217 Tree=7342 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=2.53591 9.47483 2.67077 threshold=0.076845000000000011 -0.084074999999999997 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041647145080933996 7.4379220579682626e-05 5.0730507206375651e-05 -9.9547365566917152e-05 leaf_weight=10.443639465343042 53.067809886728355 20.309858099227313 19.157796505744045 leaf_count=771 1212 774 303 internal_value=0 -0.000108863 2.81626e-05 internal_weight=0 30.7535 72.2256 internal_count=3060 1545 1515 is_linear=0 shrinkage=0.000400217 Tree=7343 num_leaves=3 num_cat=0 split_feature=1365 4 split_gain=2.34534 2.24176 threshold=1.0000000180025095e-35 -0.22295999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.007809407726131052 -0.020702040950087035 0.0011221596441210232 leaf_weight=13.400513023196252 2.237060888321138 87.537081835669596 leaf_count=232 59 2797 internal_value=0 -7.09379e-05 internal_weight=0 100.938 internal_count=3088 3029 is_linear=0 shrinkage=0.0204111 Tree=7344 num_leaves=4 num_cat=0 split_feature=1 14 43 split_gain=2.31817 2.78347 1.79549 threshold=0.13662500000000002 0.077685000000000018 -0.24360499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9337828442641654e-05 -0.00014972578575324691 -0.00050096310694767456 0.00033341413592616917 leaf_weight=95.796863061984368 1.5596324559301136 1.8497929900768202 4.9097359305160344 leaf_count=2832 10 93 162 internal_value=0 -2.90249e-05 0.000216373 internal_weight=0 97.6467 6.46937 internal_count=3097 2925 172 is_linear=0 shrinkage=0.000400217 Tree=7345 num_leaves=4 num_cat=0 split_feature=0 15 3 split_gain=2.48992 3.79042 3.05356 threshold=-0.10726999999999999 -0.11664999999999999 0.17769000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8171003858351781e-05 -5.5273181612908927e-05 0.00015693997111645489 0.00035273284924382671 leaf_weight=12.656269426108336 56.507843654500903 34.704815528348263 2.9878025515645268 leaf_count=206 2425 355 68 internal_value=0 8.86961e-05 -3.41595e-05 internal_weight=0 47.3611 59.4956 internal_count=3054 561 2493 is_linear=0 shrinkage=0.000400217 Tree=7346 num_leaves=4 num_cat=0 split_feature=2 146 48 split_gain=3.42083 2.96364 0.239676 threshold=-0.14169499999999999 0.082850000000000021 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042152732852582546 1.1323212652148542e-05 -0.0004486374177070618 0.00022749971693028493 leaf_weight=2.5892678792588413 97.356276426487966 2.1846595146344034 2.551035101976594 leaf_count=19 2944 30 70 internal_value=0 7.3556e-07 0.000332138 internal_weight=0 99.5409 5.1403 internal_count=3063 2974 89 is_linear=0 shrinkage=0.000400217 Tree=7347 num_leaves=4 num_cat=0 split_feature=12 41 1 split_gain=2.66155 2.37323 1.68876 threshold=0.11596500000000001 0.078535000000000008 0.13695500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0787219722362735e-05 -0.0004638987738791259 -0.00020955095858806529 0.00014118272506129131 leaf_weight=98.136864631131175 2.8065293634372206 6.3541233410505802 0.93034579267259676 leaf_count=2809 120 141 34 internal_value=0 2.53561e-05 -0.000313531 internal_weight=0 104.491 3.73688 internal_count=3104 2950 154 is_linear=0 shrinkage=0.000400217 Tree=7348 num_leaves=4 num_cat=0 split_feature=2 149 4 split_gain=2.26009 2.60888 0.0131949 threshold=0.153865 0.092550000000000007 0.10466000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2627911201072455e-06 0.00040228966085260339 -0.00047573372739907489 0.0002568054798532565 leaf_weight=102.65846624799178 1.5955566799530054 1.7501196339435399 1.1759220721287418 leaf_count=2976 50 45 60 internal_value=0 -6.25054e-06 0.000352931 internal_weight=0 104.409 2.77148 internal_count=3131 3021 110 is_linear=0 shrinkage=0.000400217 Tree=7349 num_leaves=4 num_cat=0 split_feature=403 31 13 split_gain=2.15198 2.0413 0.597303 threshold=0.090530000000000013 -1.0000000180025095e-35 -0.15941999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020906522565828659 0.010352621014049483 -0.00018800251424723623 -0.021041325373464245 leaf_weight=1.8360669418034365 0.21386870752030551 100.90771889855114 2.4023807493322229 leaf_count=80 22 2741 227 internal_value=0 0.000211312 -0.0181554 internal_weight=0 102.744 2.61625 internal_count=3070 2821 249 is_linear=0 shrinkage=0.0204111 Tree=7350 num_leaves=4 num_cat=0 split_feature=11 48 484 split_gain=2.21421 2.36986 2.22617 threshold=0.088315000000000018 0.081520000000000023 0.11628500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.9557897651378482e-05 -2.0818354696782002e-05 -0.00055751344681234801 -0.00044998659013644046 leaf_weight=100.64300274992274 3.4604681763157705 2.0255098952657136 1.3987096211149026 leaf_count=2856 89 28 120 internal_value=0 -0.000226162 3.23617e-05 internal_weight=0 5.48598 102.042 internal_count=3093 117 2976 is_linear=0 shrinkage=0.000400217 Tree=7351 num_leaves=4 num_cat=0 split_feature=14 1374 3 split_gain=2.25141 1.85816 0.676438 threshold=0.073890000000000011 -0.094679999999999986 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014222228459532867 -0.030321997626718011 0.00089517497028118633 -0.0076029140873120522 leaf_weight=3.3920247235801062 1.1172213318059223 101.71883222445376 1.1630937939044077 leaf_count=50 76 2954 28 internal_value=0 0.000392708 -0.0196321 internal_weight=0 105.111 2.28032 internal_count=3108 3004 104 is_linear=0 shrinkage=0.0204111 Tree=7352 num_leaves=4 num_cat=0 split_feature=484 1 150 split_gain=2.66204 2.29849 1.70237 threshold=-0.0048899999999999994 0.13662500000000002 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016890526792665925 0.00045851428752575568 0.013332721886275071 0.010314545753248578 leaf_weight=5.3343148736266803 93.728351782253412 6.0456928103230885 1.0836618829052893 leaf_count=470 2417 167 16 internal_value=0 0.00125268 -0.0121989 internal_weight=0 99.774 6.41798 internal_count=3070 2584 486 is_linear=0 shrinkage=0.0204111 Tree=7353 num_leaves=4 num_cat=0 split_feature=1456 45 3 split_gain=2.47471 1.9612 0.351069 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15442999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5963328062340361e-05 0.00040203731491918529 4.914869455477957e-06 -0.00041335141001369759 leaf_weight=0.25607750884955782 1.9204458551830601 100.07384426710814 2.4363310698972773 leaf_count=7 24 2777 285 internal_value=0 1.28249e-05 -0.000368262 internal_weight=0 101.994 2.69241 internal_count=3093 2801 292 is_linear=0 shrinkage=0.000400217 Tree=7354 num_leaves=3 num_cat=0 split_feature=2 457 split_gain=3.11202 3.17195 threshold=-0.16649999999999998 0.084715000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019323556758657837 -0.002530592750207642 0.0081296227050074166 leaf_weight=3.117047566571272 83.318437560418715 13.401351306449213 leaf_count=56 2796 206 internal_value=0 -0.00104584 internal_weight=0 96.7198 internal_count=3058 3002 is_linear=0 shrinkage=0.0204111 Tree=7355 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=2.80731 2.2811 threshold=-0.094679999999999986 0.31089000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037734798442801056 1.2734602114054484e-05 0.00047265208801430841 leaf_weight=2.809671413851901 105.76611719704124 1.6442378228530277 leaf_count=47 3045 8 internal_value=0 2.02599e-05 internal_weight=0 107.41 internal_count=3100 3053 is_linear=0 shrinkage=0.000400217 Tree=7356 num_leaves=4 num_cat=0 split_feature=0 16 47 split_gain=2.12262 3.48859 3.40459 threshold=-0.23075999999999999 -0.50690499999999983 0.10783500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013760276763771114 -4.3943885945061063e-05 0.00036940509684734655 0.0001809556094361392 leaf_weight=3.3501318094786257 83.982603728367394 5.8372591781662759 12.255780064064309 leaf_count=48 2835 49 178 internal_value=0 0.000185097 -1.51263e-05 internal_weight=0 9.18739 96.2384 internal_count=3110 97 3013 is_linear=0 shrinkage=0.000400217 Tree=7357 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=3.92084 3.15761 1.6592 threshold=0.27150500000000005 0.080455000000000013 0.12011000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5370961779395068e-05 0.00023008787288334803 -0.00041645489619403843 -0.00014284192840297158 leaf_weight=85.834708925176528 14.406758729455762 3.1520633750915286 2.1235671383328727 leaf_count=2582 339 132 26 internal_value=0 -3.00835e-05 0.000181541 internal_weight=0 88.9868 16.5303 internal_count=3079 2714 365 is_linear=0 shrinkage=0.000400217 Tree=7358 num_leaves=4 num_cat=0 split_feature=1 2 42 split_gain=3.28014 4.66258 4.46428 threshold=0.076845000000000011 1.0000000180025095e-35 0.084050000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001889893020247634 -0.0063899866788928571 0.0047089140473403337 -0.018507502927375758 leaf_weight=21.97304348857779 23.844662065821467 46.03221775808197 9.6193855244455317 leaf_count=790 757 747 792 internal_value=0 0.000917381 -0.00699718 internal_weight=0 69.8769 31.5924 internal_count=3086 1504 1582 is_linear=0 shrinkage=0.0204111 Tree=7359 num_leaves=4 num_cat=0 split_feature=43 3 4 split_gain=3.22328 2.53641 2.12438 threshold=-0.27157999999999993 -0.077814999999999981 0.10621000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0053775569997748518 -0.0056356900804900873 0.001250354567698328 0.028699488857580249 leaf_weight=5.854964551603187 35.810979481375398 58.618052676320076 2.1811199579387903 leaf_count=137 1680 1251 9 internal_value=0 -0.00136467 0.0120149 internal_weight=0 94.429 8.03608 internal_count=3077 2931 146 is_linear=0 shrinkage=0.0204111 Tree=7360 num_leaves=3 num_cat=0 split_feature=155 51 split_gain=1.99631 1.93122 threshold=0.098655000000000007 -0.40548499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039954189425002104 -0.00042040546981932694 1.9081148778847172e-05 leaf_weight=1.6839695066919365 1.6270700324021152 103.12232978678185 leaf_count=111 163 2836 internal_value=0 1.19357e-05 internal_weight=0 104.806 internal_count=3110 2947 is_linear=0 shrinkage=0.000400217 Tree=7361 num_leaves=3 num_cat=0 split_feature=38 484 split_gain=2.1728 2.14657 threshold=0.10386000000000002 0.11628500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.6628812624800427e-05 -0.00031930010934118125 -0.00045387242328810674 leaf_weight=103.11210579454564 2.8231368919186925 1.3376052924077146 leaf_count=2949 37 115 internal_value=0 2.98681e-05 internal_weight=0 104.45 internal_count=3101 3064 is_linear=0 shrinkage=0.000400217 Tree=7362 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.19269 2.96208 threshold=-0.15747999999999998 -0.079274999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030555058358925518 -0.00035909919048822002 6.5012797400419659e-06 leaf_weight=3.6219482490560031 3.5706948098595594 98.134967380550734 leaf_count=42 169 2913 internal_value=0 -6.71505e-06 internal_weight=0 101.706 internal_count=3124 3082 is_linear=0 shrinkage=0.000400217 Tree=7363 num_leaves=4 num_cat=0 split_feature=1429 51 0 split_gain=2.23802 2.1895 0.0402794 threshold=-1.0000000180025095e-35 -0.40148999999999996 -0.094634999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.03403648829642212 -0.020839635553950905 0.0010528945616471083 -0.018389899929468108 leaf_weight=0.34852968889754254 1.827910848212922 100.83522183272544 1.0169927621363957 leaf_count=15 106 2819 127 internal_value=0 0.00064082 -0.0246602 internal_weight=0 102.663 1.36552 internal_count=3067 2925 142 is_linear=0 shrinkage=0.0204111 Tree=7364 num_leaves=4 num_cat=0 split_feature=13 41 1444 split_gain=2.65178 3.47163 2.30814 threshold=-0.10462499999999998 1.0000000180025095e-35 -0.084559999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022045412467380947 0.00042553044539584962 -0.00016699886998090285 -3.4090972405681117e-05 leaf_weight=16.52288187091472 1.6777178560732853 4.6755317709757938 79.567845571144971 leaf_count=223 21 91 2737 internal_value=0 0.000134569 -2.40272e-05 internal_weight=0 21.1984 81.2456 internal_count=3072 314 2758 is_linear=0 shrinkage=0.000400217 Tree=7365 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.0048 2.26105 threshold=-0.52342999999999995 0.29587000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045106980667922679 1.2538320510661152e-05 0.00018464699862281262 leaf_weight=1.2640626462489297 93.044021182221513 13.967683884009601 leaf_count=49 2752 322 internal_value=0 3.51723e-05 internal_weight=0 107.012 internal_count=3123 3074 is_linear=0 shrinkage=0.000400217 Tree=7366 num_leaves=4 num_cat=0 split_feature=1 15 48 split_gain=2.13715 5.80735 3.07992 threshold=1.0000000180025095e-35 0.08401500000000002 0.086260000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0096267192356542935 0.0043485677564649465 0.0098938829839781781 -0.0049198263236180772 leaf_weight=24.822515440934694 50.081989785932819 8.4178875680390757 21.159955974515469 leaf_count=929 1210 671 318 internal_value=0 -0.00466665 0.00159231 internal_weight=0 33.2404 71.2419 internal_count=3128 1600 1528 is_linear=0 shrinkage=0.0204111 Tree=7367 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=2.23178 3.52827 3.25119 threshold=0.076845000000000011 -0.08972999999999999 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014112911607955251 -0.010254944003414293 0.0010417462675569743 0.0046957828768423096 leaf_weight=8.7716843968300982 6.5771716922754413 22.847785809289235 64.906643787704525 leaf_count=368 179 1202 1329 internal_value=0 -0.00319733 0.00330629 internal_weight=0 31.6195 71.4838 internal_count=3078 1570 1508 is_linear=0 shrinkage=0.0204111 Tree=7368 num_leaves=3 num_cat=0 split_feature=2 483 split_gain=2.57927 2.48545 threshold=-0.16649999999999998 0.079055000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037325269107524041 1.2863075305222057e-05 -0.0002769397057256277 leaf_weight=2.9233338722842737 98.673142250493584 4.867105575696768 leaf_count=61 2712 310 internal_value=0 -1.04409e-06 internal_weight=0 103.54 internal_count=3083 3022 is_linear=0 shrinkage=0.000400217 Tree=7369 num_leaves=4 num_cat=0 split_feature=457 49 51 split_gain=2.19705 2.34448 2.21295 threshold=-1.0000000180025095e-35 -0.006494999999999999 -0.40548499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017481961271940526 -0.020754978935301503 0.0053860430893682533 0.0014882464141696859 leaf_weight=5.4685566101543372 1.7889516339637328 2.7422186791663972 94.965193959694261 leaf_count=193 110 57 2744 internal_value=0 -0.00987484 0.00105346 internal_weight=0 8.21078 96.7541 internal_count=3104 250 2854 is_linear=0 shrinkage=0.0204111 Tree=7370 num_leaves=3 num_cat=0 split_feature=151 10 split_gain=2.25654 2.04959 threshold=-0.52054499999999992 0.08302000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044683709199662495 1.2169527870713232e-05 0.00036629598197175829 leaf_weight=1.5648167982835719 104.14819828125655 2.5737059535385916 leaf_count=58 2982 77 internal_value=0 2.10846e-05 internal_weight=0 106.722 internal_count=3117 3059 is_linear=0 shrinkage=0.000400217 Tree=7371 num_leaves=3 num_cat=0 split_feature=45 0 split_gain=2.39693 2.60114 threshold=-1.0000000180025095e-35 -0.10726999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040233001737652779 4.426914386846426e-05 -8.1443827145576722e-05 leaf_weight=2.0395792641211292 48.20155090555636 57.934145771062504 leaf_count=28 578 2524 internal_value=0 -2.43648e-05 internal_weight=0 106.136 internal_count=3130 3102 is_linear=0 shrinkage=0.000400217 Tree=7372 num_leaves=4 num_cat=0 split_feature=376 1373 1 split_gain=3.17285 2.21566 0.888941 threshold=0.048375000000000008 0.09586500000000002 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6833820394100295e-05 0.006419459691155021 -0.025210386301361718 0.020503076601817678 leaf_weight=94.759110543530369 4.1219740877859286 1.3662064293021092 3.5484255926421611 leaf_count=2893 27 26 132 internal_value=0 -0.000413676 0.013136 internal_weight=0 96.1253 7.6704 internal_count=3078 2919 159 is_linear=0 shrinkage=0.0204111 Tree=7373 num_leaves=4 num_cat=0 split_feature=43 1 11 split_gain=3.40168 5.20682 3.54032 threshold=-0.069909999999999986 0.14023000000000002 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011873852796131804 -8.9006358721729182e-05 0.00045678336943836108 -0.00033687140062314716 leaf_weight=36.863939718172333 60.589544721684433 2.8248053632414658 2.8423116893245597 leaf_count=1269 1683 86 54 internal_value=0 -6.39318e-05 8.52688e-05 internal_weight=0 63.4144 39.7063 internal_count=3092 1769 1323 is_linear=0 shrinkage=0.000400217 Tree=7374 num_leaves=4 num_cat=0 split_feature=474 160 0 split_gain=2.13685 1.98109 0.00848366 threshold=-1.0000000180025095e-35 0.091525000000000009 -0.085264999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.033657996520521496 0.0015633710433639529 -0.0075488302069799266 -0.018672901831952863 leaf_weight=0.3469065527751809 95.68995219041517 10.979502057929492 0.87091661227168404 leaf_count=30 2707 293 90 internal_value=0 0.000618519 -0.0254161 internal_weight=0 106.669 1.21782 internal_count=3120 3000 120 is_linear=0 shrinkage=0.0204111 Tree=7375 num_leaves=4 num_cat=0 split_feature=43 376 11 split_gain=2.39035 4.16688 3.4342 threshold=-0.075449999999999975 0.08573500000000002 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010727406267283601 -7.2239070264838988e-05 0.00037079968662666671 -0.00033617615793233181 leaf_weight=37.110957806711667 64.528033912526553 3.4786805946496306 2.9161911665578364 leaf_count=1172 1836 50 49 internal_value=0 -4.90045e-05 7.41187e-05 internal_weight=0 68.0067 40.0271 internal_count=3107 1886 1221 is_linear=0 shrinkage=0.000400217 Tree=7376 num_leaves=3 num_cat=0 split_feature=1444 1447 split_gain=2.15297 2.33863 threshold=-0.084559999999999982 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022741120191334528 -0.017536462124976854 0.00053624383213124005 leaf_weight=1.6504620568739472 2.9648450746826702 97.68313519160256 leaf_count=25 273 2804 internal_value=0 -1.50297e-05 internal_weight=0 100.648 internal_count=3102 3077 is_linear=0 shrinkage=0.0204111 Tree=7377 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=2.45355 2.3816 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039750093956704272 0.00043381439961940612 -3.4616891698209552e-06 leaf_weight=2.3696128544688682 1.9236732785357151 99.939044380799714 leaf_count=280 26 2807 internal_value=0 5.26351e-06 internal_weight=0 101.863 internal_count=3113 2833 is_linear=0 shrinkage=0.000400217 Tree=7378 num_leaves=3 num_cat=0 split_feature=47 4 split_gain=2.91577 2.46832 threshold=0.13469 0.17888000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001406440115430509 -0.01958608927528048 0.0058490424714703138 leaf_weight=72.394834906917822 2.977678694005589 26.627335679178941 leaf_count=2562 51 466 internal_value=0 0.000548982 internal_weight=0 99.0222 internal_count=3079 3028 is_linear=0 shrinkage=0.0204111 Tree=7379 num_leaves=4 num_cat=0 split_feature=51 48 13 split_gain=2.18047 2.78517 2.19725 threshold=0.13831000000000002 0.14093000000000003 -0.071839999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011441159231092195 0.0061660632659419528 -0.023253619630835498 -0.024703812465710989 leaf_weight=94.928634256093574 1.3972251295090243 1.8782599179030501 2.7166086182551217 leaf_count=2875 44 29 75 internal_value=0 0.00064443 -0.0143336 internal_weight=0 96.8069 4.11383 internal_count=3023 2904 119 is_linear=0 shrinkage=0.0204111 Tree=7380 num_leaves=4 num_cat=0 split_feature=484 150 133 split_gain=2.1799 2.25334 1.9126 threshold=-0.0048899999999999994 0.094545000000000018 0.093995000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037303734163483181 2.4398911293548803e-05 0.00022549692987710608 -0.00020477236840192592 leaf_weight=4.4414981972495289 94.06754629461193 1.2117436917033044 6.1064802369764939 leaf_count=449 2150 18 466 internal_value=0 -0.000242857 1.02159e-05 internal_weight=0 5.65324 100.174 internal_count=3083 467 2616 is_linear=0 shrinkage=0.000400217 Tree=7381 num_leaves=4 num_cat=0 split_feature=15 4 4 split_gain=2.63642 4.534 3.65785 threshold=0.084050000000000014 0.053255000000000004 -0.076124999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0081099238232522769 -0.017325950080777704 0.0081373822928264179 -0.001014073213877049 leaf_weight=24.90217535897682 8.2282740319951682 4.3942907203854693 68.184906184468673 leaf_count=367 1021 51 1686 internal_value=0 -0.0084678 0.00143354 internal_weight=0 12.6226 93.0871 internal_count=3125 1072 2053 is_linear=0 shrinkage=0.0204111 Tree=7382 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=2.10952 5.10584 2.79165 threshold=1.0000000180025095e-35 -0.083954999999999988 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0046826039779693622 -0.020435202631354191 -0.011915510795396369 0.0023676227506038098 leaf_weight=13.426296922430085 2.2047180632434893 17.908474361778644 65.164881823038741 leaf_count=322 159 1236 1331 internal_value=0 -0.00481221 0.00158872 internal_weight=0 31.3348 67.3696 internal_count=3048 1558 1490 is_linear=0 shrinkage=0.0204111 Tree=7383 num_leaves=3 num_cat=0 split_feature=376 160 split_gain=2.16456 2.01218 threshold=0.088415000000000007 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0001032250972830246 0.00032375902138382273 3.1135306223203925e-05 leaf_weight=23.216610017716448 3.3010479262884465 75.95450334456109 leaf_count=916 61 2051 internal_value=0 -4.00288e-07 internal_weight=0 99.1711 internal_count=3028 2967 is_linear=0 shrinkage=0.000400217 Tree=7384 num_leaves=4 num_cat=0 split_feature=42 43 43 split_gain=2.97907 2.79037 2.78996 threshold=-1.0000000180025095e-35 -0.50405999999999984 0.73451000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026028519794762131 0.00038019247624760093 -9.7755010682692454e-06 0.00052252160271776347 leaf_weight=11.020497265033551 2.9287955596228121 87.694925357500324 0.67759424448013383 leaf_count=819 24 2245 1 internal_value=0 3.28117e-06 -0.000210418 internal_weight=0 90.6237 11.6981 internal_count=3089 2269 820 is_linear=0 shrinkage=0.000400217 Tree=7385 num_leaves=3 num_cat=0 split_feature=16 43 split_gain=2.2542 2.24418 threshold=-0.55435499999999982 0.075180000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030448029338466954 -0.00024714933546960235 0.0083075400521391302 leaf_weight=0.849792861554305 91.901184644459136 14.725292282483677 leaf_count=32 2750 333 internal_value=0 0.000941743 internal_weight=0 106.626 internal_count=3115 3083 is_linear=0 shrinkage=0.0204111 Tree=7386 num_leaves=4 num_cat=0 split_feature=483 481 481 split_gain=2.15744 2.06797 0.429825 threshold=0.096520000000000009 -0.0082899999999999988 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020840691977471792 -0.0026611896378518902 0.00014628116459697202 -0.024565534582938038 leaf_weight=1.8835082740315545 0.50399518304766422 98.907181172697165 1.7436523218202626 leaf_count=263 57 2669 119 internal_value=0 -0.0002686 -0.0200132 internal_weight=0 100.791 2.24765 internal_count=3108 2932 176 is_linear=0 shrinkage=0.0204111 Tree=7387 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.4405 3.73426 threshold=-0.5318799999999998 -0.24921999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034337419707595936 0.00029378101145473328 -1.0300159043904172e-05 leaf_weight=3.1046263066818929 6.8385809241590314 93.226836531400295 leaf_count=39 108 2935 internal_value=0 1.07862e-05 internal_weight=0 100.065 internal_count=3082 3043 is_linear=0 shrinkage=0.000400217 Tree=7388 num_leaves=4 num_cat=0 split_feature=131 124 132 split_gain=2.76444 3.23741 2.65488 threshold=0.08956500000000002 0.08919500000000001 0.089275000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030246683330424547 -0.018127276533738156 0.021308243326722324 0.016979096880729454 leaf_weight=94.61822363274041 5.774287791173264 0.92028744984418143 4.039804715110221 leaf_count=2591 409 10 105 internal_value=0 -0.0124448 0.00100381 internal_weight=0 6.69458 98.658 internal_count=3115 419 2696 is_linear=0 shrinkage=0.0204111 Tree=7389 num_leaves=4 num_cat=0 split_feature=42 4 16 split_gain=2.37156 3.56001 3.52677 threshold=0.085675000000000015 -0.52428499999999989 0.15354500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0039258739741680603 0.023904430918187308 -0.0072489428742763696 -0.0082292169274133676 leaf_weight=65.168523577587621 1.528193447273227 22.95703803260858 11.624533737551245 leaf_count=1554 8 1189 279 internal_value=0 -0.00520461 0.0020766 internal_weight=0 24.4852 76.7931 internal_count=3030 1197 1833 is_linear=0 shrinkage=0.0204111 Tree=7390 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=2.53489 1.99768 threshold=-0.42985499999999993 -0.39935999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039484708989779178 -0.00043992601024752802 3.6790584154118664e-05 leaf_weight=2.1852529350617251 1.3161880242196264 101.86657924860174 leaf_count=276 157 2654 internal_value=0 3.02394e-05 internal_weight=0 103.183 internal_count=3087 2811 is_linear=0 shrinkage=0.000400217 Tree=7391 num_leaves=4 num_cat=0 split_feature=13 43 52 split_gain=2.42395 2.58894 2.24358 threshold=-0.10462499999999998 -0.060849999999999994 0.10932500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017988169333814006 6.0862420939230136e-05 -8.2320608253503837e-05 -0.0002069944654988838 leaf_weight=18.47411322644621 35.175637681411899 47.294198686263371 2.6618799891148219 leaf_count=259 1339 1394 57 internal_value=0 -2.12494e-05 0.000130324 internal_weight=0 82.4698 21.136 internal_count=3049 2733 316 is_linear=0 shrinkage=0.000400217 Tree=7392 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=2.26514 5.76281 2.72815 threshold=0.095525000000000013 0.085220000000000004 0.092340000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037653840454758423 0.01585101481152559 -0.035828138457974043 -0.0094570258394820507 leaf_weight=90.803258993336385 6.8553000251849863 1.8394191325642157 2.296901068824809 leaf_count=2766 206 20 90 internal_value=0 -0.00112283 0.009462 internal_weight=0 92.6427 9.1522 internal_count=3082 2786 296 is_linear=0 shrinkage=0.0204111 Tree=7393 num_leaves=4 num_cat=0 split_feature=2 12 11 split_gain=2.75395 7.13383 3.29358 threshold=1.0000000180025095e-35 0.097345000000000015 0.089560000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025733069082485972 6.0338122840755001e-05 0.00020156327313371303 -0.00038103773608556298 leaf_weight=16.489936033423877 78.64878168228006 7.9622304309596066 2.6936808376340187 leaf_count=607 2253 155 81 internal_value=0 -0.000107666 4.52181e-05 internal_weight=0 24.4522 81.3425 internal_count=3096 762 2334 is_linear=0 shrinkage=0.000400217 Tree=7394 num_leaves=4 num_cat=0 split_feature=483 151 42 split_gain=2.06133 2.11978 1.0121 threshold=0.096520000000000009 -0.52342999999999995 0.090085000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022605148520450081 -0.024810596075546427 0.0014372923890499819 0.0047747305494640164 leaf_weight=1.4387269087455923 1.8135281865479549 104.40662360199985 0.5995887343015055 leaf_count=46 98 2873 72 internal_value=0 0.00108695 -0.0175738 internal_weight=0 105.845 2.41312 internal_count=3089 2919 170 is_linear=0 shrinkage=0.0204111 Tree=7395 num_leaves=4 num_cat=0 split_feature=43 2 15 split_gain=2.58396 2.20777 0.304595 threshold=0.22924500000000003 -0.16649999999999998 -0.14601999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036125432471414574 -5.9552189163175102e-05 3.4007082679189739e-06 -0.00048038764613311092 leaf_weight=2.7280324371531597 0.3616996469718291 99.920114410863789 1.8139683522804251 leaf_count=57 30 2824 159 internal_value=0 1.32945e-05 -0.000416764 internal_weight=0 102.648 2.17567 internal_count=3070 2881 189 is_linear=0 shrinkage=0.000400217 Tree=7396 num_leaves=4 num_cat=0 split_feature=10 10 1 split_gain=2.03236 3.29936 0.00425839 threshold=-0.088499999999999981 -0.010699999999999999 0.10203000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012420072780213429 -0.022040609967283086 0.00046868402873141333 0.019968944975729409 leaf_weight=0.89107456943020169 2.6763846075482425 100.18587134867448 1.6488857646181712 leaf_count=16 54 2926 77 internal_value=0 -0.000140317 0.0179568 internal_weight=0 102.862 2.53996 internal_count=3073 2980 93 is_linear=0 shrinkage=0.0204111 Tree=7397 num_leaves=4 num_cat=0 split_feature=376 13 52 split_gain=2.47386 2.37208 1.61167 threshold=0.048375000000000008 -0.083499999999999977 -0.088019999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0039653586237489583 -0.0017793396000926446 -0.0027431988502394215 0.018551408533989209 leaf_weight=32.314803022706656 2.4162381784699392 67.915439279115162 4.733186608835239 leaf_count=924 49 2080 114 internal_value=0 -0.00057831 0.0117589 internal_weight=0 100.23 7.14942 internal_count=3167 3004 163 is_linear=0 shrinkage=0.0204111 Tree=7398 num_leaves=4 num_cat=0 split_feature=131 14 15 split_gain=2.63532 1.97988 1.38545 threshold=0.092255000000000018 -0.13131999999999996 -0.18239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010352867687233255 0.016269144159129049 0.0017274163858345185 -0.01840575740183719 leaf_weight=5.909500251611461 0.45435421800357279 92.253773646397349 4.1294139687815905 leaf_count=114 53 2627 290 internal_value=0 0.000989208 -0.0146627 internal_weight=0 98.1633 4.58377 internal_count=3084 2741 343 is_linear=0 shrinkage=0.0204111 Tree=7399 num_leaves=4 num_cat=0 split_feature=1 15 13 split_gain=3.36908 3.57405 1.38233 threshold=0.12743000000000002 -0.11664999999999999 -0.040424999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021011995032529232 0.00045886569905324338 1.5805592079375286e-05 0.00013067988647746161 leaf_weight=12.883499536885209 2.8324536403961247 81.804010240483876 7.3134973865380726 leaf_count=320 138 2467 132 internal_value=0 -1.51465e-05 0.000226308 internal_weight=0 94.6875 10.146 internal_count=3057 2787 270 is_linear=0 shrinkage=0.000400217 Tree=7400 num_leaves=4 num_cat=0 split_feature=150 457 1 split_gain=2.15511 4.05378 2.54892 threshold=0.082085000000000019 -0.0024349999999999997 0.12856000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.7299758364891185e-05 -0.00031524916933684449 0.00018836939898028495 0.00018735239614189528 leaf_weight=72.537235268269797 2.8234702773042981 20.3402078930485 8.9917351414769637 leaf_count=2476 64 314 206 internal_value=0 0.000125761 -1.23002e-05 internal_weight=0 23.1637 81.529 internal_count=3060 378 2682 is_linear=0 shrinkage=0.000400217 Tree=7401 num_leaves=4 num_cat=0 split_feature=1429 16 157 split_gain=2.16453 2.71959 0.159848 threshold=-1.0000000180025095e-35 -0.008454999999999999 -0.089984999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0084814928941954106 -0.001654829198011495 0.0050586724652290803 -0.025765051563616793 leaf_weight=0.44927053609990242 60.550603830187356 42.824571965429641 1.1764396209728136 leaf_count=42 1981 954 99 internal_value=0 0.00112879 -0.021843 internal_weight=0 103.375 1.62571 internal_count=3076 2935 141 is_linear=0 shrinkage=0.0204111 Tree=7402 num_leaves=4 num_cat=0 split_feature=4 1374 376 split_gain=2.2573 2.43244 2.1461 threshold=-0.40515499999999993 -0.094679999999999986 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016818658330474644 -0.016456180494079226 0.0010944846508399563 0.0090889267413679364 leaf_weight=5.8401646810234515 3.2994928223779416 92.312061183639344 1.6379018053412435 leaf_count=165 58 2854 16 internal_value=0 0.000470282 -0.0110938 internal_weight=0 95.6116 7.47807 internal_count=3093 2912 181 is_linear=0 shrinkage=0.0204111 Tree=7403 num_leaves=3 num_cat=0 split_feature=10 42 split_gain=2.72459 2.22666 threshold=0.08302000000000001 0.084050000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019194525093602882 0.020509247775523209 -0.0049405832473443873 leaf_weight=72.569241008719473 2.6783258904106324 26.935924391076696 leaf_count=1669 81 1344 internal_value=0 5.89835e-05 internal_weight=0 99.5052 internal_count=3094 3013 is_linear=0 shrinkage=0.0204111 Tree=7404 num_leaves=3 num_cat=0 split_feature=1375 2 split_gain=2.42323 2.25423 threshold=-0.43271999999999994 0.096055000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052418665409018636 -4.8646039314987113e-05 6.9101940089496606e-05 leaf_weight=1.2987321064720152 58.302890716853653 46.881325836324322 leaf_count=15 2110 1022 internal_value=0 3.85272e-06 internal_weight=0 105.184 internal_count=3147 3132 is_linear=0 shrinkage=0.000400217 Tree=7405 num_leaves=4 num_cat=0 split_feature=12 1447 12 split_gain=2.53904 1.96376 0.835605 threshold=0.11596500000000001 -0.086059999999999984 0.22926500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016614457649994044 -0.022762499418034564 -0.000243153277006385 -0.001043040708451794 leaf_weight=2.8547195636601819 2.6126936961909446 97.215988432121776 1.0273351692594586 leaf_count=101 116 2829 32 internal_value=0 0.000255776 -0.0168466 internal_weight=0 100.071 3.64003 internal_count=3078 2930 148 is_linear=0 shrinkage=0.0204111 Tree=7406 num_leaves=3 num_cat=0 split_feature=124 43 split_gain=2.10431 2.06001 threshold=0.10385500000000002 -0.27157999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0097379071654318701 0.015573713133979747 -0.0011226902533787086 leaf_weight=7.7728781240366507 3.4974284333293317 94.134233306098395 leaf_count=142 41 2901 internal_value=0 -0.000284529 internal_weight=0 101.907 internal_count=3084 3043 is_linear=0 shrinkage=0.0204111 Tree=7407 num_leaves=4 num_cat=0 split_feature=42 43 160 split_gain=3.50263 2.91976 0.861877 threshold=-0.108275 -0.51195499999999983 0.084835000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022685052424538887 0.0192808380114124 0.00030412808544200333 0.0004588371896930863 leaf_weight=3.2498690002294088 3.3842718721716656 99.864811577233013 0.83184301888104517 leaf_count=160 28 2928 35 internal_value=0 0.000946354 -0.0180821 internal_weight=0 103.249 4.08171 internal_count=3151 2956 195 is_linear=0 shrinkage=0.0204111 Tree=7408 num_leaves=4 num_cat=0 split_feature=42 49 49 split_gain=2.69209 3.37035 2.28752 threshold=0.10146500000000001 -0.085934999999999984 -0.15047999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0082478222706331358 0.018263285950562518 0.0031085072070092868 -0.017971472249747988 leaf_weight=12.329300446748674 0.75855270924512286 87.231811614457911 4.8002986074134233 leaf_count=175 11 2579 349 internal_value=0 0.00169449 -0.012764 internal_weight=0 99.5611 5.55885 internal_count=3114 2754 360 is_linear=0 shrinkage=0.0204111 Tree=7409 num_leaves=4 num_cat=0 split_feature=43 43 13 split_gain=2.79248 2.03957 0.0728253 threshold=0.25537500000000007 0.16452000000000003 -0.054224999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4020730743649457e-07 -0.00049071932895416494 0.0004251933596413733 -0.00023068962251007475 leaf_weight=103.83737674205895 1.6308525023632685 1.7222801154784964 0.5467377229288094 leaf_count=2836 57 31 128 internal_value=0 6.8491e-06 -0.000439907 internal_weight=0 105.56 2.17759 internal_count=3052 2867 185 is_linear=0 shrinkage=0.000400217 Tree=7410 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=3.40558 6.12655 2.92888 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015003106482675038 -0.011459706664252223 0.0033053571074391263 0.0029294500304972225 leaf_weight=16.411032342692128 6.3868554434229727 14.060755254380636 63.305350143557007 leaf_count=1418 179 156 1340 internal_value=0 -0.00657376 0.00159451 internal_weight=0 30.4718 69.6922 internal_count=3093 1574 1519 is_linear=0 shrinkage=0.0204111 Tree=7411 num_leaves=4 num_cat=0 split_feature=49 15 16 split_gain=3.1837 5.19422 1.3055 threshold=-0.14931499999999998 0.079530000000000017 -0.24659499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040326299005772985 2.134291060916375e-05 -0.00028219657419348851 6.315716656084173e-05 leaf_weight=4.2253423591027968 87.328893659566347 9.9579539128044399 3.1826613509256267 leaf_count=30 1899 1061 69 internal_value=0 -1.00151e-05 0.000260261 internal_weight=0 97.2868 7.408 internal_count=3059 2960 99 is_linear=0 shrinkage=0.000400217 Tree=7412 num_leaves=3 num_cat=0 split_feature=39 43 split_gain=2.20498 2.03535 threshold=0.11592000000000001 0.25537500000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.5225912149954653e-06 0.00028746850979693685 -0.00041101599427441641 leaf_weight=96.244821937671986 3.9374054690706535 1.9125573068376969 leaf_count=2835 75 177 internal_value=0 -1.38828e-05 internal_weight=0 98.1574 internal_count=3087 3012 is_linear=0 shrinkage=0.000400217 Tree=7413 num_leaves=4 num_cat=0 split_feature=2 159 48 split_gain=3.09746 3.58479 2.39098 threshold=0.098240000000000008 0.091330000000000008 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042522692867007314 0.0072537467622317379 -0.018981120716387644 -0.0070867782769830495 leaf_weight=56.808808714329643 36.286254779550291 4.5845302449306464 5.4959870345192021 leaf_count=1960 848 213 83 internal_value=0 -0.00184291 0.00535351 internal_weight=0 61.3933 41.7822 internal_count=3104 2173 931 is_linear=0 shrinkage=0.0204111 Tree=7414 num_leaves=3 num_cat=0 split_feature=1373 4 split_gain=2.33125 2.03153 threshold=0.099250000000000019 -0.49977499999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013027367810878664 -0.025126089987381722 0.00097969605730206777 leaf_weight=4.4009749447868662 1.4052099901164172 97.691225180775291 leaf_count=135 27 2922 internal_value=0 0.000362271 internal_weight=0 102.092 internal_count=3084 3057 is_linear=0 shrinkage=0.0204111 Tree=7415 num_leaves=4 num_cat=0 split_feature=1 2 47 split_gain=2.45934 6.27053 2.68545 threshold=1.0000000180025095e-35 0.092120000000000021 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003114189488799966 8.2592167814911027e-05 4.3365564745763184e-05 -9.4610590885563058e-05 leaf_weight=12.827577547001964 54.364762644079747 20.755492493673955 18.197207340715977 leaf_count=942 1215 626 294 internal_value=0 -9.27344e-05 3.80757e-05 internal_weight=0 33.5831 72.562 internal_count=3077 1568 1509 is_linear=0 shrinkage=0.000400217 Tree=7416 num_leaves=4 num_cat=0 split_feature=1 150 13 split_gain=2.43676 2.29392 1.90734 threshold=0.13130500000000003 0.082085000000000019 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0035622163723683428 0.023747730863143628 0.0040864338670299986 0.0029890917145949034 leaf_weight=71.319978252255169 2.5899881826917408 21.077981613481825 5.9326303416310093 leaf_count=2513 124 369 102 internal_value=0 -0.00181456 0.0095237 internal_weight=0 92.398 8.52262 internal_count=3108 2882 226 is_linear=0 shrinkage=0.0204111 Tree=7417 num_leaves=4 num_cat=0 split_feature=15 15 0 split_gain=2.10446 2.91396 2.44708 threshold=-0.095604999999999982 -0.24269999999999997 -0.10783 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0057436027584263525 0.0069933864382784906 -0.0095094970167728474 -0.00096680194248903505 leaf_weight=7.1725678003422244 23.359643767755188 18.444906609372993 51.08380508238497 leaf_count=253 285 392 2161 internal_value=0 -0.00523241 0.00153778 internal_weight=0 25.6175 74.4434 internal_count=3091 645 2446 is_linear=0 shrinkage=0.0204111 Tree=7418 num_leaves=4 num_cat=0 split_feature=1456 1373 13 split_gain=2.72482 2.13038 0.0397736 threshold=-1.0000000180025095e-35 0.089490000000000014 -0.10526999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0069763064078222333 0.0019641439533881378 -0.021754892050661421 -0.020757180652186333 leaf_weight=0.24290274828672442 102.56054693799706 1.4907692590350041 2.196249798682401 leaf_count=10 2801 33 281 internal_value=0 0.0016013 -0.0197512 internal_weight=0 104.051 2.43915 internal_count=3125 2834 291 is_linear=0 shrinkage=0.0204111 Tree=7419 num_leaves=3 num_cat=0 split_feature=2 33 split_gain=1.79972 2.23557 threshold=-0.16649999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033102385960456267 -0.00040363499453809673 1.5064399964573077e-05 leaf_weight=2.7033065203577271 1.9720805354882021 102.57264068008772 leaf_count=62 35 2974 internal_value=0 6.74288e-06 internal_weight=0 104.545 internal_count=3071 3009 is_linear=0 shrinkage=0.000400217 Tree=7420 num_leaves=4 num_cat=0 split_feature=15 41 148 split_gain=3.84347 2.10882 1.06906 threshold=0.10347000000000002 0.087145000000000014 -0.082389999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2140654082753913e-05 4.87747844792881e-05 -0.00027758575798809602 -0.0004102825715629429 leaf_weight=98.642048204043022 1.0040559526532886 2.9068696678441475 3.7067365863840669 leaf_count=2693 14 92 266 internal_value=0 5.21209e-05 -0.000313579 internal_weight=0 101.549 4.71079 internal_count=3065 2785 280 is_linear=0 shrinkage=0.000400217 Tree=7421 num_leaves=4 num_cat=0 split_feature=156 43 474 split_gain=2.68457 2.49773 1.0966 threshold=0.090135000000000007 -0.063379999999999978 0.088305000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0054596734845538692 -0.019443455784880118 -0.0012994880733757381 -0.002530530996448978 leaf_weight=36.818504481248056 3.6298423241860283 59.346328081309366 2.8528155057429103 leaf_count=1278 183 1531 114 internal_value=0 0.00129172 -0.0121699 internal_weight=0 96.1648 6.48266 internal_count=3106 2809 297 is_linear=0 shrinkage=0.0204111 Tree=7422 num_leaves=4 num_cat=0 split_feature=1429 133 157 split_gain=1.99991 1.97653 0.245439 threshold=-1.0000000180025095e-35 0.11253500000000001 -0.10835999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0042986195813504704 0.0015793695048216322 -0.017097612491342742 -0.025140918890125354 leaf_weight=0.3484525929125083 98.900955076889659 2.3067215666269467 1.2437973184278224 leaf_count=36 2523 388 106 internal_value=0 0.00113526 -0.0211618 internal_weight=0 101.208 1.59225 internal_count=3053 2911 142 is_linear=0 shrinkage=0.0204111 Tree=7423 num_leaves=4 num_cat=0 split_feature=1 47 43 split_gain=2.27166 2.5157 1.42177 threshold=0.13662500000000002 0.11669500000000001 -0.24360499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7467401823779996e-05 -8.4278293460201569e-05 -0.00029042874523355696 0.00036488140454081779 leaf_weight=96.720154908495715 1.4455678239464758 4.3337166766432338 4.5040121082129181 leaf_count=2844 10 104 166 internal_value=0 3.95638e-06 0.000256208 internal_weight=0 101.054 5.94958 internal_count=3124 2948 176 is_linear=0 shrinkage=0.000400217 Tree=7424 num_leaves=3 num_cat=0 split_feature=16 3 split_gain=2.50207 2.84426 threshold=-0.55301999999999985 -0.52337999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.032022443431042588 0.021721702395983419 -0.00011908585761345591 leaf_weight=0.88802074172417533 2.4349607146577901 100.61687163942224 leaf_count=31 23 3013 internal_value=0 0.000419995 internal_weight=0 103.052 internal_count=3067 3036 is_linear=0 shrinkage=0.0204111 Tree=7425 num_leaves=3 num_cat=0 split_feature=3 149 split_gain=2.88455 1.95012 threshold=-0.51464499999999991 0.11234000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004218785810858964 -6.7170452123365731e-06 -0.00044729607882516934 leaf_weight=2.3818362709134808 100.62397708893877 1.5234533835900936 leaf_count=24 3035 17 internal_value=0 -1.37705e-05 internal_weight=0 102.147 internal_count=3076 3052 is_linear=0 shrinkage=0.000400217 Tree=7426 num_leaves=4 num_cat=0 split_feature=2 15 123 split_gain=2.369 3.39995 2.74698 threshold=0.097925000000000012 -0.11664999999999999 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031896827080946918 4.7270650780055082e-05 -6.5033380363285738e-06 0.0003638912309776305 leaf_weight=6.1166878389485637 37.361570164118348 53.426825983280651 4.8695730282634022 leaf_count=240 775 1927 139 internal_value=0 -3.91401e-05 8.46451e-05 internal_weight=0 59.5435 42.2311 internal_count=3081 2167 914 is_linear=0 shrinkage=0.000400217 Tree=7427 num_leaves=4 num_cat=0 split_feature=1447 148 12 split_gain=2.64117 2.38732 0.534104 threshold=-1.0000000180025095e-35 -0.082084999999999977 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.4639076791127131e-05 -0.00026602523461229094 3.3857487364592129e-05 -0.00042251026098957177 leaf_weight=0.8117309273220602 4.3360235121363067 96.69296320409012 2.5308531704995394 leaf_count=17 102 2712 275 internal_value=0 2.07067e-05 -0.000335167 internal_weight=0 101.029 3.34258 internal_count=3106 2814 292 is_linear=0 shrinkage=0.000400217 Tree=7428 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.33955 3.75419 threshold=-0.27559499999999998 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021006932077679976 -0.0017058462167629615 0.0094883758107193097 leaf_weight=2.1589668589876956 84.437088436019621 14.531007432946351 leaf_count=76 2651 353 internal_value=0 -5.33875e-05 internal_weight=0 98.9681 internal_count=3080 3004 is_linear=0 shrinkage=0.0204111 Tree=7429 num_leaves=4 num_cat=0 split_feature=1 4 51 split_gain=2.36481 3.66124 2.71174 threshold=0.076845000000000011 -0.40145499999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041861381398183059 -0.00037723750781091706 6.1099974227249998e-05 -4.8386174824493377e-05 leaf_weight=3.4727237785773495 3.0863031388144 67.159793645780155 27.714107265604071 leaf_count=349 153 1321 1238 internal_value=0 4.12717e-05 -9.09619e-05 internal_weight=0 70.2461 31.1868 internal_count=3061 1474 1587 is_linear=0 shrinkage=0.000400217 Tree=7430 num_leaves=3 num_cat=0 split_feature=31 8 split_gain=2.21544 2.29012 threshold=-1.0000000180025095e-35 0.079700000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040622788604148172 -2.3199264794087664e-05 0.00030419057292394963 leaf_weight=1.9568968422245223 100.1511775252884 3.431446057627908 leaf_count=98 2976 69 internal_value=0 -1.20369e-05 internal_weight=0 103.583 internal_count=3143 3045 is_linear=0 shrinkage=0.000400217 Tree=7431 num_leaves=4 num_cat=0 split_feature=483 1 42 split_gain=3.05189 2.15573 0.354486 threshold=0.096520000000000009 0.12263000000000002 0.088520000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00078703907367873392 -0.024905100921842126 0.0099399498188165042 -0.0057627136301240823 leaf_weight=91.415093099278238 1.8552764260439283 12.036501010181381 0.60910117643288675 leaf_count=2636 86 281 99 internal_value=0 0.00186157 -0.0206299 internal_weight=0 103.452 2.46438 internal_count=3102 2917 185 is_linear=0 shrinkage=0.0204111 Tree=7432 num_leaves=4 num_cat=0 split_feature=4 123 133 split_gain=2.40411 4.10165 2.14644 threshold=0.0019650000000000002 0.085195000000000007 -0.24354499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010073694268870079 -0.00040933306363981586 0.00038372998173623996 6.8012915023717968e-05 leaf_weight=50.244221748782365 1.4522595235321194 2.8548265368444836 43.572023760723823 leaf_count=2076 77 57 874 internal_value=0 -7.39373e-05 5.16389e-05 internal_weight=0 53.099 45.0243 internal_count=3084 2133 951 is_linear=0 shrinkage=0.000400217 Tree=7433 num_leaves=3 num_cat=0 split_feature=123 123 split_gain=2.24023 2.47228 threshold=0.13456000000000004 0.088610000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.7037902758837787e-06 -0.00048724949592315577 0.00033183419223467537 leaf_weight=96.826104435189336 1.2887405480723817 3.8611709857796077 leaf_count=2918 17 135 internal_value=0 2.24118e-05 internal_weight=0 100.687 internal_count=3070 3053 is_linear=0 shrinkage=0.000400217 Tree=7434 num_leaves=3 num_cat=0 split_feature=1444 11 split_gain=2.18185 2.01503 threshold=-0.084559999999999982 0.081005000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024218053625048967 0.0015836410111202161 -0.0092884313086141115 leaf_weight=1.5728384528483719 99.064477948803869 7.5387053483100308 leaf_count=25 2906 193 internal_value=0 0.000805857 internal_weight=0 106.603 internal_count=3124 3099 is_linear=0 shrinkage=0.0204111 Tree=7435 num_leaves=4 num_cat=0 split_feature=403 1429 132 split_gain=2.05106 1.73658 0.819123 threshold=0.08888500000000002 -1.0000000180025095e-35 0.096880000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020599904399662802 -0.021186372680170221 0.0011648805811944217 0.0068389284509419897 leaf_weight=1.4396679771189145 2.3647447805815314 97.836459791002198 0.47064637187577307 leaf_count=140 231 2660 29 internal_value=0 0.000826404 -0.0164514 internal_weight=0 99.2761 2.83539 internal_count=3060 2800 260 is_linear=0 shrinkage=0.0204111 Tree=7436 num_leaves=3 num_cat=0 split_feature=42 484 split_gain=2.5495 2.44557 threshold=-0.24552499999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047427836802218105 -0.00024536438529537447 1.9057146480462499e-05 leaf_weight=1.7066108733997669 5.8344329166666276 96.7563712215333 leaf_count=23 496 2578 internal_value=0 3.76815e-06 internal_weight=0 102.591 internal_count=3097 3074 is_linear=0 shrinkage=0.000400217 Tree=7437 num_leaves=4 num_cat=0 split_feature=456 1373 12 split_gain=2.64995 2.47957 1.82082 threshold=0.084065000000000015 0.089210000000000025 -0.023334999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001895389738680006 0.012744021586264809 -0.02358282522433108 -0.020086664762597028 leaf_weight=97.54597349235064 0.77921220019925375 1.5061559360910894 3.7609028233928248 leaf_count=2841 20 30 183 internal_value=0 0.00148179 -0.0142809 internal_weight=0 99.0521 4.54012 internal_count=3074 2871 203 is_linear=0 shrinkage=0.0204111 Tree=7438 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=2.24872 2.32824 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020108354398225167 0.02238564052482786 0.00040212527638480288 leaf_weight=2.0687384767225003 1.9354700022668101 102.13570637519115 leaf_count=282 27 2786 internal_value=0 0.000834584 internal_weight=0 104.071 internal_count=3095 2813 is_linear=0 shrinkage=0.0204111 Tree=7439 num_leaves=4 num_cat=0 split_feature=13 2 16 split_gain=2.15895 2.6182 2.36139 threshold=-0.10462499999999998 0.12336000000000001 0.22610000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01026804833718277 -0.00099795953896683262 0.0096795393644034215 -0.0098208275188440032 leaf_weight=18.250889535753235 76.109439441671384 10.828957727073428 2.7202870999462894 leaf_count=285 2541 235 33 internal_value=0 0.000342758 0.00762389 internal_weight=0 86.9384 20.9712 internal_count=3094 2776 318 is_linear=0 shrinkage=0.0204111 Tree=7440 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=2.21224 2.80128 threshold=-0.40548499999999993 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020700781466253593 0.00074491618260922839 0.015884338599885951 leaf_weight=1.7822380757752387 93.641584538788265 5.2735760307259616 leaf_count=114 2772 170 internal_value=0 0.00156911 internal_weight=0 98.9152 internal_count=3056 2942 is_linear=0 shrinkage=0.0204111 Tree=7441 num_leaves=4 num_cat=0 split_feature=14 1429 16 split_gain=2.466 2.19231 0.0732036 threshold=0.077685000000000018 -1.0000000180025095e-35 -0.15595499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004100974930662894 -0.0002393679088476927 3.4536819861970525e-05 -0.0004501632909129508 leaf_weight=1.6948712783869258 0.92469600407639552 106.04606053456973 1.3897646944133146 leaf_count=152 34 2849 64 internal_value=0 2.71238e-05 -0.000380876 internal_weight=0 107.741 2.31446 internal_count=3099 3001 98 is_linear=0 shrinkage=0.000400217 Tree=7442 num_leaves=4 num_cat=0 split_feature=1456 159 158 split_gain=1.97316 1.71142 1.02173 threshold=-1.0000000180025095e-35 -0.52106999999999992 -0.48045499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013221875595528013 0.028230236155944839 -0.00038406503686499657 -0.021191325422298561 leaf_weight=0.33785049821017343 0.76666852737252966 97.679213693383645 2.5769603328117219 leaf_count=6 15 2814 290 internal_value=0 -0.000129407 -0.016861 internal_weight=0 98.4459 2.91481 internal_count=3125 2829 296 is_linear=0 shrinkage=0.0204111 Tree=7443 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=2.83385 2.41047 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029106153732902283 -0.007909360889346467 0.0013236691471309153 leaf_weight=1.2912170363997564 13.469824607811459 88.685043010463232 leaf_count=13 822 2216 internal_value=0 9.89037e-05 internal_weight=0 102.155 internal_count=3051 3038 is_linear=0 shrinkage=0.0204111 Tree=7444 num_leaves=4 num_cat=0 split_feature=50 123 44 split_gain=1.92707 3.97453 2.81986 threshold=0.08568000000000002 0.083795000000000022 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016067645641817505 -0.014823514100851155 0.020015341476794912 -0.023990533934694479 leaf_weight=92.511937172850594 7.5271877676714194 1.5590472161857176 1.7166084970231157 leaf_count=2501 556 29 29 internal_value=0 -0.00867487 0.00111253 internal_weight=0 9.08623 94.2285 internal_count=3115 585 2530 is_linear=0 shrinkage=0.0204111 Tree=7445 num_leaves=4 num_cat=0 split_feature=13 13 15 split_gain=3.02452 5.35787 4.25956 threshold=-0.083414999999999975 -0.084169999999999981 0.054175000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032224620959662434 0.00044194018441654441 0.031803612121240998 -0.013726424870571021 leaf_weight=31.310031138731574 59.109483369803456 2.8862085183318404 10.281437684515366 leaf_count=906 1292 66 855 internal_value=0 0.00573067 -0.00167607 internal_weight=0 34.1962 69.3909 internal_count=3119 972 2147 is_linear=0 shrinkage=0.0204111 Tree=7446 num_leaves=4 num_cat=0 split_feature=1456 1373 133 split_gain=1.91455 1.89133 0.540148 threshold=1.0000000180025095e-35 0.099250000000000019 0.087455000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7833169231194476e-06 -0.00043104044828750412 -0.00045426409223570612 4.3702849013362587e-05 leaf_weight=98.889376076495864 2.0498997468839657 1.3404061466790143 0.44313614658040013 leaf_count=2821 144 27 123 internal_value=0 -8.69081e-07 -0.000348404 internal_weight=0 100.23 2.49304 internal_count=3115 2848 267 is_linear=0 shrinkage=0.000400217 Tree=7447 num_leaves=4 num_cat=0 split_feature=124 3 123 split_gain=2.57578 2.97448 2.10251 threshold=-0.048219999999999992 0.17769000000000004 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011526723470968596 -4.2860284176336433e-05 0.00023885989580549113 0.00031253051904799967 leaf_weight=2.4529282366966054 86.170166146202973 6.3407811864017267 6.707091788892285 leaf_count=57 2727 124 191 internal_value=0 -2.32855e-05 0.000197964 internal_weight=0 92.5109 9.16002 internal_count=3099 2851 248 is_linear=0 shrinkage=0.000400217 Tree=7448 num_leaves=3 num_cat=0 split_feature=149 157 split_gain=3.00965 2.72041 threshold=0.11234000000000001 0.08475000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.1626232416607921e-05 -0.00055694186660765167 -0.00037163744674106224 leaf_weight=105.93076371533789 1.4023401624290261 2.782493590428202 leaf_count=2932 18 166 internal_value=0 1.11887e-05 internal_weight=0 108.713 internal_count=3116 3098 is_linear=0 shrinkage=0.000400217 Tree=7449 num_leaves=4 num_cat=0 split_feature=2 48 11 split_gain=2.64104 3.83705 2.81034 threshold=1.0000000180025095e-35 -0.078159999999999993 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034346081835474526 4.6679600356404785e-05 -0.00016957167913385032 -0.00035328750406496781 leaf_weight=2.5000885762274292 76.981918412595405 22.43303136506438 2.8092658550631304 leaf_count=25 2252 736 92 internal_value=0 -0.000116823 3.21223e-05 internal_weight=0 24.9331 79.7912 internal_count=3105 761 2344 is_linear=0 shrinkage=0.000400217 Tree=7450 num_leaves=3 num_cat=0 split_feature=146 133 split_gain=2.05505 1.96631 threshold=0.10020500000000002 -0.39935999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.022982006744325965 -0.021663469348644389 0.0014438830254854776 leaf_weight=1.2795122730622086 1.5626984685659397 104.87190468189056 leaf_count=161 14 2886 internal_value=0 0.00112556 internal_weight=0 106.151 internal_count=3061 3047 is_linear=0 shrinkage=0.0204111 Tree=7451 num_leaves=4 num_cat=0 split_feature=52 0 157 split_gain=2.45694 2.97592 2.35295 threshold=-0.24600999999999998 -0.016814999999999997 -0.15081499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041351830567062844 0.00038400114829770162 0.00020205249078366139 6.2031796115793559e-07 leaf_weight=4.4989542927032744 2.525150443563688 1.6517215650528658 92.690440689063507 leaf_count=265 56 80 2685 internal_value=0 -0.000247554 1.12268e-05 internal_weight=0 6.15068 95.2156 internal_count=3086 345 2741 is_linear=0 shrinkage=0.000400217 Tree=7452 num_leaves=3 num_cat=0 split_feature=124 160 split_gain=2.25062 1.83977 threshold=0.10385500000000002 -0.25833999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020168552397714649 0.017424054606505996 0.00098108778070032368 leaf_weight=1.6309138920851172 3.3217955651925868 101.95565067099051 leaf_count=255 43 2814 internal_value=0 0.000626681 internal_weight=0 103.587 internal_count=3112 3069 is_linear=0 shrinkage=0.0204111 Tree=7453 num_leaves=3 num_cat=0 split_feature=151 52 split_gain=2.42431 2.42601 threshold=-0.29526499999999994 0.093630000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038745176255502642 3.2563753580570923e-05 -0.00013495544041450621 leaf_weight=2.4657088113926866 85.709298459370984 16.399168109192942 leaf_count=73 2375 666 internal_value=0 5.54092e-06 internal_weight=0 102.108 internal_count=3114 3041 is_linear=0 shrinkage=0.000400217 Tree=7454 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=2.85983 4.89613 3.02709 threshold=0.0019650000000000002 -0.0022599999999999994 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011206866916007245 0.0049997601205070278 -0.020398834101204563 -0.014115296631176357 leaf_weight=48.607223598119162 44.310786402742451 6.0775228238235277 3.6347378579375791 leaf_count=1986 929 135 53 internal_value=0 -0.00330051 0.00352114 internal_weight=0 54.6847 47.9455 internal_count=3103 2121 982 is_linear=0 shrinkage=0.0204111 Tree=7455 num_leaves=3 num_cat=0 split_feature=3 151 split_gain=2.66267 2.58662 threshold=-0.48702499999999999 -0.27559499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044300156011071453 -0.00039988576815711804 2.2507757246563245e-05 leaf_weight=1.9818400464137074 2.2646890725591211 101.34544088170787 leaf_count=32 78 2995 internal_value=0 1.28535e-05 internal_weight=0 103.61 internal_count=3105 3073 is_linear=0 shrinkage=0.000400217 Tree=7456 num_leaves=4 num_cat=0 split_feature=47 8 16 split_gain=2.38145 3.62207 3.03486 threshold=0.10783500000000001 1.0000000180025095e-35 -0.27637999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.1674201176706106e-05 -0.00017872815389328851 0.00036390231366667948 0.00025911076115280962 leaf_weight=87.174357809899448 3.3305701154167755 3.3826748290812239 9.696272416826103 leaf_count=2794 44 71 149 internal_value=0 -3.57205e-05 0.000146599 internal_weight=0 90.557 13.0268 internal_count=3058 2865 193 is_linear=0 shrinkage=0.000400217 Tree=7457 num_leaves=4 num_cat=0 split_feature=2 1 3 split_gain=3.27725 6.69493 2.21611 threshold=0.092120000000000021 1.0000000180025095e-35 0.089530000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036703814806798293 0.00011229138656523047 -1.9898538937344566e-05 -5.4372514293048659e-05 leaf_weight=11.663558069859389 29.413720582300812 36.484418187224946 22.438986822933657 leaf_count=954 930 888 274 internal_value=0 -0.000104647 4.02067e-05 internal_weight=0 48.148 51.8527 internal_count=3046 1842 1204 is_linear=0 shrinkage=0.000400217 Tree=7458 num_leaves=4 num_cat=0 split_feature=15 3 15 split_gain=3.14613 4.49767 3.56276 threshold=-0.11664999999999999 0.18595000000000003 -0.24269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.9359869588122471e-05 1.927686194708119e-06 0.00044494606573311333 -0.00033850630253284331 leaf_weight=7.151291584174035 84.384700983156108 3.7255998647888182 8.8880857129406632 leaf_count=249 2554 68 243 internal_value=0 2.12009e-05 -0.000170927 internal_weight=0 88.1103 16.0394 internal_count=3114 2622 492 is_linear=0 shrinkage=0.000400217 Tree=7459 num_leaves=4 num_cat=0 split_feature=14 0 16 split_gain=2.3005 2.74738 0.0533068 threshold=0.073890000000000011 -0.10726999999999999 -0.49053999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0040777934754113272 -0.011755043246396552 -0.0026910110278987611 -0.022599287058869925 leaf_weight=43.12667533478816 0.70341029867995564 59.055079895517338 1.6000814191538655 leaf_count=478 21 2513 87 internal_value=0 0.000167157 -0.0199862 internal_weight=0 102.182 2.30349 internal_count=3099 2991 108 is_linear=0 shrinkage=0.0204111 Tree=7460 num_leaves=4 num_cat=0 split_feature=16 45 150 split_gain=2.05434 2.06519 0.727611 threshold=-0.54213499999999992 -0.080134999999999984 0.087790000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0036668299343167563 0.020371018202884984 -0.0021039665137646091 0.020641786952513914 leaf_weight=2.0679457200458264 1.622931046411394 95.40570300530635 2.1604492249898612 leaf_count=33 13 2994 50 internal_value=0 -0.001705 0.0126487 internal_weight=0 97.0286 4.22839 internal_count=3090 3007 83 is_linear=0 shrinkage=0.0204111 Tree=7461 num_leaves=4 num_cat=0 split_feature=160 453 52 split_gain=2.51788 1.91285 1.79402 threshold=-0.20907999999999996 0.096095000000000014 0.27828000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.1128491707724427e-06 2.9501484414271588e-05 -0.00039094972575809411 -0.00048336528286239104 leaf_weight=2.1550967459334052 98.863358791866631 1.6524189319461573 2.6649411586795395 leaf_count=152 2711 25 198 internal_value=0 2.21622e-05 -0.000270722 internal_weight=0 100.516 4.82004 internal_count=3086 2736 350 is_linear=0 shrinkage=0.000400217 Tree=7462 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=2.37336 2.03124 threshold=0.27898500000000004 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0047746210931006502 0.018402627193821828 0.0013868198294986771 leaf_weight=32.12434700549602 2.7262022504582992 72.149644382985571 leaf_count=1593 14 1538 internal_value=0 -0.00051446 internal_weight=0 104.274 internal_count=3145 3131 is_linear=0 shrinkage=0.0204111 Tree=7463 num_leaves=4 num_cat=0 split_feature=1 4 157 split_gain=3.90878 3.34408 3.08669 threshold=0.076845000000000011 -0.083954999999999988 -0.076719999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031559711445326412 0.011058152759295092 -0.013221702695722183 -0.00096487542074992928 leaf_weight=12.68365683994489 10.403080243995644 18.845095517039226 57.69230399238586 leaf_count=344 186 1247 1329 internal_value=0 -0.00779396 0.000887046 internal_weight=0 31.5288 68.0954 internal_count=3106 1591 1515 is_linear=0 shrinkage=0.0204111 Tree=7464 num_leaves=4 num_cat=0 split_feature=42 159 456 split_gain=3.70111 3.16286 2.57737 threshold=-1.0000000180025095e-35 0.087360000000000007 0.08542000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014713631727978505 0.0026772633913303969 0.0094615242190042425 -0.014690872498328081 leaf_weight=10.38616142540195 87.23962751252202 2.787526608168263 3.6004276516541713 leaf_count=749 2046 96 177 internal_value=0 -0.00956159 0.00197164 internal_weight=0 13.1737 90.8401 internal_count=3068 845 2223 is_linear=0 shrinkage=0.0204111 Tree=7465 num_leaves=4 num_cat=0 split_feature=3 47 15 split_gain=2.5217 4.52344 3.06674 threshold=-0.10643499999999999 0.09252500000000001 -0.015744999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014794857626054696 0.00045865119201621811 -0.01291225864375076 -0.00019573617699621186 leaf_weight=9.5364534594118613 66.708462064644664 12.405674961555631 13.835572047632011 leaf_count=142 2422 302 255 internal_value=0 -0.00165329 0.00596223 internal_weight=0 79.1141 23.372 internal_count=3121 2724 397 is_linear=0 shrinkage=0.0204111 Tree=7466 num_leaves=4 num_cat=0 split_feature=1447 4 1 split_gain=2.35845 2.26514 2.21137 threshold=-1.0000000180025095e-35 0.53076500000000015 0.099470000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042515542657586619 -4.5917581625956017e-05 0.00040663078622531814 7.6181522992610774e-05 leaf_weight=3.477917539610643 61.889634521600783 0.52278449060395349 38.40780238968 leaf_count=294 2032 5 769 internal_value=0 -0.000308352 8.71742e-07 internal_weight=0 4.0007 100.297 internal_count=3100 299 2801 is_linear=0 shrinkage=0.000400217 Tree=7467 num_leaves=3 num_cat=0 split_feature=33 13 split_gain=2.30011 2.09874 threshold=-1.0000000180025095e-35 -0.5318799999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019248412762682871 -0.016891802863983504 0.00090501601318836362 leaf_weight=2.4259834906551978 2.7262875572778276 100.89247563816843 leaf_count=47 36 2977 internal_value=0 0.000419041 internal_weight=0 103.619 internal_count=3060 3013 is_linear=0 shrinkage=0.0204111 Tree=7468 num_leaves=4 num_cat=0 split_feature=129 42 2 split_gain=1.82986 1.8079 0.753359 threshold=0.089775000000000008 -0.40652499999999997 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027114380105636944 -0.02407588114082735 0.0005497828741075954 0.0029474832535830737 leaf_weight=0.88205454614944656 1.7254274986007652 99.31478904218784 0.53148347711612576 leaf_count=8 140 2855 35 internal_value=0 0.000276255 -0.0178736 internal_weight=0 100.197 2.25691 internal_count=3038 2863 175 is_linear=0 shrinkage=0.0204111 Tree=7469 num_leaves=4 num_cat=0 split_feature=129 43 2 split_gain=2.25125 2.59615 0.813259 threshold=0.089775000000000008 -0.51195499999999983 0.11322500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035951763942686319 -0.00047993912593489573 1.227084757915257e-05 5.3352567523288841e-05 leaf_weight=3.4593420854071146 1.8521002793204382 100.73623771230359 0.5700780865663545 leaf_count=33 146 2868 32 internal_value=0 2.41731e-05 -0.000357613 internal_weight=0 104.196 2.42218 internal_count=3079 2901 178 is_linear=0 shrinkage=0.000400217 Tree=7470 num_leaves=4 num_cat=0 split_feature=402 482 2 split_gain=1.96242 1.94069 0.807461 threshold=0.088090000000000016 0.091725000000000015 0.11723500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9432188724724757e-05 -0.00039782789249876653 -0.00035603226810526525 0.00010451070093762698 leaf_weight=102.45652174159022 2.4366564252668463 2.0240455851817378 0.59096974944259262 leaf_count=2641 267 149 39 internal_value=0 2.15916e-05 -0.000299545 internal_weight=0 104.481 3.02763 internal_count=3096 2790 306 is_linear=0 shrinkage=0.000400217 Tree=7471 num_leaves=3 num_cat=0 split_feature=45 15 split_gain=2.02191 2.4206 threshold=-1.0000000180025095e-35 -0.095554999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020353926775476643 -0.0061791522140647783 0.0010243855406180038 leaf_weight=1.8056084869604081 25.911619481092202 76.659790181617609 leaf_count=26 636 2453 internal_value=0 -0.000800128 internal_weight=0 102.571 internal_count=3115 3089 is_linear=0 shrinkage=0.0204111 Tree=7472 num_leaves=3 num_cat=0 split_feature=3 12 split_gain=2.85052 2.56247 threshold=-0.48702499999999999 0.10042000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047158013691934384 2.6574508310588553e-05 -0.00019093123316237179 leaf_weight=1.9310828344314348 91.230733485589553 9.474457235265616 leaf_count=34 2669 431 internal_value=0 5.922e-06 internal_weight=0 100.705 internal_count=3134 3100 is_linear=0 shrinkage=0.000400217 Tree=7473 num_leaves=4 num_cat=0 split_feature=50 3 46 split_gain=2.50833 3.21641 2.82514 threshold=0.08568000000000002 0.17769000000000004 0.081930000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00077309469404126423 -0.016287077870075276 0.019461088315638347 -0.023907278959791261 leaf_weight=88.27891329157319 7.3150624510844846 1.1240609588567165 1.8635000630747516 leaf_count=2499 561 19 33 internal_value=0 -0.0113331 0.000233855 internal_weight=0 8.43912 90.1424 internal_count=3112 580 2532 is_linear=0 shrinkage=0.0204111 Tree=7474 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=1.92195 1.9671 threshold=-0.52342999999999995 0.51074000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022756586814089333 0.00090509836999319853 0.018921273532889315 leaf_weight=1.283311556209809 99.302719304182574 2.4793403567891792 leaf_count=48 2885 147 internal_value=0 0.00136427 internal_weight=0 101.782 internal_count=3080 3032 is_linear=0 shrinkage=0.0204111 Tree=7475 num_leaves=4 num_cat=0 split_feature=156 51 16 split_gain=2.06938 1.97615 0.0486139 threshold=0.11896500000000002 -0.40148999999999996 0.057175000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040765555011093178 -0.00065600759320469794 -1.0114451888956508e-05 -0.00034673604485632611 leaf_weight=1.9323194174830849 0.49457012712082249 99.275396451538654 0.78768330551611143 leaf_count=114 10 2921 85 internal_value=0 -1.81467e-05 -0.000509127 internal_weight=0 101.208 1.28225 internal_count=3130 3035 95 is_linear=0 shrinkage=0.000400217 Tree=7476 num_leaves=4 num_cat=0 split_feature=480 1 0 split_gain=2.23427 1.9371 0.125297 threshold=0.086640000000000009 0.076845000000000011 -0.15145499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0042988727124712127 -0.0069190581458805902 0.0018560390487928015 -0.022058042506042441 leaf_weight=31.093996091171903 0.40469088515965301 67.018160216226534 1.9245347559108257 leaf_count=1482 13 1435 173 internal_value=0 -9.72707e-05 -0.0198657 internal_weight=0 98.1122 2.32923 internal_count=3103 2917 186 is_linear=0 shrinkage=0.0204111 Tree=7477 num_leaves=4 num_cat=0 split_feature=1 0 1186 split_gain=3.34274 5.09271 2.79035 threshold=1.0000000180025095e-35 -0.084074999999999997 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017681669442389216 0.00059034004525307111 -0.00029466071096415585 0.020716332386922741 leaf_weight=10.962869968928318 68.085348224365589 19.171425962798821 2.8847039601532733 leaf_count=798 1496 789 30 internal_value=0 -0.0066621 0.00143974 internal_weight=0 30.1343 70.9701 internal_count=3113 1587 1526 is_linear=0 shrinkage=0.0204111 Tree=7478 num_leaves=3 num_cat=0 split_feature=146 48 split_gain=2.68718 2.1397 threshold=0.085665000000000019 -0.090169999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00030121564129370599 -0.0004685703567283918 -7.2381730580321118e-06 leaf_weight=3.6348360102201687 1.8487673464405805 93.226907176621353 leaf_count=47 27 3008 internal_value=0 4.6713e-06 internal_weight=0 96.8617 internal_count=3082 3055 is_linear=0 shrinkage=0.000400217 Tree=7479 num_leaves=4 num_cat=0 split_feature=42 4 133 split_gain=2.55113 4.51148 2.55743 threshold=0.085675000000000015 -0.0070849999999999993 0.083990000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011509250647728101 -0.015629618225545865 0.0021730319525281772 0.011318690472124818 leaf_weight=67.18635084951984 9.6126198408746877 15.140551942356977 12.068617889253799 leaf_count=1416 737 484 467 internal_value=0 -0.00477968 0.00271301 internal_weight=0 24.7532 79.255 internal_count=3104 1221 1883 is_linear=0 shrinkage=0.0204111 Tree=7480 num_leaves=4 num_cat=0 split_feature=2 2 2 split_gain=2.47792 4.25678 3.76859 threshold=0.086635000000000004 0.084995000000000015 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.756561091855561e-05 0.00052307619872701925 -0.00047341049380954844 3.5543255627623671e-05 leaf_weight=31.918992825375426 2.5321421941425788 3.733516976604732 65.043932937528552 leaf_count=1065 35 204 1776 internal_value=0 -7.55903e-05 5.46466e-05 internal_weight=0 35.6525 67.5761 internal_count=3080 1269 1811 is_linear=0 shrinkage=0.000400217 Tree=7481 num_leaves=4 num_cat=0 split_feature=48 4 0 split_gain=2.52749 3.04921 2.42354 threshold=0.12879500000000002 0.27150500000000005 -0.15127999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3930057447380457e-05 -0.00055231242113793671 0.00017250408493558103 -4.6562430907978583e-06 leaf_weight=85.262270775880097 2.5060547847169801 14.748772305654709 2.5635381958491044 leaf_count=2702 25 335 68 internal_value=0 5.19888e-06 -0.000281464 internal_weight=0 100.011 5.06959 internal_count=3130 3037 93 is_linear=0 shrinkage=0.000400217 Tree=7482 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=2.26504 6.2938 3.72785 threshold=-0.008179999999999998 0.12920000000000001 -0.10977499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0825940527618083e-05 0.00030956103227398109 -0.00071931353555459781 1.583786545614954e-05 leaf_weight=59.97463701788547 8.5235292927391111 2.0283868065453126 34.930447890212236 leaf_count=2033 87 20 982 internal_value=0 -4.49319e-05 7.40994e-05 internal_weight=0 62.003 43.454 internal_count=3122 2053 1069 is_linear=0 shrinkage=0.000400217 Tree=7483 num_leaves=4 num_cat=0 split_feature=1 474 13 split_gain=2.97257 2.89295 1.59972 threshold=0.12700000000000003 0.084655000000000022 -0.039944999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002750419743760512 0.022595648599354475 0.0087278448345571753 0.004958525966581852 leaf_weight=79.24696124318416 2.8862153945956379 10.230024093496466 7.8409114923124417 leaf_count=2493 149 317 122 internal_value=0 -0.00142883 0.00988832 internal_weight=0 89.477 10.7271 internal_count=3081 2810 271 is_linear=0 shrinkage=0.0204111 Tree=7484 num_leaves=3 num_cat=0 split_feature=3 33 split_gain=2.96649 2.26094 threshold=-0.48702499999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024965167757267284 -0.019767377573883131 0.00069010757377128626 leaf_weight=1.8735785092576396 2.1909529278054825 99.157138995946298 leaf_count=30 43 3031 internal_value=0 0.000226529 internal_weight=0 101.348 internal_count=3104 3074 is_linear=0 shrinkage=0.0204111 Tree=7485 num_leaves=3 num_cat=0 split_feature=1132 43 split_gain=2.03129 1.89241 threshold=-1.0000000180025095e-35 -0.063379999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022591699064627872 0.0038506764198185219 -0.0018626463145422648 leaf_weight=1.5306931498344045 38.600720959955652 64.110249474779266 leaf_count=21 1365 1710 internal_value=0 0.000286383 internal_weight=0 102.711 internal_count=3096 3075 is_linear=0 shrinkage=0.0204111 Tree=7486 num_leaves=4 num_cat=0 split_feature=150 150 456 split_gain=2.44569 3.58035 2.53678 threshold=0.082085000000000019 0.086420000000000011 0.077935000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00066740298507431595 0.020921730474329447 0.0017857510563164855 -0.019247929141695638 leaf_weight=73.025858386337859 5.1497170432703596 18.148678287197981 3.0837493643593907 leaf_count=2538 60 330 136 internal_value=0 0.00609527 -0.0014474 internal_weight=0 23.2984 76.1096 internal_count=3064 390 2674 is_linear=0 shrinkage=0.0204111 Tree=7487 num_leaves=4 num_cat=0 split_feature=13 16 0 split_gain=2.148 2.76521 2.41356 threshold=0.077550000000000022 -0.26788499999999998 -0.11471499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0028311556384945677 0.019482054139817396 0.0016302691773698377 -0.0041156241423040158 leaf_weight=38.249564368641586 5.0426345040905316 12.18107395879815 45.507788628954586 leaf_count=470 56 289 2245 internal_value=0 0.00694886 -0.000943686 internal_weight=0 17.2237 83.7574 internal_count=3060 345 2715 is_linear=0 shrinkage=0.0204111 Tree=7488 num_leaves=4 num_cat=0 split_feature=376 1374 39 split_gain=2.76799 2.34533 0.622826 threshold=0.048375000000000008 0.086000000000000007 0.083645000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6144524578534247e-06 4.3022947692013612e-05 -0.00037392931367394007 0.00031640146175872903 leaf_weight=92.96485904977726 1.871379455376881 2.7910547871215377 4.9098817369522294 leaf_count=2855 23 81 127 internal_value=0 -1.96868e-05 0.000242883 internal_weight=0 95.7559 6.78126 internal_count=3086 2936 150 is_linear=0 shrinkage=0.000400217 Tree=7489 num_leaves=3 num_cat=0 split_feature=1373 480 split_gain=2.29321 1.81039 threshold=0.099250000000000019 0.086640000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.4987309345304333e-05 -0.00049394724272417779 -0.00036979729506729579 leaf_weight=103.38172816205133 1.3089878371247312 1.7828953795042242 leaf_count=2874 25 191 internal_value=0 1.79082e-05 internal_weight=0 105.165 internal_count=3090 3065 is_linear=0 shrinkage=0.000400217 Tree=7490 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=2.56127 2.0938 threshold=-0.094679999999999986 -0.23031999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033590519726116482 0.00018948672670003684 -4.3527407475108849e-06 leaf_weight=3.3266653408063567 9.8372003365657275 86.724416363951605 leaf_count=56 100 2866 internal_value=0 1.55912e-05 internal_weight=0 96.5616 internal_count=3022 2966 is_linear=0 shrinkage=0.000400217 Tree=7491 num_leaves=4 num_cat=0 split_feature=4 15 453 split_gain=2.99479 3.33563 2.49239 threshold=0.27150500000000005 -0.095604999999999982 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020468678031559809 0.00022517727366706946 8.0743336786165666e-06 -0.00025982554067564514 leaf_weight=14.089973480007755 13.331742166701586 69.823192500176447 1.8471860666759301 leaf_count=356 333 2381 17 internal_value=0 -2.78758e-05 0.000164685 internal_weight=0 83.9132 15.1789 internal_count=3087 2737 350 is_linear=0 shrinkage=0.000400217 Tree=7492 num_leaves=4 num_cat=0 split_feature=43 49 160 split_gain=2.59433 4.56505 3.19739 threshold=-0.063689999999999983 0.11115500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0056560426285194631 -0.0044485170115440556 0.012529447173506781 0.0075898025980568546 leaf_weight=10.159225881576274 56.906500019370469 7.3524141980160485 29.159090900109732 leaf_count=541 1572 138 849 internal_value=0 -0.00248751 0.00416095 internal_weight=0 64.2589 39.3183 internal_count=3100 1710 1390 is_linear=0 shrinkage=0.0204111 Tree=7493 num_leaves=4 num_cat=0 split_feature=160 42 151 split_gain=2.76355 2.78905 1.59464 threshold=0.091525000000000009 -0.108275 0.085710000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015972401407503372 -0.013926363666097667 0.0023147701722396599 0.010885646473104211 leaf_weight=3.5036419087855384 7.3999220179612148 89.505386879453908 1.1749046593904493 leaf_count=154 268 2636 17 internal_value=0 0.00160752 -0.0104302 internal_weight=0 93.009 8.57483 internal_count=3075 2790 285 is_linear=0 shrinkage=0.0204111 Tree=7494 num_leaves=3 num_cat=0 split_feature=149 457 split_gain=2.50699 1.99765 threshold=0.11234000000000001 -0.15747999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031091141447013929 -0.00048851419362532921 1.171090988055872e-06 leaf_weight=3.337714852532371 1.5196893300162617 100.49197451630971 leaf_count=36 18 3057 internal_value=0 1.14522e-05 internal_weight=0 103.83 internal_count=3111 3093 is_linear=0 shrinkage=0.000400217 Tree=7495 num_leaves=4 num_cat=0 split_feature=52 52 1 split_gain=2.48151 6.13819 3.0989 threshold=0.084805000000000019 0.077655000000000016 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00088406079914636084 -0.010496333886041868 0.028137235201874562 0.0071845370685108302 leaf_weight=76.884047074773662 15.306343946733252 3.4929430824995498 5.5509677805093807 leaf_count=2028 864 66 114 internal_value=0 0.0021059 -0.00577751 internal_weight=0 80.377 20.8573 internal_count=3072 2094 978 is_linear=0 shrinkage=0.0204111 Tree=7496 num_leaves=3 num_cat=0 split_feature=1375 160 split_gain=2.63738 2.02418 threshold=-0.43271999999999994 0.084835000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050554661593418479 -2.9219834763579366e-05 0.00012174424625698912 leaf_weight=1.5956416024200724 85.089372477636061 16.966056725144881 leaf_count=18 2705 376 internal_value=0 -4.01711e-06 internal_weight=0 102.055 internal_count=3099 3081 is_linear=0 shrinkage=0.000400217 Tree=7497 num_leaves=4 num_cat=0 split_feature=4 15 48 split_gain=2.71536 3.8039 3.74665 threshold=0.27150500000000005 -0.11664999999999999 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031062602226566765 0.00025789498506920789 1.4163205514187702e-05 -0.00029571963403106122 leaf_weight=6.1088606277007775 12.794241670679183 80.657510250697669 2.2116508022882035 leaf_count=209 332 2490 26 internal_value=0 -9.07472e-06 0.000174714 internal_weight=0 86.7664 15.0059 internal_count=3057 2699 358 is_linear=0 shrinkage=0.000400217 Tree=7498 num_leaves=3 num_cat=0 split_feature=3 43 split_gain=2.95836 2.42868 threshold=-0.24572499999999997 0.25537500000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018026233686135658 -0.00023503220321826121 -0.021447977017559627 leaf_weight=3.5175778432749203 92.67070936438904 2.1925635791521918 leaf_count=40 2847 186 internal_value=0 -0.000750032 internal_weight=0 94.8633 internal_count=3073 3033 is_linear=0 shrinkage=0.0204111 Tree=7499 num_leaves=3 num_cat=0 split_feature=31 33 split_gain=2.08016 2.02367 threshold=-1.0000000180025095e-35 0.084855000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020820309986249039 -0.00017817558870303522 -0.019580021848351802 leaf_weight=1.8088254270842288 97.468313519112598 2.1804413947975254 leaf_count=91 2953 35 internal_value=0 -0.000624212 internal_weight=0 99.6488 internal_count=3079 2988 is_linear=0 shrinkage=0.0204111 Tree=7500 num_leaves=4 num_cat=0 split_feature=50 52 12 split_gain=2.71751 2.67866 2.23463 threshold=0.10647500000000001 0.40945500000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014814353093202653 0.014107776526573563 0.017549737594131639 -0.020469863409504678 leaf_weight=97.387654456868404 0.8914414557366398 4.4130708244338157 3.7305510609576222 leaf_count=2671 30 122 299 internal_value=0 0.00219651 -0.0136249 internal_weight=0 101.801 4.62199 internal_count=3122 2793 329 is_linear=0 shrinkage=0.0204111 Tree=7501 num_leaves=4 num_cat=0 split_feature=1 52 15 split_gain=3.24983 2.52631 1.49501 threshold=0.13130500000000003 0.11571500000000003 0.017595000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012819580740843881 0.016900113973996177 -0.0098950269862767386 -0.0064007141863631576 leaf_weight=87.284179939040769 7.1922445271775342 9.2118840042135144 1.2999206322710959 leaf_count=2393 216 458 32 internal_value=0 0.000204729 0.0132965 internal_weight=0 96.4961 8.49217 internal_count=3099 2851 248 is_linear=0 shrinkage=0.0204111 Tree=7502 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=2.47627 4.00141 1.55188 threshold=0.12920000000000001 0.062580000000000011 0.058455000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010339517876710269 -0.023887522814425882 0.020172351290165778 -0.0038156156551366954 leaf_weight=89.539584336160715 2.9103234057474756 3.7548677751328787 3.5313117001205683 leaf_count=2882 39 100 44 internal_value=0 -0.000157293 -0.0131373 internal_weight=0 93.2945 6.44164 internal_count=3065 2982 83 is_linear=0 shrinkage=0.0204111 Tree=7503 num_leaves=4 num_cat=0 split_feature=11 3 48 split_gain=2.86297 2.41735 1.45564 threshold=0.088315000000000018 -0.10643499999999999 0.083305000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014898964310203086 -9.014620604365779e-05 -6.3580125260599664e-06 -0.00052608415106958817 leaf_weight=19.917966235650965 2.8562638575240262 80.591902200995719 2.1172991150306189 leaf_count=288 86 2704 30 internal_value=0 2.45586e-05 -0.000283226 internal_weight=0 100.51 4.97356 internal_count=3108 2992 116 is_linear=0 shrinkage=0.000400217 Tree=7504 num_leaves=4 num_cat=0 split_feature=148 47 448 split_gain=2.29468 2.08993 1.24052 threshold=-0.082164999999999988 0.11069000000000002 -0.06977499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0251496522517419 -5.7337829176815578e-05 0.0096932841948455094 -0.0029943510205931311 leaf_weight=2.0575959037305438 86.957895006807576 10.12381710329282 2.1124702284578225 leaf_count=45 2828 165 51 internal_value=0 0.000969466 -0.014298 internal_weight=0 97.0817 4.17007 internal_count=3089 2993 96 is_linear=0 shrinkage=0.0204111 Tree=7505 num_leaves=4 num_cat=0 split_feature=42 51 1429 split_gain=2.32878 3.60548 2.384 threshold=-1.0000000180025095e-35 -0.089539999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010018769262784301 -0.00048242241021776718 -0.00031795328488596193 3.4486424059272202e-05 leaf_weight=5.4339141490854663 1.3410823355552555 8.144585156838728 87.750518711322911 leaf_count=109 139 723 2125 internal_value=0 -0.000151169 2.61097e-05 internal_weight=0 13.5785 89.0916 internal_count=3096 832 2264 is_linear=0 shrinkage=0.000400217 Tree=7506 num_leaves=4 num_cat=0 split_feature=13 52 132 split_gain=2.37245 3.69261 2.57573 threshold=-0.09194999999999999 0.11628500000000001 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0080761938632357335 -0.0030502051866742406 -0.01838514481348081 0.0095747870755636712 leaf_weight=21.989438940683616 69.634203520407937 2.3334736270771819 7.3426201765032593 leaf_count=373 2413 84 242 internal_value=0 0.00546495 -0.00183378 internal_weight=0 24.3229 76.9768 internal_count=3112 457 2655 is_linear=0 shrinkage=0.0204111 Tree=7507 num_leaves=4 num_cat=0 split_feature=156 1 0 split_gain=1.90773 1.94 0.14273 threshold=0.11896500000000002 0.085880000000000026 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0050087599280584181 -0.034179997417199681 0.00096135232186693117 -0.015874843374762786 leaf_weight=37.670167023057729 0.51752058224519715 56.643891323947173 0.80582697154932137 leaf_count=1734 4 1264 93 internal_value=0 -0.00142629 -0.0251413 internal_weight=0 94.3141 1.32335 internal_count=3095 2998 97 is_linear=0 shrinkage=0.0204111 Tree=7508 num_leaves=4 num_cat=0 split_feature=403 42 15 split_gain=2.33824 2.07395 0.0391928 threshold=-0.092224999999999988 -0.40652499999999997 -0.14712999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0039466884169375559 -0.02699047686907504 0.0027677564256568948 -0.019971493651578028 leaf_weight=0.13053395564202253 0.87408018490532313 100.50498072305618 1.8754410192204876 leaf_count=20 8 2722 345 internal_value=0 0.00248169 -0.0191925 internal_weight=0 101.379 2.00597 internal_count=3095 2730 365 is_linear=0 shrinkage=0.0204111 Tree=7509 num_leaves=3 num_cat=0 split_feature=151 483 split_gain=2.04296 1.89914 threshold=-0.52054499999999992 0.080590000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044091367223733413 3.2161621517773342e-05 -0.00022027138181980062 leaf_weight=1.4527916948572954 97.759310211259617 4.9073080214811844 leaf_count=52 2714 328 internal_value=0 1.98689e-05 internal_weight=0 102.667 internal_count=3094 3042 is_linear=0 shrinkage=0.000400217 Tree=7510 num_leaves=4 num_cat=0 split_feature=1213 475 0 split_gain=2.05855 2.11686 1.98772 threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.075944999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037098611875842981 -3.6556727278840667e-05 -0.00042488900121592733 8.2965789198656651e-05 leaf_weight=0.55387064814567599 59.762659491749218 3.0583251084299254 35.390581147916237 leaf_count=2 1761 463 873 internal_value=0 -0.00029537 7.94284e-06 internal_weight=0 3.6122 95.1532 internal_count=3099 465 2634 is_linear=0 shrinkage=0.000400217 Tree=7511 num_leaves=4 num_cat=0 split_feature=52 457 3 split_gain=2.80126 2.22308 2.07065 threshold=-0.24600999999999998 -0.0024349999999999997 -0.51464499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004432857798973833 -0.00015982214051880707 5.391158604064271e-05 -0.00030312306542175024 leaf_weight=0.5602964162826537 8.4807586872775556 84.15297260375246 6.0451664399515712 leaf_count=1 219 2516 335 internal_value=0 3.41746e-05 -0.000233477 internal_weight=0 92.6337 6.60546 internal_count=3071 2735 336 is_linear=0 shrinkage=0.000400217 Tree=7512 num_leaves=4 num_cat=0 split_feature=13 13 1447 split_gain=2.4177 6.6507 2.3758 threshold=-0.083999999999999977 -0.084169999999999981 -0.086059999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0030709263329489816 0.018032702050266049 0.047009296651301075 -0.0023242597274867327 leaf_weight=30.360562982083142 2.3639607095037709 1.3958619578188507 68.060795026993674 leaf_count=907 44 18 2163 internal_value=0 0.00516063 -0.00161339 internal_weight=0 31.7564 70.4248 internal_count=3132 925 2207 is_linear=0 shrinkage=0.0204111 Tree=7513 num_leaves=3 num_cat=0 split_feature=38 40 split_gain=2.5685 1.99769 threshold=1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.4999985954575762e-05 -0.015329877470244994 0.014704589617484798 leaf_weight=93.794216162661996 4.3201638271129914 3.8762940070882896 leaf_count=2964 71 52 internal_value=0 0.000556541 internal_weight=0 97.6705 internal_count=3087 3016 is_linear=0 shrinkage=0.0204111 Tree=7514 num_leaves=3 num_cat=0 split_feature=39 16 split_gain=2.4043 2.61017 threshold=0.16168500000000002 -0.066844999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.685252371998802e-05 0.00047750095431800971 -5.1105251006956064e-05 leaf_weight=51.191271945219341 1.7063406202360045 50.72968064597535 leaf_count=1513 24 1528 internal_value=0 1.31772e-05 internal_weight=0 101.921 internal_count=3065 3041 is_linear=0 shrinkage=0.000400217 Tree=7515 num_leaves=4 num_cat=0 split_feature=1 42 42 split_gain=2.03016 3.27374 1.40191 threshold=0.12263000000000002 0.099455000000000002 0.099955000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.049801795432765e-05 9.8860430679607875e-05 -0.00030920432458664873 0.0004135596716176889 leaf_weight=85.275536845581883 10.388794105820123 5.0007053135741435 2.8321988654206498 leaf_count=2453 244 330 73 internal_value=0 1.87429e-06 0.000169182 internal_weight=0 90.2762 13.221 internal_count=3100 2783 317 is_linear=0 shrinkage=0.000400217 Tree=7516 num_leaves=4 num_cat=0 split_feature=403 480 15 split_gain=2.08403 2.14751 1.65472 threshold=-0.088654999999999984 0.086640000000000009 -0.17159499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033603246802195246 4.5771138176562429e-05 -0.00031192569661297819 -0.00041824760635879272 leaf_weight=0.47551929479232091 103.45384684501369 2.6493310746373018 2.5780406138837852 leaf_count=18 2575 173 394 internal_value=0 3.65203e-05 -0.000293055 internal_weight=0 106.103 3.05356 internal_count=3160 2748 412 is_linear=0 shrinkage=0.000400217 Tree=7517 num_leaves=3 num_cat=0 split_feature=376 160 split_gain=2.25476 2.37965 threshold=0.087355000000000016 -0.11051499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012479053464133281 0.015463351841330139 0.0009703164158755955 leaf_weight=5.7155676195543483 4.0767829337855792 92.003065241626246 leaf_count=407 74 2603 internal_value=0 0.00017028 internal_weight=0 97.7186 internal_count=3084 3010 is_linear=0 shrinkage=0.0204111 Tree=7518 num_leaves=4 num_cat=0 split_feature=150 456 4 split_gain=2.65937 3.10094 3.08067 threshold=0.082085000000000019 0.077935000000000018 0.0019650000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8321243606641156e-05 -4.5664102783723036e-05 -0.00043052112384480866 0.00024132061317369956 leaf_weight=76.319845961452302 10.521171164382396 2.9283867116100728 13.7100211000361 leaf_count=2564 231 131 171 internal_value=0 -3.41388e-05 0.000117075 internal_weight=0 79.2482 24.2312 internal_count=3097 2695 402 is_linear=0 shrinkage=0.000400217 Tree=7519 num_leaves=4 num_cat=0 split_feature=52 49 8 split_gain=3.33423 3.93132 2.03044 threshold=0.11379500000000002 0.13173000000000004 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.953270597381025e-05 -0.018148958646103074 0.012777511088893429 0.014910282959633543 leaf_weight=89.356538414860552 8.050039828799525 2.0806815193936918 3.812782315129879 leaf_count=2535 478 36 65 internal_value=0 -0.0117269 0.000541467 internal_weight=0 10.1307 93.1693 internal_count=3114 514 2600 is_linear=0 shrinkage=0.0204111 Tree=7520 num_leaves=4 num_cat=0 split_feature=1213 1456 475 split_gain=2.45555 2.60216 2.07409 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003723373223418104 -0.0003431760347765447 5.3585823203571698e-05 -0.00040975349737691944 leaf_weight=0.5605949163436893 2.6101977281723512 98.444156728641246 3.1459359449308968 leaf_count=2 269 2341 461 internal_value=0 4.29691e-05 -0.000284017 internal_weight=0 101.054 3.70653 internal_count=3073 2610 463 is_linear=0 shrinkage=0.000400217 Tree=7521 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=1.89224 1.97905 threshold=0.098580000000000015 -0.092854999999999979 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0001082382100766135 -0.00040613359023381363 3.8575569845275915e-05 leaf_weight=17.502717684274103 1.6302098383093824 89.010513187487959 leaf_count=622 36 2508 internal_value=0 1.43622e-05 internal_weight=0 106.513 internal_count=3166 3130 is_linear=0 shrinkage=0.000400217 Tree=7522 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.66268 2.84572 threshold=-0.094679999999999986 0.082085000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040829870135343467 -6.2346522633457632e-05 0.00010374009878306356 leaf_weight=2.8827688065357497 73.170757565329041 21.226786793577048 leaf_count=55 2672 358 internal_value=0 -2.49207e-05 internal_weight=0 94.3975 internal_count=3085 3030 is_linear=0 shrinkage=0.000400217 Tree=7523 num_leaves=4 num_cat=0 split_feature=52 1 43 split_gain=2.36657 2.94886 2.65771 threshold=0.17160000000000003 0.11201500000000002 0.25035000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025516619518006702 -0.023360696149360309 0.0036863956312267348 -0.021096011674959218 leaf_weight=92.499757272366878 3.4134182808311371 3.1564983091666363 1.9121567590227631 leaf_count=2570 322 37 172 internal_value=0 -0.010522 0.0020483 internal_weight=0 6.56992 94.4119 internal_count=3101 359 2742 is_linear=0 shrinkage=0.0204111 Tree=7524 num_leaves=4 num_cat=0 split_feature=150 4 3 split_gain=2.261 4.14211 2.9152 threshold=0.085075000000000026 0.0015200000000000003 -0.52337999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038811190154047493 -0.00013569699584995229 0.00023300108412576857 -6.6825930690630504e-05 leaf_weight=2.2118946281261733 7.7427318265799867 12.828674128424607 79.137324738225288 leaf_count=17 180 170 2779 internal_value=0 9.4246e-05 -5.39397e-05 internal_weight=0 20.5714 81.3492 internal_count=3146 350 2796 is_linear=0 shrinkage=0.000400217 Tree=7525 num_leaves=3 num_cat=0 split_feature=1446 4 split_gain=1.91979 2.06981 threshold=0.091520000000000018 0.50500500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.3082033941665645e-06 -0.00042307750053402634 0.00031890299575620652 leaf_weight=98.185001080808888 1.5078954866130505 3.3792819374939418 leaf_count=2797 131 178 internal_value=0 1.60819e-05 internal_weight=0 101.564 internal_count=3106 2975 is_linear=0 shrinkage=0.000400217 Tree=7526 num_leaves=4 num_cat=0 split_feature=13 39 13 split_gain=1.81578 3.07486 2.28176 threshold=-0.10462499999999998 0.0047850000000000011 -0.123625 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.6242679049869411e-05 -7.702765318195486e-05 0.00013675066807067074 0.00043340900335970108 leaf_weight=17.575034390552904 71.012847549367507 12.596137977612669 2.5616476477734968 leaf_count=284 2429 315 38 internal_value=0 -4.4681e-05 8.88846e-05 internal_weight=0 83.609 20.1367 internal_count=3066 2744 322 is_linear=0 shrinkage=0.000400217 Tree=7527 num_leaves=4 num_cat=0 split_feature=52 0 52 split_gain=2.95696 6.00885 3.07491 threshold=-0.092854999999999979 0.064970000000000014 -0.081654999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014193461305894927 0.011507772010805994 0.016491536240479662 5.7856168450305682e-05 leaf_weight=12.860640137878365 11.141089329561508 3.243900512752588 74.226262251348544 leaf_count=528 148 82 2328 internal_value=0 -0.00794146 0.00156527 internal_weight=0 16.1045 85.3674 internal_count=3086 610 2476 is_linear=0 shrinkage=0.0204111 Tree=7528 num_leaves=4 num_cat=0 split_feature=0 15 15 split_gain=4.0605 4.21426 3.82723 threshold=-0.10643499999999999 -0.095604999999999982 -0.031974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.1567069539536918e-05 4.2972312008301514e-05 0.00019426704048546408 -0.00017151993175296807 leaf_weight=18.364941106097831 22.47859991976793 23.288545655137568 32.475263387247651 leaf_count=258 977 286 1538 internal_value=0 8.16076e-05 -8.3874e-05 internal_weight=0 41.6535 54.9539 internal_count=3059 544 2515 is_linear=0 shrinkage=0.000400217 Tree=7529 num_leaves=3 num_cat=0 split_feature=51 132 split_gain=2.43429 1.82498 threshold=-0.40148999999999996 0.08018500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004091605145615044 6.903402737311182e-06 0.000184074220304805 leaf_weight=2.0020070574428237 92.727068494149535 10.24147092347266 leaf_count=119 2652 306 internal_value=0 2.4706e-05 internal_weight=0 102.969 internal_count=3077 2958 is_linear=0 shrinkage=0.000400217 Tree=7530 num_leaves=3 num_cat=0 split_feature=480 1447 split_gain=2.18572 2.05207 threshold=0.090180000000000024 -0.086059999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.02031017891486496 -0.021374914347147927 -3.4463458925322134e-05 leaf_weight=1.9987496917201486 1.8464579138926627 96.400358211244566 leaf_count=73 144 2878 internal_value=0 0.000401406 internal_weight=0 98.3991 internal_count=3095 2951 is_linear=0 shrinkage=0.0204111 Tree=7531 num_leaves=4 num_cat=0 split_feature=1456 1373 133 split_gain=2.1812 2.19859 0.478375 threshold=1.0000000180025095e-35 0.099250000000000019 0.08622500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00099393637827262173 -0.022064003873946688 -0.023418274848116094 0.00093868084677049487 leaf_weight=102.36429171334203 2.084550899227906 1.4484735309306405 0.44386375716476312 leaf_count=2850 137 27 123 internal_value=0 0.000628455 -0.0181573 internal_weight=0 103.813 2.52841 internal_count=3137 2877 260 is_linear=0 shrinkage=0.0204111 Tree=7532 num_leaves=4 num_cat=0 split_feature=16 133 42 split_gain=4.13293 4.68647 2.7917 threshold=0.26450500000000005 -0.23060499999999998 0.085675000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.833867900222586e-05 0.00036689935969191803 -0.00038806066634581167 -9.4076661541294697e-05 leaf_weight=70.715366129003996 1.5085875921431577 7.2967341424991883 22.179484641576892 leaf_count=1648 27 342 1099 internal_value=0 -0.000255733 2.9494e-05 internal_weight=0 8.80532 92.8949 internal_count=3116 369 2747 is_linear=0 shrinkage=0.000400217 Tree=7533 num_leaves=4 num_cat=0 split_feature=9 11 8 split_gain=2.10064 2.41313 1.41918 threshold=0.084755000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.026211530829339729 -0.02055472537051858 0.00064828339551728129 -0.00059221191073325795 leaf_weight=1.4526131534512376 3.1250590452691531 92.684401839938801 2.7517551801247464 leaf_count=20 47 2925 59 internal_value=0 0.00107342 -0.0113933 internal_weight=0 94.137 5.87681 internal_count=3051 2945 106 is_linear=0 shrinkage=0.0204111 Tree=7534 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=2.42932 2.66013 1.74556 threshold=0.12700000000000003 0.12663000000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025471403785571191 0.023557715853241467 -0.020557234108146798 0.0043921443457552471 leaf_weight=89.32183427560858 2.6464200575719588 2.6602389064319132 7.272630313789703 leaf_count=2756 144 55 130 internal_value=0 -0.000866168 0.00971143 internal_weight=0 91.9821 9.91905 internal_count=3085 2811 274 is_linear=0 shrinkage=0.0204111 Tree=7535 num_leaves=4 num_cat=0 split_feature=15 15 157 split_gain=2.34337 2.89319 2.80531 threshold=-0.095604999999999982 -0.095339999999999994 -0.051074999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014835334841636889 0.024192251948056482 0.0014227051701363948 -0.0069900850156386033 leaf_weight=2.619834682307558 2.2882965431635958 74.92426809080871 24.509176161715004 leaf_count=55 14 2425 564 internal_value=0 0.00213156 -0.0048301 internal_weight=0 77.2126 27.129 internal_count=3058 2439 619 is_linear=0 shrinkage=0.0204111 Tree=7536 num_leaves=4 num_cat=0 split_feature=1213 484 475 split_gain=2.40983 2.5239 1.04301 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031791752876011699 -0.00024111292469738074 2.7344854009044374e-05 -0.00040082834070964457 leaf_weight=0.27766302227973971 5.8693848510774833 90.122255151793979 3.0178554946987779 leaf_count=1 464 2155 465 internal_value=0 1.06683e-05 -0.000331814 internal_weight=0 95.9916 3.29552 internal_count=3085 2619 466 is_linear=0 shrinkage=0.000400217 Tree=7537 num_leaves=4 num_cat=0 split_feature=1456 43 150 split_gain=2.10743 2.18003 0.397661 threshold=-1.0000000180025095e-35 -0.060849999999999994 0.099155000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02092460532566779 0.0040928040148841662 -0.0020649803484044343 0.000497275982529315 leaf_weight=2.2514161375438557 39.108888020393351 61.416603258425312 0.42006153613328923 leaf_count=284 1244 1608 4 internal_value=0 0.00033256 -0.0176717 internal_weight=0 100.525 2.67148 internal_count=3140 2852 288 is_linear=0 shrinkage=0.0204111 Tree=7538 num_leaves=4 num_cat=0 split_feature=132 0 132 split_gain=2.2074 6.08195 2.15251 threshold=0.08018500000000002 0.21217000000000003 0.10994000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032149187908678983 0.012931046399322304 -0.039885861830540797 -0.014281671077679102 leaf_weight=86.464425989436677 8.4143730471259897 1.5376594720873971 1.316421254974556 leaf_count=2775 188 12 120 internal_value=0 -0.0010626 0.00912902 internal_weight=0 88.0021 9.73079 internal_count=3095 2787 308 is_linear=0 shrinkage=0.0204111 Tree=7539 num_leaves=3 num_cat=0 split_feature=1374 42 split_gain=1.77588 1.80315 threshold=0.090240000000000015 -0.40652499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0005235318458005053 -0.00035894136236268586 2.2492881318351747e-05 leaf_weight=0.86625228403136034 1.9382969801154093 100.85400695361022 leaf_count=8 54 3018 internal_value=0 1.72724e-05 internal_weight=0 101.72 internal_count=3080 3026 is_linear=0 shrinkage=0.000400217 Tree=7540 num_leaves=3 num_cat=0 split_feature=453 156 split_gain=2.13575 2.07453 threshold=0.10097500000000002 0.11837500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.5023690682382442e-05 -0.00042586856534242032 -0.00043343721733202667 leaf_weight=102.76265328569389 1.5746238734573115 1.4252055905126315 leaf_count=2982 21 106 internal_value=0 2.81571e-05 internal_weight=0 104.188 internal_count=3109 3088 is_linear=0 shrinkage=0.000400217 Tree=7541 num_leaves=4 num_cat=0 split_feature=13 13 1 split_gain=1.90819 3.04966 2.02084 threshold=0.11001000000000001 0.16421000000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0063692640144142974 0.020341540182122305 0.00038843743455309364 0.00055045330291857836 leaf_weight=24.580241900619967 4.4617688539146902 10.572763039148411 61.014707081354572 leaf_count=1465 50 190 1385 internal_value=0 0.00641648 -0.0014424 internal_weight=0 15.0345 85.5949 internal_count=3090 240 2850 is_linear=0 shrinkage=0.0204111 Tree=7542 num_leaves=4 num_cat=0 split_feature=150 3 160 split_gain=3.30452 3.06517 2.9834 threshold=0.082085000000000019 -0.52337999999999985 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042689582491931482 -0.00018667828900921087 -6.0612869305127579e-05 0.00018745883771797162 leaf_weight=2.0113487662747493 4.0392280769447124 77.590398518307666 19.492924261463486 leaf_count=15 139 2669 260 internal_value=0 -4.77123e-05 0.000122659 internal_weight=0 79.6017 23.5322 internal_count=3083 2684 399 is_linear=0 shrinkage=0.000400217 Tree=7543 num_leaves=3 num_cat=0 split_feature=1373 14 split_gain=2.29947 2.28202 threshold=0.099250000000000019 0.073890000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012260628881948933 -0.02494073227044899 -0.018438587762554266 leaf_weight=100.12651879422492 1.3609780845872581 2.4085756130953078 leaf_count=3006 23 108 internal_value=0 0.000744526 internal_weight=0 102.535 internal_count=3137 3114 is_linear=0 shrinkage=0.0204111 Tree=7544 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=2.77883 5.6389 3.30125 threshold=-0.10726999999999999 -0.074479999999999977 -0.11664999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.6049134921586344e-05 -0.000193052573928424 5.8557605640449665e-05 0.0001730774104156084 leaf_weight=11.81568654822331 22.007633813405391 40.088669568111072 29.941264088498428 leaf_count=203 1625 922 330 internal_value=0 -3.08029e-05 0.000102569 internal_weight=0 62.0963 41.757 internal_count=3080 2547 533 is_linear=0 shrinkage=0.000400217 Tree=7545 num_leaves=4 num_cat=0 split_feature=43 3 34 split_gain=4.00111 2.5707 2.49333 threshold=-0.090299999999999991 -0.069574999999999984 -0.016844999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014115612860510435 -0.012213587753692631 0.002312735070810111 0.0033078695406128333 leaf_weight=10.999285089459592 4.4400456623552591 6.129057051788549 82.612037297255483 leaf_count=411 118 118 2402 internal_value=0 -0.00826019 0.00250153 internal_weight=0 17.1283 87.0521 internal_count=3049 529 2520 is_linear=0 shrinkage=0.0204111 Tree=7546 num_leaves=4 num_cat=0 split_feature=157 133 159 split_gain=2.56656 2.16116 0.615833 threshold=0.082640000000000005 0.10635000000000001 0.077080000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3487347143552223e-05 -0.00044416734747259776 -0.00031896690504912533 -6.3498393482037203e-05 leaf_weight=97.066056048231076 2.3630406486226998 2.9323769810534932 0.99669566960073996 leaf_count=2520 129 418 40 internal_value=0 1.30996e-05 -0.000336929 internal_weight=0 99.9984 3.35974 internal_count=3107 2938 169 is_linear=0 shrinkage=0.000400217 Tree=7547 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=2.06743 2.01167 threshold=-1.0000000180025095e-35 0.09309000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020331306234133775 -0.00013167126636746504 -0.022153420856738996 leaf_weight=1.9096114030107845 99.126370855239657 1.6468935331067758 leaf_count=29 3037 40 internal_value=0 -0.000515751 internal_weight=0 100.773 internal_count=3106 3077 is_linear=0 shrinkage=0.0204111 Tree=7548 num_leaves=4 num_cat=0 split_feature=0 3 12 split_gain=2.45401 3.37431 3.06317 threshold=-0.07087499999999998 0.086845000000000019 0.098685000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0062991467761035506 0.0074191169746080461 0.0031067700191736479 -0.0077297374286699715 leaf_weight=38.110729181015358 27.279379139145021 27.104233657264558 6.8799652791240069 leaf_count=1972 511 290 254 internal_value=0 -0.00239129 0.00435273 internal_weight=0 65.215 34.1593 internal_count=3027 2262 765 is_linear=0 shrinkage=0.0204111 Tree=7549 num_leaves=4 num_cat=0 split_feature=128 41 2 split_gain=2.61443 2.23284 0.360345 threshold=0.085185000000000025 0.078385000000000024 0.11753000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027848838831870245 -0.022616425484619857 -0.0091547500246559436 -0.001705139002356232 leaf_weight=93.417120142429667 1.9752426163645389 6.9063321505673221 0.43387833701854095 leaf_count=2720 208 144 20 internal_value=0 0.00195366 -0.0190933 internal_weight=0 100.323 2.40912 internal_count=3092 2864 228 is_linear=0 shrinkage=0.0204111 Tree=7550 num_leaves=3 num_cat=0 split_feature=124 133 split_gain=2.04004 2.00431 threshold=0.10385500000000002 0.10635000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.702778748140974e-05 0.00033091918015383683 -0.00029120164304041599 leaf_weight=99.119728831451084 3.0906606026692307 3.3863753927462303 leaf_count=2615 37 432 internal_value=0 6.53855e-06 internal_weight=0 102.506 internal_count=3084 3047 is_linear=0 shrinkage=0.000400217 Tree=7551 num_leaves=4 num_cat=0 split_feature=3 3 49 split_gain=2.33958 4.96238 3.31338 threshold=-0.12077499999999998 -0.080944999999999975 -0.029519999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038295504577301812 -0.00026268638399062162 -2.6670589738256902e-06 1.0567005383884528e-05 leaf_weight=4.9430501133756506 14.243642711920982 64.941644373930103 15.783173963525767 leaf_count=50 1158 1579 277 internal_value=0 -4.97435e-05 0.000100959 internal_weight=0 79.1853 20.7262 internal_count=3064 2737 327 is_linear=0 shrinkage=0.000400217 Tree=7552 num_leaves=4 num_cat=0 split_feature=11 43 48 split_gain=2.177 2.51382 1.57548 threshold=0.088315000000000018 -0.50992999999999988 0.081520000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034421841467431841 -4.0694392259422996e-05 4.9332279259632882e-06 -0.00052016269723436672 leaf_weight=3.5199130307883015 2.3367528566159299 94.860608473162756 1.9934926698770139 leaf_count=40 80 2910 29 internal_value=0 1.74499e-05 -0.000268972 internal_weight=0 98.3805 4.33025 internal_count=3059 2950 109 is_linear=0 shrinkage=0.000400217 Tree=7553 num_leaves=4 num_cat=0 split_feature=133 43 15 split_gain=1.92297 2.85185 0.101616 threshold=-0.26577499999999993 0.12486500000000002 -0.20388499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010973372131160497 -4.9649742302151928e-06 0.00029449195969874265 -0.00045027127242425663 leaf_weight=0.24990799554507237 95.191795575669403 5.2697273159901661 1.4125851366479754 leaf_count=22 2814 73 164 internal_value=0 1.10535e-05 -0.000409236 internal_weight=0 100.462 1.66249 internal_count=3073 2887 186 is_linear=0 shrinkage=0.000400217 Tree=7554 num_leaves=4 num_cat=0 split_feature=49 43 15 split_gain=2.83382 4.13964 2.30794 threshold=-0.085934999999999984 -0.11845999999999998 0.10097000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031681023286559594 4.1310989730434527e-05 -0.00028077984795503788 -0.0003902978491907325 leaf_weight=2.1749890095670699 91.243848053880356 10.024241875824371 1.917166569859545 leaf_count=30 2661 167 243 internal_value=0 -0.000172324 3.1971e-05 internal_weight=0 12.1992 93.161 internal_count=3101 197 2904 is_linear=0 shrinkage=0.000400217 Tree=7555 num_leaves=4 num_cat=0 split_feature=131 52 12 split_gain=3.13905 3.22909 2.2879 threshold=0.092255000000000018 -0.092854999999999979 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0070146807139695698 0.0093149639884765063 0.0030588991420688696 -0.022481932490786536 leaf_weight=15.691034893308823 1.1705987013410775 82.262163427283667 3.8196012135667834 leaf_count=570 49 2192 280 internal_value=0 0.00143905 -0.0149823 internal_weight=0 97.9532 4.9902 internal_count=3091 2762 329 is_linear=0 shrinkage=0.0204111 Tree=7556 num_leaves=3 num_cat=0 split_feature=43 130 split_gain=2.32685 2.10217 threshold=-0.50992999999999988 0.079100000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030797243387025727 2.4637679803722573e-06 -0.00034911843824698556 leaf_weight=3.7806740554515263 96.406254377797268 2.6911903110767517 leaf_count=45 2723 343 internal_value=0 -7.46739e-06 internal_weight=0 99.0974 internal_count=3111 3066 is_linear=0 shrinkage=0.000400217 Tree=7557 num_leaves=3 num_cat=0 split_feature=151 148 split_gain=2.07126 1.96553 threshold=-0.27559499999999998 0.10530000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018287786157068851 0.0023686234025253922 -0.020302013950622248 leaf_weight=2.0301336026423078 97.721690152186056 1.5085612677503366 leaf_count=67 2962 23 internal_value=0 0.00200148 internal_weight=0 99.2303 internal_count=3052 2985 is_linear=0 shrinkage=0.0204111 Tree=7558 num_leaves=4 num_cat=0 split_feature=402 13 2 split_gain=1.99845 2.19386 0.877915 threshold=0.086255000000000012 -0.5318799999999998 0.11682500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015312185225283959 -0.019176716008803156 0.0018311099671468457 0.0075445722497095354 leaf_weight=3.1034031360177314 2.7600736107178814 95.321524044261423 0.55987859919696337 leaf_count=38 298 2703 37 internal_value=0 0.00127379 -0.0145713 internal_weight=0 98.4249 3.31995 internal_count=3076 2741 335 is_linear=0 shrinkage=0.0204111 Tree=7559 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=1.89228 4.75143 threshold=-0.18648999999999996 -0.085174999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.011104163974033633 -0.015366838086763559 0.00072159786486164208 leaf_weight=5.9434090225113314 8.2505136239888071 89.38155349288354 leaf_count=73 127 2896 internal_value=0 -0.00065402 internal_weight=0 97.6321 internal_count=3096 3023 is_linear=0 shrinkage=0.0204111 Tree=7560 num_leaves=3 num_cat=0 split_feature=3 474 split_gain=2.16761 1.8459 threshold=-0.48702499999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024838065353118301 -0.022750628882587307 0.00074902160920054753 leaf_weight=1.322358262259512 1.2999668718475721 101.62661988374975 leaf_count=24 122 2978 internal_value=0 0.00042782 internal_weight=0 102.927 internal_count=3124 3100 is_linear=0 shrinkage=0.0204111 Tree=7561 num_leaves=4 num_cat=0 split_feature=15 159 42 split_gain=3.84833 2.64323 1.49738 threshold=0.10347000000000002 0.091330000000000008 0.18621500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7693893977072734e-05 -0.0004361528921805911 -0.0001957441056697619 0.0001865154996117571 leaf_weight=87.181539590293141 4.1039008201732932 8.4171423219595436 0.66029575001448382 leaf_count=2469 279 354 12 internal_value=0 1.69355e-05 -0.000347553 internal_weight=0 95.5987 4.7642 internal_count=3114 2823 291 is_linear=0 shrinkage=0.000400217 Tree=7562 num_leaves=4 num_cat=0 split_feature=2 15 13 split_gain=2.14513 4.2271 2.24106 threshold=0.097925000000000012 0.079530000000000017 -0.08953499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8205302289698408e-05 0.00018929694976249292 -0.00035343794471248306 -1.203583662902692e-05 leaf_weight=49.543416111046099 12.599315209779887 7.2431401951416765 29.154881879059758 leaf_count=1170 203 967 735 internal_value=0 -7.03027e-05 4.906e-05 internal_weight=0 56.7866 41.7542 internal_count=3075 2137 938 is_linear=0 shrinkage=0.000400217 Tree=7563 num_leaves=4 num_cat=0 split_feature=1 52 15 split_gain=2.00699 4.05009 2.99777 threshold=0.10100500000000003 0.092885000000000009 -0.097339999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015054587819718973 -0.0048706491075403225 -0.016407205132357633 0.0071488409032844352 leaf_weight=53.878736644754099 14.145199279810184 8.7398549240842822 21.878463038301561 leaf_count=1832 324 517 454 internal_value=0 -0.00361091 0.00242875 internal_weight=0 62.6186 36.0237 internal_count=3127 2349 778 is_linear=0 shrinkage=0.0204111 Tree=7564 num_leaves=4 num_cat=0 split_feature=483 1 484 split_gain=2.30786 2.36483 0.159919 threshold=0.10297500000000001 0.09450500000000002 -0.075319999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7248870102848257e-05 -0.00019489242424831601 7.6634434135364321e-05 -0.00049671207759856674 leaf_weight=57.060385687664166 0.61180312701981154 43.318720798852155 1.3652779593294315 leaf_count=2065 44 891 74 internal_value=0 6.23893e-06 -0.000418766 internal_weight=0 100.379 1.97708 internal_count=3074 2956 118 is_linear=0 shrinkage=0.000400217 Tree=7565 num_leaves=4 num_cat=0 split_feature=4 130 40 split_gain=2.58223 2.38887 1.56638 threshold=-0.49367499999999992 0.085970000000000005 -0.012844999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001519731809808541 0.001563486873483009 -0.018206674400087414 -0.023021917135597078 leaf_weight=1.6525128670036791 95.278519726720333 2.5044594105611386 2.9632975808053734 leaf_count=21 2605 333 127 internal_value=0 0.00103688 -0.0144078 internal_weight=0 97.783 4.61581 internal_count=3086 2938 148 is_linear=0 shrinkage=0.0204111 Tree=7566 num_leaves=4 num_cat=0 split_feature=4 48 49 split_gain=2.13753 3.01573 2.53029 threshold=0.27150500000000005 0.11978500000000002 0.13906000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.6759014760879114e-05 0.00019430343611240528 -0.00027049722306363893 0.00024879038519111483 leaf_weight=80.438573491150237 13.481803166650936 2.5744279827922574 4.4785879152259431 leaf_count=2635 334 30 83 internal_value=0 0.000118421 -4.03377e-05 internal_weight=0 16.0562 84.9172 internal_count=3082 364 2718 is_linear=0 shrinkage=0.000400217 Tree=7567 num_leaves=4 num_cat=0 split_feature=42 2 1456 split_gain=3.96889 3.89305 2.10135 threshold=-1.0000000180025095e-35 0.10859000000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018006420636342328 0.0015276891473858998 0.010080636793460371 -0.016803253473724727 leaf_weight=9.0384955480553781 80.623350263901557 2.5721295745024682 2.5805406829176709 leaf_count=725 2001 121 242 internal_value=0 -0.0117474 0.000937343 internal_weight=0 11.6106 83.2039 internal_count=3089 846 2243 is_linear=0 shrinkage=0.0204111 Tree=7568 num_leaves=4 num_cat=0 split_feature=42 12 159 split_gain=2.24196 3.28685 2.30604 threshold=-1.0000000180025095e-35 0.023990000000000004 0.10516000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8463419185764607e-05 3.9075113690326721e-06 -0.00042251098375194364 -0.00029063658265291451 leaf_weight=7.6575928829406603 79.684937421081486 5.4725096178831336 4.3857273140711177 leaf_count=131 2008 717 224 internal_value=0 -0.000189015 -1.18241e-05 internal_weight=0 13.1301 84.0707 internal_count=3080 848 2232 is_linear=0 shrinkage=0.000400217 Tree=7569 num_leaves=4 num_cat=0 split_feature=1447 16 48 split_gain=2.23455 2.37925 0.98341 threshold=-0.086059999999999984 -0.071899999999999978 0.085040000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.7187786570844514e-05 5.136673563708856e-05 -7.2380610781214473e-05 0.00055288748462901363 leaf_weight=1.3018510359888744 47.822422845155415 51.650885084603942 1.4950748139235654 leaf_count=92 1443 1584 14 internal_value=0 -1.28974e-05 0.000342963 internal_weight=0 99.4733 2.79693 internal_count=3133 3027 106 is_linear=0 shrinkage=0.000400217 Tree=7570 num_leaves=4 num_cat=0 split_feature=43 43 48 split_gain=3.12113 3.71304 3.032 threshold=-0.063379999999999978 0.14303000000000002 0.086665000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.8765356636709562e-05 -0.0060697617829397095 0.0097941020806614557 0.013494239984360041 leaf_weight=29.641970966871668 52.320241920390799 6.8611789674469028 9.0486137511397811 leaf_count=1140 1448 231 234 internal_value=0 -0.00421557 0.00323081 internal_weight=0 59.1814 38.6906 internal_count=3053 1679 1374 is_linear=0 shrinkage=0.0204111 Tree=7571 num_leaves=3 num_cat=0 split_feature=124 50 split_gain=2.27415 2.5258 threshold=0.10385500000000002 0.086500000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.5411023551729071e-05 0.00034040751785258518 -0.00022244268873240623 leaf_weight=92.663157860743013 3.076348702190443 7.6363469495940981 leaf_count=2474 32 565 internal_value=0 -2.92592e-06 internal_weight=0 100.3 internal_count=3071 3039 is_linear=0 shrinkage=0.000400217 Tree=7572 num_leaves=3 num_cat=0 split_feature=484 1 split_gain=1.65367 1.69804 threshold=0.11749000000000001 0.10100500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0016848618004075911 -0.021750948822102805 0.0038180417553305679 leaf_weight=65.329653361090095 1.3275763416490907 36.219108833254722 leaf_count=2243 121 766 internal_value=0 0.000279887 internal_weight=0 101.549 internal_count=3130 3009 is_linear=0 shrinkage=0.0204111 Tree=7573 num_leaves=4 num_cat=0 split_feature=16 4 51 split_gain=2.27279 3.15384 2.22185 threshold=0.26746000000000009 0.091965000000000005 -0.09021499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011548399386065569 -0.015782085928188888 0.011468400231448355 0.00041124607627786568 leaf_weight=8.0993618792454054 7.0500943516854004 2.2598374362569302 81.970148646428697 leaf_count=149 318 45 2550 internal_value=0 -0.00910978 0.00142583 internal_weight=0 9.30993 90.0695 internal_count=3062 363 2699 is_linear=0 shrinkage=0.0204111 Tree=7574 num_leaves=4 num_cat=0 split_feature=15 13 1 split_gain=2.54438 3.19818 3.1771 threshold=-0.095554999999999987 -0.083499999999999977 0.089370000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022040757499609084 0.0072431825495119732 -0.0019871589617970341 -0.0031512872675646354 leaf_weight=4.4172530561299963 22.95074207547168 48.481665789689941 20.801583192085673 leaf_count=256 693 1728 394 internal_value=0 0.000985181 -0.00654271 internal_weight=0 71.4324 25.2188 internal_count=3071 2421 650 is_linear=0 shrinkage=0.0204111 Tree=7575 num_leaves=4 num_cat=0 split_feature=457 0 457 split_gain=2.1234 2.78592 2.48783 threshold=-0.0024349999999999997 -0.10643499999999999 -0.14941999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001389951757720438 0.00011802262145140749 -2.1652500541485537e-05 -0.00031693614923532644 leaf_weight=2.748830153956078 38.54766247707812 55.944360863505153 5.8439465581868699 leaf_count=43 498 2325 208 internal_value=0 3.53997e-05 -0.000171172 internal_weight=0 94.492 8.59278 internal_count=3074 2823 251 is_linear=0 shrinkage=0.000400217 Tree=7576 num_leaves=4 num_cat=0 split_feature=4 1447 13 split_gain=2.17935 2.37255 0.143405 threshold=0.51074000000000008 -1.0000000180025095e-35 -0.091229999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017496520508203869 0.0071071960772306365 0.00035756204081307711 0.02151191737116313 leaf_weight=3.0974405227343587 0.50594875402748618 91.530748618677535 1.9126376188214624 leaf_count=270 53 2620 96 internal_value=0 -0.000246839 0.0189464 internal_weight=0 94.6282 2.41859 internal_count=3039 2890 149 is_linear=0 shrinkage=0.0204111 Tree=7577 num_leaves=4 num_cat=0 split_feature=2 159 13 split_gain=2.03355 3.83631 1.88557 threshold=0.097925000000000012 0.091330000000000008 -0.089674999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7601374428392195e-05 0.00018915710052229407 -0.00038856835662970607 9.3060845349525891e-06 leaf_weight=58.999647666211786 13.63390664111648 4.7200106465024865 29.149831036086653 leaf_count=1947 213 217 715 internal_value=0 -4.5714e-05 6.69634e-05 internal_weight=0 63.7197 42.7837 internal_count=3092 2164 928 is_linear=0 shrinkage=0.000400217 Tree=7578 num_leaves=4 num_cat=0 split_feature=14 3 48 split_gain=2.45592 2.913 1.05856 threshold=0.077685000000000018 -0.10643499999999999 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014255936815926179 -0.00072446445057283151 -1.8929399672384982e-05 -0.00015220968111066171 leaf_weight=23.33477337774093 0.8468693016257024 75.431532495634201 1.2975441473390663 leaf_count=325 15 2632 90 internal_value=0 1.93426e-05 -0.000402939 internal_weight=0 98.7663 2.14441 internal_count=3062 2957 105 is_linear=0 shrinkage=0.000400217 Tree=7579 num_leaves=4 num_cat=0 split_feature=4 43 39 split_gain=2.78704 2.94554 1.19649 threshold=-0.49977499999999991 -0.27860999999999997 0.086655000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046505798278971035 -0.00031300884336541292 2.8903033070255801e-05 1.3739219659987534e-05 leaf_weight=2.7365175061422629 4.0984808325156328 97.296585339577177 1.1743361176922915 leaf_count=116 134 2865 16 internal_value=0 1.47526e-05 -0.000324906 internal_weight=0 101.395 3.91085 internal_count=3131 2999 132 is_linear=0 shrinkage=0.000400217 Tree=7580 num_leaves=4 num_cat=0 split_feature=43 453 52 split_gain=2.3129 2.12251 0.0645586 threshold=0.25537500000000007 0.089535000000000017 -0.085924999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.038510741656917e-05 -0.00017067910776665486 -0.00033839433744395055 -0.0004606247234618014 leaf_weight=98.323756747198331 0.33158228099637188 2.3168477720464571 1.4158721132316703 leaf_count=2839 33 40 148 internal_value=0 3.12989e-05 -0.000419198 internal_weight=0 100.641 1.74745 internal_count=3060 2879 181 is_linear=0 shrinkage=0.000400217 Tree=7581 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.40134 4.24572 threshold=-0.5318799999999998 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01793608762673192 0.021554248449522282 -0.00048487090169036835 leaf_weight=2.9672148436075068 3.6768436935235504 93.651251299458181 leaf_count=41 50 3018 internal_value=0 0.00037153 internal_weight=0 97.3281 internal_count=3109 3068 is_linear=0 shrinkage=0.0204111 Tree=7582 num_leaves=3 num_cat=0 split_feature=31 52 split_gain=2.08722 1.94238 threshold=-1.0000000180025095e-35 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020774395016842476 -0.020000342189660181 -0.0002548083774613684 leaf_weight=1.8141314670356212 2.009271173785236 96.488040997208373 leaf_count=87 274 2752 internal_value=0 -0.000679855 internal_weight=0 98.4973 internal_count=3113 3026 is_linear=0 shrinkage=0.0204111 Tree=7583 num_leaves=4 num_cat=0 split_feature=12 16 12 split_gain=2.11633 2.78245 2.69915 threshold=0.093185000000000004 -0.24404999999999996 0.092355000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.4110128308761124e-06 0.00029236845476802878 1.232566901660706e-05 -0.00047239246625650907 leaf_weight=76.454670326935684 9.6824867134200776 13.562499378422215 1.8381853482751456 leaf_count=2156 102 729 89 internal_value=0 0.000129817 -7.44216e-06 internal_weight=0 23.245 78.2929 internal_count=3076 831 2245 is_linear=0 shrinkage=0.000400217 Tree=7584 num_leaves=4 num_cat=0 split_feature=0 16 2 split_gain=2.45182 3.75756 3.59308 threshold=-0.23031999999999997 -0.095609999999999987 0.12226000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013039902322994985 -7.0934987725777588e-05 0.00031044594243729337 0.00017210343595135222 leaf_weight=4.8990712640807024 79.031279080968034 8.0774613179964927 11.003480895666142 leaf_count=70 2654 53 315 internal_value=0 0.000144321 -4.10555e-05 internal_weight=0 12.9765 90.0348 internal_count=3092 123 2969 is_linear=0 shrinkage=0.000400217 Tree=7585 num_leaves=4 num_cat=0 split_feature=484 454 147 split_gain=2.78909 2.3065 1.72359 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032991089989575513 -0.00035413240134590909 3.1303800340726616e-05 0.00036935747727271121 leaf_weight=5.341934367452267 2.4429260711767702 93.67139157908332 0.53684234619140614 leaf_count=467 51 2544 2 internal_value=0 2.11065e-05 -0.000260345 internal_weight=0 96.1143 5.87878 internal_count=3064 2595 469 is_linear=0 shrinkage=0.000400217 Tree=7586 num_leaves=4 num_cat=0 split_feature=15 159 43 split_gain=2.06713 3.36773 2.98043 threshold=-0.095604999999999982 0.091330000000000008 -0.036289999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012010109659685014 7.3494779326915255e-05 -0.00022668999718776986 -0.00016523943843357343 leaf_weight=8.2866932922843279 69.612737178587395 6.4398451710476357 19.406975497975509 leaf_count=276 2191 238 380 internal_value=0 4.77804e-05 -7.9718e-05 internal_weight=0 76.0526 27.6937 internal_count=3085 2429 656 is_linear=0 shrinkage=0.000400217 Tree=7587 num_leaves=4 num_cat=0 split_feature=3 133 39 split_gain=2.44467 2.97826 2.31154 threshold=0.17769000000000004 0.088435000000000014 -0.042029999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018380203827740933 -0.0035978301763298273 -0.010757799297861297 0.021697926744619234 leaf_weight=87.411329799749637 2.2025791879568715 8.4764711010129741 4.4539765524386885 leaf_count=2222 28 692 121 internal_value=0 0.000713303 0.0134068 internal_weight=0 95.8878 6.65656 internal_count=3063 2914 149 is_linear=0 shrinkage=0.0204111 Tree=7588 num_leaves=3 num_cat=0 split_feature=38 2 split_gain=2.02351 2.45765 threshold=0.10386000000000002 0.096055000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001869869997905573 -0.017016271493350856 0.0046599956892168521 leaf_weight=57.440637731244806 2.5999330633458149 41.098571061834264 leaf_count=2060 43 960 internal_value=0 0.000855794 internal_weight=0 98.5392 internal_count=3063 3020 is_linear=0 shrinkage=0.0204111 Tree=7589 num_leaves=3 num_cat=0 split_feature=1373 1429 split_gain=2.03575 2.05493 threshold=0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021094229058486683 -0.023124754062858695 0.0013040885426542569 leaf_weight=1.6249625398331762 1.3776584819861444 97.793341578158106 leaf_count=140 26 2940 internal_value=0 0.000914676 internal_weight=0 99.4183 internal_count=3106 3080 is_linear=0 shrinkage=0.0204111 Tree=7590 num_leaves=3 num_cat=0 split_feature=453 0 split_gain=1.9541 2.29085 threshold=0.091855000000000006 -0.23031999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0097777472686883683 -0.019232658780289895 0.00038150790218311473 leaf_weight=12.172653380985137 1.8163133512716729 90.13535271020919 leaf_count=104 34 2936 internal_value=0 0.00150894 internal_weight=0 102.308 internal_count=3074 3040 is_linear=0 shrinkage=0.0204111 Tree=7591 num_leaves=4 num_cat=0 split_feature=1213 42 151 split_gain=2.64758 1.91871 1.38208 threshold=-1.0000000180025095e-35 -0.40652499999999997 -0.082294999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01651970503829079 -0.02688716216427953 0.0016585358353334784 -0.021406698100374665 leaf_weight=0.37602839409373734 0.87906467914581199 99.216875618549238 2.9803903182601053 leaf_count=7 8 2622 464 internal_value=0 0.00137808 -0.0167616 internal_weight=0 100.096 3.35642 internal_count=3101 2630 471 is_linear=0 shrinkage=0.0204111 Tree=7592 num_leaves=4 num_cat=0 split_feature=39 3 3 split_gain=2.11065 2.48834 2.38262 threshold=0.0047850000000000011 -0.097724999999999992 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.0011814196689185e-05 0.0002017964037361639 -6.4387642733786555e-05 -0.0002071508007088227 leaf_weight=27.406313419349317 13.791018526473637 62.506327434431114 2.6355467319954178 leaf_count=437 340 2315 31 internal_value=0 -2.03284e-05 0.000135225 internal_weight=0 89.9126 16.4266 internal_count=3123 2752 371 is_linear=0 shrinkage=0.000400217 Tree=7593 num_leaves=4 num_cat=0 split_feature=457 12 155 split_gain=2.4162 3.63487 1.9623 threshold=-0.0024349999999999997 -1.0000000180025095e-35 0.098655000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033038080870308173 2.7819675043148525e-05 -0.00033971745187900949 -0.00040954647943093777 leaf_weight=1.5235978700220583 95.30013796444382 6.4000930956535731 1.5601887688644627 leaf_count=17 2708 229 147 internal_value=0 -0.00020806 2.031e-05 internal_weight=0 7.92369 96.8603 internal_count=3101 246 2855 is_linear=0 shrinkage=0.000400217 Tree=7594 num_leaves=4 num_cat=0 split_feature=15 50 15 split_gain=2.51905 4.94591 3.21713 threshold=-0.24269999999999997 0.11843500000000001 -0.19153499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020597648409833243 -0.021410336816790807 -0.018949426652967883 -0.00076071987679728742 leaf_weight=5.3349957434111266 3.1444587785008471 1.6411312567070124 90.793711909432204 leaf_count=231 85 18 2769 internal_value=0 0.0111418 -0.00147661 internal_weight=0 6.97613 93.9382 internal_count=3103 249 2854 is_linear=0 shrinkage=0.0204111 Tree=7595 num_leaves=3 num_cat=0 split_feature=51 457 split_gain=2.08269 1.90064 threshold=-0.40148999999999996 0.084715000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020837302976861351 -0.00096396616953988378 0.007431929010199045 leaf_weight=1.9067920007546479 88.543887400403037 12.750919771653569 leaf_count=115 2781 203 internal_value=0 9.99422e-05 internal_weight=0 101.295 internal_count=3099 2984 is_linear=0 shrinkage=0.0204111 Tree=7596 num_leaves=4 num_cat=0 split_feature=150 15 484 split_gain=2.33245 4.67194 2.85173 threshold=0.075065000000000007 -0.031974999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01744512110913338 0.011039824176313709 -0.009744195988255237 -0.0007220847043465248 leaf_weight=4.3990497038557796 17.249127534760195 5.9882004624232641 73.162553413796559 leaf_count=461 271 147 2226 internal_value=0 0.00566279 -0.00169434 internal_weight=0 23.2373 77.5616 internal_count=3105 418 2687 is_linear=0 shrinkage=0.0204111 Tree=7597 num_leaves=3 num_cat=0 split_feature=1132 51 split_gain=2.23905 1.93203 threshold=-1.0000000180025095e-35 -0.40148999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047898733835831175 -0.0004058660230104822 7.2453173909728486e-07 leaf_weight=1.5233563469955687 1.7958020096957614 99.633314173388953 leaf_count=24 114 2945 internal_value=0 -6.91376e-06 internal_weight=0 101.429 internal_count=3083 3059 is_linear=0 shrinkage=0.000400217 Tree=7598 num_leaves=3 num_cat=0 split_feature=1365 123 split_gain=2.10541 2.01845 threshold=1.0000000180025095e-35 0.13456000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020120514349148445 -0.018405874569732823 -0.022527059139680956 leaf_weight=103.74539114034451 2.1076899474574011 1.3040766803314898 leaf_count=3037 55 23 internal_value=0 0.00168376 internal_weight=0 105.049 internal_count=3115 3060 is_linear=0 shrinkage=0.0204111 Tree=7599 num_leaves=4 num_cat=0 split_feature=3 48 0 split_gain=2.70281 1.99548 1.80042 threshold=0.17769000000000004 -0.065059999999999993 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015405963499744868 2.4462730654995919e-05 -4.2680380827273489e-05 0.00042692170767207418 leaf_weight=9.0114478294562996 3.4921626879076939 87.087278079988209 3.5512002182658753 leaf_count=156 81 2794 75 internal_value=0 -2.40737e-05 0.000230884 internal_weight=0 96.0987 7.04336 internal_count=3106 2950 156 is_linear=0 shrinkage=0.000400217 Tree=7600 num_leaves=3 num_cat=0 split_feature=149 1 split_gain=2.25519 2.19796 threshold=0.11234000000000001 0.11487500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0016730596668304049 -0.025579081006776923 0.0062322290630880241 leaf_weight=81.422547701818985 1.3748016514582548 17.751067048811819 leaf_count=2619 17 446 internal_value=0 -0.000252661 internal_weight=0 99.1736 internal_count=3082 3065 is_linear=0 shrinkage=0.0204111 Tree=7601 num_leaves=4 num_cat=0 split_feature=4 148 1 split_gain=4.01509 2.96211 0.4443 threshold=-0.49977499999999991 0.087970000000000007 0.084885000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025896457591688161 0.00087004392290426151 -0.027156829035785437 -0.0099106879674424227 leaf_weight=2.4537961666937913 94.751159846171504 1.4855443251435634 1.2955671571253331 leaf_count=49 2937 31 89 internal_value=0 0.000406355 -0.0208202 internal_weight=0 96.2367 3.74936 internal_count=3106 2968 138 is_linear=0 shrinkage=0.0204111 Tree=7602 num_leaves=4 num_cat=0 split_feature=484 150 148 split_gain=2.33096 2.7991 2.62874 threshold=-1.0000000180025095e-35 0.094545000000000018 -0.082164999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019169804978306355 -0.014912639912147944 0.012962248571370462 0.0022004739012378002 leaf_weight=4.5739706379363261 3.7894641184248021 1.4008985094260422 90.526253041175551 leaf_count=472 84 20 2545 internal_value=0 -0.0115361 0.00149603 internal_weight=0 5.97487 94.3157 internal_count=3121 492 2629 is_linear=0 shrinkage=0.0204111 Tree=7603 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=2.75212 2.27473 threshold=1.0000000180025095e-35 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.3798996949761371e-06 -0.0003976726906913649 0.00039245803319240817 leaf_weight=96.449203748916261 2.6383042295055921 2.2956730937148668 leaf_count=2926 54 112 internal_value=0 8.21039e-06 internal_weight=0 98.7449 internal_count=3092 3038 is_linear=0 shrinkage=0.000400217 Tree=7604 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=2.45075 6.66257 2.28789 threshold=-0.097724999999999992 -0.080874999999999989 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017581115349489724 -0.00034048430975498669 1.206042720833418e-05 -9.3898993667636225e-05 leaf_weight=19.781085928680117 9.7454121895530061 66.535428464290817 6.6660344921074275 leaf_count=277 1073 1577 188 internal_value=0 -3.34127e-05 0.000107721 internal_weight=0 76.2808 26.4471 internal_count=3115 2650 465 is_linear=0 shrinkage=0.000400217 Tree=7605 num_leaves=4 num_cat=0 split_feature=43 376 42 split_gain=2.57049 2.92466 1.95757 threshold=-0.27157999999999993 1.0000000180025095e-35 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001115055676812527 -1.4431473681177464e-05 0.00025686074513659411 0.00035596192696112859 leaf_weight=1.8325190175455643 89.397250215410168 6.7402444195176932 5.82839554696693 leaf_count=65 2733 155 84 internal_value=0 4.86563e-06 0.000244147 internal_weight=0 96.1375 7.66091 internal_count=3037 2888 149 is_linear=0 shrinkage=0.000400217 Tree=7606 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=1.96509 4.58035 3.27004 threshold=-0.083499999999999977 -0.084169999999999981 -0.062574999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031581036016687879 -0.01415349302827155 0.029912321400076561 0.00094798880893092981 leaf_weight=29.680572509644662 6.5044358673831075 2.821790141035307 61.402670450963342 leaf_count=891 553 58 1552 internal_value=0 0.00557557 -0.000519414 internal_weight=0 32.5024 67.9071 internal_count=3054 949 2105 is_linear=0 shrinkage=0.0204111 Tree=7607 num_leaves=4 num_cat=0 split_feature=13 43 48 split_gain=1.97986 4.24845 3.19651 threshold=-0.10462499999999998 0.085220000000000004 0.090935000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002046680217790735 -1.2045232632373288e-05 -0.00041525278700088169 -0.00014632371786185624 leaf_weight=14.556468493494323 77.393437208706473 4.3135345942564518 5.7066734793479545 leaf_count=225 2600 219 84 internal_value=0 -3.38708e-05 0.000105558 internal_weight=0 81.707 20.2631 internal_count=3128 2819 309 is_linear=0 shrinkage=0.000400217 Tree=7608 num_leaves=4 num_cat=0 split_feature=2 31 150 split_gain=2.84165 2.67873 2.22576 threshold=0.092120000000000021 -1.0000000180025095e-35 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040411048242480887 8.9664160799787193e-06 -0.00010296135268046939 0.00022525015586533255 leaf_weight=1.6203414041519852 40.103164250522241 47.82259469301016 9.3003500160739332 leaf_count=88 1046 1799 170 internal_value=0 -8.54681e-05 5.00997e-05 internal_weight=0 49.4429 49.4035 internal_count=3103 1887 1216 is_linear=0 shrinkage=0.000400217 Tree=7609 num_leaves=4 num_cat=0 split_feature=49 1 9 split_gain=3.02952 4.7175 3.32463 threshold=-0.085934999999999984 0.10667500000000001 0.084755000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020831264259487375 0.0022087479865924827 0.0074008788863009507 -0.013410127929782589 leaf_weight=6.5451125510153343 84.492764674032514 3.8426914941228461 5.9749373024096704 leaf_count=116 2819 61 106 internal_value=0 -0.01042 0.0011619 internal_weight=0 10.3878 90.4677 internal_count=3102 177 2925 is_linear=0 shrinkage=0.0204111 Tree=7610 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=2.76954 2.29846 1.95744 threshold=0.17769000000000004 -0.15490999999999996 -0.11980999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0082490374266020981 7.6295045616709968e-05 -0.0021628577023367957 0.021827077082052549 leaf_weight=9.7709442127452331 3.0793399883114034 83.137917493501391 3.8059165066078995 leaf_count=187 71 2755 78 internal_value=0 -0.00105926 0.0122562 internal_weight=0 92.9089 6.88526 internal_count=3091 2942 149 is_linear=0 shrinkage=0.0204111 Tree=7611 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=2.439 3.60628 2.69334 threshold=1.0000000180025095e-35 -0.12272499999999999 0.084175000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.024319972653868142 0.014424227997539583 -0.0079073003571491045 0.00088681194402767086 leaf_weight=1.4484078660607362 6.5787400477101974 20.390755393364088 72.378960206571719 leaf_count=14 190 721 2186 internal_value=0 -0.00565679 0.00203358 internal_weight=0 21.8392 78.9577 internal_count=3111 735 2376 is_linear=0 shrinkage=0.0204111 Tree=7612 num_leaves=3 num_cat=0 split_feature=3 402 split_gain=2.23402 1.98676 threshold=-0.52337999999999985 0.086255000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036677735987573396 1.2821268235367833e-05 -0.00031128888450268551 leaf_weight=2.6618223562836638 95.955584127988914 3.0160552125416862 leaf_count=24 2744 338 internal_value=0 2.60375e-06 internal_weight=0 98.9716 internal_count=3106 3082 is_linear=0 shrinkage=0.000400217 Tree=7613 num_leaves=3 num_cat=0 split_feature=51 148 split_gain=2.05735 1.96491 threshold=-0.40548499999999993 -0.084284999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004059050016364383 -0.00029107600657469768 2.9776485792894373e-05 leaf_weight=1.7375320796199947 3.042124942992813 99.871029886251563 leaf_count=110 89 2931 internal_value=0 1.9986e-05 internal_weight=0 102.913 internal_count=3130 3020 is_linear=0 shrinkage=0.000400217 Tree=7614 num_leaves=3 num_cat=0 split_feature=155 149 split_gain=2.18133 2.20459 threshold=0.088505000000000014 0.11234000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00055455953557329333 -0.020956050111594227 -0.024849689676808891 leaf_weight=95.964323080566828 1.9660065310363268 1.3325740235159163 leaf_count=2915 192 15 internal_value=0 0.00017846 internal_weight=0 97.2969 internal_count=3122 2930 is_linear=0 shrinkage=0.0204111 Tree=7615 num_leaves=3 num_cat=0 split_feature=1444 8 split_gain=1.99957 2.0335 threshold=-0.084559999999999982 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042779110325044548 -1.0229242530537376e-05 0.00028346535725476629 leaf_weight=1.6752741071395565 100.07892594888062 3.8120351004763497 leaf_count=28 3021 68 internal_value=0 8.40764e-07 internal_weight=0 103.891 internal_count=3117 3089 is_linear=0 shrinkage=0.000400217 Tree=7616 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=2.15802 3.58044 2.5808 threshold=0.094405000000000003 0.0020050000000000003 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011937268320846964 -0.00025906773322111032 8.6258071971238769e-05 0.00010144878612901801 leaf_weight=36.975403411648131 3.3450942740091696 21.28338829927452 40.377983836944622 leaf_count=1657 120 487 829 internal_value=0 -4.42293e-05 7.32757e-05 internal_weight=0 58.2588 43.7231 internal_count=3093 2144 949 is_linear=0 shrinkage=0.000400217 Tree=7617 num_leaves=4 num_cat=0 split_feature=150 456 52 split_gain=1.96322 2.92896 2.12058 threshold=0.082085000000000019 0.087055000000000007 -0.089799999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1490504737400899e-05 -0.00014470437218293229 -0.00042248786592844389 0.00016209165763655275 leaf_weight=75.374331983569391 4.3471785656001911 2.7719528325687852 19.172987925569032 leaf_count=2544 62 113 339 internal_value=0 -2.66527e-05 0.00010497 internal_weight=0 78.1463 23.5202 internal_count=3058 2657 401 is_linear=0 shrinkage=0.000400217 Tree=7618 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=2.25671 3.89136 2.24894 threshold=1.0000000180025095e-35 0.10812000000000001 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013693984925595862 2.0857921520361538e-05 0.00022772291490846932 0.0002119320625252922 leaf_weight=27.025413773183118 58.62649619687727 5.5605414167512199 11.759009724060887 leaf_count=1554 1214 23 299 internal_value=0 -7.41463e-05 5.30658e-05 internal_weight=0 32.586 70.3855 internal_count=3090 1577 1513 is_linear=0 shrinkage=0.000400217 Tree=7619 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.52629 3.98953 threshold=-0.5318799999999998 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035815800871680985 0.00046155220358532769 -1.2150311114325451e-06 leaf_weight=2.9154262829106292 2.9656561899319049 97.996427428301104 leaf_count=36 42 3018 internal_value=0 1.28745e-05 internal_weight=0 100.962 internal_count=3096 3060 is_linear=0 shrinkage=0.000400217 Tree=7620 num_leaves=4 num_cat=0 split_feature=49 3 15 split_gain=2.06241 2.76319 2.72554 threshold=-0.14931499999999998 -0.075179999999999983 0.10097000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038797385701330305 -1.6731698744961051e-05 -9.2728792403446703e-05 -0.00045952001873728423 leaf_weight=4.4406614156760043 89.062095204387788 3.2443310825328799 2.1721711903555834 leaf_count=41 2730 62 236 internal_value=0 0.000186621 -2.78243e-05 internal_weight=0 7.68499 91.2343 internal_count=3069 103 2966 is_linear=0 shrinkage=0.000400217 Tree=7621 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=2.19931 2.30443 threshold=-0.21083999999999997 0.11587500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00022869941084155727 -2.2279496549010847e-05 -0.00046453717453796302 leaf_weight=5.4072802645678157 97.419029075022081 1.8129793260341092 leaf_count=66 2863 149 internal_value=0 -3.08741e-05 internal_weight=0 99.232 internal_count=3078 3012 is_linear=0 shrinkage=0.000400217 Tree=7622 num_leaves=4 num_cat=0 split_feature=43 43 43 split_gain=2.92024 3.58656 3.22284 threshold=-0.06705499999999999 -0.00088499999999999983 -0.078969999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017204280045388016 -0.018189378278617562 -0.00088608170220780789 0.016614079338799281 leaf_weight=28.663719782761291 5.357165527299002 57.207668949497474 7.5726054975602883 leaf_count=1065 625 1118 269 internal_value=0 -0.00239754 0.00487447 internal_weight=0 62.5648 36.2363 internal_count=3077 1743 1334 is_linear=0 shrinkage=0.0204111 Tree=7623 num_leaves=4 num_cat=0 split_feature=43 12 42 split_gain=1.95172 3.89214 2.40768 threshold=-0.27157999999999993 0.085685000000000025 -0.11277999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021616135211406488 4.48987889882405e-05 -0.00012747228288294182 0.00029546082718708754 leaf_weight=1.794055106325686 61.406488086285208 31.732770018204064 6.6695731024956313 leaf_count=47 1273 1685 100 internal_value=0 -1.3911e-05 0.000185605 internal_weight=0 93.1393 8.46363 internal_count=3105 2958 147 is_linear=0 shrinkage=0.000400217 Tree=7624 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=2.15831 2.10758 threshold=0.081930000000000017 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.1069950116396803e-07 -0.01938406099816093 0.019821604115433357 leaf_weight=98.893810004093211 2.2269521989219347 2.1746283214160931 leaf_count=2913 45 108 internal_value=0 0.000448452 internal_weight=0 101.068 internal_count=3066 3021 is_linear=0 shrinkage=0.0204111 Tree=7625 num_leaves=4 num_cat=0 split_feature=0 3 0 split_gain=2.34595 6.06001 4.27138 threshold=-0.07087499999999998 0.076840000000000006 -0.10726999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017569889171502287 0.0094497115623941464 -0.010357541486724006 -0.0090563389942446212 leaf_weight=45.616572209335573 26.418875419600226 8.3946043255564273 22.705672527301431 leaf_count=555 640 132 1731 internal_value=0 0.00465568 -0.00184556 internal_weight=0 34.8135 68.3222 internal_count=3058 772 2286 is_linear=0 shrinkage=0.0204111 Tree=7626 num_leaves=4 num_cat=0 split_feature=0 48 3 split_gain=3.41436 4.289 2.74121 threshold=-0.10726999999999999 0.12879500000000002 0.18595000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010632562917691368 -9.227242780196013e-05 -0.00036813422328081956 0.00040137792272900065 leaf_weight=42.458825270419766 52.939029643109279 3.1784732369196709 1.7559404669009371 leaf_count=529 2448 33 64 internal_value=0 7.24611e-05 -7.56365e-05 internal_weight=0 45.6373 54.695 internal_count=3074 562 2512 is_linear=0 shrinkage=0.000400217 Tree=7627 num_leaves=3 num_cat=0 split_feature=158 480 split_gain=1.99996 1.92229 threshold=0.11034000000000001 0.086640000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.3351774722086004e-05 -0.00041169692885464248 -0.00036374476996030075 leaf_weight=99.919219497292943 1.6748361619484047 1.9861290506232752 leaf_count=2771 124 194 internal_value=0 1.54163e-05 internal_weight=0 101.905 internal_count=3089 2965 is_linear=0 shrinkage=0.000400217 Tree=7628 num_leaves=3 num_cat=0 split_feature=51 16 split_gain=2.19499 1.85242 threshold=-0.40548499999999993 -0.54213499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040702219548519514 0.00030287232854845947 1.2536290394520217e-05 leaf_weight=1.8246883328720276 3.5423104744404545 96.135388480968686 leaf_count=118 84 2911 internal_value=0 2.31824e-05 internal_weight=0 99.6777 internal_count=3113 2995 is_linear=0 shrinkage=0.000400217 Tree=7629 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=2.70403 4.24519 2.86105 threshold=0.086635000000000004 0.086935000000000012 -0.14236999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019163983782548424 0.00053099612198926531 1.074926713916264e-05 -0.00014805176108180295 leaf_weight=4.4495425652712575 2.5051357503216414 62.876170948864456 31.240654475710471 leaf_count=87 38 1777 1222 internal_value=0 3.15566e-05 -0.000105235 internal_weight=0 65.3813 35.6902 internal_count=3124 1815 1309 is_linear=0 shrinkage=0.000400217 Tree=7630 num_leaves=4 num_cat=0 split_feature=1 4 14 split_gain=2.33633 10.1674 2.07737 threshold=1.0000000180025095e-35 -0.083954999999999988 -0.13131999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010669124008198708 -0.0093741064439699026 -0.014202195639126119 0.0036598209936957414 leaf_weight=11.267609036329306 5.4296474542206843 17.10411385245061 63.721922261320287 leaf_count=325 137 1253 1384 internal_value=0 -0.00432163 0.00262292 internal_weight=0 28.3717 69.1516 internal_count=3099 1578 1521 is_linear=0 shrinkage=0.0204111 Tree=7631 num_leaves=4 num_cat=0 split_feature=160 13 15 split_gain=1.77915 1.85076 0.176829 threshold=-0.40187499999999993 -0.5318799999999998 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0007691770703609328 -0.014106524080153251 0.0019844559329297825 -0.021276101976272839 leaf_weight=0.20640476003245556 2.9633777314447789 94.879034777432935 1.4854327638563507 leaf_count=21 42 2754 226 internal_value=0 0.00148154 -0.0189773 internal_weight=0 97.8424 1.69184 internal_count=3043 2796 247 is_linear=0 shrinkage=0.0204111 Tree=7632 num_leaves=3 num_cat=0 split_feature=1456 39 split_gain=2.54058 2.43067 threshold=-1.0000000180025095e-35 0.16168500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041111313793852904 8.1453182196287795e-06 0.00047792838700150855 leaf_weight=2.1626267044935039 96.924283839680356 1.6849415883189056 leaf_count=288 2796 24 internal_value=0 1.67055e-05 internal_weight=0 98.6092 internal_count=3108 2820 is_linear=0 shrinkage=0.000400217 Tree=7633 num_leaves=3 num_cat=0 split_feature=375 130 split_gain=2.48269 2.07024 threshold=-1.0000000180025095e-35 -0.084569999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024174395573975906 -0.01601211674253673 0.0019733103255509254 leaf_weight=1.4831274349708099 2.6289157015708033 98.941976708998936 leaf_count=16 109 2993 internal_value=0 0.00149068 internal_weight=0 101.571 internal_count=3118 3102 is_linear=0 shrinkage=0.0204111 Tree=7634 num_leaves=3 num_cat=0 split_feature=148 11 split_gain=1.8175 1.93631 threshold=0.10530000000000002 0.081130000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012708776139028813 -0.022495914371131048 -0.0097626035050610606 leaf_weight=92.365850483374288 1.3432843665359531 7.0262038332366492 leaf_count=2890 18 179 internal_value=0 0.000480793 internal_weight=0 99.3921 internal_count=3087 3069 is_linear=0 shrinkage=0.0204111 Tree=7635 num_leaves=3 num_cat=0 split_feature=448 48 split_gain=2.29267 3.58199 threshold=-0.083779999999999979 -0.032929999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019825030670639565 0.013901926652716428 -0.00021735683269919406 leaf_weight=2.144588833602028 8.0736900387273618 87.501504943311375 leaf_count=49 143 2901 internal_value=0 0.000990238 internal_weight=0 95.5752 internal_count=3093 3044 is_linear=0 shrinkage=0.0204111 Tree=7636 num_leaves=4 num_cat=0 split_feature=13 52 39 split_gain=2.9381 2.84402 2.58062 threshold=-0.10462499999999998 0.10932500000000002 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020071757664490167 -6.2144367051290952e-05 -0.00023364478040876105 0.00013569153435237847 leaf_weight=17.286960839977841 65.92243262176089 2.7073557367002641 12.463463530395527 leaf_count=258 2430 56 315 internal_value=0 0.000140929 -3.05395e-05 internal_weight=0 19.9943 78.3859 internal_count=3059 314 2745 is_linear=0 shrinkage=0.000400217 Tree=7637 num_leaves=4 num_cat=0 split_feature=148 51 148 split_gain=2.06176 2.05497 0.727784 threshold=-0.084284999999999985 0.161415 -0.12066999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0054590986855047692 0.0011868590920689794 -0.023678359171997267 -0.025623298132560372 leaf_weight=1.5369357292074712 98.165847747237422 1.2926466268077081 1.4933355149405532 leaf_count=30 2967 57 49 internal_value=0 0.000837427 -0.0159551 internal_weight=0 99.4585 3.03027 internal_count=3103 3024 79 is_linear=0 shrinkage=0.0204111 Tree=7638 num_leaves=4 num_cat=0 split_feature=1 151 1 split_gain=1.85171 3.22437 2.1417 threshold=0.077800000000000022 -0.083559999999999982 0.078295000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044626946339670188 0.00052357810863678058 -2.9483146495331008e-05 3.3584659948132271e-05 leaf_weight=3.1888007588713654 1.348505534348077 30.167372813099064 67.729462862153014 leaf_count=168 6 1413 1454 internal_value=0 -7.0687e-05 4.39819e-05 internal_weight=0 33.3562 69.078 internal_count=3041 1581 1460 is_linear=0 shrinkage=0.000400217 Tree=7639 num_leaves=3 num_cat=0 split_feature=33 453 split_gain=2.25991 1.88886 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020487769185891066 0.001390205707412812 -0.013865369454295709 leaf_weight=2.0044073835015288 92.662361711393714 3.397525198000948 leaf_count=42 2976 71 internal_value=0 0.000835119 internal_weight=0 96.0599 internal_count=3089 3047 is_linear=0 shrinkage=0.0204111 Tree=7640 num_leaves=4 num_cat=0 split_feature=1374 0 0 split_gain=2.47893 2.3847 0.462576 threshold=0.086000000000000007 -0.23031999999999997 -0.14797999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017973856459818627 -0.00053123892971294916 -1.1145564870996523e-05 -0.00018143417040763672 leaf_weight=11.759574566473018 1.3436685430424407 89.543689620757505 1.3386527678158007 leaf_count=99 16 2930 65 internal_value=0 1.11868e-05 -0.000370929 internal_weight=0 101.303 2.68232 internal_count=3110 3029 81 is_linear=0 shrinkage=0.000400217 Tree=7641 num_leaves=4 num_cat=0 split_feature=13 13 52 split_gain=2.25593 3.07531 2.06218 threshold=0.15312500000000004 0.14307000000000003 0.10616500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.315903295612993e-05 -0.00030213765069160369 0.00054628594578840428 0.00019207637184297295 leaf_weight=90.746186084806595 6.2420664043529532 1.6550402548164118 1.6348206817310709 leaf_count=2890 150 8 41 internal_value=0 2.33577e-05 -0.000198311 internal_weight=0 92.4012 7.87689 internal_count=3089 2898 191 is_linear=0 shrinkage=0.000400217 Tree=7642 num_leaves=3 num_cat=0 split_feature=124 155 split_gain=2.31218 1.98923 threshold=0.10385500000000002 0.090655000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.8624222155693489e-06 0.00031668609038022316 -0.00040788633703078803 leaf_weight=97.919619748090099 3.3063978295540428 1.9416140134926525 leaf_count=2865 36 181 internal_value=0 -1.80494e-05 internal_weight=0 99.8612 internal_count=3082 3046 is_linear=0 shrinkage=0.000400217 Tree=7643 num_leaves=3 num_cat=0 split_feature=149 1 split_gain=2.16413 2.1937 threshold=0.11234000000000001 0.10100500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.7622948485325854e-05 -0.00051862738307469644 5.5749574968129725e-05 leaf_weight=62.807429791555023 1.3162528136745084 36.360852174031606 leaf_count=2347 16 768 internal_value=0 -2.23756e-05 internal_weight=0 99.1683 internal_count=3131 3115 is_linear=0 shrinkage=0.000400217 Tree=7644 num_leaves=4 num_cat=0 split_feature=484 1444 147 split_gain=1.95676 2.44333 1.93046 threshold=-0.0048899999999999994 -0.083574999999999997 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015299284308125011 0.024730874948645506 -6.482548785926624e-05 0.019183995089325459 leaf_weight=5.5734069118971084 1.574138174066319 91.545849293604533 0.67103305459022511 leaf_count=478 12 2580 3 internal_value=0 0.000383528 -0.011321 internal_weight=0 93.12 6.24444 internal_count=3073 2592 481 is_linear=0 shrinkage=0.0204111 Tree=7645 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=4.90997 9.67655 2.26164 threshold=1.0000000180025095e-35 -0.083574999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045389740884208289 -5.0473546702674067e-05 1.2552640561474703e-05 0.00010051442619648932 leaf_weight=10.546227472346798 24.517416250640963 21.46345570590438 44.758022627385799 leaf_count=829 776 765 766 internal_value=0 -0.000142175 4.70827e-05 internal_weight=0 32.0097 69.2754 internal_count=3136 1594 1542 is_linear=0 shrinkage=0.000400217 Tree=7646 num_leaves=4 num_cat=0 split_feature=43 376 11 split_gain=2.40165 4.40282 2.96774 threshold=-0.07440999999999999 0.08573500000000002 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.1893676968546566e-05 -0.00011820067134035936 0.0003495820038029209 -0.00035052379761556452 leaf_weight=33.736801587216178 56.111016343058509 3.3116260011156546 2.7807165137128314 leaf_count=1152 1810 51 56 internal_value=0 -9.15227e-05 3.87545e-05 internal_weight=0 59.4226 36.5175 internal_count=3069 1861 1208 is_linear=0 shrinkage=0.000400217 Tree=7647 num_leaves=4 num_cat=0 split_feature=133 1 1429 split_gain=1.92343 2.48788 1.86005 threshold=0.10681500000000001 0.109225 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018852672137635012 -0.025251517348601586 0.015113706012789017 0.0019063753310263995 leaf_weight=1.7197287236222099 2.253838750566501 0.78501274227164675 100.15294451851878 leaf_count=144 394 36 2529 internal_value=0 -0.0146576 0.00153563 internal_weight=0 3.03885 101.873 internal_count=3103 430 2673 is_linear=0 shrinkage=0.0204111 Tree=7648 num_leaves=3 num_cat=0 split_feature=52 151 split_gain=2.6802 1.90543 threshold=-0.41845999999999994 -0.52342999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039915305185263028 -0.00043802861447906391 2.0828726497152372e-05 leaf_weight=2.4669632315271874 1.3593479412047589 98.314761682462631 leaf_count=290 44 2773 internal_value=0 1.40864e-05 internal_weight=0 99.6741 internal_count=3107 2817 is_linear=0 shrinkage=0.000400217 Tree=7649 num_leaves=4 num_cat=0 split_feature=2 2 3 split_gain=3.65629 2.16595 0.38904 threshold=-0.10161999999999997 -0.074699999999999989 -0.15102499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016556572651780591 -0.00040628073159834844 -2.4798845470647542e-05 0.00041046986798553875 leaf_weight=1.9500996029310043 2.3356677936390033 92.852199023847334 2.8962379863951346 leaf_count=30 36 2987 60 internal_value=0 -3.46258e-05 0.000317888 internal_weight=0 95.1879 4.84634 internal_count=3113 3023 90 is_linear=0 shrinkage=0.000400217 Tree=7650 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=2.1389 2.49344 threshold=-0.16156999999999996 0.083110000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017386846821623232 -0.0053556287866844627 0.0023311734981625747 leaf_weight=3.1250273840523723 22.887895234332973 74.515221431920509 leaf_count=61 758 2282 internal_value=0 0.000520844 internal_weight=0 97.4031 internal_count=3101 3040 is_linear=0 shrinkage=0.0204111 Tree=7651 num_leaves=4 num_cat=0 split_feature=3 12 15 split_gain=2.56507 3.01112 2.33797 threshold=-0.15490999999999996 0.085945000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035145650370706417 2.0907077768639776e-05 -0.00013537119050159176 -2.2964101978909704e-05 leaf_weight=5.442575458495412 53.666268829179899 31.111195607254558 5.1210868009075039 leaf_count=73 1190 1628 139 internal_value=0 -3.6546e-05 0.000171607 internal_weight=0 84.7775 10.5637 internal_count=3030 2818 212 is_linear=0 shrinkage=0.000400217 Tree=7652 num_leaves=4 num_cat=0 split_feature=0 0 12 split_gain=2.39566 5.79613 2.99118 threshold=-0.074479999999999977 -0.10726999999999999 0.098685000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001694724737046007 0.006942511885409678 -0.011460320262735501 -0.0083064926462358447 leaf_weight=41.456302456193953 27.519878230938048 20.903216585218615 6.5483893141536091 leaf_count=557 625 1599 288 internal_value=0 -0.00272755 0.00399383 internal_weight=0 62.3595 34.0683 internal_count=3069 2156 913 is_linear=0 shrinkage=0.0204111 Tree=7653 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=3.22839 6.00992 4.27246 threshold=-0.074479999999999977 -0.088159999999999988 -0.54034499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.0000217326449943e-06 -0.0010091750413441991 -0.00034686692374645111 9.8524148533268876e-05 leaf_weight=50.665177984854381 0.45465366792632167 10.006133454921381 38.154826960992068 leaf_count=1038 10 1102 924 internal_value=0 -6.52586e-05 8.25998e-05 internal_weight=0 60.6713 38.6095 internal_count=3074 2140 934 is_linear=0 shrinkage=0.000400217 Tree=7654 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=2.27324 2.22178 threshold=-0.094679999999999986 -0.10726999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015269499752926649 0.0049040054963688075 -0.0012384508284441903 leaf_weight=3.4371715474408111 42.30752253776518 58.100643583154124 leaf_count=56 543 2531 internal_value=0 0.00135229 internal_weight=0 100.408 internal_count=3130 3074 is_linear=0 shrinkage=0.0204111 Tree=7655 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=2.20122 5.85957 2.74461 threshold=-0.097724999999999992 -0.080944999999999975 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001010811733657424 -0.017217892116830585 -0.00022950727730665141 0.01689571729314937 leaf_weight=21.506604440022787 9.5837163644100638 66.314189782183348 5.6348080824136551 leaf_count=413 1025 1614 53 internal_value=0 -0.00239685 0.00436453 internal_weight=0 75.8979 27.1414 internal_count=3105 2639 466 is_linear=0 shrinkage=0.0204111 Tree=7656 num_leaves=4 num_cat=0 split_feature=16 0 11 split_gain=2.60691 3.37734 2.30944 threshold=-0.008454999999999999 0.13907500000000003 0.079700000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.6617395098115436e-05 8.9650885513685596e-05 -0.00067104408889406321 -0.00029605031143959808 leaf_weight=54.732498294605193 42.003931698538508 1.3126276373805001 2.5344124931871184 leaf_count=1997 982 13 118 internal_value=0 -6.25508e-05 6.70156e-05 internal_weight=0 56.0451 44.5383 internal_count=3110 2010 1100 is_linear=0 shrinkage=0.000400217 Tree=7657 num_leaves=3 num_cat=0 split_feature=3 41 split_gain=2.13103 1.90417 threshold=-0.24572499999999997 0.078150000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028589371348100221 -3.308496493614558e-06 -0.00022474370205846381 leaf_weight=3.7174215035047373 90.889742776773801 6.5655030512571093 leaf_count=44 2894 152 internal_value=0 -1.84673e-05 internal_weight=0 97.4552 internal_count=3090 3046 is_linear=0 shrinkage=0.000400217 Tree=7658 num_leaves=4 num_cat=0 split_feature=43 16 12 split_gain=2.56384 3.14161 2.29017 threshold=0.077425000000000008 0.10832000000000001 -0.03664499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.6520376538309701e-05 -0.00023780299764634464 -0.00017076954631726425 0.00023040618562817318 leaf_weight=68.58994557544429 1.8304466668923858 15.813304793879068 12.777675141374853 leaf_count=2251 64 497 279 internal_value=0 -1.062e-05 0.000170375 internal_weight=0 84.4033 14.6081 internal_count=3091 2748 343 is_linear=0 shrinkage=0.000400217 Tree=7659 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=2.47523 2.62443 threshold=-0.094679999999999986 -0.23031999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032480580814701215 0.0002298703531106589 1.6006036395420497e-05 leaf_weight=2.9979376655537626 10.12076847211574 90.482298033445204 leaf_count=50 93 2906 internal_value=0 3.77526e-05 internal_weight=0 100.603 internal_count=3049 2999 is_linear=0 shrinkage=0.000400217 Tree=7660 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=1.91242 2.37897 threshold=0.51195500000000005 -0.088819999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0045442380810483051 0.020809110042349449 0.0021550283051693575 leaf_weight=32.928810943856661 1.7504948220739596 66.478443878016151 leaf_count=732 137 2218 internal_value=0 -6.67302e-05 internal_weight=0 99.4073 internal_count=3087 2950 is_linear=0 shrinkage=0.0204111 Tree=7661 num_leaves=3 num_cat=0 split_feature=1375 1447 split_gain=2.77469 2.35044 threshold=-0.43271999999999994 -0.086059999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026876476480793426 0.019601419901692507 -0.00042212446249078749 leaf_weight=1.5039118663153193 2.3944517706286197 95.358845855081654 leaf_count=17 99 2954 internal_value=0 9.0214e-05 internal_weight=0 97.7533 internal_count=3070 3053 is_linear=0 shrinkage=0.0204111 Tree=7662 num_leaves=4 num_cat=0 split_feature=3 49 151 split_gain=2.25507 4.01921 3.1996 threshold=-0.097724999999999992 -0.085934999999999984 0.055120000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002983410254546728 -0.01427847923621672 0.0004681700947222665 0.024355531464094225 leaf_weight=23.899125825122614 8.6028048077132535 66.0684240353512 3.2200789536582297 leaf_count=437 155 2465 19 internal_value=0 -0.00124961 0.0056108 internal_weight=0 74.6712 27.1192 internal_count=3076 2620 456 is_linear=0 shrinkage=0.0204111 Tree=7663 num_leaves=3 num_cat=0 split_feature=124 158 split_gain=2.08973 2.24041 threshold=0.11158000000000001 0.084965000000000027 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0004509387285141815 0.017233797176055929 -0.012140877875720225 leaf_weight=92.379858667000462 2.7862160381628192 6.1751262778916489 leaf_count=2710 33 339 internal_value=0 -0.000350905 internal_weight=0 98.555 internal_count=3082 3049 is_linear=0 shrinkage=0.0204111 Tree=7664 num_leaves=4 num_cat=0 split_feature=10 10 4 split_gain=1.80463 2.67513 0.105907 threshold=-0.088499999999999981 -0.0096749999999999978 0.057445000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018161438877433266 -0.00042712400342373533 -4.2907753856025644e-06 0.00039641345360866249 leaf_weight=0.88678388250991647 2.3455639234889523 96.800438602103441 1.5136995782668234 leaf_count=50 55 2971 44 internal_value=0 -1.47646e-05 0.000328693 internal_weight=0 99.146 2.40048 internal_count=3120 3026 94 is_linear=0 shrinkage=0.000400217 Tree=7665 num_leaves=4 num_cat=0 split_feature=131 124 13 split_gain=2.50146 2.88864 2.51846 threshold=0.08956500000000002 0.0014500000000000001 -0.10462499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001562024588568148 -0.00032787130730708259 0.00041787021835981442 -8.3783694405697366e-06 leaf_weight=18.510934749017906 5.8546392754651597 0.86853111436357711 74.297093829691676 leaf_count=266 385 12 2388 internal_value=0 -0.000226266 2.45966e-05 internal_weight=0 6.72317 92.808 internal_count=3051 397 2654 is_linear=0 shrinkage=0.000400217 Tree=7666 num_leaves=4 num_cat=0 split_feature=0 1 49 split_gain=2.78482 3.04281 2.66305 threshold=-0.0033699999999999993 0.076845000000000011 0.082865000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0088148066706263805 0.0029663570719819011 0.00015994300944774696 0.023221181850913722 leaf_weight=21.056886138041136 14.849732826522088 61.336899896090472 3.2070484812975328 leaf_count=1540 298 1276 31 internal_value=0 -0.00214253 0.00668473 internal_weight=0 82.3938 18.0568 internal_count=3145 2816 329 is_linear=0 shrinkage=0.0204111 Tree=7667 num_leaves=3 num_cat=0 split_feature=1211 42 split_gain=1.81176 1.71001 threshold=0.082530000000000006 -0.40652499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.026922949443664159 -0.020301159474905007 0.0013774977554639621 leaf_weight=0.78564488887786765 1.5589049386180693 100.47918519833502 leaf_count=5 156 2936 internal_value=0 0.00112844 internal_weight=0 101.265 internal_count=3097 2941 is_linear=0 shrinkage=0.0204111 Tree=7668 num_leaves=4 num_cat=0 split_feature=1456 403 151 split_gain=1.85517 1.72749 1.0375 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.035524999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021334238144818978 -0.00015968885798345388 4.6746345951142525e-05 -0.00040723670080856033 leaf_weight=0.45467193692820762 6.8653226125124993 93.997639516677737 2.2315100733640056 leaf_count=30 710 2094 256 internal_value=0 3.25337e-05 -0.000297862 internal_weight=0 100.863 2.68618 internal_count=3090 2804 286 is_linear=0 shrinkage=0.000400217 Tree=7669 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=2.76647 2.55829 threshold=-1.0000000180025095e-35 -0.14169499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041270331974565844 0.00030247342731946517 -2.4822656206952028e-05 leaf_weight=2.4157662806683211 3.8771431640925575 93.096582311604834 leaf_count=96 81 2934 internal_value=0 -1.14032e-05 internal_weight=0 96.9737 internal_count=3111 3015 is_linear=0 shrinkage=0.000400217 Tree=7670 num_leaves=4 num_cat=0 split_feature=52 133 480 split_gain=2.18208 2.78384 1.99337 threshold=0.17160000000000003 -0.23060499999999998 0.086640000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00092851227452645077 0.024068917012929535 -0.016957643478329877 -0.020577062085533969 leaf_weight=93.481255586378211 0.68768264908612753 5.4047267685477882 1.7188638908728524 leaf_count=2598 18 358 148 internal_value=0 -0.011976 0.000516507 internal_weight=0 6.09241 95.2001 internal_count=3122 376 2746 is_linear=0 shrinkage=0.0204111 Tree=7671 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=1.76021 2.17451 threshold=-0.080134999999999984 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020280060403841824 -0.00030086549114564047 -0.022946134789461364 leaf_weight=1.5801656488329161 96.336437952248161 1.687713871589948 leaf_count=13 2980 88 internal_value=0 -0.000716492 internal_weight=0 98.0242 internal_count=3081 3068 is_linear=0 shrinkage=0.0204111 Tree=7672 num_leaves=4 num_cat=0 split_feature=456 0 150 split_gain=2.5949 2.33332 0.833459 threshold=0.084065000000000015 -0.23075999999999999 0.088135000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010378359044683774 -0.020950882142190312 -0.00087152554138819496 0.00073180202251059141 leaf_weight=8.2916975031257589 3.2182388072469612 89.192832147565241 0.93955008452758182 leaf_count=84 148 2822 52 internal_value=0 9.61596e-05 -0.0161605 internal_weight=0 97.4845 4.15779 internal_count=3106 2906 200 is_linear=0 shrinkage=0.0204111 Tree=7673 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=2.50306 3.30445 2.59847 threshold=-0.10075499999999998 0.09450500000000002 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0090782415000672228 -0.0059899405114572559 0.0026718740936090991 -0.0053714436821815465 leaf_weight=19.123392421679458 41.139636654276273 32.960158547022729 7.0131277838954693 leaf_count=264 1894 756 186 internal_value=0 -0.00213888 0.00519463 internal_weight=0 74.0998 26.1365 internal_count=3100 2650 450 is_linear=0 shrinkage=0.0204111 Tree=7674 num_leaves=4 num_cat=0 split_feature=2 44 4 split_gain=2.10364 2.41816 0.359676 threshold=0.14780500000000005 1.0000000180025095e-35 0.066705000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00091047213764017666 0.018345640828668529 -0.021162741065099896 0.0053947107227824516 leaf_weight=92.893076420007219 2.4021783941498138 2.4114945418550624 1.5809754194051491 leaf_count=2914 60 51 83 internal_value=0 -0.00144715 0.0134933 internal_weight=0 95.3046 3.98315 internal_count=3108 2965 143 is_linear=0 shrinkage=0.0204111 Tree=7675 num_leaves=3 num_cat=0 split_feature=1373 148 split_gain=2.08672 2.16864 threshold=0.099250000000000019 -0.083929999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016074132021942716 -0.025094120092258008 0.0010333407236685736 leaf_weight=3.0768993174569905 1.2342914039763844 96.690915110421429 leaf_count=85 24 3014 internal_value=0 0.000488308 internal_weight=0 99.7678 internal_count=3123 3099 is_linear=0 shrinkage=0.0204111 Tree=7676 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=2.78527 2.58029 2.56883 threshold=-0.24269999999999997 -0.19153499999999998 0.11901000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028611140904657772 -0.00043553705631163981 -5.8044287088001994e-05 -0.00028481666302510603 leaf_weight=6.3711114427569546 2.8908421653322867 88.327461186372147 1.4718460491858421 leaf_count=232 82 2792 21 internal_value=0 -7.05269e-05 0.000176468 internal_weight=0 91.2183 7.84296 internal_count=3127 2874 253 is_linear=0 shrinkage=0.000400217 Tree=7677 num_leaves=4 num_cat=0 split_feature=376 13 43 split_gain=2.42343 2.22917 0.851991 threshold=1.0000000180025095e-35 -0.09194999999999999 0.0049750000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8105067918536853e-05 0.00012718792812058916 -4.4124701369864164e-05 0.00040935842850882187 leaf_weight=23.289600059688382 5.6473528155911463 71.715059598129756 2.4631576729007065 leaf_count=429 154 2507 13 internal_value=0 -9.18382e-06 0.00021729 internal_weight=0 95.0047 8.11051 internal_count=3103 2936 167 is_linear=0 shrinkage=0.000400217 Tree=7678 num_leaves=3 num_cat=0 split_feature=1374 123 split_gain=2.19501 2.19736 threshold=-0.094679999999999986 0.13456000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014470738942707591 0.0026012711740708576 -0.023590591590801666 leaf_weight=3.2795001288177437 95.458709440883922 1.2422155257663678 leaf_count=55 3007 19 internal_value=0 0.00223792 internal_weight=0 96.7009 internal_count=3081 3026 is_linear=0 shrinkage=0.0204111 Tree=7679 num_leaves=4 num_cat=0 split_feature=133 133 52 split_gain=1.98462 2.28203 0.0142274 threshold=-0.26577499999999993 -0.23060499999999998 -0.15542499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019738547407896037 0.00044145545438823846 -1.1691275389443963e-05 -0.00045195188257702765 leaf_weight=0.3009697578017948 1.7005366764933558 99.37824679503683 1.4324067570059913 leaf_count=27 34 2899 164 internal_value=0 -3.58756e-06 -0.000422409 internal_weight=0 101.079 1.73338 internal_count=3124 2933 191 is_linear=0 shrinkage=0.000400217 Tree=7680 num_leaves=3 num_cat=0 split_feature=51 52 split_gain=2.03183 2.08499 threshold=-0.40148999999999996 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040602756812826312 7.8315085779587668e-05 -4.374342052104258e-05 leaf_weight=1.9129650681679766 34.376034203052768 63.928638735339518 leaf_count=113 866 2115 internal_value=0 -1.0204e-06 internal_weight=0 98.3047 internal_count=3094 2981 is_linear=0 shrinkage=0.000400217 Tree=7681 num_leaves=3 num_cat=0 split_feature=42 39 split_gain=2.4395 3.00828 threshold=-0.24552499999999997 0.0047850000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048838281935057435 -1.6802251581619005e-05 0.00019007649463095727 leaf_weight=1.4848028342239548 85.941611926227779 12.841533357364822 leaf_count=21 2754 344 internal_value=0 1.02762e-05 internal_weight=0 98.7831 internal_count=3119 3098 is_linear=0 shrinkage=0.000400217 Tree=7682 num_leaves=4 num_cat=0 split_feature=480 159 2 split_gain=2.3853 2.01833 0.0552612 threshold=0.086640000000000009 -0.027939999999999996 0.11693000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022745380016670917 -0.00042858832268251204 1.8278311981284301e-06 -0.00018105278670594061 leaf_weight=6.7074755483704385 1.7945070008727264 92.372581407266807 0.41628924167162029 leaf_count=252 181 2665 25 internal_value=0 1.73417e-05 -0.000392952 internal_weight=0 99.0801 2.2108 internal_count=3123 2917 206 is_linear=0 shrinkage=0.000400217 Tree=7683 num_leaves=4 num_cat=0 split_feature=43 133 51 split_gain=2.36315 5.95527 2.49078 threshold=-0.080924999999999983 -0.037434999999999989 0.161415 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015637276009469639 0.0025270530105078021 -0.0098346438170551272 -0.021926640448716887 leaf_weight=4.5653598621720475 72.661555349577611 20.988740855904325 1.6664808613113553 leaf_count=63 2090 910 47 internal_value=0 -0.0052356 0.00194663 internal_weight=0 25.5541 74.328 internal_count=3110 973 2137 is_linear=0 shrinkage=0.0204111 Tree=7684 num_leaves=4 num_cat=0 split_feature=4 4 11 split_gain=2.03462 5.17013 3.57933 threshold=-0.078079999999999997 0.0064450000000000011 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0062385547560445563 -0.0093531255263422739 0.0020254457863155039 -0.023872945936728385 leaf_weight=25.571082957628281 26.451974591482667 44.433873059431789 1.6478157895544416 leaf_count=854 1229 875 129 internal_value=0 -0.00222867 0.00432529 internal_weight=0 70.8858 27.2189 internal_count=3087 2104 983 is_linear=0 shrinkage=0.0204111 Tree=7685 num_leaves=3 num_cat=0 split_feature=10 11 split_gain=1.98432 2.34339 threshold=0.08302000000000001 0.088315000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00023879067534130096 0.018629966401325859 -0.016301850035123702 leaf_weight=97.399809056883441 2.2319021048060668 3.5920268366498922 leaf_count=2957 70 97 internal_value=0 -0.000366921 internal_weight=0 100.992 internal_count=3124 3054 is_linear=0 shrinkage=0.0204111 Tree=7686 num_leaves=3 num_cat=0 split_feature=51 151 split_gain=2.03484 1.97198 threshold=-0.40548499999999993 -0.52342999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020666028941258015 -0.022419551793719437 0.0012495711199740206 leaf_weight=1.7458289701062302 1.3770068541271019 97.5745638247231 leaf_count=112 47 2889 internal_value=0 0.000895225 internal_weight=0 98.9516 internal_count=3048 2936 is_linear=0 shrinkage=0.0204111 Tree=7687 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=2.99301 2.50911 1.90891 threshold=0.11332500000000002 -0.078079999999999997 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5969402690652537e-05 -1.7765338026606038e-05 -9.5656890339082645e-05 0.000223693810213731 leaf_weight=25.882352218364758 9.023287656062168 53.359001246431944 12.359367472323354 leaf_count=908 136 1678 342 internal_value=0 -4.61226e-05 0.000122238 internal_weight=0 79.2414 21.3827 internal_count=3064 2586 478 is_linear=0 shrinkage=0.000400217 Tree=7688 num_leaves=4 num_cat=0 split_feature=158 1 156 split_gain=2.37751 2.9723 2.143 threshold=0.084710000000000021 0.10165500000000001 0.11896500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.2909980529420566e-05 -0.00041500805982041302 0.00014673371610568305 -0.0004728250977004189 leaf_weight=91.051734793974902 4.6470575292087224 2.1398866907111369 1.3664796961966192 leaf_count=2700 243 102 98 internal_value=0 -0.000238387 5.16453e-06 internal_weight=0 6.78694 92.4182 internal_count=3143 345 2798 is_linear=0 shrinkage=0.000400217 Tree=7689 num_leaves=4 num_cat=0 split_feature=14 39 48 split_gain=2.44165 1.95747 0.981117 threshold=0.073890000000000011 0.16168500000000002 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5961495989151542e-05 -0.036618725409129589 0.020687550141792153 -0.0089637913625084126 leaf_weight=95.758246632272858 0.84878001961624283 1.8272484256885935 1.4373432018692245 leaf_count=2938 16 26 89 internal_value=0 0.000385155 -0.0204617 internal_weight=0 97.5855 2.28612 internal_count=3069 2964 105 is_linear=0 shrinkage=0.0204111 Tree=7690 num_leaves=3 num_cat=0 split_feature=52 47 split_gain=2.76066 1.98117 threshold=-0.40306999999999998 0.086425000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039930595572640847 3.9543190996119796e-05 -0.00010445212289946833 leaf_weight=2.584367627514438 77.76801257196621 18.936617434534128 leaf_count=307 2417 321 internal_value=0 1.1258e-05 internal_weight=0 96.7046 internal_count=3045 2738 is_linear=0 shrinkage=0.000400217 Tree=7691 num_leaves=3 num_cat=0 split_feature=124 457 split_gain=2.09234 1.88464 threshold=0.10385500000000002 -0.23052999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.017036257494090268 0.016363561666148323 -0.00044394816537236868 leaf_weight=2.5280429530976098 3.263866734225302 96.257105041595878 leaf_count=31 42 3029 internal_value=0 2.21748e-05 internal_weight=0 98.7851 internal_count=3102 3060 is_linear=0 shrinkage=0.0204111 Tree=7692 num_leaves=3 num_cat=0 split_feature=1375 158 split_gain=2.6423 2.37321 threshold=-0.43271999999999994 0.084965000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026548220072120859 0.0010523992192700746 -0.012238958875501291 leaf_weight=1.4490995655978611 89.545980502044131 5.8573672587726824 leaf_count=16 2734 336 internal_value=0 0.000222975 internal_weight=0 95.4033 internal_count=3086 3070 is_linear=0 shrinkage=0.0204111 Tree=7693 num_leaves=4 num_cat=0 split_feature=160 1 43 split_gain=3.01383 2.9843 2.2663 threshold=0.088095000000000021 0.089370000000000019 -0.063379999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0052109252484129186 -0.021103954001803284 1.4104156476637929e-05 -0.0015041376390032292 leaf_weight=33.990833599740199 5.270755069828736 5.7826537805449334 54.151571394513667 leaf_count=1165 220 104 1557 internal_value=0 -0.0101666 0.00108875 internal_weight=0 11.0534 88.1424 internal_count=3046 324 2722 is_linear=0 shrinkage=0.0204111 Tree=7694 num_leaves=4 num_cat=0 split_feature=150 15 43 split_gain=2.28172 3.42528 2.83038 threshold=0.082085000000000019 -0.031974999999999996 -0.069909999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017344993240747592 0.0082708352872621124 -0.0089339507715009876 -0.0068069784059647158 leaf_weight=26.478732797748762 18.255852151054572 6.4343911191681391 41.221207289881022 leaf_count=1077 263 148 1558 internal_value=0 0.0037671 -0.0034689 internal_weight=0 24.6902 67.6999 internal_count=3046 411 2635 is_linear=0 shrinkage=0.0204111 Tree=7695 num_leaves=4 num_cat=0 split_feature=49 1 130 split_gain=2.35449 5.67979 2.84069 threshold=-0.085934999999999984 0.10536000000000002 -0.084569999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041342907953574544 -0.0004028925731373385 0.00014747161186009998 3.5689246655576413e-05 leaf_weight=6.4579408545250754 2.319454063603188 5.0846420061498065 87.531999979242755 leaf_count=126 93 77 2829 internal_value=0 -0.000167303 2.38802e-05 internal_weight=0 11.5426 89.8515 internal_count=3125 203 2922 is_linear=0 shrinkage=0.000400217 Tree=7696 num_leaves=4 num_cat=0 split_feature=12 43 1 split_gain=2.28415 2.28593 2.2183 threshold=0.11596500000000001 -0.063379999999999978 0.13695500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8878141966566376e-05 -0.00045665466970149643 -2.8962362730124486e-05 0.00019344075186835861 leaf_weight=35.450663278301363 2.9931290786953459 60.450973125907694 1.0803266626317052 leaf_count=1309 126 1616 31 internal_value=0 1.83549e-05 -0.000283679 internal_weight=0 95.9016 4.07346 internal_count=3082 2925 157 is_linear=0 shrinkage=0.000400217 Tree=7697 num_leaves=4 num_cat=0 split_feature=43 1212 15 split_gain=2.5422 1.72466 0.0466672 threshold=0.25537500000000007 -1.0000000180025095e-35 -0.11281999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038941013181778648 -0.00019019681216083081 3.212212459825414e-05 -0.00047807274255938514 leaf_weight=1.4683296416515066 0.3183470576404942 97.28460068384129 1.4762413397284024 leaf_count=212 38 2683 144 internal_value=0 2.54206e-05 -0.000441175 internal_weight=0 98.7529 1.79459 internal_count=3077 2895 182 is_linear=0 shrinkage=0.000400217 Tree=7698 num_leaves=4 num_cat=0 split_feature=1447 1447 1443 split_gain=2.30457 2.04371 0.586353 threshold=-0.086059999999999984 -1.0000000180025095e-35 0.088930000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014322156177680258 -0.00038788298500904935 4.5378119575145048e-06 0.00053227455660804677 leaf_weight=1.2215998864812712 2.0602349154041795 99.260671643040041 1.4336599317612124 leaf_count=92 186 2796 10 internal_value=0 -3.86094e-06 0.000366321 internal_weight=0 101.321 2.65526 internal_count=3084 2982 102 is_linear=0 shrinkage=0.000400217 Tree=7699 num_leaves=3 num_cat=0 split_feature=124 15 split_gain=2.5447 2.39175 threshold=0.10385500000000002 -0.24269999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00021466735548105498 0.00035466589185123099 -2.4614797362577483e-05 leaf_weight=7.1058760899904874 3.1027461708290494 91.565537663293526 leaf_count=232 36 2793 internal_value=0 -7.15897e-06 internal_weight=0 98.6714 internal_count=3061 3025 is_linear=0 shrinkage=0.000400217 Tree=7700 num_leaves=3 num_cat=0 split_feature=376 374 split_gain=1.93997 1.96541 threshold=0.087355000000000016 0.084655000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.6390048142674691e-05 0.00025588447343773168 0.00036956423276220834 leaf_weight=93.277039515077377 3.9034157532296367 1.8387393349548791 leaf_count=2953 72 56 internal_value=0 -2.8117e-05 internal_weight=0 95.1158 internal_count=3081 3009 is_linear=0 shrinkage=0.000400217 Tree=7701 num_leaves=4 num_cat=0 split_feature=156 12 0 split_gain=2.32712 2.00539 0.155464 threshold=0.11896500000000002 0.10042000000000002 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026127273226203424 -0.033577621136998054 -0.0071750601739723942 -0.015198793286772072 leaf_weight=89.642215042621956 0.52144448476610705 9.5514933317440391 0.81028890311972535 leaf_count=2615 4 412 102 internal_value=0 0.00166322 -0.0244411 internal_weight=0 99.1937 1.33173 internal_count=3133 3027 106 is_linear=0 shrinkage=0.0204111 Tree=7702 num_leaves=4 num_cat=0 split_feature=158 42 16 split_gain=2.03455 1.64965 0.0209379 threshold=0.10858500000000001 -0.40652499999999997 -0.079774999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026513024853604288 -0.010526515506500687 0.0013541054045264019 -0.021467362597555315 leaf_weight=0.78112892416538571 0.45018116629944405 99.621010276250672 1.4527093801925719 leaf_count=7 36 2921 112 internal_value=0 0.00110801 -0.0196078 internal_weight=0 100.402 1.90289 internal_count=3076 2928 148 is_linear=0 shrinkage=0.0204111 Tree=7703 num_leaves=4 num_cat=0 split_feature=43 16 124 split_gain=2.05311 2.61343 2.32104 threshold=-0.24698999999999996 0.22610000000000002 0.11158000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047299199522728445 -5.7229930487494768e-07 3.3257808635258814e-05 0.0003943080205742276 leaf_weight=3.1867077150673131 93.666561604273738 3.2080373328863061 2.3344995792722321 leaf_count=128 2947 27 25 internal_value=0 -0.000222821 9.47834e-06 internal_weight=0 6.39475 96.0011 internal_count=3127 155 2972 is_linear=0 shrinkage=0.000400217 Tree=7704 num_leaves=4 num_cat=0 split_feature=484 1213 150 split_gain=2.74737 2.29986 1.15345 threshold=-0.082264999999999991 -1.0000000180025095e-35 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044275325905383702 -0.00029382840231034925 3.3154059725692296e-05 0.00021936797576923669 leaf_weight=2.7628718611895233 3.465316060694021 93.718222424241503 0.42395503818988789 leaf_count=279 453 2350 11 internal_value=0 2.117e-05 -0.000350213 internal_weight=0 97.1835 3.18683 internal_count=3093 2803 290 is_linear=0 shrinkage=0.000400217 Tree=7705 num_leaves=3 num_cat=0 split_feature=453 454 split_gain=1.86346 1.74149 threshold=0.10097500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.685935438216066e-06 -0.00040392854861254863 0.00029852421681006268 leaf_weight=97.557715213654774 1.6315641588298593 3.2061068327166131 leaf_count=3092 24 32 internal_value=0 1.3388e-05 internal_weight=0 100.764 internal_count=3148 3124 is_linear=0 shrinkage=0.000400217 Tree=7706 num_leaves=4 num_cat=0 split_feature=1 14 16 split_gain=2.68372 3.88859 0.437296 threshold=0.13662500000000002 0.077685000000000018 -0.061024999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012705178659267087 0.021128937707925295 -0.029559743176393947 0.0089019760850578972 leaf_weight=93.688554823106642 2.7199760174844414 1.6240300013960212 2.6303872629068783 leaf_count=2785 119 97 61 internal_value=0 0.000711133 0.0154235 internal_weight=0 95.3126 5.35036 internal_count=3062 2882 180 is_linear=0 shrinkage=0.0204111 Tree=7707 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=2.4272 5.15709 2.42759 threshold=-0.074479999999999977 -0.13625999999999996 -0.032239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021059454384393097 0.010134193751263003 -0.0097858496231676539 -0.00073425424891025183 leaf_weight=32.716135420225328 13.345349441769939 28.201791146200321 23.498937985164957 leaf_count=425 426 1746 511 internal_value=0 -0.00340718 0.00322118 internal_weight=0 60.9179 36.8443 internal_count=3108 2171 937 is_linear=0 shrinkage=0.0204111 Tree=7708 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=2.43256 2.41753 threshold=-0.52337999999999985 -0.27816999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020074246087694182 -0.0087403860777264392 0.00090313384639943543 leaf_weight=2.3892815036815582 12.274253493553259 86.100095751725348 leaf_count=23 246 2827 internal_value=0 -0.000308665 internal_weight=0 98.3743 internal_count=3096 3073 is_linear=0 shrinkage=0.0204111 Tree=7709 num_leaves=4 num_cat=0 split_feature=402 483 2 split_gain=2.30573 2.07004 0.764168 threshold=0.088090000000000016 0.080590000000000009 0.11723500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2864926554985135e-05 -0.000394651879223414 -0.00019101734818158125 0.00011334841853691959 leaf_weight=97.699201259827987 2.4247277859831224 5.3223998010480491 0.53051257281913411 leaf_count=2495 285 317 32 internal_value=0 4.95555e-05 -0.000302649 internal_weight=0 103.022 2.95524 internal_count=3129 2812 317 is_linear=0 shrinkage=0.000400217 Tree=7710 num_leaves=4 num_cat=0 split_feature=150 457 15 split_gain=2.40047 2.69115 2.23063 threshold=0.11016500000000001 -0.11700999999999999 -0.033794999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039318778967722875 0.00041368872872590406 -2.2959375464641228e-05 -3.6260122424100813e-05 leaf_weight=2.4485285006303448 4.1510165641229833 89.216043654004352 2.9828378778183824 leaf_count=32 72 2911 59 internal_value=0 -1.13772e-05 0.000227901 internal_weight=0 91.6646 7.13385 internal_count=3074 2943 131 is_linear=0 shrinkage=0.000400217 Tree=7711 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=1.97045 2.29867 threshold=-0.29526499999999994 0.28122000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018766388234569008 -0.001407615964747643 0.0080120724082126029 leaf_weight=2.3315046940479069 84.544310295333162 12.25801223766757 leaf_count=75 2696 321 internal_value=0 -0.000206929 internal_weight=0 96.8023 internal_count=3092 3017 is_linear=0 shrinkage=0.0204111 Tree=7712 num_leaves=4 num_cat=0 split_feature=11 1 0 split_gain=1.80708 1.88004 1.05121 threshold=0.089560000000000015 0.088975000000000012 -0.098749999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2648952837326754e-05 -0.00048699931694660509 4.9732680969455667e-05 -8.1385591193531881e-05 leaf_weight=43.756665680966762 1.8200333184504414 52.121158256777562 2.2932773165448443 leaf_count=1878 30 1104 66 internal_value=0 -1.56923e-06 -0.000269008 internal_weight=0 95.8778 4.11331 internal_count=3078 2982 96 is_linear=0 shrinkage=0.000400217 Tree=7713 num_leaves=4 num_cat=0 split_feature=12 1 4 split_gain=2.44734 2.6552 2.33787 threshold=0.11596500000000001 0.13695500000000002 -0.22295999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0068442335696105956 -0.025787180977901968 0.010539982252257704 0.0019576523762186177 leaf_weight=14.64728729870694 2.8180496549148297 1.1018061146605758 84.74490569213549 leaf_count=233 127 33 2759 internal_value=0 -0.0155671 0.000654289 internal_weight=0 3.91986 99.3922 internal_count=3152 160 2992 is_linear=0 shrinkage=0.0204111 Tree=7714 num_leaves=4 num_cat=0 split_feature=1447 4 159 split_gain=2.23256 2.14502 0.558077 threshold=-0.086059999999999984 -0.49977499999999991 -0.032069999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0070828250730358344 -0.015583380528869867 0.00043259207395387051 0.026470211205238004 leaf_weight=1.1959301783454068 3.5058352547930545 93.978259745024843 1.4679321495659667 leaf_count=73 123 2869 33 internal_value=0 -0.00016061 0.0184031 internal_weight=0 97.4841 2.66386 internal_count=3098 2992 106 is_linear=0 shrinkage=0.0204111 Tree=7715 num_leaves=4 num_cat=0 split_feature=403 13 132 split_gain=2.28627 2.43319 0.588638 threshold=0.08888500000000002 0.11466000000000001 0.09610500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9122606236582675e-06 -0.00041108433589306205 0.00019542560183424476 7.3782934804299702e-05 leaf_weight=88.038787025015154 2.3115987139899512 12.266314846521707 0.44355513622576825 leaf_count=2626 242 188 32 internal_value=0 2.92799e-05 -0.000333192 internal_weight=0 100.305 2.75515 internal_count=3088 2814 274 is_linear=0 shrinkage=0.000400217 Tree=7716 num_leaves=3 num_cat=0 split_feature=49 1456 split_gain=2.21809 2.03245 threshold=-0.24254499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037175067557669567 -0.00033349428150530387 3.5430644838232539e-05 leaf_weight=2.1768263832636867 2.3390917933484152 99.922963876560971 leaf_count=45 274 2759 internal_value=0 2.66365e-05 internal_weight=0 102.262 internal_count=3078 3033 is_linear=0 shrinkage=0.000400217 Tree=7717 num_leaves=4 num_cat=0 split_feature=13 1 13 split_gain=2.6555 3.25603 2.70225 threshold=-0.09194999999999999 0.077800000000000022 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024074719777060561 -0.00017754778558294438 3.2867062772177544e-06 0.00015475555212432962 leaf_weight=3.0810322535398909 22.168550963472171 56.103183604223887 21.066853657146567 leaf_count=39 1457 1220 425 internal_value=0 -4.81107e-05 0.000103415 internal_weight=0 78.2717 24.1479 internal_count=3141 2677 464 is_linear=0 shrinkage=0.000400217 Tree=7718 num_leaves=4 num_cat=0 split_feature=128 453 2 split_gain=2.92689 1.95921 0.0693295 threshold=0.085185000000000025 0.10963500000000002 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6455602055296482e-05 -0.00043783478889438315 -0.00043395258919238133 -0.00018656784825470503 leaf_weight=94.852685814469623 2.0223608036681067 1.3281367802992452 0.45813788748637296 leaf_count=2844 201 16 29 internal_value=0 2.94628e-05 -0.000401489 internal_weight=0 96.1808 2.4805 internal_count=3090 2860 230 is_linear=0 shrinkage=0.000400217 Tree=7719 num_leaves=3 num_cat=0 split_feature=52 16 split_gain=1.99336 2.05807 threshold=-0.51586999999999994 -0.008179999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019906271544332246 -0.0011233263893031616 0.0047563065137122881 leaf_weight=1.7603843991164456 58.936727757184144 42.670283936844498 leaf_count=220 1998 872 internal_value=0 0.00134837 internal_weight=0 101.607 internal_count=3090 2870 is_linear=0 shrinkage=0.0204111 Tree=7720 num_leaves=4 num_cat=0 split_feature=4 0 453 split_gain=2.49486 3.84797 2.52019 threshold=0.0019650000000000002 -0.063819999999999988 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0085768654013121566 0.0042495167808719956 0.0025434603937836125 -0.018215501470654302 leaf_weight=27.713093918425784 42.764284479262642 24.196719798172126 2.0770032785949288 leaf_count=1697 904 408 38 internal_value=0 -0.00339903 0.00316618 internal_weight=0 51.9098 44.8413 internal_count=3047 2105 942 is_linear=0 shrinkage=0.0204111 Tree=7721 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=1.91724 3.18958 threshold=-0.5318799999999998 0.17769000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01519078667819905 0.00024247610706874814 0.017357899105966933 leaf_weight=3.0015688998682881 92.7057219257822 4.6577945090248241 leaf_count=36 2929 120 internal_value=0 0.00108026 internal_weight=0 97.3635 internal_count=3085 3049 is_linear=0 shrinkage=0.0204111 Tree=7722 num_leaves=4 num_cat=0 split_feature=42 40 475 split_gain=2.73393 2.93991 2.21555 threshold=-1.0000000180025095e-35 0.0023950000000000004 -0.084049999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028164098294511196 -0.00024023641463429576 0.00016397684206601149 4.5798335556411085e-05 leaf_weight=9.2581039650995063 4.4673336905179886 3.091795307584106 82.488454266200279 leaf_count=817 211 29 2017 internal_value=0 -0.00016961 3.08133e-05 internal_weight=0 12.3499 86.9558 internal_count=3074 846 2228 is_linear=0 shrinkage=0.000400217 Tree=7723 num_leaves=3 num_cat=0 split_feature=1375 123 split_gain=2.67256 1.89221 threshold=-0.43271999999999994 0.13256000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027983418548703617 0.0013743567258859618 -0.022774976443937164 leaf_weight=1.2279358788364323 97.01354020494955 1.259057089453562 leaf_count=14 3031 22 internal_value=0 0.00103939 internal_weight=0 98.2726 internal_count=3067 3053 is_linear=0 shrinkage=0.0204111 Tree=7724 num_leaves=3 num_cat=0 split_feature=376 52 split_gain=2.55128 2.54098 threshold=0.088415000000000007 -0.048794999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.1146975640149116e-05 0.00031722497316651505 -8.2106452361245782e-05 leaf_weight=36.959616513724541 3.373375533221405 59.979993747665958 leaf_count=910 68 2122 internal_value=0 -3.13013e-05 internal_weight=0 96.9396 internal_count=3100 3032 is_linear=0 shrinkage=0.000400217 Tree=7725 num_leaves=4 num_cat=0 split_feature=41 43 132 split_gain=2.79859 2.17911 1.22708 threshold=0.078385000000000024 -0.06705499999999999 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0052391965452290926 -0.018295974846458098 -0.0010773243141962627 0.0017899501000205049 leaf_weight=36.132620219379533 4.4634185357717788 61.052242194004975 1.7265938300988635 leaf_count=1274 102 1622 45 internal_value=0 0.00127444 -0.0127611 internal_weight=0 97.1849 6.19001 internal_count=3043 2896 147 is_linear=0 shrinkage=0.0204111 Tree=7726 num_leaves=3 num_cat=0 split_feature=1444 4 split_gain=1.74504 1.72778 threshold=-0.084559999999999982 0.51362000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020345051456200903 -0.0003566490955830976 0.020739859941256177 leaf_weight=1.674428044760133 97.946712805824973 1.5324903282307776 leaf_count=32 2932 122 internal_value=0 -8.70264e-06 internal_weight=0 99.4792 internal_count=3086 3054 is_linear=0 shrinkage=0.0204111 Tree=7727 num_leaves=4 num_cat=0 split_feature=150 49 0 split_gain=2.10165 4.10254 2.61173 threshold=0.075065000000000007 -0.006494999999999999 -0.088764999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014689258219912509 0.0092764061579732882 -0.0002189226203138299 -0.0055269053511669145 leaf_weight=9.227663895544536 16.74493257538052 64.797457059733915 6.9513790793535 leaf_count=235 206 2436 203 internal_value=0 -0.0020422 0.00492824 internal_weight=0 74.0251 23.6963 internal_count=3080 2671 409 is_linear=0 shrinkage=0.0204111 Tree=7728 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=2.17477 2.6891 2.10649 threshold=0.0047850000000000011 -0.49274999999999997 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029816892069706689 -0.00013057726762400523 -5.0299383431575906e-05 0.00021413371935588099 leaf_weight=3.5976714358548625 3.6887482133461154 81.439672830318159 11.364223120821405 leaf_count=52 67 2666 290 internal_value=0 -3.51841e-05 0.000129321 internal_weight=0 85.0373 15.053 internal_count=3075 2718 357 is_linear=0 shrinkage=0.000400217 Tree=7729 num_leaves=4 num_cat=0 split_feature=14 3 48 split_gain=1.7679 1.75198 0.417065 threshold=0.077685000000000018 -0.15490999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0087387694234199991 -0.030094676418409207 -0.00084773928741382605 -0.0095601894486236974 leaf_weight=8.6238180372165498 0.79016964452603122 87.313598139372061 1.0528272988412926 leaf_count=148 17 2814 84 internal_value=0 2.31748e-05 -0.0195836 internal_weight=0 95.9374 1.843 internal_count=3063 2962 101 is_linear=0 shrinkage=0.0204111 Tree=7730 num_leaves=3 num_cat=0 split_feature=0 39 split_gain=2.75436 2.2931 threshold=0.21217000000000003 0.084950000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.2030874882206168e-05 -0.00045535353676453275 0.00016790916102128113 leaf_weight=86.147403905893952 2.0594004796876098 11.431252199032313 leaf_count=2761 20 312 internal_value=0 3.87375e-07 internal_weight=0 97.5787 internal_count=3093 3073 is_linear=0 shrinkage=0.000400217 Tree=7731 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=2.39471 3.35462 1.98269 threshold=0.10100500000000003 -0.23031999999999997 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011284646734517931 0.0073717961672966608 -0.0031198264784824798 -0.0050196000869062772 leaf_weight=7.5569987154158289 30.234976571220614 55.304537515368793 6.4555493421503334 leaf_count=59 712 2275 88 internal_value=0 -0.00137118 0.00518294 internal_weight=0 62.8615 36.6905 internal_count=3134 2334 800 is_linear=0 shrinkage=0.0204111 Tree=7732 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=1.90269 2.21727 threshold=0.16168500000000002 0.11377500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.7950907370846526e-06 0.00039426266901325196 -0.00038155100494020904 leaf_weight=94.235879400081558 1.7730856226989988 2.416790711669818 leaf_count=2854 28 211 internal_value=0 -1.17214e-05 internal_weight=0 96.6527 internal_count=3093 3065 is_linear=0 shrinkage=0.000400217 Tree=7733 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=2.04803 4.9652 2.91981 threshold=1.0000000180025095e-35 -0.08972999999999999 -0.087944999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017165369109769991 0.0053356841557332824 0.0008797685356679699 -0.0034447727615939915 leaf_weight=8.61259902152233 44.294158145865367 23.328971043628826 24.379095446001884 leaf_count=372 597 1184 918 internal_value=0 -0.00402882 0.00221808 internal_weight=0 31.9416 68.6733 internal_count=3071 1556 1515 is_linear=0 shrinkage=0.0204111 Tree=7734 num_leaves=3 num_cat=0 split_feature=1374 129 split_gain=3.22668 2.13154 threshold=-0.095439999999999983 0.089775000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038485739437381069 3.2146080133431053e-05 -0.00036145169044559208 leaf_weight=3.0997153271455309 93.886346793579378 2.1451789001730495 leaf_count=53 2822 177 internal_value=0 2.29431e-05 internal_weight=0 96.0315 internal_count=3052 2999 is_linear=0 shrinkage=0.000400217 Tree=7735 num_leaves=4 num_cat=0 split_feature=376 483 43 split_gain=2.17396 2.17131 1.63 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.14449499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053307507382860202 -0.0079854255572213637 -0.013680560373358379 0.015629599112242668 leaf_weight=85.684320412434772 1.4878254164941607 5.4624947461688853 5.3895152145705643 leaf_count=2571 13 351 153 internal_value=0 -0.00133683 0.0104747 internal_weight=0 91.1468 6.87734 internal_count=3088 2922 166 is_linear=0 shrinkage=0.0204111 Tree=7736 num_leaves=4 num_cat=0 split_feature=1456 31 3 split_gain=2.09438 1.91793 0.407183 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15288999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0067175092549235657 0.02087157087946645 -0.00028522706357012522 -0.020237693603223694 leaf_weight=0.20422584842890534 1.7064603086328123 97.329671044438328 2.4321304302061426 leaf_count=4 88 2761 291 internal_value=0 0.000102478 -0.017961 internal_weight=0 99.0361 2.63636 internal_count=3144 2849 295 is_linear=0 shrinkage=0.0204111 Tree=7737 num_leaves=3 num_cat=0 split_feature=1375 1429 split_gain=2.36062 1.86037 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005182504095223359 -0.00041717630363707556 2.1711315852330496e-05 leaf_weight=1.234721084794727 1.4589742819211995 101.88069184067535 leaf_count=15 138 2980 internal_value=0 1.50702e-05 internal_weight=0 103.34 internal_count=3133 3118 is_linear=0 shrinkage=0.000400217 Tree=7738 num_leaves=3 num_cat=0 split_feature=52 4 split_gain=2.88639 2.58814 threshold=0.41269500000000003 -0.17966999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00015079875313453017 -0.00045572734437989771 3.4635328714629338e-05 leaf_weight=14.003235764983399 2.0908142863804633 82.532958245082227 leaf_count=238 207 2669 internal_value=0 7.59331e-06 internal_weight=0 96.5362 internal_count=3114 2907 is_linear=0 shrinkage=0.000400217 Tree=7739 num_leaves=3 num_cat=0 split_feature=155 1446 split_gain=2.00172 2.03372 threshold=0.083985000000000018 0.083530000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016013962008200487 -0.018967760752092003 -0.019197045750985148 leaf_weight=94.523295787268125 1.9889098200692377 1.8884670061852364 leaf_count=2631 204 242 internal_value=0 0.00117221 internal_weight=0 96.4118 internal_count=3077 2873 is_linear=0 shrinkage=0.0204111 Tree=7740 num_leaves=4 num_cat=0 split_feature=0 2 4 split_gain=2.22674 4.02292 2.88795 threshold=-0.23031999999999997 0.097070000000000004 -0.029079999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038675548062357779 6.4305739700073005e-05 -8.4911541813953052e-05 -8.2201588149697708e-05 leaf_weight=6.0856147895974555 37.410933562245191 5.3749087255564518 50.528003475784317 leaf_count=41 1435 62 1511 internal_value=0 0.000166866 -1.9872e-05 internal_weight=0 11.4605 87.9389 internal_count=3049 103 2946 is_linear=0 shrinkage=0.000400217 Tree=7741 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=2.72602 2.20355 threshold=0.21217000000000003 -0.42985499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039280057178974371 -0.00042235908913397762 2.0597674672745036e-05 leaf_weight=1.9974026567251701 2.2567718844220499 98.894576862901431 leaf_count=280 21 2812 internal_value=0 1.19871e-05 internal_weight=0 100.892 internal_count=3113 3092 is_linear=0 shrinkage=0.000400217 Tree=7742 num_leaves=4 num_cat=0 split_feature=158 129 1 split_gain=2.1737 2.26116 2.16876 threshold=0.085745000000000002 0.083825000000000011 0.10100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001492404559142055 -0.020561801354050648 -0.015203651010158607 0.0065940100966193063 leaf_weight=90.134304832467933 3.8159310035034641 3.3992032935234411 1.7157111300184622 leaf_count=2523 217 228 102 internal_value=0 0.000868182 -0.0121754 internal_weight=0 93.5335 5.53164 internal_count=3070 2751 319 is_linear=0 shrinkage=0.0204111 Tree=7743 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=1.76901 1.8095 threshold=-0.51586999999999994 -0.088654999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019715801259902254 -0.013225525135083845 0.0019842992469989622 leaf_weight=1.5569870272120159 3.2611778146465431 96.838331071455741 leaf_count=221 409 2516 internal_value=0 0.00147455 internal_weight=0 100.1 internal_count=3146 2925 is_linear=0 shrinkage=0.0204111 Tree=7744 num_leaves=4 num_cat=0 split_feature=2 0 159 split_gain=2.59606 3.76744 2.43435 threshold=0.097925000000000012 -0.23211999999999997 0.08512500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021583634154746907 0.001801115780028923 -0.0036845308388666685 0.014877819164585538 leaf_weight=2.4587334414827628 34.745586363205803 56.72534294695015 7.050412779339239 leaf_count=25 735 2141 196 internal_value=0 -0.00259602 0.00404083 internal_weight=0 59.1841 41.796 internal_count=3097 2166 931 is_linear=0 shrinkage=0.0204111 Tree=7745 num_leaves=4 num_cat=0 split_feature=52 457 12 split_gain=1.96829 1.79128 1.69287 threshold=-0.32783999999999996 0.088055000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.2180417170227022e-05 -1.7350601158813394e-05 0.00017008648145878604 -0.00043047573697393678 leaf_weight=1.4801480890128003 84.464857689624296 8.9275363326050847 3.0694439909675557 leaf_count=18 2609 152 309 internal_value=0 7.49041e-07 -0.000265722 internal_weight=0 93.3924 4.54959 internal_count=3088 2761 327 is_linear=0 shrinkage=0.000400217 Tree=7746 num_leaves=4 num_cat=0 split_feature=15 4 133 split_gain=4.38066 3.08554 2.83097 threshold=0.084050000000000014 0.23854500000000003 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025849708862444006 -0.017688779010289472 0.010352934284758912 -0.01052868849951224 leaf_weight=79.254867876538356 8.5426916675905868 1.936800269410013 7.3967555201420501 leaf_count=1633 1046 12 386 internal_value=0 -0.0124515 0.00145342 internal_weight=0 10.4795 86.6516 internal_count=3077 1058 2019 is_linear=0 shrinkage=0.0204111 Tree=7747 num_leaves=3 num_cat=0 split_feature=1373 156 split_gain=2.15706 1.99702 threshold=0.099250000000000019 0.11837500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016222145402701451 -0.023222610991412825 -0.022410274967812067 leaf_weight=98.85053381894113 1.4084777149400896 1.350150763428245 leaf_count=2968 27 101 internal_value=0 0.00127374 internal_weight=0 100.201 internal_count=3096 3069 is_linear=0 shrinkage=0.0204111 Tree=7748 num_leaves=4 num_cat=0 split_feature=13 157 16 split_gain=2.13364 2.31037 1.88882 threshold=-0.10939499999999998 -0.07692499999999998 0.22078000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016540506922213221 0.00012730589884103974 -6.5226142761960336e-05 -0.00017071432267751283 leaf_weight=16.296324887523955 11.607681119115567 67.451241623828537 3.1055642617284311 leaf_count=279 340 2423 35 internal_value=0 -3.68179e-05 0.000110933 internal_weight=0 79.0589 19.4019 internal_count=3077 2763 314 is_linear=0 shrinkage=0.000400217 Tree=7749 num_leaves=4 num_cat=0 split_feature=402 42 16 split_gain=1.60102 1.60299 0.0111335 threshold=-0.095989999999999978 -0.40652499999999997 -0.086419999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0075327148063318314 -0.026233010534927378 0.00096082446850441776 -0.021633264606386177 leaf_weight=0.18535574073030137 0.79934425436658685 100.75596530939947 1.2118923306625209 leaf_count=39 7 2871 179 internal_value=0 0.000718126 -0.0204603 internal_weight=0 101.555 1.39725 internal_count=3096 2878 218 is_linear=0 shrinkage=0.0204111 Tree=7750 num_leaves=4 num_cat=0 split_feature=43 43 13 split_gain=2.2658 3.3558 0.706335 threshold=-0.31011999999999995 -0.27157999999999993 0.26950500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0059291917710459444 0.026412572360413986 0.00040122387195572695 -0.023651847374884218 leaf_weight=2.010483421352546 2.0028730374760917 90.309737443677477 1.8250497694498333 leaf_count=78 10 2944 50 internal_value=0 0.000996896 -0.0147938 internal_weight=0 92.3126 3.83553 internal_count=3082 2954 128 is_linear=0 shrinkage=0.0204111 Tree=7751 num_leaves=4 num_cat=0 split_feature=457 0 12 split_gain=1.92745 3.04805 1.73639 threshold=-0.0056599999999999992 -0.22529499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026899164631843394 0.00020790493333806666 -1.9094121039877516e-05 -0.00027326266359372991 leaf_weight=1.0070455116219816 10.641836861090267 79.555117825096204 6.6837695571302893 leaf_count=18 101 2759 232 internal_value=0 7.9128e-06 -0.000199418 internal_weight=0 90.197 7.69082 internal_count=3110 2860 250 is_linear=0 shrinkage=0.000400217 Tree=7752 num_leaves=4 num_cat=0 split_feature=11 3 1 split_gain=1.97998 4.04934 2.20298 threshold=0.081130000000000022 -0.10643499999999999 0.11829500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020191216190873471 -0.0003112212328921276 -1.009986221326466e-05 0.00020955764722456292 leaf_weight=17.717972873881081 5.361669560919835 75.614833212305257 1.6198352251667527 leaf_count=232 154 2687 30 internal_value=0 3.03415e-05 -0.000188991 internal_weight=0 93.3328 6.9815 internal_count=3103 2919 184 is_linear=0 shrinkage=0.000400217 Tree=7753 num_leaves=4 num_cat=0 split_feature=42 1 43 split_gain=3.54088 4.59089 3.46218 threshold=0.084050000000000014 0.12263000000000002 0.0035350000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036219992955377142 -0.010356358089406973 0.015492997849939103 0.011170976042205417 leaf_weight=57.055708414312903 22.152199154632402 3.1836635507352176 13.274608592138973 leaf_count=1415 1289 105 290 internal_value=0 -0.00705429 0.00182894 internal_weight=0 25.3359 70.3303 internal_count=3099 1394 1705 is_linear=0 shrinkage=0.0204111 Tree=7754 num_leaves=4 num_cat=0 split_feature=0 4 43 split_gain=2.25975 4.9294 2.33747 threshold=-0.0058249999999999994 -0.17568999999999999 -0.083114999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052778159141755117 0.00031386482240484005 -6.6041437526024932e-06 1.5583679815058958e-05 leaf_weight=2.9120857362358938 6.7726729205460314 75.052981078846187 10.856365240702869 leaf_count=48 94 2676 231 internal_value=0 -2.67997e-05 0.000131434 internal_weight=0 77.9651 17.629 internal_count=3049 2724 325 is_linear=0 shrinkage=0.000400217 Tree=7755 num_leaves=4 num_cat=0 split_feature=13 13 1 split_gain=2.44368 4.65967 3.22944 threshold=-0.083414999999999975 -0.084169999999999981 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1348653956079594e-05 -0.00019654846018966174 0.00055890888257689947 6.3617327190298785e-06 leaf_weight=30.20912531992326 16.491535142350131 2.9602929652101002 51.606826024326438 leaf_count=902 1047 65 1087 internal_value=0 8.92646e-05 -4.30195e-05 internal_weight=0 33.1694 68.0984 internal_count=3101 967 2134 is_linear=0 shrinkage=0.000400217 Tree=7756 num_leaves=4 num_cat=0 split_feature=15 1374 147 split_gain=2.91675 2.77344 2.17109 threshold=0.098970000000000016 -0.094679999999999986 0.15140500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035953887936590975 -0.00036074550692154022 2.4038465299919748e-05 0.0003503261799945589 leaf_weight=3.011699845432303 5.3270947538403552 90.331947313211003 0.69676655717194069 leaf_count=58 332 2692 6 internal_value=0 1.12465e-05 -0.000273605 internal_weight=0 93.3436 6.02386 internal_count=3088 2750 338 is_linear=0 shrinkage=0.000400217 Tree=7757 num_leaves=4 num_cat=0 split_feature=159 1447 16 split_gain=2.88241 2.56297 1.92836 threshold=-0.032069999999999994 -0.086009999999999989 -0.49053999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035290639376571556 0.00051960170156314326 5.5953072236501478e-06 -0.00037917013938712767 leaf_weight=0.5688842077506705 1.4688155124949833 91.268005721366535 4.5273240938267909 leaf_count=14 29 2631 396 internal_value=0 1.43532e-05 -0.000291619 internal_weight=0 92.7368 5.09621 internal_count=3070 2660 410 is_linear=0 shrinkage=0.000400217 Tree=7758 num_leaves=4 num_cat=0 split_feature=13 15 0 split_gain=1.91061 3.02138 1.86849 threshold=0.14307000000000003 0.10097000000000002 -0.06951499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0575357254992826e-05 -0.0047861796064592871 -0.018748892842541588 0.01266250797722558 leaf_weight=83.756799792997299 3.4965343709664003 3.6160846057009612 8.9240956616122258 leaf_count=2621 118 277 92 internal_value=0 -0.000769648 0.00775165 internal_weight=0 87.3729 12.4206 internal_count=3108 2898 210 is_linear=0 shrinkage=0.0204111 Tree=7759 num_leaves=3 num_cat=0 split_feature=52 483 split_gain=2.85156 2.92891 threshold=-0.40306999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039877863641696798 -0.00042428095701511507 2.6001320158138049e-05 leaf_weight=2.6352489660785059 2.2610381752601816 92.84047049578021 leaf_count=309 185 2560 internal_value=0 1.48095e-05 internal_weight=0 95.1015 internal_count=3054 2745 is_linear=0 shrinkage=0.000400217 Tree=7760 num_leaves=4 num_cat=0 split_feature=39 47 13 split_gain=2.39951 3.14912 1.91708 threshold=0.0047850000000000011 0.09252500000000001 -0.5318799999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0342830464559698e-05 -0.00026398072491814551 -0.00020441867130473293 0.0001933553154454637 leaf_weight=71.089985891574543 1.5382816521450866 12.810584048733288 14.198760589322772 leaf_count=2461 16 271 354 internal_value=0 -2.26773e-05 0.000147102 internal_weight=0 83.9006 15.737 internal_count=3102 2732 370 is_linear=0 shrinkage=0.000400217 Tree=7761 num_leaves=4 num_cat=0 split_feature=47 0 47 split_gain=2.01101 3.96064 3.05106 threshold=0.086425000000000016 -0.061889999999999994 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029605177165548308 -0.012461826776706576 0.0071718770245485126 0.026744338572806788 leaf_weight=77.379149534984208 13.59322594542755 6.1372666302486314 1.7489443168597052 leaf_count=2687 314 85 16 internal_value=0 -0.00634866 0.000917595 internal_weight=0 19.7305 79.1281 internal_count=3102 399 2703 is_linear=0 shrinkage=0.0204111 Tree=7762 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=2.4256 6.44273 5.66044 threshold=-0.10643499999999999 -0.074654999999999985 0.12675000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015754665666314386 -0.00019246706546722928 8.4684487487135583e-05 -0.00036194279882382883 leaf_weight=39.543242429190286 20.394604529722073 38.846423041202797 3.5650101122555489 leaf_count=503 1603 944 40 internal_value=0 -1.09121e-05 0.000113759 internal_weight=0 59.241 43.1083 internal_count=3090 2547 543 is_linear=0 shrinkage=0.000400217 Tree=7763 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=1.93777 2.14507 threshold=-1.0000000180025095e-35 0.09309000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020275414914490083 -1.9089300366584018e-05 -0.021695303278545384 leaf_weight=1.8051725287223224 97.446925016648038 1.8278839176782629 leaf_count=26 3066 46 internal_value=0 -0.000442192 internal_weight=0 99.2748 internal_count=3138 3112 is_linear=0 shrinkage=0.0204111 Tree=7764 num_leaves=4 num_cat=0 split_feature=2 2 49 split_gain=2.63659 2.76558 0.593209 threshold=-0.117405 -0.074699999999999989 -0.0093449999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041235161815433011 -0.00039656290783652372 3.9291935952100423e-06 0.0001241861194865117 leaf_weight=2.7196072578481107 2.73199708899483 95.512057978514349 2.1448392037418662 leaf_count=36 44 2966 53 internal_value=0 -7.64656e-06 0.000290946 internal_weight=0 98.2441 4.86445 internal_count=3099 3010 89 is_linear=0 shrinkage=0.000400217 Tree=7765 num_leaves=4 num_cat=0 split_feature=15 158 50 split_gain=3.10198 3.43717 2.4334 threshold=-0.24269999999999997 0.084965000000000027 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018734058267534198 -0.00081512693353053413 -0.018157670444297117 -0.012541728892875864 leaf_weight=5.2376290941756443 88.974194316944704 4.9192122486674625 1.2018772964365778 leaf_count=221 2560 267 18 internal_value=0 -0.00174427 0.0127821 internal_weight=0 93.8934 6.43951 internal_count=3066 2827 239 is_linear=0 shrinkage=0.0204111 Tree=7766 num_leaves=4 num_cat=0 split_feature=0 47 15 split_gain=2.37494 2.5697 2.1968 threshold=-0.0013399999999999998 0.086425000000000016 -0.032239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010481624372445943 0.020926029734264252 -0.0086484706440243704 0.0028469140349812782 leaf_weight=65.361786732183191 3.4116373469441923 17.658640631048911 13.87521002498397 leaf_count=2431 88 370 230 internal_value=0 -0.00176617 0.00652661 internal_weight=0 83.0204 17.2868 internal_count=3119 2801 318 is_linear=0 shrinkage=0.0204111 Tree=7767 num_leaves=4 num_cat=0 split_feature=49 49 49 split_gain=2.01353 3.1771 1.51143 threshold=-0.14931499999999998 -0.088014999999999996 -0.24254499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000458835298167496 -0.016564300573685391 0.00013372248190692335 0.01927644451995051 leaf_weight=3.3499542964782449 4.9052676860592319 88.155528040270838 3.6917144693834407 leaf_count=45 85 2944 52 internal_value=0 -0.000765284 0.0104716 internal_weight=0 93.0608 7.04167 internal_count=3126 3029 97 is_linear=0 shrinkage=0.0204111 Tree=7768 num_leaves=4 num_cat=0 split_feature=11 1375 1 split_gain=2.90636 3.19239 2.20872 threshold=0.081130000000000022 -1.0000000180025095e-35 0.11829500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025133529622068507 -0.0003832935502035806 5.254493923761105e-05 0.00014891620911274426 leaf_weight=5.8003567660598483 4.6579178944230071 87.537285467891707 1.623400295327883 leaf_count=136 148 2801 32 internal_value=0 3.33821e-05 -0.000245545 internal_weight=0 93.3376 6.28132 internal_count=3117 2937 180 is_linear=0 shrinkage=0.000400217 Tree=7769 num_leaves=4 num_cat=0 split_feature=42 483 4 split_gain=1.86829 2.75167 2.49204 threshold=0.10146500000000001 0.09641000000000001 0.39813000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2744842308984405e-05 -0.00035423639687884626 -0.00041313857972163497 0.00025109904878802962 leaf_weight=94.788356242868304 4.2015782802900494 2.0578090062026595 1.3676947826752437 leaf_count=2571 311 153 62 internal_value=0 3.25922e-05 -0.00020356 internal_weight=0 96.8462 5.56927 internal_count=3097 2724 373 is_linear=0 shrinkage=0.000400217 Tree=7770 num_leaves=4 num_cat=0 split_feature=483 12 1373 split_gain=2.10552 2.28998 1.99017 threshold=0.080590000000000009 -1.0000000180025095e-35 0.099250000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.3945637128179407e-05 0.00031303417171105159 -0.00037000739608638764 -0.00044893685048236903 leaf_weight=95.79754109383066 0.87459418153594004 4.1313573585130134 1.3352161593211338 leaf_count=2725 43 296 22 internal_value=0 -0.000246435 1.69358e-05 internal_weight=0 5.00595 97.1328 internal_count=3086 339 2747 is_linear=0 shrinkage=0.000400217 Tree=7771 num_leaves=3 num_cat=0 split_feature=42 1374 split_gain=1.96679 1.98252 threshold=-0.24552499999999997 0.087785000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023699011017361202 0.00022125548389977619 -0.017580050115262993 leaf_weight=1.4028365676058445 95.844927566361093 2.5672640700686307 leaf_count=21 3016 74 internal_value=0 -0.000262576 internal_weight=0 98.4122 internal_count=3111 3090 is_linear=0 shrinkage=0.0204111 Tree=7772 num_leaves=4 num_cat=0 split_feature=1 47 16 split_gain=2.01333 2.93309 0.717897 threshold=0.13662500000000002 0.086425000000000016 -0.061024999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020502815071127942 0.0211013913905694 -0.0073896582564362415 0.0045770765885791362 leaf_weight=79.434221251911367 2.5600701070507057 16.45719886615916 1.9873850603034942 leaf_count=2575 120 353 56 internal_value=0 0.000423439 0.0141633 internal_weight=0 95.8914 4.54746 internal_count=3104 2928 176 is_linear=0 shrinkage=0.0204111 Tree=7773 num_leaves=4 num_cat=0 split_feature=1374 11 0 split_gain=1.92335 2.11986 0.995961 threshold=0.086000000000000007 0.088315000000000018 -0.14797999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6326675147253443e-05 -0.0005255370871375904 -0.00024338212832992977 -6.4597784283433273e-05 leaf_weight=94.716730046108751 1.4284483652045312 4.4370167546621806 1.5349457276133751 leaf_count=2916 17 103 73 internal_value=0 2.35496e-05 -0.000297829 internal_weight=0 99.1537 2.96339 internal_count=3109 3019 90 is_linear=0 shrinkage=0.000400217 Tree=7774 num_leaves=3 num_cat=0 split_feature=1429 16 split_gain=2.30964 2.12737 threshold=-1.0000000180025095e-35 -0.0087849999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047583837523240761 -1.8397471863468661e-05 9.9443549552759869e-05 leaf_weight=1.3611241409862476 61.036294264135904 40.891763778517998 leaf_count=135 1989 959 internal_value=0 2.89355e-05 internal_weight=0 101.928 internal_count=3083 2948 is_linear=0 shrinkage=0.000400217 Tree=7775 num_leaves=3 num_cat=0 split_feature=148 155 split_gain=2.13006 1.88018 threshold=0.089690000000000006 0.098655000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013236679891306315 -0.02280048925707228 -0.020787952388400668 leaf_weight=96.180247011373922 1.4860676976386447 1.5174583972730022 leaf_count=2936 28 149 internal_value=0 0.000956822 internal_weight=0 97.6977 internal_count=3113 3085 is_linear=0 shrinkage=0.0204111 Tree=7776 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=1.85742 2.86369 threshold=-0.21083999999999997 -0.085934999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.010628335613712138 -0.012143967002749017 0.00013627755407717411 leaf_weight=5.9830706275461116 8.6038458212642563 85.675761037457505 leaf_count=74 133 2858 internal_value=0 -0.000997479 internal_weight=0 94.2796 internal_count=3065 2991 is_linear=0 shrinkage=0.0204111 Tree=7777 num_leaves=4 num_cat=0 split_feature=129 0 2 split_gain=2.55344 2.18178 0.0589344 threshold=0.089775000000000008 -0.074479999999999977 0.10799000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014850834868660161 -0.02383742145467754 0.0048791643326831112 -0.011392245574600999 leaf_weight=61.603038777295296 1.5550902383183705 35.157246917129669 0.54634224265828368 leaf_count=2043 133 887 38 internal_value=0 0.000830293 -0.0213418 internal_weight=0 96.7603 2.10143 internal_count=3101 2930 171 is_linear=0 shrinkage=0.0204111 Tree=7778 num_leaves=3 num_cat=0 split_feature=149 133 split_gain=2.18976 1.8667 threshold=0.11108000000000001 -0.25351499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020700362812415499 -0.026766933923161207 0.00024516680146764405 leaf_weight=1.6942638363384492 1.192510062130167 95.268980477035257 leaf_count=192 17 2900 internal_value=0 -0.000144274 internal_weight=0 96.9632 internal_count=3109 3092 is_linear=0 shrinkage=0.0204111 Tree=7779 num_leaves=4 num_cat=0 split_feature=43 15 43 split_gain=2.14232 6.08624 3.38532 threshold=-0.07440999999999999 0.082805000000000004 -0.078969999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00097606321758588117 1.1946444080633559e-05 -0.02005964597189153 0.016770120614656787 leaf_weight=31.024400406093264 54.485095312792055 7.0038733814453726 6.8062710107624289 leaf_count=1071 1017 850 158 internal_value=0 -0.0023066 0.00385874 internal_weight=0 61.489 37.8307 internal_count=3096 1867 1229 is_linear=0 shrinkage=0.0204111 Tree=7780 num_leaves=3 num_cat=0 split_feature=1132 123 split_gain=1.88258 2.41657 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040895164407309657 1.288204135137016e-05 0.00023987022292880028 leaf_weight=1.4621356797870237 87.635453259132646 8.1066623390070145 leaf_count=23 2800 249 internal_value=0 3.23593e-05 internal_weight=0 95.7421 internal_count=3072 3049 is_linear=0 shrinkage=0.000400217 Tree=7781 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=2.3666 4.18516 3.25775 threshold=0.087515000000000023 -0.084074999999999997 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018297707538948124 0.00014273690347860443 6.9266377473913452e-05 -6.3646888327197277e-05 leaf_weight=18.547311784657722 42.082153514980746 24.103159617812707 17.186496931593865 leaf_count=938 1010 853 258 internal_value=0 -4.0618e-05 8.28834e-05 internal_weight=0 42.6505 59.2687 internal_count=3059 1791 1268 is_linear=0 shrinkage=0.000400217 Tree=7782 num_leaves=3 num_cat=0 split_feature=33 51 split_gain=2.39827 2.27846 threshold=-1.0000000180025095e-35 0.13831000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022502860033226435 0.00058809227776067874 -0.016322049116872909 leaf_weight=1.9058220484293986 92.574164672695588 3.3308929432396317 leaf_count=42 2874 112 internal_value=0 -1.7565e-05 internal_weight=0 95.9051 internal_count=3028 2986 is_linear=0 shrinkage=0.0204111 Tree=7783 num_leaves=4 num_cat=0 split_feature=2 0 3 split_gain=1.96532 3.20009 2.73757 threshold=0.12226000000000002 0.15238000000000004 0.13470000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2514340204655783e-05 0.00029290156008708699 -0.00040100226890117717 -8.8766937787481808e-05 leaf_weight=81.676436407684378 7.0154559134170977 3.631113583687692 5.1388679600058822 leaf_count=2700 214 46 106 internal_value=0 -3.91292e-05 0.000132194 internal_weight=0 85.3075 12.1543 internal_count=3066 2746 320 is_linear=0 shrinkage=0.000400217 Tree=7784 num_leaves=4 num_cat=0 split_feature=3 3 157 split_gain=2.57241 4.66102 3.15385 threshold=-0.078644999999999979 -0.096359999999999987 -0.077764999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6205816212572116e-06 0.00026392881171876997 -0.00031754213646475728 -1.9908065345549424e-06 leaf_weight=25.511411346044042 8.0997319352982213 10.966565702647584 54.923492449395781 leaf_count=499 120 1230 1273 internal_value=0 -0.00010078 3.25926e-05 internal_weight=0 36.478 63.0232 internal_count=3122 1729 1393 is_linear=0 shrinkage=0.000400217 Tree=7785 num_leaves=3 num_cat=0 split_feature=39 43 split_gain=1.84204 1.91487 threshold=-0.042029999999999991 0.16452000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00025671644627790887 1.9924279080651127e-05 0.00030154894321432214 leaf_weight=3.57017593763885 92.470902812191071 3.9252864075942844 leaf_count=53 2823 202 internal_value=0 3.17287e-05 internal_weight=0 96.3962 internal_count=3078 3025 is_linear=0 shrinkage=0.000400217 Tree=7786 num_leaves=4 num_cat=0 split_feature=376 150 1 split_gain=3.02645 2.69034 0.96923 threshold=1.0000000180025095e-35 0.082085000000000019 0.086100000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0029066709865390996 0.0030918673353022507 0.0051066817166782463 0.01812933525436505 leaf_weight=69.56693701657332 2.9472293430007985 23.179004784284189 4.6392229470366146 leaf_count=2549 24 361 140 internal_value=0 -0.000900236 0.0124174 internal_weight=0 92.7459 7.58645 internal_count=3074 2910 164 is_linear=0 shrinkage=0.0204111 Tree=7787 num_leaves=4 num_cat=0 split_feature=133 39 133 split_gain=2.60235 2.66113 2.46736 threshold=0.088435000000000014 0.090190000000000006 0.086855000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.631512025600243e-06 -0.00034903513983842972 0.00023259741774837506 0.00039198627345742048 leaf_weight=83.781348376754067 6.2500273531654775 1.4874050109647212 2.4512476852796672 leaf_count=2221 649 59 144 internal_value=0 -0.000235502 5.19321e-06 internal_weight=0 7.73743 86.2326 internal_count=3073 708 2365 is_linear=0 shrinkage=0.000400217 Tree=7788 num_leaves=4 num_cat=0 split_feature=124 158 12 split_gain=2.21405 2.55453 1.50557 threshold=-0.061329999999999989 0.087355000000000016 -0.093824999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.2972354309478308e-05 -1.5716669639725086e-06 -0.00029530305108223031 0.00029805438124633817 leaf_weight=3.6737551822770911 88.624274139373028 4.8986842429430899 6.2610102978214837 leaf_count=75 2555 285 177 internal_value=0 -1.72919e-05 0.00018041 internal_weight=0 93.523 9.93477 internal_count=3092 2840 252 is_linear=0 shrinkage=0.000400217 Tree=7789 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.74734 2.21767 threshold=-0.15747999999999998 -0.0024349999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00025321057261646664 -0.0002620090939507228 -1.2237683293424369e-05 leaf_weight=3.5621523707377483 5.9666587902938764 90.183134993670137 leaf_count=41 218 2785 internal_value=0 -2.80242e-05 internal_weight=0 96.1498 internal_count=3044 3003 is_linear=0 shrinkage=0.000400217 Tree=7790 num_leaves=4 num_cat=0 split_feature=15 15 133 split_gain=2.04457 4.01151 3.11137 threshold=-0.095604999999999982 -0.24269999999999997 0.10681500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0090701716323126538 0.0040839531262161135 -0.0082682049706233537 -0.018531921259263753 leaf_weight=7.7256616189115475 72.946322913618587 19.059389416677732 2.51595866340267 leaf_count=249 2065 399 368 internal_value=0 -0.00325033 0.00330359 internal_weight=0 26.7851 75.4623 internal_count=3081 648 2433 is_linear=0 shrinkage=0.0204111 Tree=7791 num_leaves=4 num_cat=0 split_feature=14 0 2 split_gain=2.32895 2.10684 0.913554 threshold=0.077685000000000018 -0.10726999999999999 0.099600000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0051907334722899219 -0.029498578209348623 -0.00081668652614051815 -0.0021215204511352802 leaf_weight=42.260521410542424 1.280412976186198 57.031042567239638 0.82839619857259084 leaf_count=476 88 2500 13 internal_value=0 0.00174316 -0.0193933 internal_weight=0 99.2916 2.10881 internal_count=3077 2976 101 is_linear=0 shrinkage=0.0204111 Tree=7792 num_leaves=4 num_cat=0 split_feature=12 43 12 split_gain=2.12619 1.96077 1.43983 threshold=0.11596500000000001 -0.15705499999999997 0.12784000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0096840990445603518 -0.030363701135062284 0.00030242515404162998 -0.0038131164103126828 leaf_weight=10.308347874437457 1.3414049057646473 84.966835280127725 2.144652112939184 leaf_count=193 67 2716 88 internal_value=0 0.00132766 -0.0146565 internal_weight=0 95.2752 3.48606 internal_count=3064 2909 155 is_linear=0 shrinkage=0.0204111 Tree=7793 num_leaves=4 num_cat=0 split_feature=48 51 44 split_gain=1.79744 3.90455 2.78412 threshold=0.11978500000000002 0.12900500000000004 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020274389074097852 -0.02281853376960585 0.0071465111733076516 -0.021689559848533709 leaf_weight=93.261453720017926 3.8166768229493746 3.2849082358297892 1.9971287945518259 leaf_count=2965 78 54 43 internal_value=0 -0.00906212 0.00150532 internal_weight=0 7.10159 95.2586 internal_count=3140 132 3008 is_linear=0 shrinkage=0.0204111 Tree=7794 num_leaves=4 num_cat=0 split_feature=403 1 156 split_gain=1.99609 2.50614 1.86758 threshold=-1.0000000180025095e-35 0.080270000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042260076576114988 -0.0003941240698384204 5.4845381675428663e-05 3.3092755810659902e-05 leaf_weight=3.5792872176752999 1.5565082367379535 3.3236938814807218 93.933064811995791 leaf_count=559 154 193 2216 internal_value=0 -0.000195511 2.56756e-05 internal_weight=0 6.90298 95.4896 internal_count=3122 752 2370 is_linear=0 shrinkage=0.000400217 Tree=7795 num_leaves=4 num_cat=0 split_feature=0 43 4 split_gain=2.133 2.75323 2.72868 threshold=0.053965000000000006 -0.079014999999999988 -0.17568999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030577427582293727 0.00037687450685696967 5.281388666729088e-06 -5.0484025445925874e-06 leaf_weight=5.0303366979496777 5.0743367284885599 8.3212215599924075 80.377406212545793 leaf_count=97 59 139 2784 internal_value=0 0.000148001 -2.31377e-05 internal_weight=0 13.3956 85.4077 internal_count=3079 198 2881 is_linear=0 shrinkage=0.000400217 Tree=7796 num_leaves=4 num_cat=0 split_feature=0 47 0 split_gain=2.58086 4.72172 2.29842 threshold=-0.063819999999999988 0.092645000000000019 -0.053439999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00072125776812762606 0.017306668965337245 -0.015811106463635548 0.0017499377802042131 leaf_weight=56.928232144048252 4.5779157472788965 10.075156120303289 25.525932227574231 leaf_count=2220 104 253 532 internal_value=0 -0.00301288 0.00417103 internal_weight=0 67.0034 30.1038 internal_count=3109 2473 636 is_linear=0 shrinkage=0.0204111 Tree=7797 num_leaves=4 num_cat=0 split_feature=13 13 2 split_gain=2.59166 3.00041 2.0046 threshold=-0.10462499999999998 -0.037444999999999992 0.11741500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010602000402731413 -0.0081104667677047663 0.0010959429431873784 -0.0051492802731018259 leaf_weight=14.960529940595736 19.680424147007216 57.785266168879843 4.2596476308681295 leaf_count=205 1349 1383 115 internal_value=0 -0.00125131 0.00710154 internal_weight=0 77.4657 19.2202 internal_count=3052 2732 320 is_linear=0 shrinkage=0.0204111 Tree=7798 num_leaves=3 num_cat=0 split_feature=158 401 split_gain=1.70803 1.72766 threshold=0.11034000000000001 0.087020000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015345559998105741 -0.019171183851095459 -0.015616903518458613 leaf_weight=96.208696661287377 1.6507927297834601 2.3990295094481544 leaf_count=2711 131 238 internal_value=0 0.00110004 internal_weight=0 98.6077 internal_count=3080 2949 is_linear=0 shrinkage=0.0204111 Tree=7799 num_leaves=4 num_cat=0 split_feature=43 49 48 split_gain=2.33129 3.41097 2.67403 threshold=-0.063379999999999978 -0.083294999999999994 0.086665000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.7106465955469827e-05 -0.00029507537562197857 -2.5623454400417775e-06 0.00026595460209376801 leaf_weight=29.537515198471283 7.0917019816770326 56.222022835414009 9.9687860509002331 leaf_count=1164 94 1615 237 internal_value=0 -3.57895e-05 8.79573e-05 internal_weight=0 63.3137 39.5063 internal_count=3110 1709 1401 is_linear=0 shrinkage=0.000400217 Tree=7800 num_leaves=3 num_cat=0 split_feature=1444 2 split_gain=2.31514 2.39939 threshold=-0.084559999999999982 0.086885000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022698130185193018 -0.0060273235669294671 0.00081481764336015531 leaf_weight=1.5604124251985911 32.368231863011715 62.260689281384657 leaf_count=30 1263 1771 internal_value=0 -0.00152992 internal_weight=0 94.6289 internal_count=3064 3034 is_linear=0 shrinkage=0.0204111 Tree=7801 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=1.97405 3.68412 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027248107466919209 0.01517564477500616 -0.023049578407758554 leaf_weight=91.937079048788291 3.3836321367998599 2.7991560767404726 leaf_count=2989 68 49 internal_value=0 -0.000443008 internal_weight=0 94.7362 internal_count=3106 3038 is_linear=0 shrinkage=0.0204111 Tree=7802 num_leaves=4 num_cat=0 split_feature=401 482 12 split_gain=1.84502 1.86823 0.754949 threshold=0.086895000000000014 0.089835000000000012 -0.089839999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021556294766888239 0.014154267340904667 -0.016497475739245659 -0.020037503417616061 leaf_weight=98.463893912646654 0.22587140661198679 2.1779641654757134 2.1036837235515113 leaf_count=2705 17 169 220 internal_value=0 0.00173408 -0.0162252 internal_weight=0 100.642 2.32956 internal_count=3111 2874 237 is_linear=0 shrinkage=0.0204111 Tree=7803 num_leaves=4 num_cat=0 split_feature=12 49 2 split_gain=2.14252 3.09446 2.18401 threshold=0.10042000000000002 -0.16230499999999995 0.074875000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0045881412578366665 0.013925212016890291 -0.014396825979759904 0.0032255168462434203 leaf_weight=18.838158415681391 1.9337741883937267 7.6106701909579879 69.770336007992228 leaf_count=644 21 398 2027 internal_value=0 -0.00856364 0.00156064 internal_weight=0 9.54444 88.6085 internal_count=3090 419 2671 is_linear=0 shrinkage=0.0204111 Tree=7804 num_leaves=3 num_cat=0 split_feature=146 1 split_gain=2.21211 2.84836 threshold=0.10020500000000002 0.11584000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.7032481542678116e-05 -0.00049221035083159531 0.00016346114576394678 leaf_weight=80.026655983408546 1.3560689967125643 14.80018623669457 leaf_count=2640 12 406 internal_value=0 2.8567e-06 internal_weight=0 94.8268 internal_count=3058 3046 is_linear=0 shrinkage=0.000400217 Tree=7805 num_leaves=4 num_cat=0 split_feature=43 157 160 split_gain=2.19916 3.85031 3.34547 threshold=-0.07440999999999999 -0.074904999999999985 -0.085799999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012244615001832168 0.0099916265072379634 -0.0043571525024364375 0.0064953982747383166 leaf_weight=4.4496938298752857 9.0071378095344681 53.519974686652859 30.738378794361779 leaf_count=303 153 1727 924 internal_value=0 -0.00227602 0.00409432 internal_weight=0 62.5271 35.1881 internal_count=3107 1880 1227 is_linear=0 shrinkage=0.0204111 Tree=7806 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=1.98944 4.47985 2.43708 threshold=1.0000000180025095e-35 -0.07087499999999998 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024370217369950719 -0.00019581077378478395 5.0899911835332489e-05 5.9435809975152138e-05 leaf_weight=15.067279453333866 6.5044327487412366 18.088776123251591 63.579537253921444 leaf_count=1286 187 307 1349 internal_value=0 -8.33473e-05 3.5472e-05 internal_weight=0 33.1561 70.084 internal_count=3129 1593 1536 is_linear=0 shrinkage=0.000400217 Tree=7807 num_leaves=4 num_cat=0 split_feature=13 1 4 split_gain=3.11365 3.04458 1.18686 threshold=-0.24426999999999996 0.10100500000000003 0.17888000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0080584638520709035 -0.0027238405843290421 0.0051759389041627444 0.025058132213089598 leaf_weight=6.1722801883588527 55.03810114873113 32.075475423764146 2.3635423157684272 leaf_count=86 2278 646 65 internal_value=0 0.000187792 0.0130291 internal_weight=0 87.1136 8.53582 internal_count=3075 2924 151 is_linear=0 shrinkage=0.0204111 Tree=7808 num_leaves=4 num_cat=0 split_feature=2 50 3 split_gain=2.1406 2.04194 0.435209 threshold=0.14780500000000005 0.086500000000000007 0.12955000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7018964100816727e-07 0.0003792327981268365 -0.00023233170850206725 0.00010215816406316687 leaf_weight=86.575320298724364 2.4833263204818641 6.3689805587036963 1.5622003830649189 leaf_count=2420 78 527 57 internal_value=0 -1.56497e-05 0.000277872 internal_weight=0 92.9443 4.04553 internal_count=3082 2947 135 is_linear=0 shrinkage=0.000400217 Tree=7809 num_leaves=3 num_cat=0 split_feature=1373 402 split_gain=2.14706 1.90715 threshold=0.099250000000000019 0.086255000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.4008077747303384e-05 -0.00045127760701587163 -0.00027696990307389519 leaf_weight=94.818176531454355 1.4367000971833466 3.1562217014479748 leaf_count=2747 29 355 internal_value=0 2.36853e-05 internal_weight=0 97.9744 internal_count=3131 3102 is_linear=0 shrinkage=0.000400217 Tree=7810 num_leaves=4 num_cat=0 split_feature=4 482 16 split_gain=1.73001 2.1974 0.342958 threshold=0.51074000000000008 0.091725000000000015 -0.4954849999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2585728915000079e-05 0.0028887562647041429 -0.022536647969048928 0.021386802791453084 leaf_weight=93.995031719434792 0.59190834930632297 1.737868252021143 1.7108779920235964 leaf_count=2815 44 127 95 internal_value=0 -0.000506234 0.0169865 internal_weight=0 95.7329 2.30279 internal_count=3081 2942 139 is_linear=0 shrinkage=0.0204111 Tree=7811 num_leaves=4 num_cat=0 split_feature=457 42 150 split_gain=2.15444 2.51794 1.49721 threshold=-0.0024349999999999997 -1.0000000180025095e-35 -0.099594999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016086274382244212 -0.00015864376965787785 3.7413161718249769e-05 -0.0002919007059771771 leaf_weight=1.3592862440273163 11.991889699114834 78.715580932747798 6.208971982876391 leaf_count=21 828 2027 224 internal_value=0 1.133e-05 -0.000209423 internal_weight=0 90.7075 7.56826 internal_count=3100 2855 245 is_linear=0 shrinkage=0.000400217 Tree=7812 num_leaves=3 num_cat=0 split_feature=147 155 split_gain=1.77955 1.81198 threshold=-1.0000000180025095e-35 0.090655000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042372716949197161 2.827893909305439e-05 -0.00034192538219791386 leaf_weight=1.3543969116290089 98.76091060095132 2.0524222339972757 leaf_count=31 2933 177 internal_value=0 2.03711e-05 internal_weight=0 100.813 internal_count=3141 3110 is_linear=0 shrinkage=0.000400217 Tree=7813 num_leaves=3 num_cat=0 split_feature=1374 1375 split_gain=2.18418 2.35576 threshold=-0.094679999999999986 -0.081864999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033758883723989665 0.00032773281686852872 -2.2267319166911726e-05 leaf_weight=3.2772918584523714 3.0743463922881338 92.524201866774547 leaf_count=57 67 2972 internal_value=0 -1.06415e-05 internal_weight=0 95.5985 internal_count=3096 3039 is_linear=0 shrinkage=0.000400217 Tree=7814 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=2.96255 1.96158 threshold=-1.0000000180025095e-35 -0.17200999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041560012350203815 0.00034673216502606181 -1.7636317716541114e-05 leaf_weight=2.5961918227985725 2.3142330704722545 96.257616128360496 leaf_count=105 59 2957 internal_value=0 -8.69811e-06 internal_weight=0 98.5718 internal_count=3121 3016 is_linear=0 shrinkage=0.000400217 Tree=7815 num_leaves=4 num_cat=0 split_feature=1 2 4 split_gain=2.40438 2.8539 2.67871 threshold=0.076845000000000011 0.015500000000000002 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.031545449280175844 -0.010475955118944998 -0.0062005278729635781 0.0032009689505188158 leaf_weight=0.74966744147241371 6.5038014592282698 28.633713188045931 60.844938912956422 leaf_count=2 178 1581 1326 internal_value=0 -0.00512141 0.00186501 internal_weight=0 29.3834 67.3487 internal_count=3087 1583 1504 is_linear=0 shrinkage=0.0204111 Tree=7816 num_leaves=3 num_cat=0 split_feature=1375 44 split_gain=2.63643 2.07484 threshold=-0.43271999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051644369860842827 2.8484032443046757e-05 -0.00031945380370024289 leaf_weight=1.3879201800555154 93.416544111363237 2.716562311310553 leaf_count=14 3042 59 internal_value=0 1.82917e-05 internal_weight=0 96.1331 internal_count=3115 3101 is_linear=0 shrinkage=0.000400217 Tree=7817 num_leaves=4 num_cat=0 split_feature=2 146 49 split_gain=2.129 2.99695 0.549313 threshold=-0.14169499999999999 0.084635000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040831339743601541 7.0746597872245274e-06 -0.00048577170493241802 0.00011831713409341306 leaf_weight=2.3242987173143774 92.348034990087854 1.9074853161291674 2.055553607759065 leaf_count=32 2966 30 51 internal_value=0 -3.4638e-06 0.000278554 internal_weight=0 94.2555 4.37985 internal_count=3079 2996 83 is_linear=0 shrinkage=0.000400217 Tree=7818 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=2.35366 3.49816 3.03684 threshold=-0.10643499999999999 -0.080944999999999975 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011255658051405283 -0.011142635733133585 0.0010026983073310055 -0.0053067208657835326 leaf_weight=16.393879964700321 11.504943661081141 65.986356116310162 6.3233714744019371 leaf_count=218 1085 1619 164 internal_value=0 -0.000813965 0.00664209 internal_weight=0 77.4913 22.7173 internal_count=3086 2704 382 is_linear=0 shrinkage=0.0204111 Tree=7819 num_leaves=3 num_cat=0 split_feature=1374 13 split_gain=2.14045 1.95723 threshold=-0.094679999999999986 -0.5318799999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014943981214509914 -0.014734780417642108 0.0016547151341536515 leaf_weight=3.4713063391391179 3.0263125001220024 93.155602094972437 leaf_count=57 38 2973 internal_value=0 0.00112249 internal_weight=0 96.1819 internal_count=3068 3011 is_linear=0 shrinkage=0.0204111 Tree=7820 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=2.14766 1.98392 threshold=-0.42985499999999993 -0.088654999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039190931740717006 -0.0003054422801254246 2.9980510193666819e-05 leaf_weight=1.9573761365027156 2.7989183219578981 95.438675164499728 leaf_count=290 395 2417 internal_value=0 2.0087e-05 internal_weight=0 98.2376 internal_count=3102 2812 is_linear=0 shrinkage=0.000400217 Tree=7821 num_leaves=4 num_cat=0 split_feature=1447 4 159 split_gain=1.89478 1.88855 0.638681 threshold=-0.086059999999999984 -0.46195999999999998 -0.032069999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0056111936585612702 -0.012970604092704357 0.00070584932053782158 0.026147353879723473 leaf_weight=1.2060224604483667 4.2966052289702921 91.63160398589298 1.4149395799195179 leaf_count=76 158 2888 28 internal_value=0 7.88762e-05 0.0173148 internal_weight=0 95.9282 2.62096 internal_count=3150 3046 104 is_linear=0 shrinkage=0.0204111 Tree=7822 num_leaves=4 num_cat=0 split_feature=2 16 123 split_gain=3.2141 3.57677 1.88337 threshold=0.092120000000000021 -0.15336499999999997 0.088610000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0043752243307388135 0.0015554660677606195 -0.0081285680959886485 0.016534230940224076 leaf_weight=13.064733278952188 47.761922866335681 34.543127219402322 3.6648858276021192 leaf_count=206 1126 1633 110 internal_value=0 -0.00469501 0.00265652 internal_weight=0 47.6079 51.4268 internal_count=3075 1839 1236 is_linear=0 shrinkage=0.0204111 Tree=7823 num_leaves=4 num_cat=0 split_feature=43 376 43 split_gain=3.34474 3.59284 3.32194 threshold=-0.07440999999999999 0.08573500000000002 -0.078969999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019947044360030075 -0.0040620338634225588 0.018192094957608412 0.017917304929252992 leaf_weight=30.950448201126164 58.328635848932208 3.0773812554834867 6.5256598435807964 leaf_count=1089 1824 50 161 internal_value=0 -0.00291568 0.0048124 internal_weight=0 61.406 37.4761 internal_count=3124 1874 1250 is_linear=0 shrinkage=0.0204111 Tree=7824 num_leaves=3 num_cat=0 split_feature=1373 1373 split_gain=2.07923 2.10309 threshold=0.099250000000000019 0.087970000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.4101650605928681e-06 -0.00048709512841202044 0.00046436349688750019 leaf_weight=96.652663911288982 1.2825508684618387 1.4592498294659879 leaf_count=3052 26 19 internal_value=0 5.05373e-06 internal_weight=0 98.1119 internal_count=3097 3071 is_linear=0 shrinkage=0.000400217 Tree=7825 num_leaves=4 num_cat=0 split_feature=1 48 15 split_gain=2.04488 2.8107 1.36693 threshold=0.13662500000000002 0.12879500000000002 -0.032519999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8727260070552609e-06 0.00036579972785625648 -0.00036890180608052669 -4.8226933795636148e-05 leaf_weight=90.085766527903615 3.7710305117798271 3.3588355621031942 1.8678907005814824 leaf_count=2861 145 61 33 internal_value=0 -1.54912e-05 0.000230385 internal_weight=0 93.4446 5.63892 internal_count=3100 2922 178 is_linear=0 shrinkage=0.000400217 Tree=7826 num_leaves=4 num_cat=0 split_feature=39 3 456 split_gain=1.78693 3.56919 2.28778 threshold=0.0047850000000000011 0.10695500000000001 0.087495000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.9630369378010504e-06 0.00020771259315729783 -0.00030934215815789227 -0.0003533190369619565 leaf_weight=79.475020167031289 13.245166365959447 2.4433297077193847 3.0842204763830514 leaf_count=2579 341 23 130 internal_value=0 0.000125565 -2.13258e-05 internal_weight=0 15.6885 82.5592 internal_count=3073 364 2709 is_linear=0 shrinkage=0.000400217 Tree=7827 num_leaves=3 num_cat=0 split_feature=151 1373 split_gain=1.95681 2.00069 threshold=-0.51118499999999989 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043485939033302524 1.5242587598418018e-05 -0.0004509521494203368 leaf_weight=1.5109809922687407 97.286255502067434 1.3852056164323574 leaf_count=59 2988 24 internal_value=0 8.19416e-06 internal_weight=0 98.6715 internal_count=3071 3012 is_linear=0 shrinkage=0.000400217 Tree=7828 num_leaves=4 num_cat=0 split_feature=52 13 15 split_gain=2.84473 3.2366 2.90865 threshold=0.11379500000000002 -0.09194999999999999 -0.094449999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015345924454949851 6.279642062701419e-05 -2.3560316224824807e-05 -0.00036956688675459347 leaf_weight=21.979609751171665 4.05502356980287 65.793047514243881 6.2383167804864552 leaf_count=383 122 2200 392 internal_value=0 2.09071e-05 -0.000200396 internal_weight=0 87.7727 10.2933 internal_count=3097 2583 514 is_linear=0 shrinkage=0.000400217 Tree=7829 num_leaves=4 num_cat=0 split_feature=1 14 52 split_gain=2.00878 2.14946 1.57411 threshold=0.13662500000000002 0.077685000000000018 -0.0037699999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012556882156034904 -0.0024818526150510718 -0.023243122011670465 0.018260827184444529 leaf_weight=91.17264874284092 2.4683919621602399 1.779403318727417 3.7733767202007575 leaf_count=2833 69 89 110 internal_value=0 -0.00170406 0.0101587 internal_weight=0 92.9521 6.24177 internal_count=3101 2922 179 is_linear=0 shrinkage=0.0204111 Tree=7830 num_leaves=4 num_cat=0 split_feature=4 16 48 split_gain=3.09375 2.94244 2.61794 threshold=0.27150500000000005 -0.40801499999999996 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029387747281260488 0.00025704602988683365 7.2767383755454673e-06 -0.0002024461334300625 leaf_weight=5.4450124036520711 12.502745122867053 80.071355522645263 2.2707601103465995 leaf_count=116 329 2636 30 internal_value=0 -1.22576e-05 0.000185428 internal_weight=0 85.5164 14.7735 internal_count=3111 2752 359 is_linear=0 shrinkage=0.000400217 Tree=7831 num_leaves=4 num_cat=0 split_feature=15 150 159 split_gain=3.85276 2.39084 0.834144 threshold=-0.24269999999999997 0.082085000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00099400106579453735 -0.0033252835672707899 0.0043449193315467372 0.019297784157681627 leaf_weight=1.3407911136746404 68.152120402870878 22.409176836750703 4.668444041395559 leaf_count=26 2467 374 222 internal_value=0 -0.00142429 0.0153067 internal_weight=0 90.5613 6.00924 internal_count=3089 2841 248 is_linear=0 shrinkage=0.0204111 Tree=7832 num_leaves=4 num_cat=0 split_feature=13 16 47 split_gain=1.89358 3.45678 2.93887 threshold=-0.10462499999999998 -0.0088849999999999988 0.077065000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020431330497068891 -0.00010295364364227777 6.2537710937264545e-05 -0.00014837240210963413 leaf_weight=14.066982725242271 45.103407797415912 36.465863589213768 5.0706004326093526 leaf_count=240 1778 1015 71 internal_value=0 -2.89858e-05 0.000110548 internal_weight=0 81.5693 19.1376 internal_count=3104 2793 311 is_linear=0 shrinkage=0.000400217 Tree=7833 num_leaves=4 num_cat=0 split_feature=133 12 133 split_gain=2.38011 3.74934 2.10625 threshold=0.088340000000000016 -0.010419999999999997 0.086855000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045411211553958371 0.008890097342802784 -0.020041703035147622 0.019620912439450425 leaf_weight=91.559124036490175 2.7227062622696394 5.4746323412186921 2.3408215891649879 leaf_count=2269 91 625 129 internal_value=0 -0.0104418 0.000954719 internal_weight=0 8.19734 93.8999 internal_count=3114 716 2398 is_linear=0 shrinkage=0.0204111 Tree=7834 num_leaves=4 num_cat=0 split_feature=16 43 0 split_gain=2.08067 4.60736 2.17829 threshold=-0.008179999999999998 0.086285000000000014 -0.21407999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6234448489742852e-07 0.00037692839602895822 -0.00037434380070401347 5.1011567178118846e-05 leaf_weight=52.592798089758617 3.4818413854009114 5.7459641588084187 38.974256291781785 leaf_count=1763 19 238 1051 internal_value=0 -3.76631e-05 7.86613e-05 internal_weight=0 58.3388 42.4561 internal_count=3071 2001 1070 is_linear=0 shrinkage=0.000400217 Tree=7835 num_leaves=4 num_cat=0 split_feature=1374 403 457 split_gain=1.77523 1.84271 0.155948 threshold=0.087785000000000016 -0.092224999999999988 -0.088314999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018941111952695412 -0.020897368588062154 0.0011735928493873803 -0.0096767058028928259 leaf_weight=1.825539568759267 1.3026085938035978 91.950260227433319 1.3863822697894637 leaf_count=371 34 2620 43 internal_value=0 0.000759897 -0.0157303 internal_weight=0 93.7758 2.68899 internal_count=3068 2991 77 is_linear=0 shrinkage=0.0204111 Tree=7836 num_leaves=4 num_cat=0 split_feature=0 48 148 split_gain=2.28828 2.4513 2.19598 threshold=-0.23031999999999997 0.091775000000000009 -0.082084999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015994926922821451 -0.017390793749774959 -0.003139304465304092 -0.00015257074525232151 leaf_weight=7.2679802873171848 3.0889114382443941 4.4330595950013958 80.752981797182201 leaf_count=73 85 37 2881 internal_value=0 0.00878468 -0.00081001 internal_weight=0 11.701 83.8419 internal_count=3076 110 2966 is_linear=0 shrinkage=0.0204111 Tree=7837 num_leaves=4 num_cat=0 split_feature=43 48 3 split_gain=2.64201 2.94033 2.15759 threshold=-0.063379999999999978 0.086665000000000006 -0.095399999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8100783637746157e-05 9.9430415262243403e-05 0.00028000027803026182 -8.0372411638996173e-05 leaf_weight=28.678322887397371 13.678021697240181 9.9162643605486647 47.546991297575005 leaf_count=1162 236 238 1482 internal_value=0 9.34451e-05 -4.00952e-05 internal_weight=0 38.5946 61.225 internal_count=3118 1400 1718 is_linear=0 shrinkage=0.000400217 Tree=7838 num_leaves=4 num_cat=0 split_feature=15 1 130 split_gain=1.9983 2.27756 1.95033 threshold=0.084050000000000014 0.11026000000000001 0.079100000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0034391982031116665 -0.011283320118517993 0.009178101267344441 -0.012762507257683015 leaf_weight=86.754031335094624 8.7289948186717066 2.9533547596947747 3.1015867087698998 leaf_count=1836 1062 54 209 internal_value=0 -0.00607255 0.00286477 internal_weight=0 11.6823 89.8556 internal_count=3161 1116 2045 is_linear=0 shrinkage=0.0204111 Tree=7839 num_leaves=4 num_cat=0 split_feature=49 43 15 split_gain=2.12779 4.52727 3.13072 threshold=-0.085934999999999984 -0.099214999999999984 0.10097000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031713159407199663 3.4212999844157043e-05 -0.00027960899618498881 -0.00045238431179878927 leaf_weight=2.4712570411320476 83.018351443985011 9.6800448611065786 2.0614974348645765 leaf_count=34 2597 161 228 internal_value=0 -0.00015646 2.18436e-05 internal_weight=0 12.1513 85.0798 internal_count=3020 195 2825 is_linear=0 shrinkage=0.000400217 Tree=7840 num_leaves=3 num_cat=0 split_feature=158 50 split_gain=1.92853 1.82799 threshold=0.10858500000000001 -0.27066499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.022999377703545286 -0.020075191653551681 0.00056298465962888286 leaf_weight=1.4252047380941792 1.7461259568053709 96.322467396914362 leaf_count=37 158 2873 internal_value=0 0.000916058 internal_weight=0 97.7477 internal_count=3068 2910 is_linear=0 shrinkage=0.0204111 Tree=7841 num_leaves=4 num_cat=0 split_feature=133 457 15 split_gain=1.97272 1.9053 0.168366 threshold=-0.24354499999999998 -0.0024349999999999997 -0.24211499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.816196008549784e-05 -0.00017143700810006029 3.2123968894364883e-05 -0.00044683234762981619 leaf_weight=0.22185949444246933 7.905482967671559 90.476464108001437 1.513349243072297 leaf_count=13 246 2631 190 internal_value=0 1.55905e-05 -0.000401868 internal_weight=0 98.3819 1.73521 internal_count=3080 2877 203 is_linear=0 shrinkage=0.000400217 Tree=7842 num_leaves=4 num_cat=0 split_feature=133 0 1 split_gain=1.8042 1.88258 0.386266 threshold=0.11253500000000001 0.042275000000000007 0.11551000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8872252981280482e-06 -0.00042995700159230465 0.00014862783399873311 0.00011390317827211876 leaf_weight=84.744136064638951 1.6757647186968814 14.287284382735377 0.19027711302624073 leaf_count=2466 364 238 24 internal_value=0 1.48356e-05 -0.000371192 internal_weight=0 99.0314 1.86604 internal_count=3092 2704 388 is_linear=0 shrinkage=0.000400217 Tree=7843 num_leaves=4 num_cat=0 split_feature=42 376 52 split_gain=3.72418 3.71166 0.224802 threshold=-0.108275 0.048375000000000008 0.09086000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015231806525370477 0.0004526658003074124 0.017129588052121999 -0.028597679840658329 leaf_weight=2.5142268094969036 88.397412610974698 5.8216625179775283 0.95761690800827626 leaf_count=149 2760 157 32 internal_value=0 0.00150222 -0.0196967 internal_weight=0 94.2191 3.47184 internal_count=3098 2917 181 is_linear=0 shrinkage=0.0204111 Tree=7844 num_leaves=4 num_cat=0 split_feature=4 40 15 split_gain=2.07395 2.57199 2.51077 threshold=-0.17966999999999997 -0.012844999999999997 -0.0061199999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012410458852771743 -0.0010664124081705578 -0.010140864102171503 0.0062531294168032079 leaf_weight=2.4089419664815059 55.077900383668293 13.077288422180571 30.111727415180212 leaf_count=29 1610 218 1274 internal_value=0 -0.00656902 0.00152562 internal_weight=0 15.4862 85.1896 internal_count=3131 247 2884 is_linear=0 shrinkage=0.0204111 Tree=7845 num_leaves=3 num_cat=0 split_feature=1452 45 split_gain=1.9811 1.83625 threshold=1.0000000180025095e-35 -0.080134999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00039594248607424686 -0.00046549000842908126 -2.3868264379820783e-05 leaf_weight=1.5863415282219637 1.4891005757544906 96.685670238559396 leaf_count=15 144 2946 internal_value=0 -1.66486e-05 internal_weight=0 98.272 internal_count=3105 2961 is_linear=0 shrinkage=0.000400217 Tree=7846 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=2.17216 3.5774 3.19406 threshold=-0.10726999999999999 -0.084074999999999997 0.12450000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.8483635037334214e-05 -0.00025140041693598176 -9.9438418438933028e-06 -0.00033881191785559752 leaf_weight=37.7573029061532 12.569024169845305 43.735708367225016 2.9163120977536883 leaf_count=508 898 1656 37 internal_value=0 -6.42367e-05 5.70004e-05 internal_weight=0 56.3047 40.6736 internal_count=3099 2554 545 is_linear=0 shrinkage=0.000400217 Tree=7847 num_leaves=4 num_cat=0 split_feature=52 147 2 split_gain=2.42237 4.26969 2.05793 threshold=0.18767000000000003 1.0000000180025095e-35 0.153865 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010780288302824377 -0.022237392823394053 0.020154930498817013 0.0186534193075793 leaf_weight=90.965539299461852 4.404562909271589 1.1729043237864969 2.4510751184716346 leaf_count=2655 339 5 109 internal_value=0 -0.0131014 0.000616153 internal_weight=0 5.57747 93.4166 internal_count=3108 344 2764 is_linear=0 shrinkage=0.0204111 Tree=7848 num_leaves=4 num_cat=0 split_feature=13 52 12 split_gain=2.69641 4.3872 3.75345 threshold=-0.09194999999999999 0.11628500000000001 0.023990000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016070227228954644 1.6262832445221341e-05 -0.00038240534878818886 -0.00017077727434087591 leaf_weight=21.289475561687144 45.696074149142078 2.5736593278743376 27.415055911846594 leaf_count=374 683 89 1964 internal_value=0 0.000100615 -5.4027e-05 internal_weight=0 23.8631 73.1111 internal_count=3110 463 2647 is_linear=0 shrinkage=0.000400217 Tree=7849 num_leaves=3 num_cat=0 split_feature=51 50 split_gain=1.89321 2.1749 threshold=-0.40548499999999993 -0.27066499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02070320939111539 0.022784335313361204 -0.00052626779663428249 leaf_weight=1.7861644745389629 1.5850856816396106 95.633578009690154 leaf_count=117 7 2974 internal_value=0 -0.00012043 internal_weight=0 97.2187 internal_count=3098 2981 is_linear=0 shrinkage=0.0204111 Tree=7850 num_leaves=3 num_cat=0 split_feature=376 45 split_gain=2.08659 1.83065 threshold=0.088415000000000007 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00039237716214603511 0.00029772167634793841 -4.0162461933585342e-05 leaf_weight=1.482596230925991 3.0459178215387501 93.73909798041359 leaf_count=21 62 3027 internal_value=0 -3.29749e-05 internal_weight=0 95.2217 internal_count=3110 3048 is_linear=0 shrinkage=0.000400217 Tree=7851 num_leaves=3 num_cat=0 split_feature=453 9 split_gain=2.07756 1.86874 threshold=0.10097500000000002 -0.016839999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.02164675227865643 -0.023033797969552423 0.0011579015519116536 leaf_weight=1.7800294698608912 1.3409161844174367 95.352382975326691 leaf_count=89 19 2993 internal_value=0 0.00155787 internal_weight=0 97.1324 internal_count=3101 3082 is_linear=0 shrinkage=0.0204111 Tree=7852 num_leaves=4 num_cat=0 split_feature=4 1 13 split_gain=2.87786 2.1436 0.929667 threshold=-0.49977499999999991 0.11584000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0054234499900919168 -0.001155158308325606 0.0068254531447271855 -0.025216778184645846 leaf_weight=1.7988770726369692 76.906939614883413 17.031006318182335 2.3112868183379751 leaf_count=36 2562 418 97 internal_value=0 0.000298135 -0.0169275 internal_weight=0 93.9379 4.11016 internal_count=3113 2980 133 is_linear=0 shrinkage=0.0204111 Tree=7853 num_leaves=4 num_cat=0 split_feature=43 376 12 split_gain=2.63331 2.36909 0.667085 threshold=-0.31011999999999995 0.088415000000000007 -0.07793499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028972629073751844 -0.00094481716111027142 0.021701283211459262 -0.022548716624804135 leaf_weight=1.0053855595178904 92.066594407931916 1.8536663260165358 2.7897682353250266 leaf_count=14 2898 52 120 internal_value=0 -0.000472552 -0.017575 internal_weight=0 93.9203 3.79515 internal_count=3084 2950 134 is_linear=0 shrinkage=0.0204111 Tree=7854 num_leaves=4 num_cat=0 split_feature=160 2 15 split_gain=1.65641 1.81605 0.195306 threshold=-0.40187499999999993 0.09227500000000001 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.89050454178979e-06 -4.2778341868817844e-05 6.5620877497788013e-05 -0.00041611797289588958 leaf_weight=0.20616319978580566 49.122663542271766 49.682636213308797 1.5351488247861187 leaf_count=18 1723 1131 229 internal_value=0 1.1741e-05 -0.000370153 internal_weight=0 98.8053 1.74131 internal_count=3101 2854 247 is_linear=0 shrinkage=0.000400217 Tree=7855 num_leaves=4 num_cat=0 split_feature=2 2 49 split_gain=2.51245 4.12862 3.47761 threshold=0.086635000000000004 0.086935000000000012 -0.21083999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019307457134098874 0.026930076099827137 0.00037851814622988936 -0.0072586575413711354 leaf_weight=2.0927337895263909 2.4296693318210592 60.998289090430262 30.73564277391506 leaf_count=16 41 1789 1254 internal_value=0 0.00144126 -0.00550526 internal_weight=0 63.428 32.8284 internal_count=3100 1830 1270 is_linear=0 shrinkage=0.0204111 Tree=7856 num_leaves=4 num_cat=0 split_feature=38 40 3 split_gain=1.89106 2.15126 0.235694 threshold=1.0000000180025095e-35 0.0045850000000000005 -0.0025949999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010423082050171298 -0.0062205868255687819 0.017315667301938637 -0.015746700469472789 leaf_weight=91.399445888427636 2.2775797318754485 3.403543759166495 2.462596181605476 leaf_count=2975 41 46 35 internal_value=0 0.00164628 -0.0114187 internal_weight=0 94.803 4.74018 internal_count=3097 3021 76 is_linear=0 shrinkage=0.0204111 Tree=7857 num_leaves=4 num_cat=0 split_feature=376 39 2 split_gain=2.49118 1.99926 0.836982 threshold=0.048375000000000008 -1.0000000180025095e-35 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017290225106535172 0.0040266120725433643 -0.00034033395650235248 0.018110294794559511 leaf_weight=2.8879542632494113 3.4014409483206682 86.462231120294291 3.7165671417023987 leaf_count=51 83 2869 75 internal_value=0 -0.000909138 0.0115468 internal_weight=0 89.3502 7.11801 internal_count=3078 2920 158 is_linear=0 shrinkage=0.0204111 Tree=7858 num_leaves=4 num_cat=0 split_feature=42 123 40 split_gain=2.31128 2.76107 1.72297 threshold=-0.11277999999999998 0.083715000000000026 0.10666500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022865057561456899 0.0010217678299468459 0.014465770433965004 0.010447482146619561 leaf_weight=2.5649182530869434 89.82826703838191 6.73979642917402 0.77968649193644513 leaf_count=165 2707 221 4 internal_value=0 0.00197573 -0.0150124 internal_weight=0 96.5681 3.3446 internal_count=3097 2928 169 is_linear=0 shrinkage=0.0204111 Tree=7859 num_leaves=4 num_cat=0 split_feature=1213 453 13 split_gain=2.03431 2.02405 0.986517 threshold=-1.0000000180025095e-35 0.086430000000000021 -0.10939499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021523868950235978 0.0008748947589878168 -0.017695724559673234 -0.021573421875282533 leaf_weight=0.9786480302573185 92.432640840606382 2.3995676567428736 2.5587372672862321 leaf_count=15 2570 54 457 internal_value=0 0.000384682 -0.0151448 internal_weight=0 94.8322 3.53739 internal_count=3096 2624 472 is_linear=0 shrinkage=0.0204111 Tree=7860 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=1.70064 1.83495 threshold=-0.080134999999999984 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039647781166956891 -2.2775160723232363e-06 -0.00041261332246031273 leaf_weight=1.5673320367932309 96.525878738735173 1.6657815066828323 leaf_count=14 2958 93 internal_value=0 -9.70073e-06 internal_weight=0 98.1917 internal_count=3065 3051 is_linear=0 shrinkage=0.000400217 Tree=7861 num_leaves=4 num_cat=0 split_feature=50 123 133 split_gain=2.19529 3.4483 2.85504 threshold=0.083800000000000013 0.088205000000000019 0.10635000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001528068854968983 -0.015333849689444654 0.020147546659141233 -0.020018792890175635 leaf_weight=87.764647189864263 7.222229124142812 1.2515113912231752 2.5271582306249902 leaf_count=2207 560 22 316 internal_value=0 -0.00989909 0.000900951 internal_weight=0 8.47374 90.2918 internal_count=3105 582 2523 is_linear=0 shrinkage=0.0204111 Tree=7862 num_leaves=4 num_cat=0 split_feature=1 4 156 split_gain=2.48633 5.13594 2.35672 threshold=1.0000000180025095e-35 -0.083954999999999988 0.094860000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0056797516081828437 0.0036198398401516558 -0.011532029554622909 -0.015208284072433121 leaf_weight=12.358540332981649 63.406910171128402 17.091309296723921 2.7866673143871585 leaf_count=311 1365 1248 167 internal_value=0 -0.004315 0.00280286 internal_weight=0 29.4498 66.1936 internal_count=3091 1559 1532 is_linear=0 shrinkage=0.0204111 Tree=7863 num_leaves=4 num_cat=0 split_feature=2 149 49 split_gain=1.81954 1.98777 0.155397 threshold=0.15412000000000003 0.11108000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7390226199011207e-05 0.00041635724973854767 -0.00046840654187962612 0.0001915450057284475 leaf_weight=93.174474419532999 1.197374247654807 1.4803118261625048 1.3733300817621046 leaf_count=2995 35 19 69 internal_value=0 -2.49888e-05 0.000309265 internal_weight=0 94.6548 2.5707 internal_count=3118 3014 104 is_linear=0 shrinkage=0.000400217 Tree=7864 num_leaves=3 num_cat=0 split_feature=149 150 split_gain=2.48685 2.7088 threshold=0.10770500000000001 0.075065000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.1775351332902383e-05 -0.00051209512098715189 0.00014660014147680045 leaf_weight=77.792418642603934 1.2966720514232282 22.127025946072536 leaf_count=2691 23 404 internal_value=0 2.34215e-05 internal_weight=0 99.9194 internal_count=3118 3095 is_linear=0 shrinkage=0.000400217 Tree=7865 num_leaves=4 num_cat=0 split_feature=3 3 151 split_gain=1.89054 4.74076 2.72466 threshold=-0.10643499999999999 -0.077814999999999981 0.090670000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.507842412042631e-05 -0.00024301168077776118 1.0816281299952877e-05 0.00049350887105231755 leaf_weight=21.642045461077945 14.520200709771414 60.544513007516798 2.3043968082056372 leaf_count=392 1383 1320 11 internal_value=0 -3.85719e-05 9.03274e-05 internal_weight=0 75.0647 23.9464 internal_count=3106 2703 403 is_linear=0 shrinkage=0.000400217 Tree=7866 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=1.95574 3.22654 threshold=-0.5318799999999998 0.17769000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029122376341923604 1.2025128207393365e-05 0.00036452845245231246 leaf_weight=3.0702591938315882 94.492373751280866 4.2391739632439558 leaf_count=36 2978 108 internal_value=0 2.75561e-05 internal_weight=0 98.7315 internal_count=3122 3086 is_linear=0 shrinkage=0.000400217 Tree=7867 num_leaves=4 num_cat=0 split_feature=1 12 39 split_gain=2.25328 3.03397 2.51323 threshold=0.088035000000000016 0.10042000000000002 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2441902422792541e-05 6.3812864815135016e-06 -0.00043199837134842316 0.00022414381235129262 leaf_weight=35.019584765481341 44.442982958556968 3.4169585009453831 10.383480792093904 leaf_count=1565 933 253 285 internal_value=0 -7.82272e-05 4.79957e-05 internal_weight=0 38.4365 54.8265 internal_count=3036 1818 1218 is_linear=0 shrinkage=0.000400217 Tree=7868 num_leaves=4 num_cat=0 split_feature=484 3 1373 split_gain=2.16194 2.55937 2.02026 threshold=-0.0048899999999999994 0.11762000000000002 0.099250000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020742711693873116 0.00096931224579918456 0.0078584385304815586 -0.023153191683975203 leaf_weight=4.1152749794819092 91.641953433052095 1.8133889795280991 1.3576920378363855 leaf_count=474 2613 21 24 internal_value=0 -0.012011 0.000589732 internal_weight=0 5.92866 92.9996 internal_count=3132 495 2637 is_linear=0 shrinkage=0.0204111 Tree=7869 num_leaves=4 num_cat=0 split_feature=1429 52 484 split_gain=2.1777 2.89122 0.00418558 threshold=-1.0000000180025095e-35 -0.048794999999999991 0.097865000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018586375609605653 0.004703050479176709 -0.0027148455904449165 -0.03200184771061218 leaf_weight=1.019191294304618 34.232852959843513 60.253400030074772 0.41035859894600424 leaf_count=127 819 2113 13 internal_value=0 -2.49183e-05 -0.0244821 internal_weight=0 94.4863 1.42955 internal_count=3072 2932 140 is_linear=0 shrinkage=0.0204111 Tree=7870 num_leaves=4 num_cat=0 split_feature=159 482 2 split_gain=2.21837 2.3001 1.76213 threshold=0.10516000000000002 0.090355000000000005 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025287194969482066 -0.020519421775561836 -0.019992131886062487 0.0067845540976243911 leaf_weight=92.178959885951826 3.1648117431159326 1.8178375974166545 1.3425238541676661 leaf_count=2718 172 123 81 internal_value=0 0.00206991 -0.0124195 internal_weight=0 93.9968 4.50734 internal_count=3094 2841 253 is_linear=0 shrinkage=0.0204111 Tree=7871 num_leaves=3 num_cat=0 split_feature=150 150 split_gain=2.44178 2.29688 threshold=0.12187000000000002 0.11717500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037715321819511418 -0.018287430619258953 0.021041753653817264 leaf_weight=89.37668069097208 2.9914651326107551 2.023632039432413 leaf_count=2973 71 38 internal_value=0 0.000122233 internal_weight=0 91.4003 internal_count=3082 3011 is_linear=0 shrinkage=0.0204111 Tree=7872 num_leaves=4 num_cat=0 split_feature=484 456 150 split_gain=1.97642 2.11044 1.84078 threshold=-0.083139999999999992 0.087055000000000007 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022795625223660562 0.0013856580812150843 -0.015980386562434404 0.014558171966848896 leaf_weight=2.5453211153053412 90.563786472470383 2.9005964951902561 0.61018566880375136 leaf_count=266 2681 112 11 internal_value=0 0.00082824 -0.0153211 internal_weight=0 93.4644 3.15551 internal_count=3070 2793 277 is_linear=0 shrinkage=0.0204111 Tree=7873 num_leaves=4 num_cat=0 split_feature=50 44 12 split_gain=2.40638 2.65124 2.22652 threshold=0.086500000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018070767487369163 0.0088013974599338192 -0.024442189736979654 -0.01703585143424138 leaf_weight=88.222812253023221 1.7638135424640493 1.521007317904149 5.5446717403347057 leaf_count=2497 42 32 521 internal_value=0 0.00133229 -0.0107616 internal_weight=0 89.7438 7.30849 internal_count=3092 2529 563 is_linear=0 shrinkage=0.0204111 Tree=7874 num_leaves=3 num_cat=0 split_feature=4 483 split_gain=2.53431 2.52619 threshold=0.51074000000000008 0.080590000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.4036990897269954e-05 0.00041603953750923183 -0.00029812183533398735 leaf_weight=92.579793725606123 2.2920939395335145 4.2352540588908587 leaf_count=2651 141 293 internal_value=0 5.27367e-08 internal_weight=0 96.815 internal_count=3085 2944 is_linear=0 shrinkage=0.000400217 Tree=7875 num_leaves=4 num_cat=0 split_feature=2 151 12 split_gain=2.25676 3.21211 1.88401 threshold=0.092120000000000021 -0.084129999999999996 -0.12959999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033950946982373964 -0.00025880062289328632 -1.7961649038552744e-05 8.2978584445006989e-05 leaf_weight=5.5108192675979799 2.6198494236414254 43.403011543443426 48.830669493488131 leaf_count=213 63 1659 1185 internal_value=0 -5.48811e-05 6.50511e-05 internal_weight=0 48.9138 51.4505 internal_count=3120 1872 1248 is_linear=0 shrinkage=0.000400217 Tree=7876 num_leaves=4 num_cat=0 split_feature=376 49 1 split_gain=2.19243 2.01503 0.807317 threshold=0.048375000000000008 -0.083659999999999984 0.086100000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015752013149166711 -1.4258816443707932e-05 1.6595289307077582e-05 0.000319201142346874 leaf_weight=12.229460277700126 1.5291018032003183 77.409503034914906 4.623830895696301 leaf_count=174 18 2699 147 internal_value=0 -7.32619e-06 0.000237557 internal_weight=0 89.639 6.15293 internal_count=3038 2873 165 is_linear=0 shrinkage=0.000400217 Tree=7877 num_leaves=3 num_cat=0 split_feature=51 3 split_gain=2.0123 2.06123 threshold=-0.40548499999999993 -0.52337999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020582785982489252 -0.024688169708960896 0.0017866429924524967 leaf_weight=1.6503458701172338 1.1300881296629075 91.755234848191321 leaf_count=113 20 2937 internal_value=0 0.0014352 internal_weight=0 92.8853 internal_count=3070 2957 is_linear=0 shrinkage=0.0204111 Tree=7878 num_leaves=4 num_cat=0 split_feature=14 42 2 split_gain=2.10819 2.2214 0.196496 threshold=0.077685000000000018 -1.0000000180025095e-35 0.095525000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0082012782464896874 -0.025813766874588705 0.0012565637519899081 -0.010153940891991375 leaf_weight=11.809657074771165 1.2266066070005752 78.172472872546678 0.74084167267210421 leaf_count=817 83 2161 20 internal_value=0 6.62447e-06 -0.0207813 internal_weight=0 89.9821 1.96745 internal_count=3081 2978 103 is_linear=0 shrinkage=0.0204111 Tree=7879 num_leaves=4 num_cat=0 split_feature=128 376 2 split_gain=2.62463 2.31411 0.196576 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.10799000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2865490437823987e-06 -0.00043113109883243851 0.00023007406555279437 -0.00011580104163098383 leaf_weight=91.83873434666566 2.0987125248279876 7.7087674672802668 0.48799659410360607 leaf_count=2698 199 162 37 internal_value=0 2.10873e-05 -0.000378915 internal_weight=0 99.5475 2.58671 internal_count=3096 2860 236 is_linear=0 shrinkage=0.000400217 Tree=7880 num_leaves=3 num_cat=0 split_feature=151 42 split_gain=2.10283 1.95512 threshold=-0.40941499999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003953056196104667 -0.0001112546229365241 5.2868388004357887e-05 leaf_weight=1.7871180300098775 13.405338173895414 83.166352058245138 leaf_count=66 832 2180 internal_value=0 2.99836e-05 internal_weight=0 96.5717 internal_count=3078 3012 is_linear=0 shrinkage=0.000400217 Tree=7881 num_leaves=4 num_cat=0 split_feature=133 52 52 split_gain=2.05187 1.82484 0.0316004 threshold=-0.26577499999999993 -0.51586999999999994 -0.060344999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019666056947916058 -0.00038963158505698716 2.0873776997585174e-05 -0.00045246607908154286 leaf_weight=0.35547197458436119 1.653863401566922 98.089610744746096 1.3567107703124737 leaf_count=39 208 2715 150 internal_value=0 1.36379e-05 -0.000414688 internal_weight=0 99.7435 1.71218 internal_count=3112 2923 189 is_linear=0 shrinkage=0.000400217 Tree=7882 num_leaves=3 num_cat=0 split_feature=124 43 split_gain=1.98058 2.31122 threshold=0.10385500000000002 0.25537500000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00015514271681606791 0.015856849498844701 -0.022075880449668336 leaf_weight=93.100151155420917 3.0248312623589291 1.9359932149745862 leaf_count=2908 38 184 internal_value=0 -0.000627146 internal_weight=0 95.0361 internal_count=3130 3092 is_linear=0 shrinkage=0.0204111 Tree=7883 num_leaves=4 num_cat=0 split_feature=15 1 15 split_gain=2.03553 3.13274 2.73257 threshold=-0.095604999999999982 0.086100000000000024 -0.032239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004289415433658629 0.00015323060937573341 -3.028049093208038e-05 -1.0237038852546165e-05 leaf_weight=3.5864482322031135 24.105316504088933 21.723823805765278 50.570384740308327 leaf_count=236 735 417 1716 internal_value=0 -8.84109e-05 4.26807e-05 internal_weight=0 25.3103 74.6757 internal_count=3104 653 2451 is_linear=0 shrinkage=0.000400217 Tree=7884 num_leaves=3 num_cat=0 split_feature=51 1210 split_gain=2.04569 1.68639 threshold=-0.40548499999999993 -0.080884999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040672341568813105 -0.00043381807929424943 2.4361251129727798e-05 leaf_weight=1.7378758808481496 1.1925744074906095 94.942177557716604 leaf_count=117 130 2848 internal_value=0 1.81794e-05 internal_weight=0 96.1348 internal_count=3095 2978 is_linear=0 shrinkage=0.000400217 Tree=7885 num_leaves=4 num_cat=0 split_feature=131 49 12 split_gain=1.78952 1.96623 0.834069 threshold=0.097425000000000012 -0.00025999999999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0044843475903460477 0.0012586848682178174 0.0019772626672196051 -0.022009893492550222 leaf_weight=28.580258263889846 0.87099920355831306 61.932659721047457 2.2089506073752991 leaf_count=621 37 2193 227 internal_value=0 -6.60678e-05 -0.0156163 internal_weight=0 90.5129 3.07995 internal_count=3078 2814 264 is_linear=0 shrinkage=0.0204111 Tree=7886 num_leaves=4 num_cat=0 split_feature=16 1 11 split_gain=1.8305 3.12025 1.90897 threshold=0.00077000000000000018 0.13662500000000002 0.079700000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022644530843025788 0.0058326192954921774 0.020436999087521002 -0.015887164326441054 leaf_weight=65.385663054888937 29.166113553284962 2.5119204240691024 1.6825117294210929 leaf_count=2136 719 101 103 internal_value=0 -0.00139233 0.00459483 internal_weight=0 67.8976 30.8486 internal_count=3059 2237 822 is_linear=0 shrinkage=0.0204111 Tree=7887 num_leaves=4 num_cat=0 split_feature=1213 14 151 split_gain=1.88683 1.8055 1.13772 threshold=-1.0000000180025095e-35 0.077685000000000018 -0.082589999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016446675585779939 0.001263939490012727 -0.019246605139272181 -0.018252650625405775 leaf_weight=0.36058051290456239 93.908194302317497 1.7109432119614201 3.0993881592085009 leaf_count=6 2551 83 462 internal_value=0 0.000874856 -0.0142343 internal_weight=0 95.6191 3.45997 internal_count=3102 2634 468 is_linear=0 shrinkage=0.0204111 Tree=7888 num_leaves=3 num_cat=0 split_feature=1429 1456 split_gain=2.27753 1.97215 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024356512778690494 -0.017144381587660372 0.0016721373710383487 leaf_weight=1.3627271788118367 2.2682990382654671 93.145787183843822 leaf_count=134 270 2672 internal_value=0 0.00120524 internal_weight=0 95.4141 internal_count=3076 2942 is_linear=0 shrinkage=0.0204111 Tree=7889 num_leaves=3 num_cat=0 split_feature=1374 3 split_gain=2.92833 2.63469 threshold=-0.095439999999999983 -0.52337999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039071545080721824 0.00043081037880810067 9.6294833865301888e-06 leaf_weight=2.7461537528433828 2.3295886961859642 93.058902419067181 leaf_count=50 26 3056 internal_value=0 2.04086e-05 internal_weight=0 95.3885 internal_count=3132 3082 is_linear=0 shrinkage=0.000400217 Tree=7890 num_leaves=4 num_cat=0 split_feature=0 16 0 split_gain=2.17168 4.05617 4.04592 threshold=-0.074479999999999977 -0.54034499999999996 -0.10726999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017864156162171959 -0.049092563696747096 0.0052313936807346188 -0.0094206699100248294 leaf_weight=40.894654309511679 0.47054564766585727 36.325775566507218 19.844228870064853 leaf_count=558 9 922 1588 internal_value=0 0.00438988 -0.00188569 internal_weight=0 36.7963 60.7389 internal_count=3077 931 2146 is_linear=0 shrinkage=0.0204111 Tree=7891 num_leaves=4 num_cat=0 split_feature=457 0 1 split_gain=2.75193 3.46464 1.95977 threshold=-0.0024349999999999997 -0.22529499999999997 0.099470000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004162606980671276 0.00024484164102794978 8.6311645183842919e-06 -2.1218689472000721e-05 leaf_weight=3.6479267230643 11.296247381571446 77.677232041426123 4.3528637594645261 leaf_count=179 105 2754 71 internal_value=0 3.88909e-05 -0.000204596 internal_weight=0 88.9735 8.00079 internal_count=3109 2859 250 is_linear=0 shrinkage=0.000400217 Tree=7892 num_leaves=4 num_cat=0 split_feature=457 457 38 split_gain=2.1253 2.78418 2.23832 threshold=-0.0056599999999999992 -0.14786499999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0078049265201304858 0.0021297109648952713 -0.017156535459102409 -0.013265543518899785 leaf_weight=2.6573347396551981 88.243473970876039 5.7107589799670659 4.0068928014698022 leaf_count=46 2811 200 74 internal_value=0 -0.00923149 0.00144575 internal_weight=0 8.36809 92.2504 internal_count=3131 246 2885 is_linear=0 shrinkage=0.0204111 Tree=7893 num_leaves=3 num_cat=0 split_feature=31 1374 split_gain=2.13823 1.92529 threshold=-1.0000000180025095e-35 -0.094679999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021562944837189874 -0.016819944507627266 -0.00013991198079382931 leaf_weight=1.7267225395480625 2.863504206237848 92.765462562639186 leaf_count=85 49 2939 internal_value=0 -0.000658464 internal_weight=0 95.629 internal_count=3073 2988 is_linear=0 shrinkage=0.0204111 Tree=7894 num_leaves=3 num_cat=0 split_feature=46 403 split_gain=2.33728 2.18896 threshold=0.081930000000000017 0.08888500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.3968698085691728e-05 -0.0003998073650989841 -0.00033507508934106401 leaf_weight=95.083586171617299 2.0177839129173654 2.5344753244280573 leaf_count=2800 49 270 internal_value=0 2.40142e-05 internal_weight=0 97.6181 internal_count=3119 3070 is_linear=0 shrinkage=0.000400217 Tree=7895 num_leaves=4 num_cat=0 split_feature=155 52 15 split_gain=1.99618 2.08942 0.751915 threshold=0.083500000000000005 -0.048794999999999991 -0.13455999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3984220886475614e-05 0.00017255357810603999 -3.0399977803220216e-05 -0.00041060287218303357 leaf_weight=34.004068094393006 0.35098020758596282 59.012611114844276 2.3059088246664023 leaf_count=785 14 2086 196 internal_value=0 1.51294e-05 -0.000329704 internal_weight=0 93.0167 2.65689 internal_count=3081 2871 210 is_linear=0 shrinkage=0.000400217 Tree=7896 num_leaves=4 num_cat=0 split_feature=376 457 2 split_gain=2.16733 2.51549 1.92924 threshold=0.048375000000000008 0.079930000000000015 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0035327296962465041 -0.0007176735938212238 0.005528161839478571 0.020979006913848134 leaf_weight=73.427565535238955 3.4513883742474709 15.341522357906795 3.253150507400278 leaf_count=2743 95 219 70 internal_value=0 -0.00196179 0.00998158 internal_weight=0 88.7691 6.70454 internal_count=3127 2962 165 is_linear=0 shrinkage=0.0204111 Tree=7897 num_leaves=3 num_cat=0 split_feature=48 49 split_gain=2.40893 2.71161 threshold=-0.095559999999999992 -0.085014999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017450570687995406 -0.0078631368085310335 0.0024935933170820226 leaf_weight=2.871745540527626 11.958144080788768 82.630007575648506 leaf_count=48 195 2857 internal_value=0 0.00117651 internal_weight=0 94.5882 internal_count=3100 3052 is_linear=0 shrinkage=0.0204111 Tree=7898 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.78534 2.72284 threshold=-0.5318799999999998 -0.46213499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00030509474620293349 0.00033646615389717013 -1.1960666248084599e-05 leaf_weight=3.0246253892546511 3.6284919310564865 90.682191931359284 leaf_count=36 50 2977 internal_value=0 1.82773e-06 internal_weight=0 94.3107 internal_count=3063 3027 is_linear=0 shrinkage=0.000400217 Tree=7899 num_leaves=3 num_cat=0 split_feature=147 402 split_gain=1.58095 1.62258 threshold=-1.0000000180025095e-35 0.086255000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021065993759992397 0.00075358083872659133 -0.014260156975707684 leaf_weight=1.3569559079842282 92.9980701345753 2.986767791069723 leaf_count=31 2683 338 internal_value=0 0.000270326 internal_weight=0 95.9848 internal_count=3052 3021 is_linear=0 shrinkage=0.0204111 Tree=7900 num_leaves=4 num_cat=0 split_feature=1375 51 123 split_gain=1.98601 3.40761 1.83198 threshold=-1.0000000180025095e-35 0.090840000000000018 0.13456000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018740693709999513 0.0019602739636613714 0.011761108161044398 -0.02194572035181238 leaf_weight=4.9304243157384908 87.335883796909911 2.0985904696863145 1.244744014868046 leaf_count=136 2898 16 23 internal_value=0 -0.00959242 0.00159706 internal_weight=0 7.02901 88.5806 internal_count=3073 152 2921 is_linear=0 shrinkage=0.0204111 Tree=7901 num_leaves=4 num_cat=0 split_feature=150 1374 128 split_gain=2.34294 3.95587 2.28338 threshold=0.082085000000000019 -0.094679999999999986 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062637231265296595 -0.017532202137315676 0.0094900393690293058 -0.020201398860820528 leaf_weight=67.787231610675008 2.453791233769155 19.074992331967223 2.4654080084133048 leaf_count=2461 50 352 231 internal_value=0 0.00633534 -0.00134438 internal_weight=0 21.5288 70.2526 internal_count=3094 402 2692 is_linear=0 shrinkage=0.0204111 Tree=7902 num_leaves=4 num_cat=0 split_feature=456 0 1 split_gain=2.12474 2.86372 0.647994 threshold=0.087495000000000003 -0.23075999999999999 0.11332500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012251595499703234 -0.023183239563037358 -0.00084015181144139858 -0.0027922841336892015 leaf_weight=7.4896766845777156 2.0264907044074785 82.483370701522745 0.98094485059846181 leaf_count=85 121 2807 39 internal_value=0 0.000263525 -0.0168712 internal_weight=0 89.973 3.00744 internal_count=3052 2892 160 is_linear=0 shrinkage=0.0204111 Tree=7903 num_leaves=4 num_cat=0 split_feature=52 1348 51 split_gain=2.98194 2.57006 2.1532 threshold=0.28122000000000008 0.093505000000000019 -0.40148999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040663550509568292 -0.00046753424570029147 0.00036914865797028971 3.1133043163346834e-05 leaf_weight=1.7237045966321591 3.3076001937797623 0.62283155322074879 92.366067880193441 leaf_count=108 284 3 2663 internal_value=0 -0.000328398 2.26394e-05 internal_weight=0 3.93043 94.0898 internal_count=3058 287 2771 is_linear=0 shrinkage=0.000400217 Tree=7904 num_leaves=4 num_cat=0 split_feature=4 151 376 split_gain=2.96838 1.78159 0.946949 threshold=-0.49977499999999991 -0.29526499999999994 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023087304207795419 -0.017098999882823145 0.0012725025066957448 -0.00090106755641598509 leaf_weight=2.8255592895293371 2.1413429304157026 91.740985853925849 1.1150728128850458 leaf_count=131 73 2889 14 internal_value=0 0.000833601 -0.0170077 internal_weight=0 93.8823 3.94063 internal_count=3107 2962 145 is_linear=0 shrinkage=0.0204111 Tree=7905 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=1.87027 1.84297 threshold=0.10385500000000002 -0.5318799999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00029797264173717845 0.00031150418494312846 1.3310483056191885e-05 leaf_weight=3.0371176865010048 3.1456590691232114 93.398276302652903 leaf_count=41 41 3034 internal_value=0 3.1728e-06 internal_weight=0 96.4354 internal_count=3116 3075 is_linear=0 shrinkage=0.000400217 Tree=7906 num_leaves=4 num_cat=0 split_feature=52 52 15 split_gain=2.05527 3.36108 2.0193 threshold=-0.048794999999999991 -0.010264999999999998 0.050935000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010803403175315677 -0.00034201305934540831 -1.4699191641778519e-05 -0.00021134536899104387 leaf_weight=32.126303148295847 5.4021307426046397 56.80327896579638 3.4127486198522083 leaf_count=835 205 1942 113 internal_value=0 -4.36877e-05 7.67972e-05 internal_weight=0 62.2054 35.5391 internal_count=3095 2147 948 is_linear=0 shrinkage=0.000400217 Tree=7907 num_leaves=4 num_cat=0 split_feature=1 3 0 split_gain=3.02551 3.36932 2.04815 threshold=0.087515000000000023 -0.10075499999999998 -0.087664999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0605708564493274e-05 9.5912313058316628e-05 -0.00019276311805017552 -6.0496787795245933e-05 leaf_weight=14.053808196036696 35.585649073189416 25.596627912785607 21.382825292981579 leaf_count=204 475 1591 810 internal_value=0 -0.000106603 3.72014e-05 internal_weight=0 39.6504 56.9685 internal_count=3080 1795 1285 is_linear=0 shrinkage=0.000400217 Tree=7908 num_leaves=4 num_cat=0 split_feature=1 16 52 split_gain=2.92214 4.08354 2.75666 threshold=0.076845000000000011 0.0020050000000000003 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002509235919431603 -0.00040053506339932912 4.2629677316923523e-05 5.394959201982461e-05 leaf_weight=15.939652626044337 2.1026762656802012 14.34585497046646 62.043070005332993 leaf_count=1205 162 391 1341 internal_value=0 -0.000112226 3.83798e-05 internal_weight=0 30.2855 64.1457 internal_count=3099 1596 1503 is_linear=0 shrinkage=0.000400217 Tree=7909 num_leaves=4 num_cat=0 split_feature=4 52 1 split_gain=2.20081 2.00984 0.117733 threshold=0.51074000000000008 -0.41845999999999994 0.11259500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039177666044864823 0.00015444247329541295 -4.9388053174830694e-06 0.00041735171680090856 leaf_weight=2.0906521527394935 0.52994757727719788 92.439558946480702 1.8363446490038766 leaf_count=300 12 2673 128 internal_value=0 -1.39476e-05 0.000368109 internal_weight=0 94.5302 2.36629 internal_count=3113 2973 140 is_linear=0 shrinkage=0.000400217 Tree=7910 num_leaves=4 num_cat=0 split_feature=1456 43 147 split_gain=1.91174 1.90641 0.855621 threshold=-1.0000000180025095e-35 -0.063379999999999978 0.085765000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021072069811742408 0.0043177602463043011 -0.001583540661642951 0.01057105811186787 leaf_weight=2.2730146698140739 37.115626665048694 58.770672611962254 0.34805343288462598 leaf_count=282 1202 1601 10 internal_value=0 0.000703104 -0.0166092 internal_weight=0 95.8863 2.62107 internal_count=3095 2803 292 is_linear=0 shrinkage=0.0204111 Tree=7911 num_leaves=4 num_cat=0 split_feature=2 48 49 split_gain=2.70658 3.78687 3.73475 threshold=1.0000000180025095e-35 -0.095559999999999992 -0.07278999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021390214867254861 -0.00047538079483816102 4.641199017265026e-05 -0.00021277439986644174 leaf_weight=3.9674313617433681 2.1864408835099303 72.811858532237693 17.064923935817205 leaf_count=75 40 2305 667 internal_value=0 3.05141e-05 -0.000131582 internal_weight=0 74.9983 21.0324 internal_count=3087 2345 742 is_linear=0 shrinkage=0.000400217 Tree=7912 num_leaves=4 num_cat=0 split_feature=457 39 457 split_gain=2.29624 2.71307 2.19043 threshold=0.079930000000000015 0.0047850000000000011 0.086205000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.5401308746688486e-05 0.0003188666682089554 0.00013237378839201845 1.3557424537796479e-05 leaf_weight=67.662281447037003 5.6317896102555123 11.717213368599912 10.950467289167134 leaf_count=2540 74 297 187 internal_value=0 -4.45884e-05 0.000118692 internal_weight=0 79.3795 16.5823 internal_count=3098 2837 261 is_linear=0 shrinkage=0.000400217 Tree=7913 num_leaves=4 num_cat=0 split_feature=0 0 3 split_gain=1.94607 3.66705 2.66019 threshold=-0.075359999999999996 -0.087944999999999982 0.076840000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0667180337442435e-05 0.0065281110471857515 -0.013861596847094981 -0.0070947716838719258 leaf_weight=49.944059331206518 28.770203561298331 9.4439938512200552 7.4296986426197682 leaf_count=1059 830 1058 145 internal_value=0 -0.00227727 0.00371888 internal_weight=0 59.3881 36.1999 internal_count=3092 2117 975 is_linear=0 shrinkage=0.0204111 Tree=7914 num_leaves=4 num_cat=0 split_feature=42 51 474 split_gain=2.9404 3.80222 2.5509 threshold=-1.0000000180025095e-35 -0.07742499999999998 0.080165000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013802919993859667 -0.0098655703074193753 0.0026933754195498918 0.011455387271966358 leaf_weight=10.202934354914758 11.553808342365299 72.117582167509681 1.8982995166552417 leaf_count=784 410 1809 50 internal_value=0 0.0009483 -0.009772 internal_weight=0 83.6714 12.1012 internal_count=3053 2219 834 is_linear=0 shrinkage=0.0204111 Tree=7915 num_leaves=3 num_cat=0 split_feature=1444 2 split_gain=1.75586 1.69506 threshold=-0.084559999999999982 0.153865 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021600535571964712 0.00020917644369090278 0.016541762261799306 leaf_weight=1.5868638670508506 94.424401092923745 2.6118324254857717 leaf_count=25 2952 107 internal_value=0 0.000667344 internal_weight=0 97.0362 internal_count=3084 3059 is_linear=0 shrinkage=0.0204111 Tree=7916 num_leaves=4 num_cat=0 split_feature=133 52 15 split_gain=1.88686 1.94367 0.027509 threshold=-0.26577499999999993 -0.51586999999999994 -0.14561499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0078627722743597698 -0.019920899154330166 0.0012426561002465567 -0.022518502940237502 leaf_weight=0.22138419845578017 1.7313176648458455 94.594128105242362 1.3285648898104216 leaf_count=24 213 2686 164 internal_value=0 0.000839583 -0.0210959 internal_weight=0 96.3254 1.54995 internal_count=3087 2899 188 is_linear=0 shrinkage=0.0204111 Tree=7917 num_leaves=4 num_cat=0 split_feature=42 42 12 split_gain=2.28687 1.85567 0.415802 threshold=-0.11277999999999998 -0.10509499999999998 0.023990000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0077793668059278863 0.027280903727712812 0.00016869087642028434 -0.023113443633456705 leaf_weight=1.4806432774057605 0.95206050653359753 91.12743013540512 1.7778619668424651 leaf_count=40 19 2866 136 internal_value=0 0.000481812 -0.0166356 internal_weight=0 92.0795 3.25851 internal_count=3061 2885 176 is_linear=0 shrinkage=0.0204111 Tree=7918 num_leaves=4 num_cat=0 split_feature=48 4 2 split_gain=2.26552 2.83576 2.21994 threshold=0.11978500000000002 0.27044500000000005 0.12299 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011865326313661962 -0.027224100601046398 0.0088809179846188278 -0.002219979226324326 leaf_weight=76.238577509504012 2.3979617677978231 13.644768080703214 3.6562664178200066 leaf_count=2615 50 359 64 internal_value=0 0.000350907 -0.0124381 internal_weight=0 89.8833 6.05423 internal_count=3088 2974 114 is_linear=0 shrinkage=0.0204111 Tree=7919 num_leaves=3 num_cat=0 split_feature=1366 401 split_gain=1.74724 1.66782 threshold=-1.0000000180025095e-35 0.087020000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017392935329329992 0.0013093782524317794 -0.016758891150329941 leaf_weight=2.1079218617087454 97.474472439389046 2.0641605794662601 leaf_count=61 2837 247 internal_value=0 0.000916282 internal_weight=0 99.5386 internal_count=3145 3084 is_linear=0 shrinkage=0.0204111 Tree=7920 num_leaves=4 num_cat=0 split_feature=1447 453 123 split_gain=2.28636 1.98743 1.52231 threshold=-1.0000000180025095e-35 0.089535000000000017 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022744944416609899 0.00069450006879453931 -0.019575044435691479 0.016390075433932155 leaf_weight=2.6989443456459408 90.575934057552786 1.9491333542100608 0.40290600137086574 leaf_count=289 2724 42 9 internal_value=0 0.000244358 -0.0172677 internal_weight=0 92.5251 3.10185 internal_count=3064 2766 298 is_linear=0 shrinkage=0.0204111 Tree=7921 num_leaves=3 num_cat=0 split_feature=158 1 split_gain=1.92426 2.0972 threshold=0.11034000000000001 0.12212000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.9783697906290532e-06 -0.00039714139444595902 0.0001898124820359583 leaf_weight=86.628130662518743 1.5945554440504555 11.692430095004964 leaf_count=2684 135 311 internal_value=0 3.15561e-05 internal_weight=0 98.3206 internal_count=3130 2995 is_linear=0 shrinkage=0.000400217 Tree=7922 num_leaves=4 num_cat=0 split_feature=484 453 160 split_gain=2.24427 1.73415 0.595991 threshold=-0.083139999999999992 0.091855000000000006 0.60040000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021435725897936506 0.00083656844079495478 -0.018392678054068665 0.0055492158363185827 leaf_weight=2.3921368156734384 95.349354537144791 1.8827887524384994 0.34790875975522784 leaf_count=257 2821 40 28 internal_value=0 0.000443489 -0.0179261 internal_weight=0 97.2321 2.74005 internal_count=3146 2861 285 is_linear=0 shrinkage=0.0204111 Tree=7923 num_leaves=3 num_cat=0 split_feature=33 0 split_gain=2.06568 1.99098 threshold=-1.0000000180025095e-35 0.15238000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039840344144718672 1.2744197816110523e-05 -0.00023481681647759782 leaf_weight=2.0359122372465199 90.145154111423381 5.4098703004892732 leaf_count=47 2950 64 internal_value=0 -1.52995e-06 internal_weight=0 95.555 internal_count=3061 3014 is_linear=0 shrinkage=0.000400217 Tree=7924 num_leaves=3 num_cat=0 split_feature=1374 147 split_gain=1.8771 1.53762 threshold=-0.094679999999999986 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014639408484674538 -0.020046511630092873 0.00095523713619370058 leaf_weight=3.3731719099450848 1.3640548587718502 90.799279938032214 leaf_count=55 33 2943 internal_value=0 0.000620455 internal_weight=0 92.1633 internal_count=3031 2976 is_linear=0 shrinkage=0.0204111 Tree=7925 num_leaves=4 num_cat=0 split_feature=39 12 130 split_gain=1.78693 2.32206 2.19012 threshold=0.0047850000000000011 -0.092979999999999993 -0.088604999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048583017496077268 -9.6815627042779852e-06 0.00031850458355760507 1.9529103867155537e-05 leaf_weight=1.2839263433706936 6.4365067640901543 7.3224397894809936 86.114413840906764 leaf_count=72 123 228 2675 internal_value=0 0.000166139 1.1493e-05 internal_weight=0 13.7589 87.3983 internal_count=3098 351 2747 is_linear=0 shrinkage=0.000400217 Tree=7926 num_leaves=3 num_cat=0 split_feature=51 43 split_gain=1.78293 1.90536 threshold=-0.40548499999999993 -0.075449999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020396003356659358 0.0049057657094638742 -0.001082648504584511 leaf_weight=1.5215620233448124 34.812793372394481 60.362710273977882 leaf_count=114 1163 1840 internal_value=0 0.00111095 internal_weight=0 95.1755 internal_count=3117 3003 is_linear=0 shrinkage=0.0204111 Tree=7927 num_leaves=4 num_cat=0 split_feature=47 52 16 split_gain=2.21367 3.33221 2.41695 threshold=0.10783500000000001 -0.24600999999999998 -0.27637999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018609987482039791 -0.0054427062067240687 -0.00012965113751950151 0.013931326334421248 leaf_weight=4.1713058100431217 3.7761549081187686 79.745400896073079 8.7450831137357437 leaf_count=299 51 2570 150 internal_value=0 -0.00107184 0.00809205 internal_weight=0 83.9167 12.5212 internal_count=3070 2869 201 is_linear=0 shrinkage=0.0204111 Tree=7928 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=2.48618 2.65197 1.75764 threshold=0.11332500000000002 -0.11550499999999998 0.14226500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0055119583603506928 0.0091304958463241451 -0.0036445029448887237 -0.0089770136834263145 leaf_weight=16.780588223475206 16.110125358332883 59.88820317370164 2.4981302397209211 leaf_count=284 430 2336 41 internal_value=0 -0.0016353 0.00666044 internal_weight=0 76.6688 18.6083 internal_count=3091 2620 471 is_linear=0 shrinkage=0.0204111 Tree=7929 num_leaves=4 num_cat=0 split_feature=1447 483 159 split_gain=1.55154 1.59109 0.983957 threshold=-0.086059999999999984 0.079055000000000014 -0.032069999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.4352373915559063e-05 1.0884863826714214e-05 -0.00023083767007910455 0.00051673328475356428 leaf_weight=1.3513018570029092 91.734840329275812 4.4671578373763614 1.4223168509706727 leaf_count=82 2741 308 27 internal_value=0 -5.94874e-07 0.000297241 internal_weight=0 96.202 2.77362 internal_count=3158 3049 109 is_linear=0 shrinkage=0.000400217 Tree=7930 num_leaves=4 num_cat=0 split_feature=133 133 12 split_gain=1.75645 2.08752 1.41 threshold=0.10681500000000001 0.10593500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00077338362744631289 0.0043531929213734156 0.023124336980816982 -0.024743987357084121 leaf_weight=96.517261070410314 1.0226429081812969 1.6611794018899662 1.8678835512000649 leaf_count=2626 28 12 390 internal_value=0 0.00117747 -0.0146712 internal_weight=0 98.1784 2.89053 internal_count=3056 2638 418 is_linear=0 shrinkage=0.0204111 Tree=7931 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=1.93051 1.99505 threshold=-1.0000000180025095e-35 0.097925000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021533155249613307 -0.0032655476017857807 0.0028335480634527396 leaf_weight=1.5240501017397026 55.899863047668987 37.065823521806578 leaf_count=85 2065 929 internal_value=0 -0.000833328 internal_weight=0 92.9657 internal_count=3079 2994 is_linear=0 shrinkage=0.0204111 Tree=7932 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=1.85952 4.21659 3.11671 threshold=-0.22295999999999996 0.053965000000000006 -0.15409499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024425367153967932 0.017132145424539207 0.00029212843412380343 -0.00015326846306580724 leaf_weight=4.0572619415324871 4.4898562771559218 9.2564066659906512 78.07718869241944 leaf_count=89 55 151 2798 internal_value=0 -0.00738127 0.000808611 internal_weight=0 13.3137 82.567 internal_count=3093 240 2853 is_linear=0 shrinkage=0.0204111 Tree=7933 num_leaves=3 num_cat=0 split_feature=1374 151 split_gain=2.68998 1.84559 threshold=-0.094679999999999986 -0.29526499999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020651443570286438 -0.016928611355925337 0.0015070934423358686 leaf_weight=2.3278444696916258 2.2076037989045281 92.098457522384706 leaf_count=49 65 2959 internal_value=0 0.00105597 internal_weight=0 94.3061 internal_count=3073 3024 is_linear=0 shrinkage=0.0204111 Tree=7934 num_leaves=4 num_cat=0 split_feature=52 48 4 split_gain=1.8813 2.75819 2.71548 threshold=-0.048794999999999991 -0.065059999999999993 -0.0031049999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.003517687189879457 0.008240670892395387 -0.0055271217552144303 0.0076500677588700241 leaf_weight=17.992745428020498 6.7958069005981079 50.004784723830198 18.08251618410759 leaf_count=626 92 2045 310 internal_value=0 -0.00386693 0.00208644 internal_weight=0 56.8006 36.0753 internal_count=3073 2137 936 is_linear=0 shrinkage=0.0204111 Tree=7935 num_leaves=4 num_cat=0 split_feature=52 52 159 split_gain=2.19193 4.69384 2.46451 threshold=0.084805000000000019 0.082245000000000013 -0.46979999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5760799908085531e-05 0.01905047906445366 0.026924721856868249 -0.008941108999060244 leaf_weight=71.66188690238414 1.3147741255124881 2.6944425633337223 17.016600595206 leaf_count=2052 65 57 918 internal_value=0 0.00102987 -0.00683001 internal_weight=0 74.3563 18.3314 internal_count=3092 2109 983 is_linear=0 shrinkage=0.0204111 Tree=7936 num_leaves=4 num_cat=0 split_feature=42 15 150 split_gain=2.1361 3.17838 2.19072 threshold=0.09857500000000001 0.21988000000000002 0.12187000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012172391305488321 -0.018631734919143491 0.020742166963980329 -0.01844800339415073 leaf_weight=84.276269461042375 5.3953491971060421 0.91491656564176072 2.6205262749426756 leaf_count=2597 395 9 70 internal_value=0 -0.0126609 -0.000461298 internal_weight=0 6.31027 86.8968 internal_count=3071 404 2667 is_linear=0 shrinkage=0.0204111 Tree=7937 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=2.5115 4.91047 3.15884 threshold=-0.075359999999999996 -0.099049999999999985 -0.032519999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00085105961469257943 0.012859219812887825 -0.012809142858167109 0.00019577197977285938 leaf_weight=46.049920489887882 12.082980509127081 14.271984794028411 25.102463460623767 leaf_count=664 419 1476 540 internal_value=0 -0.00239865 0.00433686 internal_weight=0 60.3219 37.1854 internal_count=3099 2140 959 is_linear=0 shrinkage=0.0204111 Tree=7938 num_leaves=4 num_cat=0 split_feature=2 454 12 split_gain=1.99324 2.70154 2.18907 threshold=0.10274500000000002 1.0000000180025095e-35 0.092465000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3364495358647975e-05 0.00016744163169625832 0.0003598499578302765 -8.1561388867068321e-05 leaf_weight=63.833348081009717 23.15697447184721 2.8149498949060208 7.3948864104809209 leaf_count=2299 472 23 311 internal_value=0 -1.61811e-05 0.000107094 internal_weight=0 66.6483 30.5519 internal_count=3105 2322 783 is_linear=0 shrinkage=0.000400217 Tree=7939 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=2.47744 4.02706 1.81676 threshold=0.27150500000000005 0.080455000000000013 0.12011000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7842848078616389e-07 0.00021688095143118514 -0.00046923981920528036 -0.00020300216513308741 leaf_weight=80.348987915740508 12.588096396757463 2.9165668568493848 1.8073118925094593 leaf_count=2586 348 140 28 internal_value=0 -1.61966e-05 0.000163006 internal_weight=0 83.2656 14.3954 internal_count=3102 2726 376 is_linear=0 shrinkage=0.000400217 Tree=7940 num_leaves=4 num_cat=0 split_feature=150 160 49 split_gain=1.97152 2.25944 2.18247 threshold=0.082085000000000019 -1.0000000180025095e-35 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011516232501518862 -0.0088965837300768284 0.0078173942039579756 -0.0006713549961059527 leaf_weight=8.7228604291012726 4.0006225050019593 18.83046091335018 62.012246904878339 leaf_count=245 147 259 2425 internal_value=0 0.00485953 -0.0020248 internal_weight=0 22.8311 70.7351 internal_count=3076 406 2670 is_linear=0 shrinkage=0.0204111 Tree=7941 num_leaves=4 num_cat=0 split_feature=133 3 42 split_gain=1.70851 2.61601 0.0539138 threshold=-0.25351499999999993 0.17769000000000004 -0.0091049999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017094403288574648 -2.0110624276004313e-05 0.00025117442667497167 -0.00045494985810986291 leaf_weight=0.32109634865946635 87.689274485173428 5.9763452653132836 1.2309184730656841 leaf_count=131 2766 143 61 internal_value=0 -2.52202e-06 -0.000411648 internal_weight=0 93.6656 1.55201 internal_count=3101 2909 192 is_linear=0 shrinkage=0.000400217 Tree=7942 num_leaves=4 num_cat=0 split_feature=41 52 132 split_gain=2.69999 2.06503 1.48799 threshold=0.078385000000000024 -0.092264999999999986 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0056754102873368597 -0.019703244313190784 0.0023369545511074757 0.0035407188451367904 leaf_weight=16.108660777952537 4.1172062707810246 77.033007284208907 1.5327228575479237 leaf_count=620 109 2370 48 internal_value=0 0.000946082 -0.0134513 internal_weight=0 93.1417 5.64993 internal_count=3147 2990 157 is_linear=0 shrinkage=0.0204111 Tree=7943 num_leaves=4 num_cat=0 split_feature=2 159 150 split_gain=2.26348 3.3919 2.40236 threshold=0.097925000000000012 0.091005000000000016 0.082085000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017087085650059816 0.00062128252292910542 -0.019828239686728779 0.013157352603972409 leaf_weight=50.4973650951747 31.944629315089514 4.5965104482729648 7.8464394366601473 leaf_count=1917 784 225 165 internal_value=0 -0.00325758 0.00312327 internal_weight=0 55.0939 39.7911 internal_count=3091 2142 949 is_linear=0 shrinkage=0.0204111 Tree=7944 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=1.89352 3.28719 threshold=0.090240000000000015 -0.23031999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.013889033037781459 -0.016299148030336219 0.00084866867593583607 leaf_weight=8.8082169827248418 2.2760463352242359 83.077290063818964 leaf_count=99 63 2899 internal_value=0 0.00211411 internal_weight=0 91.8855 internal_count=3061 2998 is_linear=0 shrinkage=0.0204111 Tree=7945 num_leaves=3 num_cat=0 split_feature=45 48 split_gain=1.72178 2.18202 threshold=0.08179500000000002 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.314393643169765e-05 -0.00027984580102335407 -0.00023940218159096947 leaf_weight=93.503478045986412 2.8486239557678337 4.4821667987052924 leaf_count=2986 58 80 internal_value=0 2.99609e-05 internal_weight=0 97.9856 internal_count=3124 3066 is_linear=0 shrinkage=0.000400217 Tree=7946 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=1.86395 2.1404 threshold=-0.40548499999999993 0.13535500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040129909012718413 1.2145154041878508e-05 0.00026939491742223736 leaf_weight=1.5480982858607593 94.009295040775669 5.3716769670936619 leaf_count=103 2833 175 internal_value=0 2.63374e-05 internal_weight=0 99.381 internal_count=3111 3008 is_linear=0 shrinkage=0.000400217 Tree=7947 num_leaves=3 num_cat=0 split_feature=151 474 split_gain=1.85263 1.73414 threshold=-0.52342999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043909466289997196 -0.0004487516987602658 2.7623442742536389e-05 leaf_weight=1.306592986016766 1.127980964782181 96.382100907789663 leaf_count=50 116 2935 internal_value=0 2.16044e-05 internal_weight=0 97.5101 internal_count=3101 3051 is_linear=0 shrinkage=0.000400217 Tree=7948 num_leaves=4 num_cat=0 split_feature=43 4 48 split_gain=2.01172 3.39762 3.13898 threshold=-0.069909999999999986 -0.22295999999999996 0.086665000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011029173588395539 -0.01355385652257632 0.0003207014138157705 0.015040805569789078 leaf_weight=28.715469115741143 8.4491295079096727 52.077079766484985 8.6894250280311081 leaf_count=1073 196 1624 230 internal_value=0 -0.00163756 0.00437601 internal_weight=0 60.5262 37.4049 internal_count=3123 1820 1303 is_linear=0 shrinkage=0.0204111 Tree=7949 num_leaves=4 num_cat=0 split_feature=3 41 11 split_gain=1.86482 2.07664 1.834 threshold=-0.15490999999999996 1.0000000180025095e-35 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027621240451361354 -1.9534268326623937e-05 -0.00028234094122214727 -9.0031428168854612e-05 leaf_weight=6.2416181392036361 81.940307326489346 5.0064977502333923 3.2738147956442845 leaf_count=73 2781 106 130 internal_value=0 -3.50106e-05 0.000150623 internal_weight=0 86.9468 9.51543 internal_count=3090 2887 203 is_linear=0 shrinkage=0.000400217 Tree=7950 num_leaves=4 num_cat=0 split_feature=13 15 34 split_gain=1.72322 2.80148 1.86682 threshold=-0.10939499999999998 -0.089594999999999994 -0.086809999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0051731623278830048 -0.023721812575660219 0.011867185059408581 -0.0009958306416740332 leaf_weight=6.2404042437483467 1.424452967927208 10.924539126004673 76.793236155878731 leaf_count=135 48 147 2743 internal_value=0 0.0056787 -0.00144302 internal_weight=0 17.1649 78.2177 internal_count=3073 282 2791 is_linear=0 shrinkage=0.0204111 Tree=7951 num_leaves=4 num_cat=0 split_feature=483 15 483 split_gain=1.78366 2.3809 1.81669 threshold=0.079055000000000014 -0.46645999999999993 -0.086419999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040785066678342168 0.00035690636602310488 -0.00035197867665454557 2.6226701935994111e-05 leaf_weight=1.4585783458733192 0.83234769675618725 4.0603584993714312 93.1717187441227 leaf_count=148 56 297 2634 internal_value=0 -0.000226096 1.9062e-05 internal_weight=0 4.89271 94.6303 internal_count=3135 353 2782 is_linear=0 shrinkage=0.000400217 Tree=7952 num_leaves=4 num_cat=0 split_feature=457 12 12 split_gain=1.90801 3.0074 2.13044 threshold=-0.0024349999999999997 -1.0000000180025095e-35 0.084045000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016288560913702115 0.0031373505058162163 -0.015995837713278543 -0.0032624253198373842 leaf_weight=1.3800658581312744 50.449406857762369 6.3710308651534424 37.815013351499147 leaf_count=21 922 225 1948 internal_value=0 -0.0100976 0.000394843 internal_weight=0 7.7511 88.2644 internal_count=3116 246 2870 is_linear=0 shrinkage=0.0204111 Tree=7953 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=2.4784 8.22104 1.88058 threshold=1.0000000180025095e-35 -0.08972999999999999 -0.095559999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02378578763233713 -0.015541385603067868 0.0012990287877873111 0.0030302021445735546 leaf_weight=7.0667692736369672 2.2473823944965252 22.46833013856849 62.273615474952749 leaf_count=365 37 1198 1490 internal_value=0 -0.0047701 0.00235752 internal_weight=0 29.5351 64.521 internal_count=3090 1563 1527 is_linear=0 shrinkage=0.0204111 Tree=7954 num_leaves=4 num_cat=0 split_feature=52 48 52 split_gain=1.80643 3.48401 2.86941 threshold=-0.092109999999999984 0.096065000000000025 -0.081519999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019251014319962096 0.00024157202795375832 0.00025921897100640085 1.173161798882522e-05 leaf_weight=13.68619239929467 9.7873923060105863 3.3078434439958064 71.941131145428699 leaf_count=555 145 69 2360 internal_value=0 -0.000103461 3.9549e-05 internal_weight=0 16.994 81.7285 internal_count=3129 624 2505 is_linear=0 shrinkage=0.000400217 Tree=7955 num_leaves=4 num_cat=0 split_feature=1212 480 12 split_gain=1.85946 1.72879 0.263424 threshold=0.087800000000000017 0.086640000000000009 0.080020000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.1151840427137076e-06 4.3155622591521519e-05 -0.00032760595788572855 -0.00042202088294498666 leaf_weight=94.32074939815584 0.19482436752878074 2.4104965578680995 1.8367116238860033 leaf_count=2677 7 183 243 internal_value=0 -6.19924e-07 -0.000377486 internal_weight=0 96.7312 2.03154 internal_count=3110 2860 250 is_linear=0 shrinkage=0.000400217 Tree=7956 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=1.78491 2.0272 threshold=-0.40548499999999993 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020189035584880593 0.00035562950158130377 0.014110896245806538 leaf_weight=1.5657188045806822 87.875419403312208 4.5909725245001018 leaf_count=118 2786 157 internal_value=0 0.00105482 internal_weight=0 92.4664 internal_count=3061 2943 is_linear=0 shrinkage=0.0204111 Tree=7957 num_leaves=4 num_cat=0 split_feature=160 403 2 split_gain=2.36424 2.25106 1.98305 threshold=-0.20907999999999996 0.088015000000000024 -0.031854999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0184495407559227 0.0026014034368831759 -0.017194215412342596 -0.018673341189385677 leaf_weight=0.61658756909673673 88.587615894872215 2.3488986343709248 3.7574473606705387 leaf_count=18 2512 244 318 internal_value=0 0.00206956 -0.0131104 internal_weight=0 90.9365 4.37403 internal_count=3092 2756 336 is_linear=0 shrinkage=0.0204111 Tree=7958 num_leaves=4 num_cat=0 split_feature=12 51 12 split_gain=2.07214 2.19446 1.07078 threshold=0.11596500000000001 0.14897000000000002 0.12745500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015892905225177141 -0.03031125836996695 -0.0210596043730483 -0.0060707587984922618 leaf_weight=92.508041929751016 1.1217443789755628 1.7055413303319245 2.1716930910188239 leaf_count=2850 61 65 103 internal_value=0 0.00115477 -0.0150522 internal_weight=0 94.2136 3.29344 internal_count=3079 2915 164 is_linear=0 shrinkage=0.0204111 Tree=7959 num_leaves=4 num_cat=0 split_feature=41 132 149 split_gain=2.55027 2.22069 2.1106 threshold=0.078150000000000011 0.08018500000000002 0.11108000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021067746320133974 -0.018944375545780389 0.0053348087648873999 -0.023845089252564698 leaf_weight=87.121781637474214 4.66897747013354 2.2752876077429391 1.2139516957104195 leaf_count=2914 113 56 20 internal_value=0 -0.0110309 0.0017204 internal_weight=0 6.94427 88.3357 internal_count=3103 169 2934 is_linear=0 shrinkage=0.0204111 Tree=7960 num_leaves=4 num_cat=0 split_feature=133 43 15 split_gain=1.79507 2.06225 0.166276 threshold=-0.25351499999999993 0.14303000000000002 -0.24211499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011817724191167905 0.00027864986662807335 0.013766884941802563 -0.022575343155326836 leaf_weight=0.1826393789378925 90.547840957268363 4.8705932153316089 1.3818374833017504 leaf_count=9 2842 59 196 internal_value=0 0.00098248 -0.0203236 internal_weight=0 95.4184 1.56448 internal_count=3106 2901 205 is_linear=0 shrinkage=0.0204111 Tree=7961 num_leaves=4 num_cat=0 split_feature=1456 1447 160 split_gain=1.88983 1.89114 0.388953 threshold=1.0000000180025095e-35 -0.086059999999999984 -0.14835999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019545090277914873 0.0035056082087075824 -0.00075011572778598435 -0.021905888200956351 leaf_weight=1.8416947187006361 0.25326496870366133 91.408881012193433 1.9574401270929218 leaf_count=49 36 2774 232 internal_value=0 -0.000326327 -0.018966 internal_weight=0 93.2506 2.21071 internal_count=3091 2823 268 is_linear=0 shrinkage=0.0204111 Tree=7962 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=1.98753 2.80096 threshold=-0.5318799999999998 0.17769000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013346340382845979 0.0019466318447310727 0.019595324382014299 leaf_weight=3.2278922112600403 90.451169137103079 3.7989040803950038 leaf_count=46 2903 118 internal_value=0 0.0026804 internal_weight=0 94.2501 internal_count=3067 3021 is_linear=0 shrinkage=0.0204111 Tree=7963 num_leaves=4 num_cat=0 split_feature=376 1456 3 split_gain=1.93592 2.57844 0.499005 threshold=0.048375000000000008 1.0000000180025095e-35 -0.010514999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00070112382541891985 0.016619547444516134 -0.022406000845728056 0.0053302127204610311 leaf_weight=87.377148137351924 3.5380454159312649 1.9472484949465059 3.2266921484842888 leaf_count=2709 78 247 87 internal_value=0 0.000169974 0.0114091 internal_weight=0 89.3244 6.76474 internal_count=3121 2956 165 is_linear=0 shrinkage=0.0204111 Tree=7964 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=1.74997 5.26632 3.04382 threshold=-0.083499999999999977 -0.084169999999999981 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3384126217549594e-05 -6.9645037818914695e-05 0.00059536220737658682 0.00020062217085817062 leaf_weight=29.347313434852367 59.987726783214384 2.7159088625630821 7.3995389435258394 leaf_count=896 1923 56 230 internal_value=0 7.37366e-05 -3.96845e-05 internal_weight=0 32.0632 67.3873 internal_count=3105 952 2153 is_linear=0 shrinkage=0.000400217 Tree=7965 num_leaves=3 num_cat=0 split_feature=52 38 split_gain=3.90334 2.06487 threshold=-0.32783999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042979905408467822 2.0928230896601e-05 -0.00026331444817376091 leaf_weight=3.2707215620703201 88.841987775967937 4.1792035676771766 leaf_count=321 2694 64 internal_value=0 7.85672e-06 internal_weight=0 93.0212 internal_count=3079 2758 is_linear=0 shrinkage=0.000400217 Tree=7966 num_leaves=4 num_cat=0 split_feature=16 43 483 split_gain=2.01676 2.48206 1.75191 threshold=0.40804500000000005 0.73451000000000011 -0.086419999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020912695589580605 -0.019287608947677493 0.023211288677453763 0.0020525315575799221 leaf_weight=1.2940522717472038 3.5010323943315589 0.58230262994766224 90.397107527571734 leaf_count=143 272 1 2688 internal_value=0 -0.0127693 0.00170331 internal_weight=0 4.08334 91.6912 internal_count=3104 273 2831 is_linear=0 shrinkage=0.0204111 Tree=7967 num_leaves=4 num_cat=0 split_feature=14 156 3 split_gain=1.76117 1.70079 0.988555 threshold=0.073890000000000011 -1.0000000180025095e-35 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019940734261730205 -0.028602719843181763 0.0021980955324893653 -0.00099925834294153264 leaf_weight=1.3570611102586543 1.1319369310294862 94.10337471382627 0.97068508968004508 leaf_count=156 75 2850 28 internal_value=0 0.00186038 -0.0165543 internal_weight=0 95.4604 2.10262 internal_count=3109 3006 103 is_linear=0 shrinkage=0.0204111 Tree=7968 num_leaves=3 num_cat=0 split_feature=3 42 split_gain=1.97116 2.10402 threshold=-0.48702499999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018846750128426074 -0.0070370184686344116 0.0018786581184146692 leaf_weight=2.0844622977310783 12.584117835896448 83.830512139798884 leaf_count=31 830 2219 internal_value=0 0.000708164 internal_weight=0 96.4146 internal_count=3080 3049 is_linear=0 shrinkage=0.0204111 Tree=7969 num_leaves=4 num_cat=0 split_feature=42 39 49 split_gain=2.44211 3.58206 2.33145 threshold=0.092260000000000023 0.08481000000000001 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014550603130759603 -0.00027305953055407645 0.00028743829659221774 5.5637076124151344e-05 leaf_weight=10.415109978981489 9.2774734789127233 2.170208615862065 74.981477270640426 leaf_count=150 531 124 2265 internal_value=0 -0.000165048 3.09469e-05 internal_weight=0 11.4477 85.3966 internal_count=3070 655 2415 is_linear=0 shrinkage=0.000400217 Tree=7970 num_leaves=4 num_cat=0 split_feature=4 483 1 split_gain=2.2706 1.80226 0.131665 threshold=0.51026500000000008 1.0000000180025095e-35 0.11259500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046513657739552365 0.0072009527292454453 -0.013163503608808639 0.021266114193518211 leaf_weight=85.850692547556264 0.50153173902071957 4.8121805576329271 1.8451159600372191 leaf_count=2629 12 325 137 internal_value=0 -0.00115454 0.0187249 internal_weight=0 90.6629 2.34665 internal_count=3103 2954 149 is_linear=0 shrinkage=0.0204111 Tree=7971 num_leaves=4 num_cat=0 split_feature=11 3 48 split_gain=1.71519 2.35969 2.13501 threshold=0.081005000000000008 -0.097724999999999992 0.081520000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013100116045983056 -1.2224019335419671e-05 -2.5182336434193656e-05 -0.00046076855619797664 leaf_weight=19.715611835039454 4.1565014025691189 70.795622923518295 2.7711533045312535 leaf_count=286 141 2615 46 internal_value=0 8.95816e-06 -0.000196123 internal_weight=0 90.5112 6.92765 internal_count=3088 2901 187 is_linear=0 shrinkage=0.000400217 Tree=7972 num_leaves=4 num_cat=0 split_feature=3 11 4 split_gain=1.684 2.66671 1.92219 threshold=-0.10643499999999999 0.081130000000000022 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0091933072555428416 -0.0099791360998632787 -0.0068872797308580378 5.2446254581036637e-05 leaf_weight=17.031677007922557 8.938297996799518 5.6418304669532509 65.910251872260687 leaf_count=234 144 169 2576 internal_value=0 0.00517781 -0.00115863 internal_weight=0 22.6735 74.8485 internal_count=3123 403 2720 is_linear=0 shrinkage=0.0204111 Tree=7973 num_leaves=4 num_cat=0 split_feature=43 376 13 split_gain=1.94681 2.38446 2.11841 threshold=-0.19537999999999997 0.088415000000000007 0.25642500000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030147097720024843 -1.7367347875672423e-05 0.00039046569069752201 -6.7859015977113365e-05 leaf_weight=6.9991946783848089 86.526579643495097 2.2468195460096458 3.7715859181298583 leaf_count=113 2820 55 87 internal_value=0 -6.56639e-06 0.000172776 internal_weight=0 88.7734 10.7708 internal_count=3075 2875 200 is_linear=0 shrinkage=0.000400217 Tree=7974 num_leaves=4 num_cat=0 split_feature=43 1 13 split_gain=2.01272 2.91329 2.49774 threshold=-0.19537999999999997 1.0000000180025095e-35 0.25642500000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031932387201889589 -0.00011320420278536208 4.712639253630581e-05 -7.8822733949458919e-05 leaf_weight=7.1134188833530043 25.733514866333735 60.876683077283815 3.8208348890693742 leaf_count=115 1481 1396 88 internal_value=0 -5.95489e-07 0.000180808 internal_weight=0 86.6102 10.9343 internal_count=3080 2877 203 is_linear=0 shrinkage=0.000400217 Tree=7975 num_leaves=3 num_cat=0 split_feature=3 128 split_gain=1.97843 2.14919 threshold=-0.24572499999999997 0.085185000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028379425491838699 2.4107052964359232e-06 -0.0003833287587691752 leaf_weight=3.7809881975408635 90.781130137355376 2.2620459832269253 leaf_count=37 2815 220 internal_value=0 -7.41678e-06 internal_weight=0 93.0432 internal_count=3072 3035 is_linear=0 shrinkage=0.000400217 Tree=7976 num_leaves=4 num_cat=0 split_feature=133 3 483 split_gain=1.86457 4.20846 2.44074 threshold=1.0000000180025095e-35 -0.046079999999999989 0.081825000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017964201237604877 -0.015734223610362818 0.0054073988618942043 -0.014678654713410308 leaf_weight=78.42265476595685 8.9675780138468308 6.8283503705388275 3.8224311287513038 leaf_count=1811 942 182 191 internal_value=0 -0.00662127 0.00101181 internal_weight=0 15.7959 82.2451 internal_count=3126 1124 2002 is_linear=0 shrinkage=0.0204111 Tree=7977 num_leaves=4 num_cat=0 split_feature=0 34 4 split_gain=2.46366 2.30925 2.07236 threshold=-0.0033699999999999993 -1.0000000180025095e-35 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032936781890878991 6.0588642971353694e-05 -9.1992703173371377e-06 0.00037594139499491923 leaf_weight=3.6762507936800821 13.356505478699548 76.164054949904312 4.3645320331706889 leaf_count=94 206 2744 123 internal_value=0 -2.43821e-05 0.00014013 internal_weight=0 79.8403 17.721 internal_count=3167 2838 329 is_linear=0 shrinkage=0.000400217 Tree=7978 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.94833 2.57215 threshold=-0.51586999999999994 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038964555740161991 0.00012029145792200705 -1.7210154659052424e-05 leaf_weight=1.6833277213481768 33.523882583049271 61.812788239451493 leaf_count=206 720 2175 internal_value=0 3.12249e-05 internal_weight=0 95.3367 internal_count=3101 2895 is_linear=0 shrinkage=0.000400217 Tree=7979 num_leaves=4 num_cat=0 split_feature=49 376 12 split_gain=2.68344 2.62725 1.96663 threshold=-0.14931499999999998 1.0000000180025095e-35 0.093670000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.3771033394406703e-05 -6.7551203663288603e-05 0.00018874363720028053 0.00038417091423464435 leaf_weight=2.6554704338559523 77.925554210522023 6.8717815854324718 4.0907430134539027 leaf_count=70 2828 164 31 internal_value=0 -4.65602e-05 0.000213723 internal_weight=0 84.7973 6.74621 internal_count=3093 2992 101 is_linear=0 shrinkage=0.000400217 Tree=7980 num_leaves=4 num_cat=0 split_feature=132 0 13 split_gain=1.99464 3.04841 2.4868 threshold=0.08018500000000002 -0.07087499999999998 -0.10939499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.0366652544039348e-05 -9.5811512854739844e-05 0.00034924692086571999 -9.1058827527468799e-05 leaf_weight=16.775772480476007 4.7281862332238234 4.9530238320003246 68.884005244728087 leaf_count=229 201 104 2549 internal_value=0 0.000133275 -5.74255e-05 internal_weight=0 9.68121 85.6598 internal_count=3083 305 2778 is_linear=0 shrinkage=0.000400217 Tree=7981 num_leaves=3 num_cat=0 split_feature=0 45 split_gain=2.64819 1.91831 threshold=0.27898500000000004 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020025269281121423 0.019647872235070842 -0.0019097516198206201 leaf_weight=1.5822365353815246 2.4292779718525699 86.058818732291911 leaf_count=25 14 3055 internal_value=0 -0.0014887 internal_weight=0 87.6411 internal_count=3094 3080 is_linear=0 shrinkage=0.0204111 Tree=7982 num_leaves=3 num_cat=0 split_feature=38 0 split_gain=2.09015 1.96909 threshold=0.085905000000000023 0.24295000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039715027690358381 -0.018229847899757855 0.016898695705362711 leaf_weight=89.590476434067568 2.5451179556366688 2.7168115340173236 leaf_count=3054 55 14 internal_value=0 0.000131762 internal_weight=0 92.3073 internal_count=3123 3068 is_linear=0 shrinkage=0.0204111 Tree=7983 num_leaves=3 num_cat=0 split_feature=148 49 split_gain=2.07533 2.11716 threshold=0.10530000000000002 -0.18648999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.013518152234905961 -0.024334758289895737 0.00021391579484703526 leaf_weight=5.1572166088808435 1.261145919561385 91.878524405961798 leaf_count=64 19 3011 internal_value=0 0.000935769 internal_weight=0 97.0357 internal_count=3094 3075 is_linear=0 shrinkage=0.0204111 Tree=7984 num_leaves=4 num_cat=0 split_feature=133 12 52 split_gain=2.14664 3.56818 1.98152 threshold=0.09389500000000002 -1.0000000180025095e-35 -0.092854999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011982361792903203 0.00019895938509030683 -0.0004832765252415017 4.4046367394378488e-05 leaf_weight=13.861465798045172 1.8248229876626281 3.3493753764068961 76.619783401121367 leaf_count=538 57 481 1999 internal_value=0 -0.00024355 1.88249e-05 internal_weight=0 5.1742 90.4812 internal_count=3075 538 2537 is_linear=0 shrinkage=0.000400217 Tree=7985 num_leaves=4 num_cat=0 split_feature=43 45 15 split_gain=1.85149 1.59071 0.20244 threshold=0.25537500000000007 -0.080134999999999984 -0.13964499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.02009346992867438 -0.0036595258121971345 -0.00076071252459312261 -0.024091795875165724 leaf_weight=1.4377739261835802 0.28371285326829809 91.200064792521516 1.4340849379482268 leaf_count=12 35 2899 150 internal_value=0 -0.000413182 -0.0211476 internal_weight=0 92.6378 1.7178 internal_count=3096 2911 185 is_linear=0 shrinkage=0.0204111 Tree=7986 num_leaves=3 num_cat=0 split_feature=31 43 split_gain=2.0015 1.8322 threshold=-1.0000000180025095e-35 -0.07440999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020822973233721582 0.0026583399660865862 -0.0032409899998952362 leaf_weight=1.6615598119751656 34.662838029591512 59.308686789873263 leaf_count=84 1169 1854 internal_value=0 -0.00106436 internal_weight=0 93.9715 internal_count=3107 3023 is_linear=0 shrinkage=0.0204111 Tree=7987 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=3.448 3.75609 threshold=0.26171000000000005 0.10384000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.17855705827158e-05 -0.0004530586250543929 0.0001216765617897803 leaf_weight=57.751064389511157 2.5628671332597142 30.441048931559635 leaf_count=2306 91 699 internal_value=0 8.16628e-06 internal_weight=0 88.1921 internal_count=3096 3005 is_linear=0 shrinkage=0.000400217 Tree=7988 num_leaves=4 num_cat=0 split_feature=155 16 12 split_gain=2.18222 1.96738 0.463498 threshold=0.081835000000000005 0.31475000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018789038263414854 0.0028092036972198345 0.0080926203637069101 -0.021497847291293771 leaf_weight=83.469953167838867 0.3452383465773895 9.0343221572347812 2.5404202278514267 leaf_count=2770 16 184 211 internal_value=0 -0.00089644 -0.0185935 internal_weight=0 92.5043 2.88566 internal_count=3181 2954 227 is_linear=0 shrinkage=0.0204111 Tree=7989 num_leaves=4 num_cat=0 split_feature=42 2 33 split_gain=3.10478 3.57994 2.91892 threshold=-1.0000000180025095e-35 0.097005000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040486374969103743 -0.00049666100672988479 7.0615855522678688e-05 1.3908030557937399e-05 leaf_weight=6.6030237640102296 1.7217041156254698 4.0287653629211491 81.799444042690084 leaf_count=615 36 226 2207 internal_value=0 -0.000225829 2.73233e-06 internal_weight=0 10.6318 83.5211 internal_count=3084 841 2243 is_linear=0 shrinkage=0.000400217 Tree=7990 num_leaves=4 num_cat=0 split_feature=3 49 0 split_gain=1.84621 2.48096 2.14407 threshold=-0.097724999999999992 -0.085934999999999984 -0.061689999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.6380461678875466e-05 -0.00021591349841065466 5.4409615352357708e-06 0.00020571125073099399 leaf_weight=11.49968073677883 9.1807836637490237 63.697739558298053 14.132252076873554 leaf_count=263 165 2457 204 internal_value=0 -2.27323e-05 0.000101922 internal_weight=0 72.8785 25.6319 internal_count=3089 2622 467 is_linear=0 shrinkage=0.000400217 Tree=7991 num_leaves=4 num_cat=0 split_feature=133 123 160 split_gain=1.81341 3.29155 2.17949 threshold=0.088435000000000014 0.088610000000000008 0.092845000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8521682535788182e-05 -0.00029595079888916788 0.00038775521888648288 -0.00017794608770763416 leaf_weight=78.156120924146762 6.5580869729060387 1.2567679772619156 8.1227797096744307 leaf_count=2165 641 56 212 internal_value=0 -0.000182075 1.7938e-05 internal_weight=0 7.81485 86.2789 internal_count=3074 697 2377 is_linear=0 shrinkage=0.000400217 Tree=7992 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=3.42731 2.99972 1.59631 threshold=-0.15490999999999996 0.077800000000000022 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015593147936349883 -0.0082657336840310409 -1.7782420949693326e-05 -0.001923496499231857 leaf_weight=6.6764856057707203 26.88630660028457 57.487193838416715 3.1508908531395718 leaf_count=76 1590 1303 129 internal_value=0 -0.00265353 0.0100185 internal_weight=0 84.3735 9.82738 internal_count=3098 2893 205 is_linear=0 shrinkage=0.0204111 Tree=7993 num_leaves=4 num_cat=0 split_feature=16 0 16 split_gain=1.69229 2.96932 2.73484 threshold=-0.0087849999999999977 -0.10977499999999998 -0.012939999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016527312797584709 0.013322164317286807 -6.114760072090942e-05 -0.02672554716498244 leaf_weight=54.154003900984662 8.8917990620757319 29.647125418821815 1.7642559963833253 leaf_count=1878 99 1002 112 internal_value=0 0.00305633 -0.00249562 internal_weight=0 38.5389 55.9183 internal_count=3091 1101 1990 is_linear=0 shrinkage=0.0204111 Tree=7994 num_leaves=3 num_cat=0 split_feature=31 52 split_gain=2.0193 1.91159 threshold=-1.0000000180025095e-35 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040623144955319454 -0.00039274447751380057 -7.4437010597552842e-06 leaf_weight=1.7374058211862564 1.9976544768214797 92.558447402315778 leaf_count=89 288 2734 internal_value=0 -1.60387e-05 internal_weight=0 94.5561 internal_count=3111 3022 is_linear=0 shrinkage=0.000400217 Tree=7995 num_leaves=4 num_cat=0 split_feature=3 47 151 split_gain=2.36634 3.07315 2.42456 threshold=-0.10643499999999999 0.081320000000000017 0.055120000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040613767464802962 0.0012037753521927012 -0.0092691714533428247 0.024089208321231008 leaf_weight=20.062884673996454 57.530838302645407 14.526337286442866 2.7812636697199187 leaf_count=369 2327 375 18 internal_value=0 -0.000918619 0.00660536 internal_weight=0 72.0572 22.8441 internal_count=3089 2702 387 is_linear=0 shrinkage=0.0204111 Tree=7996 num_leaves=4 num_cat=0 split_feature=42 156 483 split_gain=1.79263 3.38099 2.55831 threshold=-1.0000000180025095e-35 0.050840000000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025409811580242024 3.9875083553804223e-05 0.00022484219128688165 -0.00026418425720009617 leaf_weight=9.6163306353632816 77.869394003713751 3.0216836922318171 4.5881320682956348 leaf_count=762 1906 73 330 internal_value=0 -0.000138617 2.26212e-05 internal_weight=0 12.638 82.4575 internal_count=3071 835 2236 is_linear=0 shrinkage=0.000400217 Tree=7997 num_leaves=4 num_cat=0 split_feature=14 13 3 split_gain=1.94859 2.12112 0.299748 threshold=0.077685000000000018 -0.10462499999999998 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0076425557591531185 -0.024808098535637729 8.3214617386377953e-06 -0.0082719058139573351 leaf_weight=18.796839272617945 1.1144526104053514 76.528107726356211 0.9909064800485784 leaf_count=283 74 2721 26 internal_value=0 0.00152089 -0.0178359 internal_weight=0 95.3249 2.10536 internal_count=3104 3004 100 is_linear=0 shrinkage=0.0204111 Tree=7998 num_leaves=4 num_cat=0 split_feature=43 150 43 split_gain=3.14044 4.66529 2.92949 threshold=-0.07440999999999999 0.082085000000000019 -0.078969999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.207109694571367e-05 -0.00014538667875963718 0.00011218774413398192 0.00033855943718711355 leaf_weight=28.888919687493853 43.359931059098926 15.109102427923061 5.4836380915658074 leaf_count=1044 1673 192 150 internal_value=0 -7.87391e-05 7.34975e-05 internal_weight=0 58.469 34.3726 internal_count=3059 1865 1194 is_linear=0 shrinkage=0.000400217 Tree=7999 num_leaves=4 num_cat=0 split_feature=1375 123 16 split_gain=1.80017 1.71029 0.738864 threshold=-1.0000000180025095e-35 0.13456000000000004 -0.092424999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018234728386342769 0.0016665068322503391 -0.021719254003012479 -0.0028640235842387939 leaf_weight=2.652331344113918 86.68468359746339 1.2111170880380075 2.557855093451507 leaf_count=43 2920 22 90 internal_value=0 0.00131705 -0.0109077 internal_weight=0 87.8958 5.21019 internal_count=3075 2942 133 is_linear=0 shrinkage=0.0204111 Tree=8000 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=1.79777 2.06069 threshold=0.083550000000000013 0.17769000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.256179962693279e-06 -0.00032274108928546588 0.00025348358471053627 leaf_weight=88.82441104118152 2.338433774362783 5.7901687837365889 leaf_count=2935 50 135 internal_value=0 2.44842e-05 internal_weight=0 94.6146 internal_count=3120 3070 is_linear=0 shrinkage=0.000400217 Tree=8001 num_leaves=4 num_cat=0 split_feature=457 1348 403 split_gain=1.90302 2.37085 2.05137 threshold=-1.0000000180025095e-35 0.084620000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027924790656568845 -0.00018434853723827045 0.00030258492178786615 4.2549500421222867e-05 leaf_weight=6.4308365895194575 6.8069045754082245 1.2575221174629403 82.406247164622073 leaf_count=249 741 14 2108 internal_value=0 -0.000181105 2.5028e-05 internal_weight=0 7.68836 89.2132 internal_count=3112 263 2849 is_linear=0 shrinkage=0.000400217 Tree=8002 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=2.78179 1.95236 threshold=-0.48702499999999999 -0.063819999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024410488581244932 -0.0015638101744688442 0.0052144997050520914 leaf_weight=1.8342801936669264 65.912922815981347 24.077089754759072 leaf_count=28 2499 551 internal_value=0 0.000253973 internal_weight=0 89.99 internal_count=3078 3050 is_linear=0 shrinkage=0.0204111 Tree=8003 num_leaves=3 num_cat=0 split_feature=1365 3 split_gain=2.18572 2.04812 threshold=1.0000000180025095e-35 -0.52337999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.023893776514757895 -0.019846040140742257 0.00084792134608527964 leaf_weight=1.5237076617777336 1.9794133839168342 91.275289007217907 leaf_count=22 59 3025 internal_value=0 0.00125466 internal_weight=0 92.799 internal_count=3106 3047 is_linear=0 shrinkage=0.0204111 Tree=8004 num_leaves=4 num_cat=0 split_feature=11 48 401 split_gain=2.1 2.04041 1.80799 threshold=0.081130000000000022 0.081520000000000023 0.083100000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.9200500257047183e-05 -3.0038305837792072e-05 -0.00048070464340528005 -0.00029315500949154792 leaf_weight=90.473441751824339 4.3136584080129969 2.4701736342613003 2.5888118026305156 leaf_count=2684 144 43 271 internal_value=0 -0.000199279 2.96138e-05 internal_weight=0 6.78383 93.0623 internal_count=3142 187 2955 is_linear=0 shrinkage=0.000400217 Tree=8005 num_leaves=4 num_cat=0 split_feature=14 156 48 split_gain=1.76436 1.59463 0.548006 threshold=0.077685000000000018 -1.0000000180025095e-35 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039097095954706732 -0.00054953782361487867 2.6962273701229521e-05 -0.00013275503661794441 leaf_weight=1.3735892158670129 0.95751795150499708 94.417098175797946 1.1398527067449311 leaf_count=155 16 2834 83 internal_value=0 2.05199e-05 -0.000341237 internal_weight=0 95.7907 2.09737 internal_count=3088 2989 99 is_linear=0 shrinkage=0.000400217 Tree=8006 num_leaves=4 num_cat=0 split_feature=39 13 42 split_gain=2.28294 3.14621 2.00728 threshold=0.0047850000000000011 -0.10462499999999998 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0062943555864566269 -0.0086291612904436498 -0.0036653585653558473 0.011473701294914394 leaf_weight=16.542448036641872 2.4840052943327455 63.918059652074135 10.483282311626679 leaf_count=271 39 2471 303 internal_value=0 -0.00161177 0.0075819 internal_weight=0 80.4605 12.9673 internal_count=3084 2742 342 is_linear=0 shrinkage=0.0204111 Tree=8007 num_leaves=4 num_cat=0 split_feature=484 2 1444 split_gain=1.97476 2.42183 1.84247 threshold=-0.0048899999999999994 0.11525000000000001 -0.083574999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020007069952900275 0.023784365753930517 0.0079721436365931334 0.0014923584705578822 leaf_weight=3.6652171683390398 1.461087985546327 1.8806581851440567 88.005007682544147 leaf_count=446 12 47 2605 internal_value=0 -0.0105491 0.00188569 internal_weight=0 5.54588 89.4661 internal_count=3110 493 2617 is_linear=0 shrinkage=0.0204111 Tree=8008 num_leaves=4 num_cat=0 split_feature=0 4 15 split_gain=1.7294 4.82966 2.06899 threshold=-0.0058249999999999994 -0.17966999999999997 -0.032239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027848861747443505 0.020492331563802545 0.00025773525003728237 0.0028930671817247854 leaf_weight=2.5229936274590719 3.3715736031153964 76.263199350856212 14.096452666457479 leaf_count=44 99 2734 235 internal_value=0 -0.000680575 0.00639885 internal_weight=0 78.7862 17.468 internal_count=3112 2778 334 is_linear=0 shrinkage=0.0204111 Tree=8009 num_leaves=4 num_cat=0 split_feature=130 147 2 split_gain=1.80289 1.94395 0.798198 threshold=-0.083579999999999988 -1.0000000180025095e-35 0.094985000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025358433257446376 -0.023603499834090606 0.0010336541202063023 -0.00052899613820903135 leaf_weight=1.5138480255263851 1.2420211194548745 91.800003669383841 0.81446459575090546 leaf_count=73 29 2950 37 internal_value=0 0.000676797 -0.0170957 internal_weight=0 93.042 2.32831 internal_count=3089 2979 110 is_linear=0 shrinkage=0.0204111 Tree=8010 num_leaves=3 num_cat=0 split_feature=147 1212 split_gain=1.71376 1.75432 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020317504063860233 -0.019765598222731526 0.0026088371457911601 leaf_weight=1.3081110179482482 1.3715441686063048 96.623099110971907 leaf_count=32 223 2830 internal_value=0 0.00227348 internal_weight=0 97.9946 internal_count=3085 3053 is_linear=0 shrinkage=0.0204111 Tree=8011 num_leaves=4 num_cat=0 split_feature=2 0 159 split_gain=2.63739 5.46973 2.07554 threshold=0.097925000000000012 -0.063819999999999988 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016957724406004726 -0.00031203651481436352 0.00010616948573073608 7.5808046647687384e-05 leaf_weight=38.111158434692697 2.2490056561873635 16.405053290698561 34.957076386128392 leaf_count=1920 114 254 824 internal_value=0 -8.65518e-05 5.1498e-05 internal_weight=0 54.5162 37.2061 internal_count=3112 2174 938 is_linear=0 shrinkage=0.000400217 Tree=8012 num_leaves=4 num_cat=0 split_feature=2 14 49 split_gain=1.95616 2.09483 0.0301587 threshold=0.153865 0.077685000000000018 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5479648279114789e-05 0.00040833594603257542 -0.00043073366576902816 0.00024612171757362289 leaf_weight=88.286431186821574 1.0900162238103805 1.8781049571261963 1.2722705334963382 leaf_count=2887 37 97 76 internal_value=0 -2.46528e-05 0.000336063 internal_weight=0 90.1645 2.36229 internal_count=3097 2984 113 is_linear=0 shrinkage=0.000400217 Tree=8013 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=2.5301 2.24855 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050859800424574218 -0.00014405299880731714 3.5879466671374023e-05 leaf_weight=1.4111122707363382 12.768069458650642 81.524688873269042 leaf_count=16 876 2246 internal_value=0 1.13731e-05 internal_weight=0 94.2928 internal_count=3138 3122 is_linear=0 shrinkage=0.000400217 Tree=8014 num_leaves=4 num_cat=0 split_feature=124 3 124 split_gain=2.00364 2.20572 1.01745 threshold=-0.061329999999999989 0.30991000000000007 -0.12125499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0046488718791708079 -0.00024921830779901772 0.019950944285743205 0.013531335220445681 leaf_weight=1.4909060590434817 84.486667154009865 2.2016670503726337 7.333663437924768 leaf_count=35 2747 105 213 internal_value=0 0.000288889 0.01044 internal_weight=0 86.6883 8.82457 internal_count=3100 2852 248 is_linear=0 shrinkage=0.0204111 Tree=8015 num_leaves=4 num_cat=0 split_feature=1 16 2 split_gain=2.53787 5.11747 3.71405 threshold=0.085880000000000026 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023885976702448428 -8.9288446675970913e-05 6.0920533900266187e-05 0.00012174100771701442 leaf_weight=19.007568786034881 21.77264472646857 17.371307711919144 34.201375633909265 leaf_count=1301 720 441 623 internal_value=0 -9.59637e-05 3.96409e-05 internal_weight=0 36.3789 55.974 internal_count=3085 1742 1343 is_linear=0 shrinkage=0.000400217 Tree=8016 num_leaves=4 num_cat=0 split_feature=131 2 34 split_gain=2.36895 2.87042 2.20261 threshold=0.08956500000000002 0.12299 -0.016844999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012719296652987436 -0.019129904203332992 0.012257682327551452 0.00218600648394889 leaf_weight=4.2296475647017351 4.749113883553945 1.531721878222015 85.237302602000454 leaf_count=109 367 45 2545 internal_value=0 -0.0113947 0.00146632 internal_weight=0 6.28084 89.467 internal_count=3066 412 2654 is_linear=0 shrinkage=0.0204111 Tree=8017 num_leaves=4 num_cat=0 split_feature=1 160 48 split_gain=3.01882 3.76938 2.16453 threshold=0.095220000000000013 -0.091964999999999977 -0.086624999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045199759227237095 -0.00025532399869108828 -1.3625796094819196e-05 0.00012455108909595878 leaf_weight=3.239439239631337 2.4535572397544447 50.36931283454669 39.805618700156629 leaf_count=352 41 1802 878 internal_value=0 -4.10023e-05 0.000101879 internal_weight=0 53.6088 42.2592 internal_count=3073 2154 919 is_linear=0 shrinkage=0.000400217 Tree=8018 num_leaves=3 num_cat=0 split_feature=51 1373 split_gain=1.80847 1.51548 threshold=-0.40548499999999993 0.09586500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02045339122712566 0.0011183802382584204 -0.019206539650620837 leaf_weight=1.5884793281875307 92.830951756127433 1.4421104161738174 leaf_count=112 2933 33 internal_value=0 0.000785051 internal_weight=0 94.2731 internal_count=3078 2966 is_linear=0 shrinkage=0.0204111 Tree=8019 num_leaves=4 num_cat=0 split_feature=1 42 0 split_gain=3.13755 6.16448 2.18991 threshold=1.0000000180025095e-35 0.084705000000000016 -0.087794999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048052526570900415 0.0051476563737736713 -0.022747762119519743 -0.0027636963669714857 leaf_weight=22.478955856548968 42.521408042248368 6.6204275004665751 22.062421082158835 leaf_count=879 611 700 892 internal_value=0 -0.00561434 0.00244496 internal_weight=0 29.0994 64.5838 internal_count=3082 1579 1503 is_linear=0 shrinkage=0.0204111 Tree=8020 num_leaves=3 num_cat=0 split_feature=52 1373 split_gain=2.05894 1.95971 threshold=-0.42985499999999993 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020056752072192523 0.00058289475927100699 -0.02441010030735153 leaf_weight=2.0235920516661272 89.579933848239307 1.214408663814537 leaf_count=285 2785 23 internal_value=0 0.00021895 internal_weight=0 90.7943 internal_count=3093 2808 is_linear=0 shrinkage=0.0204111 Tree=8021 num_leaves=4 num_cat=0 split_feature=133 13 52 split_gain=1.97358 1.7321 0.00888018 threshold=-0.26577499999999993 -0.09194999999999999 -0.15542499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019286646873292078 0.00010964151532250661 -1.6203281115028076e-05 -0.00044535065219888378 leaf_weight=0.28065409357441229 22.878472335549304 73.513573627667938 1.3420695850968503 leaf_count=26 412 2505 171 internal_value=0 1.37583e-05 -0.00041695 internal_weight=0 96.392 1.62272 internal_count=3114 2917 197 is_linear=0 shrinkage=0.000400217 Tree=8022 num_leaves=3 num_cat=0 split_feature=10 160 split_gain=1.87283 1.66037 threshold=0.08302000000000001 -0.40187499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019300139031923645 0.018299338182516313 -4.6433719883188116e-05 leaf_weight=1.7929245235577571 2.1642182123905505 91.384260282176001 leaf_count=254 81 2754 internal_value=0 -0.000439635 internal_weight=0 93.1772 internal_count=3089 3008 is_linear=0 shrinkage=0.0204111 Tree=8023 num_leaves=4 num_cat=0 split_feature=47 16 0 split_gain=1.89399 3.90122 2.32686 threshold=0.10783500000000001 -0.27637999999999996 -0.23066499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017788417400824741 -0.00022328921173253826 0.00029139618086248414 -4.4961121609197937e-05 leaf_weight=8.2493061326968 3.1661176625639191 8.421545354089174 73.285311350501161 leaf_count=81 43 148 2811 internal_value=0 0.000149977 -2.22016e-05 internal_weight=0 11.5877 81.5346 internal_count=3083 191 2892 is_linear=0 shrinkage=0.000400217 Tree=8024 num_leaves=3 num_cat=0 split_feature=39 4 split_gain=1.97542 2.15929 threshold=0.16168500000000002 -0.083954999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011035954910730247 0.00044956559410854152 -3.1860897436174578e-05 leaf_weight=22.551075412041428 1.5029484127880994 69.540408800771274 leaf_count=620 24 2430 internal_value=0 3.05733e-06 internal_weight=0 92.0915 internal_count=3074 3050 is_linear=0 shrinkage=0.000400217 Tree=8025 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=3.67259 4.26955 1.98649 threshold=0.09450500000000002 -0.083954999999999988 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7111464208323794e-05 -0.00019458832844731187 -0.00019315193491429577 8.8694996360401887e-05 leaf_weight=17.292028744565869 4.2976243320445056 29.320919355895512 39.715908367972588 leaf_count=482 130 1650 847 internal_value=0 -0.000100397 6.06107e-05 internal_weight=0 46.6129 44.0135 internal_count=3109 2132 977 is_linear=0 shrinkage=0.000400217 Tree=8026 num_leaves=3 num_cat=0 split_feature=2 48 split_gain=1.95565 2.40452 threshold=-0.16649999999999998 -0.11266 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035568431692953252 -0.00045260976277550278 9.3187895122898594e-06 leaf_weight=2.4344244279709519 1.7295015538729774 90.96600343184673 leaf_count=58 35 2971 internal_value=0 1.64528e-07 internal_weight=0 92.6955 internal_count=3064 3006 is_linear=0 shrinkage=0.000400217 Tree=8027 num_leaves=4 num_cat=0 split_feature=42 43 39 split_gain=2.40483 2.97712 2.51081 threshold=-1.0000000180025095e-35 -0.26007999999999992 0.16168500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002309957999521681 0.00034315722077546071 8.8871742675004912e-07 0.00035976358034062558 leaf_weight=11.035690616068676 4.1745711198891504 80.80384722177223 1.1848062425851811 leaf_count=818 36 2221 3 internal_value=0 1.81321e-05 -0.000170974 internal_weight=0 84.9784 12.2205 internal_count=3078 2257 821 is_linear=0 shrinkage=0.000400217 Tree=8028 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=2.52287 1.87664 1.14506 threshold=0.11596500000000001 0.11351500000000002 0.12784000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7886345841001307e-06 -0.00063350310289422536 0.00047788865612076546 -0.00015305210025625462 leaf_weight=90.178076792168213 1.2661111918951058 1.1805891644908104 2.1151000509098594 leaf_count=2878 54 34 88 internal_value=0 -9.3514e-07 -0.000347499 internal_weight=0 91.3587 3.38121 internal_count=3054 2912 142 is_linear=0 shrinkage=0.000400217 Tree=8029 num_leaves=4 num_cat=0 split_feature=1 43 43 split_gain=2.31468 2.48069 2.33071 threshold=0.10100500000000003 -0.27523999999999998 -0.19537999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010468332765432548 -0.021839542392976707 0.0063750539327053395 -0.0026888724637103246 leaf_weight=6.1425495509047314 1.2432637863093976 33.143599300026835 54.351628269984758 leaf_count=135 16 766 2163 internal_value=0 0.00528738 -0.00133602 internal_weight=0 34.3869 60.4942 internal_count=3080 782 2298 is_linear=0 shrinkage=0.0204111 Tree=8030 num_leaves=4 num_cat=0 split_feature=12 474 160 split_gain=1.86252 3.05336 2.95572 threshold=0.040165000000000006 0.084835000000000008 -0.090834999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0584900820584499e-05 -0.00042467007506381095 0.00030288307571472712 -3.4571657305689639e-05 leaf_weight=45.573058749147094 3.2511204476413686 6.4360827166237859 41.936786261328052 leaf_count=729 383 114 1926 internal_value=0 4.73295e-05 -6.36182e-05 internal_weight=0 52.0091 45.1879 internal_count=3152 843 2309 is_linear=0 shrinkage=0.000400217 Tree=8031 num_leaves=4 num_cat=0 split_feature=2 128 52 split_gain=1.69797 2.09115 0.128288 threshold=0.153865 0.085185000000000025 -0.22974999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3149606117636315e-06 0.00015538552002380501 -0.00039692457851912887 0.00037538779949475038 leaf_weight=90.991550756661127 0.87404383136890862 2.1026604198605119 1.6977239662555792 leaf_count=2776 12 224 96 internal_value=0 -1.26713e-05 0.00031022 internal_weight=0 93.0942 2.57177 internal_count=3108 3000 108 is_linear=0 shrinkage=0.000400217 Tree=8032 num_leaves=3 num_cat=0 split_feature=1373 133 split_gain=2.11272 1.76733 threshold=0.09586500000000002 0.10681500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019872336244612251 -0.024185067124131862 -0.013731608533582081 leaf_weight=92.577224133761774 1.2430691603803996 2.9680273560406922 leaf_count=2617 27 430 internal_value=0 0.00148344 internal_weight=0 95.5453 internal_count=3074 3047 is_linear=0 shrinkage=0.0204111 Tree=8033 num_leaves=4 num_cat=0 split_feature=43 16 43 split_gain=2.30783 4.18334 3.83538 threshold=-0.07440999999999999 0.15627500000000003 -0.078969999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.1003871294817968e-05 -1.6851293614358523e-05 -0.0003401745310110472 0.00035235725953568345 leaf_weight=29.832026483247773 51.827854871447016 7.2046556344885166 6.2940674452984231 leaf_count=1102 1619 270 161 internal_value=0 -5.68807e-05 7.13811e-05 internal_weight=0 59.0325 36.1261 internal_count=3152 1889 1263 is_linear=0 shrinkage=0.000400217 Tree=8034 num_leaves=3 num_cat=0 split_feature=38 16 split_gain=2.82763 1.82673 threshold=1.0000000180025095e-35 0.0015250000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012541019221137257 -0.016529889036116522 0.0050948284282722103 leaf_weight=61.609984981235812 4.047354054699098 27.091416708935867 leaf_count=2222 71 818 internal_value=0 0.000688984 internal_weight=0 88.7014 internal_count=3111 3040 is_linear=0 shrinkage=0.0204111 Tree=8035 num_leaves=4 num_cat=0 split_feature=13 13 1443 split_gain=1.78973 4.50561 2.28201 threshold=-0.083499999999999977 -0.084169999999999981 0.088930000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024545994263394937 -0.0015844475476702135 0.029170818974217284 0.023443471865294298 leaf_weight=29.415650200761775 64.942260865747357 2.7794848576795621 1.4422247315196717 leaf_count=923 2112 59 31 internal_value=0 0.00485418 -0.00100215 internal_weight=0 32.1951 66.3845 internal_count=3125 982 2143 is_linear=0 shrinkage=0.0204111 Tree=8036 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=3.01902 6.02475 2.64615 threshold=0.085880000000000026 0.0020050000000000003 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011675019839883189 -0.018296454411183063 0.0044846497593123147 0.0041248194355510042 leaf_weight=20.294783514311803 2.1710073808208099 18.083642222101844 57.05906993203098 leaf_count=1331 123 441 1252 internal_value=0 -0.0040698 0.00327002 internal_weight=0 38.3784 59.2301 internal_count=3147 1772 1375 is_linear=0 shrinkage=0.0204111 Tree=8037 num_leaves=3 num_cat=0 split_feature=1374 156 split_gain=1.61686 1.65349 threshold=-0.094679999999999986 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00025914173353998435 -0.00038922392791369652 4.0662078520466616e-05 leaf_weight=3.0019977102638213 1.3444675195901243 92.303453629359865 leaf_count=52 154 2899 internal_value=0 3.40329e-05 internal_weight=0 93.6479 internal_count=3105 3053 is_linear=0 shrinkage=0.000400217 Tree=8038 num_leaves=4 num_cat=0 split_feature=15 43 15 split_gain=2.34795 4.36238 2.72438 threshold=-0.095604999999999982 -0.036289999999999996 -0.095244999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00689792275143638 0.023527370241575911 -0.011481125220899563 0.00097054810175162623 leaf_weight=7.8243527977829244 2.1952390897204159 16.694611954204447 67.769353044315721 leaf_count=273 16 370 2415 internal_value=0 -0.00561141 0.00171476 internal_weight=0 24.519 69.9646 internal_count=3074 643 2431 is_linear=0 shrinkage=0.0204111 Tree=8039 num_leaves=4 num_cat=0 split_feature=13 43 39 split_gain=3.14239 2.69093 2.24907 threshold=0.17936000000000002 -0.19537999999999997 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017081996149767135 -0.023178262030260563 0.0011851596501124535 0.0017180744633359766 leaf_weight=4.571409781172405 3.5696221851230794 84.606632969267594 2.540182295255363 leaf_count=60 127 2875 46 internal_value=0 0.00202046 -0.0129828 internal_weight=0 89.178 6.1098 internal_count=3108 2935 173 is_linear=0 shrinkage=0.0204111 Tree=8040 num_leaves=4 num_cat=0 split_feature=148 48 148 split_gain=1.74517 2.02039 0.760908 threshold=-0.084284999999999985 -0.024949999999999996 -0.10665499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0047970582608065793 0.010866389871736408 0.00015443128009608157 -0.025438306405054574 leaf_weight=1.6840194175601939 7.9041032253080621 86.444560503408866 1.3211138620754344 leaf_count=38 141 2804 48 internal_value=0 0.00106365 -0.0144591 internal_weight=0 94.3487 3.00513 internal_count=3031 2945 86 is_linear=0 shrinkage=0.0204111 Tree=8041 num_leaves=4 num_cat=0 split_feature=1 42 4 split_gain=2.68572 3.5439 3.18889 threshold=0.076845000000000011 0.091840000000000019 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002514421224868607 -0.0194557700883967 -0.024912652231247997 0.0033305237224331304 leaf_weight=25.706804924879638 2.558883054443867 3.2169707187022132 61.543269350138871 leaf_count=1286 145 298 1343 internal_value=0 -0.00509207 0.00238858 internal_weight=0 28.9238 64.1022 internal_count=3072 1584 1488 is_linear=0 shrinkage=0.0204111 Tree=8042 num_leaves=3 num_cat=0 split_feature=1132 16 split_gain=1.92719 1.70547 threshold=-1.0000000180025095e-35 -0.27157999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043732070320657218 0.00011585776835524038 -1.019380925283028e-05 leaf_weight=1.3931813932722423 22.278890440597024 73.99008505352549 leaf_count=26 414 2682 internal_value=0 1.90782e-05 internal_weight=0 96.269 internal_count=3122 3096 is_linear=0 shrinkage=0.000400217 Tree=8043 num_leaves=3 num_cat=0 split_feature=47 47 split_gain=2.1306 2.26911 threshold=0.13206500000000002 0.10783500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00075362530941297707 -0.015873410904349607 0.010999628354918018 leaf_weight=83.002956394514968 3.4528448242963341 7.345475212641758 leaf_count=2859 66 136 internal_value=0 0.000214365 internal_weight=0 90.3484 internal_count=3061 2995 is_linear=0 shrinkage=0.0204111 Tree=8044 num_leaves=4 num_cat=0 split_feature=376 1456 1 split_gain=2.17836 2.30138 0.79178 threshold=0.048375000000000008 1.0000000180025095e-35 0.086100000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5582887383836099e-06 4.6194611547728275e-05 -0.00043652070497775074 0.00034291529154835816 leaf_weight=86.036526783474073 2.2860654548276207 1.825389019089015 3.9714223052287707 leaf_count=2694 23 261 133 internal_value=0 -5.14933e-06 0.000237231 internal_weight=0 87.8619 6.25749 internal_count=3111 2955 156 is_linear=0 shrinkage=0.000400217 Tree=8045 num_leaves=4 num_cat=0 split_feature=480 1211 15 split_gain=1.65509 1.46928 0.784545 threshold=0.086640000000000009 0.082530000000000006 -0.46645999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4795498823064541e-05 0.00010278525960386409 -0.00036821989659737776 -0.00041921624227221605 leaf_weight=91.778871103670099 0.55233236867934499 1.3607742566819059 1.8558432971731225 leaf_count=2725 11 156 188 internal_value=0 2.84724e-05 -0.000300244 internal_weight=0 93.1396 2.40818 internal_count=3080 2881 199 is_linear=0 shrinkage=0.000400217 Tree=8046 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=1.79099 1.70259 threshold=-1.0000000180025095e-35 0.098580000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039532603538292981 4.8117703156453318e-06 -0.00043958412984856883 leaf_weight=1.7430445104546368 93.285824730100103 1.2896564859947819 leaf_count=26 3012 32 internal_value=0 -1.76077e-06 internal_weight=0 94.5755 internal_count=3070 3044 is_linear=0 shrinkage=0.000400217 Tree=8047 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=1.68524 2.29984 threshold=-0.50992999999999988 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012994688543737932 0.0028198016975897258 -0.0038572584176302474 leaf_weight=3.4182096165895919 34.101702698342706 57.716853011300827 leaf_count=44 934 2134 internal_value=0 -0.00137696 internal_weight=0 91.8186 internal_count=3112 3068 is_linear=0 shrinkage=0.0204111 Tree=8048 num_leaves=4 num_cat=0 split_feature=16 43 0 split_gain=2.42186 4.17614 3.48301 threshold=0.26746000000000009 0.15300500000000003 0.15398500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.5539957950172963e-07 -0.00036734626400116587 0.00028568908159127204 -0.0004137690500779023 leaf_weight=81.7746265034516 7.3353046971369604 1.8974092481366822 3.2845287249074309 leaf_count=2624 321 31 50 internal_value=0 -0.000231326 -1.66499e-05 internal_weight=0 9.23271 85.0592 internal_count=3026 352 2674 is_linear=0 shrinkage=0.000400217 Tree=8049 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.89117 1.86527 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003901555643965474 0.00060121935889408725 6.6633632964655982e-06 leaf_weight=1.7985341013300047 0.74094682233407994 93.620492799129806 leaf_count=268 3 2807 internal_value=0 1.2039e-05 internal_weight=0 94.3614 internal_count=3078 2810 is_linear=0 shrinkage=0.000400217 Tree=8050 num_leaves=3 num_cat=0 split_feature=34 1429 split_gain=2.71144 1.89555 threshold=-0.086809999999999984 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023884956062349263 -0.022080072411002131 0.0011805673946426009 leaf_weight=1.777151589601998 1.3711887417252899 92.204551076930329 leaf_count=52 142 2905 internal_value=0 0.000813742 internal_weight=0 93.5757 internal_count=3099 3047 is_linear=0 shrinkage=0.0204111 Tree=8051 num_leaves=4 num_cat=0 split_feature=128 160 1 split_gain=2.15677 2.14865 0.103086 threshold=0.085185000000000025 0.11196500000000002 0.11163000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038068884908640249 -0.02228935483210322 -0.0153129622770449 -0.0092600056911621154 leaf_weight=86.912398004054467 1.7680862162333135 3.681029980944003 0.56509531635674637 leaf_count=2680 191 156 27 internal_value=0 -0.000275097 -0.0197022 internal_weight=0 90.5934 2.33318 internal_count=3054 2836 218 is_linear=0 shrinkage=0.0204111 Tree=8052 num_leaves=3 num_cat=0 split_feature=4 483 split_gain=1.7624 1.63891 threshold=0.51195500000000005 0.080590000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00033101484706114163 0.020578373163953192 -0.013409226570465038 leaf_weight=88.400112169356817 1.5041754853082228 4.0692015503964276 leaf_count=2689 134 284 internal_value=0 -0.000922055 internal_weight=0 92.4693 internal_count=3107 2973 is_linear=0 shrinkage=0.0204111 Tree=8053 num_leaves=4 num_cat=0 split_feature=4 14 40 split_gain=2.82257 1.94637 1.27945 threshold=-0.49977499999999991 0.077685000000000018 -0.082239999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0031905577876654681 0.0017900469543368656 -0.017777772211709404 -0.023050424535216125 leaf_weight=1.0145528297871353 87.537621634872266 2.0587395613729305 2.8472005304647601 leaf_count=18 2842 100 127 internal_value=0 0.00131879 -0.0162608 internal_weight=0 89.5964 3.86175 internal_count=3087 2942 145 is_linear=0 shrinkage=0.0204111 Tree=8054 num_leaves=4 num_cat=0 split_feature=376 132 1 split_gain=2.26865 2.25892 1.45451 threshold=0.048375000000000008 0.08018500000000002 0.086100000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022128199356264873 -0.00039550285292360695 0.0085383642269707318 0.019387305520064547 leaf_weight=75.623967841955618 2.5692006258759639 9.0118681466192339 3.7681978201289894 leaf_count=2597 22 308 142 internal_value=0 -0.00105829 0.0114997 internal_weight=0 84.6358 6.3374 internal_count=3069 2905 164 is_linear=0 shrinkage=0.0204111 Tree=8055 num_leaves=4 num_cat=0 split_feature=133 12 159 split_gain=2.81929 3.64896 2.05447 threshold=0.088435000000000014 -0.083219999999999988 0.091330000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.8931844185014362e-05 0.00030422854053682236 -0.00035728744281682755 -0.00016407150411826732 leaf_weight=78.238036092582661 1.6207464451872509 5.9404391968555492 7.1198694053164209 leaf_count=2047 62 630 300 internal_value=0 -0.000213121 4.01401e-05 internal_weight=0 7.56119 85.3579 internal_count=3039 692 2347 is_linear=0 shrinkage=0.000400217 Tree=8056 num_leaves=4 num_cat=0 split_feature=1447 16 159 split_gain=2.24307 2.33896 0.539223 threshold=-0.086059999999999984 -0.11169499999999999 -0.032069999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0066755980268736479 0.0034076311204864181 -0.0036208327398485761 0.026437438987118925 leaf_weight=1.1228916612062678 29.403892803335111 59.393456968055034 1.3289278163229017 leaf_count=76 590 2404 29 internal_value=0 -0.0012921 0.0180737 internal_weight=0 88.7973 2.45182 internal_count=3099 2994 105 is_linear=0 shrinkage=0.0204111 Tree=8057 num_leaves=4 num_cat=0 split_feature=483 1 13 split_gain=2.51669 2.03313 0.177577 threshold=-1.0000000180025095e-35 0.088975000000000012 -0.13226499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010276639863816012 -7.3913276250164774e-05 4.7046675914099e-05 -0.0004494137150854447 leaf_weight=0.35209679207764599 40.218674880110484 49.557778131023952 2.1326097283526897 leaf_count=15 1740 1146 209 internal_value=0 -7.16637e-06 -0.000406841 internal_weight=0 89.7765 2.48471 internal_count=3110 2886 224 is_linear=0 shrinkage=0.000400217 Tree=8058 num_leaves=4 num_cat=0 split_feature=133 133 3 split_gain=1.77357 4.55827 4.13398 threshold=0.084735000000000019 0.083990000000000023 -0.047019999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00070334224212573464 -0.018431530634301738 0.031428110135522186 0.0051710717601653553 leaf_weight=78.176592672950392 6.1635347191977417 1.9530306364176784 6.0177551465840207 leaf_count=2060 776 22 173 internal_value=0 0.00149502 -0.00683056 internal_weight=0 80.1296 12.1813 internal_count=3031 2082 949 is_linear=0 shrinkage=0.0204111 Tree=8059 num_leaves=3 num_cat=0 split_feature=47 43 split_gain=2.69213 2.07268 threshold=0.13206500000000002 -0.07440999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.0525477594881808e-05 -0.00035685603160882917 -5.4708818394140412e-05 leaf_weight=33.527773229867307 3.5822818932938381 56.986529008118396 leaf_count=1218 64 1797 internal_value=0 -8.29045e-06 internal_weight=0 90.5143 internal_count=3079 3015 is_linear=0 shrinkage=0.000400217 Tree=8060 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=1.46633 4.90291 1.63121 threshold=1.0000000180025095e-35 -0.08972999999999999 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033431336132591259 -5.1674931967243985e-05 2.4004511345727099e-05 8.0226436277670946e-05 leaf_weight=8.2211479481848091 23.06564252791577 22.946166032059864 42.604018200208884 leaf_count=376 741 1186 772 internal_value=0 -7.13691e-05 3.38886e-05 internal_weight=0 31.1673 65.6697 internal_count=3075 1562 1513 is_linear=0 shrinkage=0.000400217 Tree=8061 num_leaves=3 num_cat=0 split_feature=51 48 split_gain=1.78078 1.66544 threshold=0.16362000000000002 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.5011058096193025e-05 -0.00039972780437418635 -0.00022960190800291969 leaf_weight=89.034865388831349 1.5065740775435177 3.8688682429128667 leaf_count=2931 67 83 internal_value=0 2.37284e-05 internal_weight=0 92.9037 internal_count=3081 3014 is_linear=0 shrinkage=0.000400217 Tree=8062 num_leaves=4 num_cat=0 split_feature=376 52 2 split_gain=2.40018 2.25334 0.818014 threshold=0.048375000000000008 -0.048794999999999991 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3122218733461732e-05 7.5364479989951559e-05 -6.7026134215574478e-05 0.00037012253351648248 leaf_weight=34.213763168187143 2.8141327756457022 56.087883087475802 3.3236926843528636 leaf_count=895 79 2055 75 internal_value=0 -1.7698e-05 0.00023875 internal_weight=0 90.3016 6.13783 internal_count=3104 2950 154 is_linear=0 shrinkage=0.000400217 Tree=8063 num_leaves=3 num_cat=0 split_feature=13 52 split_gain=2.27831 2.0906 threshold=0.27266500000000005 -0.048794999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.2012075351977209e-05 -0.00040197211391005322 -5.3382191058618414e-05 leaf_weight=33.603148213080203 2.2914613773864394 57.707885432983403 leaf_count=936 52 2110 internal_value=0 -7.20448e-06 internal_weight=0 91.311 internal_count=3098 3046 is_linear=0 shrinkage=0.000400217 Tree=8064 num_leaves=3 num_cat=0 split_feature=160 52 split_gain=2.09359 1.84892 threshold=-0.40187499999999993 -0.51586999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041609484881788804 -0.00038739645918540278 3.3300759364814332e-05 leaf_weight=1.634502374670318 1.5913745360339806 96.110180196201327 leaf_count=235 216 2674 internal_value=0 2.60128e-05 internal_weight=0 97.7016 internal_count=3125 2890 is_linear=0 shrinkage=0.000400217 Tree=8065 num_leaves=3 num_cat=0 split_feature=376 1 split_gain=1.78118 2.00262 threshold=0.087355000000000016 0.14023000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.1796658397020791e-05 0.0002645368666228122 0.00031221557303184357 leaf_weight=83.813981441513533 3.8349028207303482 2.865333899484539 leaf_count=2914 75 114 internal_value=0 -1.03668e-05 internal_weight=0 86.6793 internal_count=3103 3028 is_linear=0 shrinkage=0.000400217 Tree=8066 num_leaves=3 num_cat=0 split_feature=33 45 split_gain=2.33453 1.79046 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046768874442237309 0.00039593071362845848 -7.1164522555816098e-06 leaf_weight=1.6238097838358942 1.6891390711534757 88.959343081771749 leaf_count=39 24 2973 internal_value=0 8.73087e-07 internal_weight=0 90.6485 internal_count=3036 2997 is_linear=0 shrinkage=0.000400217 Tree=8067 num_leaves=4 num_cat=0 split_feature=1 47 1 split_gain=1.78315 2.41656 1.6302 threshold=0.12700000000000003 0.086425000000000016 0.13193500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00090983121998125082 0.022616624943421485 -0.0083116345747242786 0.0036099869850588456 leaf_weight=70.965855853700759 2.4304378087108471 14.094438501171679 7.4408334951658617 leaf_count=2480 38 332 239 internal_value=0 -0.000627078 0.00849085 internal_weight=0 85.0603 9.87127 internal_count=3089 2812 277 is_linear=0 shrinkage=0.0204111 Tree=8068 num_leaves=4 num_cat=0 split_feature=14 33 3 split_gain=2.1072 2.07512 0.501167 threshold=0.077685000000000018 -1.0000000180025095e-35 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019604127598056038 -0.029523402443443265 0.0015055952407435136 -0.0079740301221397376 leaf_weight=1.870507982908747 0.97742711061619048 91.14117426808798 0.95845914137680555 leaf_count=42 72 2912 23 internal_value=0 0.00105801 -0.0198736 internal_weight=0 93.0117 1.93589 internal_count=3049 2954 95 is_linear=0 shrinkage=0.0204111 Tree=8069 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.97471 1.97913 threshold=-0.5318799999999998 -0.52153499999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029239145157522705 0.00051311747348713123 2.5674583748836824e-05 leaf_weight=2.9799680830910793 1.2418823827174481 94.215575879620701 leaf_count=43 10 3032 internal_value=0 3.26098e-05 internal_weight=0 95.4575 internal_count=3085 3042 is_linear=0 shrinkage=0.000400217 Tree=8070 num_leaves=4 num_cat=0 split_feature=131 43 13 split_gain=2.00368 2.63139 1.54446 threshold=0.092255000000000018 -0.15246999999999997 -0.09194999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011123614491312282 0.00037626757364007122 -0.00038611055490402372 -9.7559598406047572e-06 leaf_weight=22.187995595584653 0.79587645543506358 3.797476733732764 69.707548043178122 leaf_count=415 16 310 2325 internal_value=0 -0.000248205 1.95572e-05 internal_weight=0 4.59335 91.8955 internal_count=3066 326 2740 is_linear=0 shrinkage=0.000400217 Tree=8071 num_leaves=4 num_cat=0 split_feature=401 1447 2 split_gain=2.08273 2.02203 0.645186 threshold=0.079655000000000017 -1.0000000180025095e-35 0.10787000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016880543223601784 -0.021510883269068883 0.00096200626872998754 0.0023906040639811127 leaf_weight=2.6146096079546615 2.3001306792630198 89.616244141077914 0.55848081547446771 leaf_count=283 245 2531 53 internal_value=0 0.000436341 -0.0169272 internal_weight=0 92.2309 2.85861 internal_count=3112 2814 298 is_linear=0 shrinkage=0.0204111 Tree=8072 num_leaves=4 num_cat=0 split_feature=128 43 2 split_gain=1.93483 1.86371 0.409318 threshold=0.085185000000000025 -0.50992999999999988 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015769859336649233 -0.022022583463821837 4.6989367790338685e-05 0.0016835817746916882 leaf_weight=3.1440635387552893 1.8339220071156881 88.810742290800135 0.34148062386520894 leaf_count=37 209 2827 29 internal_value=0 0.000603101 -0.0184011 internal_weight=0 91.9548 2.1754 internal_count=3102 2864 238 is_linear=0 shrinkage=0.0204111 Tree=8073 num_leaves=3 num_cat=0 split_feature=49 42 split_gain=1.95539 2.54254 threshold=-0.21083999999999997 -0.094924999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00023854034583635947 -0.00031045262440647115 5.2843157930515042e-06 leaf_weight=5.2793050849359124 4.1735191693296647 87.325748067495624 leaf_count=70 245 2752 internal_value=0 -9.4791e-06 internal_weight=0 91.4993 internal_count=3067 2997 is_linear=0 shrinkage=0.000400217 Tree=8074 num_leaves=3 num_cat=0 split_feature=1373 38 split_gain=1.82314 1.66333 threshold=0.09586500000000002 0.11976000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.7747600346612668e-05 -0.00044539607462222325 -0.00038284459444318361 leaf_weight=91.446515874753459 1.3146003882357025 1.5789903476252209 leaf_count=3030 31 19 internal_value=0 1.0496e-05 internal_weight=0 93.0255 internal_count=3080 3049 is_linear=0 shrinkage=0.000400217 Tree=8075 num_leaves=4 num_cat=0 split_feature=484 155 150 split_gain=2.37714 2.45209 1.0567 threshold=-0.083139999999999992 0.083500000000000005 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022760942022498488 0.0024618543872513203 -0.018010051833938868 0.011110240794304733 leaf_weight=2.2175533001673098 90.009751114555456 2.3943706580594144 0.38898947509005655 leaf_count=266 2618 199 13 internal_value=0 0.00191023 -0.0174567 internal_weight=0 92.4041 2.60654 internal_count=3096 2817 279 is_linear=0 shrinkage=0.0204111 Tree=8076 num_leaves=4 num_cat=0 split_feature=2 128 16 split_gain=1.85313 2.17322 0.182412 threshold=0.14832500000000001 1.0000000180025095e-35 0.10274500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1188000631168552e-06 0.00033541352699952129 -0.00038106024758417556 0.00012128140666664911 leaf_weight=87.887638287254958 2.6261907515363414 2.2985655140309964 1.062667137084645 leaf_count=2694 110 217 30 internal_value=0 -6.15855e-06 0.000279117 internal_weight=0 90.1862 3.68886 internal_count=3051 2911 140 is_linear=0 shrinkage=0.000400217 Tree=8077 num_leaves=4 num_cat=0 split_feature=4 11 4 split_gain=1.89322 3.94457 3.06746 threshold=-0.080934999999999993 0.079700000000000007 -0.04881499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012190821372960441 -0.00039772518883833611 -0.00047546372151869968 -2.3336069649833052e-05 leaf_weight=25.462520404003048 3.5987975406933392 1.7926059125857126 63.699391652058694 leaf_count=726 503 127 1723 internal_value=0 8.08337e-05 -4.3984e-05 internal_weight=0 27.2551 67.2982 internal_count=3079 853 2226 is_linear=0 shrinkage=0.000400217 Tree=8078 num_leaves=3 num_cat=0 split_feature=1444 46 split_gain=1.72244 1.71 threshold=-0.084559999999999982 0.13643000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038478582133839596 -3.3593368499274519e-05 0.00040788818352337523 leaf_weight=1.5505560953606607 86.344259385812165 1.3169492604210962 leaf_count=25 3004 13 internal_value=0 -2.64491e-05 internal_weight=0 87.6612 internal_count=3042 3017 is_linear=0 shrinkage=0.000400217 Tree=8079 num_leaves=4 num_cat=0 split_feature=43 157 42 split_gain=1.62859 3.71858 2.85427 threshold=-0.063379999999999978 -0.077664999999999998 -0.24552499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023487078828660645 0.01113524967798939 -0.0042241946022157622 0.0045284724617105348 leaf_weight=1.4767529083765101 7.406614439688382 51.921970695543678 33.28557809376025 leaf_count=22 115 1616 1380 internal_value=0 -0.00228935 0.00326675 internal_weight=0 59.3286 34.7623 internal_count=3133 1731 1402 is_linear=0 shrinkage=0.0204111 Tree=8080 num_leaves=4 num_cat=0 split_feature=1 48 484 split_gain=2.41695 2.05679 0.749065 threshold=0.12700000000000003 0.12663000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1773652505601919e-05 -0.003613583018139405 -0.017641937255127027 0.012597786336691067 leaf_weight=84.08258685903138 1.3371402253396798 2.717161545304406 8.1118272031599172 leaf_count=2798 18 62 250 internal_value=0 -0.000524121 0.0102882 internal_weight=0 86.7997 9.44897 internal_count=3128 2860 268 is_linear=0 shrinkage=0.0204111 Tree=8081 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.59792 3.11822 threshold=-0.50992999999999988 -0.49977499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01393981695952491 -0.020359580108234875 0.00097278219783145082 leaf_weight=3.6014098848208951 2.8390015969634979 87.414923728170834 leaf_count=45 135 2890 internal_value=0 0.000277362 internal_weight=0 90.2539 internal_count=3070 3025 is_linear=0 shrinkage=0.0204111 Tree=8082 num_leaves=3 num_cat=0 split_feature=48 49 split_gain=1.60276 1.89337 threshold=-0.50097499999999984 -0.085934999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0277442101724476 -0.0087300395697802874 0.00018476364334167882 leaf_weight=0.70897196461009926 11.191900735197121 81.35279287221465 leaf_count=3 187 2911 internal_value=0 -0.000902596 internal_weight=0 92.5447 internal_count=3101 3098 is_linear=0 shrinkage=0.0204111 Tree=8083 num_leaves=4 num_cat=0 split_feature=4 376 151 split_gain=1.74244 1.7427 1.73043 threshold=-0.49977499999999991 0.083705000000000016 -0.27559499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022144749318036394 -0.017808356490473288 0.0058780811433493101 0.00016951255020284536 leaf_weight=2.89310957212001 2.1780356820290754 1.277962847612798 85.829292855062704 leaf_count=127 71 11 2870 internal_value=0 -0.0136297 -0.000297473 internal_weight=0 4.17107 88.0073 internal_count=3079 138 2941 is_linear=0 shrinkage=0.0204111 Tree=8084 num_leaves=4 num_cat=0 split_feature=1 0 157 split_gain=2.06496 4.8659 1.82711 threshold=0.088035000000000016 -0.084074999999999997 -0.09546499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025135038835015922 0.00030776234395725916 3.8305843697872118e-05 9.2177765984825277e-06 leaf_weight=16.948584575894529 3.4014286769088349 20.338284873892917 50.312397552763287 leaf_count=951 61 878 1165 internal_value=0 -9.37145e-05 2.8724e-05 internal_weight=0 37.2869 53.7138 internal_count=3055 1829 1226 is_linear=0 shrinkage=0.000400217 Tree=8085 num_leaves=4 num_cat=0 split_feature=403 43 475 split_gain=1.79348 1.93998 0.910558 threshold=-0.088654999999999984 -0.07440999999999999 -0.086424999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030500641262536316 7.7244054712544385e-05 -4.2105251229729604e-05 -0.00039737888431193514 leaf_weight=0.25148084759712253 34.311657248887968 59.444486066970967 2.4527523391971036 leaf_count=1 1120 1562 415 internal_value=0 1.6127e-06 -0.000322531 internal_weight=0 93.7561 2.70423 internal_count=3098 2682 416 is_linear=0 shrinkage=0.000400217 Tree=8086 num_leaves=4 num_cat=0 split_feature=483 0 484 split_gain=2.10176 1.74097 0.180493 threshold=0.10297500000000001 -0.23031999999999997 -0.075319999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.008783110671064083 -0.0080293499681410637 0.00020182403548253013 -0.024663548564829794 leaf_weight=11.062433277722446 0.52199553608807026 83.1274563622801 1.2529368136365509 leaf_count=109 43 2869 79 internal_value=0 0.00121891 -0.0205383 internal_weight=0 94.1899 1.77493 internal_count=3100 2978 122 is_linear=0 shrinkage=0.0204111 Tree=8087 num_leaves=4 num_cat=0 split_feature=483 160 16 split_gain=1.79318 1.62111 0.211992 threshold=-0.086419999999999983 -0.40187499999999993 -0.063769999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0036656867872267959 -0.01886844403430683 0.001327683004610382 -0.023679790622127543 leaf_weight=0.31693222217290884 1.5747345231388852 91.026985186640559 1.2714685895734863 leaf_count=34 248 2688 124 internal_value=0 0.000961866 -0.0201907 internal_weight=0 92.6017 1.5884 internal_count=3094 2936 158 is_linear=0 shrinkage=0.0204111 Tree=8088 num_leaves=4 num_cat=0 split_feature=50 12 44 split_gain=1.91337 2.36032 1.86437 threshold=0.086500000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013011605650983769 0.013305634148457063 -0.015725494960403655 -0.022005439834924336 leaf_weight=84.221597619356544 1.3655198103660948 5.7462890404576674 1.3427732501295384 leaf_count=2492 37 504 30 internal_value=0 -0.0100315 0.000907127 internal_weight=0 7.11181 85.5644 internal_count=3063 541 2522 is_linear=0 shrinkage=0.0204111 Tree=8089 num_leaves=4 num_cat=0 split_feature=1 2 15 split_gain=2.6119 3.48343 2.04821 threshold=1.0000000180025095e-35 0.092120000000000021 0.043560000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002881381776045828 4.5675565579502705e-05 -1.7362367276696761e-05 -0.0001598436472997765 leaf_weight=12.458942642730564 54.223535826757143 19.322489164319904 8.95160511000722 leaf_count=964 1088 624 405 internal_value=0 -0.000124151 1.63232e-05 internal_weight=0 31.7814 63.1751 internal_count=3081 1588 1493 is_linear=0 shrinkage=0.000400217 Tree=8090 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=2.18882 4.58587 2.69658 threshold=-0.083499999999999977 -0.084169999999999981 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6121600146229264e-05 -7.1928681365833038e-05 0.00057012741316687335 0.0001963441206953172 leaf_weight=27.521289005595467 57.612637558603183 2.7322233763188697 6.5895210223097811 leaf_count=900 1926 58 220 internal_value=0 8.62726e-05 -4.41001e-05 internal_weight=0 30.2535 64.2022 internal_count=3104 958 2146 is_linear=0 shrinkage=0.000400217 Tree=8091 num_leaves=4 num_cat=0 split_feature=150 51 15 split_gain=1.57974 2.51928 2.09174 threshold=0.082085000000000019 -0.025499999999999998 -0.031974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.4905356647388922e-05 0.00015453426295761923 -8.2510773267077642e-05 -0.00012507597416909247 leaf_weight=16.885559635400568 16.637477037289504 52.137300198811317 5.6647245607455252 leaf_count=536 268 2126 139 internal_value=0 -3.90248e-05 8.32437e-05 internal_weight=0 69.0229 22.3022 internal_count=3069 2662 407 is_linear=0 shrinkage=0.000400217 Tree=8092 num_leaves=4 num_cat=0 split_feature=2 160 13 split_gain=1.9366 2.79309 2.38378 threshold=0.097925000000000012 0.091525000000000009 -0.089674999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.3461559067832867e-06 0.00022261390282586843 -0.00030901401248010428 1.0773427306883006e-05 leaf_weight=51.026977946777151 12.373012370808281 5.3692196684187357 26.750526150540281 leaf_count=1950 191 195 750 internal_value=0 -3.75269e-05 7.82131e-05 internal_weight=0 56.3962 39.1235 internal_count=3086 2145 941 is_linear=0 shrinkage=0.000400217 Tree=8093 num_leaves=4 num_cat=0 split_feature=3 0 49 split_gain=1.79771 2.24102 2.187 threshold=-0.10643499999999999 -0.10783 -0.07639 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017384185529150897 0.002023534442544593 -0.0051992574456112212 0.0015981243183584772 leaf_weight=4.4422540467385287 33.454907243609341 38.2564732336009 18.687510542880773 leaf_count=37 438 2275 377 internal_value=0 -0.00183177 0.00469911 internal_weight=0 71.7114 23.1298 internal_count=3127 2713 414 is_linear=0 shrinkage=0.0204111 Tree=8094 num_leaves=3 num_cat=0 split_feature=51 2 split_gain=1.75566 1.56227 threshold=-0.40548499999999993 0.14780500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040261240171506491 -8.0208408918823158e-06 0.00025456202809395349 leaf_weight=1.6343138950414857 92.074914133697348 3.6660039082198628 leaf_count=114 2837 131 internal_value=0 2.3193e-06 internal_weight=0 95.7409 internal_count=3082 2968 is_linear=0 shrinkage=0.000400217 Tree=8095 num_leaves=4 num_cat=0 split_feature=2 128 16 split_gain=2.76168 2.29075 2.16909 threshold=0.12173500000000002 1.0000000180025095e-35 0.10274500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3991846167494614e-05 0.00024057396587240409 -0.00042919482224214762 -0.00018609535123750062 leaf_weight=78.445750346917521 9.7531688371327601 2.3113084905226051 2.2779453428374827 leaf_count=2560 249 216 94 internal_value=0 -4.58813e-05 0.000158818 internal_weight=0 80.7571 12.0311 internal_count=3119 2776 343 is_linear=0 shrinkage=0.000400217 Tree=8096 num_leaves=3 num_cat=0 split_feature=1374 156 split_gain=1.7836 2.09105 threshold=-0.094679999999999986 0.091280000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013503647888161507 0.0018085257999822055 -0.012431065357372142 leaf_weight=3.5122161510516881 86.006992143546995 4.4107360638754463 leaf_count=56 2773 276 internal_value=0 0.00109938 internal_weight=0 90.4177 internal_count=3105 3049 is_linear=0 shrinkage=0.0204111 Tree=8097 num_leaves=3 num_cat=0 split_feature=457 49 split_gain=1.92545 2.4335 threshold=-0.23052999999999998 -0.00025999999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003361140612969161 -0.00011852157288370059 2.3642186184736494e-05 leaf_weight=2.3890404683770603 27.673787281151817 62.958915363401047 leaf_count=34 594 2430 internal_value=0 -1.98588e-05 internal_weight=0 90.6327 internal_count=3058 3024 is_linear=0 shrinkage=0.000400217 Tree=8098 num_leaves=4 num_cat=0 split_feature=0 16 0 split_gain=1.76484 2.7672 2.01723 threshold=-0.23031999999999997 -0.073494999999999991 -0.07087499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040354293493240478 -0.0031952632088412974 0.019637913722911828 0.0033804747776910423 leaf_weight=7.0846778749255463 51.097813559526003 4.7079464383714349 31.215484427711999 leaf_count=84 2214 31 793 internal_value=0 0.00770702 -0.000700356 internal_weight=0 11.7926 82.3133 internal_count=3122 115 3007 is_linear=0 shrinkage=0.0204111 Tree=8099 num_leaves=3 num_cat=0 split_feature=3 484 split_gain=2.88411 2.21245 threshold=-0.52337999999999985 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022123671155879779 -0.013297297422485562 0.00028700771388683678 leaf_weight=2.2986574478563844 5.1865206426391515 87.121472358729989 leaf_count=25 497 2591 internal_value=0 -0.00049144 internal_weight=0 92.308 internal_count=3113 3088 is_linear=0 shrinkage=0.0204111 Tree=8100 num_leaves=4 num_cat=0 split_feature=12 49 148 split_gain=3.38521 2.28564 1.87916 threshold=0.10042000000000002 -0.085174999999999987 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018465774627573619 0.00029858886982549892 2.6663634465057727e-05 -0.00031439770355797745 leaf_weight=9.12747857655995 0.79984338200301763 72.629074773141838 8.065021980672098 leaf_count=162 27 2483 405 internal_value=0 2.85098e-06 -0.000256056 internal_weight=0 81.7566 8.86487 internal_count=3077 2645 432 is_linear=0 shrinkage=0.000400217 Tree=8101 num_leaves=4 num_cat=0 split_feature=15 50 15 split_gain=2.31643 2.58716 2.04101 threshold=-0.24269999999999997 0.11843500000000001 -0.19153499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035518454528042886 -0.00034547356251389549 -0.00026447467713138173 1.8689832214078244e-06 leaf_weight=5.3471347827653508 2.6840365816751719 1.2578165801241992 87.750074052355103 leaf_count=231 85 18 2790 internal_value=0 0.000234738 -8.85442e-06 internal_weight=0 6.60495 90.4341 internal_count=3124 249 2875 is_linear=0 shrinkage=0.000400217 Tree=8102 num_leaves=4 num_cat=0 split_feature=1 42 0 split_gain=1.54751 2.6118 2.11167 threshold=0.11332500000000002 0.099455000000000002 -0.23274999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056814624284615514 -0.023210826897935619 -0.01863426719205101 0.0065342344266094221 leaf_weight=70.339577598263077 0.9410308981314327 3.3882170584001861 18.801710788087803 leaf_count=2320 11 282 471 internal_value=0 -0.00142539 0.00499355 internal_weight=0 73.7278 19.7427 internal_count=3084 2602 482 is_linear=0 shrinkage=0.0204111 Tree=8103 num_leaves=4 num_cat=0 split_feature=43 42 52 split_gain=1.86854 3.25727 1.9173 threshold=-0.27157999999999993 -0.11277999999999998 -0.048794999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025398879802070591 6.3619365692912179e-05 0.00034136041645832054 -5.6722980563241135e-05 leaf_weight=1.873237043042536 34.030458916115094 5.7606902002880807 55.858275062709254 leaf_count=52 892 96 2059 internal_value=0 0.000193712 -1.11408e-05 internal_weight=0 7.63393 89.8887 internal_count=3099 148 2951 is_linear=0 shrinkage=0.000400217 Tree=8104 num_leaves=3 num_cat=0 split_feature=31 148 split_gain=1.83112 1.69793 threshold=-1.0000000180025095e-35 -0.084284999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040886874821411312 -0.00032212308026993209 1.1450148676163216e-07 leaf_weight=1.5974466599873256 2.5841296427461193 91.766950655480287 leaf_count=83 82 2949 internal_value=0 -9.08244e-06 internal_weight=0 94.3511 internal_count=3114 3031 is_linear=0 shrinkage=0.000400217 Tree=8105 num_leaves=4 num_cat=0 split_feature=16 453 15 split_gain=2.72131 1.92026 0.24223 threshold=0.51400000000000012 0.096095000000000014 -0.059329999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010407413588883216 -0.0063040217647721648 -0.021021546943242233 -0.023434340246861304 leaf_weight=89.485733530432299 0.53170361722186532 1.5624271737760853 2.0226619579334502 leaf_count=2866 65 28 115 internal_value=0 0.000636788 -0.020283 internal_weight=0 91.0482 2.55437 internal_count=3074 2894 180 is_linear=0 shrinkage=0.0204111 Tree=8106 num_leaves=3 num_cat=0 split_feature=156 147 split_gain=1.59333 1.55126 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039195135991274921 -0.00039396603561941946 2.6818823893137585e-05 leaf_weight=1.4107866307067514 1.3125476533532481 95.421163960490048 leaf_count=160 33 2916 internal_value=0 2.06605e-05 internal_weight=0 96.7337 internal_count=3109 2949 is_linear=0 shrinkage=0.000400217 Tree=8107 num_leaves=4 num_cat=0 split_feature=133 43 15 split_gain=1.62144 1.7095 0.152112 threshold=-0.24354499999999998 0.075180000000000011 -0.23798499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028048524205178896 -0.00037099849594972068 0.0089098979066465356 -0.022615356887916733 leaf_weight=0.2216528405479038 84.391300768477777 9.0536609201735683 1.2812386060909364 leaf_count=14 2796 149 165 internal_value=0 0.000537793 -0.0200907 internal_weight=0 93.445 1.50289 internal_count=3124 2945 179 is_linear=0 shrinkage=0.0204111 Tree=8108 num_leaves=4 num_cat=0 split_feature=52 49 49 split_gain=2.07775 3.96565 2.61724 threshold=0.11571500000000003 0.14255500000000002 0.082865000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.3438944733342804e-05 -0.00027245219222790787 0.00035380944234942295 -0.00015421572230174554 leaf_weight=72.250610937131569 8.8643762351321111 1.8749784732208343 11.121083913410983 leaf_count=2109 489 26 498 internal_value=0 -0.000160591 2.55699e-05 internal_weight=0 10.7394 83.3717 internal_count=3122 515 2607 is_linear=0 shrinkage=0.000400217 Tree=8109 num_leaves=4 num_cat=0 split_feature=38 3 40 split_gain=1.7488 2.01657 0.203677 threshold=1.0000000180025095e-35 0.17769000000000004 0.09888000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00087847276903550188 -0.015635822600191328 0.014202562422442007 -0.006520001075950797 leaf_weight=84.322752218847199 2.2032221598510651 4.9031700408959287 2.3237504274002276 leaf_count=2857 41 131 35 internal_value=0 0.00162754 -0.0112269 internal_weight=0 89.2259 4.52697 internal_count=3064 2988 76 is_linear=0 shrinkage=0.0204111 Tree=8110 num_leaves=3 num_cat=0 split_feature=158 1 split_gain=1.93082 1.93222 threshold=0.10858500000000001 0.11584000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.1043553088630929e-06 -0.0004031964128176828 0.00014556262898621949 leaf_weight=79.293916909879044 1.6600166283669739 15.835696247253507 leaf_count=2548 157 390 internal_value=0 1.84505e-05 internal_weight=0 95.1296 internal_count=3095 2938 is_linear=0 shrinkage=0.000400217 Tree=8111 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.47942 1.70154 threshold=-0.51586999999999994 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038725342452618905 0.00031068784314881626 -1.6154727250600336e-05 leaf_weight=1.5552299596420187 2.5144095377709155 89.16525922776782 leaf_count=216 87 2808 internal_value=0 -6.82269e-06 internal_weight=0 91.6797 internal_count=3111 2895 is_linear=0 shrinkage=0.000400217 Tree=8112 num_leaves=4 num_cat=0 split_feature=457 1213 12 split_gain=2.19962 2.81853 1.97626 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020690916018755462 -0.00034580710202169253 2.8943592874766005e-05 -0.00031264148007280909 leaf_weight=1.3740005404688416 3.2295816985406409 84.634811657430873 5.89243561220428 leaf_count=20 493 2374 225 internal_value=0 1.47465e-05 -0.000212751 internal_weight=0 87.8644 7.26644 internal_count=3112 2867 245 is_linear=0 shrinkage=0.000400217 Tree=8113 num_leaves=4 num_cat=0 split_feature=1 14 15 split_gain=2.05998 2.95379 1.2357 threshold=0.13662500000000002 0.073890000000000011 -0.032519999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057671159368445093 0.019239138370148651 -0.024156523890451968 -0.0036702612903518369 leaf_weight=87.094609670338286 3.6811664834822295 1.9471741363595345 1.2799219395965327 leaf_count=2819 135 98 36 internal_value=0 6.18404e-06 0.0133781 internal_weight=0 89.0418 4.96109 internal_count=3088 2917 171 is_linear=0 shrinkage=0.0204111 Tree=8114 num_leaves=4 num_cat=0 split_feature=43 11 49 split_gain=1.94558 3.2141 2.58602 threshold=-0.063379999999999978 0.081130000000000022 0.11008500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010456324890167917 -7.7271246334090291e-05 -0.00032870156214903466 0.00018611430046097105 leaf_weight=34.443741532061722 51.215644789655016 2.8704138942412092 6.6494747791184627 leaf_count=1351 1582 59 124 internal_value=0 7.03504e-05 -4.67037e-05 internal_weight=0 37.3142 57.8651 internal_count=3116 1410 1706 is_linear=0 shrinkage=0.000400217 Tree=8115 num_leaves=3 num_cat=0 split_feature=1375 1 split_gain=2.65034 2.31035 threshold=-0.43271999999999994 0.076845000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028065581465292335 -0.0046749037709364529 0.0020857197347176953 leaf_weight=1.3297338092525013 31.56126515604501 62.729103120187574 leaf_count=14 1583 1502 internal_value=0 -0.000180085 internal_weight=0 94.2904 internal_count=3099 3085 is_linear=0 shrinkage=0.0204111 Tree=8116 num_leaves=4 num_cat=0 split_feature=42 156 151 split_gain=2.36787 3.18789 2.58021 threshold=-1.0000000180025095e-35 0.050840000000000003 -0.084809999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002827023255611224 -0.00016326369108929243 0.00021944020395830931 4.4392713411780251e-05 leaf_weight=9.2206161205772315 10.94591551144549 2.4962273690707653 71.844541494413534 leaf_count=792 283 73 1955 internal_value=0 -0.000174658 1.67546e-05 internal_weight=0 11.7168 82.7905 internal_count=3103 865 2238 is_linear=0 shrinkage=0.000400217 Tree=8117 num_leaves=3 num_cat=0 split_feature=1365 156 split_gain=1.89319 1.63879 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039023205831775434 -0.00038518901395332355 2.0469687622619533e-05 leaf_weight=1.4701993071798813 1.8314659102325084 95.119428713896923 leaf_count=170 57 2858 internal_value=0 1.37738e-05 internal_weight=0 96.5896 internal_count=3085 3028 is_linear=0 shrinkage=0.000400217 Tree=8118 num_leaves=4 num_cat=0 split_feature=2 457 3 split_gain=1.84604 1.79551 0.0798903 threshold=0.15412000000000003 -0.14786499999999997 0.10274500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014241182429485844 0.020206669750296311 -0.0014860801204286038 0.010613113997730184 leaf_weight=3.0169071877608067 1.3493486711267899 90.680625273902024 1.1489799681367001 leaf_count=38 62 2945 55 internal_value=0 -0.000963295 0.0164391 internal_weight=0 93.6975 2.49833 internal_count=3100 2983 117 is_linear=0 shrinkage=0.0204111 Tree=8119 num_leaves=4 num_cat=0 split_feature=15 49 46 split_gain=2.10776 5.88151 2.01532 threshold=0.084050000000000014 -0.14755499999999996 0.081930000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.7823722176932995e-05 0.00017175860287004581 -0.00040713396355621838 -0.00037640341529243822 leaf_weight=81.404880564731684 4.7588204236526508 6.5867017604668927 1.9128714385733463 leaf_count=2016 61 985 44 internal_value=0 -0.000165015 1.80505e-05 internal_weight=0 11.3455 83.3178 internal_count=3106 1046 2060 is_linear=0 shrinkage=0.000400217 Tree=8120 num_leaves=3 num_cat=0 split_feature=1429 1 split_gain=2.07064 1.8427 threshold=-1.0000000180025095e-35 0.12700000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024842027450798956 -9.5075384687008184e-06 0.0096182964299506568 leaf_weight=1.2057106194738469 85.550645387223085 9.0576230522710812 leaf_count=135 2649 270 internal_value=0 0.000922521 internal_weight=0 94.6083 internal_count=3054 2919 is_linear=0 shrinkage=0.0204111 Tree=8121 num_leaves=4 num_cat=0 split_feature=480 13 15 split_gain=2.21622 1.9256 0.191878 threshold=1.0000000180025095e-35 -0.5318799999999998 -0.46645999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014355237447592969 -0.0042925977511795339 0.0017286568684663623 -0.020550261022750968 leaf_weight=3.0991758881427804 0.43235751800239119 90.904432798841754 2.0316573802256235 leaf_count=40 10 2814 216 internal_value=0 0.00118194 -0.0180081 internal_weight=0 94.0036 2.46401 internal_count=3080 2854 226 is_linear=0 shrinkage=0.0204111 Tree=8122 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=1.93636 2.98377 2.56104 threshold=0.085880000000000026 -0.11550499999999998 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0049140105227896214 -0.018619445145186417 -0.0080221719135078248 0.0028718317623157128 leaf_weight=10.622006816694919 2.2970873001613645 24.124617717730871 56.689226238566334 leaf_count=135 120 1562 1237 internal_value=0 -0.00406451 0.00200121 internal_weight=0 34.7466 58.9863 internal_count=3054 1697 1357 is_linear=0 shrinkage=0.0204111 Tree=8123 num_leaves=4 num_cat=0 split_feature=2 2 16 split_gain=3.05168 2.59608 0.0627473 threshold=-0.14169499999999999 -0.074699999999999989 -0.41862999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004054184936595869 -0.00034892558015992405 9.1333486701195308e-06 0.00025603123335023577 leaf_weight=2.2365241826046258 3.2569577769609159 86.950864136853397 1.7640641728648905 leaf_count=38 52 2914 51 internal_value=0 -4.21092e-06 0.00034831 internal_weight=0 90.2078 4.00059 internal_count=3055 2966 89 is_linear=0 shrinkage=0.000400217 Tree=8124 num_leaves=4 num_cat=0 split_feature=13 160 39 split_gain=3.08069 4.11887 3.71696 threshold=-0.083414999999999975 -0.082109999999999975 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032015531221123915 -0.00010768661363808484 0.00013700195362753939 0.00018809956491102616 leaf_weight=3.4496345195066196 51.65648089514707 27.965825695815511 7.7308973464405417 leaf_count=265 1851 707 244 internal_value=0 8.58442e-05 -6.89004e-05 internal_weight=0 31.4155 59.3874 internal_count=3067 972 2095 is_linear=0 shrinkage=0.000400217 Tree=8125 num_leaves=4 num_cat=0 split_feature=4 482 16 split_gain=1.91124 1.7745 0.280969 threshold=0.51074000000000008 0.091725000000000015 -0.4954849999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0540840037487767e-06 8.6091848453413212e-05 -0.00041870448682367826 0.00042005363243011027 leaf_weight=91.053931322823701 0.60189466891461085 1.596922135713611 1.7510989736620093 leaf_count=2805 44 131 98 internal_value=0 -1.46461e-05 0.000342417 internal_weight=0 92.6509 2.35299 internal_count=3078 2936 142 is_linear=0 shrinkage=0.000400217 Tree=8126 num_leaves=4 num_cat=0 split_feature=16 16 9 split_gain=2.00561 3.5213 2.66553 threshold=-0.008179999999999998 -0.063864999999999991 0.081505000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00072963858828907296 0.0055336627317070413 -0.012328836237002391 -0.015561693925103625 leaf_weight=43.458126706312669 37.776398817937661 10.611157081789313 2.5643493226962155 leaf_count=1607 1006 442 46 internal_value=0 -0.00185328 0.00415333 internal_weight=0 54.0693 40.3407 internal_count=3101 2049 1052 is_linear=0 shrinkage=0.0204111 Tree=8127 num_leaves=4 num_cat=0 split_feature=457 15 49 split_gain=3.25487 2.29904 1.75991 threshold=-0.0024349999999999997 -0.11664999999999999 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0193085092352656 -0.0059065388342923577 0.0030076551136224662 0.0016166398805399886 leaf_weight=4.961914408908342 14.317140949453458 73.224280323117 2.4750274194666408 leaf_count=200 455 2379 59 internal_value=0 0.00154408 -0.0124239 internal_weight=0 87.5414 7.43694 internal_count=3093 2834 259 is_linear=0 shrinkage=0.0204111 Tree=8128 num_leaves=4 num_cat=0 split_feature=453 11 0 split_gain=2.34205 2.00835 0.222438 threshold=1.0000000180025095e-35 0.088160000000000002 -0.23012499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011903593968020797 -0.023429392633378423 -0.012260623922926071 -0.011108124419928376 leaf_weight=90.045576595915918 1.381009378586896 4.7627186046993293 1.7166525001812249 leaf_count=2915 19 113 58 internal_value=0 0.00050098 -0.0172269 internal_weight=0 94.8083 3.09766 internal_count=3105 3028 77 is_linear=0 shrinkage=0.0204111 Tree=8129 num_leaves=4 num_cat=0 split_feature=16 4 0 split_gain=2.17148 4.93235 4.16154 threshold=-0.008179999999999998 -0.0051399999999999996 -0.10977499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025046360256701921 0.00032206301680110503 8.7187107765597746e-06 -1.1757348135247649e-05 leaf_weight=16.919372928110533 7.2931261580633864 37.980756170823952 31.080519117396761 leaf_count=1194 89 840 979 internal_value=0 -7.15045e-05 5.24395e-05 internal_weight=0 54.9001 38.3736 internal_count=3102 2034 1068 is_linear=0 shrinkage=0.000400217 Tree=8130 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=1.78377 1.66081 threshold=-0.51586999999999994 -0.39018999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003894603023349591 -0.00042775802918679706 1.8717129453507905e-05 leaf_weight=1.6925880072631105 1.2422069770095721 92.108531161896735 leaf_count=231 167 2693 internal_value=0 1.22706e-05 internal_weight=0 93.3507 internal_count=3091 2860 is_linear=0 shrinkage=0.000400217 Tree=8131 num_leaves=4 num_cat=0 split_feature=3 1 49 split_gain=1.7685 2.4029 1.77468 threshold=-0.10643499999999999 0.088975000000000012 -0.053239999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028407411157993745 -0.00013743149832612375 1.1983715457023523e-05 1.8966252155655118e-05 leaf_weight=5.1460990835184957 28.618100718397272 43.066985058452701 17.604486687912868 leaf_count=41 1689 1013 362 internal_value=0 -4.77871e-05 8.00302e-05 internal_weight=0 71.6851 22.7506 internal_count=3105 2702 403 is_linear=0 shrinkage=0.000400217 Tree=8132 num_leaves=3 num_cat=0 split_feature=1365 51 split_gain=1.98964 1.84375 threshold=1.0000000180025095e-35 -0.40548499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020510064672654919 -0.022729551736899174 0.00070258720589360757 leaf_weight=1.6271414691982489 1.4755933869892022 92.544961081331166 leaf_count=115 56 2929 internal_value=0 0.000312145 internal_weight=0 94.1721 internal_count=3100 3044 is_linear=0 shrinkage=0.0204111 Tree=8133 num_leaves=4 num_cat=0 split_feature=52 49 52 split_gain=1.62121 4.44002 3.6873 threshold=0.084805000000000019 0.12899500000000003 0.082245000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011684486409023148 -0.0086265539340773627 0.017718813086443536 0.02766552507126286 leaf_weight=72.481646097701741 17.023679201656254 3.048589362675556 2.144675804207508 leaf_count=2060 946 46 54 internal_value=0 -0.00454911 0.00197025 internal_weight=0 20.0723 74.6263 internal_count=3106 992 2114 is_linear=0 shrinkage=0.0204111 Tree=8134 num_leaves=3 num_cat=0 split_feature=123 1 split_gain=1.68901 1.82258 threshold=0.13256000000000004 0.14023000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012405456868058182 -0.021432975846789163 0.015365487930648288 leaf_weight=91.214108284524173 1.206614473951048 3.8613752039236706 leaf_count=2929 23 130 internal_value=0 0.00183161 internal_weight=0 95.0755 internal_count=3082 3059 is_linear=0 shrinkage=0.0204111 Tree=8135 num_leaves=4 num_cat=0 split_feature=43 160 16 split_gain=2.63708 2.08056 1.49228 threshold=-0.27157999999999993 -0.091964999999999977 -0.27157999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.027782579991323782 -0.012663671217719637 -0.00070047783218016627 0.0058723179754809193 leaf_weight=1.610150060849264 6.4829243077856509 74.398272076648936 5.6043634619745708 leaf_count=7 453 2480 138 internal_value=0 -0.00167555 0.0111122 internal_weight=0 80.8812 7.21451 internal_count=3078 2933 145 is_linear=0 shrinkage=0.0204111 Tree=8136 num_leaves=4 num_cat=0 split_feature=14 159 48 split_gain=1.82645 1.54431 0.464469 threshold=0.073890000000000011 0.088450000000000015 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0644954670508106e-05 -0.00054075447013809637 0.00014501278901976145 -0.00016368722831337567 leaf_weight=79.967834677449446 0.98945549441850777 11.589306677056809 1.2727258733193583 leaf_count=2581 18 401 90 internal_value=0 9.21127e-06 -0.000346337 internal_weight=0 91.5571 2.26218 internal_count=3090 2982 108 is_linear=0 shrinkage=0.000400217 Tree=8137 num_leaves=4 num_cat=0 split_feature=49 1 15 split_gain=2.59086 4.29441 3.24435 threshold=-0.085014999999999993 0.11332500000000002 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030785830425126512 4.8481046632888346e-05 0.00026482215465385451 -0.00046288137450489997 leaf_weight=8.4212171378785552 83.73109597351322 2.6856993921683161 1.9241672670304968 leaf_count=152 2670 46 241 internal_value=0 -0.000168121 3.64045e-05 internal_weight=0 11.1069 85.6553 internal_count=3109 198 2911 is_linear=0 shrinkage=0.000400217 Tree=8138 num_leaves=4 num_cat=0 split_feature=403 453 13 split_gain=1.61924 1.47209 0.492727 threshold=0.090530000000000013 0.096095000000000014 -0.16228999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5914525526358105e-06 0.00022187517569176272 -0.0003803587276162205 -0.00040413921256829291 leaf_weight=94.701899681727355 0.15179791658010833 1.6255040091928084 2.0693484899293244 leaf_count=2885 22 32 241 internal_value=0 -1.52993e-05 -0.000352761 internal_weight=0 96.3274 2.22115 internal_count=3180 2917 263 is_linear=0 shrinkage=0.000400217 Tree=8139 num_leaves=3 num_cat=0 split_feature=51 13 split_gain=1.90192 1.92342 threshold=-0.40548499999999993 -0.5318799999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040397254081525521 -0.00031367261057322168 1.8454124989648907e-05 leaf_weight=1.7169519937469875 2.7704702777846242 89.892147456987459 leaf_count=118 40 2910 internal_value=0 8.15746e-06 internal_weight=0 92.6626 internal_count=3068 2950 is_linear=0 shrinkage=0.000400217 Tree=8140 num_leaves=3 num_cat=0 split_feature=3 13 split_gain=2.42476 2.11078 threshold=-0.52337999999999985 -0.51961499999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020396449339070883 -0.016936409201039539 0.00031432935995584499 leaf_weight=2.319710456300526 2.942786652740323 90.411799912008064 leaf_count=20 48 2981 internal_value=0 -0.000249098 internal_weight=0 93.3546 internal_count=3049 3029 is_linear=0 shrinkage=0.0204111 Tree=8141 num_leaves=4 num_cat=0 split_feature=1429 456 3 split_gain=1.88798 1.80189 0.000876711 threshold=-1.0000000180025095e-35 0.087055000000000007 0.13311000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018069418195983612 0.0003452299301517968 -0.014500411712361818 -0.031888367950749501 leaf_weight=0.89082252042908183 87.690908739573388 3.4316700818108066 0.3666566014289856 leaf_count=147 2788 161 2 internal_value=0 -0.000230965 -0.0243765 internal_weight=0 91.1226 1.25748 internal_count=3098 2949 149 is_linear=0 shrinkage=0.0204111 Tree=8142 num_leaves=4 num_cat=0 split_feature=3 0 49 split_gain=1.74935 1.9486 1.91842 threshold=0.17769000000000004 -0.11980999999999999 -0.21083999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023232996262897513 -4.6543090108750883e-05 0.00039844243060960542 -3.3607248182930389e-05 leaf_weight=4.4723452594116671 2.8359598057068069 3.3779560778930309 83.305523448027998 leaf_count=60 71 70 2877 internal_value=0 0.000198127 -1.97788e-05 internal_weight=0 6.21392 87.7779 internal_count=3078 141 2937 is_linear=0 shrinkage=0.000400217 Tree=8143 num_leaves=3 num_cat=0 split_feature=51 148 split_gain=1.8033 1.7051 threshold=-0.40148999999999996 -0.082084999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020442914606764305 -0.011756691184746681 0.0014266505837225239 leaf_weight=1.5783253108565976 4.1704087938815055 89.80123588464312 leaf_count=114 97 2919 internal_value=0 0.000828286 internal_weight=0 93.9716 internal_count=3130 3016 is_linear=0 shrinkage=0.0204111 Tree=8144 num_leaves=3 num_cat=0 split_feature=150 31 split_gain=2.0924 1.6476 threshold=0.12727500000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020781145624895747 -0.020302397164777178 0.00014805882589783489 leaf_weight=1.5302003424003476 1.943736218032426 88.863929360480597 leaf_count=82 49 2938 internal_value=0 0.000522615 internal_weight=0 90.3941 internal_count=3069 3020 is_linear=0 shrinkage=0.0204111 Tree=8145 num_leaves=3 num_cat=0 split_feature=128 10 split_gain=2.16582 2.31094 threshold=0.085185000000000025 0.08302000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.715541029705202e-05 -0.00042173661880454339 0.00036572581846950876 leaf_weight=88.461925110608263 2.0516776835511328 2.3530244904977726 leaf_count=2811 220 79 internal_value=0 -1.6538e-05 internal_weight=0 90.8149 internal_count=3110 2890 is_linear=0 shrinkage=0.000400217 Tree=8146 num_leaves=4 num_cat=0 split_feature=43 4 0 split_gain=2.58006 2.81706 2.03463 threshold=-0.19537999999999997 0.17888000000000001 -0.06951499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.0884093923435784e-05 -7.5316745584258905e-05 9.0719631839281928e-05 0.00032218227872513261 leaf_weight=3.6554900567552977 58.881864579645026 22.546899649998522 6.2701908571762015 leaf_count=134 2437 422 66 internal_value=0 -2.92813e-05 0.000185752 internal_weight=0 81.4288 9.92568 internal_count=3059 2859 200 is_linear=0 shrinkage=0.000400217 Tree=8147 num_leaves=4 num_cat=0 split_feature=0 1 3 split_gain=1.54086 2.87934 2.69845 threshold=-0.23031999999999997 0.11332500000000002 0.11280000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015654970772422512 -0.0018207233562074466 0.0073473899498191254 -0.0046491674447238715 leaf_weight=7.145820391509913 67.510046804817648 17.977032905124361 4.3011934295645915 leaf_count=61 2516 475 43 internal_value=0 0.000114323 0.0080546 internal_weight=0 85.4871 11.447 internal_count=3095 2991 104 is_linear=0 shrinkage=0.0204111 Tree=8148 num_leaves=3 num_cat=0 split_feature=1456 3 split_gain=1.84686 2.17968 threshold=0.084325000000000011 -0.15490999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001753169473150344 -0.00041303940539721648 -3.1427285433844708e-05 leaf_weight=8.941304825300902 1.7576042515456709 83.457551227188105 leaf_count=189 208 2659 internal_value=0 -1.1233e-05 internal_weight=0 92.3989 internal_count=3056 2848 is_linear=0 shrinkage=0.000400217 Tree=8149 num_leaves=4 num_cat=0 split_feature=13 12 34 split_gain=1.90804 2.43172 1.88192 threshold=-0.10462499999999998 -0.052409999999999991 -0.086809999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0095950214776024823 -0.025574167957278383 0.0088317366172724829 -0.0014449901040996195 leaf_weight=3.5918749051343211 1.2605354155093653 15.481781408219829 73.30339900148374 leaf_count=80 43 233 2729 internal_value=0 0.00532594 -0.00189064 internal_weight=0 19.0737 74.5639 internal_count=3085 313 2772 is_linear=0 shrinkage=0.0204111 Tree=8150 num_leaves=4 num_cat=0 split_feature=401 156 2 split_gain=1.69217 1.74564 0.764472 threshold=0.079655000000000017 0.084055000000000005 0.10787000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00083262451792389617 -0.021495467482883127 -0.0077537461740366867 0.0049767680910371356 leaf_weight=81.081053664636784 2.156677527706051 11.116608467073091 0.5220172468034433 leaf_count=2386 251 414 45 internal_value=0 -0.000210815 -0.0163439 internal_weight=0 92.1977 2.67869 internal_count=3096 2800 296 is_linear=0 shrinkage=0.0204111 Tree=8151 num_leaves=3 num_cat=0 split_feature=31 1456 split_gain=2.09645 1.83984 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020771512750293129 -0.00050160075878623843 -0.01864493878341893 leaf_weight=1.7735126430197841 90.545312149917208 2.2782621600899793 leaf_count=96 2719 247 internal_value=0 -0.000968838 internal_weight=0 92.8236 internal_count=3062 2966 is_linear=0 shrinkage=0.0204111 Tree=8152 num_leaves=4 num_cat=0 split_feature=42 1 133 split_gain=1.7122 3.69792 3.03341 threshold=0.085675000000000015 0.11646500000000001 0.083990000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054607365005594614 -0.009762663435804236 0.0096604222979908734 0.010739416963151336 leaf_weight=60.523959928274053 17.034728915567033 5.2618765709048594 11.754152293491641 leaf_count=1391 1055 176 492 internal_value=0 -0.00515356 0.00130299 internal_weight=0 22.2966 72.2781 internal_count=3114 1231 1883 is_linear=0 shrinkage=0.0204111 Tree=8153 num_leaves=3 num_cat=0 split_feature=151 1373 split_gain=2.30504 1.95679 threshold=0.13082500000000002 0.09586500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00040370490222306054 -0.020784381361615867 -0.024248556800679971 leaf_weight=89.58366063220501 2.1589193201325534 1.2498147204751138 leaf_count=3011 47 23 internal_value=0 3.50683e-05 internal_weight=0 90.8335 internal_count=3081 3034 is_linear=0 shrinkage=0.0204111 Tree=8154 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=1.75804 2.65258 2.183 threshold=0.087515000000000023 0.10812000000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010790800543434108 -4.8614634203558091e-05 0.00017243465349580108 0.00010955763856924172 leaf_weight=33.323018347351535 23.177087323434534 6.344744707690551 34.898664064307013 leaf_count=1774 671 27 614 internal_value=0 -6.27089e-05 4.64616e-05 internal_weight=0 39.6678 58.0758 internal_count=3086 1801 1285 is_linear=0 shrinkage=0.000400217 Tree=8155 num_leaves=4 num_cat=0 split_feature=12 1 0 split_gain=2.60257 3.72324 2.2951 threshold=0.10042000000000002 0.12545500000000001 0.056895000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010023411256336191 -0.017576549760961131 0.01019418378658879 0.010478249377321844 leaf_weight=74.373749127793417 6.9854814918776338 2.7214256145525724 9.9695494296029192 leaf_count=2519 366 63 163 internal_value=0 -0.00976329 0.0013392 internal_weight=0 9.70691 84.3433 internal_count=3111 429 2682 is_linear=0 shrinkage=0.0204111 Tree=8156 num_leaves=4 num_cat=0 split_feature=43 49 475 split_gain=2.45132 3.11916 3.04192 threshold=-0.063379999999999978 0.11008500000000002 -0.0029899999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010830230441907451 -0.0045010931034246589 0.010577160825515634 0.0064680339124058919 leaf_weight=4.7941356782412177 48.084513227532625 6.3774155312789835 31.204386448032892 leaf_count=284 1546 123 1066 internal_value=0 -0.00271737 0.00413788 internal_weight=0 54.4619 35.9985 internal_count=3019 1669 1350 is_linear=0 shrinkage=0.0204111 Tree=8157 num_leaves=4 num_cat=0 split_feature=155 2 51 split_gain=1.77037 1.92035 0.188919 threshold=0.083500000000000005 0.097925000000000012 -0.23836999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001215508592832345 -0.0039656738796639999 0.0048060431615408027 -0.019421473124244339 leaf_weight=54.1931833902363 0.47862217741203528 37.066420929289507 1.8099681364801643 leaf_count=2051 28 821 175 internal_value=0 0.00123312 -0.0165249 internal_weight=0 91.2596 2.28859 internal_count=3075 2872 203 is_linear=0 shrinkage=0.0204111 Tree=8158 num_leaves=3 num_cat=0 split_feature=39 0 split_gain=2.09638 2.02633 threshold=-1.0000000180025095e-35 -0.13338499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028342501397827738 9.1525907338137433e-05 -3.252152258325649e-05 leaf_weight=3.936188745108665 32.296760723851548 60.301681331804957 leaf_count=70 414 2609 internal_value=0 1.08024e-05 internal_weight=0 92.5984 internal_count=3093 3023 is_linear=0 shrinkage=0.000400217 Tree=8159 num_leaves=4 num_cat=0 split_feature=160 130 160 split_gain=2.51941 2.40766 1.54291 threshold=0.11196500000000002 0.085970000000000005 0.5132500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.561687826516078e-05 -0.0004507928997632441 -0.00038286705684621378 0.00012153041844934769 leaf_weight=85.543667062149325 3.050612278779226 2.3875674134742431 0.93724883749018761 leaf_count=2625 125 318 51 internal_value=0 4.32383e-06 -0.000316637 internal_weight=0 87.9312 3.98786 internal_count=3119 2943 176 is_linear=0 shrinkage=0.000400217 Tree=8160 num_leaves=4 num_cat=0 split_feature=151 11 49 split_gain=2.13133 2.76634 2.0588 threshold=0.055120000000000009 0.088315000000000018 -0.053544999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035030955096962521 -0.016159272236558182 -0.014210440176144841 0.0045142288987581212 leaf_weight=81.52626377579918 5.0081582966959104 3.7370005289521933 3.2346193918783666 leaf_count=2840 88 106 63 internal_value=0 0.00270911 -0.00809483 internal_weight=0 85.2633 8.24278 internal_count=3097 2946 151 is_linear=0 shrinkage=0.0204111 Tree=8161 num_leaves=4 num_cat=0 split_feature=4 482 0 split_gain=1.80708 1.85489 0.35835 threshold=0.51074000000000008 0.091725000000000015 -0.15202999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0453621335765657e-06 3.2882372176068198e-05 -0.0004244189994056357 0.00041952077025121898 leaf_weight=89.079459499441782 0.50339218424051102 1.5601168179400691 1.8341579878760956 leaf_count=2759 29 123 114 internal_value=0 -6.79247e-06 0.000341567 internal_weight=0 90.6396 2.33755 internal_count=3025 2882 143 is_linear=0 shrinkage=0.000400217 Tree=8162 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=2.36905 1.60741 threshold=-0.51464499999999991 0.10423500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038776355525697414 -5.4223562426638491e-05 5.5680141512372413e-05 leaf_weight=2.2644801205024114 62.478622562840428 32.217228273730143 leaf_count=27 2368 679 internal_value=0 -1.68107e-05 internal_weight=0 94.6959 internal_count=3074 3047 is_linear=0 shrinkage=0.000400217 Tree=8163 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.86328 1.87079 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019926184833978306 0.020042146153096695 -0.00021305353832837178 leaf_weight=1.8427936061016215 1.8283016550703894 90.760866356757106 leaf_count=281 25 2823 internal_value=0 0.000210638 internal_weight=0 92.5892 internal_count=3129 2848 is_linear=0 shrinkage=0.0204111 Tree=8164 num_leaves=3 num_cat=0 split_feature=1375 38 split_gain=3.03338 2.31218 threshold=-0.43271999999999994 0.11976000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00060144686395386315 1.7065171153373338e-05 -0.000463859369671353 leaf_weight=1.2117466891031643 91.647849205919556 1.5177598177106109 leaf_count=13 3088 19 internal_value=0 8.68304e-06 internal_weight=0 93.1656 internal_count=3120 3107 is_linear=0 shrinkage=0.000400217 Tree=8165 num_leaves=4 num_cat=0 split_feature=1447 49 12 split_gain=2.24188 1.92541 0.23429 threshold=-1.0000000180025095e-35 -0.14931499999999998 -0.073119999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035714722064373808 0.0096402223717609072 -0.0018743585714119477 -0.021834231066589424 leaf_weight=0.23570256400853429 6.4055135358139514 84.428502470736021 2.3409413334011324 leaf_count=12 96 2749 276 internal_value=0 -0.00105149 -0.0199663 internal_weight=0 90.834 2.57664 internal_count=3133 2845 288 is_linear=0 shrinkage=0.0204111 Tree=8166 num_leaves=4 num_cat=0 split_feature=2 51 150 split_gain=1.84418 2.92531 2.47899 threshold=0.10043500000000001 -0.09021499999999999 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0076554108908097442 0.00030140578928871363 -0.0049902906066574028 0.013780742593884818 leaf_weight=9.0030716479777748 27.996747669870729 46.611834028208705 7.0220234171429174 leaf_count=223 713 2002 154 internal_value=0 -0.00293191 0.00303961 internal_weight=0 55.6149 35.0188 internal_count=3092 2225 867 is_linear=0 shrinkage=0.0204111 Tree=8167 num_leaves=4 num_cat=0 split_feature=47 47 3 split_gain=2.1521 2.73599 1.72346 threshold=0.10783500000000001 0.08593000000000002 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.864224739122285e-06 0.0002580357987474254 -0.00024702089436510219 -6.1945056245519788e-05 leaf_weight=72.694702930744825 8.0757234816810506 8.0668250852249894 3.9646208283957085 leaf_count=2688 152 216 50 internal_value=0 -2.75599e-05 0.000153073 internal_weight=0 80.7615 12.0403 internal_count=3106 2904 202 is_linear=0 shrinkage=0.000400217 Tree=8168 num_leaves=3 num_cat=0 split_feature=9 133 split_gain=2.47676 1.64441 threshold=-1.0000000180025095e-35 -0.25351499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021424286870731578 -0.020836654420861404 0.00013675912154051487 leaf_weight=2.143445489142322 1.4730587904118682 89.322838549437165 leaf_count=91 183 2788 internal_value=0 -0.000228755 internal_weight=0 90.7959 internal_count=3062 2971 is_linear=0 shrinkage=0.0204111 Tree=8169 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=1.88282 2.96684 2.67251 threshold=1.0000000180025095e-35 0.024945000000000002 0.084175000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0084846020352667972 0.014060673466845912 0.019286805254360023 -5.6818853782499835e-05 leaf_weight=17.583476189825891 6.0313887251204497 1.6565307814016694 61.616650563409166 leaf_count=686 189 58 2169 internal_value=0 -0.00599578 0.00122303 internal_weight=0 19.24 67.648 internal_count=3102 744 2358 is_linear=0 shrinkage=0.0204111 Tree=8170 num_leaves=3 num_cat=0 split_feature=45 149 split_gain=1.53326 2.66652 threshold=-0.080134999999999984 0.10096000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019925670909687762 -0.00065338879501077095 -0.028272342663479583 leaf_weight=1.3564891815185536 90.770148606722614 1.3682720912620414 leaf_count=14 3049 28 internal_value=0 -0.00109735 internal_weight=0 92.1384 internal_count=3091 3077 is_linear=0 shrinkage=0.0204111 Tree=8171 num_leaves=4 num_cat=0 split_feature=0 48 39 split_gain=1.76758 4.32922 2.2929 threshold=-0.10726999999999999 0.12879500000000002 0.13419 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0058239352739894827 -0.002659956659462847 -0.018245776297917651 0.019582161269384796 leaf_weight=37.380762171433162 50.884457244335863 3.2864554348234369 1.8957589484052721 leaf_count=519 2500 39 33 internal_value=0 0.00383402 -0.0018213 internal_weight=0 40.6672 52.7802 internal_count=3091 558 2533 is_linear=0 shrinkage=0.0204111 Tree=8172 num_leaves=3 num_cat=0 split_feature=1374 1211 split_gain=2.02095 1.72336 threshold=-0.094679999999999986 0.082530000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015022565426572506 0.0015624247490466439 -0.019936695778659311 leaf_weight=3.2087412577820933 89.161441831396587 1.4692354826038343 leaf_count=56 2882 158 internal_value=0 0.00118973 internal_weight=0 90.6307 internal_count=3096 3040 is_linear=0 shrinkage=0.0204111 Tree=8173 num_leaves=4 num_cat=0 split_feature=158 4 16 split_gain=1.76984 2.19592 1.85836 threshold=0.084965000000000027 0.36766000000000004 -0.27157999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0062615090930447578 -0.015451709969713571 0.018635462349689144 -0.00076577356563097422 leaf_weight=20.367590721405577 5.1639548844568699 0.8279019690453423 66.787467328482762 leaf_count=317 283 57 2428 internal_value=0 -0.0104864 0.000882385 internal_weight=0 5.99186 87.1551 internal_count=3085 340 2745 is_linear=0 shrinkage=0.0204111 Tree=8174 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=2.03262 4.30992 3.769 threshold=0.0019650000000000002 -0.0015099999999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031501688623766203 0.0055455741137566874 -0.020028562576253971 -0.01682650386174088 leaf_weight=47.158190412546901 39.084872416476173 5.0106608389464773 3.3019322399632065 leaf_count=2015 903 121 54 internal_value=0 -0.00224728 0.00376305 internal_weight=0 52.1689 42.3868 internal_count=3093 2136 957 is_linear=0 shrinkage=0.0204111 Tree=8175 num_leaves=4 num_cat=0 split_feature=52 45 39 split_gain=2.56967 1.67375 1.33985 threshold=-0.27269499999999997 -1.0000000180025095e-35 0.16168500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021361024778979151 0.01970645672956875 -0.0020424947351164557 0.010302283542789762 leaf_weight=3.9854916511067122 1.3893042070849322 83.58331667205448 0.57602478563785542 leaf_count=341 25 2726 2 internal_value=0 -0.00166143 -0.0172116 internal_weight=0 84.9726 4.56152 internal_count=3094 2751 343 is_linear=0 shrinkage=0.0204111 Tree=8176 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=2.65402 3.25513 2.09278 threshold=-0.10643499999999999 -0.075754999999999975 -0.15747499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012403222159182648 -0.010788370575711373 -0.00028270739810595211 0.0073305378166473971 leaf_weight=2.4014825923986818 15.749097444856487 54.560341976348809 21.068821788956484 leaf_count=31 1514 1194 390 internal_value=0 -0.00264936 0.00526208 internal_weight=0 70.3094 23.4703 internal_count=3129 2708 421 is_linear=0 shrinkage=0.0204111 Tree=8177 num_leaves=4 num_cat=0 split_feature=43 49 11 split_gain=2.03927 3.62802 3.62199 threshold=-0.07440999999999999 0.11115500000000002 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010631322597122766 -8.9709518730644123e-05 0.00022382953729775088 -0.00037117158770768276 leaf_weight=32.165555509702244 51.128636360038399 6.5743167985515347 2.653142127863247 leaf_count=1168 1684 141 54 internal_value=0 -5.36225e-05 6.88563e-05 internal_weight=0 57.703 34.8187 internal_count=3047 1825 1222 is_linear=0 shrinkage=0.000400217 Tree=8178 num_leaves=4 num_cat=0 split_feature=133 42 40 split_gain=2.65397 3.05634 3.04224 threshold=0.084805000000000019 0.09112000000000002 -0.082239999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038740101929281886 0.012799628435115579 0.01061057717394048 -0.013688035311001216 leaf_weight=66.409366411731298 2.1143290523032183 12.396640734219543 9.8336533274732556 leaf_count=1712 76 387 889 internal_value=0 0.00135524 -0.00892543 internal_weight=0 78.806 11.948 internal_count=3064 2099 965 is_linear=0 shrinkage=0.0204111 Tree=8179 num_leaves=4 num_cat=0 split_feature=42 133 123 split_gain=2.13395 4.12309 3.06839 threshold=0.085675000000000015 0.083990000000000023 0.085195000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016574228027878232 -0.0095182353018221505 0.011708511026942824 0.017659613655424188 leaf_weight=57.863776663691169 18.244876616847254 11.415175758416806 1.8078129146379058 leaf_count=1391 1106 484 103 internal_value=0 0.000560237 -0.00698361 internal_weight=0 69.279 20.0527 internal_count=3084 1875 1209 is_linear=0 shrinkage=0.0204111 Tree=8180 num_leaves=4 num_cat=0 split_feature=150 15 376 split_gain=2.20393 2.74906 2.05477 threshold=0.075065000000000007 -0.031974999999999996 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.2442087721935676e-05 0.00019255754409533435 -0.00012954275686585386 0.00019931082967433367 leaf_weight=66.137120279646297 16.628844865492287 5.5975144961557808 5.524757366947596 leaf_count=2600 274 138 106 internal_value=0 0.000111197 -3.27526e-05 internal_weight=0 22.2264 71.6619 internal_count=3118 412 2706 is_linear=0 shrinkage=0.000400217 Tree=8181 num_leaves=4 num_cat=0 split_feature=49 43 49 split_gain=1.87885 4.1084 3.17258 threshold=-0.083659999999999984 -0.095289999999999986 -0.081554999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017327905611040837 0.022924351028487448 -0.011581840064925653 0.0013067134562634983 leaf_weight=2.4176140920935714 2.8211467599030575 10.785519891869624 79.865086094107482 leaf_count=32 26 183 2860 internal_value=0 -0.006187 0.00207428 internal_weight=0 13.2031 82.6862 internal_count=3101 215 2886 is_linear=0 shrinkage=0.0204111 Tree=8182 num_leaves=4 num_cat=0 split_feature=1456 124 483 split_gain=2.09509 1.86899 0.0353435 threshold=-1.0000000180025095e-35 0.10385500000000002 -0.45053999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.006902858409736784 -0.00054085513406389488 0.015875714836372217 -0.020832769409950231 leaf_weight=0.22728111450123867 82.718368782238031 2.8816300012986167 1.9428336944179125 leaf_count=22 2757 40 269 internal_value=0 3.18076e-05 -0.0197841 internal_weight=0 85.6 2.17011 internal_count=3088 2797 291 is_linear=0 shrinkage=0.0204111 Tree=8183 num_leaves=4 num_cat=0 split_feature=3 1456 11 split_gain=2.48217 2.0572 1.72393 threshold=-0.15490999999999996 -1.0000000180025095e-35 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030939157787390254 -0.00039220158733272863 -1.6725399460688404e-05 -6.4269537595278763e-05 leaf_weight=6.1696926582371798 2.2950039713541619 81.294239095449484 2.8373006925630762 leaf_count=68 285 2587 120 internal_value=0 -2.75452e-05 0.00019234 internal_weight=0 83.5892 9.00699 internal_count=3060 2872 188 is_linear=0 shrinkage=0.000400217 Tree=8184 num_leaves=4 num_cat=0 split_feature=52 39 4 split_gain=2.3359 2.02798 1.7146 threshold=-0.048794999999999991 0.0047850000000000011 -0.0031049999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050532292509977499 -0.0034908480056922504 0.0070630694825374535 0.0096447363351274042 leaf_weight=18.607773830121005 51.651464281628705 8.7808426293995563 15.733259626991638 leaf_count=652 1952 207 294 internal_value=0 -0.00194713 0.00471026 internal_weight=0 60.4323 34.341 internal_count=3105 2159 946 is_linear=0 shrinkage=0.0204111 Tree=8185 num_leaves=4 num_cat=0 split_feature=16 42 11 split_gain=2.02716 4.37184 1.81842 threshold=0.15990000000000001 0.10134500000000002 0.088160000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0023601323410352188 -0.012231843463320034 0.018855124560590679 -0.010804853955608852 leaf_weight=76.736362853381706 10.98145364497759 2.1666077111385666 4.5245916601779745 leaf_count=2538 435 45 75 internal_value=0 -0.00699321 0.00161325 internal_weight=0 13.1481 81.261 internal_count=3093 480 2613 is_linear=0 shrinkage=0.0204111 Tree=8186 num_leaves=4 num_cat=0 split_feature=15 16 49 split_gain=2.41176 4.02791 2.89155 threshold=0.084050000000000014 -0.24404999999999996 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01001135825506703 0.0063130011278959746 -0.017850275583035934 0.0028898120101564294 leaf_weight=7.9377758854461709 4.7031270151601348 7.0979954859949412 71.808937629363754 leaf_count=136 63 1002 1896 internal_value=0 -0.00825161 0.00159343 internal_weight=0 11.8011 79.7467 internal_count=3097 1065 2032 is_linear=0 shrinkage=0.0204111 Tree=8187 num_leaves=4 num_cat=0 split_feature=157 13 3 split_gain=2.00371 3.65395 2.11413 threshold=-0.077664999999999998 -0.021089999999999994 -0.097724999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0096001499554009273 0.0038113512548547221 0.01431707979298485 -0.0035792547100648572 leaf_weight=3.6981371912952445 22.279695974002607 8.8256788832386501 57.567038804224012 leaf_count=208 400 154 2299 internal_value=0 0.00723211 -0.0015146 internal_weight=0 12.5238 79.8467 internal_count=3061 362 2699 is_linear=0 shrinkage=0.0204111 Tree=8188 num_leaves=4 num_cat=0 split_feature=4 3 13 split_gain=2.03874 1.95406 0.104656 threshold=0.51074000000000008 -0.10643499999999999 -0.077544999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.9370182934285008e-05 0.00016207356979608184 -3.6516873505872452e-05 0.00042080067422775732 leaf_weight=22.127003470968702 0.52005646753968937 71.164225979868206 1.7378334011009418 leaf_count=381 75 2564 65 internal_value=0 -4.20642e-06 0.000371681 internal_weight=0 93.2912 2.25789 internal_count=3085 2945 140 is_linear=0 shrinkage=0.000400217 Tree=8189 num_leaves=3 num_cat=0 split_feature=1444 2 split_gain=2.01516 1.8361 threshold=-0.084559999999999982 0.097925000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022298296432644905 -0.0034191740866221631 0.0023668326347350346 leaf_weight=1.4687349446467113 53.256817738290465 39.852786431918958 leaf_count=26 2142 949 internal_value=0 -0.000942778 internal_weight=0 93.1096 internal_count=3117 3091 is_linear=0 shrinkage=0.0204111 Tree=8190 num_leaves=4 num_cat=0 split_feature=483 16 51 split_gain=1.75638 1.69156 0.0138592 threshold=0.10297500000000001 -0.0087849999999999977 0.0045000000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019268365464673244 -0.012863455292398015 0.0036823085547024259 -0.024728354267095597 leaf_weight=53.117617251205502 0.51889846670201112 38.561830095647565 0.89592231013557466 leaf_count=1969 85 1030 34 internal_value=0 0.000434073 -0.0216393 internal_weight=0 91.6794 1.41482 internal_count=3118 2999 119 is_linear=0 shrinkage=0.0204111 Tree=8191 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=1.78131 1.54161 threshold=-1.0000000180025095e-35 0.098580000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039448948661794335 1.2098675193454114e-06 -0.00044456081694775959 leaf_weight=1.7121903986262612 90.412268752726504 1.1479767344644631 leaf_count=29 3098 27 internal_value=0 -4.91533e-06 internal_weight=0 91.5602 internal_count=3154 3125 is_linear=0 shrinkage=0.000400217 Tree=8192 num_leaves=4 num_cat=0 split_feature=403 49 1 split_gain=2.152 1.88365 1.80353 threshold=-1.0000000180025095e-35 -0.006494999999999999 0.083580000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021526801553836999 -0.0038026033107301958 0.0028591153649504277 0.001111176503043379 leaf_weight=3.3018728518745766 25.144070911454037 58.882995890243819 2.5514233860376407 leaf_count=550 562 1782 177 internal_value=0 0.00086327 -0.0118234 internal_weight=0 84.0271 5.8533 internal_count=3071 2344 727 is_linear=0 shrinkage=0.0204111 Tree=8193 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=2.19981 3.63783 2.79646 threshold=-0.017574999999999997 0.084045000000000022 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010036529572986745 -0.0010184043211841837 -0.0028034652096650911 -0.021941846506383037 leaf_weight=20.603885990165054 51.053840206091081 16.455809411953851 2.6964826813928076 leaf_count=345 1452 1235 44 internal_value=0 0.00434385 -0.0021115 internal_weight=0 37.0597 53.7503 internal_count=3076 1580 1496 is_linear=0 shrinkage=0.0204111 Tree=8194 num_leaves=4 num_cat=0 split_feature=1 48 4 split_gain=3.02444 2.98335 2.50929 threshold=0.090515000000000012 0.083775000000000002 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015086405751885739 -0.00021709400118163271 7.8702664135416685e-05 9.8986796818276865e-05 leaf_weight=28.632794482203735 4.336273181528667 13.161467091085795 42.561970617727638 leaf_count=1663 133 310 953 internal_value=0 -7.85539e-05 6.93141e-05 internal_weight=0 41.7943 46.8982 internal_count=3059 1973 1086 is_linear=0 shrinkage=0.000400217 Tree=8195 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=2.32731 3.35101 threshold=-0.095439999999999983 -0.061539999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035319487171273843 0.00013613032485300204 -2.5419607244442096e-05 leaf_weight=2.5117064831429152 30.926376058974711 60.875968006558196 leaf_count=50 862 2155 internal_value=0 2.91029e-05 internal_weight=0 91.8023 internal_count=3067 3017 is_linear=0 shrinkage=0.000400217 Tree=8196 num_leaves=3 num_cat=0 split_feature=1375 403 split_gain=1.75255 1.7158 threshold=-0.43271999999999994 0.090530000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046335536532105985 4.3526960652643686e-05 -0.00028796786215510802 leaf_weight=1.0373397382827523 87.316551689238167 2.4638910647026924 leaf_count=11 2821 253 internal_value=0 3.40822e-05 internal_weight=0 89.7804 internal_count=3085 3074 is_linear=0 shrinkage=0.000400217 Tree=8197 num_leaves=4 num_cat=0 split_feature=52 16 15 split_gain=2.10988 3.00384 2.15242 threshold=-0.048794999999999991 -0.1143 0.050935000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010337999259808027 3.9442448962513121e-05 -0.0001425705166255693 -0.0002279162575359391 leaf_weight=32.093254141200305 28.674157881207066 29.237658072718204 3.3749890072322151 leaf_count=832 580 1570 119 internal_value=0 -5.25473e-05 7.12374e-05 internal_weight=0 57.9118 35.4682 internal_count=3101 2150 951 is_linear=0 shrinkage=0.000400217 Tree=8198 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=2.1284 3.43472 3.30549 threshold=-0.25766499999999998 -0.19153499999999998 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018500748121409435 -0.021741983738434556 0.00035494928878643879 -0.015415381976052127 leaf_weight=5.4444159568156456 2.9227067663960034 85.388745594018019 1.4339010715484617 leaf_count=222 88 2743 20 internal_value=0 -0.000402964 0.0112967 internal_weight=0 88.3115 6.87832 internal_count=3073 2831 242 is_linear=0 shrinkage=0.0204111 Tree=8199 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=1.48962 1.63367 threshold=-1.0000000180025095e-35 0.098580000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038790752377930698 -1.8378257956574832e-05 -0.00047168534946937033 leaf_weight=1.3102592913783144 87.946792211379943 1.1804887611324364 leaf_count=18 2987 29 internal_value=0 -2.49666e-05 internal_weight=0 89.1273 internal_count=3034 3016 is_linear=0 shrinkage=0.000400217 Tree=8200 num_leaves=3 num_cat=0 split_feature=31 52 split_gain=1.99822 1.68188 threshold=-1.0000000180025095e-35 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040500176304643365 -0.00038846097070470588 -8.2444116869550132e-06 leaf_weight=1.7289920158800658 1.7909916838289053 90.185091045383615 leaf_count=95 293 2742 internal_value=0 -1.61114e-05 internal_weight=0 91.9761 internal_count=3130 3035 is_linear=0 shrinkage=0.000400217 Tree=8201 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=1.77682 1.7557 threshold=-0.52337999999999985 -0.24354499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017611895939304057 -0.021023276732142937 4.4381671972339074e-05 leaf_weight=2.243435089767444 1.5669110993353559 89.510163687792556 leaf_count=24 196 2824 internal_value=0 -0.00034344 internal_weight=0 91.0771 internal_count=3044 3020 is_linear=0 shrinkage=0.0204111 Tree=8202 num_leaves=4 num_cat=0 split_feature=403 160 13 split_gain=2.09869 2.00153 0.239427 threshold=0.090530000000000013 -0.20907999999999996 -0.123625 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027853036377956043 2.7894237637325265e-05 1.8080347847192002e-05 -0.00040612159730334942 leaf_weight=3.6949967294194712 0.20845361836836707 85.041884376882081 2.1538841419860537 leaf_count=319 23 2497 245 internal_value=0 5.39406e-06 -0.000368295 internal_weight=0 88.7369 2.36234 internal_count=3084 2816 268 is_linear=0 shrinkage=0.000400217 Tree=8203 num_leaves=3 num_cat=0 split_feature=13 14 split_gain=1.82297 1.74763 threshold=-0.5318799999999998 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015922079542293677 0.0013762241800450564 -0.017050041783048565 leaf_weight=2.6416500526829614 89.081383302749146 2.085562330996253 leaf_count=37 2955 105 internal_value=0 0.000934302 internal_weight=0 91.1669 internal_count=3097 3060 is_linear=0 shrinkage=0.0204111 Tree=8204 num_leaves=3 num_cat=0 split_feature=33 133 split_gain=1.81955 1.83334 threshold=-1.0000000180025095e-35 0.099280000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043420530734667693 2.5461710910334824e-05 -0.00024527214236581385 leaf_weight=1.3687914641341183 87.025221655452242 4.0877511486542053 leaf_count=38 2581 469 internal_value=0 1.30292e-05 internal_weight=0 91.113 internal_count=3088 3050 is_linear=0 shrinkage=0.000400217 Tree=8205 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=2.12791 2.92646 threshold=1.0000000180025095e-35 0.17769000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011602955790919029 -0.01998922707438101 0.014315878631033816 leaf_weight=85.212282831199445 2.2189343958743839 5.3013569034883394 leaf_count=2889 53 139 internal_value=0 -0.000237293 internal_weight=0 90.5136 internal_count=3081 3028 is_linear=0 shrinkage=0.0204111 Tree=8206 num_leaves=4 num_cat=0 split_feature=13 13 1447 split_gain=2.04745 5.81488 3.17453 threshold=-0.083499999999999977 -0.084169999999999981 -0.086009999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010157060379664216 0.021959137222005137 0.032661587073938549 -0.0035293844833711027 leaf_weight=27.257677755156241 1.9964136209873675 2.543541698376429 60.025260706548579 leaf_count=899 45 49 2090 internal_value=0 0.00382884 -0.00267084 internal_weight=0 29.8012 62.0217 internal_count=3083 948 2135 is_linear=0 shrinkage=0.0204111 Tree=8207 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.70668 2.2497 threshold=-0.14941999999999997 -0.079274999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014589692963859809 -0.018283084565159074 0.00028195501843383862 leaf_weight=3.2155108151418963 2.6946583441022076 87.368016531851481 leaf_count=45 154 2894 internal_value=0 -0.000295519 internal_weight=0 90.0627 internal_count=3093 3048 is_linear=0 shrinkage=0.0204111 Tree=8208 num_leaves=4 num_cat=0 split_feature=128 39 2 split_gain=2.1344 2.13923 0.503962 threshold=1.0000000180025095e-35 0.0047850000000000011 0.11431500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1274129742852395e-05 -0.00042955030421482104 0.00016003179633316693 1.5349177396459554e-05 leaf_weight=78.70492580653854 2.0855297626890201 13.595964484746217 0.49147017777431745 leaf_count=2522 212 349 23 internal_value=0 1.41226e-05 -0.000347596 internal_weight=0 92.3009 2.577 internal_count=3106 2871 235 is_linear=0 shrinkage=0.000400217 Tree=8209 num_leaves=3 num_cat=0 split_feature=51 151 split_gain=1.85865 1.75764 threshold=-0.40548499999999993 -0.52342999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040126515366099966 -0.00043963009272139875 2.4598269426761623e-05 leaf_weight=1.6103413280234224 1.2128226597178571 94.610392533955292 leaf_count=112 45 2940 internal_value=0 1.82163e-05 internal_weight=0 95.8232 internal_count=3097 2985 is_linear=0 shrinkage=0.000400217 Tree=8210 num_leaves=4 num_cat=0 split_feature=12 3 12 split_gain=2.20939 2.49176 1.97968 threshold=0.10042000000000002 -0.13392999999999997 0.097345000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037843108520146024 0.0052477449636318856 -0.017939957518840425 0.013527899692418863 leaf_weight=72.3706501500169 2.9224231400839926 5.3478801322162308 4.9951112700218792 leaf_count=2503 58 363 111 internal_value=0 -0.00978562 0.00124575 internal_weight=0 8.2703 77.3658 internal_count=3035 421 2614 is_linear=0 shrinkage=0.0204111 Tree=8211 num_leaves=4 num_cat=0 split_feature=1 3 151 split_gain=2.90907 2.62929 2.19012 threshold=0.094405000000000003 -0.11550499999999998 -0.29526499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0052455346096115648 -0.017862569572328315 -0.0054662488679741881 0.0055515719755787089 leaf_weight=12.555260693210583 1.6336697121150781 38.768915912093235 37.658364738170349 leaf_count=182 28 1955 909 internal_value=0 -0.00284015 0.00453008 internal_weight=0 51.3242 39.292 internal_count=3074 2137 937 is_linear=0 shrinkage=0.0204111 Tree=8212 num_leaves=4 num_cat=0 split_feature=43 48 43 split_gain=1.99598 3.17608 2.39449 threshold=-0.07440999999999999 0.086185000000000012 -0.078969999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020508983354110772 0.0014228823887269359 -0.0088878015574348698 0.015849154150108964 leaf_weight=29.977840588471736 42.591741013970477 17.459860094386386 6.2495676585967876 leaf_count=1074 1571 298 166 internal_value=0 -0.00158589 0.00447273 internal_weight=0 60.0516 36.2274 internal_count=3109 1869 1240 is_linear=0 shrinkage=0.0204111 Tree=8213 num_leaves=3 num_cat=0 split_feature=38 42 split_gain=1.89796 1.84906 threshold=0.10208000000000002 -0.108275 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012370970758809715 -0.015593924443042648 0.0023879154847898068 leaf_weight=3.5751368818191613 2.5812621705808843 87.480804048212576 leaf_count=189 45 2829 internal_value=0 0.00179395 internal_weight=0 91.0559 internal_count=3063 3018 is_linear=0 shrinkage=0.0204111 Tree=8214 num_leaves=4 num_cat=0 split_feature=43 457 376 split_gain=1.72451 2.72898 2.52838 threshold=-0.07440999999999999 0.082870000000000013 0.084595000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010402799340985982 -7.8546642797343338e-05 0.00013551815095051709 -0.00032282722997268313 leaf_weight=32.954936680773244 47.825872254871683 11.801608825848232 2.2748814771985044 leaf_count=1162 1731 156 63 internal_value=0 -3.60039e-05 7.55294e-05 internal_weight=0 59.6275 35.2298 internal_count=3112 1887 1225 is_linear=0 shrinkage=0.000400217 Tree=8215 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=1.63357 2.62484 threshold=-0.50992999999999988 0.084805000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013252889150077461 0.00099699467915945563 -0.0081214929027251387 leaf_weight=3.5388500728877252 71.330157923488514 16.008388034498239 leaf_count=43 2050 977 internal_value=0 -0.000682602 internal_weight=0 87.3385 internal_count=3070 3027 is_linear=0 shrinkage=0.0204111 Tree=8216 num_leaves=4 num_cat=0 split_feature=42 133 132 split_gain=4.12898 2.07493 0.735111 threshold=-0.094924999999999995 0.10599500000000002 0.081055000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024417592954361626 0.0012334129857940741 -0.015630326823234238 -0.0027070577015706502 leaf_weight=3.2325738225945306 84.514031487535249 3.0411285964119079 0.84384171931742447 leaf_count=217 2428 411 34 internal_value=0 0.000628455 -0.0201159 internal_weight=0 87.5552 4.07642 internal_count=3090 2839 251 is_linear=0 shrinkage=0.0204111 Tree=8217 num_leaves=4 num_cat=0 split_feature=1213 14 475 split_gain=2.53123 2.30773 0.841752 threshold=-1.0000000180025095e-35 0.073890000000000011 -0.084944999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013441963826654937 0.0011433959044919884 -0.023062034865255123 -0.020956188595032562 leaf_weight=0.2534780255518857 85.398840428310905 1.5611650155242376 2.8459659556338002 leaf_count=4 2540 88 458 internal_value=0 0.000679746 -0.0177725 internal_weight=0 86.96 3.09944 internal_count=3090 2628 462 is_linear=0 shrinkage=0.0204111 Tree=8218 num_leaves=4 num_cat=0 split_feature=43 11 457 split_gain=2.22177 2.90813 2.5949 threshold=-0.07440999999999999 0.087830000000000005 -0.23052999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.0459084314904067e-05 0.00041372694345301461 -0.00039052850801666157 -8.318663474830932e-05 leaf_weight=31.632116394277546 1.6246136349509459 2.0398121218713632 57.067929695754628 leaf_count=1185 17 35 1848 internal_value=0 6.01236e-05 -6.86705e-05 internal_weight=0 33.6719 58.6925 internal_count=3085 1220 1865 is_linear=0 shrinkage=0.000400217 Tree=8219 num_leaves=4 num_cat=0 split_feature=43 13 15 split_gain=1.59638 1.67985 0.313708 threshold=0.25537500000000007 -0.09194999999999999 -0.23798499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011009763925946252 3.0936668641970408e-05 -2.0760155494378005e-05 -0.00044597463406235093 leaf_weight=20.045298033786821 0.24254104297142465 71.168163780658688 1.3947961138919698 leaf_count=403 12 2497 172 internal_value=0 8.0972e-06 -0.000377871 internal_weight=0 91.2135 1.63734 internal_count=3084 2900 184 is_linear=0 shrinkage=0.000400217 Tree=8220 num_leaves=3 num_cat=0 split_feature=1374 33 split_gain=1.57899 1.5856 threshold=0.090240000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00032806239153413606 -0.00032095156728592064 1.9964509873427252e-05 leaf_weight=2.0328710055910042 2.2220696721378763 93.810500316772504 leaf_count=42 64 2989 internal_value=0 1.22085e-05 internal_weight=0 95.8434 internal_count=3095 3031 is_linear=0 shrinkage=0.000400217 Tree=8221 num_leaves=4 num_cat=0 split_feature=2 51 159 split_gain=2.56761 2.91984 1.95534 threshold=0.10274500000000002 -0.09021499999999999 0.087360000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013533182720697274 2.7604328394787511e-05 -0.00011146112754275246 0.00030096788813758368 leaf_weight=9.0533791701600403 28.018826923264442 47.58926408472098 4.8226364582969827 leaf_count=229 652 2011 172 internal_value=0 -7.18262e-05 6.86329e-05 internal_weight=0 56.6426 32.8415 internal_count=3064 2240 824 is_linear=0 shrinkage=0.000400217 Tree=8222 num_leaves=3 num_cat=0 split_feature=51 155 split_gain=1.72603 1.60833 threshold=-0.40548499999999993 0.098655000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004000399769663329 1.4767053582625354e-05 -0.00040529310559488541 leaf_weight=1.5812486214235821 88.21013592645204 1.3725872329368929 leaf_count=107 2806 155 internal_value=0 7.83299e-06 internal_weight=0 89.5827 internal_count=3068 2961 is_linear=0 shrinkage=0.000400217 Tree=8223 num_leaves=4 num_cat=0 split_feature=52 48 15 split_gain=2.72522 3.68844 2.00061 threshold=-0.048794999999999991 -0.032929999999999994 0.043560000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.005165990791607615 0.010333126763321029 -0.0059157252103095538 -0.011471096568937128 leaf_weight=29.777626612853055 6.5275992425158611 47.476798390143813 3.2426854128243567 leaf_count=816 104 2059 115 internal_value=0 -0.00393438 0.00349894 internal_weight=0 54.0044 33.0203 internal_count=3094 2163 931 is_linear=0 shrinkage=0.0204111 Tree=8224 num_leaves=4 num_cat=0 split_feature=11 2 4 split_gain=2.62017 2.13532 1.33847 threshold=0.077330000000000024 0.12173500000000002 0.24814500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0843591687119521e-05 -0.020846966438724798 0.0095972500355950563 -0.0028809809870929239 leaf_weight=76.098076267531724 3.3340315213863496 10.921779802041781 3.5482980119995773 leaf_count=2578 170 311 46 internal_value=0 0.00120584 -0.0117787 internal_weight=0 87.0199 6.88233 internal_count=3105 2889 216 is_linear=0 shrinkage=0.0204111 Tree=8225 num_leaves=4 num_cat=0 split_feature=1456 156 483 split_gain=2.39857 1.93837 0.0125831 threshold=-1.0000000180025095e-35 0.091280000000000014 -0.23056499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0088015604232090858 0.001997691268181943 -0.011248159492521176 -0.020870753780201388 leaf_weight=0.2751503218787551 84.262156235185103 4.7574303675373804 1.9087803759616679 leaf_count=23 2575 260 261 internal_value=0 0.00127656 -0.0198536 internal_weight=0 89.0196 2.18393 internal_count=3119 2835 284 is_linear=0 shrinkage=0.0204111 Tree=8226 num_leaves=4 num_cat=0 split_feature=49 13 15 split_gain=1.77595 4.35792 2.91213 threshold=-0.085934999999999984 0.077550000000000022 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027489774970935088 2.8017191210497329e-05 0.00032642129557097066 -0.00047517884740487932 leaf_weight=9.1352961186857993 82.223966678150191 2.3389106112881555 1.77248373911243 leaf_count=172 2683 24 227 internal_value=0 -0.000150354 1.67804e-05 internal_weight=0 11.4742 83.9965 internal_count=3106 196 2910 is_linear=0 shrinkage=0.000400217 Tree=8227 num_leaves=4 num_cat=0 split_feature=42 49 132 split_gain=2.79936 2.12657 0.583136 threshold=-0.094924999999999995 0.11115500000000002 0.081055000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021641313553066723 -0.0014713094678383244 0.0097917602088904692 -0.0038629429999667204 leaf_weight=3.126210746425385 76.133344280068741 7.5763648207766883 1.0811528167323556 leaf_count=218 2623 208 38 internal_value=0 -0.000440198 -0.0172914 internal_weight=0 83.7097 4.20736 internal_count=3087 2831 256 is_linear=0 shrinkage=0.0204111 Tree=8228 num_leaves=4 num_cat=0 split_feature=474 1375 475 split_gain=1.54463 2.92132 0.074728 threshold=-1.0000000180025095e-35 -0.43271999999999994 -0.42151499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018505105699028143 -0.00059372674642069005 3.1446353427681574e-05 -0.00053168742376627682 leaf_weight=0.30639334378065541 1.1012878700275894 91.303798136104888 0.68108615938035555 leaf_count=29 11 2968 85 internal_value=0 2.3286e-05 -0.000453933 internal_weight=0 92.4051 0.98748 internal_count=3093 2979 114 is_linear=0 shrinkage=0.000400217 Tree=8229 num_leaves=4 num_cat=0 split_feature=43 42 15 split_gain=2.0147 1.76045 0.0796166 threshold=0.25537500000000007 0.09832500000000001 -0.14601999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9434615382750132e-05 -0.00017116486093654709 0.00016857118437618108 -0.00046624923764176235 leaf_weight=83.080069576290043 0.35769440604781255 7.7613429586326665 1.492732705423349 leaf_count=2559 31 374 144 internal_value=0 -1.23306e-05 -0.000422229 internal_weight=0 90.8414 1.85043 internal_count=3108 2933 175 is_linear=0 shrinkage=0.000400217 Tree=8230 num_leaves=4 num_cat=0 split_feature=3 47 0 split_gain=1.90599 2.33866 2.31318 threshold=0.14180000000000004 0.11764000000000001 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6463119539601221e-05 -9.9131933811417972e-05 -0.00030257773206867077 0.00030561132217796509 leaf_weight=77.700015364755927 3.54001363687712 4.7515935859009906 5.9428055106545781 leaf_count=2783 88 106 99 internal_value=0 -3.33396e-05 0.000155124 internal_weight=0 82.4516 9.48282 internal_count=3076 2889 187 is_linear=0 shrinkage=0.000400217 Tree=8231 num_leaves=4 num_cat=0 split_feature=16 16 0 split_gain=2.03001 3.5351 2.34271 threshold=-0.068989999999999982 -0.0088849999999999988 -0.1171 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020327010774428148 -0.014090510703085198 -0.00031612572889237511 0.0070738025860587143 leaf_weight=22.19906803133199 9.7287115052813515 36.777989772014735 24.843598906282523 leaf_count=336 491 1079 1213 internal_value=0 -0.0032245 0.00278189 internal_weight=0 46.5067 47.0427 internal_count=3119 1570 1549 is_linear=0 shrinkage=0.0204111 Tree=8232 num_leaves=4 num_cat=0 split_feature=480 0 2 split_gain=1.90128 1.41303 0.192302 threshold=0.086640000000000009 -0.10726999999999999 0.11662500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.1542061875509288e-05 -0.00042487134828572069 -3.0462636287035465e-05 -9.0684757008547916e-05 leaf_weight=36.321846024768092 1.6666292010577302 53.875915348144645 0.41096663373537001 leaf_count=521 172 2394 26 internal_value=0 1.06515e-05 -0.000366784 internal_weight=0 90.1978 2.0776 internal_count=3113 2915 198 is_linear=0 shrinkage=0.000400217 Tree=8233 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=2.44852 5.0653 2.17269 threshold=0.088975000000000012 -0.083954999999999988 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000112644620416135 -0.0002041342805610066 -0.00017892849376704558 8.7672063756267827e-05 leaf_weight=15.239691654051056 4.3681518613266226 25.155452386315119 47.135521669279115 leaf_count=456 131 1433 1103 internal_value=0 -6.89207e-05 6.25341e-05 internal_weight=0 40.3951 51.5037 internal_count=3123 1889 1234 is_linear=0 shrinkage=0.000400217 Tree=8234 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=1.74241 1.74307 threshold=-0.51586999999999994 0.09450500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019716614976327082 -0.0012468739072842396 0.0044870952851067073 leaf_weight=1.5633122447889025 49.760457976948373 39.55059602653273 leaf_count=229 2016 853 internal_value=0 0.0012948 internal_weight=0 89.3111 internal_count=3098 2869 is_linear=0 shrinkage=0.0204111 Tree=8235 num_leaves=3 num_cat=0 split_feature=33 42 split_gain=2.13072 1.71473 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020196453824829819 -0.0063987005355477739 0.0019606583158669616 leaf_weight=1.9294021542882536 11.61806186308422 79.540537025025515 leaf_count=46 845 2261 internal_value=0 0.000888725 internal_weight=0 91.1586 internal_count=3152 3106 is_linear=0 shrinkage=0.0204111 Tree=8236 num_leaves=4 num_cat=0 split_feature=3 47 49 split_gain=2.13414 3.70165 2.48789 threshold=-0.10643499999999999 0.088995000000000005 -0.067929999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036770753124970291 1.3878141326873894e-05 -0.00022275782500369925 4.2009491404481333e-05 leaf_weight=4.605507958676756 54.071204932164619 13.05124196917677 18.630235735041424 leaf_count=34 2327 336 369 internal_value=0 -3.24275e-05 0.000108019 internal_weight=0 67.1224 23.2357 internal_count=3066 2663 403 is_linear=0 shrinkage=0.000400217 Tree=8237 num_leaves=4 num_cat=0 split_feature=13 52 13 split_gain=2.00299 5.30682 2.99381 threshold=-0.09194999999999999 0.10178500000000001 -0.086589999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0094381239209943672 -0.022772029835927431 -0.021287561682480628 -0.00054237733480456149 leaf_weight=19.089557792176496 2.5108015150217389 2.5601997516241672 67.221211402461449 leaf_count=368 232 100 2376 internal_value=0 0.00571381 -0.00137801 internal_weight=0 21.6498 69.732 internal_count=3076 468 2608 is_linear=0 shrinkage=0.0204111 Tree=8238 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.79745 1.45693 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019769988029688417 0.026901617242190562 0.00041470768684457563 leaf_weight=1.7165680250982394 0.76162965688854356 90.470956344884826 leaf_count=274 3 2845 internal_value=0 0.000668531 internal_weight=0 91.2326 internal_count=3122 2848 is_linear=0 shrinkage=0.0204111 Tree=8239 num_leaves=4 num_cat=0 split_feature=401 11 15 split_gain=1.58344 1.67489 0.539348 threshold=0.087020000000000014 0.088315000000000018 -0.23798499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8618089428722676e-05 0.00024415252101746878 -0.00021294056057621818 -0.00038448241072078161 leaf_weight=88.744283529305449 0.16980489043635349 4.3411589552779324 1.8559191167878442 leaf_count=2764 23 105 217 internal_value=0 2.66446e-05 -0.000321759 internal_weight=0 93.0854 2.02572 internal_count=3109 2869 240 is_linear=0 shrinkage=0.000400217 Tree=8240 num_leaves=3 num_cat=0 split_feature=31 47 split_gain=1.61522 1.81288 threshold=-1.0000000180025095e-35 0.086425000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040685624965919266 4.0354258578937939e-05 -9.9490931528560544e-05 leaf_weight=1.5883486993698159 76.511741421029456 18.306237843698909 leaf_count=84 2646 391 internal_value=0 1.32692e-05 internal_weight=0 94.818 internal_count=3121 3037 is_linear=0 shrinkage=0.000400217 Tree=8241 num_leaves=4 num_cat=0 split_feature=1447 39 123 split_gain=2.43346 1.49599 1.32425 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.083935000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044311320413159051 -0.00021332796828391859 3.4910270488460809e-05 0.00028295174392178017 leaf_weight=2.5525255388283763 3.9592991796089327 87.027596037984495 0.39496893802424882 leaf_count=278 66 2724 12 internal_value=0 2.38593e-05 -0.000339025 internal_weight=0 90.9869 2.94749 internal_count=3080 2790 290 is_linear=0 shrinkage=0.000400217 Tree=8242 num_leaves=4 num_cat=0 split_feature=42 156 159 split_gain=2.02622 3.02718 1.86021 threshold=-1.0000000180025095e-35 0.050840000000000003 0.10107000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025075702324260586 5.8068843491873584e-05 0.00022398566661526671 -0.0001816277805481123 leaf_weight=8.8334522807663216 73.370615687349982 2.7367558508176435 5.4716046034836827 leaf_count=771 1995 71 265 internal_value=0 -0.000137393 4.12001e-05 internal_weight=0 11.5702 78.8422 internal_count=3102 842 2260 is_linear=0 shrinkage=0.000400217 Tree=8243 num_leaves=3 num_cat=0 split_feature=13 484 split_gain=1.59204 1.5618 threshold=-0.5318799999999998 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00024637698633860804 -0.00015657396159068993 5.5065032846116135e-05 leaf_weight=3.0786793278239193 5.8681702637550179 85.408843718139451 leaf_count=42 482 2538 internal_value=0 4.12837e-05 internal_weight=0 91.277 internal_count=3062 3020 is_linear=0 shrinkage=0.000400217 Tree=8244 num_leaves=4 num_cat=0 split_feature=484 1444 150 split_gain=2.25456 2.07189 1.51228 threshold=-0.0048899999999999994 -0.083574999999999997 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017081265989927718 0.025340680723034699 0.00072548525046621363 0.014778506018976758 leaf_weight=4.3657659786076684 1.3369392814347509 85.645854070119185 0.63261165376752604 leaf_count=467 12 2620 15 internal_value=0 0.00113592 -0.0128135 internal_weight=0 86.9828 4.99838 internal_count=3114 2632 482 is_linear=0 shrinkage=0.0204111 Tree=8245 num_leaves=4 num_cat=0 split_feature=1 16 16 split_gain=1.7153 2.20241 0.97319 threshold=0.13662500000000002 -0.008454999999999999 -0.061024999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025726550375531464 0.020990696321861711 0.0040418756839751295 0.0034886118351974671 leaf_weight=51.790308543695119 2.4794717031763867 35.079125305248454 2.8159371537185498 leaf_count=1884 111 1014 64 internal_value=0 0.000100152 0.0119486 internal_weight=0 86.8694 5.29541 internal_count=3073 2898 175 is_linear=0 shrinkage=0.0204111 Tree=8246 num_leaves=4 num_cat=0 split_feature=2 2 2 split_gain=2.37318 3.37132 2.73437 threshold=0.086635000000000004 0.084995000000000015 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.640759579377117e-05 0.00046263955056295377 -0.00046004662388191047 3.5690133727252686e-05 leaf_weight=27.036019544618288 2.4006776776714096 3.2774335830890768 55.746066179741774 leaf_count=1054 35 213 1766 internal_value=0 -8.37351e-05 5.41727e-05 internal_weight=0 30.3135 58.1467 internal_count=3068 1267 1801 is_linear=0 shrinkage=0.000400217 Tree=8247 num_leaves=4 num_cat=0 split_feature=484 160 160 split_gain=2.56347 1.9242 1.25133 threshold=-0.0048899999999999994 -0.40187499999999993 0.51348500000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032291965038749393 -0.00041238543556104982 3.9774809226726666e-05 0.0002365926567989248 leaf_weight=4.6810769019484715 1.4223553803731181 87.996528476413005 0.65646904913955939 leaf_count=436 247 2360 44 internal_value=0 3.20757e-05 -0.000250658 internal_weight=0 89.4189 5.33755 internal_count=3087 2607 480 is_linear=0 shrinkage=0.000400217 Tree=8248 num_leaves=4 num_cat=0 split_feature=157 13 49 split_gain=1.71465 3.22364 2.23372 threshold=-0.077834999999999988 -0.021089999999999994 -0.21083999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0098564018488368436 0.010494991051250362 0.012964236741037933 -0.0037679153464970482 leaf_weight=3.7388071097775537 4.7694718338861994 7.7551321300520595 73.818238555043536 leaf_count=209 54 144 2669 internal_value=0 0.00551755 -0.0028886 internal_weight=0 11.4939 78.5877 internal_count=3076 353 2723 is_linear=0 shrinkage=0.0204111 Tree=8249 num_leaves=4 num_cat=0 split_feature=43 401 2 split_gain=1.63347 1.57962 0.121415 threshold=0.25035000000000007 0.087020000000000014 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1851084106362082e-06 -0.00044595491385222689 -0.0003324143307375341 -0.00012964235113493744 leaf_weight=90.641335921345672 1.300842387916872 2.1498920749145318 0.36090864272773604 leaf_count=2691 160 247 23 internal_value=0 -2.05112e-06 -0.000389777 internal_weight=0 92.7912 1.66175 internal_count=3121 2938 183 is_linear=0 shrinkage=0.000400217 Tree=8250 num_leaves=4 num_cat=0 split_feature=4 16 49 split_gain=1.80601 3.16787 2.16378 threshold=0.27150500000000005 -0.35377499999999995 0.27772500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015958200351273273 0.0080743233906339293 -0.0011967633920543772 -0.015979825257644922 leaf_weight=6.5171821263429583 13.179557252959055 70.458902670869975 1.659782857634126 leaf_count=135 348 2624 26 internal_value=0 -0.0024679 0.00528434 internal_weight=0 76.9761 14.8393 internal_count=3133 2759 374 is_linear=0 shrinkage=0.0204111 Tree=8251 num_leaves=4 num_cat=0 split_feature=43 11 376 split_gain=1.9578 2.87065 2.45174 threshold=-0.060849999999999994 0.081005000000000008 0.08672500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0061499405248797521 -0.0022232610676811665 -0.017909477433859403 0.018077706427125459 leaf_weight=33.505482391403802 57.485095786488728 2.0941777765146972 2.4784320815233505 leaf_count=1382 1673 52 32 internal_value=0 0.00468291 -0.00135205 internal_weight=0 35.5997 59.9635 internal_count=3139 1434 1705 is_linear=0 shrinkage=0.0204111 Tree=8252 num_leaves=3 num_cat=0 split_feature=47 401 split_gain=1.86311 1.70193 threshold=0.13206500000000002 0.083100000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021535154148550999 -0.01265125909517475 -0.015473063161045976 leaf_weight=87.573499602528955 3.8242106004981897 2.2322293421311761 leaf_count=2754 63 269 internal_value=0 0.00169666 internal_weight=0 89.8057 internal_count=3086 3023 is_linear=0 shrinkage=0.0204111 Tree=8253 num_leaves=4 num_cat=0 split_feature=2 2 1 split_gain=2.03654 3.04712 2.33472 threshold=0.083110000000000017 0.084045000000000022 0.095220000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024562968420345846 0.00046945181896411529 3.3168204635679426e-05 8.3150178455817552e-06 leaf_weight=8.9346344758760115 2.5565424619699106 66.434002814067753 16.133934990597481 leaf_count=453 88 2156 402 internal_value=0 5.00698e-05 -8.28826e-05 internal_weight=0 68.9905 25.0686 internal_count=3099 2244 855 is_linear=0 shrinkage=0.000400217 Tree=8254 num_leaves=4 num_cat=0 split_feature=15 151 40 split_gain=1.9754 1.77264 1.3821 threshold=0.10347000000000002 -0.52342999999999995 -0.027374999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042803091399271239 0.00028806682629235731 3.2068896722589424e-05 -0.00037617276696957962 leaf_weight=1.2502711454853841 0.51120603131130371 88.356732341362658 3.0407759306162907 leaf_count=53 22 2779 259 internal_value=0 2.5123e-05 -0.000274693 internal_weight=0 89.607 3.55198 internal_count=3113 2832 281 is_linear=0 shrinkage=0.000400217 Tree=8255 num_leaves=4 num_cat=0 split_feature=0 14 3 split_gain=1.94369 3.05299 2.82188 threshold=-0.10726999999999999 -0.13131999999999996 0.14029000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016362135925912749 -0.0058095826619709032 0.0040126391179638688 0.008693427423630478 leaf_weight=3.2535312911059 43.312320671559064 34.238995055304258 6.313899166241753 leaf_count=54 2419 495 94 internal_value=0 0.0022011 -0.00394896 internal_weight=0 37.4925 49.6262 internal_count=3062 549 2513 is_linear=0 shrinkage=0.0204111 Tree=8256 num_leaves=4 num_cat=0 split_feature=130 453 3 split_gain=1.84654 1.84779 1.21882 threshold=0.079100000000000018 0.10097500000000002 0.0055300000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4892166207987732e-05 -0.00040541352257621876 -0.00041690537182774862 0.00032234841367670267 leaf_weight=88.913434861233327 2.3435768702506716 1.3624291419400822 0.34767922066384915 leaf_count=2703 354 20 7 internal_value=0 2.75657e-05 -0.000302275 internal_weight=0 90.2759 2.69126 internal_count=3084 2723 361 is_linear=0 shrinkage=0.000400217 Tree=8257 num_leaves=4 num_cat=0 split_feature=42 0 159 split_gain=2.08082 3.74907 2.04616 threshold=-1.0000000180025095e-35 -0.016814999999999997 0.10908500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016044774619768574 0.0016992554718711994 0.0097756375413042881 -0.015402047740091518 leaf_weight=7.7303823394395295 77.088514375213435 3.2525692692142893 2.9177027370178612 leaf_count=809 2087 43 174 internal_value=0 -0.00837665 0.00105494 internal_weight=0 10.983 80.0062 internal_count=3113 852 2261 is_linear=0 shrinkage=0.0204111 Tree=8258 num_leaves=4 num_cat=0 split_feature=13 13 16 split_gain=2.07017 3.67434 2.16059 threshold=-0.09194999999999999 -0.084044999999999995 0.22610000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013378061710997484 -0.00037828101838340965 -1.6171792379926604e-05 -0.00027107609636006422 leaf_weight=21.744159117577514 4.7049245644338944 66.01308132752547 2.2326868257368906 leaf_count=439 457 2185 33 internal_value=0 -4.08231e-05 9.49962e-05 internal_weight=0 70.718 23.9768 internal_count=3114 2642 472 is_linear=0 shrinkage=0.000400217 Tree=8259 num_leaves=4 num_cat=0 split_feature=4 16 453 split_gain=2.51611 4.87308 2.69793 threshold=0.27150500000000005 -0.35377499999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036059489891539058 0.0002335124550679848 1.3325691015499098e-05 -0.00027096129604157847 leaf_weight=5.9364086366549591 12.473587115724511 72.414434173136215 1.8670336017385114 leaf_count=136 347 2612 19 internal_value=0 -1.54793e-05 0.000166244 internal_weight=0 78.3508 14.3406 internal_count=3114 2748 366 is_linear=0 shrinkage=0.000400217 Tree=8260 num_leaves=3 num_cat=0 split_feature=1375 480 split_gain=2.359 1.83898 threshold=-0.43271999999999994 0.08456000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049942387777455403 1.2089156735465248e-05 -0.00037834914101803876 leaf_weight=1.4095321239601606 85.173393040409337 1.8650869807624975 leaf_count=17 2823 225 internal_value=0 3.24739e-06 internal_weight=0 87.0385 internal_count=3065 3048 is_linear=0 shrinkage=0.000400217 Tree=8261 num_leaves=4 num_cat=0 split_feature=3 1447 15 split_gain=2.42993 2.22639 1.14162 threshold=0.17769000000000004 -1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019446519022366836 -0.0021021163573897526 -0.00063017141435265669 0.01667892690246521 leaf_weight=2.598250052462844 1.831142395356437 78.83780028340243 4.7689528587798113 leaf_count=287 73 2623 80 internal_value=0 -0.00125639 0.0115201 internal_weight=0 81.4361 6.6001 internal_count=3063 2910 153 is_linear=0 shrinkage=0.0204111 Tree=8262 num_leaves=4 num_cat=0 split_feature=11 14 48 split_gain=1.90077 2.19494 1.39133 threshold=0.088315000000000018 0.073890000000000011 0.081520000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3135870472103334e-05 -4.8681382183245206e-05 -0.00035598110837018441 -0.00049904263129786706 leaf_weight=87.484207013541891 2.5936359767074455 2.2736281629840951 1.8298806664970468 leaf_count=2895 87 95 28 internal_value=0 2.2848e-05 -0.000242703 internal_weight=0 89.7578 4.42352 internal_count=3105 2990 115 is_linear=0 shrinkage=0.000400217 Tree=8263 num_leaves=3 num_cat=0 split_feature=39 484 split_gain=1.68227 1.95258 threshold=-1.0000000180025095e-35 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0002920690364688517 -0.0002285158434811589 1.966104336975424e-05 leaf_weight=3.048834106870344 5.2861994257309552 85.469467348223134 leaf_count=61 470 2616 internal_value=0 4.94184e-06 internal_weight=0 90.7557 internal_count=3147 3086 is_linear=0 shrinkage=0.000400217 Tree=8264 num_leaves=4 num_cat=0 split_feature=42 39 48 split_gain=1.93514 2.77991 1.8477 threshold=-1.0000000180025095e-35 0.16168500000000002 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0097282494879891868 0.0031709698038786672 0.023890054432384181 -0.0079244685987083265 leaf_weight=10.767175743511869 72.40844858168748 1.0245551168918599 6.7361851699752142 leaf_count=825 2134 2 119 internal_value=0 -0.00661 0.00221675 internal_weight=0 11.7917 79.1446 internal_count=3080 827 2253 is_linear=0 shrinkage=0.0204111 Tree=8265 num_leaves=4 num_cat=0 split_feature=4 480 13 split_gain=1.88487 2.204 0.0774775 threshold=0.51074000000000008 0.086640000000000009 -0.0061899999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9885871741153865e-06 0.0001859193068603001 -0.0004115384731955643 0.00042323983723333171 leaf_weight=86.713355614082047 0.57109122120164135 1.9716552065401618 1.5088502352009516 leaf_count=2765 91 187 45 internal_value=0 -4.77894e-06 0.000370904 internal_weight=0 88.685 2.07994 internal_count=3088 2952 136 is_linear=0 shrinkage=0.000400217 Tree=8266 num_leaves=4 num_cat=0 split_feature=1375 1447 3 split_gain=2.09979 2.08628 1.99176 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.097325000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040809856418850149 -0.00030904901110966846 3.7463049796068633e-05 4.8081944131564855e-05 leaf_weight=3.496202762478787 2.770029078915285 81.508326490206855 2.6283952600788325 leaf_count=123 275 2659 24 internal_value=0 2.56791e-05 -0.000214978 internal_weight=0 84.2784 6.1246 internal_count=3081 2934 147 is_linear=0 shrinkage=0.000400217 Tree=8267 num_leaves=4 num_cat=0 split_feature=3 15 0 split_gain=1.65508 2.38017 2.35663 threshold=0.17769000000000004 0.084580000000000016 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018314027710405927 -0.0032486040193221983 -0.010835673948922249 0.021373298263091495 leaf_weight=75.250505456990595 3.0359526845713845 9.0490196618216014 3.2971007862652177 leaf_count=1954 71 995 73 internal_value=0 -0.00101246 0.00971862 internal_weight=0 84.2995 6.33305 internal_count=3093 2949 144 is_linear=0 shrinkage=0.0204111 Tree=8268 num_leaves=3 num_cat=0 split_feature=149 156 split_gain=2.14843 2.07366 threshold=0.11234000000000001 0.091280000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.6892135175698384e-05 -0.00052292539510201408 -0.00025181148296469347 leaf_weight=85.716923821182718 1.1519636769080523 4.7488409958841649 leaf_count=2787 15 271 internal_value=0 2.49317e-06 internal_weight=0 90.4658 internal_count=3073 3058 is_linear=0 shrinkage=0.000400217 Tree=8269 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=1.91932 3.26623 2.96054 threshold=0.09450500000000002 -0.076894999999999977 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.004506514841803826 -0.011889527084969504 -0.0057367900331998069 0.0061406185044532704 leaf_weight=21.633419814791978 4.1306476312929581 32.037056833947645 36.34305019497333 leaf_count=902 121 1285 806 internal_value=0 -0.00160715 0.00427278 internal_weight=0 53.6705 40.4737 internal_count=3114 2187 927 is_linear=0 shrinkage=0.0204111 Tree=8270 num_leaves=4 num_cat=0 split_feature=2 0 151 split_gain=3.30627 2.69559 2.04833 threshold=0.099100000000000008 -0.23098999999999997 -0.40941499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013456386497142937 -0.019260798850263813 -0.004819077320944048 0.0054214304748442322 leaf_weight=3.491145145322661 1.3535699177118647 51.22385166957838 33.501963804166735 leaf_count=37 23 2149 866 internal_value=0 -0.00362789 0.00440432 internal_weight=0 54.715 34.8555 internal_count=3075 2186 889 is_linear=0 shrinkage=0.0204111 Tree=8271 num_leaves=3 num_cat=0 split_feature=151 15 split_gain=1.7145 1.7575 threshold=-0.52342999999999995 -0.24269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02180452340253302 0.011314196150422009 0.00052838953194138372 leaf_weight=1.2440136733748648 6.6777597395484909 86.391908571650902 leaf_count=49 248 2829 internal_value=0 0.00131494 internal_weight=0 93.0697 internal_count=3126 3077 is_linear=0 shrinkage=0.0204111 Tree=8272 num_leaves=3 num_cat=0 split_feature=9 47 split_gain=2.08145 1.85431 threshold=-0.016839999999999997 0.086425000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040669290886450937 1.2272617257798348e-05 -0.00013161735142161403 leaf_weight=1.8012874536361767 75.613813957386355 17.588000419329546 leaf_count=93 2652 397 internal_value=0 -1.5006e-05 internal_weight=0 93.2018 internal_count=3142 3049 is_linear=0 shrinkage=0.000400217 Tree=8273 num_leaves=4 num_cat=0 split_feature=42 43 160 split_gain=2.99845 2.19205 0.565112 threshold=-0.108275 -0.27157999999999993 0.084770000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024273210640502578 0.012848877710534232 0.00043004896181581047 -0.0017347466021769373 leaf_weight=2.2099245183651415 6.2555210571299531 84.653710704915738 0.6016671385950757 leaf_count=146 87 2850 37 internal_value=0 0.00129935 -0.0197012 internal_weight=0 90.9092 2.81159 internal_count=3120 2937 183 is_linear=0 shrinkage=0.0204111 Tree=8274 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.96681 2.2023 threshold=-0.14941999999999997 -0.0056599999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033271083437132675 -0.00026255111216640634 1.0471842164367126e-05 leaf_weight=2.7432335538433099 4.8981758556728883 85.227048679491418 leaf_count=33 212 2876 internal_value=0 -4.67393e-06 internal_weight=0 90.1252 internal_count=3121 3088 is_linear=0 shrinkage=0.000400217 Tree=8275 num_leaves=4 num_cat=0 split_feature=11 48 4 split_gain=1.7773 2.10946 1.86571 threshold=0.081005000000000008 -0.11284499999999999 0.24814500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045163010374058693 -0.00047309249449834927 2.0178561654343994e-05 -2.5000071832234898e-05 leaf_weight=1.4340842942183361 2.4384891667796174 83.329512887253259 3.6059683682397008 leaf_count=28 124 2900 52 internal_value=0 1.16109e-05 -0.000211089 internal_weight=0 84.7636 6.04446 internal_count=3104 2928 176 is_linear=0 shrinkage=0.000400217 Tree=8276 num_leaves=4 num_cat=0 split_feature=1 47 52 split_gain=2.27802 2.4398 1.12266 threshold=0.12700000000000003 0.09252500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7847818533168569e-05 2.8945187545632505e-05 -0.00017467745287105799 0.00033018667109419503 leaf_weight=72.65663904521216 3.1811103954532882 10.851126547513557 5.2466749783852702 leaf_count=2574 106 262 177 internal_value=0 1.33272e-06 0.000218352 internal_weight=0 83.5078 8.42779 internal_count=3119 2836 283 is_linear=0 shrinkage=0.000400217 Tree=8277 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=3.41477 1.94498 1.05262 threshold=0.12700000000000003 -0.078079999999999997 -0.053734999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.8147931328718961e-05 0.00037764234001624902 -5.3804311579345382e-05 9.1434396467879596e-05 leaf_weight=25.787218359484541 4.6646847145457286 57.777379064536035 3.7788202414812968 leaf_count=961 195 1828 72 internal_value=0 -1.30351e-05 0.000252425 internal_weight=0 83.5646 8.4435 internal_count=3056 2789 267 is_linear=0 shrinkage=0.000400217 Tree=8278 num_leaves=4 num_cat=0 split_feature=1 16 1186 split_gain=3.65114 2.92337 1.7698 threshold=0.077800000000000022 0.0020050000000000003 0.084100000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024890045572332451 2.5710406850234976e-05 8.5697596617582882e-06 0.00040785878676044009 leaf_weight=15.757330831057518 61.914310770733209 12.716525601712418 1.8930271656136017 leaf_count=1191 1469 377 23 internal_value=0 -0.00013433 3.77425e-05 internal_weight=0 28.4739 63.8073 internal_count=3060 1568 1492 is_linear=0 shrinkage=0.000400217 Tree=8279 num_leaves=3 num_cat=0 split_feature=3 457 split_gain=2.28838 2.50045 threshold=-0.48702499999999999 0.08351500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022739060051298825 -0.0014909958201279219 0.0077697722716865338 leaf_weight=1.7746390663087357 76.759836046504461 14.314217865859971 leaf_count=29 2831 245 internal_value=0 -2.77165e-05 internal_weight=0 91.0741 internal_count=3105 3076 is_linear=0 shrinkage=0.0204111 Tree=8280 num_leaves=3 num_cat=0 split_feature=52 46 split_gain=1.82171 1.73696 threshold=-0.42985499999999993 0.081930000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038776499960888153 3.2827260218269386e-05 -0.00031331648488612459 leaf_weight=1.6403154030740541 91.763525244798075 2.2708498492138451 leaf_count=270 2799 50 internal_value=0 2.41055e-05 internal_weight=0 94.0344 internal_count=3119 2849 is_linear=0 shrinkage=0.000400217 Tree=8281 num_leaves=4 num_cat=0 split_feature=13 13 1447 split_gain=1.98213 4.26055 3.18454 threshold=-0.083414999999999975 -0.084044999999999995 -0.086059999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013133907022013292 0.021357683167561377 0.031733474543427433 -0.0039748877588913108 leaf_weight=27.790034022279546 2.0360382712588025 1.9493792458360975 56.141419858667859 leaf_count=912 44 48 2050 internal_value=0 0.00341894 -0.003049 internal_weight=0 29.7394 58.1775 internal_count=3054 960 2094 is_linear=0 shrinkage=0.0204111 Tree=8282 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=2.13682 1.94079 threshold=-0.48702499999999999 -0.16935999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043713470675973032 0.00025795129744923329 -3.0623005159946202e-05 leaf_weight=1.8803739841096092 3.7926643550017607 85.030860210129504 leaf_count=28 111 2964 internal_value=0 -1.7992e-05 internal_weight=0 88.8235 internal_count=3103 3075 is_linear=0 shrinkage=0.000400217 Tree=8283 num_leaves=4 num_cat=0 split_feature=456 484 2 split_gain=1.62507 2.02267 1.27657 threshold=0.087495000000000003 -0.082264999999999991 0.11732500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016984952794319254 -0.021980850151140666 0.001692745433205294 0.0055370416002135537 leaf_weight=2.3707869151539844 2.1459170396647091 89.71259617857686 0.96376341441646207 leaf_count=233 134 2689 24 internal_value=0 0.00119182 -0.0135564 internal_weight=0 92.0834 3.10968 internal_count=3080 2922 158 is_linear=0 shrinkage=0.0204111 Tree=8284 num_leaves=4 num_cat=0 split_feature=159 159 12 split_gain=1.93277 2.6344 2.01386 threshold=0.087735000000000021 0.097045000000000006 0.10464500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019804793050440411 0.01622861717767965 -0.0029050038947962074 -0.01481756764099503 leaf_weight=69.983491026558568 5.431343585261855 6.4670386865036562 5.3848048157919939 leaf_count=2386 96 313 273 internal_value=0 0.00589893 -0.00291826 internal_weight=0 11.8984 75.3683 internal_count=3068 409 2659 is_linear=0 shrinkage=0.0204111 Tree=8285 num_leaves=4 num_cat=0 split_feature=2 33 49 split_gain=2.49382 2.73115 0.122491 threshold=-0.14169499999999999 -1.0000000180025095e-35 -0.0093449999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040404910449323342 -0.00055922319729090363 9.284102911526568e-06 0.00022852184181546689 leaf_weight=1.9287636122644474 1.2628221412887786 87.387034136138027 1.8968746282334894 leaf_count=30 29 2992 52 internal_value=0 4.90473e-07 0.00032599 internal_weight=0 88.6499 3.82564 internal_count=3103 3021 82 is_linear=0 shrinkage=0.000400217 Tree=8286 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=1.99383 1.81014 threshold=-1.0000000180025095e-35 0.51074000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004184460630715984 -1.6319007567587562e-05 0.00034075761130324681 leaf_weight=1.6869807528055378 87.695505850606878 2.2224905030889195 leaf_count=88 2923 111 internal_value=0 -7.08038e-06 internal_weight=0 89.918 internal_count=3122 3034 is_linear=0 shrinkage=0.000400217 Tree=8287 num_leaves=4 num_cat=0 split_feature=2 33 3 split_gain=2.62838 2.61401 0.788106 threshold=-0.117405 -1.0000000180025095e-35 -0.15337999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5324241120138146e-05 -0.00058344856460787746 -4.5003901176102528e-05 0.00039278532883100679 leaf_weight=1.9363905842474194 1.3593416917137791 81.692018548569649 2.6191473990911609 leaf_count=31 33 2967 60 internal_value=0 -5.45906e-05 0.000254111 internal_weight=0 83.0514 4.55554 internal_count=3091 3000 91 is_linear=0 shrinkage=0.000400217 Tree=8288 num_leaves=4 num_cat=0 split_feature=401 1456 2 split_gain=1.8372 1.67174 0.261077 threshold=0.086035000000000014 1.0000000180025095e-35 0.10787000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00170140252470337 -0.021242754884788932 -0.016811407048961884 -0.0021390294331866629 leaf_weight=90.035376099568111 1.6343468059094441 1.9676111156763898 0.39177839235344425 leaf_count=2576 205 261 44 internal_value=0 0.00128553 -0.0178543 internal_weight=0 92.003 2.02613 internal_count=3086 2837 249 is_linear=0 shrinkage=0.0204111 Tree=8289 num_leaves=4 num_cat=0 split_feature=2 3 2 split_gain=2.5757 4.58874 2.8491 threshold=0.086635000000000004 0.086845000000000019 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017755697376869588 0.00045201686067846591 0.00023190025194986863 1.7020785123553915e-05 leaf_weight=25.298209534455513 2.4017684005075344 5.1972359770588801 59.755784327867786 leaf_count=1237 39 67 1774 internal_value=0 -0.000107181 3.46116e-05 internal_weight=0 30.4954 62.1576 internal_count=3117 1304 1813 is_linear=0 shrinkage=0.000400217 Tree=8290 num_leaves=4 num_cat=0 split_feature=0 2 3 split_gain=2.62379 2.97121 2.2502 threshold=-0.23031999999999997 0.11351500000000002 0.11280000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029383972854838195 -7.4866564814596133e-05 0.00011533919969963391 -8.7770929959000575e-05 leaf_weight=7.5436255683307518 63.235412478266426 16.496380969330858 3.5942623261362314 leaf_count=74 2498 495 41 internal_value=0 -3.54067e-05 0.000171044 internal_weight=0 79.7318 11.1379 internal_count=3108 2993 115 is_linear=0 shrinkage=0.000400217 Tree=8291 num_leaves=3 num_cat=0 split_feature=31 34 split_gain=1.93255 1.72691 threshold=-1.0000000180025095e-35 -0.016844999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041717539568972587 -0.00027703266241165789 1.0765687106511929e-05 leaf_weight=1.6993473378970509 3.3621093935798845 86.11059613937141 leaf_count=90 53 2935 internal_value=0 -3.81624e-07 internal_weight=0 89.4727 internal_count=3078 2988 is_linear=0 shrinkage=0.000400217 Tree=8292 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=2.77018 6.29432 4.15652 threshold=1.0000000180025095e-35 -0.074179999999999982 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016968465069597691 -0.018410124480086821 0.0023032833497249245 0.0029151320706834499 leaf_weight=12.520603666685249 3.9685678813984842 15.954855091034913 56.980847405418899 leaf_count=1247 174 337 1334 internal_value=0 -0.00620374 0.00149538 internal_weight=0 28.4755 60.9494 internal_count=3092 1584 1508 is_linear=0 shrinkage=0.0204111 Tree=8293 num_leaves=4 num_cat=0 split_feature=1213 1374 475 split_gain=2.13127 2.22857 1.74073 threshold=-1.0000000180025095e-35 -0.094679999999999986 -0.085669999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017973935290528941 -0.015868931853226298 0.0023611870683044774 -0.021728862767079426 leaf_weight=0.46563115715980563 2.77857317571761 84.210332471649963 2.596295121682032 leaf_count=2 51 2573 479 internal_value=0 0.00175924 -0.0152701 internal_weight=0 86.9889 3.06193 internal_count=3105 2624 481 is_linear=0 shrinkage=0.0204111 Tree=8294 num_leaves=4 num_cat=0 split_feature=43 42 15 split_gain=2.34076 2.22889 0.176724 threshold=0.25537500000000007 -1.0000000180025095e-35 -0.14601999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013747875163818828 -0.00012073403062493942 5.2363953414097522e-05 -0.00046892469140878576 leaf_weight=11.19916632178956 0.38422896375050175 79.790674664600374 1.504348438931628 leaf_count=725 32 2173 148 internal_value=0 2.88576e-05 -0.000408808 internal_weight=0 90.9898 1.88858 internal_count=3078 2898 180 is_linear=0 shrinkage=0.000400217 Tree=8295 num_leaves=4 num_cat=0 split_feature=1 42 0 split_gain=2.36538 1.96276 1.65417 threshold=0.11332500000000002 0.092010000000000022 -0.23274999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6125995264403168e-05 -0.00040598284124332895 -0.00024204324449484879 0.00014900991290074179 leaf_weight=67.746944934589465 0.79787553660571831 6.6662860777387314 17.707703663763823 leaf_count=2090 9 483 460 internal_value=0 -3.6698e-05 0.000122783 internal_weight=0 74.4132 18.5056 internal_count=3042 2573 469 is_linear=0 shrinkage=0.000400217 Tree=8296 num_leaves=4 num_cat=0 split_feature=128 4 1 split_gain=2.22021 2.31013 0.00421086 threshold=0.085185000000000025 -0.22295999999999996 0.11769500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0070727134111682483 -0.021707062509150738 0.0020128422928149679 -0.010805038464647745 leaf_weight=13.628460640464253 1.6590485442145557 76.883006800344901 0.38043944165110577 leaf_count=251 194 2641 23 internal_value=0 0.000637767 -0.0203416 internal_weight=0 90.5115 2.03949 internal_count=3109 2892 217 is_linear=0 shrinkage=0.0204111 Tree=8297 num_leaves=3 num_cat=0 split_feature=1374 13 split_gain=1.53255 1.58741 threshold=0.089520000000000016 -0.5318799999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00027719501505074856 -0.00029716432846041202 4.3682928809834958e-05 leaf_weight=2.4312197371036737 2.1763798329193369 86.63347191482535 leaf_count=38 69 2928 internal_value=0 3.45868e-05 internal_weight=0 89.0647 internal_count=3035 2966 is_linear=0 shrinkage=0.000400217 Tree=8298 num_leaves=4 num_cat=0 split_feature=4 1 403 split_gain=1.75401 2.59475 2.37508 threshold=-0.018324999999999998 0.088975000000000012 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013780406014395652 -0.0086150273891427639 0.00060208130504253927 0.0049756577633595254 leaf_weight=2.9723399673780468 18.799689789117338 38.85301769720536 32.299381616730898 leaf_count=586 777 728 1012 internal_value=0 -0.00241435 0.00335648 internal_weight=0 57.6527 35.2717 internal_count=3103 1505 1598 is_linear=0 shrinkage=0.0204111 Tree=8299 num_leaves=4 num_cat=0 split_feature=156 484 475 split_gain=1.7713 1.81539 0.234627 threshold=0.11837500000000002 -0.0048899999999999994 -0.0019549999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010843768819295616 -0.0089598486904267811 0.0015606162841402729 -0.029345749189346845 leaf_weight=5.0973544552107333 0.5099969755847269 87.149144069998329 0.75018131928845722 leaf_count=494 64 2526 39 internal_value=0 0.00086286 -0.0224999 internal_weight=0 92.2465 1.26018 internal_count=3123 3020 103 is_linear=0 shrinkage=0.0204111 Tree=8300 num_leaves=4 num_cat=0 split_feature=41 13 12 split_gain=1.92788 1.95391 1.29201 threshold=0.075585000000000013 -0.10462499999999998 0.076350000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0088687723254963179 0.0030796177338234376 0.00020587376917232552 -0.016767643130885433 leaf_weight=12.715622697549405 1.9881247184239317 70.291089931674605 4.0525021571265825 leaf_count=217 61 2703 103 internal_value=0 0.00154308 -0.0102982 internal_weight=0 83.0067 6.04063 internal_count=3084 2920 164 is_linear=0 shrinkage=0.0204111 Tree=8301 num_leaves=3 num_cat=0 split_feature=1375 47 split_gain=2.22301 2.23579 threshold=-0.43271999999999994 0.08593000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050981793861928307 2.6316631853058255e-05 -0.00013668306198726105 leaf_weight=1.2969721358931554 74.310905175513199 16.347902807097853 leaf_count=15 2704 385 internal_value=0 -3.20837e-06 internal_weight=0 90.6588 internal_count=3104 3089 is_linear=0 shrinkage=0.000400217 Tree=8302 num_leaves=3 num_cat=0 split_feature=376 43 split_gain=2.51299 2.38061 threshold=0.087355000000000016 -0.19537999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00880695800958947 0.016175939938334258 -0.0023404009248342243 leaf_weight=8.7984376007825613 3.5104955985516417 76.552891013373255 leaf_count=208 73 2780 internal_value=0 -0.00118124 internal_weight=0 85.3513 internal_count=3061 2988 is_linear=0 shrinkage=0.0204111 Tree=8303 num_leaves=4 num_cat=0 split_feature=43 15 475 split_gain=2.70066 3.56342 2.68111 threshold=-0.063379999999999978 0.082805000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021938328300560387 -2.9098707781799971e-05 -0.00034063415526639943 0.00011342931479492243 leaf_weight=4.3038790000264262 48.655209385768103 6.5820314487827991 32.036457185640757 leaf_count=293 949 750 1109 internal_value=0 -6.6835e-05 7.34607e-05 internal_weight=0 55.2372 36.3403 internal_count=3101 1699 1402 is_linear=0 shrinkage=0.000400217 Tree=8304 num_leaves=4 num_cat=0 split_feature=12 474 49 split_gain=2.29357 3.58004 2.85539 threshold=0.023990000000000004 0.084835000000000008 -0.21083999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0604586508508922e-06 0.00024064776617233939 0.00033925229578129779 -0.00011343796139418767 leaf_weight=40.85133135666365 3.9305906575100371 5.8426109946594798 37.851926422105407 leaf_count=715 47 106 2224 internal_value=0 4.93383e-05 -7.95741e-05 internal_weight=0 46.6939 41.7825 internal_count=3092 821 2271 is_linear=0 shrinkage=0.000400217 Tree=8305 num_leaves=4 num_cat=0 split_feature=456 52 150 split_gain=1.87288 2.00111 1.27113 threshold=0.08542000000000001 -0.092109999999999984 0.088135000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0054622979307962409 -0.021418234980607617 0.0025148174537435687 0.0055561470639893208 leaf_weight=15.818876978937622 2.4907030235299312 73.714653214670079 0.95561588665805164 leaf_count=597 139 2360 52 internal_value=0 0.00110035 -0.0139991 internal_weight=0 89.5335 3.44632 internal_count=3148 2957 191 is_linear=0 shrinkage=0.0204111 Tree=8306 num_leaves=4 num_cat=0 split_feature=52 131 12 split_gain=2.17321 3.8145 2.85074 threshold=-0.092109999999999984 0.097135000000000013 0.10042000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019874203885506344 7.3315367892962674e-05 0.00034130338429780299 -0.00020230296899558404 leaf_weight=13.232853244584474 68.190819059678688 2.3801175199696436 6.4831176501365908 leaf_count=582 2134 42 326 internal_value=0 -0.000114571 4.91194e-05 internal_weight=0 15.613 74.6739 internal_count=3084 624 2460 is_linear=0 shrinkage=0.000400217 Tree=8307 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.67123 1.80451 threshold=-0.23052999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016876860438790848 -0.011550777175737945 0.00040796476570148602 leaf_weight=2.2998126569764272 5.4962389771935696 83.801721309272125 leaf_count=32 222 2838 internal_value=0 -0.000341632 internal_weight=0 89.298 internal_count=3092 3060 is_linear=0 shrinkage=0.0204111 Tree=8308 num_leaves=3 num_cat=0 split_feature=1375 156 split_gain=1.46605 1.45241 threshold=-0.43271999999999994 0.084190000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016576164581575323 0.0019781669547201059 -0.0061385280026635628 leaf_weight=1.8911039228951256 82.271483553198777 10.227592141631247 leaf_count=18 2614 421 internal_value=0 0.00107437 internal_weight=0 92.4991 internal_count=3053 3035 is_linear=0 shrinkage=0.0204111 Tree=8309 num_leaves=3 num_cat=0 split_feature=31 52 split_gain=2.04101 1.95356 threshold=-1.0000000180025095e-35 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021323502201058161 0.0023228700170836768 -0.0040021608805739066 leaf_weight=1.5149244420972525 31.512937426416102 56.986773861031452 leaf_count=86 903 2125 internal_value=0 -0.00174986 internal_weight=0 88.4997 internal_count=3114 3028 is_linear=0 shrinkage=0.0204111 Tree=8310 num_leaves=3 num_cat=0 split_feature=1375 2 split_gain=2.71148 2.10866 threshold=-0.43271999999999994 0.083570000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005118480698885617 -8.2264275455684762e-05 5.5223351549592913e-05 leaf_weight=1.4676012686904858 24.60783742190506 64.372004182196633 leaf_count=15 847 2232 internal_value=0 1.71448e-05 internal_weight=0 88.9798 internal_count=3094 3079 is_linear=0 shrinkage=0.000400217 Tree=8311 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=2.03938 7.89485 3.1833 threshold=0.076845000000000011 -0.084074999999999997 -0.087944999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040768021097015714 8.1941229750748612e-05 3.8188002670195717e-05 -0.00010724415653320371 leaf_weight=9.6042537320568062 39.63987528992584 18.371560685703116 22.092638159199851 leaf_count=783 594 770 919 internal_value=0 -0.000115896 1.41646e-05 internal_weight=0 27.9758 61.7325 internal_count=3066 1553 1513 is_linear=0 shrinkage=0.000400217 Tree=8312 num_leaves=4 num_cat=0 split_feature=2 133 3 split_gain=2.05502 2.49301 2.03822 threshold=0.12173500000000002 0.099280000000000021 0.14180000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3489083257230797e-05 0.000246620589383347 -0.00039930593103950312 -0.00012503430900330409 leaf_weight=77.701094499324881 8.903776479772203 2.666987120360317 3.1245541362732174 leaf_count=2355 247 409 93 internal_value=0 -2.683e-05 0.000149814 internal_weight=0 80.3681 12.0283 internal_count=3104 2764 340 is_linear=0 shrinkage=0.000400217 Tree=8313 num_leaves=3 num_cat=0 split_feature=1132 123 split_gain=1.79362 2.54123 threshold=-1.0000000180025095e-35 0.088610000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024388295494284149 -0.0014038304348316388 0.016622647225749146 leaf_weight=1.2409902675426554 83.593426994730862 3.278196572806336 leaf_count=23 2942 132 internal_value=0 -0.00070306 internal_weight=0 86.8716 internal_count=3097 3074 is_linear=0 shrinkage=0.0204111 Tree=8314 num_leaves=4 num_cat=0 split_feature=1 1374 12 split_gain=2.64045 2.43779 2.16481 threshold=0.094405000000000003 -0.094679999999999986 0.090895000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050362335471114384 0.00013810985698859996 -3.645455193503236e-05 -7.9290483598745489e-05 leaf_weight=1.7449473220622156 29.474257455949555 50.009230995875896 9.6734504916093993 leaf_count=44 616 2117 354 internal_value=0 -5.32589e-05 8.4317e-05 internal_weight=0 51.7542 39.1477 internal_count=3131 2161 970 is_linear=0 shrinkage=0.000400217 Tree=8315 num_leaves=3 num_cat=0 split_feature=155 129 split_gain=2.18708 1.83575 threshold=0.083500000000000005 0.089775000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013928769052244266 -0.020345337109372256 -0.017883848334157716 leaf_weight=88.133783416070628 1.9441719473006731 1.9956270858874621 leaf_count=2737 208 181 internal_value=0 0.000944396 internal_weight=0 90.1294 internal_count=3126 2918 is_linear=0 shrinkage=0.0204111 Tree=8316 num_leaves=3 num_cat=0 split_feature=1447 132 split_gain=1.55407 1.57422 threshold=-0.092374999999999985 0.08018500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041960618431934895 -2.630523156157799e-05 0.00014771090294116209 leaf_weight=1.2640170820832271 83.007285934454558 9.142251584256881 leaf_count=46 2713 318 internal_value=0 -8.8826e-06 internal_weight=0 92.1495 internal_count=3077 3031 is_linear=0 shrinkage=0.000400217 Tree=8317 num_leaves=3 num_cat=0 split_feature=1456 13 split_gain=2.34501 2.12587 threshold=-1.0000000180025095e-35 -0.5318799999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040811310731760097 -0.00035552176874839906 1.2699040912549993e-05 leaf_weight=2.1812942995288713 2.475635141512611 85.142645757757236 leaf_count=291 34 2777 internal_value=0 1.85458e-06 internal_weight=0 87.6183 internal_count=3102 2811 is_linear=0 shrinkage=0.000400217 Tree=8318 num_leaves=4 num_cat=0 split_feature=376 1456 43 split_gain=1.98515 2.43438 1.70796 threshold=0.048375000000000008 1.0000000180025095e-35 -0.11845999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4877162852158711e-05 -0.00015831619259258569 -0.00043167034479408856 0.00033162578981926045 leaf_weight=83.861615954544732 1.3721025063423438 1.8901119550869214 5.2824595250931443 leaf_count=2671 13 269 147 internal_value=0 4.48444e-06 0.000229657 internal_weight=0 85.7517 6.65456 internal_count=3100 2940 160 is_linear=0 shrinkage=0.000400217 Tree=8319 num_leaves=4 num_cat=0 split_feature=1212 51 12 split_gain=1.81408 1.67767 0.232551 threshold=0.087330000000000005 -0.40548499999999993 0.080020000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039197186014629015 2.4705348250999515e-05 2.7368321821772728e-05 -0.00041680337493395767 leaf_weight=1.4428837369614473 0.20092334668151934 89.764634536234553 1.636893324005541 leaf_count=110 10 2728 268 internal_value=0 2.0262e-05 -0.000369888 internal_weight=0 91.2075 1.83782 internal_count=3116 2838 278 is_linear=0 shrinkage=0.000400217 Tree=8320 num_leaves=4 num_cat=0 split_feature=401 11 15 split_gain=1.89054 2.03327 0.393154 threshold=0.084900000000000017 0.081130000000000022 -0.23798499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022237733902508543 0.010741355517774036 -0.010346007481642418 -0.019918387405230421 leaf_weight=84.777451422080048 0.12119338300544802 5.612424533799639 1.9738613656518271 leaf_count=2649 19 170 251 internal_value=0 0.00143147 -0.0176898 internal_weight=0 90.3899 2.09505 internal_count=3089 2819 270 is_linear=0 shrinkage=0.0204111 Tree=8321 num_leaves=4 num_cat=0 split_feature=16 42 13 split_gain=3.54967 2.40906 1.82652 threshold=0.26746000000000009 0.10134500000000002 -0.09194999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011757491493090035 -0.00037728562756800959 0.00024798427480533661 -2.2012457139621088e-05 leaf_weight=19.567283741187566 6.0999004011391653 1.0928151299613089 63.251065680905413 leaf_count=442 325 36 2321 internal_value=0 -0.000279941 1.10817e-05 internal_weight=0 7.19272 82.8183 internal_count=3124 361 2763 is_linear=0 shrinkage=0.000400217 Tree=8322 num_leaves=3 num_cat=0 split_feature=51 156 split_gain=1.72786 1.47896 threshold=-0.40548499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020337569633070807 -0.019695776591741661 0.0015928282969701782 leaf_weight=1.4558806505374366 1.2687753296786457 90.195962857039831 leaf_count=106 157 2840 internal_value=0 0.0012738 internal_weight=0 91.4647 internal_count=3103 2997 is_linear=0 shrinkage=0.0204111 Tree=8323 num_leaves=4 num_cat=0 split_feature=1456 16 3 split_gain=2.13123 1.97963 0.477209 threshold=-1.0000000180025095e-35 -0.008179999999999998 -0.15442999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0091229242670657334 -0.00083333760378557456 0.0052872295153470862 -0.02092490741397119 leaf_weight=0.18263573605509043 54.963346677592199 36.586529919357417 2.0394950067336586 leaf_count=5 1869 920 286 internal_value=0 0.00161613 -0.0181361 internal_weight=0 91.5499 2.22213 internal_count=3080 2789 291 is_linear=0 shrinkage=0.0204111 Tree=8324 num_leaves=3 num_cat=0 split_feature=13 376 split_gain=2.69758 2.25017 threshold=0.27266500000000005 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.0896346265989221e-06 -0.00042297013527950802 0.00026250301063851034 leaf_weight=84.601296086083039 2.2443256302758519 5.2395726717368225 leaf_count=2862 55 151 internal_value=0 1.08238e-05 internal_weight=0 89.8409 internal_count=3068 3013 is_linear=0 shrinkage=0.000400217 Tree=8325 num_leaves=4 num_cat=0 split_feature=47 0 47 split_gain=1.77196 4.85417 2.04532 threshold=0.086425000000000016 -0.074249999999999997 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.9914502700393637e-05 -0.00031349307894440649 0.0001275356039580415 0.00044954582556801568 leaf_weight=72.61716199678267 8.7992702383453416 7.1625599580584085 1.7078633947749029 leaf_count=2680 260 128 18 internal_value=0 -0.00011608 3.04481e-05 internal_weight=0 15.9618 74.325 internal_count=3086 388 2698 is_linear=0 shrinkage=0.000400217 Tree=8326 num_leaves=4 num_cat=0 split_feature=457 12 150 split_gain=1.76037 2.34636 2.03205 threshold=-0.0024349999999999997 -1.0000000180025095e-35 0.075065000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013864191074784888 0.00010910039149259464 -0.015435049593451391 0.00748180064929857 leaf_weight=1.3618323495611546 67.790723817327944 5.1105088271415289 20.109212723584278 leaf_count=21 2481 219 362 internal_value=0 -0.00913932 0.00180315 internal_weight=0 6.47234 87.8999 internal_count=3083 240 2843 is_linear=0 shrinkage=0.0204111 Tree=8327 num_leaves=4 num_cat=0 split_feature=14 13 49 split_gain=1.97068 1.62603 0.151794 threshold=0.077685000000000018 -0.09194999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9689716359140331e-05 -0.00052932653989384609 -4.5016306572893784e-05 -0.00023883668716366381 leaf_weight=21.860346845023741 1.0252453765642711 70.34534361010401 0.81665004819296783 leaf_count=408 26 2618 70 internal_value=0 -1.53899e-05 -0.000421598 internal_weight=0 92.2057 1.8419 internal_count=3122 3026 96 is_linear=0 shrinkage=0.000400217 Tree=8328 num_leaves=4 num_cat=0 split_feature=484 150 131 split_gain=2.01111 2.32787 2.09115 threshold=-0.0048899999999999994 0.094545000000000018 0.092255000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036885268393211404 4.2788773989557644e-05 0.00024172350206346763 -0.00023934691387953784 leaf_weight=4.0308948598403722 82.397005928189174 1.2322332276962695 4.3232918884787059 leaf_count=469 2302 20 294 internal_value=0 -0.000223844 2.84329e-05 internal_weight=0 5.26313 86.7203 internal_count=3085 489 2596 is_linear=0 shrinkage=0.000400217 Tree=8329 num_leaves=4 num_cat=0 split_feature=52 2 52 split_gain=1.7203 3.63944 3.57037 threshold=-0.088284999999999988 0.10274500000000002 -0.081519999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012623932867543677 0.015799010153195445 0.0060474261330095598 -0.00058597024948466459 leaf_weight=12.373634956546086 5.9105286447593235 6.5905471654205021 69.160117596154578 leaf_count=438 99 243 2305 internal_value=0 -0.00613774 0.000725674 internal_weight=0 18.9642 75.0706 internal_count=3085 681 2404 is_linear=0 shrinkage=0.0204111 Tree=8330 num_leaves=4 num_cat=0 split_feature=3 2 49 split_gain=2.28696 3.2849 2.3434 threshold=-0.078644999999999979 0.123795 -0.085934999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012189522742555506 -0.00017100504379411859 0.00033771536480118138 7.655538470508257e-05 leaf_weight=30.890441583941765 6.86902686666508 2.6009313921094863 50.073907731075906 leaf_count=1678 106 50 1256 internal_value=0 -8.51956e-05 4.64152e-05 internal_weight=0 33.4914 56.9429 internal_count=3090 1728 1362 is_linear=0 shrinkage=0.000400217 Tree=8331 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=3.34438 5.11011 2.21455 threshold=1.0000000180025095e-35 -0.083954999999999988 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.0144813813864331e-05 -0.00030361515257694655 -0.00027012614535703797 6.9436244032686532e-05 leaf_weight=11.866971958961132 2.5549944127378685 15.007141706197897 58.612661488656158 leaf_count=325 160 1187 1334 internal_value=0 -0.000115764 5.33275e-05 internal_weight=0 26.8741 61.1677 internal_count=3006 1512 1494 is_linear=0 shrinkage=0.000400217 Tree=8332 num_leaves=4 num_cat=0 split_feature=4 0 123 split_gain=2.77792 1.87334 1.01093 threshold=-0.49977499999999991 -0.016814999999999997 0.083430000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023512329936779045 -0.0001270441400239272 0.0080411178389495387 0.00040113519763249869 leaf_weight=2.5619585501699471 74.946901289618836 13.748453716088987 1.0113395820371804 leaf_count=121 2736 227 15 internal_value=0 0.00114762 -0.0169376 internal_weight=0 88.6954 3.5733 internal_count=3099 2963 136 is_linear=0 shrinkage=0.0204111 Tree=8333 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=2.02367 3.17873 1.94568 threshold=-0.24269999999999997 -0.095604999999999982 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031923679130945051 -0.00015882511074143555 3.6336333430740021e-05 -0.00025614129681981773 leaf_weight=5.6398768564904449 16.279844625889382 72.347077257815045 1.0382139394059775 leaf_count=234 395 2484 17 internal_value=0 3.32036e-07 0.000227037 internal_weight=0 88.6269 6.67809 internal_count=3130 2879 251 is_linear=0 shrinkage=0.000400217 Tree=8334 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=2.67061 3.17707 3.14367 threshold=0.099515000000000006 -0.23098999999999997 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030129009665716693 0.00018291841391342235 -7.604923328688947e-05 -6.1426733034226219e-05 leaf_weight=3.7249016806599675 21.923760619818495 52.483389475291915 13.590430027994442 leaf_count=39 586 2274 236 internal_value=0 -5.04938e-05 8.95142e-05 internal_weight=0 56.2083 35.5142 internal_count=3135 2313 822 is_linear=0 shrinkage=0.000400217 Tree=8335 num_leaves=4 num_cat=0 split_feature=483 15 133 split_gain=1.95352 2.05189 1.79433 threshold=0.079055000000000014 -0.46645999999999993 0.10635000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00153308807253993 0.017765275717038925 -0.01884734122840909 -0.015017846914365101 leaf_weight=83.517873010687936 0.67459166187472863 3.6717855106135167 2.7094336652053235 leaf_count=2337 50 297 385 internal_value=0 -0.0128613 0.000994223 internal_weight=0 4.34638 86.2273 internal_count=3069 347 2722 is_linear=0 shrinkage=0.0204111 Tree=8336 num_leaves=4 num_cat=0 split_feature=403 151 2 split_gain=1.67698 1.65247 0.65576 threshold=0.08888500000000002 0.10504000000000001 0.10912000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014647711578971965 -0.021142089864552169 -0.013274115876373237 0.0054162722150805564 leaf_weight=88.880998664641083 1.8968057881284033 3.1746551274918593 0.43059556264051924 leaf_count=2782 229 79 35 internal_value=0 0.000940974 -0.0162054 internal_weight=0 92.0557 2.3274 internal_count=3125 2861 264 is_linear=0 shrinkage=0.0204111 Tree=8337 num_leaves=4 num_cat=0 split_feature=2 159 43 split_gain=2.06675 2.96299 1.42109 threshold=0.097925000000000012 0.091330000000000008 -0.52898999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.097037685804651e-05 -0.00040389189338197807 -0.00038006812278265542 9.7694178670091475e-05 leaf_weight=49.979141455302852 0.81898013332101882 3.6333836777484967 36.707298166911187 leaf_count=1904 15 206 912 internal_value=0 -3.67245e-05 8.55785e-05 internal_weight=0 53.6125 37.5263 internal_count=3037 2110 927 is_linear=0 shrinkage=0.000400217 Tree=8338 num_leaves=4 num_cat=0 split_feature=1 16 2 split_gain=2.75683 2.95008 1.6807 threshold=1.0000000180025095e-35 0.0020050000000000003 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023587158510041191 -6.3150810726641504e-05 1.6738571477013489e-05 7.4006286111134983e-05 leaf_weight=16.124081926882358 21.70928852974248 13.588544676063064 41.49877066285444 leaf_count=1187 743 376 759 internal_value=0 -0.000120716 2.68703e-05 internal_weight=0 29.7126 63.2081 internal_count=3065 1563 1502 is_linear=0 shrinkage=0.000400217 Tree=8339 num_leaves=4 num_cat=0 split_feature=13 43 43 split_gain=2.81497 2.67641 1.25044 threshold=0.17936000000000002 -0.06705499999999999 -0.25406999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011881127497748911 -0.00039593889735035562 -2.894596466598916e-05 3.6379687745174116e-05 leaf_weight=29.784294925761515 3.7769919974543882 57.121844039339067 1.4547845133056387 leaf_count=1165 124 1718 51 internal_value=0 2.17808e-05 -0.000277482 internal_weight=0 86.9061 5.23178 internal_count=3058 2883 175 is_linear=0 shrinkage=0.000400217 Tree=8340 num_leaves=4 num_cat=0 split_feature=51 9 3 split_gain=2.51197 2.19048 0.449106 threshold=0.14276500000000003 0.084755000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021842554885842555 -0.0060124363817820031 -0.012181742529155657 -0.025227678325950954 leaf_weight=83.522526185731749 0.84512496262664205 4.5579164713490163 1.5929415209102433 leaf_count=2908 76 96 29 internal_value=0 0.00142633 -0.0191234 internal_weight=0 88.0804 2.43807 internal_count=3109 3004 105 is_linear=0 shrinkage=0.0204111 Tree=8341 num_leaves=3 num_cat=0 split_feature=123 3 split_gain=2.10496 2.25091 threshold=-0.027219999999999998 -0.10643499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019439690352517872 0.0030229111836450745 -0.0045206875016184124 leaf_weight=1.731556090468074 21.998318225148978 64.797558959840444 leaf_count=38 396 2680 internal_value=0 -0.00260734 internal_weight=0 86.7959 internal_count=3114 3076 is_linear=0 shrinkage=0.0204111 Tree=8342 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=2.2681 3.76468 2.6623 threshold=1.0000000180025095e-35 -0.029174999999999996 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5026556039039158e-05 -0.00024442436892477693 -0.00028053426870734412 4.7656966596729414e-05 leaf_weight=15.632203688338452 5.3708187984630049 12.234106404912835 56.561258745950909 leaf_count=817 187 738 1325 internal_value=0 -0.000115336 2.1932e-05 internal_weight=0 27.8663 61.9321 internal_count=3067 1555 1512 is_linear=0 shrinkage=0.000400217 Tree=8343 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=2.14452 2.30855 threshold=-0.094679999999999986 0.084715000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017349500349398521 -0.00086462634536396753 0.0096741373512283426 leaf_weight=2.8527055270969859 78.252368501495994 9.6234258827735157 leaf_count=57 2831 180 internal_value=0 0.000300333 internal_weight=0 87.8758 internal_count=3068 3011 is_linear=0 shrinkage=0.0204111 Tree=8344 num_leaves=3 num_cat=0 split_feature=1374 158 split_gain=1.63044 1.52069 threshold=-0.094679999999999986 0.11034000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00027240672500686037 2.8223323296960567e-05 -0.00040099678413768787 leaf_weight=3.0074337639962314 89.138400692334471 1.2303352447324858 leaf_count=54 2866 136 internal_value=0 2.18907e-05 internal_weight=0 90.3687 internal_count=3056 3002 is_linear=0 shrinkage=0.000400217 Tree=8345 num_leaves=4 num_cat=0 split_feature=1 151 50 split_gain=2.4393 2.45599 2.19682 threshold=0.11584000000000001 0.0035100000000000005 0.086500000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.6817010250472664e-06 0.00021193090955140824 -0.00026907774126931454 -0.00028499589882728801 leaf_weight=73.986990051128032 14.651529248993031 1.8247659106273193 4.3330915922142585 leaf_count=2194 389 30 487 internal_value=0 0.000157202 -1.17288e-05 internal_weight=0 16.4763 78.3201 internal_count=3100 419 2681 is_linear=0 shrinkage=0.000400217 Tree=8346 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=1.92308 1.81982 threshold=-1.0000000180025095e-35 0.51074000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021183799837113451 -0.00024410095398162416 0.018822081828264597 leaf_weight=1.74190743035433 91.535910332885578 2.0222249488288062 leaf_count=96 2929 109 internal_value=0 0.000190014 internal_weight=0 93.5581 internal_count=3134 3038 is_linear=0 shrinkage=0.0204111 Tree=8347 num_leaves=4 num_cat=0 split_feature=15 43 131 split_gain=2.43807 3.72963 2.68368 threshold=0.084050000000000014 0.23693500000000003 0.092255000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.397646164247403e-05 -0.00029329087384223754 0.00043584423553483514 -0.00030361024071181187 leaf_weight=76.029151131966955 8.750424255388678 1.1860701473997313 4.1161413299778351 leaf_count=1846 967 69 196 internal_value=0 -0.000202371 6.752e-06 internal_weight=0 9.93649 80.1453 internal_count=3078 1036 2042 is_linear=0 shrinkage=0.000400217 Tree=8348 num_leaves=4 num_cat=0 split_feature=0 48 15 split_gain=2.27121 2.94759 2.56849 threshold=-0.10643499999999999 0.098985000000000017 -0.014769999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5472616247713377e-05 -7.203574777021841e-05 0.00022181836372472548 0.00024469033262333116 leaf_weight=29.185145172570628 44.794989883153903 6.1158104701535185 12.020805243766516 leaf_count=420 2328 177 142 internal_value=0 -3.63263e-05 8.99137e-05 internal_weight=0 50.9108 41.206 internal_count=3067 2505 562 is_linear=0 shrinkage=0.000400217 Tree=8349 num_leaves=4 num_cat=0 split_feature=0 48 1 split_gain=1.98908 3.4006 3.06683 threshold=-0.10726999999999999 0.12675000000000003 0.10384000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.005536695160017706 -0.0054237268805253352 -0.017408554160878241 0.0057316334327069708 leaf_weight=36.495799511187215 36.073236570960717 2.7961342997168677 14.231576584912544 leaf_count=519 2066 37 471 internal_value=0 0.00385901 -0.00226208 internal_weight=0 39.2919 50.3048 internal_count=3093 556 2537 is_linear=0 shrinkage=0.0204111 Tree=8350 num_leaves=4 num_cat=0 split_feature=132 0 2 split_gain=2.03248 4.12096 1.62212 threshold=0.08018500000000002 0.21217000000000003 0.099300000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0335298090824188e-05 -3.5151612295180401e-05 -0.00066017103673245278 0.00030637977576763651 leaf_weight=79.719933852580652 3.7597844324081944 1.5339123158191785 5.2796585219984991 leaf_count=2757 195 11 127 internal_value=0 -3.3306e-05 0.000165634 internal_weight=0 81.2538 9.03944 internal_count=3090 2768 322 is_linear=0 shrinkage=0.000400217 Tree=8351 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=1.71843 1.72752 threshold=-0.094679999999999986 0.31089000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00027216578512816533 1.3812529931687259e-05 0.00044359932185883964 leaf_weight=3.2072101841913527 89.933139631105405 1.4116397420875717 leaf_count=56 3017 8 internal_value=0 2.09894e-05 internal_weight=0 91.3448 internal_count=3081 3025 is_linear=0 shrinkage=0.000400217 Tree=8352 num_leaves=3 num_cat=0 split_feature=1374 158 split_gain=1.71041 1.74601 threshold=0.090240000000000015 0.11034000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020655489769602817 -0.018038360398436443 -0.0193479654214967 leaf_weight=89.333149282331988 1.7574353261006752 1.5037652304486062 leaf_count=2898 60 138 internal_value=0 0.00168767 internal_weight=0 90.8369 internal_count=3096 3036 is_linear=0 shrinkage=0.0204111 Tree=8353 num_leaves=4 num_cat=0 split_feature=1 4 40 split_gain=2.33487 3.74376 2.00182 threshold=1.0000000180025095e-35 -0.029174999999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0288430673286008e-05 8.136568022937073e-06 -0.00028364930485519937 0.0002775019741222491 leaf_weight=14.740453573934248 58.624908162926658 11.467925574780336 4.6681083685834883 leaf_count=815 1441 749 72 internal_value=0 -0.000113346 2.84583e-05 internal_weight=0 26.2084 63.293 internal_count=3077 1564 1513 is_linear=0 shrinkage=0.000400217 Tree=8354 num_leaves=3 num_cat=0 split_feature=147 11 split_gain=1.52641 1.60996 threshold=-1.0000000180025095e-35 0.088315000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020889504766797733 0.0016995208911486611 -0.010676533584113126 leaf_weight=1.2291323702447687 83.467213336170744 4.5101379188799902 leaf_count=31 2914 119 internal_value=0 0.0010523 internal_weight=0 87.9774 internal_count=3064 3033 is_linear=0 shrinkage=0.0204111 Tree=8355 num_leaves=4 num_cat=0 split_feature=2 2 13 split_gain=2.10283 2.141 0.410259 threshold=-0.14169499999999999 -0.074699999999999989 -0.079844999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0065115669289985733 -0.017581384156041172 -2.2885223457958167e-05 0.020263054364729333 leaf_weight=1.7504192792403048 2.881447671679779 86.407769079080936 2.1647579938871777 leaf_count=32 47 2955 46 internal_value=0 -0.000610824 0.0144669 internal_weight=0 89.2892 3.91518 internal_count=3080 3002 78 is_linear=0 shrinkage=0.0204111 Tree=8356 num_leaves=3 num_cat=0 split_feature=51 123 split_gain=1.98712 1.89953 threshold=-0.39874999999999999 0.086020000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021191188568745759 -0.00034231733981338888 0.01239572743410325 leaf_weight=1.6999707735521941 83.524121463815845 5.0674251886375705 leaf_count=118 2790 184 internal_value=0 0.000401024 internal_weight=0 88.5915 internal_count=3092 2974 is_linear=0 shrinkage=0.0204111 Tree=8357 num_leaves=4 num_cat=0 split_feature=483 39 160 split_gain=1.94606 2.01259 0.0149625 threshold=-0.086419999999999983 -1.0000000180025095e-35 0.5132500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004624396747125819 -0.00027696745585786299 3.807409029946316e-05 -0.00022169441056429405 leaf_weight=1.0946987055776833 3.2615183910238548 87.761284879445611 0.39606221658323182 leaf_count=107 65 2907 45 internal_value=0 2.64591e-05 -0.000418435 internal_weight=0 91.0228 1.49076 internal_count=3124 2972 152 is_linear=0 shrinkage=0.000400217 Tree=8358 num_leaves=4 num_cat=0 split_feature=12 160 49 split_gain=2.17849 1.77065 0.568309 threshold=0.12212000000000002 -0.40187499999999993 -0.029519999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019012958429462053 -0.0038860450934769478 0.0017394662318019035 -0.02314747722814137 leaf_weight=1.6349452758240648 1.0385620253800882 89.055178275484195 1.7931459921292106 leaf_count=234 23 2771 91 internal_value=0 0.00134236 -0.0164996 internal_weight=0 90.6901 2.83171 internal_count=3119 3005 114 is_linear=0 shrinkage=0.0204111 Tree=8359 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=1.915 3.59177 3.47768 threshold=0.14303000000000002 0.085220000000000004 -0.091214999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5409773018824499e-05 -0.00036654703432754032 -0.00046705108535372556 0.0003430819986412563 leaf_weight=78.688256619211188 1.323901910047425 2.9534126190264933 4.8539745804769145 leaf_count=2781 75 82 169 internal_value=0 -4.20041e-05 0.000187192 internal_weight=0 81.6417 6.17788 internal_count=3107 2863 244 is_linear=0 shrinkage=0.000400217 Tree=8360 num_leaves=4 num_cat=0 split_feature=38 2 12 split_gain=1.95777 1.92628 0.219206 threshold=1.0000000180025095e-35 0.092120000000000021 -0.18974999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020700774216089604 -0.0074425999875464381 0.0039347551297968806 -0.017463468894848604 leaf_weight=43.937610112415996 1.9378925033961421 44.884533483507767 2.2481917049735776 leaf_count=1850 33 1186 45 internal_value=0 0.000965481 -0.0131392 internal_weight=0 88.8221 4.18608 internal_count=3114 3036 78 is_linear=0 shrinkage=0.0204111 Tree=8361 num_leaves=4 num_cat=0 split_feature=2 0 156 split_gain=2.25647 4.89135 2.02144 threshold=1.0000000180025095e-35 -0.067014999999999977 0.084190000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014590939221929533 0.0026996768590608149 0.0061022274658038616 -0.0074907185705060482 leaf_weight=11.9962771511091 59.993406334285282 7.7581007616900015 9.2653015965006471 leaf_count=567 1965 184 387 internal_value=0 -0.00647556 0.00132653 internal_weight=0 19.7544 69.2587 internal_count=3103 751 2352 is_linear=0 shrinkage=0.0204111 Tree=8362 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=1.95537 2.96056 threshold=1.0000000180025095e-35 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.7076582900681526e-05 0.015543186497554427 -0.023226851163799297 leaf_weight=86.727988223147804 3.1470664812331952 2.2243692568736142 leaf_count=3032 70 44 internal_value=0 -0.000553636 internal_weight=0 88.9524 internal_count=3146 3076 is_linear=0 shrinkage=0.0204111 Tree=8363 num_leaves=4 num_cat=0 split_feature=483 15 43 split_gain=2.1737 2.40576 0.149195 threshold=0.10297500000000001 -0.31881499999999996 -0.075449999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01705093846867612 -0.0078037936073632255 0.0013011711499854406 -0.02424532580297933 leaf_weight=4.1322620698338133 0.44841427875508078 84.897551813841119 1.2361304363025727 leaf_count=207 55 2712 82 internal_value=0 0.00205269 -0.0206278 internal_weight=0 89.0298 1.68454 internal_count=3056 2919 137 is_linear=0 shrinkage=0.0204111 Tree=8364 num_leaves=4 num_cat=0 split_feature=2 48 147 split_gain=2.04268 2.52259 0.578897 threshold=-0.117405 -0.11284499999999999 0.074865000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010879358530044705 -0.0004525266713571053 1.621806461028247e-06 0.00040857662623248233 leaf_weight=2.047474706425418 1.8945053832321708 82.83114463827269 2.2196096889674664 leaf_count=63 34 2950 19 internal_value=0 -9.117e-06 0.000271191 internal_weight=0 84.7257 4.26708 internal_count=3066 2984 82 is_linear=0 shrinkage=0.000400217 Tree=8365 num_leaves=4 num_cat=0 split_feature=43 11 49 split_gain=2.15984 2.95382 2.70672 threshold=-0.063379999999999978 0.081005000000000008 0.11008500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012902003764758645 -5.3951448898537935e-05 -0.00030864807327909537 0.00022583487630926661 leaf_weight=33.922206929826643 54.520959036386557 2.5576836288382756 6.0523621395036562 leaf_count=1307 1593 57 134 internal_value=0 9.74836e-05 -2.56307e-05 internal_weight=0 36.4799 60.5733 internal_count=3091 1364 1727 is_linear=0 shrinkage=0.000400217 Tree=8366 num_leaves=3 num_cat=0 split_feature=33 42 split_gain=2.09817 2.10049 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044654364935318378 -0.00016118888910212362 2.4111996775089053e-05 leaf_weight=1.5999636056367297 11.098253938213928 77.693008915131031 leaf_count=43 813 2200 internal_value=0 7.76913e-07 internal_weight=0 88.7913 internal_count=3056 3013 is_linear=0 shrinkage=0.000400217 Tree=8367 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=2.6989 3.81427 3.37247 threshold=0.0019650000000000002 -0.0015099999999999998 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015852345132591436 -6.9234117035194614e-05 -0.021246778834226335 0.012700267895083614 leaf_weight=43.617638876609817 29.599807954550215 4.4293359776124808 12.042147714964811 leaf_count=2031 806 118 167 internal_value=0 -0.00344297 0.00364764 internal_weight=0 48.047 41.642 internal_count=3122 2149 973 is_linear=0 shrinkage=0.0204111 Tree=8368 num_leaves=3 num_cat=0 split_feature=52 448 split_gain=1.88742 1.82941 threshold=-0.51586999999999994 -0.083779999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019700877560525978 -0.017408224004649264 0.0028500403549500592 leaf_weight=1.5233817375665228 1.7863889790605743 88.910254707634977 leaf_count=220 39 2833 internal_value=0 0.00243005 internal_weight=0 90.6966 internal_count=3092 2872 is_linear=0 shrinkage=0.0204111 Tree=8369 num_leaves=4 num_cat=0 split_feature=457 12 0 split_gain=1.97903 2.53537 2.36714 threshold=-0.0024349999999999997 -1.0000000180025095e-35 -0.23031999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023733396024882219 0.00022068620806928077 -0.00032635996609777743 -3.296959898892084e-06 leaf_weight=1.5661704451777039 8.2946787338878476 5.5007850201909596 74.800852464127729 leaf_count=24 93 220 2763 internal_value=0 -0.000199682 1.93281e-05 internal_weight=0 7.06696 83.0955 internal_count=3100 244 2856 is_linear=0 shrinkage=0.000400217 Tree=8370 num_leaves=4 num_cat=0 split_feature=42 160 132 split_gain=2.49448 1.54555 0.491301 threshold=-0.097914999999999988 -0.40187499999999993 0.081055000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021303650307358087 -0.018888278314243764 0.00079203266567504061 -0.0012884361003902447 leaf_weight=2.6062931739015762 1.5833861994115057 85.706140725807018 0.64767448042402964 leaf_count=191 234 2659 22 internal_value=0 0.000411302 -0.0174952 internal_weight=0 87.2895 3.25397 internal_count=3106 2893 213 is_linear=0 shrinkage=0.0204111 Tree=8371 num_leaves=3 num_cat=0 split_feature=51 3 split_gain=1.90556 1.51405 threshold=-0.39874999999999999 0.17769000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021214023045194593 -0.0014110681464022262 0.0087517782517489134 leaf_weight=1.8078017568132043 82.266374248420107 6.4847858943248857 leaf_count=118 2842 153 internal_value=0 -0.000658407 internal_weight=0 88.7512 internal_count=3113 2995 is_linear=0 shrinkage=0.0204111 Tree=8372 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=1.74362 2.13018 threshold=-0.5318799999999998 0.17769000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015229480319408463 -0.00017938368783040133 0.014371786194057698 leaf_weight=2.9016347451251923 81.929183818524962 4.3052163646425461 leaf_count=38 2957 118 internal_value=0 0.000564772 internal_weight=0 86.2344 internal_count=3113 3075 is_linear=0 shrinkage=0.0204111 Tree=8373 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=1.69186 1.80071 1.08064 threshold=0.40945500000000007 0.16180500000000003 0.41269500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001455845641940117 0.025096600608385304 -0.018263181125430687 0.0039272355430838915 leaf_weight=83.893323836964555 1.3500861360880652 2.6320914079469722 3.3854551264214479 leaf_count=2740 16 155 205 internal_value=0 -0.00199006 0.0104028 internal_weight=0 86.5254 4.73554 internal_count=3116 2895 221 is_linear=0 shrinkage=0.0204111 Tree=8374 num_leaves=3 num_cat=0 split_feature=133 160 split_gain=1.75677 1.83243 threshold=-0.25351499999999993 -0.15845999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042825615348328968 -0.00025286384798250088 2.18184583577286e-05 leaf_weight=1.3829483301701646 3.9651663757799716 84.734902555904227 leaf_count=191 348 2595 internal_value=0 9.236e-06 internal_weight=0 88.7001 internal_count=3134 2943 is_linear=0 shrinkage=0.000400217 Tree=8375 num_leaves=4 num_cat=0 split_feature=14 15 3 split_gain=2.30064 1.88995 0.413566 threshold=0.073890000000000011 -0.25766499999999998 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023307900664532665 -0.00053535845078093666 1.8894301618959177e-06 -0.00016771078152104924 leaf_weight=5.9628097052773219 1.2161430461364946 83.740289374632766 1.0066161837894458 leaf_count=237 78 2767 32 internal_value=0 1.75286e-05 -0.00038489 internal_weight=0 89.7031 2.22276 internal_count=3114 3004 110 is_linear=0 shrinkage=0.000400217 Tree=8376 num_leaves=4 num_cat=0 split_feature=12 157 43 split_gain=2.60219 3.40797 2.63703 threshold=0.079600000000000018 -0.078914999999999985 -0.27157999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029100088688549226 0.00017067589905575399 -6.126490793554121e-06 -0.00013871358366488194 leaf_weight=7.1449555301223873 4.9536478719910511 41.753736216795005 34.831008544073939 leaf_count=74 118 758 2119 internal_value=0 3.78546e-05 -9.98201e-05 internal_weight=0 48.8987 39.7847 internal_count=3069 832 2237 is_linear=0 shrinkage=0.000400217 Tree=8377 num_leaves=3 num_cat=0 split_feature=33 48 split_gain=1.746 1.70581 threshold=-1.0000000180025095e-35 0.11978500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016989587169675659 0.0023281319115779089 -0.0082670275263829352 leaf_weight=2.0618151542730621 83.175844290913119 6.7421460130462938 leaf_count=49 2899 124 internal_value=0 0.0015244 internal_weight=0 89.918 internal_count=3072 3023 is_linear=0 shrinkage=0.0204111 Tree=8378 num_leaves=3 num_cat=0 split_feature=1375 3 split_gain=2.43256 2.11951 threshold=-0.43271999999999994 -0.078644999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052010036154236919 -6.1865293438382186e-05 6.2444990608687297e-05 leaf_weight=1.269189540620572 35.441521283254133 57.397448541886661 leaf_count=14 1714 1376 internal_value=0 1.49719e-05 internal_weight=0 92.839 internal_count=3104 3090 is_linear=0 shrinkage=0.000400217 Tree=8379 num_leaves=4 num_cat=0 split_feature=4 14 1 split_gain=1.82501 2.00013 0.105859 threshold=0.51074000000000008 -0.13131999999999996 0.11231500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014049751128928367 0.0079852107367773643 0.0012721666644252079 0.021367074624384273 leaf_weight=3.5870116953155948 0.49973193369805757 87.832857933556852 1.7323081678550805 leaf_count=79 13 2913 131 internal_value=0 0.000654534 0.0188956 internal_weight=0 91.4199 2.23204 internal_count=3136 2992 144 is_linear=0 shrinkage=0.0204111 Tree=8380 num_leaves=4 num_cat=0 split_feature=1 160 3 split_gain=1.99676 3.25778 2.39536 threshold=0.099470000000000017 -0.091964999999999977 0.096440000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040794930170148189 0.00017826844103120061 -1.7613004641554813e-06 -3.1450907341673582e-05 leaf_weight=3.2488138512537708 21.681657804329006 53.681738046970167 14.496687973602091 leaf_count=352 555 1931 259 internal_value=0 -2.56962e-05 9.4396e-05 internal_weight=0 56.9306 36.1783 internal_count=3097 2283 814 is_linear=0 shrinkage=0.000400217 Tree=8381 num_leaves=4 num_cat=0 split_feature=376 1373 39 split_gain=1.95365 1.96794 0.167635 threshold=0.08672500000000001 0.099250000000000019 0.089030000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0447604375306256e-05 0.00018768798538903084 -0.00047578554740504626 0.00038202433080431213 leaf_weight=85.996756645367213 1.7409626231528812 1.2422679671471986 1.9059555407802689 leaf_count=2992 26 26 53 internal_value=0 2.92274e-06 0.000297606 internal_weight=0 87.239 3.64692 internal_count=3097 3018 79 is_linear=0 shrinkage=0.000400217 Tree=8382 num_leaves=4 num_cat=0 split_feature=42 51 43 split_gain=1.84172 2.78754 2.55736 threshold=-1.0000000180025095e-35 -0.050864999999999994 0.25734000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0043497652017992754 0.0019511957719351482 -0.016626425946950019 -0.023986218082462239 leaf_weight=4.5770987518499169 77.552462027734691 6.002784891128611 1.5050435600787739 leaf_count=123 2204 697 52 internal_value=0 -0.00760113 0.00142419 internal_weight=0 10.5799 79.0575 internal_count=3076 820 2256 is_linear=0 shrinkage=0.0204111 Tree=8383 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=3.09068 2.74709 2.06529 threshold=0.10100500000000003 0.10042000000000002 0.10253500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015458261252591777 0.0094674491601496723 -0.01946974583887974 -0.00074448856197540758 leaf_weight=51.249285627438439 18.992192706165952 3.7190385478202179 14.496302058716536 leaf_count=2012 523 274 240 internal_value=0 -0.00279563 0.00505922 internal_weight=0 54.9683 33.4885 internal_count=3049 2286 763 is_linear=0 shrinkage=0.0204111 Tree=8384 num_leaves=3 num_cat=0 split_feature=160 43 split_gain=1.66162 1.65606 threshold=-0.40187499999999993 -0.063379999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041402064008083401 4.8707111140515919e-05 -6.5649546840283526e-05 leaf_weight=1.6637896234146854 32.325324039737097 54.055324651221781 leaf_count=261 1256 1613 internal_value=0 -2.28474e-05 internal_weight=0 86.3806 internal_count=3130 2869 is_linear=0 shrinkage=0.000400217 Tree=8385 num_leaves=3 num_cat=0 split_feature=146 1 split_gain=2.11909 1.61245 threshold=0.082850000000000021 0.11584000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.6583149509489171e-06 -0.00035946880806758365 0.00014202315394241133 leaf_weight=80.189301380779398 2.2457680395455091 15.559097960613142 leaf_count=2627 30 420 internal_value=0 2.46068e-05 internal_weight=0 95.7484 internal_count=3077 3047 is_linear=0 shrinkage=0.000400217 Tree=8386 num_leaves=4 num_cat=0 split_feature=1 454 52 split_gain=1.88045 3.18127 2.29418 threshold=0.10100500000000003 1.0000000180025095e-35 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.6392392375160722e-05 -0.00038957362154328 0.00039073060368745088 0.00010605010832091505 leaf_weight=55.767229127467544 1.4610380771191547 2.5594587006489737 31.784722832861007 leaf_count=2285 110 23 700 internal_value=0 -3.6061e-05 8.30346e-05 internal_weight=0 58.3267 33.2458 internal_count=3118 2308 810 is_linear=0 shrinkage=0.000400217 Tree=8387 num_leaves=4 num_cat=0 split_feature=480 159 16 split_gain=1.98277 1.6741 0.102358 threshold=0.086640000000000009 0.10862000000000001 -0.40493999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00075524130868986786 -0.0050099771548854886 -0.014390800960930797 -0.021262885903244232 leaf_weight=83.490155909816622 0.26568997924914617 3.043086664006295 1.795680825130147 leaf_count=2626 13 205 196 internal_value=0 0.000204697 -0.0195341 internal_weight=0 86.5332 2.06137 internal_count=3040 2831 209 is_linear=0 shrinkage=0.0204111 Tree=8388 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.83622 1.86546 threshold=-0.5318799999999998 -0.52153499999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028585078682260499 0.00049831684331438789 2.3808237411173169e-05 leaf_weight=2.9189916386385439 1.2351284825272149 91.277065836952033 leaf_count=42 10 3086 internal_value=0 3.07381e-05 internal_weight=0 92.5122 internal_count=3138 3096 is_linear=0 shrinkage=0.000400217 Tree=8389 num_leaves=3 num_cat=0 split_feature=1373 49 split_gain=1.86398 1.60584 threshold=0.099250000000000019 -0.21083999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011291982761168976 -0.02436244761548308 -0.00012988022897711857 leaf_weight=5.3428041621846196 1.1562835176773649 85.60517959473691 leaf_count=68 27 2988 internal_value=0 0.000554165 internal_weight=0 90.948 internal_count=3083 3056 is_linear=0 shrinkage=0.0204111 Tree=8390 num_leaves=4 num_cat=0 split_feature=3 3 4 split_gain=2.48155 3.06486 1.88177 threshold=-0.097724999999999992 -0.077754999999999977 0.40865500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001351812745326711 -0.00024473823120289736 -1.5833736211116574e-05 -0.00019335147311195887 leaf_weight=21.685407807890446 11.180006436358779 55.126516028588867 3.1027667373418799 leaf_count=418 1346 1317 51 internal_value=0 -5.47771e-05 9.33739e-05 internal_weight=0 66.3065 24.7882 internal_count=3132 2663 469 is_linear=0 shrinkage=0.000400217 Tree=8391 num_leaves=4 num_cat=0 split_feature=2 48 49 split_gain=1.81926 2.54835 0.830121 threshold=-0.117405 -0.11284499999999999 -0.0093449999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020847451566843946 -0.023768743655996332 0.0002110354091906044 0.0037796099896237837 leaf_weight=2.356554883554054 1.773979816774953 87.735800495172953 2.404013419582042 leaf_count=36 36 3000 63 internal_value=0 -0.000293317 0.0125134 internal_weight=0 89.5098 4.76057 internal_count=3135 3036 99 is_linear=0 shrinkage=0.0204111 Tree=8392 num_leaves=3 num_cat=0 split_feature=160 1213 split_gain=1.94148 1.69526 threshold=-0.40187499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041217618017745736 -0.00024179156178785857 3.6206707044787422e-05 leaf_weight=1.5459293741846512 3.5516288363660342 86.205176874299468 leaf_count=247 441 2395 internal_value=0 2.49189e-05 internal_weight=0 89.7568 internal_count=3083 2836 is_linear=0 shrinkage=0.000400217 Tree=8393 num_leaves=4 num_cat=0 split_feature=14 11 48 split_gain=1.90837 1.65196 0.38118 threshold=0.077685000000000018 0.088315000000000018 -0.032929999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0355378177386531e-05 -0.00014466559562777319 -0.00021173672696917775 -0.00051320566477463581 leaf_weight=86.321541512104432 0.92580013205224521 4.2639524169208007 1.0576624749191967 leaf_count=2931 15 95 82 internal_value=0 2.82424e-05 -0.000358108 internal_weight=0 90.5855 1.98346 internal_count=3123 3026 97 is_linear=0 shrinkage=0.000400217 Tree=8394 num_leaves=4 num_cat=0 split_feature=52 39 42 split_gain=2.6653 3.04347 2.24986 threshold=0.28122000000000008 0.16168500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014079910238456094 -0.00046575234367316772 0.00046029353393110795 4.8612839237440354e-05 leaf_weight=11.451544290201126 3.2240907164850792 0.59141904115676869 76.461214616156667 leaf_count=775 288 1 2004 internal_value=0 -0.000313181 2.37923e-05 internal_weight=0 3.81551 87.9128 internal_count=3068 289 2779 is_linear=0 shrinkage=0.000400217 Tree=8395 num_leaves=4 num_cat=0 split_feature=15 1 133 split_gain=1.68323 3.0597 2.26726 threshold=-0.095604999999999982 0.085880000000000026 0.10681500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022019986855563414 0.0029174442081880882 -0.0010897864302788858 -0.016076883594656935 leaf_weight=3.3006831676721076 66.794936237157117 19.841269419852324 2.6143456795934972 leaf_count=236 2072 421 394 internal_value=0 -0.00416667 0.00217727 internal_weight=0 23.142 69.4093 internal_count=3123 657 2466 is_linear=0 shrinkage=0.0204111 Tree=8396 num_leaves=4 num_cat=0 split_feature=2 4 132 split_gain=2.30382 3.15903 1.55406 threshold=0.097925000000000012 -0.078079999999999997 0.081055000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2467241653363736e-05 3.7593999054690739e-05 -0.00012274551027395919 0.00028811400708061936 leaf_weight=15.187286834349832 33.311056658287271 38.207145025165346 4.3987162367775445 leaf_count=804 806 1363 125 internal_value=0 -6.14659e-05 6.75827e-05 internal_weight=0 53.3944 37.7098 internal_count=3098 2167 931 is_linear=0 shrinkage=0.000400217 Tree=8397 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=1.70723 3.06914 threshold=0.26950500000000005 -0.19537999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027439145461679275 -0.00029487433376377295 -4.7502200272917645e-06 leaf_weight=6.7215006289916337 2.797403717890119 82.155031730080736 leaf_count=134 71 2839 internal_value=0 1.66792e-05 internal_weight=0 88.8765 internal_count=3044 2973 is_linear=0 shrinkage=0.000400217 Tree=8398 num_leaves=3 num_cat=0 split_feature=454 4 split_gain=1.7067 1.75351 threshold=-1.0000000180025095e-35 -0.49977499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032479248337393589 -0.00024900799902010382 2.8811678450907216e-05 leaf_weight=2.282610849273623 3.6830457757023387 88.633567593680255 leaf_count=65 136 2904 internal_value=0 1.74396e-05 internal_weight=0 92.3166 internal_count=3105 3040 is_linear=0 shrinkage=0.000400217 Tree=8399 num_leaves=4 num_cat=0 split_feature=159 482 3 split_gain=1.81281 1.81656 1.0403 threshold=0.10843500000000002 0.090355000000000005 -0.14162499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016216408478018425 0.010253716714223563 -0.019167957454942187 -0.019953777698071013 leaf_weight=88.570533424792302 0.50773594551719758 1.6747159559381533 2.4865400255494015 leaf_count=2749 23 135 179 internal_value=0 0.00121257 -0.0146466 internal_weight=0 90.2452 2.99428 internal_count=3086 2884 202 is_linear=0 shrinkage=0.0204111 Tree=8400 num_leaves=3 num_cat=0 split_feature=156 401 split_gain=1.50912 1.45696 threshold=-1.0000000180025095e-35 0.083100000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039113479926604534 1.7397749493087865e-05 -0.00027809746985277668 leaf_weight=1.4232913660762267 92.228275114511234 2.6404344617694724 leaf_count=161 2702 282 internal_value=0 8.85524e-06 internal_weight=0 94.8687 internal_count=3145 2984 is_linear=0 shrinkage=0.000400217 Tree=8401 num_leaves=4 num_cat=0 split_feature=1213 4 475 split_gain=2.32664 1.82211 0.80187 threshold=-1.0000000180025095e-35 0.50673000000000001 -0.085669999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027214402218662926 9.2112050465077786e-07 0.00033402104348859005 -0.00040167872628153365 leaf_weight=0.23615057021379504 80.981738775533358 2.6067428471651501 2.7629321190370311 leaf_count=2 2448 165 466 internal_value=0 1.17419e-05 -0.000340736 internal_weight=0 83.5885 2.99908 internal_count=3081 2613 468 is_linear=0 shrinkage=0.000400217 Tree=8402 num_leaves=4 num_cat=0 split_feature=42 1 33 split_gain=1.76508 4.56731 2.50533 threshold=0.084050000000000014 0.099515000000000006 0.084300000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001844785885542255 -0.012909286232426797 0.0052149155780436404 -0.021363422926265037 leaf_weight=64.8764189198032 13.711748870586691 9.8872906008909904 1.8857100259338029 leaf_count=1690 1094 273 35 internal_value=0 -0.00532702 0.00115459 internal_weight=0 23.599 66.7621 internal_count=3092 1367 1725 is_linear=0 shrinkage=0.0204111 Tree=8403 num_leaves=4 num_cat=0 split_feature=52 16 52 split_gain=2.16494 2.48626 2.24669 threshold=-0.048794999999999991 -0.097599999999999978 -0.0064899999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003769414945469095 -0.00026154014169659016 0.00012612264871030829 -1.3469066815361218e-06 leaf_weight=1.5502261873771193 5.7866339751635669 31.076454200066109 53.782250348448088 leaf_count=36 252 888 1891 internal_value=0 0.000101013 -2.70658e-05 internal_weight=0 32.6267 59.5689 internal_count=3067 924 2143 is_linear=0 shrinkage=0.000400217 Tree=8404 num_leaves=4 num_cat=0 split_feature=1 43 1186 split_gain=2.59005 4.80163 2.61404 threshold=1.0000000180025095e-35 0.077425000000000008 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024218677638246825 3.7470614677414924e-06 0.00011065189015285417 0.00041423965059466267 leaf_weight=18.653201125262743 55.28511486084426 9.129453243491751 2.4898880413966245 leaf_count=1351 1465 204 31 internal_value=0 -0.000126264 2.22048e-05 internal_weight=0 27.7827 57.775 internal_count=3051 1555 1496 is_linear=0 shrinkage=0.000400217 Tree=8405 num_leaves=4 num_cat=0 split_feature=151 11 0 split_gain=1.57507 2.30728 1.71173 threshold=0.055120000000000009 0.088160000000000002 -0.09300499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015739276959615177 -0.00091686600054858203 -0.015135682074219881 -0.020249785054491615 leaf_weight=77.204697086463966 4.7679770571703557 3.491475556864315 3.0814309765119097 leaf_count=2840 60 112 76 internal_value=0 0.000830984 -0.00868442 internal_weight=0 80.6962 7.84941 internal_count=3088 2952 136 is_linear=0 shrinkage=0.0204111 Tree=8406 num_leaves=4 num_cat=0 split_feature=1 484 0 split_gain=2.1808 2.39865 1.30851 threshold=0.11584000000000001 -0.083139999999999992 -0.14043999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000442071187936375 -5.1721114659726424e-05 -2.5494950604616086e-06 0.00021032208284087358 leaf_weight=1.9332079515856992 3.9916469628515214 72.240991746502004 12.348428461715228 leaf_count=253 74 2373 360 internal_value=0 -1.46538e-05 0.000146392 internal_weight=0 74.1742 16.3401 internal_count=3060 2626 434 is_linear=0 shrinkage=0.000400217 Tree=8407 num_leaves=4 num_cat=0 split_feature=1 48 0 split_gain=1.42105 1.78849 1.57469 threshold=0.10100500000000003 -0.07965499999999999 -0.053439999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010930902492208554 0.0062056281134688042 -0.0025855736297614772 -0.0041834868779421878 leaf_weight=4.3125230026053023 25.644049177826673 52.268090485672246 7.8686668861773787 leaf_count=81 507 2193 280 internal_value=0 -0.00153581 0.00376049 internal_weight=0 56.5806 33.5127 internal_count=3061 2274 787 is_linear=0 shrinkage=0.0204111 Tree=8408 num_leaves=3 num_cat=0 split_feature=33 0 split_gain=1.65064 1.58817 threshold=-0.084449999999999983 -0.074479999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022705950268868638 -0.00060684919861932857 0.0049968959395358201 leaf_weight=1.0712521116947744 54.318310919870555 34.289888349252578 leaf_count=26 2137 919 internal_value=0 0.00156528 internal_weight=0 88.6082 internal_count=3082 3056 is_linear=0 shrinkage=0.0204111 Tree=8409 num_leaves=4 num_cat=0 split_feature=3 47 3 split_gain=2.50431 2.50973 2.43942 threshold=-0.10643499999999999 0.085165000000000018 -0.080944999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8930263944238302e-05 -0.00024048491894431331 0.00034745069377495254 -3.376083667551367e-05 leaf_weight=17.926743808391624 10.718548954812375 4.5945161681738673 59.045569868074381 leaf_count=361 1111 38 1619 internal_value=0 8.73383e-05 -6.58563e-05 internal_weight=0 22.5213 69.7641 internal_count=3129 399 2730 is_linear=0 shrinkage=0.000400217 Tree=8410 num_leaves=4 num_cat=0 split_feature=150 15 43 split_gain=2.78031 2.92806 2.31929 threshold=0.082085000000000019 -0.031974999999999996 -0.069909999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.421458041877933e-05 0.00020539004056095361 -0.00015516367540122699 -9.683497747090153e-05 leaf_weight=26.478053715573424 16.528566631797734 4.5171898516418869 41.93661834685463 leaf_count=1072 262 137 1573 internal_value=0 0.00012759 -3.83823e-05 internal_weight=0 21.0458 68.4147 internal_count=3044 399 2645 is_linear=0 shrinkage=0.000400217 Tree=8411 num_leaves=4 num_cat=0 split_feature=38 3 2 split_gain=1.52489 2.46326 0.386666 threshold=1.0000000180025095e-35 0.17769000000000004 0.10908500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1616516119941267e-06 -0.00033200823669626118 0.00030517367214307422 -9.209375375574467e-05 leaf_weight=85.063383031759258 2.1913234414532772 4.5427283246681318 2.2433316095048212 leaf_count=2900 45 130 37 internal_value=0 2.16825e-05 -0.000215901 internal_weight=0 89.6061 4.43466 internal_count=3112 3030 82 is_linear=0 shrinkage=0.000400217 Tree=8412 num_leaves=4 num_cat=0 split_feature=1429 1132 160 split_gain=1.69861 1.65789 0.150234 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.088289999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013112056782167735 -0.00041774435372275319 2.3513404534881474e-05 -0.0005038430889315504 leaf_weight=0.32367388123861929 1.2736797717807338 87.206095095388264 0.96206123995398118 leaf_count=36 23 2911 112 internal_value=0 1.66415e-05 -0.000428034 internal_weight=0 88.4798 1.28574 internal_count=3082 2934 148 is_linear=0 shrinkage=0.000400217 Tree=8413 num_leaves=3 num_cat=0 split_feature=4 483 split_gain=2.26655 2.1173 threshold=0.50673000000000001 0.080590000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.1097290063792241e-05 0.00039779918362162675 -0.00029403588332956054 leaf_weight=85.18991424031833 2.2196437375168889 3.6929832321893619 leaf_count=2623 147 289 internal_value=0 -1.93463e-06 internal_weight=0 88.8829 internal_count=3059 2912 is_linear=0 shrinkage=0.000400217 Tree=8414 num_leaves=4 num_cat=0 split_feature=160 160 48 split_gain=1.60918 2.23299 2.10074 threshold=0.084835000000000008 0.087065000000000017 -0.065059999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017825363501353838 0.00034896411663579309 2.3521889707287784e-05 -4.8440754115866673e-05 leaf_weight=7.1273086606524876 4.4332775037037235 13.210716691526612 68.589215773551587 leaf_count=126 43 343 2603 internal_value=0 0.000106978 -2.687e-05 internal_weight=0 17.644 75.7165 internal_count=3115 386 2729 is_linear=0 shrinkage=0.000400217 Tree=8415 num_leaves=4 num_cat=0 split_feature=1 16 157 split_gain=2.83614 4.29258 2.36559 threshold=0.076845000000000011 0.018230000000000003 -0.076494999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026906017450001524 0.00020127550446700238 3.9920253551212636e-05 -1.5441425556030942e-05 leaf_weight=16.353324967425582 9.3385164867650001 12.755636511196824 55.051266512964503 leaf_count=1294 193 352 1331 internal_value=0 -0.00013403 1.62841e-05 internal_weight=0 29.109 64.3898 internal_count=3170 1646 1524 is_linear=0 shrinkage=0.000400217 Tree=8416 num_leaves=3 num_cat=0 split_feature=124 43 split_gain=2.29247 1.72094 threshold=0.10230000000000002 0.25035000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.4656934801879799e-05 0.00033055886017821235 -0.00043285689929083398 leaf_weight=82.555685403249299 2.9378667204000513 1.4951325887723204 leaf_count=2858 44 183 internal_value=0 -2.2662e-05 internal_weight=0 84.0508 internal_count=3085 3041 is_linear=0 shrinkage=0.000400217 Tree=8417 num_leaves=3 num_cat=0 split_feature=0 149 split_gain=2.74313 2.55975 threshold=0.15398500000000004 0.10096000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00068717000867332201 -0.017476864917992604 -0.026158380276302046 leaf_weight=88.187658433084607 3.6841186943765925 1.3930004285066377 leaf_count=3003 59 29 internal_value=0 0.000237582 internal_weight=0 89.5807 internal_count=3091 3032 is_linear=0 shrinkage=0.0204111 Tree=8418 num_leaves=3 num_cat=0 split_feature=31 130 split_gain=1.60028 1.34258 threshold=-1.0000000180025095e-35 -0.24153999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020638549058811437 -0.026639492307025222 0.00016125788799748971 leaf_weight=1.4698251649242582 0.67344423197209735 91.208342882873694 leaf_count=89 22 3009 internal_value=0 -6.73617e-05 internal_weight=0 91.8818 internal_count=3120 3031 is_linear=0 shrinkage=0.0204111 Tree=8419 num_leaves=4 num_cat=0 split_feature=474 1211 51 split_gain=1.49581 1.4688 0.0503829 threshold=-1.0000000180025095e-35 0.079615000000000019 -0.12676999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002098035482363631 2.4520164727765109e-05 -0.00037316910232431825 -0.00052587593625810065 leaf_weight=0.34435425493211369 90.092330736753865 1.4007489246796456 0.65529845404853304 leaf_count=40 2789 165 70 internal_value=0 1.79829e-05 -0.000449097 internal_weight=0 91.4931 0.999653 internal_count=3064 2954 110 is_linear=0 shrinkage=0.000400217 Tree=8420 num_leaves=4 num_cat=0 split_feature=14 2 48 split_gain=1.97771 1.54944 0.626169 threshold=0.073890000000000011 0.086635000000000004 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9189620150136013e-05 -0.00063671012340335976 3.4089351504758756e-05 -0.0001817009893221854 leaf_weight=28.687988032253088 0.83794146589934859 58.772852977511093 1.2602130441318866 leaf_count=1191 15 1743 89 internal_value=0 -3.12097e-06 -0.000386469 internal_weight=0 87.4608 2.09815 internal_count=3038 2934 104 is_linear=0 shrinkage=0.000400217 Tree=8421 num_leaves=4 num_cat=0 split_feature=1213 49 475 split_gain=2.55324 2.33845 0.934552 threshold=-1.0000000180025095e-35 0.27293500000000009 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015306810851729797 0.0023146545270974444 -0.019009874636860557 -0.021552705822391462 leaf_weight=0.24206733703613315 86.641729549921365 2.0855125658672469 2.4996992228825539 leaf_count=1 2563 52 460 internal_value=0 0.0017901 -0.0178255 internal_weight=0 88.7272 2.74177 internal_count=3076 2615 461 is_linear=0 shrinkage=0.0204111 Tree=8422 num_leaves=4 num_cat=0 split_feature=42 149 160 split_gain=2.04944 1.92675 0.561291 threshold=-0.108275 0.091325000000000003 0.083295000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040298677117561022 3.1451106467901147e-05 -0.00037689627213864749 3.6268359393398429e-05 leaf_weight=2.2528612738929037 87.583195464455457 1.7790918211103406 0.55849062290872087 leaf_count=153 2862 51 39 internal_value=0 2.28599e-05 -0.000317679 internal_weight=0 89.3623 2.81135 internal_count=3105 2913 192 is_linear=0 shrinkage=0.000400217 Tree=8423 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=1.71862 1.94151 threshold=0.10208000000000002 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.4786392119891423e-06 -0.00034524444919987844 0.00038772574520043224 leaf_weight=90.361505162032245 2.0909402563574977 2.0446084705035892 leaf_count=2925 41 112 internal_value=0 1.24396e-05 internal_weight=0 92.4061 internal_count=3078 3037 is_linear=0 shrinkage=0.000400217 Tree=8424 num_leaves=4 num_cat=0 split_feature=2 0 4 split_gain=2.46417 2.93116 1.71823 threshold=0.099300000000000013 -0.23098999999999997 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014563082705005167 -0.0050748032893426472 -0.0050704930024623356 0.0057216344884017598 leaf_weight=3.2794504456396671 7.8997491091213297 48.943483312968965 26.375584456490287 leaf_count=36 144 2135 731 internal_value=0 -0.00380904 0.00322486 internal_weight=0 52.2229 34.2753 internal_count=3046 2171 875 is_linear=0 shrinkage=0.0204111 Tree=8425 num_leaves=4 num_cat=0 split_feature=48 0 0 split_gain=1.53629 2.68161 2.28703 threshold=0.12879500000000002 -0.10726999999999999 -0.15127999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.0438640933320717e-05 -0.00052982894443515029 -6.2209277906042973e-05 2.5018429263181682e-05 leaf_weight=37.152874757433892 2.1152436298725661 48.575049838425684 2.5343102075148627 leaf_count=542 24 2456 72 internal_value=0 -3.6406e-07 -0.000233924 internal_weight=0 85.7279 4.64955 internal_count=3094 2998 96 is_linear=0 shrinkage=0.000400217 Tree=8426 num_leaves=4 num_cat=0 split_feature=133 133 39 split_gain=1.73204 4.84314 4.50959 threshold=0.084805000000000019 0.083990000000000023 0.084950000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0009440796197073872 -0.014252018721883287 0.033439578412020603 0.011744142267545728 leaf_weight=79.436047993040575 8.9419398076588532 1.8461826630227722 3.9135615190534727 leaf_count=2097 837 26 147 internal_value=0 0.00172714 -0.00630501 internal_weight=0 81.2822 12.8555 internal_count=3107 2123 984 is_linear=0 shrinkage=0.0204111 Tree=8427 num_leaves=4 num_cat=0 split_feature=52 49 47 split_gain=1.73928 5.23583 3.02464 threshold=0.11379500000000002 0.082865000000000008 0.13206500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025962547999337964 -0.018144483331842057 0.011270875099965556 -0.021561474890316568 leaf_weight=78.857760648327258 6.4399326094253393 4.0016567576192301 2.1086930534092962 leaf_count=2565 396 114 45 internal_value=0 -0.0068713 0.00193818 internal_weight=0 10.4416 80.9665 internal_count=3120 510 2610 is_linear=0 shrinkage=0.0204111 Tree=8428 num_leaves=4 num_cat=0 split_feature=3 47 47 split_gain=2.38574 3.47273 2.603 threshold=-0.10643499999999999 0.086425000000000016 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017144841629657065 0.00011177746845277022 -0.011189704599587652 0.01844628792088902 leaf_weight=17.631838888219139 54.459311164432847 14.189645937178282 4.8625684516155152 leaf_count=355 2362 367 40 internal_value=0 -0.00223864 0.00540481 internal_weight=0 68.649 22.4944 internal_count=3124 2729 395 is_linear=0 shrinkage=0.0204111 Tree=8429 num_leaves=4 num_cat=0 split_feature=1447 1 159 split_gain=1.78102 1.70682 0.713323 threshold=-0.086059999999999984 0.10384000000000002 -0.032069999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0034451939470452582 -0.0040118057959295499 0.0020174445667305346 0.024758299541250785 leaf_weight=1.2803114491421186 56.946615539393406 29.680345452808979 1.3219870598386467 leaf_count=83 2319 709 29 internal_value=0 -0.00194611 0.0148471 internal_weight=0 86.627 2.6023 internal_count=3140 3028 112 is_linear=0 shrinkage=0.0204111 Tree=8430 num_leaves=4 num_cat=0 split_feature=15 49 52 split_gain=3.91089 4.43687 2.4159 threshold=0.078925000000000009 -0.14755499999999996 -0.092854999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018561316080752471 8.7452172233127827e-05 -0.00044394239762322819 1.4585145813276736e-05 leaf_weight=11.28537910122577 3.7144336437995662 7.4881343981633091 63.074191334225816 leaf_count=514 59 1078 1413 internal_value=0 -0.000268626 -1.60319e-05 internal_weight=0 11.2026 74.3596 internal_count=3064 1137 1927 is_linear=0 shrinkage=0.000400217 Tree=8431 num_leaves=3 num_cat=0 split_feature=13 376 split_gain=2.14013 1.85456 threshold=-0.51961499999999983 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016429386493431095 0.00041605697822055972 0.011555912779588728 leaf_weight=2.8304591938940566 81.681314951867535 6.6287542904537977 leaf_count=51 2838 148 internal_value=0 0.00126581 internal_weight=0 88.3101 internal_count=3037 2986 is_linear=0 shrinkage=0.0204111 Tree=8432 num_leaves=3 num_cat=0 split_feature=31 43 split_gain=1.73133 1.45695 threshold=-1.0000000180025095e-35 -0.07440999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041511821767659861 4.9721784198900451e-05 -5.5010238753088633e-05 leaf_weight=1.4124280417381658 34.328514054588595 55.561395116569656 leaf_count=90 1183 1832 internal_value=0 -1.50015e-05 internal_weight=0 89.8899 internal_count=3105 3015 is_linear=0 shrinkage=0.000400217 Tree=8433 num_leaves=3 num_cat=0 split_feature=453 150 split_gain=1.89556 2.32151 threshold=0.095100000000000018 -0.096549999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018691185747096415 -0.020253667134616671 0.0010437089711261792 leaf_weight=3.1076262845599549 1.562177240528398 88.36298671560121 leaf_count=37 31 3010 internal_value=0 0.00166538 internal_weight=0 91.4706 internal_count=3078 3047 is_linear=0 shrinkage=0.0204111 Tree=8434 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=1.46178 5.68973 2.56966 threshold=1.0000000180025095e-35 0.0020050000000000003 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023493035117921622 -0.00023488427743593315 0.00011115258127091672 5.6323068122562464e-05 leaf_weight=16.410990352185767 5.1994563287080373 14.010231689496321 56.371181109318059 leaf_count=1185 189 375 1331 internal_value=0 -7.57217e-05 3.13497e-05 internal_weight=0 30.4212 61.5706 internal_count=3080 1560 1520 is_linear=0 shrinkage=0.000400217 Tree=8435 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=1.65728 4.134 2.45323 threshold=-0.10643499999999999 -0.077814999999999981 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018964526318019417 -0.00021094449137225944 2.9122831799778202e-05 -0.00011254807542258531 leaf_weight=15.83686376624428 14.134140363561526 59.277825362204112 5.8076523435411209 leaf_count=222 1406 1320 170 internal_value=0 -1.73486e-05 0.000108399 internal_weight=0 73.412 21.6445 internal_count=3118 2726 392 is_linear=0 shrinkage=0.000400217 Tree=8436 num_leaves=4 num_cat=0 split_feature=1 45 52 split_gain=1.7999 1.89205 1.67964 threshold=0.14023000000000002 0.08179500000000002 -0.25491999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2126080535311242e-05 -0.00012239143639074896 -0.00035865941366137333 0.00043434551270789924 leaf_weight=86.088701053625755 1.1701840879395602 2.1502274266676968 2.8434206246893146 leaf_count=2913 9 40 123 internal_value=0 2.64761e-06 0.00027311 internal_weight=0 88.2389 4.0136 internal_count=3085 2953 132 is_linear=0 shrinkage=0.000400217 Tree=8437 num_leaves=4 num_cat=0 split_feature=1 4 2 split_gain=1.9487 5.57117 2.03183 threshold=0.077800000000000022 -0.083954999999999988 0.14744000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0036931208650287425 -0.0003179434176436317 -0.014104279421757142 0.018602892958955859 leaf_weight=13.455060461590167 56.2586367679869 15.880759932463659 2.3561337863138752 leaf_count=343 1372 1240 116 internal_value=0 -0.00595838 0.000476634 internal_weight=0 29.3358 58.6148 internal_count=3071 1583 1488 is_linear=0 shrinkage=0.0204111 Tree=8438 num_leaves=4 num_cat=0 split_feature=133 52 52 split_gain=1.78549 1.59006 0.0558604 threshold=-0.26577499999999993 -0.51586999999999994 -0.060344999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0078219454961078461 -0.019585425101506487 0.001450714735910073 -0.022507863205314713 leaf_weight=0.29192353124562931 1.4110817083692371 88.364854341966748 1.231908278479749 leaf_count=37 203 2714 150 internal_value=0 0.00109609 -0.0204224 internal_weight=0 89.7759 1.52383 internal_count=3104 2917 187 is_linear=0 shrinkage=0.0204111 Tree=8439 num_leaves=4 num_cat=0 split_feature=1429 16 160 split_gain=1.66899 1.91136 0.157166 threshold=-1.0000000180025095e-35 -0.008179999999999998 -0.085259999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001309238486825589 -2.7657646865771647e-05 9.0118464278034183e-05 -0.00050579401795629981 leaf_weight=0.33448424258176601 55.545537567998508 36.47059057138722 0.92801790057455835 leaf_count=41 1998 964 102 internal_value=0 1.90757e-05 -0.000425233 internal_weight=0 92.0161 1.2625 internal_count=3105 2962 143 is_linear=0 shrinkage=0.000400217 Tree=8440 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=1.68161 1.88845 threshold=-1.0000000180025095e-35 -0.10783 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020583893850282638 0.0028918924752705929 -0.0031768802172941293 leaf_weight=1.4766042726550939 36.95502818038949 50.311229213329398 leaf_count=84 546 2439 internal_value=0 -0.000606498 internal_weight=0 87.2663 internal_count=3069 2985 is_linear=0 shrinkage=0.0204111 Tree=8441 num_leaves=4 num_cat=0 split_feature=1 49 151 split_gain=2.29803 3.07213 2.39035 threshold=0.094405000000000003 0.083250000000000005 -0.27559499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026191159531221086 -0.01930606809963803 -0.015785225473307827 0.0055965072161177588 leaf_weight=44.07192392297793 1.571601616393308 5.9277914509405027 36.480854334324249 leaf_count=1704 31 483 880 internal_value=0 -0.00213346 0.00451438 internal_weight=0 49.9997 38.0525 internal_count=3098 2187 911 is_linear=0 shrinkage=0.0204111 Tree=8442 num_leaves=4 num_cat=0 split_feature=42 3 33 split_gain=2.57808 2.86977 2.44275 threshold=-1.0000000180025095e-35 0.0055300000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014555734921335241 -0.022907219339910724 0.0094970028023768673 0.0020917197479507839 leaf_weight=8.5244952024422656 1.5511950470972795 2.6306225622538468 78.894217593950998 leaf_count=812 39 29 2242 internal_value=0 -0.00884556 0.00157851 internal_weight=0 11.1551 80.4454 internal_count=3122 841 2281 is_linear=0 shrinkage=0.0204111 Tree=8443 num_leaves=3 num_cat=0 split_feature=39 480 split_gain=2.1419 2.14795 threshold=-1.0000000180025095e-35 0.086640000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028516963429702809 5.1824212580095918e-05 -0.00037169987288099765 leaf_weight=3.2000498257111749 87.686860374414437 1.8501033496113439 leaf_count=63 2824 204 internal_value=0 4.26196e-05 internal_weight=0 89.537 internal_count=3091 3028 is_linear=0 shrinkage=0.000400217 Tree=8444 num_leaves=3 num_cat=0 split_feature=124 0 split_gain=1.94367 2.46738 threshold=0.11158000000000001 -0.087944999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.4180077651901227e-05 0.00033669187782990964 -0.00010210987123819938 leaf_weight=48.269990977891212 2.3244663290097369 37.878334066883781 leaf_count=1046 28 1977 internal_value=0 -2.57997e-05 internal_weight=0 86.1483 internal_count=3051 3023 is_linear=0 shrinkage=0.000400217 Tree=8445 num_leaves=4 num_cat=0 split_feature=0 15 2 split_gain=2.09933 3.11527 2.63422 threshold=-0.10726999999999999 -0.032239999999999998 0.083835000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025307931962574928 6.9974645039621398e-05 -0.00013029846975783237 9.8327464218457561e-06 leaf_weight=9.2212722884723899 19.905261333929275 32.8141271758941 30.263611347414553 leaf_count=95 977 1538 485 internal_value=0 -5.46933e-05 6.71954e-05 internal_weight=0 52.7194 39.4849 internal_count=3095 2515 580 is_linear=0 shrinkage=0.000400217 Tree=8446 num_leaves=4 num_cat=0 split_feature=48 0 51 split_gain=1.75709 2.84741 1.83934 threshold=0.12879500000000002 -0.15127999999999997 0.13699000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021797841346352037 -0.026915306351811105 0.0048828220487078773 -0.019907347667331085 leaf_weight=86.332399180779248 2.2370626791052928 2.2858158981834995 1.4886422911483794 leaf_count=2935 25 71 84 internal_value=0 -0.0111151 0.00178052 internal_weight=0 4.52288 87.821 internal_count=3115 96 3019 is_linear=0 shrinkage=0.0204111 Tree=8447 num_leaves=3 num_cat=0 split_feature=1373 133 split_gain=1.8928 1.74365 threshold=0.09586500000000002 -0.25351499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020219165583585965 -0.022892786837114643 0.0015031181827918517 leaf_weight=1.4549113891384866 1.275620200416596 88.99527826933695 leaf_count=195 28 2902 internal_value=0 0.00112914 internal_weight=0 90.4502 internal_count=3125 3097 is_linear=0 shrinkage=0.0204111 Tree=8448 num_leaves=4 num_cat=0 split_feature=3 15 453 split_gain=1.59719 1.67106 1.665 threshold=0.18595000000000003 -0.11033999999999998 0.091855000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.5055186784145939e-05 -3.8995232088553327e-05 0.00043851706272776583 -0.00035035189651163435 leaf_weight=86.818706763025375 1.8513346287363672 3.016950214165262 1.7218967240187328 leaf_count=2912 76 68 31 internal_value=0 0.000260132 2.71269e-05 internal_weight=0 4.86828 88.5406 internal_count=3087 144 2943 is_linear=0 shrinkage=0.000400217 Tree=8449 num_leaves=3 num_cat=0 split_feature=124 130 split_gain=1.86145 2.08776 threshold=0.10230000000000002 0.085970000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002761003516119037 0.015921862681491976 -0.019685168018442428 leaf_weight=82.334415415815783 2.9600016770418724 2.1303373993189316 leaf_count=2725 39 335 internal_value=0 -0.000252749 internal_weight=0 84.4648 internal_count=3099 3060 is_linear=0 shrinkage=0.0204111 Tree=8450 num_leaves=4 num_cat=0 split_feature=1213 475 49 split_gain=1.57793 2.34436 1.85016 threshold=-1.0000000180025095e-35 -0.085719999999999977 -0.083659999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01912002071653808 -0.0061467967499064108 -0.020725377310648958 0.002348476354665075 leaf_weight=0.68360316753387484 12.351543559696436 2.8263915615261785 74.637862270198866 leaf_count=3 226 478 2372 internal_value=0 -0.012614 0.00113589 internal_weight=0 3.50999 86.9894 internal_count=3079 481 2598 is_linear=0 shrinkage=0.0204111 Tree=8451 num_leaves=4 num_cat=0 split_feature=157 42 148 split_gain=1.90867 2.58476 2.04991 threshold=-0.07692499999999998 0.077855000000000021 -0.082084999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014389900379341864 -0.020551569342513468 -0.0074301744439271575 -9.2997846050421579e-05 leaf_weight=8.0322929085161814 1.9835528419753234 3.0506961802875585 77.627763795181636 leaf_count=155 72 219 2621 internal_value=0 0.00836948 -0.000630881 internal_weight=0 11.083 79.6113 internal_count=3067 374 2693 is_linear=0 shrinkage=0.0204111 Tree=8452 num_leaves=3 num_cat=0 split_feature=33 483 split_gain=1.74759 1.86309 threshold=-1.0000000180025095e-35 0.079055000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018426174469169602 0.0024632028009687495 -0.011899271792277732 leaf_weight=1.6954521592706431 87.133698969751777 3.8224194901727051 leaf_count=43 2719 337 internal_value=0 0.00184573 internal_weight=0 90.9561 internal_count=3099 3056 is_linear=0 shrinkage=0.0204111 Tree=8453 num_leaves=4 num_cat=0 split_feature=1375 146 16 split_gain=2.01286 1.68393 1.54699 threshold=-1.0000000180025095e-35 0.10362 -0.092424999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020166286751372688 0.0010664775610665612 -0.02292120004254895 0.0018194421991715006 leaf_weight=3.410202433457016 83.576506838984187 1.1253747520968307 2.1177291126732589 leaf_count=56 2945 12 86 internal_value=0 0.000717931 -0.0118747 internal_weight=0 84.7019 5.52793 internal_count=3099 2957 142 is_linear=0 shrinkage=0.0204111 Tree=8454 num_leaves=3 num_cat=0 split_feature=1374 15 split_gain=2.34541 1.96513 threshold=-0.094679999999999986 0.076335000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018958161495928338 0.00072848714844090691 -0.0077865083477760772 leaf_weight=2.8741850872174828 74.423899304598308 13.196250486322695 leaf_count=61 1918 1127 internal_value=0 -0.000562236 internal_weight=0 87.6201 internal_count=3106 3045 is_linear=0 shrinkage=0.0204111 Tree=8455 num_leaves=3 num_cat=0 split_feature=0 4 split_gain=3.75027 2.73631 threshold=0.21217000000000003 -0.22295999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0090234072837109096 -0.027532787537132009 0.0020455757969872236 leaf_weight=10.475936905308115 1.8924965651822265 76.664878924637605 leaf_count=216 21 2855 internal_value=0 0.000705008 internal_weight=0 87.1408 internal_count=3092 3071 is_linear=0 shrinkage=0.0204111 Tree=8456 num_leaves=4 num_cat=0 split_feature=1 0 43 split_gain=1.72899 3.78961 1.79902 threshold=0.088035000000000016 -0.084074999999999997 -0.27523999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020616935374461173 -0.00039228751257397546 4.8018879905589092e-05 6.4930756454755243e-05 leaf_weight=16.155712659884102 1.3066513618941815 22.157768746729744 50.438296020980488 leaf_count=952 31 881 1244 internal_value=0 -5.94535e-05 5.25631e-05 internal_weight=0 38.3135 51.7449 internal_count=3108 1833 1275 is_linear=0 shrinkage=0.000400217 Tree=8457 num_leaves=4 num_cat=0 split_feature=15 2 151 split_gain=2.21254 3.11649 2.53247 threshold=-0.089804999999999982 0.090740000000000015 -0.084639999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013451451537314396 -0.012450881053194513 0.00022011966419307398 0.0027628646136844755 leaf_weight=11.496142210235123 4.8397262440357727 17.28852996428941 57.452485961902539 leaf_count=377 170 437 2093 internal_value=0 -0.00527105 0.00156063 internal_weight=0 28.7847 62.2922 internal_count=3077 814 2263 is_linear=0 shrinkage=0.0204111 Tree=8458 num_leaves=4 num_cat=0 split_feature=43 11 376 split_gain=2.33479 2.92401 2.59629 threshold=-0.063379999999999978 0.081005000000000008 0.08573500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0061782008772917323 -0.0034165208873702191 -0.015698060128150223 0.017279189774359247 leaf_weight=31.767180583246954 50.178651462021207 2.6598056934708429 2.5485547697753637 leaf_count=1306 1649 57 44 internal_value=0 0.00444265 -0.0023817 internal_weight=0 34.427 52.7272 internal_count=3056 1363 1693 is_linear=0 shrinkage=0.0204111 Tree=8459 num_leaves=4 num_cat=0 split_feature=1 16 2 split_gain=2.63409 4.46516 2.16658 threshold=1.0000000180025095e-35 0.0061350000000000007 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022877093495277489 -5.0175869523563333e-05 7.5571236841831234e-05 0.00010670624289657271 leaf_weight=17.16033450295868 21.975967149453936 13.886283887801254 38.964307516569534 leaf_count=1260 738 336 775 internal_value=0 -9.28648e-05 5.0144e-05 internal_weight=0 31.0466 60.9403 internal_count=3109 1596 1513 is_linear=0 shrinkage=0.000400217 Tree=8460 num_leaves=3 num_cat=0 split_feature=146 1 split_gain=1.79052 2.30159 threshold=0.10949000000000002 0.10423500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.1727261635872431e-05 -0.00045907943611867886 0.00012648023628445901 leaf_weight=61.109973061020355 1.0941426744684566 28.086066263633256 leaf_count=2359 11 688 internal_value=0 3.18956e-05 internal_weight=0 89.196 internal_count=3058 3047 is_linear=0 shrinkage=0.000400217 Tree=8461 num_leaves=3 num_cat=0 split_feature=1373 159 split_gain=1.59662 1.66296 threshold=0.099250000000000019 0.10862000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.9422283446982423e-06 -0.00045232946332603299 -0.00029177625367843578 leaf_weight=86.669086380413773 1.1628792699848407 2.9369870101718325 leaf_count=2874 26 208 internal_value=0 -1.26615e-06 internal_weight=0 89.6061 internal_count=3108 3082 is_linear=0 shrinkage=0.000400217 Tree=8462 num_leaves=4 num_cat=0 split_feature=1213 44 475 split_gain=1.98 2.03655 1.67419 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.085719999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034964781443243433 3.2940455647856176e-05 -0.00033998384101225688 -0.00042091975593515498 leaf_weight=0.4529940485954288 87.043606200444401 2.2989033171033944 2.6104893432893723 leaf_count=2 2561 50 468 internal_value=0 2.29311e-05 -0.000298666 internal_weight=0 89.3425 3.06348 internal_count=3081 2611 470 is_linear=0 shrinkage=0.000400217 Tree=8463 num_leaves=3 num_cat=0 split_feature=3 48 split_gain=2.51017 1.64658 threshold=-0.48702499999999999 -0.095559999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046619960332099574 -0.00030205274558191839 5.5092437569873512e-06 leaf_weight=1.8134491075761605 2.7684193871100424 86.934760649738564 leaf_count=32 49 3030 internal_value=0 -4.34745e-06 internal_weight=0 89.7032 internal_count=3111 3079 is_linear=0 shrinkage=0.000400217 Tree=8464 num_leaves=4 num_cat=0 split_feature=15 4 1456 split_gain=1.86802 2.73879 1.9994 threshold=0.084050000000000014 0.053255000000000004 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.9775980988775809e-05 -0.00030994011674745478 0.00011911253751799552 -0.00034950032403816239 leaf_weight=80.64715905778894 6.699985641973397 3.5901096257621248 2.177733801159774 leaf_count=1875 1000 46 192 internal_value=0 -0.000160577 1.93452e-05 internal_weight=0 10.2901 82.8249 internal_count=3113 1046 2067 is_linear=0 shrinkage=0.000400217 Tree=8465 num_leaves=4 num_cat=0 split_feature=457 52 15 split_gain=1.9247 4.30076 1.61775 threshold=0.069705000000000003 -0.089799999999999977 -0.074569999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0058706100303020743 -0.01946801895094329 0.011318401048564436 0.00060365285051270159 leaf_weight=23.470854148677972 2.1254387914523241 12.297795869928448 50.477820388314285 leaf_count=935 58 207 1893 internal_value=0 0.00666663 -0.00145701 internal_weight=0 14.4232 73.9487 internal_count=3093 265 2828 is_linear=0 shrinkage=0.0204111 Tree=8466 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=1.89089 1.88221 threshold=-1.0000000180025095e-35 -0.09194999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040274808259413018 9.0745679516835473e-05 -4.2996528931469803e-05 leaf_weight=1.6926609568836273 22.066763905346306 70.115386443933858 leaf_count=95 453 2579 internal_value=0 -1.09098e-05 internal_weight=0 92.1822 internal_count=3127 3032 is_linear=0 shrinkage=0.000400217 Tree=8467 num_leaves=3 num_cat=0 split_feature=1452 157 split_gain=2.02012 1.73295 threshold=1.0000000180025095e-35 -0.084489999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030412771019503674 -0.00045804865669594129 -2.1473852840738313e-05 leaf_weight=3.5146063353022319 1.7200499051714349 83.527515359704012 leaf_count=215 161 2751 internal_value=0 -3.3263e-05 internal_weight=0 87.0421 internal_count=3127 2966 is_linear=0 shrinkage=0.000400217 Tree=8468 num_leaves=4 num_cat=0 split_feature=43 474 11 split_gain=2.18322 3.17111 2.64261 threshold=-0.07440999999999999 0.084655000000000022 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011759395344237962 -7.3103712758353567e-05 0.00024556902799189917 -0.00032311237143737236 leaf_weight=31.829282857902172 49.48242771056448 5.4529844618737107 2.2320665182414805 leaf_count=1157 1691 148 51 internal_value=0 -4.10365e-05 8.77501e-05 internal_weight=0 54.9354 34.0613 internal_count=3047 1839 1208 is_linear=0 shrinkage=0.000400217 Tree=8469 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=1.83831 4.36252 threshold=-0.21083999999999997 0.055120000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012190184827467018 0.0010541747002187642 -0.01621820282506977 leaf_weight=5.1030237266677423 77.765076283448707 6.497154540847986 leaf_count=67 2867 118 internal_value=0 -0.00029739 internal_weight=0 84.2622 internal_count=3052 2985 is_linear=0 shrinkage=0.0204111 Tree=8470 num_leaves=4 num_cat=0 split_feature=158 12 13 split_gain=1.56153 1.58015 0.0598208 threshold=0.11034000000000001 0.093185000000000004 -0.085104999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8790717131694213e-06 -0.00016048070887463505 0.00012770337234496365 -0.00040293245788244767 leaf_weight=69.590329466936055 0.43552155360339373 20.64416945137782 1.1885438356657676 leaf_count=2190 31 779 106 internal_value=0 3.07882e-05 -0.000352459 internal_weight=0 90.2345 1.62407 internal_count=3106 2969 137 is_linear=0 shrinkage=0.000400217 Tree=8471 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.86204 2.51232 threshold=-0.5318799999999998 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015903636390691051 0.020175388510674276 3.3532542795554912e-05 leaf_weight=2.8158991791133294 2.5483720977717885 85.370538022116534 leaf_count=44 39 3033 internal_value=0 0.000642273 internal_weight=0 87.9189 internal_count=3116 3072 is_linear=0 shrinkage=0.0204111 Tree=8472 num_leaves=4 num_cat=0 split_feature=47 47 12 split_gain=2.31417 2.75208 1.86359 threshold=0.11764000000000001 0.11291500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00078916385315192438 0.0051777816399517012 0.022933192630291536 -0.020916573925206215 leaf_weight=80.3950436411792 1.5272662501083685 1.9783500276826078 3.9825864724170961 leaf_count=2939 29 40 108 internal_value=0 -0.000189071 -0.0137245 internal_weight=0 82.3734 5.50985 internal_count=3116 2979 137 is_linear=0 shrinkage=0.0204111 Tree=8473 num_leaves=4 num_cat=0 split_feature=4 0 376 split_gain=1.58602 1.61933 1.39683 threshold=-0.49977499999999991 0.27898500000000004 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022547473856329985 -0.00043278657933059175 0.023360152132960069 0.0018766145007453868 leaf_weight=2.4031580826413115 82.966420484374112 1.0970866605639447 1.5673405411653218 leaf_count=125 2922 5 16 internal_value=0 -9.16124e-05 -0.0131191 internal_weight=0 84.0635 3.9705 internal_count=3068 2927 141 is_linear=0 shrinkage=0.0204111 Tree=8474 num_leaves=3 num_cat=0 split_feature=9 480 split_gain=1.81899 1.63904 threshold=-0.016839999999999997 0.086640000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040292598346109988 8.1293024223416685e-06 -0.00035843322665251031 leaf_weight=1.717063694661191 83.402143894868686 1.8886620854764249 leaf_count=102 2764 203 internal_value=0 -4.47066e-07 internal_weight=0 85.2908 internal_count=3069 2967 is_linear=0 shrinkage=0.000400217 Tree=8475 num_leaves=4 num_cat=0 split_feature=131 1 52 split_gain=1.78577 2.86377 1.71338 threshold=0.08956500000000002 0.12743000000000002 -0.24600999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010737697515854943 -0.017077534565750438 0.017352641011115357 0.0016325099073070794 leaf_weight=4.8423443390038292 4.9825280978548099 1.1578605528702608 79.892793270064658 leaf_count=300 368 58 2395 internal_value=0 -0.0103907 0.000912355 internal_weight=0 6.14039 84.7351 internal_count=3121 426 2695 is_linear=0 shrinkage=0.0204111 Tree=8476 num_leaves=3 num_cat=0 split_feature=45 146 split_gain=1.57177 2.80321 threshold=-0.080134999999999984 0.089495000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039327902100497918 -2.1349290477914757e-06 -0.0005961914174950994 leaf_weight=1.456772120669483 86.264041554285541 1.1794003428658459 leaf_count=14 3042 20 internal_value=0 -1.08995e-05 internal_weight=0 87.4434 internal_count=3076 3062 is_linear=0 shrinkage=0.000400217 Tree=8477 num_leaves=4 num_cat=0 split_feature=1452 33 159 split_gain=1.65358 1.53587 0.253346 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.46319999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033732522126892183 -6.050923465418424e-05 1.001334871046132e-05 -0.0004608304487360337 leaf_weight=1.9753975692437951 0.35230544518708473 88.10683598700416 1.3301404145404365 leaf_count=49 27 2940 130 internal_value=0 1.98732e-06 -0.000386009 internal_weight=0 90.0822 1.68245 internal_count=3146 2989 157 is_linear=0 shrinkage=0.000400217 Tree=8478 num_leaves=4 num_cat=0 split_feature=43 11 474 split_gain=3.10783 2.75921 2.53199 threshold=-0.07440999999999999 0.080455000000000013 0.084655000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011842403738750221 -9.2058792777061817e-05 -0.00032553914546087112 0.00017692055971041943 leaf_weight=32.746271232050049 51.14053422834877 2.2995812216249751 6.1895805150124934 leaf_count=1158 1738 55 147 internal_value=0 8.83488e-05 -6.27305e-05 internal_weight=0 35.0459 57.3301 internal_count=3098 1213 1885 is_linear=0 shrinkage=0.000400217 Tree=8479 num_leaves=4 num_cat=0 split_feature=2 43 49 split_gain=2.37738 2.22161 0.200763 threshold=-0.14169499999999999 -0.06705499999999999 -0.0093449999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040347384471735569 8.4814425517608133e-05 -4.8398540723263704e-05 0.00020018742260622741 leaf_weight=2.0575573291243932 31.701464248843422 54.129962538367636 1.882092406391165 leaf_count=33 1286 1720 54 internal_value=0 8.49485e-07 0.000314574 internal_weight=0 85.8314 3.93965 internal_count=3093 3006 87 is_linear=0 shrinkage=0.000400217 Tree=8480 num_leaves=3 num_cat=0 split_feature=160 4 split_gain=1.95498 2.21017 threshold=-0.25833999999999996 -0.078079999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021139764105295375 0.0055717996245892992 -0.0016209871421280905 leaf_weight=1.6711218990051282 24.885948282096251 61.683591757231625 leaf_count=269 901 1953 internal_value=0 0.000451233 internal_weight=0 86.5695 internal_count=3123 2854 is_linear=0 shrinkage=0.0204111 Tree=8481 num_leaves=3 num_cat=0 split_feature=31 42 split_gain=1.63577 1.53196 threshold=-1.0000000180025095e-35 0.11557000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040170684705177702 1.1361609335031291e-05 -0.00032626793337859521 leaf_weight=1.5678541149172804 87.724176183543477 2.0946970816221429 leaf_count=85 2763 217 internal_value=0 3.09122e-06 internal_weight=0 89.8189 internal_count=3065 2980 is_linear=0 shrinkage=0.000400217 Tree=8482 num_leaves=4 num_cat=0 split_feature=2 1 2 split_gain=1.95192 2.54068 1.432 threshold=0.09802000000000001 0.076845000000000011 0.10387 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018832082955384317 0.00021470934225006482 4.4158046369057607e-06 2.4706018700619592e-05 leaf_weight=15.602250304634252 8.0033113750723697 36.155789849002758 29.441024687792378 leaf_count=1185 148 960 791 internal_value=0 -5.3965e-05 6.58362e-05 internal_weight=0 51.758 37.4443 internal_count=3084 2145 939 is_linear=0 shrinkage=0.000400217 Tree=8483 num_leaves=4 num_cat=0 split_feature=1447 0 123 split_gain=2.02435 2.06243 1.24651 threshold=-1.0000000180025095e-35 0.21217000000000003 0.083935000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022530878638285103 6.5347656053179728e-05 -0.019096973764987868 0.014186974796726915 leaf_weight=2.5371464796976393 82.79401784953825 2.2960624913685015 0.37261647440027434 leaf_count=287 2791 22 10 internal_value=0 -0.000476143 -0.0174774 internal_weight=0 85.0901 2.90976 internal_count=3110 2813 297 is_linear=0 shrinkage=0.0204111 Tree=8484 num_leaves=4 num_cat=0 split_feature=4 11 1 split_gain=1.95331 1.84808 0.0722245 threshold=0.51074000000000008 0.088160000000000002 0.11277000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8684956337522417e-06 0.00018344333052389584 -0.00029320255560236316 0.00042028087723730589 leaf_weight=87.656058731132362 0.53495716582983677 3.2336166412460434 1.6337807855379649 leaf_count=2878 12 106 134 internal_value=0 -1.26147e-06 0.000373735 internal_weight=0 90.8897 2.16874 internal_count=3130 2984 146 is_linear=0 shrinkage=0.000400217 Tree=8485 num_leaves=4 num_cat=0 split_feature=128 3 2 split_gain=1.70135 1.57175 0.427247 threshold=1.0000000180025095e-35 -0.078644999999999979 0.11431500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9025522158372595e-05 -0.00042090664902621187 4.0517060958611313e-05 1.3668021310365822e-05 leaf_weight=32.860049638813052 1.8464027249583517 57.573713971273719 0.43616517538794131 leaf_count=1567 213 1302 25 internal_value=0 6.77487e-07 -0.00034111 internal_weight=0 90.4338 2.28257 internal_count=3107 2869 238 is_linear=0 shrinkage=0.000400217 Tree=8486 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=3.69092 4.2783 3.37193 threshold=-0.10726999999999999 0.092825000000000005 0.086260000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.007934029024824955 -0.0075756552369513931 0.0088254322225826669 -0.0044460053268418039 leaf_weight=24.585613110823033 42.253555749259021 7.7573117734573307 14.483339140057067 leaf_count=369 2273 216 184 internal_value=0 -0.00501761 0.00334501 internal_weight=0 50.0109 39.069 internal_count=3042 2489 553 is_linear=0 shrinkage=0.0204111 Tree=8487 num_leaves=3 num_cat=0 split_feature=480 48 split_gain=2.23651 1.76885 threshold=0.086640000000000009 -0.095559999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014810234173340635 -0.020436235051818085 0.0019812532052357616 leaf_weight=2.5861762438544238 1.8756549316522058 84.215103085911778 leaf_count=44 206 2831 internal_value=0 0.00146253 internal_weight=0 86.8013 internal_count=3081 2875 is_linear=0 shrinkage=0.0204111 Tree=8488 num_leaves=4 num_cat=0 split_feature=1456 2 12 split_gain=1.50296 1.58842 0.901804 threshold=1.0000000180025095e-35 0.086635000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.6887670640981602e-05 0.00028155253208416852 3.7260970546211987e-05 -0.00043007664720141707 leaf_weight=29.86943661537407 0.25398406394015216 55.880913851234709 1.8681314123905384 leaf_count=1195 9 1658 265 internal_value=0 -2.54886e-06 -0.000335063 internal_weight=0 85.7504 2.12212 internal_count=3127 2853 274 is_linear=0 shrinkage=0.000400217 Tree=8489 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=1.83946 1.62346 threshold=-1.0000000180025095e-35 0.14059000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021099714196969037 -0.0005423534616171619 0.011247828102766729 leaf_weight=1.6653113666470734 85.127853731296227 5.0481489726680584 leaf_count=90 2822 175 internal_value=0 0.000130804 internal_weight=0 90.176 internal_count=3087 2997 is_linear=0 shrinkage=0.0204111 Tree=8490 num_leaves=3 num_cat=0 split_feature=146 11 split_gain=2.23891 1.80998 threshold=0.10020500000000002 0.088315000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.8264232244659078e-05 -0.00053614147725598816 -0.00025722780954568728 leaf_weight=86.859597844077143 1.1239697840064753 3.88344036246417 leaf_count=2941 11 111 internal_value=0 6.1718e-06 internal_weight=0 90.743 internal_count=3063 3052 is_linear=0 shrinkage=0.000400217 Tree=8491 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.10876 2.38383 threshold=-0.5318799999999998 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017377231236498543 0.019835370444341031 7.7142984853614122e-05 leaf_weight=2.6746275160694486 2.508054955978877 87.668016603237675 leaf_count=42 40 3074 internal_value=0 0.000650593 internal_weight=0 90.1761 internal_count=3156 3114 is_linear=0 shrinkage=0.0204111 Tree=8492 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=2.00963 2.72953 2.10864 threshold=0.10471000000000001 0.10042000000000002 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0038287119756146e-05 0.00017851031107201309 -0.00034338027601935408 -4.4429093792251151e-05 leaf_weight=56.593749825993655 16.186295116822297 4.4051004813290993 11.591551931836873 leaf_count=2139 510 307 178 internal_value=0 -4.39752e-05 8.5674e-05 internal_weight=0 60.9989 27.7778 internal_count=3134 2446 688 is_linear=0 shrinkage=0.000400217 Tree=8493 num_leaves=3 num_cat=0 split_feature=123 1 split_gain=1.50013 1.68339 threshold=0.13456000000000004 0.099515000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0014589685412781876 -0.021945667722405204 0.0044249463638975665 leaf_weight=54.166139682607081 1.1199568562442426 32.21210972663539 leaf_count=2259 21 792 internal_value=0 0.000738144 internal_weight=0 86.3782 internal_count=3072 3051 is_linear=0 shrinkage=0.0204111 Tree=8494 num_leaves=3 num_cat=0 split_feature=1374 1452 split_gain=1.63744 1.61784 threshold=-0.094679999999999986 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.000313691757236467 1.9268609810562096e-05 -0.00034154565068057773 leaf_weight=2.4456262693274757 87.475406939376171 1.9249244806742343 leaf_count=56 2868 148 internal_value=0 1.10822e-05 internal_weight=0 89.4003 internal_count=3072 3016 is_linear=0 shrinkage=0.000400217 Tree=8495 num_leaves=4 num_cat=0 split_feature=3 16 11 split_gain=1.77543 2.00145 1.47688 threshold=-0.15490999999999996 0.066010000000000013 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028857005483791018 2.1774706033929155e-05 -0.00013611424123074987 -7.7293225331184979e-05 leaf_weight=5.9833300815080275 66.758904877002351 15.810215108345799 2.4322163417546108 leaf_count=73 2418 519 124 internal_value=0 -8.60103e-06 0.000183204 internal_weight=0 82.5691 8.41555 internal_count=3134 2937 197 is_linear=0 shrinkage=0.000400217 Tree=8496 num_leaves=4 num_cat=0 split_feature=15 15 0 split_gain=2.18787 2.79169 1.82987 threshold=-0.25766499999999998 -0.19153499999999998 -0.14775499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029092625768469614 -0.02262782329645327 -0.00042220444094855238 0.019550695138248968 leaf_weight=2.3584558547299821 2.318608653949922 79.959540375926508 3.9697816167099509 leaf_count=45 82 2786 199 internal_value=0 -0.00107786 0.0112751 internal_weight=0 82.2781 6.32824 internal_count=3112 2868 244 is_linear=0 shrinkage=0.0204111 Tree=8497 num_leaves=3 num_cat=0 split_feature=45 2 split_gain=1.84786 1.94818 threshold=-1.0000000180025095e-35 0.092120000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020057174878889382 -0.0041985897105651492 0.0019062738178440915 leaf_weight=1.6332935666432593 43.566467314718466 43.336547607465036 leaf_count=28 1862 1198 internal_value=0 -0.0011557 internal_weight=0 86.903 internal_count=3088 3060 is_linear=0 shrinkage=0.0204111 Tree=8498 num_leaves=4 num_cat=0 split_feature=403 160 2 split_gain=1.78653 1.6735 0.488486 threshold=0.090530000000000013 -0.40187499999999993 0.11917500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036674564141578867 -0.00040999194615941277 3.0182304308873669e-05 8.954977696026737e-05 leaf_weight=1.6230532431989093 1.8642578278813737 88.535342405869415 0.3301928736764238 leaf_count=235 243 2604 24 internal_value=0 2.25907e-05 -0.000334129 internal_weight=0 90.1584 2.19445 internal_count=3106 2839 267 is_linear=0 shrinkage=0.000400217 Tree=8499 num_leaves=4 num_cat=0 split_feature=14 158 15 split_gain=1.54614 1.50004 0.660083 threshold=0.073890000000000011 0.11034000000000001 -0.15973499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020325185570335964 -0.00038831489753940012 -0.017710013770771162 -0.021854347653429685 leaf_weight=88.340213234087514 0.92995650949160369 1.5218237900185148 1.5747088102452824 leaf_count=2853 18 129 93 internal_value=0 0.00167655 -0.0142419 internal_weight=0 89.862 2.50467 internal_count=3093 2982 111 is_linear=0 shrinkage=0.0204111 Tree=8500 num_leaves=4 num_cat=0 split_feature=13 132 48 split_gain=2.02601 2.14109 1.7263 threshold=-0.10462499999999998 0.092880000000000004 0.036755000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021008298020633203 -4.0013047783766579e-05 0.0002671554615124019 -4.441411177058515e-05 leaf_weight=12.324794974178078 69.67174017216189 3.7232508747765669 6.4490543860847529 leaf_count=196 2648 148 120 internal_value=0 -2.40475e-05 0.000122915 internal_weight=0 73.395 18.7738 internal_count=3112 2796 316 is_linear=0 shrinkage=0.000400217 Tree=8501 num_leaves=3 num_cat=0 split_feature=4 1211 split_gain=1.59314 1.56384 threshold=0.51195500000000005 0.082530000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00068223488490369306 0.020754213433526694 -0.020057855484557886 leaf_weight=88.192998281852852 1.5074820959489432 1.4291160837165069 leaf_count=2754 128 167 internal_value=0 0.000326898 internal_weight=0 89.6221 internal_count=3049 2921 is_linear=0 shrinkage=0.0204111 Tree=8502 num_leaves=4 num_cat=0 split_feature=14 52 3 split_gain=1.92616 1.94723 0.363503 threshold=0.077685000000000018 0.11571500000000003 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011493097085125568 -0.028579344622349515 -0.0087216807528011225 -0.0094838622633762679 leaf_weight=77.417751370844144 0.95251629456834053 9.2155718437486467 0.95403695289132773 leaf_count=2498 70 480 24 internal_value=0 8.93862e-05 -0.0200801 internal_weight=0 86.6333 1.90655 internal_count=3072 2978 94 is_linear=0 shrinkage=0.0204111 Tree=8503 num_leaves=4 num_cat=0 split_feature=3 40 0 split_gain=2.61247 2.15385 1.83718 threshold=0.17769000000000004 -0.067204999999999987 -0.10726999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.596809728901253e-05 -0.00015940152776310775 0.00039475888813872754 -7.5584264355546053e-05 leaf_weight=34.392555404626364 1.4438857825007287 4.2446498954232075 47.021922109881416 leaf_count=473 12 137 2432 internal_value=0 0.000253738 -2.42433e-05 internal_weight=0 5.68854 81.4145 internal_count=3054 149 2905 is_linear=0 shrinkage=0.000400217 Tree=8504 num_leaves=4 num_cat=0 split_feature=4 51 13 split_gain=2.33778 1.72046 1.00401 threshold=-0.49977499999999991 -0.09021499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0033342932582353206 0.0082776305198900453 -0.00030072715022986933 -0.024942048612676359 leaf_weight=1.6217657988308931 11.094443251030496 74.393447649784321 2.0045323650992932 leaf_count=34 320 2645 95 internal_value=0 0.000821926 -0.0156679 internal_weight=0 85.4879 3.6263 internal_count=3094 2965 129 is_linear=0 shrinkage=0.0204111 Tree=8505 num_leaves=4 num_cat=0 split_feature=3 0 16 split_gain=2.07671 2.0263 0.116069 threshold=0.25779000000000007 -0.23075999999999999 -0.15109499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0098587533629757411 0.0082112987044781829 -0.001183135659065001 0.01979780072196732 leaf_weight=7.4666809011250725 0.71272688152384978 80.033612496752767 2.0910002009695736 leaf_count=91 55 2827 78 internal_value=0 -0.000229501 0.0172809 internal_weight=0 87.5003 2.80373 internal_count=3051 2918 133 is_linear=0 shrinkage=0.0204111 Tree=8506 num_leaves=3 num_cat=0 split_feature=480 1447 split_gain=1.93307 1.59319 threshold=0.086640000000000009 -0.086059999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00039388906473886105 -0.00040159471715484909 -3.7926287057246369e-06 leaf_weight=1.5323726064789287 1.8148262174736363 86.138744506244848 leaf_count=56 186 2825 internal_value=0 3.65185e-06 internal_weight=0 87.6711 internal_count=3067 2881 is_linear=0 shrinkage=0.000400217 Tree=8507 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=1.81623 7.15139 2.006 threshold=1.0000000180025095e-35 -0.084074999999999997 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035894824452279903 7.7699370523076497e-05 5.7584155302611608e-05 -9.4443471701570304e-05 leaf_weight=9.9421612303933689 44.994984030490741 19.157187512753808 14.170815101635524 leaf_count=797 1239 789 258 internal_value=0 -8.55598e-05 3.63689e-05 internal_weight=0 29.0993 59.1658 internal_count=3083 1586 1497 is_linear=0 shrinkage=0.000400217 Tree=8508 num_leaves=4 num_cat=0 split_feature=43 124 16 split_gain=2.01589 1.94191 1.38587 threshold=-0.27157999999999993 0.11158000000000001 -0.27157999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051792916959140958 -1.8640589190776657e-05 0.00035737903424583838 0.00011161293744090232 leaf_weight=1.6482716747559605 78.44516600786983 2.1513521111919536 6.1169602263034895 leaf_count=9 2880 23 145 internal_value=0 -8.12168e-06 0.000203995 internal_weight=0 80.5965 7.76523 internal_count=3057 2903 154 is_linear=0 shrinkage=0.000400217 Tree=8509 num_leaves=3 num_cat=0 split_feature=1375 160 split_gain=2.37515 1.58503 threshold=-0.43271999999999994 0.084835000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025918874263452626 -0.0017787038732330063 0.0053781861804961719 leaf_weight=1.4502965461379052 73.832450815975562 15.503293621855844 leaf_count=18 2711 384 internal_value=0 -0.000531522 internal_weight=0 89.3357 internal_count=3113 3095 is_linear=0 shrinkage=0.0204111 Tree=8510 num_leaves=4 num_cat=0 split_feature=4 480 1 split_gain=1.80371 2.24302 0.0897738 threshold=0.51074000000000008 0.086640000000000009 0.11231500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2956305599089461e-07 0.00016399220255532314 -0.00041130435828836293 0.00041712281183988982 leaf_weight=88.551982092044909 0.50528683117590745 2.0571273691366505 1.4916940423863705 leaf_count=2758 13 194 126 internal_value=0 -9.21879e-06 0.000365181 internal_weight=0 90.6091 1.99698 internal_count=3091 2952 139 is_linear=0 shrinkage=0.000400217 Tree=8511 num_leaves=4 num_cat=0 split_feature=43 47 48 split_gain=2.1362 2.67409 2.61552 threshold=-0.063379999999999978 0.077065000000000008 0.086665000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.946029873528807e-05 1.9557694250272197e-06 -0.0002129651357277848 0.00026955572972993088 leaf_weight=26.253275430592794 45.400642704713391 11.540221598610513 8.889291121862696 leaf_count=1156 1503 222 243 internal_value=0 -4.19348e-05 8.3377e-05 internal_weight=0 56.9409 35.1426 internal_count=3124 1725 1399 is_linear=0 shrinkage=0.000400217 Tree=8512 num_leaves=4 num_cat=0 split_feature=128 10 51 split_gain=1.64367 1.66477 0.0379497 threshold=0.085185000000000025 0.08302000000000001 -0.036099999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0687861462428047e-05 -0.00016157442609693418 0.00036150896268468492 -0.00040978784177130858 leaf_weight=82.543939241824773 0.32511628825159267 1.858793529896501 1.4769926406920593 leaf_count=2777 40 71 170 internal_value=0 -2.02293e-06 -0.000377079 internal_weight=0 84.4027 1.80211 internal_count=3058 2848 210 is_linear=0 shrinkage=0.000400217 Tree=8513 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=2.92535 2.17508 1.74593 threshold=-0.24269999999999997 -0.19153499999999998 0.11901000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020289457351952131 -0.019518086187966844 -0.0011308906547292815 -0.0097005803941559356 leaf_weight=3.9087856801052103 2.6630356166933771 79.273314190813835 0.94019192876294244 leaf_count=225 85 2759 17 internal_value=0 -0.00175432 0.0143868 internal_weight=0 81.9363 4.84898 internal_count=3086 2844 242 is_linear=0 shrinkage=0.0204111 Tree=8514 num_leaves=3 num_cat=0 split_feature=4 483 split_gain=1.39172 1.72693 threshold=0.51362000000000008 0.080590000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.8981608164246959e-05 0.00040478988363367428 -0.00024885651899395972 leaf_weight=87.876179583716294 1.3206972439365916 3.9207057781018184 leaf_count=2697 116 285 internal_value=0 7.25283e-06 internal_weight=0 91.7969 internal_count=3098 2982 is_linear=0 shrinkage=0.000400217 Tree=8515 num_leaves=3 num_cat=0 split_feature=124 10 split_gain=1.91234 1.82962 threshold=0.10385500000000002 -0.088499999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00034180328311828756 0.00031940721318094936 -2.3268796127301529e-05 leaf_weight=2.1462532855803138 2.7398348097922272 83.75507371858339 leaf_count=96 38 2969 internal_value=0 -1.37144e-05 internal_weight=0 85.9013 internal_count=3103 3065 is_linear=0 shrinkage=0.000400217 Tree=8516 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=2.98558 5.22873 1.77459 threshold=0.077800000000000022 -0.084074999999999997 0.043560000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017591157336500313 0.004104818309843339 0.0014629362159192852 -0.0064037104711919639 leaf_weight=9.3585982315794372 52.574122279877884 16.331029365003815 7.5677623719166141 leaf_count=806 1081 795 381 internal_value=0 -0.00552459 0.00277307 internal_weight=0 25.6896 60.1419 internal_count=3063 1601 1462 is_linear=0 shrinkage=0.0204111 Tree=8517 num_leaves=3 num_cat=0 split_feature=457 15 split_gain=1.58461 1.71134 threshold=-0.23052999999999998 -0.24269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032121486461242311 0.00017691883704443084 -2.3452550824544761e-05 leaf_weight=2.3150217301190414 7.3436005178518817 80.940686909332726 leaf_count=38 254 2772 internal_value=0 -6.58242e-06 internal_weight=0 88.2843 internal_count=3064 3026 is_linear=0 shrinkage=0.000400217 Tree=8518 num_leaves=4 num_cat=0 split_feature=3 47 3 split_gain=2.15361 2.48987 1.71555 threshold=-0.10096999999999999 0.085165000000000018 -0.084524999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0179426434573342e-05 -0.00022679799920100616 0.00039265542118964848 1.4221882329582405e-05 leaf_weight=18.887212850362634 4.9834725414611958 4.7242883816616077 65.905423669422817 leaf_count=394 644 47 2021 internal_value=0 0.00013625 -3.0527e-06 internal_weight=0 23.6115 70.8889 internal_count=3106 441 2665 is_linear=0 shrinkage=0.000400217 Tree=8519 num_leaves=4 num_cat=0 split_feature=159 11 157 split_gain=2.087 1.74235 1.26305 threshold=0.10894000000000002 0.079700000000000007 -0.076194999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8976834209929475e-05 0.00017233394971768955 -0.00018281132379027227 -0.00045436980145355336 leaf_weight=82.798734058369064 0.59665634141856605 5.9797715214554037 2.2146814565967352 leaf_count=2689 44 188 160 internal_value=0 2.38266e-05 -0.000319857 internal_weight=0 88.7785 2.81134 internal_count=3081 2877 204 is_linear=0 shrinkage=0.000400217 Tree=8520 num_leaves=3 num_cat=0 split_feature=146 1 split_gain=1.78837 2.32625 threshold=0.10949000000000002 0.11584000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00028638011349072217 -0.02404243309912615 0.0085729370434222945 leaf_weight=73.820198016726408 1.0735783074051131 14.714489688602042 leaf_count=2651 11 424 internal_value=0 0.00119501 internal_weight=0 88.5347 internal_count=3086 3075 is_linear=0 shrinkage=0.0204111 Tree=8521 num_leaves=3 num_cat=0 split_feature=10 1456 split_gain=2.08722 2.07879 threshold=0.08302000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038882809378676484 0.00039662180575842531 5.6108951671616426e-06 leaf_weight=2.0860510082459305 2.0159332246366821 81.188342302308229 leaf_count=290 74 2679 internal_value=0 -4.77877e-06 internal_weight=0 83.2744 internal_count=3043 2969 is_linear=0 shrinkage=0.000400217 Tree=8522 num_leaves=3 num_cat=0 split_feature=9 52 split_gain=1.80015 1.72943 threshold=-0.016839999999999997 -0.51586999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041431932985694841 -0.00038670039537602518 2.1168715939528918e-05 leaf_weight=1.7204289776127542 1.584568765349103 90.266117044619477 leaf_count=90 232 2786 internal_value=0 1.36701e-05 internal_weight=0 91.8507 internal_count=3108 3018 is_linear=0 shrinkage=0.000400217 Tree=8523 num_leaves=3 num_cat=0 split_feature=146 51 split_gain=1.90837 1.64162 threshold=0.10020500000000002 -0.40548499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020242151239880463 -0.02377549245986561 0.00037225999851616781 leaf_weight=1.5266274375735509 1.3158196937292803 90.207906360799825 leaf_count=122 14 3010 internal_value=0 4.94065e-06 internal_weight=0 91.7345 internal_count=3146 3132 is_linear=0 shrinkage=0.0204111 Tree=8524 num_leaves=4 num_cat=0 split_feature=474 4 475 split_gain=1.60817 1.81335 0.0645524 threshold=-1.0000000180025095e-35 0.50500500000000004 -0.40344499999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010107345285182333 0.00012071260251282761 0.016244232874876325 -0.027065164965645101 leaf_weight=0.32240204623667523 86.879847341535651 2.8946532726549767 0.7405635148006684 leaf_count=32 2810 176 86 internal_value=0 0.00066018 -0.0233751 internal_weight=0 89.7745 1.06297 internal_count=3104 2986 118 is_linear=0 shrinkage=0.0204111 Tree=8525 num_leaves=4 num_cat=0 split_feature=123 130 15 split_gain=1.5959 1.853 0.681848 threshold=0.088610000000000008 0.085970000000000005 -0.10924999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2246912959381045e-06 -2.5266142022739582e-05 -0.00037201177987301794 0.00036001794824434418 leaf_weight=85.755398590942605 0.96716718836250981 1.9798930889360224 2.7869191837089593 leaf_count=2612 87 330 68 internal_value=0 1.58263e-07 0.0002629 internal_weight=0 87.7353 3.75409 internal_count=3097 2942 155 is_linear=0 shrinkage=0.000400217 Tree=8526 num_leaves=4 num_cat=0 split_feature=3 1365 132 split_gain=2.03614 1.73448 0.883512 threshold=-0.16059999999999997 1.0000000180025095e-35 0.080815000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0056693717215686376 2.7231056685104484e-06 -0.01986831533728451 0.021006683481978206 leaf_weight=4.8695370839413945 80.625466197399419 1.76057010689692 2.2879571542725898 leaf_count=138 2895 54 29 internal_value=0 -0.000448306 0.0108201 internal_weight=0 82.386 7.15749 internal_count=3116 2949 167 is_linear=0 shrinkage=0.0204111 Tree=8527 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=2.35658 2.07628 threshold=1.0000000180025095e-35 0.17769000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.0584663148384695e-06 -0.00030934104202055178 0.00028721372786862169 leaf_weight=78.383671553782051 3.8044396654004222 3.9551385666636625 leaf_count=2886 72 120 internal_value=0 8.39975e-06 internal_weight=0 82.3388 internal_count=3078 3006 is_linear=0 shrinkage=0.000400217 Tree=8528 num_leaves=4 num_cat=0 split_feature=0 43 48 split_gain=1.73857 2.35911 1.4548 threshold=-0.23031999999999997 -0.063379999999999978 0.085130000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016953004387924707 0.0038846965592395232 -0.0032205358362627713 0.0016259344868832758 leaf_weight=4.705870378384132 34.239062629052569 44.822335455787197 5.6114792565349489 leaf_count=65 1380 1574 47 internal_value=0 -0.000142336 0.00872375 internal_weight=0 79.0614 10.3173 internal_count=3066 2954 112 is_linear=0 shrinkage=0.0204111 Tree=8529 num_leaves=4 num_cat=0 split_feature=376 39 42 split_gain=2.1333 1.66857 1.13353 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.090249999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015998465290225458 -0.003198283682723953 -0.00033831925318549829 0.016106628883265105 leaf_weight=2.827922406824654 1.6623426006408406 79.294215204052762 4.8083507534829542 leaf_count=54 14 2879 144 internal_value=0 -0.000898634 0.0111771 internal_weight=0 82.1221 6.47069 internal_count=3091 2933 158 is_linear=0 shrinkage=0.0204111 Tree=8530 num_leaves=3 num_cat=0 split_feature=31 4 split_gain=1.71594 1.7263 threshold=-1.0000000180025095e-35 -0.49096999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021045328873004622 -0.0135988017638414 0.00030302821437130532 leaf_weight=1.4836690746160446 3.781776162388268 83.9863973700119 leaf_count=84 146 2874 internal_value=0 -0.00031254 internal_weight=0 87.7682 internal_count=3104 3020 is_linear=0 shrinkage=0.0204111 Tree=8531 num_leaves=4 num_cat=0 split_feature=3 43 3 split_gain=1.85083 2.52 2.48633 threshold=-0.097724999999999992 0.083940000000000015 -0.084524999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014761063005559741 -0.00035773065165164411 -0.00018716017502371995 -2.2936384884869183e-05 leaf_weight=19.796700782619158 3.6546182567944916 4.2964164456698191 63.089592373582946 leaf_count=401 602 55 2072 internal_value=0 8.73229e-05 -4.18367e-05 internal_weight=0 24.0931 66.7442 internal_count=3130 456 2674 is_linear=0 shrinkage=0.000400217 Tree=8532 num_leaves=4 num_cat=0 split_feature=2 1 12 split_gain=2.53766 3.55908 2.1149 threshold=0.092120000000000021 1.0000000180025095e-35 0.10042000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026519686230607337 9.5555829949738752e-05 -7.2808779060468553e-07 -0.00016443731689193115 leaf_weight=10.912557733759057 42.189450644407771 31.266199109420995 5.581856215237166 leaf_count=897 953 898 279 internal_value=0 -6.96729e-05 6.48634e-05 internal_weight=0 42.1788 47.7713 internal_count=3027 1795 1232 is_linear=0 shrinkage=0.000400217 Tree=8533 num_leaves=4 num_cat=0 split_feature=4 1374 14 split_gain=2.32141 1.61972 0.209355 threshold=0.50609000000000004 0.090240000000000015 -0.46697999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041264894775782437 0.0076256318070648341 -0.020244457642932139 0.021105710766517988 leaf_weight=82.447752133704626 0.85158692699042182 1.640373538739367 2.0080827757046782 leaf_count=2830 32 54 136 internal_value=0 -0.00082593 0.01753 internal_weight=0 84.0881 2.85967 internal_count=3052 2884 168 is_linear=0 shrinkage=0.0204111 Tree=8534 num_leaves=4 num_cat=0 split_feature=52 4 52 split_gain=2.02123 3.1255 2.67732 threshold=-0.088159999999999988 0.046185000000000004 -0.081374999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021182417360098157 0.00028764436632593295 0.00016862618441044615 6.7785222722973618e-06 leaf_weight=13.925790986681024 5.8006515542801926 4.4965824411592612 67.542958325090694 leaf_count=578 92 116 2315 internal_value=0 -0.000118505 2.93964e-05 internal_weight=0 18.4224 73.3436 internal_count=3101 694 2407 is_linear=0 shrinkage=0.000400217 Tree=8535 num_leaves=4 num_cat=0 split_feature=1 52 14 split_gain=3.85994 2.9163 1.33073 threshold=0.10423500000000001 0.08257500000000001 -0.46879999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9460920677288876e-06 -0.00020045302077114683 -0.00023601467008744486 0.00014432496859377624 leaf_weight=47.697766450878589 1.8185029609740038 11.197791512830007 28.198014737896301 leaf_count=1542 44 872 641 internal_value=0 -5.32947e-05 0.00012277 internal_weight=0 58.8956 30.0165 internal_count=3099 2414 685 is_linear=0 shrinkage=0.000400217 Tree=8536 num_leaves=4 num_cat=0 split_feature=43 124 13 split_gain=1.97731 2.05334 1.72755 threshold=-0.19537999999999997 0.10385500000000002 0.16421000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017641815370888266 -0.0018409605771118277 0.021359199161110336 0.00093753675886269208 leaf_weight=4.3652067570073978 78.678896864469152 1.5104783515853331 6.1164874329915619 leaf_count=53 2845 27 168 internal_value=0 -0.00137478 0.00800714 internal_weight=0 80.1894 10.4817 internal_count=3093 2872 221 is_linear=0 shrinkage=0.0204111 Tree=8537 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=1.77957 2.3625 threshold=1.0000000180025095e-35 0.17769000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00062853805830093113 -0.015964970237605441 0.015044188848284913 leaf_weight=81.508997084772091 2.3989496376307207 4.917353401091531 leaf_count=2926 53 141 internal_value=0 0.00146714 internal_weight=0 86.4264 internal_count=3120 3067 is_linear=0 shrinkage=0.0204111 Tree=8538 num_leaves=4 num_cat=0 split_feature=402 151 2 split_gain=1.55575 1.58304 0.514615 threshold=0.088090000000000016 -0.52342999999999995 0.11723500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042885969867309645 -0.00038835455162261991 2.8380838647377153e-05 7.7211417366751094e-05 leaf_weight=1.1182214380587527 1.8882802758962491 87.082041564686278 0.42853344066315902 leaf_count=48 281 2719 36 internal_value=0 2.20475e-05 -0.000302651 internal_weight=0 88.2003 2.31681 internal_count=3084 2767 317 is_linear=0 shrinkage=0.000400217 Tree=8539 num_leaves=4 num_cat=0 split_feature=16 16 0 split_gain=1.94007 3.34042 2.41757 threshold=-0.066844999999999988 -0.0088849999999999988 -0.1171 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.4015941374901104e-05 -0.00028079853057464581 -6.5995587139441952e-06 0.00014199312901606664 leaf_weight=20.677488928282401 8.7899069908726215 35.509564045697516 24.179152885769327 leaf_count=336 457 1114 1196 internal_value=0 -6.15769e-05 5.63527e-05 internal_weight=0 44.2995 44.8566 internal_count=3103 1571 1532 is_linear=0 shrinkage=0.000400217 Tree=8540 num_leaves=4 num_cat=0 split_feature=1 2 453 split_gain=1.59105 2.31712 1.54151 threshold=0.10423500000000001 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002582865426234878 7.9102245778871528e-05 -2.4040800634073305e-05 -0.00029899482723143002 leaf_weight=7.6417491209613209 29.434922517641102 53.238084644794981 1.7252902684267599 leaf_count=479 673 1980 30 internal_value=0 -5.38639e-05 5.71721e-05 internal_weight=0 60.8798 31.1602 internal_count=3162 2459 703 is_linear=0 shrinkage=0.000400217 Tree=8541 num_leaves=4 num_cat=0 split_feature=1375 480 52 split_gain=3.45137 2.07465 1.02014 threshold=-1.0000000180025095e-35 0.086640000000000009 -0.075329999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054598544657720764 3.3146879566559632e-05 -0.00036697401979562022 -0.00016972968086860068 leaf_weight=1.8096628618332031 83.801704100481857 2.0167278660155707 3.3015105934191515 leaf_count=25 2733 201 113 internal_value=0 2.32781e-05 -0.000311795 internal_weight=0 85.8184 5.11117 internal_count=3072 2934 138 is_linear=0 shrinkage=0.000400217 Tree=8542 num_leaves=4 num_cat=0 split_feature=0 3 2 split_gain=1.95595 3.23889 3.14242 threshold=-0.063819999999999988 0.018975000000000002 0.096055000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0061335256947322499 0.008002603300300273 -0.0088859719455788942 0.0032543511554696271 leaf_weight=35.657065292803281 21.479971398204729 5.9582608280761624 25.311808054105313 leaf_count=1831 470 124 656 internal_value=0 0.00431401 -0.00223724 internal_weight=0 27.4382 60.9689 internal_count=3081 594 2487 is_linear=0 shrinkage=0.0204111 Tree=8543 num_leaves=4 num_cat=0 split_feature=13 160 39 split_gain=2.27248 4.59317 2.46502 threshold=-0.083499999999999977 -0.082109999999999975 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016566201735052393 -0.0031956243176563918 0.0082905744759266455 0.00827218150387099 leaf_weight=3.3971971659384534 50.782814510138905 26.654044198801785 9.114735579951228 leaf_count=262 1857 701 257 internal_value=0 0.00542953 -0.00143837 internal_weight=0 30.0512 59.8976 internal_count=3077 963 2114 is_linear=0 shrinkage=0.0204111 Tree=8544 num_leaves=3 num_cat=0 split_feature=52 484 split_gain=1.97319 1.60462 threshold=-0.41845999999999994 -0.083139999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039257641068377567 -0.00034326055091167892 9.1249380493508859e-06 leaf_weight=1.9804961009576789 2.0087868932005213 86.025248460929106 leaf_count=295 248 2556 internal_value=0 6.58286e-07 internal_weight=0 88.034 internal_count=3099 2804 is_linear=0 shrinkage=0.000400217 Tree=8545 num_leaves=4 num_cat=0 split_feature=1 131 151 split_gain=2.25911 2.29711 1.96126 threshold=0.11584000000000001 0.092255000000000018 0.0035100000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042601082081414543 0.0099237287606551202 -0.017559027543695899 -0.011000379775453595 leaf_weight=68.493044777545265 14.037468054913917 3.3115639719289893 2.0553177898254935 leaf_count=2373 387 262 38 internal_value=0 -0.00124228 0.00719383 internal_weight=0 71.8046 16.0928 internal_count=3060 2635 425 is_linear=0 shrinkage=0.0204111 Tree=8546 num_leaves=3 num_cat=0 split_feature=39 156 split_gain=1.58902 1.6208 threshold=-1.0000000180025095e-35 0.11659000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00024590024065220803 1.7872135826080388e-05 -0.00041175715580629561 leaf_weight=3.9137803854391668 88.803178934398829 1.3171926418826831 leaf_count=69 2953 127 internal_value=0 1.10896e-05 internal_weight=0 90.1204 internal_count=3149 3080 is_linear=0 shrinkage=0.000400217 Tree=8547 num_leaves=4 num_cat=0 split_feature=1456 149 3 split_gain=1.69071 1.49232 0.390018 threshold=-1.0000000180025095e-35 0.11234000000000001 -0.15713499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.006625970265896031 0.00062889639280926416 -0.020576258843207122 -0.020780354471323145 leaf_weight=0.19071919820271466 84.217291265475069 1.2937456413637836 1.8547211480602062 leaf_count=5 2762 17 282 internal_value=0 0.000281584 -0.0180137 internal_weight=0 85.511 2.04544 internal_count=3066 2779 287 is_linear=0 shrinkage=0.0204111 Tree=8548 num_leaves=4 num_cat=0 split_feature=474 52 475 split_gain=1.57854 1.58911 0.0642234 threshold=-1.0000000180025095e-35 -0.048794999999999991 -0.40881999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010118942616369883 0.0043288999221178194 -0.0013598643992936809 -0.027005005387351406 leaf_weight=0.32594516275275964 32.090872290847074 55.989956995920011 0.72314185084905946 leaf_count=33 874 2113 78 internal_value=0 0.000715612 -0.0232404 internal_weight=0 88.0808 1.04909 internal_count=3098 2987 111 is_linear=0 shrinkage=0.0204111 Tree=8549 num_leaves=4 num_cat=0 split_feature=2 42 49 split_gain=2.09637 1.67595 0.66066 threshold=-0.14169499999999999 -1.0000000180025095e-35 -0.0093449999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020891973442528435 -0.0088427556706098167 0.00012253877378662803 0.0046359302695060112 leaf_weight=2.2583036997093586 9.7309210845128273 73.940994542121643 2.0026574808725846 leaf_count=34 819 2166 54 internal_value=0 -0.000930536 0.0135659 internal_weight=0 83.6719 4.26096 internal_count=3073 2985 88 is_linear=0 shrinkage=0.0204111 Tree=8550 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.07232 1.56106 threshold=0.27266500000000005 -0.10462499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.8998922465727126e-05 -0.00042598531316232272 -2.9750878676343469e-05 leaf_weight=19.238588859763695 1.7685741536224657 68.302055092667842 leaf_count=322 49 2729 internal_value=0 -1.36554e-06 internal_weight=0 87.5406 internal_count=3100 3051 is_linear=0 shrinkage=0.000400217 Tree=8551 num_leaves=4 num_cat=0 split_feature=1 1 0 split_gain=1.56661 2.29628 1.87799 threshold=0.11332500000000002 0.11215000000000001 -0.22917499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00073677404486714899 -0.020402977273337342 -0.023757924953691455 0.0070940102261892717 leaf_weight=69.267773813284521 0.99556944810319947 1.7417582450434554 16.713245226579602 leaf_count=2594 15 26 476 internal_value=0 -0.00133796 0.00542968 internal_weight=0 71.0095 17.7088 internal_count=3111 2620 491 is_linear=0 shrinkage=0.0204111 Tree=8552 num_leaves=4 num_cat=0 split_feature=1 16 15 split_gain=2.41739 3.84632 2.05344 threshold=0.077800000000000022 0.0020050000000000003 0.025430000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021954052646350948 8.5312016798315708e-05 6.8625182180083127e-05 -0.00013462612077033297 leaf_weight=15.63058923230051 51.062904517013521 13.954095172369305 7.7390044833045968 leaf_count=1191 1075 396 400 internal_value=0 -8.38762e-05 5.61648e-05 internal_weight=0 29.5847 58.8019 internal_count=3062 1587 1475 is_linear=0 shrinkage=0.000400217 Tree=8553 num_leaves=4 num_cat=0 split_feature=1 12 15 split_gain=1.77991 2.17255 1.61419 threshold=0.12700000000000003 0.098685000000000009 -0.05332499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035024119473257148 0.01649359743250953 -0.011427034221628479 -0.0012507339457468844 leaf_weight=70.981457263834727 4.502047777059488 8.1215607337280726 3.9491636245220416 leaf_count=2362 203 423 74 internal_value=0 -0.00150205 0.00829392 internal_weight=0 79.103 8.45121 internal_count=3062 2785 277 is_linear=0 shrinkage=0.0204111 Tree=8554 num_leaves=3 num_cat=0 split_feature=156 454 split_gain=1.61835 1.62827 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039093512343812487 -0.0003015800399972332 3.0177426973877023e-05 leaf_weight=1.4376943087995631 2.3220762031050972 90.085933414869942 leaf_count=166 67 2906 internal_value=0 2.1486e-05 internal_weight=0 92.408 internal_count=3139 2973 is_linear=0 shrinkage=0.000400217 Tree=8555 num_leaves=4 num_cat=0 split_feature=3 10 11 split_gain=2.9317 1.58407 0.428642 threshold=-0.16935999999999998 -0.088499999999999981 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003948741837060311 0.00032629714709127777 -1.5589916745298309e-05 0.00014474792712410934 leaf_weight=3.1225810691830693 2.1190796904920708 80.193911243186903 1.9499904980330027 leaf_count=42 93 2868 96 internal_value=0 -6.35702e-06 0.000303924 internal_weight=0 82.313 5.07257 internal_count=3099 2961 138 is_linear=0 shrinkage=0.000400217 Tree=8556 num_leaves=4 num_cat=0 split_feature=133 42 133 split_gain=1.67603 3.99915 3.28154 threshold=0.084805000000000019 0.0038800000000000002 0.083990000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011678499455194519 0.0056540121274805165 -0.017555145592551735 0.026689390047435618 leaf_weight=77.370071954181185 5.9702398821300431 6.2147198100383321 2.0460258124512611 leaf_count=2116 273 683 26 internal_value=0 -0.00623546 0.00186202 internal_weight=0 12.185 79.4161 internal_count=3098 956 2142 is_linear=0 shrinkage=0.0204111 Tree=8557 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=1.80054 3.69541 2.21964 threshold=0.085880000000000026 -0.029079999999999998 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028374311790555912 -0.016747098181869664 -0.010199822461932706 0.0037926560993058701 leaf_weight=20.308644182669923 2.1803965526705715 16.18476999630002 51.112791335233851 leaf_count=942 124 811 1242 internal_value=0 -0.00295808 0.00291896 internal_weight=0 36.4934 53.2932 internal_count=3119 1753 1366 is_linear=0 shrinkage=0.0204111 Tree=8558 num_leaves=3 num_cat=0 split_feature=45 0 split_gain=1.49287 1.52703 threshold=-1.0000000180025095e-35 -0.10726999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01987541978302031 0.002676829616921375 -0.002761366179350183 leaf_weight=1.4397709784388997 38.893351611926846 47.853447792143243 leaf_count=27 556 2513 internal_value=0 -0.000322817 internal_weight=0 86.7468 internal_count=3096 3069 is_linear=0 shrinkage=0.0204111 Tree=8559 num_leaves=4 num_cat=0 split_feature=2 3 3 split_gain=1.85128 2.36637 2.17613 threshold=0.12226000000000002 0.14180000000000004 0.18595000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.1436128296491685e-05 0.00026406877142444917 -0.0001553785982312956 0.00030144328283292953 leaf_weight=74.564463066403732 8.2469255776413757 2.8186242451047283 3.1722849927318739 leaf_count=2671 226 101 62 internal_value=0 0.000156741 -1.74379e-05 internal_weight=0 11.0655 77.7367 internal_count=3060 327 2733 is_linear=0 shrinkage=0.000400217 Tree=8560 num_leaves=3 num_cat=0 split_feature=38 0 split_gain=1.61333 1.72055 threshold=0.11976000000000002 -0.13625999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0053312502740479276 -0.019895928248438194 -0.00083962171494429965 leaf_weight=27.064671208147047 1.4460388672887337 61.167532004979194 leaf_count=415 20 2651 internal_value=0 0.00105761 internal_weight=0 88.2322 internal_count=3086 3066 is_linear=0 shrinkage=0.0204111 Tree=8561 num_leaves=3 num_cat=0 split_feature=1429 124 split_gain=1.9345 1.66719 threshold=-1.0000000180025095e-35 -0.048219999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004809607214164665 0.00017027758851905782 -1.7922100099013326e-05 leaf_weight=1.2480570133429854 8.2246544028694171 78.7314506717521 leaf_count=144 246 2692 internal_value=0 7.46569e-08 internal_weight=0 86.9561 internal_count=3082 2938 is_linear=0 shrinkage=0.000400217 Tree=8562 num_leaves=4 num_cat=0 split_feature=52 51 1365 split_gain=2.11882 3.20699 1.70084 threshold=-0.27269499999999997 -0.42705999999999994 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022255444454616195 0.0021783953181052562 -0.020344788196390438 -0.016524125447835908 leaf_weight=0.81192441074381339 81.358316097110901 3.7488806461642517 1.9664691499347089 leaf_count=40 2682 309 57 internal_value=0 -0.0124094 0.00171543 internal_weight=0 4.56081 83.3248 internal_count=3088 349 2739 is_linear=0 shrinkage=0.0204111 Tree=8563 num_leaves=3 num_cat=0 split_feature=51 4 split_gain=1.67158 1.73095 threshold=-0.40548499999999993 -0.22295999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020217716054872173 -0.0064088788254122704 0.0018560471894348742 leaf_weight=1.5185236657816847 12.255043235503761 72.048768488436508 leaf_count=118 238 2709 internal_value=0 0.000647688 internal_weight=0 84.3038 internal_count=3065 2947 is_linear=0 shrinkage=0.0204111 Tree=8564 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.91453 2.5722 threshold=-0.50992999999999988 -0.46195999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015005900990301827 -0.017969036208795666 0.00045626753301584132 leaf_weight=3.4551296914505647 3.1722793319568146 81.061063017463766 leaf_count=52 166 2857 internal_value=0 -0.000260573 internal_weight=0 84.2333 internal_count=3075 3023 is_linear=0 shrinkage=0.0204111 Tree=8565 num_leaves=3 num_cat=0 split_feature=124 480 split_gain=1.84175 1.90886 threshold=0.10230000000000002 0.086640000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00052769693663601335 0.016424485650057302 -0.019480309468076145 leaf_weight=82.569414793930264 2.8489912968070703 1.923485299231287 leaf_count=2866 39 200 internal_value=0 4.70358e-05 internal_weight=0 84.4929 internal_count=3105 3066 is_linear=0 shrinkage=0.0204111 Tree=8566 num_leaves=4 num_cat=0 split_feature=1429 51 157 split_gain=1.70634 1.56276 0.135104 threshold=-1.0000000180025095e-35 0.14771500000000001 -0.09416999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013026865304737679 2.3415676689059433e-05 -0.00034378017997628558 -0.00049937086432531354 leaf_weight=0.30069958750755177 87.56125211195058 1.784879121065386 0.98307035437755874 leaf_count=39 2837 73 103 internal_value=0 1.56591e-05 -0.000430301 internal_weight=0 89.3461 1.28377 internal_count=3052 2910 142 is_linear=0 shrinkage=0.000400217 Tree=8567 num_leaves=4 num_cat=0 split_feature=2 151 12 split_gain=1.78027 2.80286 1.99861 threshold=0.092120000000000021 -0.084129999999999996 -0.12959999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016620226477717565 -0.014614591934702145 -0.0004988457818942202 0.0043744860561373434 leaf_weight=4.9603657493626079 2.3293816617569965 39.401315385872749 43.773768020519583 leaf_count=218 55 1640 1171 internal_value=0 -0.00233879 0.00338197 internal_weight=0 44.3617 46.1031 internal_count=3084 1858 1226 is_linear=0 shrinkage=0.0204111 Tree=8568 num_leaves=4 num_cat=0 split_feature=376 150 123 split_gain=1.80987 2.48598 1.36107 threshold=1.0000000180025095e-35 0.082085000000000019 0.084845000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.7131303030753935e-05 0.00030504559352199511 7.7754528829907519e-05 -5.4393049815354938e-05 leaf_weight=60.403302963173473 4.1875247363932422 19.226716294115249 2.7287404915405205 leaf_count=2575 78 343 94 internal_value=0 -4.72662e-05 0.000164626 internal_weight=0 79.63 6.91627 internal_count=3090 2918 172 is_linear=0 shrinkage=0.000400217 Tree=8569 num_leaves=4 num_cat=0 split_feature=133 2 42 split_gain=1.74726 1.61604 0.036954 threshold=-0.25351499999999993 0.153865 -0.0012249999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016307821862409627 7.1709436985688836e-06 0.00036250915411186851 -0.00044274528718461157 leaf_weight=0.27075777542677304 87.55515196184524 1.987366023038702 1.2147718200103543 leaf_count=136 2804 101 60 internal_value=0 1.55004e-05 -0.000406775 internal_weight=0 89.5425 1.48553 internal_count=3101 2905 196 is_linear=0 shrinkage=0.000400217 Tree=8570 num_leaves=4 num_cat=0 split_feature=1429 133 157 split_gain=1.62304 1.61822 0.138703 threshold=-1.0000000180025095e-35 0.10681500000000001 -0.09416999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0065853725782933437 0.00084378703295154799 -0.015105974793471139 -0.025858189385297419 leaf_weight=0.29342804897373753 84.993918555217988 2.6233614709367421 0.94358100295721559 leaf_count=38 2537 436 102 internal_value=0 0.000347563 -0.0222126 internal_weight=0 87.6173 1.23701 internal_count=3113 2973 140 is_linear=0 shrinkage=0.0204111 Tree=8571 num_leaves=4 num_cat=0 split_feature=16 0 33 split_gain=2.10295 6.23799 2.06468 threshold=-0.008179999999999998 0.15238000000000004 0.082505000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013975217908845487 0.0048248646330716263 -0.049167760834831029 -0.019757326917361959 leaf_weight=53.636168103742875 35.913192416446691 1.0518217388162145 1.373034913529408 leaf_count=2035 1021 11 25 internal_value=0 -0.00241488 0.0038632 internal_weight=0 54.688 37.2862 internal_count=3092 2046 1046 is_linear=0 shrinkage=0.0204111 Tree=8572 num_leaves=4 num_cat=0 split_feature=43 13 15 split_gain=2.02454 1.80072 0.0860749 threshold=0.25035000000000007 -0.09194999999999999 -0.14601999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0057094810459178249 -0.0079609180917805406 -0.0015742749753779577 -0.023483094029422988 leaf_weight=17.869059838725661 0.3327460916552808 66.094476184464384 1.4690570156844831 leaf_count=409 33 2479 151 internal_value=0 -1.86119e-05 -0.02125 internal_weight=0 83.9635 1.8018 internal_count=3072 2888 184 is_linear=0 shrinkage=0.0204111 Tree=8573 num_leaves=3 num_cat=0 split_feature=52 43 split_gain=1.59543 1.6869 threshold=0.64160000000000006 0.25035000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.1278027712039344e-05 0.00037969934431379145 -0.00041031182113101177 leaf_weight=85.087223590338908 1.4420450269608398 1.7121989080496849 leaf_count=2897 17 183 internal_value=0 -2.94708e-05 internal_weight=0 86.7994 internal_count=3097 3080 is_linear=0 shrinkage=0.000400217 Tree=8574 num_leaves=4 num_cat=0 split_feature=16 4 47 split_gain=2.29916 2.84092 1.85763 threshold=0.15990000000000001 -0.078079999999999997 0.10843500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013714221781663209 -0.00026920723516054022 -4.3465512766245376e-05 8.8709777720949687e-05 leaf_weight=18.535212237111409 9.4734952079324994 55.269816956014211 3.0042422322021585 leaf_count=800 420 1804 76 internal_value=0 2.0309e-06 -0.00018301 internal_weight=0 73.805 12.4777 internal_count=3100 2604 496 is_linear=0 shrinkage=0.000400217 Tree=8575 num_leaves=4 num_cat=0 split_feature=39 13 38 split_gain=1.98716 2.94257 2.39567 threshold=0.0047850000000000011 -0.10939499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.005365612013512701 0.011505417332344734 -0.004629440785941184 -0.0067198439445867965 leaf_weight=15.374224188490187 9.5140262528730073 59.169554625529145 4.2805493029500203 leaf_count=257 293 2523 70 internal_value=0 -0.00256306 0.00584143 internal_weight=0 74.5438 13.7946 internal_count=3143 2780 363 is_linear=0 shrinkage=0.0204111 Tree=8576 num_leaves=4 num_cat=0 split_feature=48 38 1 split_gain=1.83568 2.06684 1.66904 threshold=0.12879500000000002 0.10386000000000002 0.121715 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4803211202976718e-05 -0.00052335068956280964 -0.0003852074331842956 -1.6235645652768591e-05 leaf_weight=85.577539028479805 1.8625894821216196 1.9038023296652671 2.2110062179272063 leaf_count=2884 39 37 54 internal_value=0 1.53994e-05 -0.000255904 internal_weight=0 87.4813 4.0736 internal_count=3014 2921 93 is_linear=0 shrinkage=0.000400217 Tree=8577 num_leaves=3 num_cat=0 split_feature=453 480 split_gain=1.76786 1.83932 threshold=0.089535000000000017 0.086640000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.1742318599545707e-05 -0.0003787429232158685 -0.0003638882082240253 leaf_weight=86.168111729196426 1.6770460346742755 1.8126257651824733 leaf_count=2870 38 192 internal_value=0 2.31392e-05 internal_weight=0 87.9807 internal_count=3100 3062 is_linear=0 shrinkage=0.000400217 Tree=8578 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=1.58357 2.12448 threshold=-0.21083999999999997 -0.085934999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.011451433534938363 -0.011170799940523968 0.00095880445422075796 leaf_weight=5.2513929998676749 6.4154624115217294 76.632685385801551 leaf_count=67 116 2891 internal_value=0 8.01461e-06 internal_weight=0 83.0481 internal_count=3074 3007 is_linear=0 shrinkage=0.0204111 Tree=8579 num_leaves=4 num_cat=0 split_feature=4 41 13 split_gain=1.98996 1.77358 1.08804 threshold=-0.49977499999999991 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016296483857036364 0.00162946308995641 -0.0092084754732175249 -0.024672252383438103 leaf_weight=1.5066344272054268 77.985480680328692 6.7303292777014567 1.9101910838580796 leaf_count=37 2794 164 91 internal_value=0 0.000757414 -0.0148858 internal_weight=0 84.7158 3.41683 internal_count=3086 2958 128 is_linear=0 shrinkage=0.0204111 Tree=8580 num_leaves=4 num_cat=0 split_feature=51 40 13 split_gain=1.92969 2.83103 2.30794 threshold=-0.073259999999999978 0.0023950000000000004 -0.5318799999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023486224776554066 -0.00037300496927714544 0.00025026649450218591 2.4186565227854093e-05 leaf_weight=11.140938866867144 2.3078630962118032 2.2288339589722446 74.021314325469802 leaf_count=511 33 22 2562 internal_value=0 -0.000152581 1.16484e-05 internal_weight=0 13.3698 76.3292 internal_count=3128 533 2595 is_linear=0 shrinkage=0.000400217 Tree=8581 num_leaves=4 num_cat=0 split_feature=132 52 12 split_gain=1.84064 2.56415 1.3941 threshold=0.08018500000000002 -0.087789999999999993 0.078120000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0084729271730524733 0.017708342346964896 0.0008870121176677853 0.001673838557953567 leaf_weight=14.908875366516439 3.9479863135056785 64.696733217079782 5.1515570966876112 leaf_count=620 91 2172 225 internal_value=0 -0.000875395 0.00876136 internal_weight=0 79.6056 9.09954 internal_count=3108 2792 316 is_linear=0 shrinkage=0.0204111 Tree=8582 num_leaves=3 num_cat=0 split_feature=0 376 split_gain=2.05826 1.81048 threshold=0.21217000000000003 0.087355000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010813402080926335 -0.02025889301747252 0.013089425161656851 leaf_weight=82.391655662076118 2.127286970120621 3.8234344433803917 leaf_count=2990 21 72 internal_value=0 -0.000436738 internal_weight=0 86.2151 internal_count=3083 3062 is_linear=0 shrinkage=0.0204111 Tree=8583 num_leaves=4 num_cat=0 split_feature=15 50 15 split_gain=1.82687 3.05841 2.48899 threshold=-0.24269999999999997 0.11843500000000001 -0.11664999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016702609654081518 -0.011902642785059007 -0.019964584495663133 0.00025511868834497318 leaf_weight=5.2730510623077853 7.6691664052377737 1.0511275120079515 71.238128527659228 leaf_count=237 244 21 2599 internal_value=0 0.0103669 -0.000941711 internal_weight=0 6.32418 78.9073 internal_count=3101 258 2843 is_linear=0 shrinkage=0.0204111 Tree=8584 num_leaves=4 num_cat=0 split_feature=131 44 15 split_gain=2.05846 1.87216 1.0317 threshold=0.08956500000000002 1.0000000180025095e-35 -0.11399999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022226067347320805 0.0081368105193024998 -0.015023589094565878 -0.014191557485796142 leaf_weight=80.968576591566944 0.95738938874274016 2.5991371965501449 5.0813696687037 leaf_count=2617 69 59 330 internal_value=0 0.00166683 -0.0105679 internal_weight=0 83.5677 6.03876 internal_count=3075 2676 399 is_linear=0 shrinkage=0.0204111 Tree=8585 num_leaves=4 num_cat=0 split_feature=13 0 49 split_gain=1.89299 3.12589 1.53942 threshold=0.085535000000000014 -0.10783 -0.077259999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.2001601955519351e-05 0.00036612507349782796 -0.00011504413817311145 5.4800504902385801e-05 leaf_weight=35.46195947707929 3.1964082020567721 36.108624724548918 11.248597583611625 leaf_count=524 34 2236 323 internal_value=0 -3.2324e-05 0.000125977 internal_weight=0 71.5706 14.445 internal_count=3117 2760 357 is_linear=0 shrinkage=0.000400217 Tree=8586 num_leaves=4 num_cat=0 split_feature=1 3 1186 split_gain=1.98467 3.4814 1.82095 threshold=1.0000000180025095e-35 0.10812000000000001 0.083980000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0082936484531578539 0.0011696217823584979 0.009278518079282403 0.019470803083690088 leaf_weight=22.518917650045299 56.636433817530815 5.8279504028614602 2.2485222400864577 leaf_count=1563 1492 26 30 internal_value=0 -0.00465862 0.00190408 internal_weight=0 28.3469 58.885 internal_count=3111 1589 1522 is_linear=0 shrinkage=0.0204111 Tree=8587 num_leaves=3 num_cat=0 split_feature=123 1 split_gain=1.57996 1.80601 threshold=0.13456000000000004 0.10423500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00098721279862987957 -0.022267162825612054 0.0051272824348075983 leaf_weight=60.739048385628394 1.1166095869266417 29.96450679100235 leaf_count=2407 22 657 internal_value=0 0.00103658 internal_weight=0 90.7036 internal_count=3086 3064 is_linear=0 shrinkage=0.0204111 Tree=8588 num_leaves=3 num_cat=0 split_feature=1374 158 split_gain=2.17455 1.71914 threshold=-0.094679999999999986 0.11034000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016878368368526724 0.0014403556516528017 -0.020671737474699053 leaf_weight=2.7931535076349965 86.828355623086281 1.3782227102515197 leaf_count=52 2938 132 internal_value=0 0.00106909 internal_weight=0 88.2066 internal_count=3122 3070 is_linear=0 shrinkage=0.0204111 Tree=8589 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=2.12243 2.37678 2.02712 threshold=0.11584000000000001 0.27898500000000004 -0.063769999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.3153774033129323e-05 0.00024682861689010946 0.00031885979223911676 -4.6223635119554768e-05 leaf_weight=66.787298239907159 9.0172280928818491 2.7580903135240069 6.4012862227973519 leaf_count=2626 255 17 190 internal_value=0 -3.79113e-05 0.000125706 internal_weight=0 69.5454 15.4185 internal_count=3088 2643 445 is_linear=0 shrinkage=0.000400217 Tree=8590 num_leaves=3 num_cat=0 split_feature=1375 483 split_gain=2.14397 1.64909 threshold=-0.43271999999999994 0.10297500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050723332957676079 1.1451088488087193e-05 -0.00037278654365956897 leaf_weight=1.2269498849727813 83.04128325174247 1.7164925080519413 leaf_count=13 2920 131 internal_value=0 3.18806e-06 internal_weight=0 84.7578 internal_count=3064 3051 is_linear=0 shrinkage=0.000400217 Tree=8591 num_leaves=4 num_cat=0 split_feature=484 1444 150 split_gain=1.8871 1.76446 1.23567 threshold=-0.0048899999999999994 -0.083574999999999997 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003466223943035045 0.00042506013918103714 -6.2536837016766345e-06 0.00017885614556063933 leaf_weight=3.9180792120187098 1.4366325070150185 79.932689249676514 0.79847668576985587 leaf_count=450 14 2550 17 internal_value=0 1.9351e-06 -0.000255578 internal_weight=0 81.3693 4.71656 internal_count=3031 2564 467 is_linear=0 shrinkage=0.000400217 Tree=8592 num_leaves=3 num_cat=0 split_feature=1373 453 split_gain=1.8627 1.48768 threshold=0.09586500000000002 0.10963500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001034109118851798 -0.024265395617049455 -0.02105344389392556 leaf_weight=86.617892553072579 1.1498568736715231 1.1774542063940305 leaf_count=3069 29 16 internal_value=0 0.000711447 internal_weight=0 87.7953 internal_count=3114 3085 is_linear=0 shrinkage=0.0204111 Tree=8593 num_leaves=4 num_cat=0 split_feature=1429 401 160 split_gain=1.94791 1.79426 0.143932 threshold=-1.0000000180025095e-35 0.087020000000000014 -0.087874999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013035860912890383 5.0455970442126151e-05 -0.0003418647663343361 -0.00050147661794771291 leaf_weight=0.31232668985694545 88.738629535947894 1.7966847154384584 0.99626070404701639 leaf_count=36 2692 240 115 internal_value=0 4.22577e-05 -0.000430157 internal_weight=0 90.5353 1.30859 internal_count=3083 2932 151 is_linear=0 shrinkage=0.000400217 Tree=8594 num_leaves=3 num_cat=0 split_feature=4 483 split_gain=1.34211 1.5382 threshold=0.51362000000000008 0.080590000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.2793996471268061e-06 0.0003997766950640325 -0.00024491859848060492 leaf_weight=87.402872000778871 1.2057375447693619 4.0440295848125052 leaf_count=2661 111 302 internal_value=0 -7.02685e-06 internal_weight=0 91.4469 internal_count=3074 2963 is_linear=0 shrinkage=0.000400217 Tree=8595 num_leaves=4 num_cat=0 split_feature=123 133 2 split_gain=1.73531 2.70947 1.76189 threshold=0.086020000000000013 0.098810000000000023 0.09716000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003976715919247411 -0.0082587548468801217 -0.019250901585810234 0.019372533916242857 leaf_weight=78.724977038516954 1.268359267276536 3.1975334697121971 3.2771086649445351 leaf_count=2431 61 463 115 internal_value=0 -0.00115881 0.0116492 internal_weight=0 81.9225 4.54547 internal_count=3070 2894 176 is_linear=0 shrinkage=0.0204111 Tree=8596 num_leaves=4 num_cat=0 split_feature=2 15 123 split_gain=2.34665 3.3432 1.79403 threshold=0.092120000000000021 -0.10192499999999999 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032374978460286377 4.0251303364978047e-05 -1.5756226515344614e-05 0.00030528792206193576 leaf_weight=6.5644065133856193 41.195523846069591 36.632420498525789 4.4372335190055301 leaf_count=265 1061 1606 143 internal_value=0 -6.32765e-05 6.67071e-05 internal_weight=0 43.1968 45.6328 internal_count=3075 1871 1204 is_linear=0 shrinkage=0.000400217 Tree=8597 num_leaves=4 num_cat=0 split_feature=43 160 150 split_gain=1.48645 2.26749 2.24913 threshold=-0.07440999999999999 -1.0000000180025095e-35 0.082085000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0044172285878745629 -0.0027210631740565232 0.0082269831017149804 0.0066725296800388056 leaf_weight=7.7953919038782287 43.59975106439606 23.549524489681062 13.914927463229104 leaf_count=494 1679 731 197 internal_value=0 0.00507787 -0.000439857 internal_weight=0 31.3449 57.5147 internal_count=3101 1225 1876 is_linear=0 shrinkage=0.0204111 Tree=8598 num_leaves=3 num_cat=0 split_feature=13 401 split_gain=1.57971 1.68865 threshold=-0.5318799999999998 0.087020000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014580818727874754 0.0020051926366600314 -0.016400976802744962 leaf_weight=2.4829272727365597 88.128005588943552 2.0155004088446722 leaf_count=40 2880 251 internal_value=0 0.00157382 internal_weight=0 90.1435 internal_count=3171 3131 is_linear=0 shrinkage=0.0204111 Tree=8599 num_leaves=3 num_cat=0 split_feature=146 4 split_gain=1.84716 1.55399 threshold=0.10020500000000002 0.27150500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.104339721633614e-06 -0.00046138592065392292 0.00015629470618656186 leaf_weight=76.220592788545673 1.1658774020615954 12.025167385734674 leaf_count=2698 12 355 internal_value=0 2.32871e-05 internal_weight=0 88.2458 internal_count=3065 3053 is_linear=0 shrinkage=0.000400217 Tree=8600 num_leaves=3 num_cat=0 split_feature=147 42 split_gain=1.47925 1.46418 threshold=-1.0000000180025095e-35 0.11377500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020457060613443389 0.0015536413157414908 -0.014576240294238764 leaf_weight=1.2328547735451127 85.643558877723081 2.2990800461229801 leaf_count=28 2849 231 internal_value=0 0.00111396 internal_weight=0 87.9426 internal_count=3108 3080 is_linear=0 shrinkage=0.0204111 Tree=8601 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=1.81071 1.44029 threshold=-1.0000000180025095e-35 -0.097724999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020453705591297715 0.0030030655744265632 -0.0028288817938685339 leaf_weight=1.5286294058241754 24.433888172778097 62.674477739930126 leaf_count=97 460 2541 internal_value=0 -0.00119127 internal_weight=0 87.1084 internal_count=3098 3001 is_linear=0 shrinkage=0.0204111 Tree=8602 num_leaves=4 num_cat=0 split_feature=158 15 156 split_gain=1.71506 2.18678 1.96475 threshold=0.085745000000000002 -0.25766499999999998 0.091280000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019971455283567334 0.018387668418130512 -0.017026724114583447 -0.011658986831043645 leaf_weight=79.898836457630068 0.7816739535628584 4.0957393810967906 4.5330219849201958 leaf_count=2503 61 260 261 internal_value=0 -0.0110658 0.0012495 internal_weight=0 4.87741 84.4319 internal_count=3085 321 2764 is_linear=0 shrinkage=0.0204111 Tree=8603 num_leaves=4 num_cat=0 split_feature=0 1 48 split_gain=2.67646 3.54899 2.11029 threshold=-0.060454999999999995 1.0000000180025095e-35 0.093225000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021456267141891361 5.8164804767177439e-05 8.1202890814611701e-06 0.00038139494329272005 leaf_weight=15.193806841759622 22.926599220561915 45.637520219543148 3.6675170807866371 leaf_count=1442 501 1096 72 internal_value=0 -4.77911e-05 0.000104153 internal_weight=0 60.8313 26.5941 internal_count=3111 2538 573 is_linear=0 shrinkage=0.000400217 Tree=8604 num_leaves=4 num_cat=0 split_feature=43 474 11 split_gain=1.74609 2.71884 2.71552 threshold=-0.063379999999999978 0.085165000000000018 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0053084580317204122 -0.0037533922454368986 0.011661999701875739 -0.017607004078985872 leaf_weight=31.297785192001811 47.321861707234348 5.1899368316298924 2.2045331016415721 leaf_count=1361 1545 120 57 internal_value=0 -0.00220826 0.00374694 internal_weight=0 52.5118 33.5023 internal_count=3083 1665 1418 is_linear=0 shrinkage=0.0204111 Tree=8605 num_leaves=4 num_cat=0 split_feature=13 43 40 split_gain=2.93889 2.74201 1.36123 threshold=0.17936000000000002 -0.19537999999999997 -0.07334499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015951519238707388 0.0021351546109901537 -0.00029490687124917252 -0.020858263863607077 leaf_weight=4.4738739919557693 1.4319819730444576 76.911768780430521 3.9430056745641187 leaf_count=58 45 2866 120 internal_value=0 0.000618869 -0.0148139 internal_weight=0 81.3856 5.37499 internal_count=3089 2924 165 is_linear=0 shrinkage=0.0204111 Tree=8606 num_leaves=3 num_cat=0 split_feature=1132 155 split_gain=1.7986 1.6458 threshold=-1.0000000180025095e-35 0.098655000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023043897285867913 0.0014864472137430691 -0.020500456843289227 leaf_weight=1.1899653417931393 85.985489181400908 1.3304354272167973 leaf_count=24 2899 159 internal_value=0 0.00112561 internal_weight=0 87.3159 internal_count=3082 3058 is_linear=0 shrinkage=0.0204111 Tree=8607 num_leaves=4 num_cat=0 split_feature=13 0 0 split_gain=1.94374 3.04302 2.13596 threshold=0.087545000000000012 -0.07409499999999998 -0.11045499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020829401937617065 -0.0084351656381816565 0.012512648052318529 -0.0048194404231298015 leaf_weight=35.691250384383238 3.9166665921270569 10.245197800191816 38.960810758762818 leaf_count=491 147 193 2254 internal_value=0 0.00669851 -0.00152123 internal_weight=0 14.1619 74.6521 internal_count=3085 340 2745 is_linear=0 shrinkage=0.0204111 Tree=8608 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.69357 2.8294 threshold=-0.15747999999999998 -0.079274999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015942358416791279 -0.021734457066947353 2.6942952631326295e-05 leaf_weight=2.5359024866993414 2.4553763231215262 81.729546486699746 leaf_count=41 165 2897 internal_value=0 -0.000635786 internal_weight=0 84.1849 internal_count=3103 3062 is_linear=0 shrinkage=0.0204111 Tree=8609 num_leaves=4 num_cat=0 split_feature=43 12 42 split_gain=1.92747 2.24341 1.74392 threshold=-0.27157999999999993 0.079600000000000018 -0.11277999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0097516088233796632 0.0015635693386016618 -0.005359919286592324 0.013817311866856139 leaf_weight=1.5624061019680082 43.01060382608739 35.497528011305349 6.2164163311244911 leaf_count=53 816 2172 106 internal_value=0 -0.00157007 0.0090122 internal_weight=0 78.5081 7.77882 internal_count=3147 2988 159 is_linear=0 shrinkage=0.0204111 Tree=8610 num_leaves=3 num_cat=0 split_feature=1429 160 split_gain=1.98813 1.5536 threshold=-1.0000000180025095e-35 0.091525000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024879162971743588 0.0022694266708135555 -0.007204434118042986 leaf_weight=1.1039933123461185 78.737063757490887 7.8282796911407777 leaf_count=145 2656 285 internal_value=0 0.00140449 internal_weight=0 86.5653 internal_count=3086 2941 is_linear=0 shrinkage=0.0204111 Tree=8611 num_leaves=4 num_cat=0 split_feature=3 49 11 split_gain=1.60915 3.84215 2.68891 threshold=-0.097724999999999992 -0.085014999999999993 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.008129290067924351 -0.015648991805079466 -0.00023765889110123915 -0.0088678942633739401 leaf_weight=17.165562300544483 7.5154272352046965 57.925451849340561 4.8996006825782379 leaf_count=279 162 2480 167 internal_value=0 -0.00203125 0.00432932 internal_weight=0 65.4409 22.0652 internal_count=3088 2642 446 is_linear=0 shrinkage=0.0204111 Tree=8612 num_leaves=4 num_cat=0 split_feature=43 0 484 split_gain=1.98905 3.19106 2.44492 threshold=-0.063379999999999978 -0.07087499999999998 0.08618000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012835736615934717 -0.0032601549370095012 0.011118545250281525 0.010084116436250044 leaf_weight=18.826911407356192 51.323654820892443 15.834837275389871 6.3264192883734713 leaf_count=1046 1603 351 139 internal_value=0 0.00439975 -0.00177907 internal_weight=0 34.6617 57.6501 internal_count=3139 1397 1742 is_linear=0 shrinkage=0.0204111 Tree=8613 num_leaves=4 num_cat=0 split_feature=52 48 51 split_gain=1.38549 2.34813 1.47571 threshold=-0.27269499999999997 0.097140000000000018 -0.09021499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020105918300426587 0.0079576773913942241 0.01154045779003879 -0.00073182482525500643 leaf_weight=3.295051204833725 9.0536775277669204 1.2843661920469456 72.816086478619582 leaf_count=303 255 38 2532 internal_value=0 -0.0111666 0.000238671 internal_weight=0 4.57942 81.8698 internal_count=3128 341 2787 is_linear=0 shrinkage=0.0204111 Tree=8614 num_leaves=4 num_cat=0 split_feature=47 3 48 split_gain=1.87045 2.86348 2.38985 threshold=0.086425000000000016 -0.10643499999999999 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.1882346409991243e-05 0.00026193577933520171 -0.00017121665010075553 -0.00033441562101546146 leaf_weight=68.144352837112137 2.8354159034934154 14.419382140229571 2.4173955686019317 leaf_count=2678 36 350 44 internal_value=0 -9.88085e-05 4.77972e-05 internal_weight=0 17.2548 70.5617 internal_count=3108 386 2722 is_linear=0 shrinkage=0.000400217 Tree=8615 num_leaves=4 num_cat=0 split_feature=1456 402 3 split_gain=2.09919 1.54197 0.366053 threshold=-1.0000000180025095e-35 0.088090000000000016 -0.15288999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.5335357363832057e-05 2.1185727009017811e-05 -0.00029494729638012101 -0.00041083225501877392 leaf_weight=0.21287224617844946 84.566542543309879 2.4338062029646599 2.1375199412959764 leaf_count=7 2507 319 288 internal_value=0 1.19743e-05 -0.000362739 internal_weight=0 87.0003 2.35039 internal_count=3121 2826 295 is_linear=0 shrinkage=0.000400217 Tree=8616 num_leaves=4 num_cat=0 split_feature=2 159 150 split_gain=2.18915 2.51715 2.15199 threshold=0.099100000000000008 0.091005000000000016 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8552214346206916e-05 3.6779544346086471e-05 -0.00033015009679300609 0.00029403841647884668 leaf_weight=49.616022556851021 28.67934627827708 4.4216459830277008 6.2641257292707442 leaf_count=1962 748 224 155 internal_value=0 -4.46787e-05 8.36888e-05 internal_weight=0 54.0377 34.9435 internal_count=3089 2186 903 is_linear=0 shrinkage=0.000400217 Tree=8617 num_leaves=4 num_cat=0 split_feature=52 51 131 split_gain=2.10926 3.20964 2.38759 threshold=-0.24600999999999998 -0.42705999999999994 0.092255000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.023995366729865651 0.0025550771888350281 -0.018751379015418485 -0.013923875945822131 leaf_weight=0.78041776558529807 79.815001210631408 4.2213765750675512 3.7283978811647094 leaf_count=34 2426 325 300 internal_value=0 -0.0117024 0.001802 internal_weight=0 5.00179 83.5434 internal_count=3085 359 2726 is_linear=0 shrinkage=0.0204111 Tree=8618 num_leaves=3 num_cat=0 split_feature=1365 47 split_gain=1.57389 1.63196 threshold=0.085225000000000009 0.10783500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.2386377351400128e-05 -0.018965272379032821 0.008438960486663493 leaf_weight=80.032905883241256 1.5646876857936138 10.691937841487741 leaf_count=2875 49 194 internal_value=0 0.000992781 internal_weight=0 90.7248 internal_count=3118 3069 is_linear=0 shrinkage=0.0204111 Tree=8619 num_leaves=4 num_cat=0 split_feature=130 123 15 split_gain=1.25346 1.28572 0.474478 threshold=-0.083084999999999992 0.13456000000000004 -0.096839999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053426200836486639 4.5662823011731063e-06 -0.00040623904192042148 -0.00014205928664081009 leaf_weight=0.77635080245090682 85.805687006580229 1.1259133752319019 1.3848589506815177 leaf_count=20 2997 21 92 internal_value=0 -1.27007e-06 -0.000302323 internal_weight=0 86.9316 2.16121 internal_count=3130 3018 112 is_linear=0 shrinkage=0.000400217 Tree=8620 num_leaves=4 num_cat=0 split_feature=38 42 3 split_gain=1.3926 1.68077 0.291793 threshold=1.0000000180025095e-35 0.086730000000000015 -0.011259999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032380030956209388 -0.0037536997080711556 -0.0037099179033839051 -0.014380102875135137 leaf_weight=65.763720512543159 2.0219067872967571 18.500548120609892 2.4769732134427604 leaf_count=1900 30 1082 47 internal_value=0 0.00170966 -0.00981146 internal_weight=0 84.2643 4.49888 internal_count=3059 2982 77 is_linear=0 shrinkage=0.0204111 Tree=8621 num_leaves=4 num_cat=0 split_feature=12 148 12 split_gain=1.52444 2.14995 1.19888 threshold=0.11596500000000001 -0.084284999999999985 0.12745500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019891643613182127 -0.027807327920089744 0.00074555330203616239 -0.0039505808948839712 leaf_weight=2.0473921260672787 1.3157096505738075 80.628552411980536 2.3957792219257499 leaf_count=71 59 2856 98 internal_value=0 0.000208281 -0.0129744 internal_weight=0 82.6759 3.71149 internal_count=3084 2927 157 is_linear=0 shrinkage=0.0204111 Tree=8622 num_leaves=4 num_cat=0 split_feature=3 15 52 split_gain=1.77125 2.58863 2.54777 threshold=-0.0034299999999999995 -0.031974999999999996 -0.093414999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0075233830606542757 -0.017952703233989262 -0.0014658938409773089 -0.0011111279721503437 leaf_weight=24.992053115874342 4.1428408582869443 28.430392072615632 31.217730402822781 leaf_count=1006 125 1545 448 internal_value=0 0.0027464 -0.00313472 internal_weight=0 53.4224 35.3606 internal_count=3124 2551 573 is_linear=0 shrinkage=0.0204111 Tree=8623 num_leaves=3 num_cat=0 split_feature=3 160 split_gain=2.24119 1.7 threshold=-0.52337999999999985 0.13447000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043411361350019593 1.549545919171456e-05 -0.00037023155382918596 leaf_weight=1.9040290642296884 85.895322210153381 1.7579910546810413 leaf_count=21 2916 151 internal_value=0 7.29679e-06 internal_weight=0 87.6533 internal_count=3088 3067 is_linear=0 shrinkage=0.000400217 Tree=8624 num_leaves=3 num_cat=0 split_feature=0 43 split_gain=2.38629 1.86649 threshold=0.27898500000000004 -0.077644999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0029939483863055086 0.018702833814538071 -0.003405224855116355 leaf_weight=29.086047646736915 2.4836950208991757 54.230190539017258 leaf_count=1125 14 1961 internal_value=0 -0.00117023 internal_weight=0 83.3162 internal_count=3100 3086 is_linear=0 shrinkage=0.0204111 Tree=8625 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=1.72456 1.92466 threshold=-0.24552499999999997 -0.063379999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022642673633394901 0.0041054849756892026 -0.0022570563175345446 leaf_weight=1.2919713037554164 31.892452415608886 51.86165453131207 leaf_count=20 1354 1676 internal_value=0 0.000167961 internal_weight=0 83.7541 internal_count=3050 3030 is_linear=0 shrinkage=0.0204111 Tree=8626 num_leaves=4 num_cat=0 split_feature=130 10 3 split_gain=1.48217 1.70513 0.997329 threshold=0.085970000000000005 0.08302000000000001 0.0055300000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.4469650586447633e-06 -0.00038902669933231206 0.00036381474352853069 0.00029312365924025256 leaf_weight=82.335334503658032 2.1434522981055575 2.096459175241761 0.32049151347018767 leaf_count=2678 309 74 6 internal_value=0 1.67658e-05 -0.000291413 internal_weight=0 84.4318 2.46394 internal_count=3067 2752 315 is_linear=0 shrinkage=0.000400217 Tree=8627 num_leaves=4 num_cat=0 split_feature=15 47 1375 split_gain=1.7582 2.5359 2.4917 threshold=-0.095554999999999987 0.08593000000000002 -0.24467499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1367050461307354e-05 0.00042953136527604561 -0.00025184151320890912 3.1806122267185695e-05 leaf_weight=14.598951297115493 2.5126838827509337 8.5486727985698945 66.109525862422288 leaf_count=443 24 195 2420 internal_value=0 -8.02585e-05 4.70453e-05 internal_weight=0 23.1476 68.6222 internal_count=3082 638 2444 is_linear=0 shrinkage=0.000400217 Tree=8628 num_leaves=4 num_cat=0 split_feature=403 31 2 split_gain=1.49787 1.42018 0.88818 threshold=0.08888500000000002 -1.0000000180025095e-35 0.123795 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041288519457955672 -0.00041102520551607907 1.5658603471956453e-05 0.0001943496045148535 leaf_weight=1.354451281542423 1.8761950430925929 86.482849660441389 0.41115211149735831 leaf_count=86 241 2731 21 internal_value=0 2.23017e-05 -0.000298217 internal_weight=0 87.8373 2.28735 internal_count=3079 2817 262 is_linear=0 shrinkage=0.000400217 Tree=8629 num_leaves=3 num_cat=0 split_feature=1375 3 split_gain=2.26194 1.84709 threshold=-0.43271999999999994 -0.10643499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025848005764717914 0.0055976340791886875 -0.001411772707146351 leaf_weight=1.2889726015600889 20.614693627263478 63.993491995530349 leaf_count=17 389 2703 internal_value=0 0.000301203 internal_weight=0 84.6082 internal_count=3109 3092 is_linear=0 shrinkage=0.0204111 Tree=8630 num_leaves=3 num_cat=0 split_feature=9 43 split_gain=1.73737 1.51346 threshold=-0.016839999999999997 0.25035000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003997107997597523 -4.6252515696372733e-06 -0.00039450972342556525 leaf_weight=1.5611044441538968 82.659404739933052 1.5142200482273427 leaf_count=96 2768 185 internal_value=0 -1.21537e-05 internal_weight=0 84.1736 internal_count=3049 2953 is_linear=0 shrinkage=0.000400217 Tree=8631 num_leaves=3 num_cat=0 split_feature=49 130 split_gain=1.68863 1.577 threshold=-0.21083999999999997 -0.10152499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00020639290491536317 -0.00042661700075990333 -1.5713751555611625e-05 leaf_weight=5.3534975122274764 1.4121967983664934 82.031760792730893 leaf_count=67 78 2912 internal_value=0 -2.32302e-05 internal_weight=0 83.444 internal_count=3057 2990 is_linear=0 shrinkage=0.000400217 Tree=8632 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=2.90708 2.89289 2.64063 threshold=0.077800000000000022 0.08801500000000001 -0.11550499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.9009744017132333e-05 7.2376182496619907e-05 -0.00013122363497564024 -0.000219654186016827 leaf_weight=9.4023110432972334 44.426047474098596 14.813914097700033 18.9958752864693 leaf_count=93 1179 297 1517 internal_value=0 2.13112e-05 -0.000134197 internal_weight=0 59.24 28.3982 internal_count=3086 1476 1610 is_linear=0 shrinkage=0.000400217 Tree=8633 num_leaves=3 num_cat=0 split_feature=1375 43 split_gain=1.85728 1.78726 threshold=-0.53021499999999988 0.095525000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046756376620305223 -3.649483725803804e-05 0.00016854173862853591 leaf_weight=1.1640020510822058 78.939116071948547 7.3405844457365665 leaf_count=6 2795 302 internal_value=0 -1.88547e-05 internal_weight=0 86.2797 internal_count=3103 3097 is_linear=0 shrinkage=0.000400217 Tree=8634 num_leaves=3 num_cat=0 split_feature=155 1 split_gain=1.70045 1.62677 threshold=0.090655000000000013 0.11584000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00051384667118029351 -0.020340384174970385 0.0069224233165404428 leaf_weight=70.575069768963658 1.5068471955200937 14.716481634794034 leaf_count=2511 176 394 internal_value=0 0.000776625 internal_weight=0 85.2916 internal_count=3081 2905 is_linear=0 shrinkage=0.0204111 Tree=8635 num_leaves=4 num_cat=0 split_feature=1 0 40 split_gain=2.81814 3.92987 2.19784 threshold=1.0000000180025095e-35 -0.083574999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017203952922043884 -1.7454655205050987e-05 -0.00084331449468803615 0.014558336666512354 leaf_weight=9.6039452950881259 55.653850386221166 16.544424688990603 4.5596521631450733 leaf_count=803 1475 749 72 internal_value=0 -0.00690009 0.00111127 internal_weight=0 26.1484 60.2135 internal_count=3099 1552 1547 is_linear=0 shrinkage=0.0204111 Tree=8636 num_leaves=4 num_cat=0 split_feature=147 48 1374 split_gain=1.8844 2.27257 1.9358 threshold=0.088505000000000014 -0.098424999999999985 -0.094679999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017995809263397871 -0.011960327229429963 0.017193474687231716 -0.00085387023466203303 leaf_weight=2.7365963256743262 1.3744847619382197 4.5619504442147436 75.688578606660485 leaf_count=52 24 116 2887 internal_value=0 0.0103469 -0.00147683 internal_weight=0 5.93644 78.4252 internal_count=3079 140 2939 is_linear=0 shrinkage=0.0204111 Tree=8637 num_leaves=4 num_cat=0 split_feature=43 43 13 split_gain=2.02476 2.51328 2.19782 threshold=-0.27860999999999997 -0.27157999999999993 0.16421000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0086326941650374245 0.026905293019452988 0.0011778649002963471 -0.021478419972298188 leaf_weight=1.3949374215444539 1.5018432788783673 81.148717736050685 3.12082092599303 leaf_count=30 6 2967 119 internal_value=0 0.00168113 -0.0121931 internal_weight=0 82.6506 4.51576 internal_count=3122 2973 149 is_linear=0 shrinkage=0.0204111 Tree=8638 num_leaves=3 num_cat=0 split_feature=484 1212 split_gain=1.39847 1.42708 threshold=0.11749000000000001 0.087800000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013692266064109237 -0.02099108203102026 -0.015463452452958864 leaf_weight=87.092642510459427 1.1132724906988176 2.0384885343410124 leaf_count=2717 116 248 internal_value=0 0.000965334 internal_weight=0 89.1311 internal_count=3081 2965 is_linear=0 shrinkage=0.0204111 Tree=8639 num_leaves=4 num_cat=0 split_feature=50 123 128 split_gain=1.55065 2.52292 2.05846 threshold=0.086500000000000007 0.083430000000000018 0.085185000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021396494918617445 -0.01332984554332022 0.019944681569738526 -0.020603930203137919 leaf_weight=80.430128942809461 5.9972653483405329 1.0215156763078992 1.5813999469155522 leaf_count=2380 555 21 125 internal_value=0 -0.00824993 0.0016736 internal_weight=0 7.01878 82.0115 internal_count=3081 576 2505 is_linear=0 shrinkage=0.0204111 Tree=8640 num_leaves=3 num_cat=0 split_feature=156 403 split_gain=1.51061 1.54445 threshold=-1.0000000180025095e-35 -0.088654999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038834296723007849 -0.00026303530791357816 3.9343341934523223e-05 leaf_weight=1.2930455473979225 2.6819242702904367 86.608745896675373 leaf_count=156 400 2520 internal_value=0 2.99431e-05 internal_weight=0 89.2907 internal_count=3076 2920 is_linear=0 shrinkage=0.000400217 Tree=8641 num_leaves=4 num_cat=0 split_feature=2 160 50 split_gain=1.70368 2.11618 2.05672 threshold=0.10274500000000002 0.084270000000000012 0.086500000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031657815601032394 0.0021727430993741092 0.016111345284025226 -0.01817619623528104 leaf_weight=52.814768970884415 23.729359981220572 5.5132059121096963 2.7186054288140431 leaf_count=1816 693 117 474 internal_value=0 0.00485207 -0.0012257 internal_weight=0 29.2426 55.5334 internal_count=3100 810 2290 is_linear=0 shrinkage=0.0204111 Tree=8642 num_leaves=4 num_cat=0 split_feature=1446 402 159 split_gain=1.50453 1.50309 0.0954441 threshold=0.083705000000000016 0.088090000000000016 -0.089154999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3195310971236565e-05 -0.00010475681701284091 -0.00028815177018433748 -0.00041203730133002172 leaf_weight=86.154595158999655 0.28819531136196008 2.4455353653393095 1.2925791379525424 leaf_count=2588 53 283 192 internal_value=0 1.42487e-05 -0.000366651 internal_weight=0 88.6001 1.58077 internal_count=3116 2871 245 is_linear=0 shrinkage=0.000400217 Tree=8643 num_leaves=4 num_cat=0 split_feature=0 15 474 split_gain=2.68727 2.82937 2.57202 threshold=-0.10643499999999999 0.050935000000000008 0.084835000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.1397542419015266e-05 -2.9301610244197266e-05 -0.00028681298027761603 0.00035910163280345635 leaf_weight=33.494997392366713 39.974050796484562 8.1400786305571255 4.2248941145662675 leaf_count=514 1486 1023 46 internal_value=0 -7.34328e-05 6.90569e-05 internal_weight=0 48.1141 37.7199 internal_count=3069 2509 560 is_linear=0 shrinkage=0.000400217 Tree=8644 num_leaves=4 num_cat=0 split_feature=1447 2 123 split_gain=2.18182 1.71224 1.22762 threshold=-1.0000000180025095e-35 -0.117405 0.083935000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022462605622057673 0.013926782495826065 -8.4146942907307589e-05 0.01391735579534208 leaf_weight=2.4649468453626464 3.6959343362977952 79.461975625652713 0.37675434723496426 leaf_count=273 89 2747 11 internal_value=0 0.000556455 -0.0172946 internal_weight=0 83.1579 2.8417 internal_count=3120 2836 284 is_linear=0 shrinkage=0.0204111 Tree=8645 num_leaves=4 num_cat=0 split_feature=13 0 43 split_gain=2.22538 3.89225 2.06507 threshold=-0.10462499999999998 -0.11756999999999999 -0.083844999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0664134760435259e-05 7.7098343585507389e-05 0.00030404783421878693 -6.9631313129427116e-05 leaf_weight=7.322393161943185 22.643423424645107 9.6849601620851882 47.207476771411166 leaf_count=155 753 158 2083 internal_value=0 0.000138969 -2.2019e-05 internal_weight=0 17.0074 69.8509 internal_count=3149 313 2836 is_linear=0 shrinkage=0.000400217 Tree=8646 num_leaves=3 num_cat=0 split_feature=1375 1373 split_gain=2.23907 1.62062 threshold=-0.43271999999999994 0.09586500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025524594010689936 0.00096772354036164538 -0.022622004100197213 leaf_weight=1.2721662363601343 86.795791829517611 1.1185923022021587 leaf_count=15 3046 31 internal_value=0 0.000639183 internal_weight=0 87.9144 internal_count=3092 3077 is_linear=0 shrinkage=0.0204111 Tree=8647 num_leaves=4 num_cat=0 split_feature=2 483 16 split_gain=1.46477 1.39375 0.45294 threshold=0.14808000000000002 -0.086419999999999983 0.10274500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039667748336251116 0.00033989923055470982 -7.5662650330409934e-06 3.1936873357257771e-05 leaf_weight=1.3885713208092045 2.3937451596102615 85.192618349070926 1.1371360343327976 leaf_count=148 95 2837 31 internal_value=0 -1.4311e-05 0.000244749 internal_weight=0 86.5812 3.53088 internal_count=3111 2985 126 is_linear=0 shrinkage=0.000400217 Tree=8648 num_leaves=4 num_cat=0 split_feature=474 1132 15 split_gain=1.45438 1.45236 0.0646166 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.12640499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00064758806474409219 -0.00038801339943649905 1.84012711414117e-05 -0.00030004504400874519 leaf_weight=0.27482593269087374 1.3191134983790096 89.151750202127005 0.68709273273998306 leaf_count=12 27 3007 111 internal_value=0 1.20032e-05 -0.000456507 internal_weight=0 90.4709 0.961919 internal_count=3157 3034 123 is_linear=0 shrinkage=0.000400217 Tree=8649 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=1.46404 1.66964 threshold=-0.40548499999999993 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039031346186460167 6.0101813716420695e-06 0.0002522006727583293 leaf_weight=1.3090278699819453 82.109730955871555 4.5513846463509244 leaf_count=113 2778 154 internal_value=0 1.92487e-05 internal_weight=0 86.6611 internal_count=3045 2932 is_linear=0 shrinkage=0.000400217 Tree=8650 num_leaves=4 num_cat=0 split_feature=13 13 52 split_gain=1.54855 5.23139 2.9644 threshold=-0.083499999999999977 -0.084169999999999981 0.11110500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013033720306148075 -0.0035999861230065324 0.03164585215059279 0.0093011205911276602 leaf_weight=24.947922115144596 49.684155891836781 2.5048460204307039 8.6101601185439431 leaf_count=906 1757 55 362 internal_value=0 0.00418918 -0.0016803 internal_weight=0 27.4528 58.2943 internal_count=3080 961 2119 is_linear=0 shrinkage=0.0204111 Tree=8651 num_leaves=4 num_cat=0 split_feature=3 43 39 split_gain=1.96457 2.89182 2.31534 threshold=0.17769000000000004 -0.063379999999999978 0.097470000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.3822347167035122e-05 0.00038212008626490967 -7.7521827168453543e-05 -0.00018571197641369705 leaf_weight=34.407581887019887 4.0747090428922084 48.719847901216326 1.507779201492667 leaf_count=1368 119 1563 20 internal_value=0 -1.48634e-05 0.000228118 internal_weight=0 83.1274 5.58249 internal_count=3070 2931 139 is_linear=0 shrinkage=0.000400217 Tree=8652 num_leaves=4 num_cat=0 split_feature=14 48 2 split_gain=2.05449 2.01987 0.407558 threshold=0.073890000000000011 0.11978500000000002 0.10052500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001294361412107771 -0.024245098281050204 -0.01094154314795244 -0.0055527820495903241 leaf_weight=80.619400996866034 1.5571255636550625 5.9294211464239188 0.80096244404558081 leaf_count=2854 100 114 15 internal_value=0 0.000443031 -0.0184355 internal_weight=0 86.5488 2.35809 internal_count=3083 2968 115 is_linear=0 shrinkage=0.0204111 Tree=8653 num_leaves=4 num_cat=0 split_feature=0 12 15 split_gain=2.33472 3.11458 2.82619 threshold=-0.0013399999999999998 0.085295000000000024 0.035560000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054934777689088273 0.00097786263588635672 -0.010019638314920355 0.023034701034024739 leaf_weight=45.795481625020329 12.585537180661047 21.047135390077983 2.8876799281078993 leaf_count=1043 271 1681 37 internal_value=0 -0.00354308 0.00523012 internal_weight=0 66.8426 15.4732 internal_count=3032 2724 308 is_linear=0 shrinkage=0.0204111 Tree=8654 num_leaves=4 num_cat=0 split_feature=151 151 457 split_gain=1.99768 3.7906 2.85368 threshold=-0.084809999999999983 -0.086769999999999986 0.084715000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7813050883607174e-05 1.7194841073664232e-05 -0.00074807405404001914 0.00026483950185597979 leaf_weight=9.6620848418369842 71.193941281059324 1.311469342716008 8.2153582000828447 leaf_count=274 2639 52 113 internal_value=0 -0.000138213 4.3152e-05 internal_weight=0 10.9736 79.4093 internal_count=3078 326 2752 is_linear=0 shrinkage=0.000400217 Tree=8655 num_leaves=4 num_cat=0 split_feature=42 156 33 split_gain=1.7787 3.3252 2.53064 threshold=-1.0000000180025095e-35 0.050840000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025788089895159376 -0.00045664411507284234 0.00024152411709960479 3.9552896972185312e-05 leaf_weight=8.7972496969396143 1.571135515347122 2.7117006037806268 76.012381346769871 leaf_count=764 40 73 2220 internal_value=0 -0.000139019 2.88609e-05 internal_weight=0 11.509 77.5835 internal_count=3097 837 2260 is_linear=0 shrinkage=0.000400217 Tree=8656 num_leaves=4 num_cat=0 split_feature=457 49 160 split_gain=2.2597 1.75228 1.67221 threshold=-0.0024349999999999997 -0.0064299999999999991 -0.40187499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018324211085499895 -0.020793179301393933 0.0076323440568132374 0.0018769582445282145 leaf_weight=4.1630376883658755 1.2670900607529336 1.3806948997225834 81.115938997264038 leaf_count=193 232 54 2648 internal_value=0 -0.0118365 0.00150053 internal_weight=0 5.54373 82.383 internal_count=3127 247 2880 is_linear=0 shrinkage=0.0204111 Tree=8657 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=1.74711 2.20303 1.92899 threshold=-0.048794999999999991 -0.031409999999999993 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.2809848243624982e-05 -0.00050565913479812404 -3.5763271958339728e-05 0.00034473429101591863 leaf_weight=28.743240458526088 1.5374959760956688 52.577416861024176 3.4628988592303349 leaf_count=833 36 2039 101 internal_value=0 -5.01303e-05 6.7427e-05 internal_weight=0 54.1149 32.2061 internal_count=3009 2075 934 is_linear=0 shrinkage=0.000400217 Tree=8658 num_leaves=4 num_cat=0 split_feature=12 49 12 split_gain=2.78306 2.25123 1.00825 threshold=0.11596500000000001 -0.088014999999999996 0.12745500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016339644811046153 -0.00061002620119911906 5.7395261864859219e-05 -0.00014399077981497733 leaf_weight=8.0838553542744176 1.2295912067665988 76.077151750762368 1.8830385851069875 leaf_count=170 66 2724 87 internal_value=0 3.59988e-05 -0.00034288 internal_weight=0 84.161 3.11263 internal_count=3047 2894 153 is_linear=0 shrinkage=0.000400217 Tree=8659 num_leaves=4 num_cat=0 split_feature=13 13 1 split_gain=2.10004 2.16972 1.81919 threshold=0.11001000000000001 0.15312500000000004 0.086005000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0060129669350770078 0.023862239945634977 0.0028889773347888829 0.00076017012197471148 leaf_weight=25.094990903768121 2.5743870820588191 8.9138989383473 47.881906944922775 leaf_count=1605 34 200 1234 internal_value=0 0.00777379 -0.00157459 internal_weight=0 11.4883 72.9769 internal_count=3073 234 2839 is_linear=0 shrinkage=0.0204111 Tree=8660 num_leaves=4 num_cat=0 split_feature=0 2 474 split_gain=1.65153 2.73599 2.3588 threshold=-0.10726999999999999 0.086635000000000004 0.084835000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011668182287109248 -0.010202695683235742 -2.4049147959580758e-05 0.016819369609383114 leaf_weight=31.387793749625416 17.52075658422973 29.25759697081935 3.8560525763896285 leaf_count=521 1101 1383 39 internal_value=0 -0.0038517 0.00199161 internal_weight=0 46.7784 35.2438 internal_count=3044 2484 560 is_linear=0 shrinkage=0.0204111 Tree=8661 num_leaves=4 num_cat=0 split_feature=483 1374 3 split_gain=1.75456 1.5875 0.0893692 threshold=0.10297500000000001 -0.094679999999999986 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015154400778112151 -0.0095836430926928128 0.0013632053465098019 -0.024464763091322839 leaf_weight=2.3853613110841243 0.44944880336288417 82.934954946342714 1.0091221123002456 leaf_count=50 107 2881 14 internal_value=0 0.000882155 -0.0208894 internal_weight=0 85.3203 1.45857 internal_count=3052 2931 121 is_linear=0 shrinkage=0.0204111 Tree=8662 num_leaves=4 num_cat=0 split_feature=158 1 130 split_gain=1.87538 2.15881 1.61477 threshold=0.084710000000000021 0.10100500000000003 -0.084569999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035340669656792352 -0.00043310074025177384 0.00011363439062378756 7.2927536987747508e-06 leaf_weight=1.9276102984440502 3.3367787744250554 1.6816571409144669 78.471493778234162 leaf_count=88 235 112 2696 internal_value=0 -0.00025141 -1.83466e-06 internal_weight=0 5.01844 80.3991 internal_count=3131 347 2784 is_linear=0 shrinkage=0.000400217 Tree=8663 num_leaves=4 num_cat=0 split_feature=402 159 4 split_gain=1.50881 1.44134 1.05945 threshold=0.086140000000000008 0.094385000000000011 0.31595000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.091259964275369e-05 -0.00037665410692070236 -0.00016425277843786442 0.00030070489863830445 leaf_weight=80.131365675462348 2.3631977727231965 6.4452978472982059 0.34872705480665889 leaf_count=2472 315 325 29 internal_value=0 1.61899e-05 -0.000281083 internal_weight=0 86.5767 2.71192 internal_count=3141 2797 344 is_linear=0 shrinkage=0.000400217 Tree=8664 num_leaves=3 num_cat=0 split_feature=46 48 split_gain=1.85946 1.78059 threshold=0.081930000000000017 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0017104997893986769 -0.018609414951057033 -0.012562472667919111 leaf_weight=84.654187012764851 1.9286607012327284 3.6936017291600356 leaf_count=2965 52 81 internal_value=0 0.00109864 internal_weight=0 88.3478 internal_count=3098 3046 is_linear=0 shrinkage=0.0204111 Tree=8665 num_leaves=4 num_cat=0 split_feature=133 39 133 split_gain=1.99615 4.78421 2.52779 threshold=0.08413000000000001 0.084950000000000012 0.065880000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.877032232750599e-06 -0.00034122615114310354 0.0002062335814011849 0.0004785287208510075 leaf_weight=74.186066669171396 8.2075341544295934 3.6026162412672411 1.6323715726248327 leaf_count=2075 842 156 46 internal_value=0 -0.000173858 2.30699e-06 internal_weight=0 11.8102 75.8184 internal_count=3119 998 2121 is_linear=0 shrinkage=0.000400217 Tree=8666 num_leaves=4 num_cat=0 split_feature=132 0 0 split_gain=2.09544 3.72013 2.20404 threshold=0.08018500000000002 0.21217000000000003 -0.07087499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015092087402394107 -0.0031447143477209131 -0.031927013525245969 0.01778017171489682 leaf_weight=75.126083502254914 3.7184166311417357 1.6018586039281206 4.6130583188423753 leaf_count=2774 210 13 103 internal_value=0 -0.00218984 0.00852334 internal_weight=0 76.7279 8.33147 internal_count=3100 2787 313 is_linear=0 shrinkage=0.0204111 Tree=8667 num_leaves=4 num_cat=0 split_feature=52 16 16 split_gain=1.75091 4.62955 2.02536 threshold=-0.048794999999999991 -0.1143 -0.095609999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032085411134620773 6.4159837563300176e-05 -0.0001673058793921284 0.00010183997800501645 leaf_weight=1.8347029412761937 28.968633290435719 26.314762346605903 27.658871345111038 leaf_count=43 604 1558 867 internal_value=0 -4.61328e-05 7.44315e-05 internal_weight=0 55.2834 29.4936 internal_count=3072 2162 910 is_linear=0 shrinkage=0.000400217 Tree=8668 num_leaves=4 num_cat=0 split_feature=42 51 43 split_gain=1.59861 2.65973 2.04723 threshold=-1.0000000180025095e-35 -0.036099999999999993 -0.26007999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00526541862406835 0.015951325948472105 -0.014269943130301938 0.0011577883164824859 leaf_weight=4.9205124954778512 4.0067012468352905 6.8123623850640325 73.051378893002948 leaf_count=130 44 700 2213 internal_value=0 -0.00610491 0.00194902 internal_weight=0 11.7329 77.0581 internal_count=3087 830 2257 is_linear=0 shrinkage=0.0204111 Tree=8669 num_leaves=4 num_cat=0 split_feature=159 159 15 split_gain=2.9106 3.34314 1.60417 threshold=0.091330000000000008 0.088450000000000015 -0.46772999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022918666625310063 0.017337193732242052 0.021213978102963542 -0.01674488973162002 leaf_weight=77.707615275259286 0.54966376708034648 3.1851954577723509 5.5484846086301323 leaf_count=2689 62 46 280 internal_value=0 0.00108365 -0.0134157 internal_weight=0 80.8928 6.09815 internal_count=3077 2735 342 is_linear=0 shrinkage=0.0204111 Tree=8670 num_leaves=4 num_cat=0 split_feature=1456 1211 49 split_gain=1.42055 1.42446 0.425974 threshold=-1.0000000180025095e-35 0.082530000000000006 -0.056454999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.005237291215495884 0.00032461907545308579 -0.0197698124976937 -0.020441775481616298 leaf_weight=0.2679780752405353 86.124425332676765 1.3832182675541833 1.7414851653707035 leaf_count=12 2641 169 268 internal_value=0 -1.78678e-05 -0.0169216 internal_weight=0 87.5076 2.00946 internal_count=3090 2810 280 is_linear=0 shrinkage=0.0204111 Tree=8671 num_leaves=4 num_cat=0 split_feature=376 132 3 split_gain=2.15993 2.32781 0.723484 threshold=0.048375000000000008 0.08018500000000002 -0.0086749999999999969 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003310026217029667 0.017572679870898208 0.0082355356832289166 0.0028790117931866695 leaf_weight=70.487627090446267 2.9781907548385789 8.0038528866498364 2.6413459030009099 leaf_count=2617 87 316 73 internal_value=0 -0.00212266 0.0108574 internal_weight=0 78.4915 5.61954 internal_count=3093 2933 160 is_linear=0 shrinkage=0.0204111 Tree=8672 num_leaves=4 num_cat=0 split_feature=1452 11 2 split_gain=1.67649 1.58518 0.182301 threshold=1.0000000180025095e-35 0.088315000000000018 0.074875000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049896427180553789 -0.0057760339766022807 -0.012549080845813763 -0.023615094467730028 leaf_weight=81.637538608001705 0.39437395516142615 3.9602840520046803 1.2881235254435521 leaf_count=2834 27 118 128 internal_value=0 -0.000120324 -0.020055 internal_weight=0 85.5978 1.6825 internal_count=3107 2952 155 is_linear=0 shrinkage=0.0204111 Tree=8673 num_leaves=4 num_cat=0 split_feature=2 1 376 split_gain=1.8332 3.18024 2.07911 threshold=0.092120000000000021 0.076845000000000011 0.048695000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012972014420978357 0.0011831306256873293 -0.00017055421102354411 0.018606565359016638 leaf_weight=10.90911997312014 41.794838973934475 30.358237072958218 2.952147403440903 leaf_count=965 1148 907 77 internal_value=0 -0.00358059 0.0023762 internal_weight=0 41.2674 44.747 internal_count=3097 1872 1225 is_linear=0 shrinkage=0.0204111 Tree=8674 num_leaves=3 num_cat=0 split_feature=1375 160 split_gain=2.58358 1.50902 threshold=-0.43271999999999994 -0.25833999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026922688508351472 -0.018470677429933344 0.0014573502779583697 leaf_weight=1.2812948331738869 1.5010756006727195 86.055244171123832 leaf_count=14 251 2813 internal_value=0 0.00109255 internal_weight=0 87.5563 internal_count=3078 3064 is_linear=0 shrinkage=0.0204111 Tree=8675 num_leaves=4 num_cat=0 split_feature=150 42 43 split_gain=2.491 1.97998 0.956675 threshold=0.11680000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019017461588045196 2.8969107786050288e-05 4.6490562726596031e-06 0.00039382462536228071 leaf_weight=9.3968170569328304 1.7772088038473155 68.846931898341609 3.2570713575114487 leaf_count=822 61 2142 51 internal_value=0 -1.89869e-05 0.000268455 internal_weight=0 78.2437 5.03428 internal_count=3076 2964 112 is_linear=0 shrinkage=0.000400217 Tree=8676 num_leaves=4 num_cat=0 split_feature=1213 12 475 split_gain=2.06375 1.73324 1.6124 threshold=-1.0000000180025095e-35 0.093185000000000004 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034865897800932994 -6.9150140288087398e-06 0.00012523278749228075 -0.00040540542559496846 leaf_weight=0.4485648870468143 66.638238070094303 20.762238329633874 2.8237942105574794 leaf_count=2 1907 724 471 internal_value=0 2.45971e-05 -0.000293925 internal_weight=0 87.4005 3.27236 internal_count=3104 2631 473 is_linear=0 shrinkage=0.000400217 Tree=8677 num_leaves=4 num_cat=0 split_feature=1 52 46 split_gain=2.48394 1.96102 1.95739 threshold=0.10423500000000001 -0.093809999999999991 0.092020000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021536718833609363 0.00013605746856560675 -9.372889304104411e-06 -0.00029933839361424218 leaf_weight=8.5424082204162897 24.921806674472467 51.244803523716655 1.6667064861394454 leaf_count=436 649 1956 25 internal_value=0 -3.9153e-05 0.000107624 internal_weight=0 59.7872 26.5885 internal_count=3066 2392 674 is_linear=0 shrinkage=0.000400217 Tree=8678 num_leaves=4 num_cat=0 split_feature=52 124 47 split_gain=2.51989 2.66549 2.40287 threshold=-0.092854999999999979 -0.086944999999999981 0.11603500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017243514678915588 0.0024734964751652031 -0.012119148797213852 -0.012935483464968376 leaf_weight=1.3667521024726728 67.623225752911367 10.477166066833886 4.3852555056946576 leaf_count=25 2359 563 100 internal_value=0 -0.00860103 0.00151648 internal_weight=0 11.8439 72.0085 internal_count=3047 588 2459 is_linear=0 shrinkage=0.0204111 Tree=8679 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=2.13872 1.86587 threshold=-0.52337999999999985 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020354455798909394 -0.011481835629636773 0.00087312723151116746 leaf_weight=2.1122857604641458 5.3313253993728713 78.910696023695436 leaf_count=20 717 2314 internal_value=0 7.70306e-05 internal_weight=0 84.242 internal_count=3051 3031 is_linear=0 shrinkage=0.0204111 Tree=8680 num_leaves=4 num_cat=0 split_feature=484 2 2 split_gain=2.05417 1.62958 0.403744 threshold=-0.083139999999999992 0.086635000000000004 0.11732500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044362836704490196 -7.4904962028070595e-05 4.0885673595083255e-05 -3.7090719205852756e-06 leaf_weight=1.9280101303115764 29.640785006377882 56.207131669127875 0.40188764651247755 leaf_count=262 1169 1656 22 internal_value=0 8.61046e-07 -0.000371396 internal_weight=0 85.8479 2.3299 internal_count=3109 2825 284 is_linear=0 shrinkage=0.000400217 Tree=8681 num_leaves=3 num_cat=0 split_feature=43 160 split_gain=2.24004 1.75765 threshold=0.25035000000000007 -0.09712999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.010869597977353852 -0.022178104689592956 0.0012903699461435201 leaf_weight=5.1638742424649982 1.7341330914168782 80.678709113446075 leaf_count=418 186 2465 internal_value=0 0.000545679 internal_weight=0 85.8426 internal_count=3069 2883 is_linear=0 shrinkage=0.0204111 Tree=8682 num_leaves=4 num_cat=0 split_feature=1 13 4 split_gain=1.95633 2.46165 1.9094 threshold=0.10060500000000001 0.17936000000000002 0.41548500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020598161576635367 0.0079320979235196938 -0.018571627531019725 -0.0035690792506912171 leaf_weight=51.917243828298297 23.93467252610208 3.1178661604844811 7.9457810117382897 leaf_count=2192 525 119 260 internal_value=0 -0.00128203 0.00506312 internal_weight=0 55.0351 31.8805 internal_count=3096 2311 785 is_linear=0 shrinkage=0.0204111 Tree=8683 num_leaves=4 num_cat=0 split_feature=13 13 12 split_gain=1.93016 4.764 3.01934 threshold=-0.083499999999999977 -0.084169999999999981 0.023990000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.996203222394825e-05 2.0862863972602328e-05 0.00059416466901747445 -0.00017136219636145676 leaf_weight=27.354945782371036 37.816771843772585 2.5170470814791761 19.887232292119734 leaf_count=902 615 47 1521 internal_value=0 7.95436e-05 -4.55896e-05 internal_weight=0 29.872 57.704 internal_count=3085 949 2136 is_linear=0 shrinkage=0.000400217 Tree=8684 num_leaves=4 num_cat=0 split_feature=51 42 42 split_gain=1.77656 2.39816 1.98346 threshold=-0.0093849999999999992 0.079030000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057267623839380745 -0.0081503093608826412 -0.017946181203171069 0.0030324660458459335 leaf_weight=11.554084704242998 7.2361301655232628 4.5315191109657453 65.799394999136439 leaf_count=355 705 393 1653 internal_value=0 -0.00555724 0.00191373 internal_weight=0 16.0856 73.0355 internal_count=3106 748 2358 is_linear=0 shrinkage=0.0204111 Tree=8685 num_leaves=4 num_cat=0 split_feature=133 43 52 split_gain=1.48796 1.98818 0.0152696 threshold=-0.25351499999999993 0.077425000000000008 -0.031184999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017657693198434347 -2.1019511307166138e-05 0.00017010129950156738 -0.00043687288701338764 leaf_weight=0.26323009657517094 76.394150475467768 9.727601765119287 1.1049858733558711 leaf_count=38 2767 159 156 internal_value=0 7.6075e-07 -0.00040394 internal_weight=0 86.1218 1.36822 internal_count=3120 2926 194 is_linear=0 shrinkage=0.000400217 Tree=8686 num_leaves=4 num_cat=0 split_feature=0 4 15 split_gain=1.74143 4.13967 1.76186 threshold=-0.0013399999999999998 -0.17966999999999997 -0.032239999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005058651430049772 0.00040424750980912725 -1.3536502107212393e-05 5.0071892902115089e-05 leaf_weight=2.736417524283751 2.6924873280586317 69.275856412734129 11.591763611975692 leaf_count=46 89 2715 221 internal_value=0 -3.30009e-05 0.000119457 internal_weight=0 72.0123 14.2843 internal_count=3071 2761 310 is_linear=0 shrinkage=0.000400217 Tree=8687 num_leaves=4 num_cat=0 split_feature=13 43 12 split_gain=1.96985 1.57149 0.106203 threshold=0.26171000000000005 -0.50405999999999984 0.023990000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033439417936470371 -0.00024351899832057155 -2.4405875432070718e-06 -0.00045964943736470334 leaf_weight=2.1692971218290031 1.389969482290325 80.657271297044417 1.0279210695007348 leaf_count=30 39 2945 57 internal_value=0 6.82092e-06 -0.00035168 internal_weight=0 82.8266 2.41789 internal_count=3071 2975 96 is_linear=0 shrinkage=0.000400217 Tree=8688 num_leaves=4 num_cat=0 split_feature=1 14 16 split_gain=1.65326 2.33414 1.06875 threshold=0.13662500000000002 0.073890000000000011 -0.061024999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020250146585344355 0.021000149846486831 -0.023075474943024876 0.0023392402753700382 leaf_weight=79.877799631243079 2.3238003613732872 1.7910936631460561 2.7586179233694557 leaf_count=2811 118 98 62 internal_value=0 -0.000735039 0.0111402 internal_weight=0 81.6689 5.08242 internal_count=3089 2909 180 is_linear=0 shrinkage=0.0204111 Tree=8689 num_leaves=4 num_cat=0 split_feature=14 51 3 split_gain=1.4696 1.5148 0.409171 threshold=0.073890000000000011 0.13831000000000002 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.711953265629706e-05 -0.00047704861455308511 -0.00025593695182644325 -0.00012651979470000829 leaf_weight=82.42812923984593 1.1086927840078717 3.2758427503499652 1.1434861344096123 leaf_count=2860 74 119 31 internal_value=0 6.36224e-06 -0.000313498 internal_weight=0 85.704 2.25218 internal_count=3084 2979 105 is_linear=0 shrinkage=0.000400217 Tree=8690 num_leaves=4 num_cat=0 split_feature=3 3 49 split_gain=2.39506 5.34961 2.95154 threshold=-0.078644999999999979 -0.10075499999999998 -0.085934999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00088280082240722846 -0.01114765038888413 -0.017490578498743487 0.0040472548277358748 leaf_weight=20.823012445091994 5.9200191765412447 9.5482501259675683 45.564039028858588 leaf_count=429 103 1256 1237 internal_value=0 -0.00493653 0.00227963 internal_weight=0 30.3713 51.4841 internal_count=3025 1685 1340 is_linear=0 shrinkage=0.0204111 Tree=8691 num_leaves=4 num_cat=0 split_feature=43 42 4 split_gain=1.90459 2.35745 2.07237 threshold=-0.27157999999999993 -0.11277999999999998 -0.40515499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010718770421419372 -0.012288051672487527 0.016180614001204314 -8.324241830191367e-06 leaf_weight=1.6943257297307353 6.0924542650900539 5.5974122712068484 74.195441694586862 leaf_count=51 177 91 2716 internal_value=0 0.00986263 -0.000955957 internal_weight=0 7.29174 80.2879 internal_count=3035 142 2893 is_linear=0 shrinkage=0.0204111 Tree=8692 num_leaves=4 num_cat=0 split_feature=43 1373 2 split_gain=1.71183 1.66882 0.134973 threshold=0.25035000000000007 0.099250000000000019 0.12159500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00077716993654405907 -0.023113843250650482 -0.022538853212376423 -0.0063391242129067276 leaf_weight=83.197825083150292 1.264988414842718 1.18689809427451 0.35783517006348109 leaf_count=2870 165 25 22 internal_value=0 0.000419791 -0.0200629 internal_weight=0 84.3847 1.62282 internal_count=3082 2895 187 is_linear=0 shrinkage=0.0204111 Tree=8693 num_leaves=4 num_cat=0 split_feature=42 160 49 split_gain=2.34158 2.99824 2.5083 threshold=-1.0000000180025095e-35 -0.073574999999999988 -0.085934999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00857022917320816 -0.0095578893384428241 -0.01672095708559217 0.0019530353614779482 leaf_weight=2.5884664627387792 8.8424568788250308 7.1724877872247799 66.044357184018281 leaf_count=122 171 699 2073 internal_value=0 -0.00999296 0.000581613 internal_weight=0 9.76095 74.8868 internal_count=3065 821 2244 is_linear=0 shrinkage=0.0204111 Tree=8694 num_leaves=3 num_cat=0 split_feature=1373 13 split_gain=1.64785 1.66766 threshold=0.099250000000000019 -0.5318799999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014523742343788445 -0.022410809704842907 0.0017420820893927719 leaf_weight=2.5987866647483306 1.1331688706886769 84.508881241660447 leaf_count=38 27 3027 internal_value=0 0.00123878 internal_weight=0 87.1077 internal_count=3092 3065 is_linear=0 shrinkage=0.0204111 Tree=8695 num_leaves=4 num_cat=0 split_feature=13 13 40 split_gain=2.6385 2.10853 1.86324 threshold=0.17936000000000002 0.11217000000000001 -0.075659999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0111918391780485e-06 0.009272027861833539 0.012963250547229868 -0.019548238578608355 leaf_weight=75.792151638554515 1.1096847434964727 5.5045195540878913 4.3502642019820987 leaf_count=2848 41 55 142 internal_value=0 0.000896227 -0.0136222 internal_weight=0 81.2967 5.45995 internal_count=3086 2903 183 is_linear=0 shrinkage=0.0204111 Tree=8696 num_leaves=4 num_cat=0 split_feature=1456 3 376 split_gain=1.67337 1.69357 0.781863 threshold=1.0000000180025095e-35 0.13593500000000003 0.081270000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8967255429777702e-06 -0.00043064067396350082 0.0001739344049797306 0.00014796369599813183 leaf_weight=73.760893830325585 1.7848343651503449 10.4948880064112 0.4062502710148691 leaf_count=2620 259 189 7 internal_value=0 2.44037e-05 -0.000321383 internal_weight=0 84.2558 2.19108 internal_count=3075 2809 266 is_linear=0 shrinkage=0.000400217 Tree=8697 num_leaves=3 num_cat=0 split_feature=146 156 split_gain=1.90386 1.37873 threshold=0.10020500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019741178179390109 -0.024640163673528562 0.00095675487786109933 leaf_weight=1.2508410303830704 1.1491999248974014 83.215561112979231 leaf_count=166 12 2906 internal_value=0 0.000624516 internal_weight=0 84.4664 internal_count=3084 3072 is_linear=0 shrinkage=0.0204111 Tree=8698 num_leaves=4 num_cat=0 split_feature=150 0 160 split_gain=1.67675 1.90725 1.38089 threshold=0.11016500000000001 -0.25681499999999996 0.088915000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019861337326051044 0.00275523608879853 0.00015607960994391004 0.021277161598808488 leaf_weight=1.9244035831652571 4.3688971215306074 75.615648316692614 2.6504895803518593 leaf_count=27 134 2872 12 internal_value=0 -0.000368638 0.00997329 internal_weight=0 77.5401 7.01939 internal_count=3045 2899 146 is_linear=0 shrinkage=0.0204111 Tree=8699 num_leaves=3 num_cat=0 split_feature=1365 160 split_gain=1.55472 1.39733 threshold=1.0000000180025095e-35 -0.40187499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018463946892735745 -0.017948533802022874 0.00091562006875298249 leaf_weight=1.4676397724856531 1.8232143710119988 82.949118088364685 leaf_count=241 61 2781 internal_value=0 0.000554682 internal_weight=0 84.4168 internal_count=3083 3022 is_linear=0 shrinkage=0.0204111 Tree=8700 num_leaves=4 num_cat=0 split_feature=12 15 12 split_gain=2.11012 1.55075 0.913366 threshold=0.11596500000000001 0.079530000000000017 0.12784000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020471138561508691 -0.028204488405768495 -0.0061148148424613165 -0.0064206077132816603 leaf_weight=73.672286859980431 1.2657860811450512 11.055916974292812 2.137612808255426 leaf_count=1903 61 1039 86 internal_value=0 0.000975425 -0.0151627 internal_weight=0 84.7282 3.4034 internal_count=3089 2942 147 is_linear=0 shrinkage=0.0204111 Tree=8701 num_leaves=4 num_cat=0 split_feature=49 9 130 split_gain=1.64628 3.65342 2.34579 threshold=-0.00025999999999999992 1.0000000180025095e-35 -0.083084999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012117984640073925 -0.00037459409024877559 0.0004022767573260373 5.2812533027937403e-05 leaf_weight=25.61912351582669 2.0170472730533211 2.219925926274299 61.355363868548693 leaf_count=599 95 33 2383 internal_value=0 -7.79944e-05 3.85721e-05 internal_weight=0 27.839 63.3724 internal_count=3110 632 2478 is_linear=0 shrinkage=0.000400217 Tree=8702 num_leaves=4 num_cat=0 split_feature=42 10 12 split_gain=2.45184 1.94175 0.241015 threshold=-0.10749999999999998 0.08302000000000001 0.023990000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020587468646416764 -1.3263302096839374e-05 0.00036615179849357529 -0.00046898924063928883 leaf_weight=1.2360251219943159 80.72384395549625 2.1078788644463193 1.6864791560267347 leaf_count=39 2852 79 143 internal_value=0 -3.12681e-06 -0.000369412 internal_weight=0 82.8317 2.9225 internal_count=3113 2931 182 is_linear=0 shrinkage=0.000400217 Tree=8703 num_leaves=4 num_cat=0 split_feature=160 402 15 split_gain=1.4895 1.48452 0.134649 threshold=-0.40187499999999993 0.086255000000000012 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0022379498637827705 0.0017955905780105883 -0.013741513621310165 -0.020841843883848285 leaf_weight=0.21614024421069178 82.302304452829958 2.5330878352697246 1.2825659131776763 leaf_count=21 2538 331 223 internal_value=0 0.00131417 -0.0185009 internal_weight=0 84.8354 1.49871 internal_count=3113 2869 244 is_linear=0 shrinkage=0.0204111 Tree=8704 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=2.11186 2.65412 1.94872 threshold=0.10100500000000003 0.10443500000000001 -0.095559999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0041794784948898569 -0.017699253209647117 0.0090806594499969698 0.0054852910259635974 leaf_weight=46.157469389091148 1.4840385371753679 7.1706444284791351 29.441776266710804 leaf_count=2275 22 57 770 internal_value=0 -0.00238119 0.0043129 internal_weight=0 53.3281 30.9258 internal_count=3124 2332 792 is_linear=0 shrinkage=0.0204111 Tree=8705 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=1.49673 1.50645 threshold=0.090240000000000015 -0.51586999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038089147024128667 -0.0003347338237199722 3.1806737864300794e-05 leaf_weight=1.3292941832933127 1.7824651510654792 84.496931911392949 leaf_count=216 53 2801 internal_value=0 2.49269e-05 internal_weight=0 85.8262 internal_count=3070 3017 is_linear=0 shrinkage=0.000400217 Tree=8706 num_leaves=4 num_cat=0 split_feature=15 12 1 split_gain=1.87632 3.80103 1.67453 threshold=0.078925000000000009 0.091535000000000019 0.13991000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00055296655889770752 -0.017750051048566445 0.0045061154263812539 0.015106133782527394 leaf_weight=70.490786225251668 6.6440877698491914 5.9990608344560314 3.3440077824707251 leaf_count=1829 686 435 117 internal_value=0 -0.00724284 0.00123396 internal_weight=0 12.6431 73.8348 internal_count=3067 1121 1946 is_linear=0 shrinkage=0.0204111 Tree=8707 num_leaves=4 num_cat=0 split_feature=52 43 52 split_gain=2.14877 3.83389 2.87415 threshold=0.084805000000000019 -0.50914999999999988 0.082245000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00084784849355299579 0.021209386317058442 -0.0099163750494329732 0.025065885779027998 leaf_weight=64.696868838405862 1.7452313874964627 14.970525384104802 1.9965357039327489 leaf_count=2030 16 961 54 internal_value=0 -0.00654715 0.00161364 internal_weight=0 16.7158 66.6934 internal_count=3061 977 2084 is_linear=0 shrinkage=0.0204111 Tree=8708 num_leaves=3 num_cat=0 split_feature=1212 1374 split_gain=1.43977 1.45106 threshold=-1.0000000180025095e-35 0.09309000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038740205574885477 2.877592472137382e-05 -0.00034728042235489259 leaf_weight=1.2869822721386288 88.030591812384273 1.5631592899862869 leaf_count=229 2812 49 internal_value=0 2.17895e-05 internal_weight=0 89.5938 internal_count=3090 2861 is_linear=0 shrinkage=0.000400217 Tree=8709 num_leaves=4 num_cat=0 split_feature=47 0 47 split_gain=2.16811 4.50392 2.29947 threshold=0.086425000000000016 -0.061889999999999994 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.875558750596741e-06 -0.00028308602827737588 0.00015262084152411375 0.00047379488231795403 leaf_weight=66.842043971518251 11.457310169646009 5.5725133678788543 1.6213665884351929 leaf_count=2671 311 92 16 internal_value=0 -0.000140448 1.86888e-05 internal_weight=0 17.0298 68.4634 internal_count=3090 403 2687 is_linear=0 shrinkage=0.000400217 Tree=8710 num_leaves=4 num_cat=0 split_feature=150 457 151 split_gain=1.62227 3.05268 1.87627 threshold=0.082085000000000019 -0.0024349999999999997 0.16285000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.852602788226956e-05 -0.00026854450744219407 0.00017051399664263288 0.00043230746591720607 leaf_weight=67.336042919864894 2.8522045939971603 17.800114535308239 1.333698178466874 leaf_count=2667 70 332 17 internal_value=0 0.000108756 -1.88866e-05 internal_weight=0 20.6523 68.6697 internal_count=3086 402 2684 is_linear=0 shrinkage=0.000400217 Tree=8711 num_leaves=4 num_cat=0 split_feature=1447 453 1444 split_gain=1.78622 1.57027 0.487327 threshold=-0.086009999999999989 1.0000000180025095e-35 -0.082174999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.025369292502852404 0.00039846944490991174 -0.013713134923942183 0.006258758608020199 leaf_weight=1.2986973608785775 81.979650590008532 3.310140535759273 1.0750058441740284 leaf_count=13 2927 79 88 internal_value=0 -0.00016647 0.0173863 internal_weight=0 85.2898 2.3737 internal_count=3107 3006 101 is_linear=0 shrinkage=0.0204111 Tree=8712 num_leaves=4 num_cat=0 split_feature=13 12 15 split_gain=1.76645 2.1052 1.72333 threshold=-0.10462499999999998 0.085295000000000024 -0.090714999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0031231696674645848 0.0010310394603661277 -0.0067080317597020189 0.010182628151892876 leaf_weight=6.0367125436678206 45.673160727707454 21.425905905331092 11.978913514525628 leaf_count=141 1038 1732 173 internal_value=0 -0.00144724 0.00573234 internal_weight=0 67.0991 18.0156 internal_count=3084 2770 314 is_linear=0 shrinkage=0.0204111 Tree=8713 num_leaves=4 num_cat=0 split_feature=14 34 3 split_gain=1.62685 1.50611 0.597189 threshold=0.077685000000000018 -0.0011599999999999998 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021262015354694207 -0.00054882807210667416 2.6398249382885921e-05 -0.00011667919394812108 leaf_weight=4.337462165800388 0.96549100250103981 82.898163091910874 1.1249794714967709 leaf_count=141 76 2867 28 internal_value=0 1.42566e-05 -0.000334023 internal_weight=0 87.2356 2.09047 internal_count=3112 3008 104 is_linear=0 shrinkage=0.000400217 Tree=8714 num_leaves=4 num_cat=0 split_feature=151 151 151 split_gain=1.46072 3.37526 2.33035 threshold=-0.084129999999999996 -0.086249999999999979 -0.083449999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019533585506737701 0.026168481383380862 -0.034557602891002216 0.00099615680343214394 leaf_weight=10.074175068048133 1.4531563862401515 1.4136411685794872 73.597441895432212 leaf_count=284 23 61 2743 internal_value=0 -0.00626034 0.00152181 internal_weight=0 11.4878 75.0506 internal_count=3111 345 2766 is_linear=0 shrinkage=0.0204111 Tree=8715 num_leaves=4 num_cat=0 split_feature=3 52 47 split_gain=2.13542 2.56159 1.84936 threshold=-0.13827999999999999 0.16180500000000003 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.6357087422059773e-05 -3.4580259560204879e-06 -0.00030382369686738004 0.00041614601613769187 leaf_weight=10.324495295635641 65.652375091200156 4.7745332651456911 3.0747620082929634 leaf_count=267 2456 339 26 internal_value=0 -2.4271e-05 0.000149407 internal_weight=0 70.4269 13.3993 internal_count=3088 2795 293 is_linear=0 shrinkage=0.000400217 Tree=8716 num_leaves=4 num_cat=0 split_feature=484 38 456 split_gain=1.86367 1.91066 0.794112 threshold=-0.083139999999999992 0.12641000000000005 0.087470000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022510091045225434 0.00099678833440643329 -0.023110579212448041 0.0066163036167796252 leaf_weight=1.9684420422881879 82.66286267804594 1.2808192223310459 0.42629155653685291 leaf_count=217 2793 17 49 internal_value=0 0.000598661 -0.0172613 internal_weight=0 83.9437 2.39473 internal_count=3076 2810 266 is_linear=0 shrinkage=0.0204111 Tree=8717 num_leaves=4 num_cat=0 split_feature=15 4 151 split_gain=2.31508 2.99474 2.19206 threshold=0.076335000000000014 0.15164000000000002 -0.29526499999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042768739621224937 -0.00031038691562582641 0.00019137467620867802 1.5533592517285394e-05 leaf_weight=1.7196335468142923 8.0918758668376523 2.3980561425778424 73.84909836774068 leaf_count=65 1135 33 1907 internal_value=0 -0.000194872 4.82987e-06 internal_weight=0 10.4899 75.5687 internal_count=3140 1168 1972 is_linear=0 shrinkage=0.000400217 Tree=8718 num_leaves=4 num_cat=0 split_feature=12 1 151 split_gain=1.69046 2.94945 1.71193 threshold=0.10042000000000002 0.11931500000000002 -0.52342999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021722263058888181 -0.017336087858895146 0.0077867624457756994 0.0023923677927931855 leaf_weight=1.1347936502606888 4.9595982319515297 3.0756413333001547 78.316721485052994 leaf_count=47 349 81 2622 internal_value=0 -0.00774498 0.00201786 internal_weight=0 8.03524 79.4515 internal_count=3099 430 2669 is_linear=0 shrinkage=0.0204111 Tree=8719 num_leaves=4 num_cat=0 split_feature=13 52 16 split_gain=2.02136 3.64006 2.44289 threshold=-0.09194999999999999 0.11628500000000001 -0.0088849999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0072612640330845966 -0.0060956217828113451 -0.021300999012183536 0.0017837223923375929 leaf_weight=19.758918209823609 36.363364357864612 1.9423032939994289 29.701023621326385 leaf_count=392 1646 81 995 internal_value=0 0.00460867 -0.00255623 internal_weight=0 21.7012 66.0644 internal_count=3114 473 2641 is_linear=0 shrinkage=0.0204111 Tree=8720 num_leaves=3 num_cat=0 split_feature=33 123 split_gain=1.79669 1.79839 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040417663707525091 -2.2081109189078736e-05 0.00018156394899682463 leaf_weight=1.7169383014552284 74.3556919739774 7.5484763770509735 leaf_count=42 2773 258 internal_value=0 -3.09046e-06 internal_weight=0 81.9042 internal_count=3073 3031 is_linear=0 shrinkage=0.000400217 Tree=8721 num_leaves=4 num_cat=0 split_feature=50 3 48 split_gain=2.11103 2.09466 2.06345 threshold=0.086500000000000007 0.28833000000000003 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014091676604181395 -0.016028499125895903 0.018300628844088847 -0.01428703484318391 leaf_weight=77.495911704845184 5.4262002001171359 0.75948959705419827 3.5418331185228444 leaf_count=2496 569 21 66 internal_value=0 -0.0115631 0.000704384 internal_weight=0 6.18569 81.0377 internal_count=3152 590 2562 is_linear=0 shrinkage=0.0204111 Tree=8722 num_leaves=3 num_cat=0 split_feature=1132 123 split_gain=1.55379 1.78491 threshold=-1.0000000180025095e-35 0.088610000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020051483619504012 0.0006931546932917946 0.016689472090195796 leaf_weight=1.3384395467874117 83.178856220323269 2.8999221882622797 leaf_count=25 2917 128 internal_value=0 0.00125304 internal_weight=0 86.0788 internal_count=3070 3045 is_linear=0 shrinkage=0.0204111 Tree=8723 num_leaves=4 num_cat=0 split_feature=3 376 2 split_gain=1.97149 1.85296 0.935658 threshold=-0.16935999999999998 0.048375000000000008 0.10859000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.2352840485485328e-05 -3.2941000107231026e-05 0.00020190276913287263 0.00039213990410103954 leaf_weight=3.8504586902654401 74.358060521332618 5.689276361707015 2.6090632237755926 leaf_count=93 2783 161 59 internal_value=0 -1.5991e-05 0.000212028 internal_weight=0 80.0473 6.45952 internal_count=3096 2944 152 is_linear=0 shrinkage=0.000400217 Tree=8724 num_leaves=4 num_cat=0 split_feature=4 39 40 split_gain=1.93481 1.89508 1.22425 threshold=-0.49977499999999991 -1.0000000180025095e-35 -0.082804999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.2891977067899816e-05 -0.00028738851050331586 1.8895710657738865e-05 -0.00045293166873018695 leaf_weight=0.85801058728247914 3.2595655730692661 80.241343173632913 2.3078592654564991 leaf_count=20 70 2897 118 internal_value=0 6.57067e-06 -0.000306883 internal_weight=0 83.5009 3.16587 internal_count=3105 2967 138 is_linear=0 shrinkage=0.000400217 Tree=8725 num_leaves=4 num_cat=0 split_feature=1447 1132 39 split_gain=2.4879 1.73931 0.215402 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084075000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021923375083767804 -0.022767255713627251 0.00092081931433957208 -0.0039920642617917133 leaf_weight=2.1677565303557453 1.2007016515708517 79.697153782211444 0.3825411166762932 leaf_count=277 22 2791 14 internal_value=0 0.000538254 -0.0195147 internal_weight=0 80.8979 2.5503 internal_count=3104 2813 291 is_linear=0 shrinkage=0.0204111 Tree=8726 num_leaves=4 num_cat=0 split_feature=1456 1429 123 split_gain=1.67483 1.59904 0.418057 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.083430000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041373717225689409 -0.00043038157764911856 2.550973413447156e-05 7.0006626536080389e-05 leaf_weight=1.2366325242462597 1.5753083067429532 85.561740996474327 0.28378831595182408 leaf_count=123 248 2699 5 internal_value=0 1.87267e-05 -0.00035436 internal_weight=0 86.7984 1.8591 internal_count=3075 2822 253 is_linear=0 shrinkage=0.000400217 Tree=8727 num_leaves=4 num_cat=0 split_feature=159 128 15 split_gain=1.79067 1.9658 1.32187 threshold=0.10516000000000002 0.085185000000000025 -0.46772999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4066981074126185e-05 0.00032498695839485706 -0.00040175570083929031 -0.0003651128372539076 leaf_weight=80.972665527698155 0.42449598528764942 1.7509045272877291 3.2258049187885254 leaf_count=2612 50 209 197 internal_value=0 4.73464e-06 -0.000277577 internal_weight=0 82.7236 3.6503 internal_count=3068 2821 247 is_linear=0 shrinkage=0.000400217 Tree=8728 num_leaves=4 num_cat=0 split_feature=4 0 49 split_gain=2.37912 2.83424 2.55629 threshold=0.27150500000000005 -0.23098999999999997 0.27772500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027863570802278667 0.00023514791711947721 -3.5816120820909129e-05 -0.00031036262731841218 leaf_weight=4.8046403239568454 11.384042134406625 69.30079072599915 1.4650896047241975 leaf_count=48 331 2682 23 internal_value=0 -1.5039e-05 0.000170804 internal_weight=0 74.1054 12.8491 internal_count=3084 2730 354 is_linear=0 shrinkage=0.000400217 Tree=8729 num_leaves=4 num_cat=0 split_feature=484 148 147 split_gain=1.68395 1.60326 1.47987 threshold=-1.0000000180025095e-35 -0.084284999999999985 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014649016020369329 -0.013652587883771864 0.0019724929265471642 0.018290227400264862 leaf_weight=4.4140046208226513 2.7207378524399237 80.73312003241881 0.55290189385414112 leaf_count=486 74 2506 3 internal_value=0 0.00144548 -0.0106599 internal_weight=0 83.4539 4.96691 internal_count=3069 2580 489 is_linear=0 shrinkage=0.0204111 Tree=8730 num_leaves=4 num_cat=0 split_feature=457 33 457 split_gain=2.1047 2.20797 1.70669 threshold=-0.0024349999999999997 -1.0000000180025095e-35 -0.14786499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0043882614638537472 -0.020609084457347462 0.0022967119284360224 -0.017659839558483513 leaf_weight=2.1457399920254829 1.6826525273499999 77.168401200637618 4.241546057712184 leaf_count=41 40 2783 208 internal_value=0 0.00177938 -0.010305 internal_weight=0 78.8511 6.38729 internal_count=3072 2823 249 is_linear=0 shrinkage=0.0204111 Tree=8731 num_leaves=4 num_cat=0 split_feature=4 133 1 split_gain=1.99599 1.54011 0.212338 threshold=0.50673000000000001 -0.25351499999999993 0.11231500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021890287629209287 0.0042244947967538058 -0.00039278755408642796 0.021038627848184409 leaf_weight=1.3006052105235983 0.4502224307507271 81.429459917588019 1.8458164362964451 leaf_count=195 13 2733 154 internal_value=0 -0.000759881 0.0180913 internal_weight=0 82.7301 2.29604 internal_count=3095 2928 167 is_linear=0 shrinkage=0.0204111 Tree=8732 num_leaves=4 num_cat=0 split_feature=2 2 3 split_gain=1.83779 2.58876 1.85206 threshold=0.10274500000000002 0.10097500000000002 -0.52337999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9913387016761455e-05 0.00048522710829772519 -0.0005992866335666645 4.5865389885405586e-05 leaf_weight=54.046724805872827 1.5199177077738593 1.2475531088275591 27.130841916901545 leaf_count=2198 14 48 784 internal_value=0 -5.37196e-05 7.09716e-05 internal_weight=0 55.2943 28.6508 internal_count=3044 2246 798 is_linear=0 shrinkage=0.000400217 Tree=8733 num_leaves=4 num_cat=0 split_feature=16 1 52 split_gain=1.74381 3.13135 1.75598 threshold=-0.008454999999999999 0.13662500000000002 -0.51586999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2104834508928918e-05 -0.00037869047121725456 0.00037035806916382982 7.0548932173287998e-05 leaf_weight=48.926831403703545 1.3387120669649437 2.4689697274006894 36.398418710837177 leaf_count=1871 217 124 877 internal_value=0 -5.96114e-05 5.35392e-05 internal_weight=0 51.3958 37.7371 internal_count=3089 1995 1094 is_linear=0 shrinkage=0.000400217 Tree=8734 num_leaves=4 num_cat=0 split_feature=2 33 49 split_gain=2.39073 2.23128 0.168483 threshold=-0.14169499999999999 -1.0000000180025095e-35 -0.0093449999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020547605941871421 -0.027620797305987339 -0.00030001648686451562 0.010313974152886495 leaf_weight=1.8595012594851144 1.1523269161116321 83.444641020580775 1.6869562091160322 leaf_count=33 31 2996 55 internal_value=0 -0.00070818 0.0161444 internal_weight=0 84.597 3.54646 internal_count=3115 3027 88 is_linear=0 shrinkage=0.0204111 Tree=8735 num_leaves=4 num_cat=0 split_feature=2 50 0 split_gain=1.44406 1.99183 1.15211 threshold=0.12347500000000002 0.10647500000000001 0.10483000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7960516136198503e-05 0.0001065849078515511 -0.00039882513103204519 0.00047155908214912493 leaf_weight=73.043644896287788 8.4462726785750402 1.7719853047653931 1.5746713856678969 leaf_count=2470 283 268 21 internal_value=0 7.50784e-06 0.000168513 internal_weight=0 74.8156 10.0209 internal_count=3042 2738 304 is_linear=0 shrinkage=0.000400217 Tree=8736 num_leaves=4 num_cat=0 split_feature=43 1375 15 split_gain=1.91981 1.71272 0.120238 threshold=0.25537500000000007 -0.53021499999999988 -0.14601999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047111065797717406 -0.00013071141900896475 8.4982983127451292e-06 -0.0004502661006959448 leaf_weight=1.189743673428892 0.34884478298408783 84.533966801781162 1.3792340520071764 leaf_count=5 33 2929 145 internal_value=0 1.5525e-05 -0.000397637 internal_weight=0 85.7237 1.72808 internal_count=3112 2934 178 is_linear=0 shrinkage=0.000400217 Tree=8737 num_leaves=4 num_cat=0 split_feature=474 51 4 split_gain=1.65696 1.52174 0.0604987 threshold=-1.0000000180025095e-35 0.13831000000000002 0.039665000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015234535392890112 0.002555308171698478 -0.011379276736134342 -0.032613568145813725 leaf_weight=0.65839368837714474 81.086849817567327 3.2923297732797883 0.302335341431899 leaf_count=102 2830 125 17 internal_value=0 0.00199725 -0.0235369 internal_weight=0 84.3792 0.960729 internal_count=3074 2955 119 is_linear=0 shrinkage=0.0204111 Tree=8738 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=1.68161 1.65072 threshold=0.10097500000000002 -0.17966999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00011820807117056009 -0.00043343776086821653 3.456835381018407e-05 leaf_weight=13.221165807895884 1.2691087424464047 75.241249050946863 leaf_count=242 23 2850 internal_value=0 1.16146e-05 internal_weight=0 88.4624 internal_count=3115 3092 is_linear=0 shrinkage=0.000400217 Tree=8739 num_leaves=4 num_cat=0 split_feature=43 34 2 split_gain=1.94355 1.85596 0.0844774 threshold=0.25537500000000007 -0.086809999999999984 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0195122610438229 -0.023109332965187641 0.0011142083181182583 -0.0080962840469197238 leaf_weight=1.7474913286641811 1.352919096801769 80.466949718236037 0.35809569291450305 leaf_count=62 158 2837 23 internal_value=0 0.000649845 -0.0206575 internal_weight=0 82.2144 1.71101 internal_count=3080 2899 181 is_linear=0 shrinkage=0.0204111 Tree=8740 num_leaves=3 num_cat=0 split_feature=3 43 split_gain=1.84205 1.55783 threshold=-0.48702499999999999 -0.27860999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041250798870104454 -0.00023333155940237753 2.4763224466089572e-05 leaf_weight=1.5587457559013262 3.827794928612092 76.106043832766773 leaf_count=29 138 2884 internal_value=0 1.20947e-05 internal_weight=0 79.9338 internal_count=3051 3022 is_linear=0 shrinkage=0.000400217 Tree=8741 num_leaves=4 num_cat=0 split_feature=14 1429 48 split_gain=2.12323 1.70967 0.260946 threshold=0.073890000000000011 -1.0000000180025095e-35 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043200849476827659 -0.00054190409272799581 2.5257694740041045e-05 -0.0002188047615150467 leaf_weight=1.2182231005767779 0.91688148752291487 85.613534187365985 1.0856189328751487 leaf_count=149 15 2888 85 internal_value=0 1.82943e-05 -0.000387604 internal_weight=0 86.8318 2.0025 internal_count=3137 3037 100 is_linear=0 shrinkage=0.000400217 Tree=8742 num_leaves=4 num_cat=0 split_feature=160 133 454 split_gain=1.51741 2.56939 2.47058 threshold=-1.0000000180025095e-35 -0.0019149999999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0074879377554788159 -0.010147209158036441 0.0027589880923658602 0.015679481806488638 leaf_weight=17.875348765463517 7.093571028135556 59.424555349314687 2.0411596714984617 leaf_count=947 673 1464 18 internal_value=0 0.00136792 -0.00503922 internal_weight=0 66.5181 19.9165 internal_count=3102 2137 965 is_linear=0 shrinkage=0.0204111 Tree=8743 num_leaves=4 num_cat=0 split_feature=13 457 43 split_gain=2.21424 1.66983 1.61007 threshold=0.077550000000000022 -0.0024349999999999997 -0.27860999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023122586878769036 -2.2134802955839787e-05 -3.5413117705151145e-07 0.00025709024427365818 leaf_weight=5.3134286951681124 5.1911186538964094 66.816506226910178 8.9250984271832277 leaf_count=233 132 2498 220 internal_value=0 -1.76932e-05 0.000155041 internal_weight=0 72.1299 14.1162 internal_count=3083 2731 352 is_linear=0 shrinkage=0.000400217 Tree=8744 num_leaves=4 num_cat=0 split_feature=43 1 4 split_gain=2.40809 2.69951 2.01011 threshold=-0.15705499999999997 0.077800000000000022 -0.36746999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047071239189528053 -0.00016168112647238419 7.6673821474825744e-06 6.4228845460451481e-05 leaf_weight=2.4008100959472349 21.516912700808689 49.740607547551917 8.8938217780578253 leaf_count=9 1474 1393 242 internal_value=0 -4.36425e-05 0.000154404 internal_weight=0 71.2575 11.2946 internal_count=3118 2867 251 is_linear=0 shrinkage=0.000400217 Tree=8745 num_leaves=4 num_cat=0 split_feature=0 16 0 split_gain=1.48201 3.3016 2.47774 threshold=0.12084000000000002 -0.008069999999999999 0.042275000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028460415104547988 -0.028425091274479636 0.00049914997139021376 0.014659136937410631 leaf_weight=74.472906248996651 2.2172646067920141 5.5768804608596829 5.2433918435708611 leaf_count=2853 19 128 102 internal_value=0 -0.0080152 0.00124933 internal_weight=0 7.79415 79.7163 internal_count=3102 147 2955 is_linear=0 shrinkage=0.0204111 Tree=8746 num_leaves=4 num_cat=0 split_feature=39 40 1 split_gain=2.3505 3.54775 1.05498 threshold=0.084950000000000012 -0.08095999999999999 0.093190000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047818497727442343 -3.8960292207425662e-05 2.2040916461393888e-06 0.0002727698562088077 leaf_weight=2.438348972820676 2.2605410623364133 71.404960110159664 7.070467629484483 leaf_count=38 62 2727 263 internal_value=0 -1.43586e-05 0.000197683 internal_weight=0 73.8433 9.33101 internal_count=3090 2765 325 is_linear=0 shrinkage=0.000400217 Tree=8747 num_leaves=4 num_cat=0 split_feature=15 1 4 split_gain=1.91215 2.24438 2.05636 threshold=0.084050000000000014 0.11239500000000001 -0.49367499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015530385845331061 -0.014741768073901615 0.0067160882104023139 0.0016141705041851804 leaf_weight=2.9281595075735813 6.9972342741411904 2.7662448931660037 70.658262673255194 leaf_count=136 1012 45 1895 internal_value=0 -0.00865499 0.000909394 internal_weight=0 9.76348 73.5864 internal_count=3088 1057 2031 is_linear=0 shrinkage=0.0204111 Tree=8748 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=2.13065 2.42553 threshold=-0.21083999999999997 0.084350000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014521629841558048 0.00086460713210128129 -0.014072631630531938 leaf_weight=4.3087062257673088 74.980603023134336 4.7076669200760071 leaf_count=67 2920 101 internal_value=0 -3.63328e-05 internal_weight=0 79.6883 internal_count=3088 3021 is_linear=0 shrinkage=0.0204111 Tree=8749 num_leaves=4 num_cat=0 split_feature=150 39 15 split_gain=1.53022 2.12236 1.68613 threshold=0.075065000000000007 0.0047850000000000011 -0.033084999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.1127013235087044e-05 0.00015925294107031187 0.00013620544361342787 -0.00010488027858574919 leaf_weight=55.051844917747985 15.652474358884321 10.26298748971203 5.0443319749319917 leaf_count=2406 263 261 151 internal_value=0 -2.99399e-05 9.46591e-05 internal_weight=0 65.3148 20.6968 internal_count=3081 2667 414 is_linear=0 shrinkage=0.000400217 Tree=8750 num_leaves=4 num_cat=0 split_feature=2 15 48 split_gain=1.99347 1.77733 0.195603 threshold=0.14780500000000005 -0.076594999999999983 0.13077000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0042037645887957826 0.019510498528440584 0.0020504395542043303 0.0066155130577474248 leaf_weight=29.591947283168338 2.2011207254217875 52.081485209075936 0.82005605858284969 leaf_count=970 113 1999 24 internal_value=0 -0.000218239 0.0163718 internal_weight=0 81.6734 3.02118 internal_count=3106 2969 137 is_linear=0 shrinkage=0.0204111 Tree=8751 num_leaves=4 num_cat=0 split_feature=1 13 0 split_gain=1.74879 1.85828 1.81287 threshold=0.11584000000000001 -0.5318799999999998 -0.22917499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021425457091765802 -0.021696035355353416 2.4844425435911714e-05 0.0087357838184854986 leaf_weight=1.610538712440756 0.75835930486209591 72.591038391641632 14.548973161956381 leaf_count=15 10 2662 420 internal_value=0 -0.000472313 0.00708153 internal_weight=0 74.2016 15.3073 internal_count=3107 2677 430 is_linear=0 shrinkage=0.0204111 Tree=8752 num_leaves=4 num_cat=0 split_feature=52 52 15 split_gain=1.88735 1.94266 0.858175 threshold=0.40945500000000007 0.083750000000000005 -0.037639999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026096827124573848 0.00022733497443964344 -0.0079709170579369062 0.019279830640162671 leaf_weight=67.605292478459887 1.51748708605146 14.392518670583739 2.7087956239211044 leaf_count=2089 101 787 127 internal_value=0 -0.00119282 0.0126213 internal_weight=0 81.9978 4.22628 internal_count=3104 2876 228 is_linear=0 shrinkage=0.0204111 Tree=8753 num_leaves=4 num_cat=0 split_feature=12 12 49 split_gain=2.0954 2.14363 2.0528 threshold=0.10042000000000002 0.097345000000000015 -0.16047499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1213870654190323e-05 0.00020775983850089343 0.00030853574969263704 -0.00026923031009006584 leaf_weight=75.338424735987928 1.7390884653432293 4.2919183948324635 6.7829871096046173 leaf_count=2549 23 114 411 internal_value=0 3.71114e-05 -0.00017046 internal_weight=0 79.6303 8.52208 internal_count=3097 2663 434 is_linear=0 shrinkage=0.000400217 Tree=8754 num_leaves=4 num_cat=0 split_feature=1 47 16 split_gain=1.38651 2.00597 1.704 threshold=0.11584000000000001 0.11669500000000001 -0.063769999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050918412770958887 0.011287702438642752 -0.023787026335870553 -0.0021457012058670216 leaf_weight=69.975287430195522 9.1827588757732865 1.4652679210903432 6.7674746020493322 leaf_count=2588 246 66 179 internal_value=0 -0.0010231 0.00561286 internal_weight=0 71.4406 15.9502 internal_count=3079 2654 425 is_linear=0 shrinkage=0.0204111 Tree=8755 num_leaves=3 num_cat=0 split_feature=31 46 split_gain=1.50787 1.43562 threshold=-1.0000000180025095e-35 0.13643000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020200877440906071 -0.0010281731206141294 0.020772513375166515 leaf_weight=1.3513418624388567 82.838434929471077 1.1659768521785725 leaf_count=91 2963 12 internal_value=0 -0.000698333 internal_weight=0 84.0044 internal_count=3066 2975 is_linear=0 shrinkage=0.0204111 Tree=8756 num_leaves=4 num_cat=0 split_feature=147 4 146 split_gain=1.55682 1.76519 0.806675 threshold=0.089245000000000005 -0.078079999999999997 0.082850000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9155374804265014e-05 0.0003066519451622761 -4.7875968268782297e-05 -2.0058233717819366e-05 leaf_weight=25.378928627495952 3.8815379661900797 55.933454995706825 1.7181770473835056 leaf_count=957 107 2049 24 internal_value=0 -8.17308e-06 0.000207978 internal_weight=0 81.3124 5.59972 internal_count=3137 3006 131 is_linear=0 shrinkage=0.000400217 Tree=8757 num_leaves=3 num_cat=0 split_feature=4 160 split_gain=1.52787 1.45132 threshold=0.51195500000000005 -0.40187499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020726817641609802 0.020513827732354897 -0.00021338199139215607 leaf_weight=1.3513121615801527 1.343812728046031 79.777379636781006 leaf_count=236 135 2703 internal_value=0 -0.000583157 internal_weight=0 81.1287 internal_count=3074 2939 is_linear=0 shrinkage=0.0204111 Tree=8758 num_leaves=4 num_cat=0 split_feature=0 48 2 split_gain=1.90714 2.52915 2.51742 threshold=-0.10726999999999999 0.12675000000000003 0.10859000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0041135645945718381 -0.005957971912017585 -0.015794143399038559 0.0048896043214546429 leaf_weight=35.643848324376449 37.856590508083855 2.7625626736989934 11.554029962246203 leaf_count=526 2116 41 448 internal_value=0 0.00263986 -0.00341609 internal_weight=0 38.4064 49.4106 internal_count=3131 567 2564 is_linear=0 shrinkage=0.0204111 Tree=8759 num_leaves=4 num_cat=0 split_feature=2 151 151 split_gain=1.83759 2.62686 1.4898 threshold=0.097925000000000012 -0.084129999999999996 -0.29526499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028698537612993304 -0.00032326108916809254 -1.6073885922371535e-05 8.3050501924263937e-05 leaf_weight=6.478640276322948 1.3988458483181592 44.177363871208399 34.96724453094248 leaf_count=245 26 1917 922 internal_value=0 -5.12786e-05 6.64772e-05 internal_weight=0 50.656 36.3661 internal_count=3110 2162 948 is_linear=0 shrinkage=0.000400217 Tree=8760 num_leaves=4 num_cat=0 split_feature=1 48 160 split_gain=2.00161 3.24451 2.64918 threshold=0.094405000000000003 0.10389000000000002 -0.091109999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022819461072481229 0.0062128514119625736 -0.0078028440236383645 -0.0022917318428845434 leaf_weight=2.6771720498304594 28.238879858738073 8.9822530064266157 43.770989395085053 leaf_count=340 801 146 1819 internal_value=0 0.00281731 -0.00352694 internal_weight=0 37.2211 46.4482 internal_count=3106 947 2159 is_linear=0 shrinkage=0.0204111 Tree=8761 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=2.20988 2.00997 0.591466 threshold=0.40945500000000007 0.18879500000000002 0.41269500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033255162568946486 0.025333527834201265 -0.019985340065529697 0.0084026017687490392 leaf_weight=76.297398221840922 1.3045538094702345 2.1196662769789318 2.677390894474911 leaf_count=2686 18 130 200 internal_value=0 -0.000891518 0.0144906 internal_weight=0 78.4171 3.98194 internal_count=3034 2816 218 is_linear=0 shrinkage=0.0204111 Tree=8762 num_leaves=4 num_cat=0 split_feature=43 11 49 split_gain=2.03435 2.50073 2.07139 threshold=-0.063379999999999978 0.087830000000000005 -0.083294999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012421814815510138 -0.00023735525262267253 -0.00033837993702275668 1.9716367269484662e-07 leaf_weight=30.900897125550955 6.6401769365365899 1.8855290865176346 45.486834260475916 leaf_count=1344 100 41 1584 internal_value=0 9.65533e-05 -3.05072e-05 internal_weight=0 32.7864 52.127 internal_count=3069 1385 1684 is_linear=0 shrinkage=0.000400217 Tree=8763 num_leaves=4 num_cat=0 split_feature=14 3 15 split_gain=1.67625 1.6804 0.441566 threshold=0.073890000000000011 -0.097724999999999992 -0.15160999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012232151382730362 -6.3150946380819065e-05 -7.2788194044175815e-06 -0.00043039735220513751 leaf_weight=21.300578090428644 0.83629117910459205 63.64279633494084 1.5235946273023717 leaf_count=396 17 2624 84 internal_value=0 2.53383e-05 -0.000309009 internal_weight=0 84.9434 2.35989 internal_count=3121 3020 101 is_linear=0 shrinkage=0.000400217 Tree=8764 num_leaves=3 num_cat=0 split_feature=4 160 split_gain=1.28611 1.27435 threshold=-0.5971599999999998 -0.40187499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023221348887736172 -0.020542938374307484 -0.00053552980429856078 leaf_weight=0.82282155338907514 1.2357209332965329 84.255644021221542 leaf_count=9 239 2877 internal_value=0 -0.000851215 internal_weight=0 85.4914 internal_count=3125 3116 is_linear=0 shrinkage=0.0204111 Tree=8765 num_leaves=4 num_cat=0 split_feature=43 474 48 split_gain=1.72952 2.29154 2.23165 threshold=-0.07440999999999999 0.085165000000000018 0.086665000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.2467120464174109e-05 -3.3590465783485744e-05 0.00024289103642263418 0.00030695672769758968 leaf_weight=24.075898289331239 49.488624297178831 5.2043801086965678 7.0747518730604488 leaf_count=1005 1720 142 215 internal_value=0 -6.83905e-06 0.000111158 internal_weight=0 54.693 31.1507 internal_count=3082 1862 1220 is_linear=0 shrinkage=0.000400217 Tree=8766 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=1.88293 4.06352 1.48659 threshold=0.087515000000000023 -0.074179999999999982 0.081905000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021700584579518694 7.9355079671361348e-05 4.9834368521834662e-05 -6.555185534260883e-05 leaf_weight=18.722232283645781 34.124230379428809 17.694608296560546 16.855703433138842 leaf_count=1419 994 379 295 internal_value=0 -8.75953e-05 3.14052e-05 internal_weight=0 36.4168 50.9799 internal_count=3087 1798 1289 is_linear=0 shrinkage=0.000400217 Tree=8767 num_leaves=4 num_cat=0 split_feature=158 124 129 split_gain=1.76528 1.72672 1.71673 threshold=0.085745000000000002 -1.0000000180025095e-35 0.089775000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.2744407852451344e-05 0.00022632038794377304 -0.00034531730108681248 -0.00037459123631995353 leaf_weight=82.124848001572673 0.98449072008952487 3.9630129130523519 1.6675924921746617 leaf_count=2604 37 279 161 internal_value=0 -0.000229077 1.43475e-05 internal_weight=0 4.9475 83.7924 internal_count=3081 316 2765 is_linear=0 shrinkage=0.000400217 Tree=8768 num_leaves=4 num_cat=0 split_feature=150 4 151 split_gain=1.63633 2.91023 2.13557 threshold=0.082085000000000019 0.0019650000000000002 -0.12074999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018934664899605061 -0.0026795166474010931 0.012913031767767888 0.00027858825346053362 leaf_weight=2.3887259351231469 8.7286303000037169 11.420435332765917 66.49294070117935 leaf_count=76 243 173 2611 internal_value=0 0.00618082 -0.000417349 internal_weight=0 20.1491 68.8817 internal_count=3103 416 2687 is_linear=0 shrinkage=0.0204111 Tree=8769 num_leaves=4 num_cat=0 split_feature=1447 51 15 split_gain=1.96122 1.94391 0.151559 threshold=-0.086059999999999984 -0.09021499999999999 -0.11063999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023401037843684368 0.0064492552763442809 -0.0023877921788991708 0.010210066510680871 leaf_weight=1.1686950975563379 12.006409159457688 71.867578348432289 0.91703123197339564 leaf_count=8 399 2622 88 internal_value=0 -0.00111587 0.018417 internal_weight=0 83.874 2.08573 internal_count=3117 3021 96 is_linear=0 shrinkage=0.0204111 Tree=8770 num_leaves=4 num_cat=0 split_feature=0 0 49 split_gain=2.15828 1.87871 0.676199 threshold=-0.23031999999999997 -0.07087499999999998 -0.065679999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.3702108051955211e-05 -6.4277266968661433e-05 6.5194360254952835e-05 0.00026157314221475259 leaf_weight=3.1304482427658513 45.805474285798027 29.36636560126135 6.3673651573335501 leaf_count=26 2193 789 86 internal_value=0 -1.36766e-05 0.000187735 internal_weight=0 75.1718 9.49781 internal_count=3094 2982 112 is_linear=0 shrinkage=0.000400217 Tree=8771 num_leaves=4 num_cat=0 split_feature=13 13 1 split_gain=1.87856 4.97104 2.9196 threshold=-0.083999999999999977 -0.084169999999999981 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017212200017489427 -0.010515094828943359 0.040020645421486083 -3.1498005329878464e-06 leaf_weight=25.067221960533065 14.62464561857132 1.385064993673949 43.499638095241608 leaf_count=904 1075 15 1115 internal_value=0 0.00388685 -0.00266319 internal_weight=0 26.4523 58.1243 internal_count=3109 919 2190 is_linear=0 shrinkage=0.0204111 Tree=8772 num_leaves=4 num_cat=0 split_feature=3 1 43 split_gain=2.10266 1.63273 1.10433 threshold=-0.15442999999999998 0.099515000000000006 -0.19537999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021925371154788594 -0.0025702928969737176 0.0034290277455048708 0.005660780275560137 leaf_weight=2.3745648954973149 47.551220239758322 31.205192640762107 6.2055151257800372 leaf_count=24 2208 713 175 internal_value=0 -0.000191724 0.0103865 internal_weight=0 78.7564 8.58008 internal_count=3120 2921 199 is_linear=0 shrinkage=0.0204111 Tree=8773 num_leaves=3 num_cat=0 split_feature=1375 104 split_gain=2.41929 1.47578 threshold=-0.43271999999999994 0.086250000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026711542417220069 0.0013947474922364679 -0.018762506823439259 leaf_weight=1.2197731890237253 81.084694830561602 1.4302466956287379 leaf_count=15 3041 36 internal_value=0 0.00102041 internal_weight=0 82.5149 internal_count=3092 3077 is_linear=0 shrinkage=0.0204111 Tree=8774 num_leaves=3 num_cat=0 split_feature=1452 52 split_gain=2.05112 2.06065 threshold=1.0000000180025095e-35 -0.24600999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012487467682111378 -0.023049428531045853 0.00095649457619297528 leaf_weight=4.9498121894685019 1.5101918713944531 76.973317579365585 leaf_count=322 153 2584 internal_value=0 0.000128272 internal_weight=0 81.9231 internal_count=3059 2906 is_linear=0 shrinkage=0.0204111 Tree=8775 num_leaves=4 num_cat=0 split_feature=15 1 159 split_gain=2.52779 3.58991 2.63048 threshold=-0.076594999999999983 0.085880000000000026 0.10908500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036546727769252703 6.913670100137626e-05 -2.2325137105766567e-05 -0.00041892331139386894 leaf_weight=5.9243417355519368 54.6487482204559 25.658985459786891 1.7173109844488852 leaf_count=463 1935 578 117 internal_value=0 -8.77548e-05 5.34659e-05 internal_weight=0 31.5833 56.3661 internal_count=3093 1041 2052 is_linear=0 shrinkage=0.000400217 Tree=8776 num_leaves=3 num_cat=0 split_feature=52 47 split_gain=1.3438 1.45766 threshold=0.64160000000000006 0.13469 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00066010155568822304 0.017939669223873946 -0.016714974421965706 leaf_weight=80.417227684460613 1.4566316693089891 2.3156328247168849 leaf_count=3034 19 48 internal_value=0 -0.00113145 internal_weight=0 82.7329 internal_count=3101 3082 is_linear=0 shrinkage=0.0204111 Tree=8777 num_leaves=4 num_cat=0 split_feature=14 156 3 split_gain=1.59481 1.59448 0.415055 threshold=0.073890000000000011 0.11659000000000001 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9797782088927104e-05 -0.00047939923771094352 -0.0004023066096032835 -0.00010710881605855533 leaf_weight=85.424317122970706 1.1202527562018079 1.2784244571503212 0.91874124468085838 leaf_count=2873 70 120 26 internal_value=0 2.29158e-05 -0.000325958 internal_weight=0 86.7027 2.03899 internal_count=3089 2993 96 is_linear=0 shrinkage=0.000400217 Tree=8778 num_leaves=4 num_cat=0 split_feature=1 4 38 split_gain=1.66094 2.77034 1.38317 threshold=0.10100500000000003 -0.080934999999999993 0.084445000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.6437229628355421e-05 8.8907339766885601e-05 -0.00011877322248954553 -0.00027664634985163623 leaf_weight=20.991123211669674 29.417434979928661 33.360982648431445 1.648982680751941 leaf_count=717 756 1566 31 internal_value=0 -4.72543e-05 6.85802e-05 internal_weight=0 54.3521 31.0664 internal_count=3070 2283 787 is_linear=0 shrinkage=0.000400217 Tree=8779 num_leaves=4 num_cat=0 split_feature=15 1 104 split_gain=1.77974 1.60107 1.39784 threshold=0.10097000000000002 0.11026000000000001 0.087185000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001147494891913684 -0.022836741472111861 0.00070410740909337087 -0.020396283362766075 leaf_weight=76.829679115016688 2.4918237982819837 2.2262603396666236 1.1637073494421191 leaf_count=2685 268 40 26 internal_value=0 -0.01197 0.000797271 internal_weight=0 4.71808 77.9934 internal_count=3019 308 2711 is_linear=0 shrinkage=0.0204111 Tree=8780 num_leaves=4 num_cat=0 split_feature=52 133 133 split_gain=2.00169 2.76354 1.87657 threshold=-0.092854999999999979 -0.081654999999999991 0.10654500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01523423799039691 0.0025596290345103788 -0.010966437906654164 -0.016030005032977853 leaf_weight=1.8890219806135053 68.883689055496006 10.551042956087256 2.2283772234331982 leaf_count=65 2034 536 383 internal_value=0 -0.00688747 0.00195282 internal_weight=0 12.4401 71.1121 internal_count=3018 601 2417 is_linear=0 shrinkage=0.0204111 Tree=8781 num_leaves=4 num_cat=0 split_feature=13 39 15 split_gain=1.82755 2.58511 2.47981 threshold=-0.10462499999999998 0.0047850000000000011 -0.19153499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023192871850912099 -6.2498511129710643e-05 0.000147484954393991 0.00018768585412413594 leaf_weight=2.5991150652953392 58.913835845991571 11.058559227050862 13.648160224465753 leaf_count=86 2453 316 217 internal_value=0 -2.91298e-05 0.000119431 internal_weight=0 69.9724 16.2473 internal_count=3072 2769 303 is_linear=0 shrinkage=0.000400217 Tree=8782 num_leaves=4 num_cat=0 split_feature=39 457 49 split_gain=1.56279 2.6536 2.0328 threshold=0.0047850000000000011 0.084485000000000018 -0.047409999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0028821161094680675 0.008038341166567228 -0.020781793443507616 -0.0048591903740762676 leaf_weight=19.290123617245627 11.806316437665371 1.3903425608295936 52.107821118954462 leaf_count=282 320 43 2434 internal_value=0 0.00485268 -0.00276643 internal_weight=0 13.1967 71.3979 internal_count=3079 363 2716 is_linear=0 shrinkage=0.0204111 Tree=8783 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=1.65343 1.65315 threshold=0.090240000000000015 -0.083139999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030012101659244214 -0.00033229206219818961 4.5650858139849516e-05 leaf_weight=2.1663775605939 1.8855611524450058 80.844480994143623 leaf_count=275 65 2770 internal_value=0 3.6235e-05 internal_weight=0 83.0109 internal_count=3110 3045 is_linear=0 shrinkage=0.000400217 Tree=8784 num_leaves=4 num_cat=0 split_feature=14 3 14 split_gain=2.03186 1.72271 0.198015 threshold=0.073890000000000011 -0.10643499999999999 0.079785000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0042176416543325398 -0.031298925324373734 -0.0029584751127874061 -0.014941619505711311 leaf_weight=17.939857837473028 0.6560384655604129 61.100498900583034 1.2999283409399138 leaf_count=328 26 2690 81 internal_value=0 -0.00132604 -0.0218255 internal_weight=0 79.0404 1.95597 internal_count=3125 3018 107 is_linear=0 shrinkage=0.0204111 Tree=8785 num_leaves=4 num_cat=0 split_feature=43 52 43 split_gain=1.94441 2.78071 2.4235 threshold=-0.27860999999999997 0.11110500000000002 -0.27157999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043529591682977902 0.00050603394466976453 0.0002303000256830639 8.2796435592679983e-06 leaf_weight=3.342312091385792 1.4863926048856217 1.3356529484935888 79.54217580217869 leaf_count=122 7 28 2970 internal_value=0 -0.000244314 1.80962e-05 internal_weight=0 4.67797 81.0286 internal_count=3127 150 2977 is_linear=0 shrinkage=0.000400217 Tree=8786 num_leaves=4 num_cat=0 split_feature=1 13 146 split_gain=1.77955 2.50957 1.7021 threshold=0.11584000000000001 -0.5318799999999998 0.085665000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051409829761408013 0.0001819294355150787 2.6127565099918865e-06 -0.00025474791248053269 leaf_weight=1.4267746546538536 14.344806703484208 69.755336015379498 1.4886486582108762 leaf_count=12 417 2680 15 internal_value=0 -8.53533e-06 0.000139373 internal_weight=0 71.1821 15.8335 internal_count=3124 2692 432 is_linear=0 shrinkage=0.000400217 Tree=8787 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=2.2402 1.87691 threshold=-0.43271999999999994 -0.0043149999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047443947490814992 -0.00013754934561799543 4.2519914615009465e-05 leaf_weight=1.3848987477404069 10.517682021731614 72.540596277016448 leaf_count=17 813 2250 internal_value=0 1.95632e-05 internal_weight=0 83.0583 internal_count=3080 3063 is_linear=0 shrinkage=0.000400217 Tree=8788 num_leaves=3 num_cat=0 split_feature=1374 158 split_gain=1.46986 1.50518 threshold=-0.094679999999999986 0.10858500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015249497094554641 0.001257198405974339 -0.02012720595561655 leaf_weight=2.3034595831122706 82.12548199510411 1.2827705183940441 leaf_count=52 2841 147 internal_value=0 0.000901777 internal_weight=0 83.4083 internal_count=3040 2988 is_linear=0 shrinkage=0.0204111 Tree=8789 num_leaves=3 num_cat=0 split_feature=52 148 split_gain=1.54488 1.6235 threshold=-0.51586999999999994 -0.082084999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038157663865523526 -0.00022060090936949217 4.554218550579133e-05 leaf_weight=1.3478345229887043 3.7329570817673803 82.056753952907457 leaf_count=222 97 2774 internal_value=0 3.36891e-05 internal_weight=0 85.7897 internal_count=3093 2871 is_linear=0 shrinkage=0.000400217 Tree=8790 num_leaves=4 num_cat=0 split_feature=2 0 43 split_gain=2.79958 3.46218 1.99341 threshold=0.092120000000000021 -0.060024999999999995 0.067265000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016410208068695921 1.4123222437788917e-05 9.9867143058855626e-05 0.0002383901357813715 leaf_weight=29.178862993684334 35.524971689285849 10.841654653377189 7.6220154764241661 leaf_count=1641 1045 203 169 internal_value=0 -9.25131e-05 5.4255e-05 internal_weight=0 40.0205 43.147 internal_count=3058 1844 1214 is_linear=0 shrinkage=0.000400217 Tree=8791 num_leaves=4 num_cat=0 split_feature=2 149 0 split_gain=1.66789 2.43118 0.051079 threshold=0.153865 0.11108000000000001 -0.023879999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2447547129913848e-06 0.00022809277626230595 -0.00058486443475063441 0.00040936967037665347 leaf_weight=82.606355993292709 1.1514354350874785 1.0719649375823781 1.0396040355935827 leaf_count=2943 70 19 29 internal_value=0 -1.5416e-05 0.000329826 internal_weight=0 83.6783 2.19104 internal_count=3061 2962 99 is_linear=0 shrinkage=0.000400217 Tree=8792 num_leaves=4 num_cat=0 split_feature=4 0 0 split_gain=2.15665 1.67805 1.62745 threshold=-0.40515499999999993 0.037885000000000009 0.084675000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025607316710205153 0.00053612295301276884 0.011859481776558845 -0.0040274060166302986 leaf_weight=1.9528561252227508 71.753786628054741 5.7900422754937599 5.1256767093291273 leaf_count=80 2803 89 115 internal_value=0 0.0013975 -0.010287 internal_weight=0 77.5438 7.07853 internal_count=3087 2892 195 is_linear=0 shrinkage=0.0204111 Tree=8793 num_leaves=4 num_cat=0 split_feature=401 151 393 split_gain=1.23214 1.41604 0.628527 threshold=0.079655000000000017 -0.084129999999999996 0.087295000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010819706695136606 -0.0003515545666396412 3.9392578212644226e-05 0.0001654362834474074 leaf_weight=12.060528408968819 2.033657367162959 71.986022648256494 0.38708621691330325 leaf_count=334 267 2448 18 internal_value=0 1.8098e-05 -0.000265227 internal_weight=0 84.0466 2.42074 internal_count=3067 2782 285 is_linear=0 shrinkage=0.000400217 Tree=8794 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=1.45934 5.28453 2.20115 threshold=0.086425000000000016 -0.063819999999999988 -0.23031999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011231384256636645 -0.013228474635417972 0.010606272619801868 0.00039330265250118904 leaf_weight=8.8492927746701735 10.942162101619035 5.8667047768831244 60.675531679207779 leaf_count=82 294 93 2575 internal_value=0 -0.00489443 0.00178864 internal_weight=0 16.8089 69.5248 internal_count=3044 387 2657 is_linear=0 shrinkage=0.0204111 Tree=8795 num_leaves=4 num_cat=0 split_feature=43 4 457 split_gain=1.93412 3.00504 2.3556 threshold=-0.063379999999999978 -0.22295999999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0061018407442003219 -0.013177956613664991 -1.191778152562517e-05 -0.011493849632114026 leaf_weight=28.910934996979904 8.4859544709943275 45.140205685527917 3.4543551240167281 leaf_count=1226 199 1535 151 internal_value=0 -0.00211847 0.0041907 internal_weight=0 53.6262 32.3653 internal_count=3111 1734 1377 is_linear=0 shrinkage=0.0204111 Tree=8796 num_leaves=3 num_cat=0 split_feature=124 43 split_gain=1.93831 1.68188 threshold=0.10385500000000002 0.25537500000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037426407266566062 0.016419133642188128 -0.021502645764898257 leaf_weight=79.127621641865517 2.7087383244652292 1.4895347218478026 leaf_count=2854 38 168 internal_value=0 -0.000793928 internal_weight=0 80.6172 internal_count=3060 3022 is_linear=0 shrinkage=0.0204111 Tree=8797 num_leaves=4 num_cat=0 split_feature=15 43 158 split_gain=2.14276 4.08071 1.76506 threshold=0.084050000000000014 -0.19537999999999997 0.084965000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.54971021367965e-05 0.00017581556089082181 -0.00037389158872713703 -0.00022393566500710185 leaf_weight=69.426670447389142 3.2430500761147414 6.0741726484434349 4.3593326156142203 leaf_count=1812 82 951 231 internal_value=0 -0.000182739 1.98535e-05 internal_weight=0 9.31722 73.786 internal_count=3076 1033 2043 is_linear=0 shrinkage=0.000400217 Tree=8798 num_leaves=4 num_cat=0 split_feature=1456 1 150 split_gain=1.62953 1.68554 0.287836 threshold=-1.0000000180025095e-35 0.12700000000000003 0.099155000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040323236887836969 -1.5038685197495516e-05 0.00018485060052683734 3.1881079200514928e-06 leaf_weight=1.7926043538986953 75.147070225014431 7.3115291083377079 0.32499758526682843 leaf_count=287 2513 268 4 internal_value=0 2.91194e-06 -0.00034383 internal_weight=0 82.4586 2.1176 internal_count=3072 2781 291 is_linear=0 shrinkage=0.000400217 Tree=8799 num_leaves=4 num_cat=0 split_feature=1213 4 475 split_gain=2.44793 1.96596 0.858511 threshold=-1.0000000180025095e-35 -0.22295999999999996 -0.084374999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028733388835252031 -0.00012087801857996853 4.7407525577998869e-05 -0.00040288099609595164 leaf_weight=0.24143550638109479 13.004858709537073 72.979464542206188 2.7650643725482942 leaf_count=3 243 2409 473 internal_value=0 2.18308e-05 -0.000339127 internal_weight=0 85.9843 3.0065 internal_count=3128 2652 476 is_linear=0 shrinkage=0.000400217 Tree=8800 num_leaves=4 num_cat=0 split_feature=0 2 15 split_gain=1.72874 1.72477 1.27795 threshold=-0.23031999999999997 0.097360000000000016 -0.075609999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9171998351905493e-05 -6.8279258942349525e-05 5.3446309371942245e-05 0.0003403935854687647 leaf_weight=6.7734610135375988 45.430122846338691 31.464815505040178 3.6783830405329336 leaf_count=70 2107 920 48 internal_value=0 -1.84648e-05 0.000154185 internal_weight=0 76.8949 10.4518 internal_count=3145 3027 118 is_linear=0 shrinkage=0.000400217 Tree=8801 num_leaves=4 num_cat=0 split_feature=47 12 3 split_gain=1.79271 2.57451 2.4251 threshold=0.086425000000000016 0.10042000000000002 -0.10643499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0037333386192202863 0.010800771056504684 -0.0088052983519971151 -0.0088532342980128988 leaf_weight=64.198541820931723 3.1484559589880545 7.5250112202047594 13.301000448200282 leaf_count=2307 34 360 354 internal_value=0 0.00240615 -0.00504383 internal_weight=0 71.7236 16.4495 internal_count=3055 2667 388 is_linear=0 shrinkage=0.0204111 Tree=8802 num_leaves=4 num_cat=0 split_feature=0 16 47 split_gain=1.80248 3.03525 2.01709 threshold=-0.23031999999999997 -0.095609999999999987 0.10783500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010568177400397526 -4.0824380540086768e-05 0.00032067841670876978 0.00016072247829894166 leaf_weight=4.2829074033652432 63.470551388606282 6.8186140021134616 8.9797476897620054 leaf_count=68 2795 54 178 internal_value=0 0.000156778 -1.56345e-05 internal_weight=0 11.1015 72.4503 internal_count=3095 122 2973 is_linear=0 shrinkage=0.000400217 Tree=8803 num_leaves=3 num_cat=0 split_feature=0 128 split_gain=2.41939 1.95959 threshold=0.21217000000000003 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018778261478330305 -0.020310385971922952 -0.018264556331733333 leaf_weight=82.838260286064042 2.0838226761989054 1.9508435152720256 leaf_count=2836 22 227 internal_value=0 0.00139091 internal_weight=0 84.7891 internal_count=3085 3063 is_linear=0 shrinkage=0.0204111 Tree=8804 num_leaves=4 num_cat=0 split_feature=12 12 3 split_gain=1.66818 2.4123 2.22952 threshold=0.099610000000000018 0.097345000000000015 -0.22004999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012908683732698321 0.01577243071813331 0.017497750943371512 -0.012574358579889235 leaf_weight=73.081669843257714 1.2535447564441708 3.2723007785643849 7.8669543805710855 leaf_count=2571 28 95 411 internal_value=0 0.000650862 -0.00853427 internal_weight=0 76.354 9.1205 internal_count=3105 2666 439 is_linear=0 shrinkage=0.0204111 Tree=8805 num_leaves=4 num_cat=0 split_feature=0 1 13 split_gain=2.36086 2.97681 2.20287 threshold=-0.074479999999999977 1.0000000180025095e-35 -0.5318799999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021225489148295226 -0.00048671996436412695 4.7705836899712039e-06 0.00010255721471437264 leaf_weight=13.391968251800561 0.93858716331305814 40.418711967737181 33.185924625787266 leaf_count=1251 9 917 946 internal_value=0 -4.95696e-05 8.48105e-05 internal_weight=0 53.8107 34.1245 internal_count=3123 2168 955 is_linear=0 shrinkage=0.000400217 Tree=8806 num_leaves=4 num_cat=0 split_feature=49 3 49 split_gain=1.87999 4.38345 2.43815 threshold=-0.085014999999999993 -0.0020499999999999997 -0.081554999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029341131681901605 0.019499991277564396 -0.022559633595442601 0.0011501738159913116 leaf_weight=7.2940800353462691 3.037549764791037 4.4363279629797017 72.105051195681881 leaf_count=145 46 55 2852 internal_value=0 -0.00682952 0.00191985 internal_weight=0 11.7304 75.1426 internal_count=3098 200 2898 is_linear=0 shrinkage=0.0204111 Tree=8807 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=1.569 1.98335 threshold=1.0000000180025095e-35 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00019946230523040564 -0.016223621254271278 0.019835740448138416 leaf_weight=81.243800643184613 2.3505308625899479 1.9999693181889586 leaf_count=2927 59 111 internal_value=0 0.00030789 internal_weight=0 83.2438 internal_count=3097 3038 is_linear=0 shrinkage=0.0204111 Tree=8808 num_leaves=4 num_cat=0 split_feature=1 3 151 split_gain=2.45586 2.43082 2.31331 threshold=0.10384000000000002 -0.11550499999999998 -0.27559499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7889505755235256e-05 -0.00042153337210570316 -0.00010213705221718358 0.00011421971308567848 leaf_weight=12.580211881389912 1.2463916373963027 41.761510604173054 27.199268538686738 leaf_count=222 21 2132 666 internal_value=0 -5.57245e-05 8.91841e-05 internal_weight=0 54.3417 28.4457 internal_count=3041 2354 687 is_linear=0 shrinkage=0.000400217 Tree=8809 num_leaves=4 num_cat=0 split_feature=1 14 52 split_gain=2.57685 2.96972 0.186133 threshold=0.13662500000000002 0.077685000000000018 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010319842987498542 0.0093143027732879944 -0.026039969376882126 0.020027773440722756 leaf_weight=77.367521453806376 1.3055181142917716 1.6138066140820218 2.7460440505201396 leaf_count=2853 67 96 109 internal_value=0 0.000442749 0.0169189 internal_weight=0 78.9813 4.05156 internal_count=3125 2949 176 is_linear=0 shrinkage=0.0204111 Tree=8810 num_leaves=4 num_cat=0 split_feature=16 160 13 split_gain=2.10552 2.58286 2.17797 threshold=-0.008179999999999998 -0.081204999999999986 0.15312500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019386398582656543 0.013091115412741073 0.00025564280751571645 -0.019872545274396743 leaf_weight=45.838294888376595 8.6799524289453966 25.421692227053427 2.897444466644628 leaf_count=1917 199 856 128 internal_value=0 0.00355483 -0.00304796 internal_weight=0 34.1016 48.7357 internal_count=3100 1055 2045 is_linear=0 shrinkage=0.0204111 Tree=8811 num_leaves=4 num_cat=0 split_feature=13 39 15 split_gain=1.8263 2.80247 1.51238 threshold=-0.10462499999999998 0.0047850000000000011 -0.19153499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016069988638469455 -4.1555473701828615e-05 0.00018347557376994112 0.0001831519450225122 leaf_weight=2.2803245819195608 58.731696646650562 10.324778648191566 15.065566683975701 leaf_count=83 2443 310 226 internal_value=0 -7.66807e-06 0.000137208 internal_weight=0 69.0565 17.3459 internal_count=3062 2753 309 is_linear=0 shrinkage=0.000400217 Tree=8812 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=2.09556 3.71019 3.25122 threshold=1.0000000180025095e-35 0.091695000000000013 0.086425000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.185034635806672e-05 0.00010442955063456964 -0.00049184094708891761 -0.00011062987312508946 leaf_weight=23.95644735961196 43.22477650876499 3.0726673384324377 15.110314475045014 leaf_count=1273 1230 316 302 internal_value=0 -8.59554e-05 4.86183e-05 internal_weight=0 27.0291 58.3351 internal_count=3121 1589 1532 is_linear=0 shrinkage=0.000400217 Tree=8813 num_leaves=4 num_cat=0 split_feature=483 13 1 split_gain=2.359 1.58896 0.22573 threshold=-1.0000000180025095e-35 -0.53287499999999988 0.10495000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000444388102611879 -0.00030934312802550183 4.0687749178204227e-05 -0.00014336136376886903 leaf_weight=1.6511795224059818 2.0195266430964685 83.003758128461413 0.70150814268345119 leaf_count=193 35 2814 35 internal_value=0 3.19777e-05 -0.000365221 internal_weight=0 85.0233 2.35269 internal_count=3077 2849 228 is_linear=0 shrinkage=0.000400217 Tree=8814 num_leaves=3 num_cat=0 split_feature=31 8 split_gain=1.74102 1.65983 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020338884454992691 -0.0010849832621461677 0.014944911532805924 leaf_weight=1.5818518821542955 82.001245914486617 2.6704989505469703 leaf_count=91 2949 70 internal_value=0 -0.00056034 internal_weight=0 84.6717 internal_count=3110 3019 is_linear=0 shrinkage=0.0204111 Tree=8815 num_leaves=3 num_cat=0 split_feature=1374 3 split_gain=2.52928 2.14595 threshold=-0.094679999999999986 -0.48702499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019332973915986845 -0.021128811065330381 0.0013136497764840087 leaf_weight=2.5689104603370643 1.7035915424930852 79.740204978114207 leaf_count=53 28 3032 internal_value=0 0.000815849 internal_weight=0 81.4438 internal_count=3113 3060 is_linear=0 shrinkage=0.0204111 Tree=8816 num_leaves=4 num_cat=0 split_feature=13 16 1 split_gain=1.76025 2.11122 2.10648 threshold=-0.10462499999999998 -0.24404999999999996 0.087515000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014274466715727638 -0.006481448593282744 -0.00062410042654816977 0.001028105749611643 leaf_weight=6.7391741138999377 25.081697446875751 9.3773409804725798 40.639092174370489 leaf_count=108 1638 199 1104 internal_value=0 0.00566129 -0.00184399 internal_weight=0 16.1165 65.7208 internal_count=3049 307 2742 is_linear=0 shrinkage=0.0204111 Tree=8817 num_leaves=4 num_cat=0 split_feature=15 0 130 split_gain=2.71242 3.9386 1.66243 threshold=0.079530000000000017 0.10483000000000002 -0.084569999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037401779044004087 -0.00024364612338447788 0.0004802992499162658 4.7280628706449879e-05 leaf_weight=1.4206878000404675 10.819408746634961 1.2479797015257634 72.940639506731941 leaf_count=45 1106 16 1913 internal_value=0 -0.00016505 3.86814e-05 internal_weight=0 12.0674 74.3613 internal_count=3080 1122 1958 is_linear=0 shrinkage=0.000400217 Tree=8818 num_leaves=4 num_cat=0 split_feature=1213 475 52 split_gain=1.7888 1.63103 1.62368 threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.092264999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01769176564380746 -0.0061874894814001984 -0.021534540393611194 0.0016760443011044903 leaf_weight=0.44094483554363284 12.910374004753065 2.5611628751762501 68.297151018688282 leaf_count=2 573 468 2041 internal_value=0 -0.0153441 0.000419101 internal_weight=0 3.00211 81.2075 internal_count=3084 470 2614 is_linear=0 shrinkage=0.0204111 Tree=8819 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.64399 2.74582 threshold=-0.5318799999999998 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014818738347916803 0.02338944721679714 0.0011770180596388756 leaf_weight=2.4387036800035267 2.2763570274109943 80.115129462991035 leaf_count=36 32 3015 internal_value=0 0.00182162 internal_weight=0 82.3915 internal_count=3083 3047 is_linear=0 shrinkage=0.0204111 Tree=8820 num_leaves=3 num_cat=0 split_feature=39 123 split_gain=1.92548 1.97457 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029838370255355086 -1.4702125263023836e-05 0.00021429643524350695 leaf_weight=3.4066730857011853 73.224753543434417 6.4596439253873532 leaf_count=74 2798 232 internal_value=0 4.13637e-06 internal_weight=0 79.6844 internal_count=3104 3030 is_linear=0 shrinkage=0.000400217 Tree=8821 num_leaves=4 num_cat=0 split_feature=43 43 48 split_gain=2.03911 2.64577 2.42658 threshold=-0.06705499999999999 -0.00051499999999999994 0.086410000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.3656910253017968e-05 -0.00033637278606210244 -1.4430599451161499e-05 0.00026992359116595097 leaf_weight=26.833413025177833 4.3542201564869165 48.52952420998804 8.3183944079573831 leaf_count=1124 613 1122 226 internal_value=0 -4.15926e-05 8.2606e-05 internal_weight=0 52.8837 35.1518 internal_count=3085 1735 1350 is_linear=0 shrinkage=0.000400217 Tree=8822 num_leaves=3 num_cat=0 split_feature=4 483 split_gain=1.51085 1.69852 threshold=0.51195500000000005 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00015269836112097098 0.020397762378945836 -0.012924386367741961 leaf_weight=78.376074077140856 1.3495517023184209 4.2564445040511592 leaf_count=2642 136 328 internal_value=0 -0.000537487 internal_weight=0 82.6325 internal_count=3106 2970 is_linear=0 shrinkage=0.0204111 Tree=8823 num_leaves=4 num_cat=0 split_feature=14 156 15 split_gain=1.74015 1.63722 0.528823 threshold=0.073890000000000011 -1.0000000180025095e-35 -0.20388499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038684004481063855 -2.8236024840064479e-05 5.3968283032534959e-05 -0.00042816794252639972 leaf_weight=1.2611706493944428 0.81039166823029551 83.086225778285097 1.5128797829001985 leaf_count=155 7 2795 99 internal_value=0 4.68732e-05 -0.000296378 internal_weight=0 84.3474 2.32327 internal_count=3056 2950 106 is_linear=0 shrinkage=0.000400217 Tree=8824 num_leaves=3 num_cat=0 split_feature=1373 151 split_gain=1.57831 1.56696 threshold=0.099250000000000019 -0.52054499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0216622142343109 -0.022339425516226023 0.00094623373377290582 leaf_weight=1.1846530353814149 1.1548395053177944 85.408612284102446 leaf_count=49 26 3050 internal_value=0 0.000609361 internal_weight=0 86.5933 internal_count=3125 3099 is_linear=0 shrinkage=0.0204111 Tree=8825 num_leaves=3 num_cat=0 split_feature=146 1373 split_gain=1.87119 1.64872 threshold=0.089495000000000005 0.099250000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00080628267138991531 -0.02339456430059017 -0.023819080799942736 leaf_weight=81.732894597451377 1.2802964635193337 1.0366692444003991 leaf_count=3035 21 24 internal_value=0 0.000466094 internal_weight=0 82.7696 internal_count=3080 3059 is_linear=0 shrinkage=0.0204111 Tree=8826 num_leaves=4 num_cat=0 split_feature=14 15 0 split_gain=1.53087 2.40887 1.83309 threshold=-0.13131999999999996 -0.23798499999999997 -0.13409999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041440400809152745 0.00039588149903152091 7.2855577528134788e-06 8.6788138933603808e-05 leaf_weight=2.7752401224861387 2.5270125118477145 80.56173836858261 1.9084113087665162 leaf_count=40 153 2830 98 internal_value=0 1.96209e-05 -0.000212929 internal_weight=0 83.0888 4.68365 internal_count=3121 2983 138 is_linear=0 shrinkage=0.000400217 Tree=8827 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=1.33853 1.67535 threshold=-0.094679999999999986 0.075065000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013941844528216538 -0.0010019952217216101 0.006088088603571907 leaf_weight=2.6481702792807473 65.152549439083032 17.525781040774746 leaf_count=56 2672 362 internal_value=0 0.00050713 internal_weight=0 82.6783 internal_count=3090 3034 is_linear=0 shrinkage=0.0204111 Tree=8828 num_leaves=4 num_cat=0 split_feature=1 3 447 split_gain=2.32386 3.91515 1.88158 threshold=0.099470000000000017 0.10131000000000003 0.086460000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.004722449055364202 0.0060855903320119475 0.011418047380183838 -0.014083060547299325 leaf_weight=43.018249067820534 28.586525102604359 7.2156576533961916 1.9609282412930031 leaf_count=2179 752 64 65 internal_value=0 -0.00238377 0.0047442 internal_weight=0 50.2339 30.5475 internal_count=3060 2243 817 is_linear=0 shrinkage=0.0204111 Tree=8829 num_leaves=3 num_cat=0 split_feature=1375 1447 split_gain=1.82654 1.57964 threshold=-0.43271999999999994 -0.086059999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048213522191674926 0.00034773503389562638 5.7868908189871381e-06 leaf_weight=1.0895358780835511 2.1108447687965954 81.782497221617177 leaf_count=14 98 2946 internal_value=0 1.48427e-05 internal_weight=0 83.8933 internal_count=3058 3044 is_linear=0 shrinkage=0.000400217 Tree=8830 num_leaves=4 num_cat=0 split_feature=52 3 13 split_gain=2.762 2.14712 1.72603 threshold=-0.27269499999999997 -0.51464499999999991 0.077550000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021058381949374282 0.00050101198594243066 -0.02093280203897491 0.0085621971914281707 leaf_weight=0.49714723229408253 70.626185985247957 3.5289754961595454 13.01342075937009 leaf_count=1 2531 345 281 internal_value=0 -0.0153182 0.00176502 internal_weight=0 4.02612 83.6396 internal_count=3158 346 2812 is_linear=0 shrinkage=0.0204111 Tree=8831 num_leaves=4 num_cat=0 split_feature=11 48 3 split_gain=1.67768 1.94063 1.62408 threshold=0.081005000000000008 0.081520000000000023 -0.10643499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014554356402521674 2.2241689593006907e-06 -0.00046360521074016725 4.3379157424194331e-06 leaf_weight=15.876311904508837 3.4674331769019764 2.3275361943196913 70.94758034329675 leaf_count=223 140 41 2695 internal_value=0 -0.000190116 3.03125e-05 internal_weight=0 5.79497 86.8239 internal_count=3099 181 2918 is_linear=0 shrinkage=0.000400217 Tree=8832 num_leaves=4 num_cat=0 split_feature=51 48 4 split_gain=1.6649 2.41625 1.85328 threshold=0.085655000000000023 0.093225000000000016 0.27150500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.1418367902846887e-05 -6.7090554444695531e-06 0.00030733255217555111 0.0001105750486185864 leaf_weight=57.451422350977737 10.674997712339975 6.0892863432927689 12.047021995414978 leaf_count=2312 328 119 352 internal_value=0 0.000108642 -3.14747e-05 internal_weight=0 16.7643 69.4984 internal_count=3111 447 2664 is_linear=0 shrinkage=0.000400217 Tree=8833 num_leaves=3 num_cat=0 split_feature=1444 4 split_gain=1.69309 1.7842 threshold=-0.084559999999999982 0.0019650000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042738240702063754 -5.515774089735707e-05 6.1648470741971123e-05 leaf_weight=1.3905889761372225 45.257312501623801 38.798222085030375 leaf_count=29 2129 951 internal_value=0 -1.23222e-06 internal_weight=0 84.0555 internal_count=3109 3080 is_linear=0 shrinkage=0.000400217 Tree=8834 num_leaves=4 num_cat=0 split_feature=48 48 0 split_gain=2.13173 3.49216 2.25719 threshold=0.085835000000000009 0.093225000000000016 -0.23031999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029174571991473687 -0.00030938425755561323 1.610161954869289e-05 2.0713975993835307e-05 leaf_weight=5.273580297100124 8.0175752692448459 15.03285679885448 57.437807794425908 leaf_count=67 200 350 2483 internal_value=0 -9.80596e-05 4.39852e-05 internal_weight=0 23.0504 62.7114 internal_count=3100 550 2550 is_linear=0 shrinkage=0.000400217 Tree=8835 num_leaves=4 num_cat=0 split_feature=0 14 47 split_gain=2.21676 2.71585 2.38748 threshold=-0.10726999999999999 -0.13131999999999996 0.084695000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031957938588145983 -0.00011475570437382342 9.5799652541982738e-05 9.0490969749878973e-05 leaf_weight=2.6159904723463105 37.454200970111287 33.635490762295376 11.878076399729251 leaf_count=47 2221 508 322 internal_value=0 6.49332e-05 -6.5244e-05 internal_weight=0 36.2515 49.3323 internal_count=3098 555 2543 is_linear=0 shrinkage=0.000400217 Tree=8836 num_leaves=3 num_cat=0 split_feature=33 151 split_gain=1.58927 1.46023 threshold=-1.0000000180025095e-35 -0.51118499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038267489471005773 -0.0004216509493670325 1.2665881773760469e-05 leaf_weight=1.603723358712158 1.1463619973228549 84.832924984695637 leaf_count=40 48 2993 internal_value=0 6.33428e-06 internal_weight=0 85.9793 internal_count=3081 3041 is_linear=0 shrinkage=0.000400217 Tree=8837 num_leaves=3 num_cat=0 split_feature=38 151 split_gain=1.65127 1.62721 threshold=1.0000000180025095e-35 -0.52342999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00042287815584135725 -0.00022567880734894103 4.4922642673430228e-05 leaf_weight=1.0970846315121878 3.8641005258286887 83.192327304786431 leaf_count=45 68 2986 internal_value=0 3.8281e-05 internal_weight=0 84.2894 internal_count=3099 3031 is_linear=0 shrinkage=0.000400217 Tree=8838 num_leaves=4 num_cat=0 split_feature=484 14 123 split_gain=1.99297 1.76088 1.31439 threshold=-0.0048899999999999994 0.07802000000000002 0.086990000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015045585313464073 0.0020519791776683499 -0.01947655933174524 0.017277071367444028 leaf_weight=4.5122366384289299 76.853464017278156 1.5047414831915364 0.49696715857135121 leaf_count=475 2541 84 11 internal_value=0 0.00161136 -0.0115312 internal_weight=0 78.3582 5.0092 internal_count=3111 2625 486 is_linear=0 shrinkage=0.0204111 Tree=8839 num_leaves=4 num_cat=0 split_feature=13 43 43 split_gain=1.50701 2.39937 1.86969 threshold=0.17936000000000002 -0.24698999999999996 -0.19537999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029189231933786228 -0.00035771593953172693 0.00019988579439262746 -1.7918459377086083e-06 leaf_weight=3.527021720976335 4.146346810815885 1.65719184334739 75.712499931551974 leaf_count=53 127 48 2910 internal_value=0 -0.000197724 1.16737e-05 internal_weight=0 5.80354 79.2395 internal_count=3138 175 2963 is_linear=0 shrinkage=0.000400217 Tree=8840 num_leaves=3 num_cat=0 split_feature=46 46 split_gain=1.37683 1.61274 threshold=0.13643000000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00050134790961600608 0.021885918542046551 -0.021676998398916323 leaf_weight=80.364973712330084 1.1176270963624109 1.2775843467679795 leaf_count=3048 11 38 internal_value=0 0.000125077 internal_weight=0 81.6426 internal_count=3097 3086 is_linear=0 shrinkage=0.0204111 Tree=8841 num_leaves=4 num_cat=0 split_feature=156 2 0 split_gain=1.57103 1.87646 0.152713 threshold=0.11837500000000002 0.09802000000000001 -0.15246499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0027682789997676227 -0.032039449669246482 0.0035050366379460866 -0.013090235045035679 leaf_weight=49.166904602108843 0.48443856427911669 33.16826933064749 0.64459598531448026 leaf_count=2149 4 844 94 internal_value=0 -0.00023978 -0.023378 internal_weight=0 82.3352 1.12903 internal_count=3091 2993 98 is_linear=0 shrinkage=0.0204111 Tree=8842 num_leaves=4 num_cat=0 split_feature=2 4 11 split_gain=1.76844 2.69061 1.67563 threshold=0.099100000000000008 -0.029174999999999996 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0039796605102105191 0.0051595938697317619 -0.0055198692272279033 -0.015000315421696622 leaf_weight=19.683734068398735 30.808603076809959 33.269341691976933 1.7117543367221504 leaf_count=1201 785 1002 73 internal_value=0 -0.00198775 0.00405062 internal_weight=0 52.9531 32.5204 internal_count=3061 2203 858 is_linear=0 shrinkage=0.0204111 Tree=8843 num_leaves=4 num_cat=0 split_feature=43 43 11 split_gain=1.70844 2.91207 2.49126 threshold=-0.063379999999999978 -0.00088499999999999983 0.087830000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0057046612642804185 -0.01773170704273478 -0.00022296597930000214 -0.018354497807913223 leaf_weight=30.539843052864853 4.1873146529860596 49.825732522252792 1.7965178596914473 leaf_count=1364 564 1154 37 internal_value=0 -0.00161419 0.00430928 internal_weight=0 54.013 32.3364 internal_count=3119 1718 1401 is_linear=0 shrinkage=0.0204111 Tree=8844 num_leaves=4 num_cat=0 split_feature=3 11 3 split_gain=2.95116 2.38521 1.75719 threshold=-0.097724999999999992 0.081005000000000008 -0.080944999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017819963486413271 -0.00024192576998274056 -0.00011560664295508589 -3.8832853615887858e-05 leaf_weight=17.11450882577174 7.7285688823924366 5.8689567680503378 53.193021411708287 leaf_count=296 995 184 1611 internal_value=0 0.000102978 -6.4994e-05 internal_weight=0 22.9835 60.9216 internal_count=3086 480 2606 is_linear=0 shrinkage=0.000400217 Tree=8845 num_leaves=4 num_cat=0 split_feature=1211 34 15 split_gain=1.49606 1.50525 0.0305343 threshold=1.0000000180025095e-35 -0.016844999999999995 -0.10566999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021776987315028521 -0.00012688776332223092 4.7567087226375442e-05 -0.00038623521400529652 leaf_weight=3.4679584256518856 0.22818096741684701 79.918727044089792 1.2338658693624882 leaf_count=131 11 2766 160 internal_value=0 3.62548e-05 -0.000357664 internal_weight=0 83.3867 1.46205 internal_count=3068 2897 171 is_linear=0 shrinkage=0.000400217 Tree=8846 num_leaves=4 num_cat=0 split_feature=1 42 1 split_gain=1.61157 2.44084 1.38877 threshold=0.11584000000000001 0.10077000000000001 0.11663000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6701677900666313e-06 0.00050713166372117944 -0.00036780673747851135 9.0893235557635489e-05 leaf_weight=66.646637854215896 1.3047025043051714 2.846857977234321 14.883742297944989 leaf_count=2397 16 285 423 internal_value=0 -1.21149e-05 0.000127693 internal_weight=0 69.4935 16.1884 internal_count=3121 2682 439 is_linear=0 shrinkage=0.000400217 Tree=8847 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=1.69792 2.0759 1.98545 threshold=-0.10643499999999999 -0.078644999999999979 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017897813803116478 -0.00016972865972375125 7.8586491982008514e-06 -8.886468762402053e-05 leaf_weight=15.148187182080621 13.152613999149706 51.347482565375458 6.1676654595339633 leaf_count=212 1324 1383 191 internal_value=0 -2.85857e-05 0.000101419 internal_weight=0 64.5001 21.3159 internal_count=3110 2707 403 is_linear=0 shrinkage=0.000400217 Tree=8848 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=2.19861 2.51665 threshold=-0.24572499999999997 0.09450500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035079879592852018 -6.2597855225536775e-05 7.8324881824986923e-05 leaf_weight=2.8896003816334987 44.15734378720208 37.373618486693886 leaf_count=42 2140 915 internal_value=0 2.01965e-06 internal_weight=0 81.531 internal_count=3097 3055 is_linear=0 shrinkage=0.000400217 Tree=8849 num_leaves=3 num_cat=0 split_feature=376 39 split_gain=1.50635 1.72597 threshold=0.088415000000000007 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015863433470049284 0.015231268171621232 0.00036166412467876421 leaf_weight=2.7161873839650061 2.6128135475155423 79.774635033488721 leaf_count=59 59 2981 internal_value=0 -0.000193361 internal_weight=0 82.4908 internal_count=3099 3040 is_linear=0 shrinkage=0.0204111 Tree=8850 num_leaves=4 num_cat=0 split_feature=2 1 49 split_gain=2.37106 3.48263 2.50865 threshold=0.092120000000000021 1.0000000180025095e-35 0.27293500000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028156150855230421 7.0212395555891831e-05 -1.3947409690043645e-05 -0.00043513009353464183 leaf_weight=10.393610528495172 41.804025675867933 30.171432030381766 1.5241250129947719 leaf_count=961 1200 928 34 internal_value=0 -8.3102e-05 5.13606e-05 internal_weight=0 40.565 43.3282 internal_count=3123 1889 1234 is_linear=0 shrinkage=0.000400217 Tree=8851 num_leaves=4 num_cat=0 split_feature=3 13 0 split_gain=1.62769 1.95554 0.803019 threshold=0.25779000000000007 -0.51961499999999983 -0.14043999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026405802822928096 -0.0034117063413095249 -0.00046892169636609773 0.019961413390543123 leaf_weight=1.1182251495338267 0.78466572298202697 78.264936872957151 2.2705585765943388 leaf_count=11 36 2974 105 internal_value=0 -0.000870957 0.0140502 internal_weight=0 79.3832 3.05522 internal_count=3126 2985 141 is_linear=0 shrinkage=0.0204111 Tree=8852 num_leaves=3 num_cat=0 split_feature=1373 151 split_gain=1.49757 1.48714 threshold=0.09586500000000002 0.055120000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014539591929345651 -0.022042425286924565 -0.0075069605293024092 leaf_weight=75.366565364847929 1.1297185096773308 8.4828547500001132 leaf_count=2939 28 135 internal_value=0 0.000538601 internal_weight=0 83.8494 internal_count=3102 3074 is_linear=0 shrinkage=0.0204111 Tree=8853 num_leaves=4 num_cat=0 split_feature=42 132 457 split_gain=1.79425 2.4492 1.64003 threshold=-1.0000000180025095e-35 0.081055000000000016 0.079930000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013710775300799626 0.00082742825571754301 0.0077067138322613965 0.0085565441158904337 leaf_weight=6.8564056701009104 63.973282898453363 3.1804709125717636 13.823572587309171 leaf_count=677 2032 155 221 internal_value=0 -0.00691388 0.00221112 internal_weight=0 10.0369 77.7969 internal_count=3085 832 2253 is_linear=0 shrinkage=0.0204111 Tree=8854 num_leaves=4 num_cat=0 split_feature=39 38 4 split_gain=1.80784 2.46515 2.00405 threshold=0.0047850000000000011 1.0000000180025095e-35 -0.49977499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021776358000355392 0.011168139507119694 -0.0089054087633063366 -0.0017559141050989859 leaf_weight=2.0382127183765979 9.5550169505950162 3.3671410369424839 68.224635339406177 leaf_count=113 302 65 2599 internal_value=0 0.00590598 -0.0023704 internal_weight=0 12.9222 70.2628 internal_count=3079 367 2712 is_linear=0 shrinkage=0.0204111 Tree=8855 num_leaves=4 num_cat=0 split_feature=12 13 12 split_gain=2.33803 1.75314 1.06248 threshold=0.11619500000000001 0.060680000000000005 0.12784000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2464106883085897e-05 -0.030594678481671467 0.0082239965549887242 -0.0067040621891351444 leaf_weight=69.851483887990526 1.174681448847877 12.819618715950126 2.1720568696016471 leaf_count=2586 63 348 98 internal_value=0 0.00132056 -0.0158085 internal_weight=0 82.6711 3.34674 internal_count=3095 2934 161 is_linear=0 shrinkage=0.0204111 Tree=8856 num_leaves=4 num_cat=0 split_feature=39 3 13 split_gain=1.72457 2.43885 2.19497 threshold=0.0047850000000000011 0.10695500000000001 0.16421000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.6775363372231871e-05 0.00019837735553715919 -0.00027071186781183398 -0.00037336663924120736 leaf_weight=68.299748118268553 10.348135829641249 2.0366535668144925 2.9473527298359832 leaf_count=2558 325 24 122 internal_value=0 0.000119502 -4.16765e-05 internal_weight=0 12.3848 71.2471 internal_count=3029 349 2680 is_linear=0 shrinkage=0.000400217 Tree=8857 num_leaves=4 num_cat=0 split_feature=0 4 49 split_gain=1.89905 3.10193 2.21237 threshold=0.042275000000000007 -0.22295999999999996 0.0040150000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043302402986901937 4.2385506297282109e-05 -2.1390559316603957e-05 0.00044560400640573965 leaf_weight=2.9527708208479444 10.781669812626204 68.269932667751846 2.629296417675504 leaf_count=57 213 2771 30 internal_value=0 -3.91091e-05 0.000124474 internal_weight=0 71.2227 13.411 internal_count=3071 2828 243 is_linear=0 shrinkage=0.000400217 Tree=8858 num_leaves=4 num_cat=0 split_feature=150 15 15 split_gain=1.92362 3.39116 2.43352 threshold=0.082085000000000019 -0.033084999999999996 -0.064294999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0066727957056548527 0.010345030932813809 -0.0099904445486098323 0.0016434434702650355 leaf_weight=22.313338072095803 15.757970994804056 4.2573896472749757 42.239358021473436 leaf_count=983 265 147 1708 internal_value=0 0.00598804 -0.00123773 internal_weight=0 20.0154 64.5527 internal_count=3103 412 2691 is_linear=0 shrinkage=0.0204111 Tree=8859 num_leaves=4 num_cat=0 split_feature=12 13 12 split_gain=1.88735 1.47291 0.614809 threshold=0.11596500000000001 -0.083499999999999977 0.12784000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065664477795063557 -0.023459101705774754 0.00058800685653977321 -0.0051990431588660596 leaf_weight=24.680665734118065 1.3240867173899453 55.912398643708684 1.8348479755049991 leaf_count=924 65 1988 92 internal_value=0 0.0024254 -0.0133939 internal_weight=0 80.5931 3.15893 internal_count=3069 2912 157 is_linear=0 shrinkage=0.0204111 Tree=8860 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=2.54116 6.16252 1.99449 threshold=0.076845000000000011 -0.084074999999999997 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033933832639356323 -0.00017999858957166569 5.3808375291321861e-05 8.4621947886330694e-05 leaf_weight=9.7179872523820467 4.877916419729444 18.158422925872173 53.979207863327247 leaf_count=809 177 781 1327 internal_value=0 -8.40556e-05 6.23908e-05 internal_weight=0 27.8764 58.8571 internal_count=3094 1590 1504 is_linear=0 shrinkage=0.000400217 Tree=8861 num_leaves=4 num_cat=0 split_feature=3 1375 43 split_gain=2.56222 2.19464 1.26508 threshold=-0.15490999999999996 -0.43271999999999994 -0.19537999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004421264891278123 -0.00056654670290690523 -2.6327326385327013e-05 9.5505706300798827e-05 leaf_weight=2.3399049357685726 1.1130196272424644 73.733846481683713 5.6926757710461953 leaf_count=23 12 2867 177 internal_value=0 -3.5195e-05 0.000201167 internal_weight=0 74.8469 8.03258 internal_count=3079 2879 200 is_linear=0 shrinkage=0.000400217 Tree=8862 num_leaves=4 num_cat=0 split_feature=484 4 160 split_gain=1.86746 1.89938 0.391985 threshold=-0.083139999999999992 -0.083954999999999988 -0.14835999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0062558203372225221 0.0064478245307238663 -0.0007905072695437149 -0.021808275217777569 leaf_weight=0.18484201544742962 19.988242638599331 60.673816564270737 1.7178313638160023 leaf_count=8 585 2245 255 internal_value=0 0.00100962 -0.0188857 internal_weight=0 80.6621 1.90267 internal_count=3093 2830 263 is_linear=0 shrinkage=0.0204111 Tree=8863 num_leaves=4 num_cat=0 split_feature=151 52 403 split_gain=2.05818 3.77055 2.7005 threshold=-0.084129999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028254226441277406 -0.00026292321299704755 0.00027009196970125758 4.4672573175785096e-05 leaf_weight=8.7329945660549111 4.7942290648347798 2.4504287922645736 67.08014870620741 leaf_count=289 717 41 2042 internal_value=0 -0.000159976 2.3778e-05 internal_weight=0 11.1834 71.8744 internal_count=3089 330 2759 is_linear=0 shrinkage=0.000400217 Tree=8864 num_leaves=4 num_cat=0 split_feature=2 12 11 split_gain=1.57506 4.52751 2.20242 threshold=1.0000000180025095e-35 0.097345000000000015 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002244322534725137 6.2412607271748483e-05 0.00019553438422211864 -0.00034050454463579327 leaf_weight=12.106235340186688 64.775156243202673 6.0952367342397329 2.1381041515533061 leaf_count=600 2285 158 87 internal_value=0 -8.34598e-05 4.89907e-05 internal_weight=0 18.2015 66.9133 internal_count=3130 758 2372 is_linear=0 shrinkage=0.000400217 Tree=8865 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=1.80369 2.37222 2.27476 threshold=0.088035000000000016 0.092885000000000009 -0.0034299999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8521201433669939e-05 0.0001288569425386939 -0.0003075748216731023 -4.5404642813549271e-05 leaf_weight=30.575623180317962 24.798243069146338 5.700887643546138 23.063902237296134 leaf_count=1384 854 452 409 internal_value=0 -7.31862e-05 4.49735e-05 internal_weight=0 36.2765 47.8621 internal_count=3099 1836 1263 is_linear=0 shrinkage=0.000400217 Tree=8866 num_leaves=3 num_cat=0 split_feature=376 133 split_gain=1.5339 1.7378 threshold=0.088415000000000007 0.10681500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00037415597772225319 0.01580702150754475 -0.017958341771965706 leaf_weight=82.66106676136269 2.4900304261609554 2.0998144275481527 leaf_count=2652 60 415 internal_value=0 -0.000103094 internal_weight=0 84.7609 internal_count=3127 3067 is_linear=0 shrinkage=0.0204111 Tree=8867 num_leaves=4 num_cat=0 split_feature=1 474 13 split_gain=1.98365 1.99447 1.17975 threshold=0.11584000000000001 0.084655000000000022 0.15891500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023256458720999893 0.0044403089374239705 0.0082074411850839718 0.019298399596648842 leaf_weight=58.823060212248038 11.481346493539602 8.4690608198779938 2.6857565311365752 leaf_count=2378 383 280 50 internal_value=0 -0.000988571 0.0073863 internal_weight=0 67.2921 14.1671 internal_count=3091 2658 433 is_linear=0 shrinkage=0.0204111 Tree=8868 num_leaves=4 num_cat=0 split_feature=2 0 48 split_gain=1.64806 2.63978 2.20842 threshold=0.097925000000000012 -0.23211999999999997 0.14226500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040426609003396143 9.9702747387723245e-05 -6.1431037379708299e-05 -0.00028336942936449356 leaf_weight=1.9220189095067315 32.159815863895574 47.445502948449985 2.4976696454759795 leaf_count=29 894 2132 43 internal_value=0 -4.24263e-05 7.12722e-05 internal_weight=0 49.3675 34.6575 internal_count=3098 2161 937 is_linear=0 shrinkage=0.000400217 Tree=8869 num_leaves=4 num_cat=0 split_feature=13 13 39 split_gain=1.7136 2.03316 1.40675 threshold=0.17936000000000002 0.14307000000000003 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7070395483500374e-05 -0.00036848114849393745 0.00030892495119988229 4.4059791677256574e-05 leaf_weight=77.629260354677399 3.1254622780515993 3.9104441924719131 2.2032683214056306 leaf_count=2911 125 31 51 internal_value=0 3.14715e-05 -0.000200512 internal_weight=0 81.5397 5.32873 internal_count=3118 2942 176 is_linear=0 shrinkage=0.000400217 Tree=8870 num_leaves=4 num_cat=0 split_feature=1447 49 159 split_gain=1.8612 1.47068 0.442402 threshold=-0.086059999999999984 -0.085934999999999984 -0.032069999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0063354842096153725 -0.0079293095626305331 0.00029405157017955687 0.024883691508699599 leaf_weight=1.0258579939709309 10.263064943386778 71.45739275380447 1.2971174147419322 leaf_count=73 188 2786 28 internal_value=0 -0.000748136 0.0173605 internal_weight=0 81.7205 2.32298 internal_count=3075 2974 101 is_linear=0 shrinkage=0.0204111 Tree=8871 num_leaves=4 num_cat=0 split_feature=480 3 2 split_gain=1.72578 1.60767 0.124002 threshold=0.086640000000000009 -0.11550499999999998 0.11662500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0054057470411573499 -0.021404367546514019 -0.0015467659607024547 -0.0061832631610642032 leaf_weight=17.47773610569584 1.5800256061329481 65.170056279988103 0.38919172679197789 leaf_count=321 184 2547 27 internal_value=0 -7.11761e-05 -0.0188906 internal_weight=0 82.6478 1.96922 internal_count=3079 2868 211 is_linear=0 shrinkage=0.0204111 Tree=8872 num_leaves=4 num_cat=0 split_feature=11 3 48 split_gain=1.46393 1.77764 1.28141 threshold=0.088315000000000018 -0.10643499999999999 0.081520000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011941660079717671 -2.1893773776708311e-05 -2.4850949338835141e-05 -0.00049166220057422457 leaf_weight=17.109338182483043 1.9236964910705858 66.42621361347733 1.7087113918469183 leaf_count=292 82 2673 29 internal_value=0 4.81751e-06 -0.00025097 internal_weight=0 83.5356 3.63241 internal_count=3076 2965 111 is_linear=0 shrinkage=0.000400217 Tree=8873 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=1.80211 2.47685 2.41939 threshold=-0.048794999999999991 -0.089799999999999977 -0.0064899999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060299488724721464 -0.013588966523245545 0.011119466426231668 -8.6007006717853316e-05 leaf_weight=16.903540829658599 6.0902835332808527 13.384077940245787 50.878011284640252 leaf_count=630 246 284 1938 internal_value=0 0.00459903 -0.00155339 internal_weight=0 30.2876 56.9683 internal_count=3098 914 2184 is_linear=0 shrinkage=0.0204111 Tree=8874 num_leaves=4 num_cat=0 split_feature=13 16 16 split_gain=2.16971 2.87766 1.74984 threshold=-0.10462499999999998 -0.008454999999999999 -0.24404999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029651495094264668 -8.94445623088099e-05 7.3444715231438024e-05 2.8673624876407608e-05 leaf_weight=6.816023138457239 39.619245002241314 30.761245560146563 9.0212418773244263 leaf_count=113 1772 983 199 internal_value=0 -1.82469e-05 0.000145219 internal_weight=0 70.3805 15.8373 internal_count=3067 2755 312 is_linear=0 shrinkage=0.000400217 Tree=8875 num_leaves=3 num_cat=0 split_feature=146 2 split_gain=1.6662 1.50917 threshold=0.10020500000000002 0.086635000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0038666859196010762 -0.023610156458474477 0.0019369557426415886 leaf_weight=28.426057907384802 1.1601567524485279 53.854050453311629 leaf_count=1284 11 1811 internal_value=0 -7.0611e-05 internal_weight=0 82.2801 internal_count=3106 3095 is_linear=0 shrinkage=0.0204111 Tree=8876 num_leaves=4 num_cat=0 split_feature=1 4 12 split_gain=1.67579 4.15328 2.61036 threshold=0.085880000000000026 -0.17966999999999997 0.10042000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.3094031877675398e-05 -0.00037058829621402405 7.6418089187944667e-05 -0.00041867729674140245 leaf_weight=31.008803906752064 3.4633338555249784 48.529169694513257 2.9838926755894581 leaf_count=1516 137 1195 248 internal_value=0 4.59096e-05 -6.82041e-05 internal_weight=0 51.9925 33.9927 internal_count=3096 1332 1764 is_linear=0 shrinkage=0.000400217 Tree=8877 num_leaves=3 num_cat=0 split_feature=146 1213 split_gain=1.84022 1.73264 threshold=0.088215000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.014009308153129434 -0.023732978043455734 0.0018657258457429066 leaf_weight=2.8573406713335308 1.1286193805863138 81.455824695875435 leaf_count=461 21 2599 internal_value=0 0.00130986 internal_weight=0 84.3132 internal_count=3081 3060 is_linear=0 shrinkage=0.0204111 Tree=8878 num_leaves=4 num_cat=0 split_feature=401 1429 2 split_gain=1.35493 1.38293 0.510444 threshold=0.087020000000000014 -1.0000000180025095e-35 0.12173500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019108478845953236 -0.020727817816703808 0.0012179822402152468 0.0036241080654056258 leaf_weight=1.3062192059501274 1.5736453010249523 84.016552245832827 0.41731590119888995 leaf_count=145 231 2690 35 internal_value=0 0.000882166 -0.0157023 internal_weight=0 85.3228 1.99096 internal_count=3101 2835 266 is_linear=0 shrinkage=0.0204111 Tree=8879 num_leaves=4 num_cat=0 split_feature=2 2 16 split_gain=2.96986 1.71434 0.0133878 threshold=-0.10161999999999997 -0.074699999999999989 -0.42002999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040391757908320397 -0.00040449883098969523 -7.4141981184524776e-06 0.00027348932728939103 leaf_weight=1.8974449162196836 1.6686635871883471 79.515818303861579 1.6111487429025135 leaf_count=33 32 2923 53 internal_value=0 -1.61217e-05 0.000354335 internal_weight=0 81.1845 3.50859 internal_count=3041 2955 86 is_linear=0 shrinkage=0.000400217 Tree=8880 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2.41088 2.23529 threshold=0.24295000000000003 -0.10726999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.3848169205165053e-05 0.00044653940065619298 -7.9474163142814028e-05 leaf_weight=37.137284805120544 1.7157001444138575 43.758853065119183 leaf_count=573 13 2510 internal_value=0 -1.82796e-05 internal_weight=0 80.8961 internal_count=3096 3083 is_linear=0 shrinkage=0.000400217 Tree=8881 num_leaves=3 num_cat=0 split_feature=1375 123 split_gain=2.15643 1.38826 threshold=-0.43271999999999994 0.13456000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024941341155600313 0.0011611668941500844 -0.021355923723004606 leaf_weight=1.2614986482903976 81.274502768334742 1.0451301210559893 leaf_count=16 2993 20 internal_value=0 0.00084667 internal_weight=0 82.3196 internal_count=3029 3013 is_linear=0 shrinkage=0.0204111 Tree=8882 num_leaves=4 num_cat=0 split_feature=401 474 2 split_gain=1.51171 1.44855 0.373151 threshold=0.083100000000000021 -1.0000000180025095e-35 0.11322500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045351376185227924 -0.00041160732785427197 1.5755787318815511e-05 3.8776335797584577e-06 leaf_weight=0.95530645816688675 1.6235521149365006 82.472523250874701 0.42992207972565655 leaf_count=115 223 2697 50 internal_value=0 9.78169e-06 -0.000328917 internal_weight=0 83.4278 2.05347 internal_count=3085 2812 273 is_linear=0 shrinkage=0.000400217 Tree=8883 num_leaves=3 num_cat=0 split_feature=2 49 split_gain=1.6698 1.86683 threshold=0.153865 -0.085934999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.008683531916857154 0.019066356155753583 0.00048320523070315879 leaf_weight=10.479881610604933 1.7121478051594738 73.294843701017271 leaf_count=185 94 2861 internal_value=0 -0.000673576 internal_weight=0 83.7747 internal_count=3140 3046 is_linear=0 shrinkage=0.0204111 Tree=8884 num_leaves=3 num_cat=0 split_feature=45 51 split_gain=1.47615 1.32652 threshold=-1.0000000180025095e-35 -0.40548499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038979614311268179 -0.00039150790966102969 -2.3454976664845451e-07 leaf_weight=1.4190133369702369 1.2991830325499893 84.098335493331888 leaf_count=28 104 2944 internal_value=0 -6.69199e-06 internal_weight=0 85.3975 internal_count=3076 3048 is_linear=0 shrinkage=0.000400217 Tree=8885 num_leaves=4 num_cat=0 split_feature=376 1375 15 split_gain=2.12361 1.92675 0.74514 threshold=0.048375000000000008 -0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024547432159088278 0.0058271814689303631 -0.00029575383382993327 0.020668090383584296 leaf_weight=1.2771580800981599 3.7328749438529485 78.21059003608616 2.2897880325908764 leaf_count=16 124 2933 38 internal_value=0 -0.000719395 0.0117439 internal_weight=0 79.4877 6.02266 internal_count=3111 2949 162 is_linear=0 shrinkage=0.0204111 Tree=8886 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=1.52443 1.68103 threshold=-1.0000000180025095e-35 -0.083499999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020940542400013175 0.0043586835246760781 -0.0017151149318349543 leaf_weight=1.4092177486018034 28.469598047752697 56.424545489301863 leaf_count=97 918 2094 internal_value=0 0.000324816 internal_weight=0 84.8941 internal_count=3109 3012 is_linear=0 shrinkage=0.0204111 Tree=8887 num_leaves=4 num_cat=0 split_feature=3 38 132 split_gain=1.90802 1.44464 0.547709 threshold=-0.16935999999999998 0.10386000000000002 0.080815000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0082771550259363672 0.0012016253624748271 -0.015330245490587726 0.022070029192494622 leaf_weight=4.2199834329167052 80.420563411733838 2.1523477232913129 1.7279829407343639 leaf_count=134 2922 44 19 internal_value=0 0.000750529 0.012618 internal_weight=0 82.5729 5.94797 internal_count=3119 2966 153 is_linear=0 shrinkage=0.0204111 Tree=8888 num_leaves=4 num_cat=0 split_feature=52 1447 40 split_gain=2.53813 1.70473 1.47983 threshold=-0.24600999999999998 -0.086059999999999984 -0.077474999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015847252907778973 0.017200776945393622 -0.0002578664072727794 -0.019451279915797655 leaf_weight=0.47786326333880413 2.2908236916928209 76.89542516913798 3.9805399628276055 leaf_count=4 100 2636 363 internal_value=0 0.000270779 -0.0153723 internal_weight=0 79.1862 4.4584 internal_count=3103 2736 367 is_linear=0 shrinkage=0.0204111 Tree=8889 num_leaves=4 num_cat=0 split_feature=49 3 15 split_gain=1.49625 5.63861 2.58972 threshold=-0.085174999999999987 -0.0020499999999999997 0.10347000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0052268470246657475 0.0018812240144954172 -0.024023237092452836 -0.023366539808507749 leaf_weight=6.6619116420424689 69.887196925691114 4.5217902971053245 1.6228085112097677 leaf_count=138 2662 62 231 internal_value=0 -0.00672044 0.00127263 internal_weight=0 11.1837 71.51 internal_count=3093 200 2893 is_linear=0 shrinkage=0.0204111 Tree=8890 num_leaves=4 num_cat=0 split_feature=484 150 13 split_gain=2.45561 1.66269 1.61941 threshold=-0.0048899999999999994 0.097030000000000019 -0.5318799999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003690771537120761 -0.00028675330967388663 0.00022136258942766259 3.4039209439591067e-05 leaf_weight=4.0769286463882954 2.4929187234956762 0.85533341590780754 78.357101592098161 leaf_count=472 38 15 2589 internal_value=0 -0.000264045 2.3765e-05 internal_weight=0 4.93226 80.85 internal_count=3114 487 2627 is_linear=0 shrinkage=0.000400217 Tree=8891 num_leaves=4 num_cat=0 split_feature=1 48 4 split_gain=2.02777 3.42613 3.06006 threshold=0.076845000000000011 0.085835000000000009 -0.083954999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5806864714743359e-05 8.90303615880713e-05 -0.00013186032198115883 -0.00022036505971432117 leaf_weight=10.711773341331083 39.004735705442727 15.676998754424856 15.811466942594732 leaf_count=330 1164 323 1252 internal_value=0 2.5562e-05 -0.000109064 internal_weight=0 54.6817 26.5232 internal_count=3069 1487 1582 is_linear=0 shrinkage=0.000400217 Tree=8892 num_leaves=3 num_cat=0 split_feature=10 2 split_gain=1.47133 2.14925 threshold=0.08302000000000001 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0064768207957017323 0.018432481909488121 0.0016600479596101012 leaf_weight=16.810389337988454 1.7371087343344687 67.231739988187883 leaf_count=652 76 2351 internal_value=0 2.60321e-05 internal_weight=0 84.0421 internal_count=3079 3003 is_linear=0 shrinkage=0.0204111 Tree=8893 num_leaves=4 num_cat=0 split_feature=42 39 133 split_gain=1.60515 3.47467 2.40832 threshold=0.085675000000000015 0.084950000000000012 0.083990000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.3934327300531303e-05 -0.00018467497890245211 0.00027270072259415564 0.0001924692658300234 leaf_weight=54.219369848793121 16.222666257535369 3.0754399643192292 10.755094794741124 leaf_count=1372 1064 158 488 internal_value=0 -0.000110633 2.05036e-05 internal_weight=0 19.2981 64.9745 internal_count=3082 1222 1860 is_linear=0 shrinkage=0.000400217 Tree=8894 num_leaves=4 num_cat=0 split_feature=52 48 481 split_gain=2.5182 2.7894 2.71448 threshold=0.11571500000000003 0.11978500000000002 -0.052634999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0057867120719335e-05 0.00036119267967713535 -0.00026890614022798544 -0.00025578924863150582 leaf_weight=70.966595050319029 1.217829345998324 4.2732176725376112 8.4523438408007205 leaf_count=2492 61 92 443 internal_value=0 4.10027e-05 -0.000174844 internal_weight=0 75.2398 9.67017 internal_count=3088 2584 504 is_linear=0 shrinkage=0.000400217 Tree=8895 num_leaves=4 num_cat=0 split_feature=3 11 4 split_gain=2.26446 1.73169 0.801833 threshold=-0.16935999999999998 0.088315000000000018 -0.47472999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071776931949323248 0.0015826144897697493 -0.015340549319217514 0.018384857933411426 leaf_weight=1.4191559526952913 74.324375214509701 2.4957651444019566 4.3610865116788764 leaf_count=68 2892 46 79 internal_value=0 0.00101128 0.0141433 internal_weight=0 76.8201 5.78024 internal_count=3085 2938 147 is_linear=0 shrinkage=0.0204111 Tree=8896 num_leaves=4 num_cat=0 split_feature=1429 147 160 split_gain=1.51867 1.27809 0.187164 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.087924999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010693141556502853 -0.00038599713719963171 1.68696747261123e-05 -0.00049434960691299961 leaf_weight=0.33716699325395894 1.1682059121521877 86.007108699865967 0.94887203301914158 leaf_count=35 29 2935 106 internal_value=0 1.09828e-05 -0.000409478 internal_weight=0 87.1753 1.28604 internal_count=3105 2964 141 is_linear=0 shrinkage=0.000400217 Tree=8897 num_leaves=4 num_cat=0 split_feature=43 12 42 split_gain=1.70721 3.16127 1.6425 threshold=0.091655000000000014 0.097955000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013580277114775435 -0.00043992679951638711 0.00013550043737424423 3.2824657620136795e-05 leaf_weight=10.574219623490988 3.6396610073516049 2.5102861707910051 68.855593794146444 leaf_count=709 199 115 2125 internal_value=0 -0.000206826 1.02163e-05 internal_weight=0 6.14995 79.4298 internal_count=3148 314 2834 is_linear=0 shrinkage=0.000400217 Tree=8898 num_leaves=4 num_cat=0 split_feature=4 1212 39 split_gain=2.43438 1.86663 0.801277 threshold=-0.49977499999999991 0.087800000000000017 0.085505000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043945029691908939 3.3472485525407281e-05 -0.00039415276246587813 -1.1071689576527749e-05 leaf_weight=2.3618000627175202 80.734347237196289 1.5571981854127432 0.98328205384314049 leaf_count=118 2683 238 18 internal_value=0 2.4856e-05 -0.000317966 internal_weight=0 82.2915 3.34508 internal_count=3057 2921 136 is_linear=0 shrinkage=0.000400217 Tree=8899 num_leaves=4 num_cat=0 split_feature=401 13 15 split_gain=1.52185 1.44302 0.565685 threshold=0.087020000000000014 -0.090899999999999995 -0.23798499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0063102727213655381 0.012676017406862227 8.2851145503231463e-05 -0.019831286854409869 leaf_weight=20.223077476155595 0.17658893284533395 65.238243761109061 1.7441160362432118 leaf_count=409 22 2421 229 internal_value=0 0.0015628 -0.016309 internal_weight=0 85.4613 1.9207 internal_count=3081 2830 251 is_linear=0 shrinkage=0.0204111 Tree=8900 num_leaves=4 num_cat=0 split_feature=43 41 16 split_gain=1.58454 2.30261 1.72123 threshold=-0.19537999999999997 0.075585000000000013 -0.27157999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.026888943848723968 0.0002127267669372632 -0.013365980763079053 0.0039804485496470494 leaf_weight=1.5539053987304212 69.408921788935459 5.5121439602917226 7.9267482782342977 leaf_count=19 2727 149 185 internal_value=0 -0.00080475 0.00800524 internal_weight=0 74.9211 9.48065 internal_count=3080 2876 204 is_linear=0 shrinkage=0.0204111 Tree=8901 num_leaves=4 num_cat=0 split_feature=3 12 43 split_gain=1.5884 2.87506 2.18062 threshold=-0.015364999999999998 0.085685000000000025 0.11069500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.009147729025077803 -0.0042803624509001065 -0.0012699476634454815 0.013024672837986032 leaf_weight=18.068293180805085 35.034249264252139 28.029173511576573 3.2117751548685183 leaf_count=627 616 1723 73 internal_value=0 0.00282562 -0.00279337 internal_weight=0 46.0975 38.246 internal_count=3039 2350 689 is_linear=0 shrinkage=0.0204111 Tree=8902 num_leaves=4 num_cat=0 split_feature=16 16 160 split_gain=1.7347 3.95847 2.22408 threshold=-0.069494999999999987 -0.008454999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0098631840287774237 -0.014897118083887221 0.00069917578728720669 0.0048879428926249845 leaf_weight=4.6880480689114838 8.5267800039955528 31.464803424814818 38.046635558972412 leaf_count=270 503 1073 1222 internal_value=0 -0.00265849 0.00324818 internal_weight=0 39.9916 42.7347 internal_count=3068 1576 1492 is_linear=0 shrinkage=0.0204111 Tree=8903 num_leaves=4 num_cat=0 split_feature=128 4 2 split_gain=2.00467 1.68697 0.137646 threshold=0.085185000000000025 0.51074000000000008 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4580786099351651e-05 -0.00041713860177378521 0.00041016479784200896 -0.00010671832425799787 leaf_weight=83.450364103313632 1.5738096370312167 1.746737614415905 0.37352731751707313 leaf_count=2769 199 136 22 internal_value=0 3.30141e-05 -0.000366635 internal_weight=0 85.1971 1.94734 internal_count=3126 2905 221 is_linear=0 shrinkage=0.000400217 Tree=8904 num_leaves=4 num_cat=0 split_feature=150 4 41 split_gain=1.97466 1.99985 1.84036 threshold=0.082085000000000019 -0.004069999999999999 0.078385000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.1481662833795086e-05 -9.4063989019764398e-05 0.00017070006923830335 -0.0002991289990620409 leaf_weight=58.529877504746537 6.4897497364982 14.869809906391309 4.3181496230936309 leaf_count=2541 189 218 132 internal_value=0 9.01849e-05 -5.03704e-05 internal_weight=0 21.3596 62.848 internal_count=3080 407 2673 is_linear=0 shrinkage=0.000400217 Tree=8905 num_leaves=4 num_cat=0 split_feature=158 402 16 split_gain=1.49965 1.45811 0.0305975 threshold=0.11034000000000001 -0.095989999999999978 -0.052894999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040587480677832147 -0.00016575830164438629 4.8402861501578485e-05 -0.00040196203637885822 leaf_weight=1.0359052309759125 0.34825920411731193 85.550796492352674 1.050987507427634 leaf_count=197 39 2767 93 internal_value=0 4.24508e-05 -0.00035981 internal_weight=0 86.5867 1.39925 internal_count=3096 2964 132 is_linear=0 shrinkage=0.000400217 Tree=8906 num_leaves=4 num_cat=0 split_feature=49 130 12 split_gain=1.75632 2.41412 1.65292 threshold=-0.14931499999999998 0.085970000000000005 0.093670000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016017197119566405 0.00067928573332985698 -0.021894187886758572 0.019981727553263447 leaf_weight=2.4270643422532876 77.882100951811481 1.9130407123855082 3.6081802314438391 leaf_count=67 2641 332 31 internal_value=0 0.00010818 0.0114309 internal_weight=0 79.7951 6.03524 internal_count=3071 2973 98 is_linear=0 shrinkage=0.0204111 Tree=8907 num_leaves=4 num_cat=0 split_feature=50 48 39 split_gain=1.7311 2.82779 2.49153 threshold=0.08568000000000002 0.12879500000000002 0.084950000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3540010355844225e-05 -0.00031207112427776178 -0.00036540058418403799 0.00034621196077636696 leaf_weight=75.630802751947613 5.462618636735896 3.005462382580844 1.0066584891901582 leaf_count=2461 546 67 29 internal_value=0 8.17637e-06 -0.000205491 internal_weight=0 78.6363 6.46928 internal_count=3103 2528 575 is_linear=0 shrinkage=0.000400217 Tree=8908 num_leaves=4 num_cat=0 split_feature=1213 42 1429 split_gain=2.03758 1.35842 0.715674 threshold=-1.0000000180025095e-35 -0.40652499999999997 0.087885000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039015131158482932 -0.00047411004338256764 4.0088449104882819e-05 0.00027991419518146965 leaf_weight=2.2804780434321397 0.71983368395012703 81.884429322105007 0.20587052404880513 leaf_count=455 8 2653 1 internal_value=0 3.49719e-05 -0.000324998 internal_weight=0 82.6043 2.48635 internal_count=3117 2661 456 is_linear=0 shrinkage=0.000400217 Tree=8909 num_leaves=4 num_cat=0 split_feature=13 43 131 split_gain=1.77738 2.69694 1.65802 threshold=-0.10462499999999998 0.085220000000000004 0.07635500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016050966550805673 -1.4005374119562091e-05 -0.00035391499723083473 -0.00021713745355633851 leaf_weight=14.369474780100065 63.754014037687739 3.8606205798296278 2.0379285732196868 leaf_count=250 2578 212 64 internal_value=0 -3.39664e-05 0.000112449 internal_weight=0 67.6146 16.4074 internal_count=3104 2790 314 is_linear=0 shrinkage=0.000400217 Tree=8910 num_leaves=4 num_cat=0 split_feature=15 13 41 split_gain=2.06344 2.77507 1.58352 threshold=0.084050000000000014 -0.24921999999999997 0.078385000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00099713884692367687 0.024294894267781402 -0.013108204361711366 -0.010469984927171664 leaf_weight=68.287587393140711 0.80644042853964393 8.9589745935527372 5.3022121221019907 leaf_count=1944 8 1067 128 internal_value=0 -0.00977902 0.000156271 internal_weight=0 9.76542 73.5898 internal_count=3147 1075 2072 is_linear=0 shrinkage=0.0204111 Tree=8911 num_leaves=4 num_cat=0 split_feature=1 48 16 split_gain=1.78362 2.25966 0.820009 threshold=0.13662500000000002 0.12879500000000002 -0.040384999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019787565959742347 0.021873419395440231 -0.016489750134494337 0.0032537238128597951 leaf_weight=75.724349283473884 2.064380051211629 3.4264262868455253 1.8841654755815387 leaf_count=2825 117 74 60 internal_value=0 -0.000546803 0.0133232 internal_weight=0 79.1508 3.94855 internal_count=3076 2899 177 is_linear=0 shrinkage=0.0204111 Tree=8912 num_leaves=3 num_cat=0 split_feature=0 15 split_gain=1.59204 1.43521 threshold=0.24295000000000003 0.076335000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.248897849486125e-05 0.00030575289201339876 -0.00012140292610871505 leaf_weight=72.361259811179252 2.7143375915475181 12.999609897188291 leaf_count=1939 19 1151 internal_value=0 4.45345e-07 internal_weight=0 85.3609 internal_count=3109 3090 is_linear=0 shrinkage=0.000400217 Tree=8913 num_leaves=3 num_cat=0 split_feature=151 474 split_gain=1.59197 1.54019 threshold=-0.29526499999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018032779619008388 -0.023132398446592189 0.0011556490970938351 leaf_weight=1.7936105604476313 0.99046533295586314 82.193056270480611 leaf_count=68 123 2881 internal_value=0 0.000835745 internal_weight=0 83.1835 internal_count=3072 3004 is_linear=0 shrinkage=0.0204111 Tree=8914 num_leaves=3 num_cat=0 split_feature=123 1 split_gain=1.52321 1.72739 threshold=0.13456000000000004 0.11372500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0007626130627512084 -0.022894269547514338 0.0067258680615384829 leaf_weight=64.908894641139113 1.042652150208595 15.878544753169988 leaf_count=2620 22 448 internal_value=0 0.000716499 internal_weight=0 80.7874 internal_count=3090 3068 is_linear=0 shrinkage=0.0204111 Tree=8915 num_leaves=3 num_cat=0 split_feature=158 1374 split_gain=1.49441 1.6233 threshold=0.10858500000000001 -0.094679999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0151708825166247 -0.019343126766282553 0.00074077480515001484 leaf_weight=2.6500179441354694 1.5473160990372878 81.144637100121145 leaf_count=51 156 2895 internal_value=0 0.000217993 internal_weight=0 83.7947 internal_count=3102 2946 is_linear=0 shrinkage=0.0204111 Tree=8916 num_leaves=4 num_cat=0 split_feature=1 0 13 split_gain=1.76647 1.69624 1.63768 threshold=0.11231500000000001 -0.23031999999999997 -0.42516499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0057207096241600856 -0.013282567055670233 -0.0041955519390961494 0.0063368418430125324 leaf_weight=8.1678442266565963 1.8784330603011792 54.873694164198696 16.529958690938656 leaf_count=90 62 2491 436 internal_value=0 -0.00290291 0.00426664 internal_weight=0 63.0415 18.4084 internal_count=3079 2581 498 is_linear=0 shrinkage=0.0204111 Tree=8917 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=1.41376 4.16141 2.84553 threshold=-0.074479999999999977 -0.087944999999999982 -0.54100999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1665703324466229e-05 -0.0007626666906732591 -0.00029621285185906025 8.8735889030002227e-05 leaf_weight=45.357912099391797 0.53088191195274959 8.2085122713840502 30.305058802959138 leaf_count=1044 11 1092 927 internal_value=0 -3.6033e-05 7.13716e-05 internal_weight=0 53.5664 30.8359 internal_count=3074 2136 938 is_linear=0 shrinkage=0.000400217 Tree=8918 num_leaves=4 num_cat=0 split_feature=52 12 1 split_gain=1.84935 2.7009 1.82963 threshold=-0.048794999999999991 0.099195000000000019 0.099515000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001943563685311312 -0.0013592142282038268 -0.015639375730022005 0.011032057068991382 leaf_weight=18.598175137137336 45.786406842094493 6.1666846920941216 8.8479811706529272 leaf_count=586 1816 320 335 internal_value=0 -0.00308422 0.00345489 internal_weight=0 51.9531 27.4462 internal_count=3057 2136 921 is_linear=0 shrinkage=0.0204111 Tree=8919 num_leaves=3 num_cat=0 split_feature=158 0 split_gain=1.63639 1.72855 threshold=0.10858500000000001 -0.074479999999999977 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.0749979356947343e-05 -0.0003834148625432489 9.9617533880057112e-05 leaf_weight=51.709225533932795 1.5008915541552585 30.172353855235997 leaf_count=2065 144 870 internal_value=0 2.36794e-05 internal_weight=0 81.8816 internal_count=3079 2935 is_linear=0 shrinkage=0.000400217 Tree=8920 num_leaves=3 num_cat=0 split_feature=0 3 split_gain=1.69542 1.53113 threshold=0.27898500000000004 -0.52337999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00052841618736431143 0.0003404414060870864 1.5152235067687615e-05 leaf_weight=0.72624249896034498 2.4475377900525919 85.373527554129851 leaf_count=17 16 3074 internal_value=0 9.88696e-06 internal_weight=0 86.0998 internal_count=3107 3091 is_linear=0 shrinkage=0.000400217 Tree=8921 num_leaves=4 num_cat=0 split_feature=150 157 15 split_gain=2.12242 2.43547 1.86855 threshold=0.082085000000000019 -0.075854999999999992 -0.031974999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012729485635515095 0.00015184843365024847 -9.7524307354272834e-05 -0.00012460126131846641 leaf_weight=8.9320841580079087 15.532416748873404 52.966965538671047 5.1297322467435142 leaf_count=306 272 2357 147 internal_value=0 -6.49114e-05 8.29134e-05 internal_weight=0 61.899 20.6621 internal_count=3082 2663 419 is_linear=0 shrinkage=0.000400217 Tree=8922 num_leaves=4 num_cat=0 split_feature=48 51 16 split_gain=1.57884 2.46223 2.38896 threshold=0.11978500000000002 0.12702000000000002 -0.50884499999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0095980289854093372 -0.022073916246217639 0.0056421049056530389 -0.0015801627485546078 leaf_weight=8.8945668011147045 3.370871519760839 2.1041136913408991 68.787383856224778 leaf_count=162 75 44 2799 internal_value=0 -0.0115227 -0.00028829 internal_weight=0 5.47499 77.682 internal_count=3080 119 2961 is_linear=0 shrinkage=0.0204111 Tree=8923 num_leaves=3 num_cat=0 split_feature=151 158 split_gain=1.82146 1.70045 threshold=-0.29526499999999994 0.085745000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019115366948687401 0.0014726925948533695 -0.01057235036343087 leaf_weight=1.8609504052283217 78.587354573227231 5.0944153384107258 leaf_count=73 2662 314 internal_value=0 0.000726262 internal_weight=0 83.6818 internal_count=3049 2976 is_linear=0 shrinkage=0.0204111 Tree=8924 num_leaves=3 num_cat=0 split_feature=3 1447 split_gain=2.13436 1.54568 threshold=-0.48702499999999999 -0.086059999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045575737903991869 0.00031538081476007877 -5.6332924278750652e-06 leaf_weight=1.5390937597840082 2.3621395758350436 82.905550206904081 leaf_count=30 109 2954 internal_value=0 3.66157e-06 internal_weight=0 85.2677 internal_count=3093 3063 is_linear=0 shrinkage=0.000400217 Tree=8925 num_leaves=4 num_cat=0 split_feature=13 13 1 split_gain=1.75363 1.39826 1.14287 threshold=0.17936000000000002 -0.5318799999999998 0.12631500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013241304675842268 -0.017962581492051245 0.0016158158415533958 0.0031685626430571099 leaf_weight=2.6209588294150299 3.3104917747477876 77.262641337582181 1.5054940933478063 leaf_count=40 127 2848 36 internal_value=0 0.00111051 -0.011435 internal_weight=0 79.8836 4.81599 internal_count=3051 2888 163 is_linear=0 shrinkage=0.0204111 Tree=8926 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=2.15892 6.26989 1.48367 threshold=0.076845000000000011 -0.08972999999999999 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02148374432162023 -0.0086224761574565725 0.00064702617595826031 0.0027401859380897079 leaf_weight=7.1961542872531963 5.1720025388804052 19.714353795566467 51.119795210729535 leaf_count=401 173 1188 1336 internal_value=0 -0.00533547 0.00168116 internal_weight=0 26.9105 56.2918 internal_count=3098 1589 1509 is_linear=0 shrinkage=0.0204111 Tree=8927 num_leaves=4 num_cat=0 split_feature=150 49 3 split_gain=1.9324 2.26518 2.2349 threshold=0.081245000000000026 -0.006494999999999999 0.091085000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012468659469305098 0.00042171104943358544 -0.00090996825631353554 0.01524517010754901 leaf_weight=8.0024576552432318 14.21165848761939 54.713648316663011 5.9295213919831431 leaf_count=253 314 2487 96 internal_value=0 -0.00240443 0.00484586 internal_weight=0 62.7161 20.1412 internal_count=3150 2740 410 is_linear=0 shrinkage=0.0204111 Tree=8928 num_leaves=4 num_cat=0 split_feature=133 15 1 split_gain=1.5076 1.68294 1.57251 threshold=0.10681500000000001 -0.11664999999999999 0.10134000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0049899357512362434 -0.024206377007233857 0.0026280143157451034 0.013209497898628467 leaf_weight=14.443426386592362 1.7400818622886611 71.092838575783617 0.54570116002287239 leaf_count=459 390 2246 43 internal_value=0 0.00133683 -0.0150741 internal_weight=0 85.5363 2.28578 internal_count=3138 2705 433 is_linear=0 shrinkage=0.0204111 Tree=8929 num_leaves=3 num_cat=0 split_feature=124 158 split_gain=1.75544 1.82569 threshold=0.10230000000000002 0.084710000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00083735947799585576 0.016851959566128352 -0.012141285864309286 leaf_weight=79.523817937332524 2.5779270281782365 4.6749126655431601 leaf_count=2740 41 328 internal_value=0 0.000101587 internal_weight=0 84.1987 internal_count=3109 3068 is_linear=0 shrinkage=0.0204111 Tree=8930 num_leaves=4 num_cat=0 split_feature=1 0 1374 split_gain=1.73892 3.52348 1.49027 threshold=0.085880000000000026 -0.084074999999999997 0.090240000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021938610143741358 6.5110141245809826e-05 4.3436943826229068e-05 -0.00029948177163907099 leaf_weight=13.693574630215833 50.939792140232385 19.94369577369207 1.7517131178756233 leaf_count=923 1290 855 42 internal_value=0 -6.393e-05 5.23801e-05 internal_weight=0 33.6373 52.6915 internal_count=3110 1778 1332 is_linear=0 shrinkage=0.000400217 Tree=8931 num_leaves=4 num_cat=0 split_feature=52 1375 455 split_gain=2.10343 2.0187 1.35769 threshold=-0.27269499999999997 -0.43271999999999994 0.087505000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02086865304248911 -0.024198360902090349 -0.00025807175009315525 0.015276737135304619 leaf_weight=3.2122604539526942 1.3843496944282367 76.069503893677165 0.41559305787086476 leaf_count=333 18 2742 2 internal_value=0 -0.000720275 -0.0163946 internal_weight=0 77.4539 3.62785 internal_count=3095 2760 335 is_linear=0 shrinkage=0.0204111 Tree=8932 num_leaves=4 num_cat=0 split_feature=150 48 157 split_gain=1.79905 2.43471 2.27507 threshold=0.082085000000000019 0.09117500000000002 -0.077834999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0085779926488620001 0.0013749287035034108 0.017135492444830969 -0.0025762113982082013 leaf_weight=8.6865555792419382 14.218289009913862 5.6296599012193829 56.733187427831581 leaf_count=253 321 79 2397 internal_value=0 0.00591629 -0.00108301 internal_weight=0 19.8479 65.4197 internal_count=3050 400 2650 is_linear=0 shrinkage=0.0204111 Tree=8933 num_leaves=4 num_cat=0 split_feature=15 43 130 split_gain=2.1312 2.49976 1.90157 threshold=0.084580000000000016 -0.020034999999999994 -0.084569999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038060105907823454 5.7333300798975939e-05 -0.00034359154026534155 4.7428608709520168e-05 leaf_weight=1.5891753066389345 4.5800187664990517 5.2775286321484582 74.786330349778154 leaf_count=57 432 582 2017 internal_value=0 -0.000158762 3.79783e-05 internal_weight=0 9.85755 76.3755 internal_count=3088 1014 2074 is_linear=0 shrinkage=0.000400217 Tree=8934 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=2.29561 3.85488 2.82822 threshold=-0.10726999999999999 -0.074479999999999977 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011478668833156867 -0.00020498410552189581 3.272168557614717e-05 -0.00030063122382807244 leaf_weight=33.505237290333753 16.734921723038724 31.030129621018204 2.7405931945531838 leaf_count=515 1578 918 39 internal_value=0 -5.08453e-05 8.25473e-05 internal_weight=0 47.7651 36.2458 internal_count=3050 2496 554 is_linear=0 shrinkage=0.000400217 Tree=8935 num_leaves=4 num_cat=0 split_feature=1456 2 123 split_gain=1.58351 1.88467 0.562197 threshold=1.0000000180025095e-35 -0.16649999999999998 0.081630000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020219236923512417 -0.021847424008684221 0.00081346746187324604 0.005721330313805735 leaf_weight=2.0289907043625126 1.5684041939894076 80.428729363821731 0.32791614346206177 leaf_count=56 254 2753 7 internal_value=0 0.00131774 -0.017027 internal_weight=0 82.4577 1.89632 internal_count=3070 2809 261 is_linear=0 shrinkage=0.0204111 Tree=8936 num_leaves=4 num_cat=0 split_feature=14 1374 15 split_gain=1.61063 1.53507 0.390124 threshold=0.073890000000000011 -0.094679999999999986 -0.15973499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013755290858775381 -0.0036120258304170802 0.0017139312834548537 -0.021845192935105482 leaf_weight=2.6518469502334474 0.78561921273649238 81.441998768322264 1.452817833035623 leaf_count=54 18 2960 91 internal_value=0 0.00120848 -0.0159229 internal_weight=0 84.0938 2.23844 internal_count=3123 3014 109 is_linear=0 shrinkage=0.0204111 Tree=8937 num_leaves=3 num_cat=0 split_feature=50 158 split_gain=1.3769 1.36325 threshold=0.14262000000000002 0.11034000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.3197217747570579e-05 -0.00040847029027761013 -0.0003607108608039259 leaf_weight=83.403602248100469 1.0696955859953039 1.3199507393474039 leaf_count=2957 39 133 internal_value=0 2.65924e-05 internal_weight=0 84.7236 internal_count=3129 3090 is_linear=0 shrinkage=0.000400217 Tree=8938 num_leaves=4 num_cat=0 split_feature=14 52 3 split_gain=1.77986 1.61709 0.228791 threshold=0.077685000000000018 -0.51586999999999994 -0.0067549999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038290748052880651 -0.00046861772434262028 3.4562275736270675e-05 -0.00014949301545250662 leaf_weight=1.4016278425206099 1.1190091064281658 83.450966481297201 0.71475415676832099 leaf_count=227 76 2794 24 internal_value=0 2.71708e-05 -0.000359992 internal_weight=0 84.8526 1.83376 internal_count=3121 3021 100 is_linear=0 shrinkage=0.000400217 Tree=8939 num_leaves=4 num_cat=0 split_feature=0 15 2 split_gain=1.83444 3.73597 2.90687 threshold=-0.10726999999999999 -0.032519999999999993 0.11228 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0074292174949256648 0.0047191190521568361 -0.0067643458260903625 -0.0052199777125902331 leaf_weight=26.704634749758952 19.658202145664518 29.200223918054689 10.453554543819335 leaf_count=395 1004 1557 173 internal_value=0 -0.00214374 0.00386568 internal_weight=0 48.8584 37.1582 internal_count=3129 2561 568 is_linear=0 shrinkage=0.0204111 Tree=8940 num_leaves=4 num_cat=0 split_feature=47 0 16 split_gain=1.52382 2.90042 1.74546 threshold=0.10783500000000001 -0.23031999999999997 -0.27637999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010222314441322196 -0.0063931216314604038 -0.0025605271398727388 0.012178555151579715 leaf_weight=8.2737646027089777 2.8019633140647784 62.535206455750767 7.7383481800425198 leaf_count=92 49 2807 157 internal_value=0 -0.00105312 0.00722628 internal_weight=0 70.809 10.5403 internal_count=3105 2899 206 is_linear=0 shrinkage=0.0204111 Tree=8941 num_leaves=3 num_cat=0 split_feature=49 131 split_gain=1.73789 2.36782 threshold=-0.21083999999999997 0.08956500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00024668276813907185 1.3233733945640064e-05 -0.00027723368414121703 leaf_weight=4.562140591464412 73.308769023237346 4.6764038391302156 leaf_count=67 2568 405 internal_value=0 -4.55673e-06 internal_weight=0 77.9852 internal_count=3040 2973 is_linear=0 shrinkage=0.000400217 Tree=8942 num_leaves=4 num_cat=0 split_feature=0 48 0 split_gain=1.78073 2.30612 1.71071 threshold=-0.23031999999999997 0.086085000000000009 -0.074654999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018212189670462942 -0.0037324020680985733 -0.00050917620194980385 0.002573308706826859 leaf_weight=4.7683869817556097 42.221017113966809 6.2403718937130179 30.98430189134433 leaf_count=60 2052 50 937 internal_value=0 0.00770161 -0.00106364 internal_weight=0 11.0088 73.2053 internal_count=3099 110 2989 is_linear=0 shrinkage=0.0204111 Tree=8943 num_leaves=4 num_cat=0 split_feature=484 2 33 split_gain=1.82766 1.88169 1.74534 threshold=-1.0000000180025095e-35 0.13154000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035742329255677725 -0.00035331661461496868 0.00016465103860743626 4.0444225270836328e-05 leaf_weight=3.7566249173437418 1.7335196726489801 1.4714759011421845 79.676717843343567 leaf_count=478 42 32 2614 internal_value=0 -0.000210111 3.15859e-05 internal_weight=0 5.2281 81.4102 internal_count=3166 510 2656 is_linear=0 shrinkage=0.000400217 Tree=8944 num_leaves=4 num_cat=0 split_feature=43 0 157 split_gain=2.09912 2.8695 2.64641 threshold=-0.07440999999999999 -0.071104999999999988 -0.07692499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020065850436793604 0.0078888570409322619 0.010639973184272445 -0.0051155946683993439 leaf_weight=17.061462287858607 7.5251923137554959 13.150456110455705 44.754094943330983 leaf_count=930 146 298 1703 internal_value=0 0.00351709 -0.00323085 internal_weight=0 30.2119 52.2793 internal_count=3077 1228 1849 is_linear=0 shrinkage=0.0204111 Tree=8945 num_leaves=4 num_cat=0 split_feature=484 123 13 split_gain=1.95258 1.77944 1.57713 threshold=-1.0000000180025095e-35 0.08456000000000001 -0.5318799999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003689940346408312 -0.00033572678254581223 0.00034349845916091098 1.3527712899344749e-05 leaf_weight=3.7484676970734645 2.016724392422474 0.56647983175935213 76.2972967576668 leaf_count=477 35 14 2558 internal_value=0 -0.000269134 4.06732e-06 internal_weight=0 4.31495 78.314 internal_count=3084 491 2593 is_linear=0 shrinkage=0.000400217 Tree=8946 num_leaves=4 num_cat=0 split_feature=151 151 3 split_gain=2.0635 3.48386 2.05963 threshold=-0.084129999999999996 -0.086769999999999986 -0.10643499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3718866777656212e-05 0.00015964265394228218 -0.00065105350754883029 6.6638862042144749e-06 leaf_weight=10.01848644401616 18.490653480617766 1.6741665073623142 58.242426097363932 leaf_count=275 372 60 2400 internal_value=0 -0.000136028 4.37066e-05 internal_weight=0 11.6927 76.7331 internal_count=3107 335 2772 is_linear=0 shrinkage=0.000400217 Tree=8947 num_leaves=3 num_cat=0 split_feature=3 42 split_gain=2.09289 2.42515 threshold=-0.52337999999999985 0.085225000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036754608273750994 2.7980352129628912e-05 -0.00013567787169146706 leaf_weight=2.2876399782544459 59.462039040369973 19.058653023175793 leaf_count=25 1845 1216 internal_value=0 -1.18796e-05 internal_weight=0 78.5207 internal_count=3086 3061 is_linear=0 shrinkage=0.000400217 Tree=8948 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=1.3975 2.06444 threshold=-0.080134999999999984 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038886260351507019 1.0358870167773834e-06 -0.00043352692306710642 leaf_weight=1.3337783273309458 85.446437897774558 1.6756645576051585 leaf_count=15 3016 101 internal_value=0 -7.868e-06 internal_weight=0 87.1221 internal_count=3132 3117 is_linear=0 shrinkage=0.000400217 Tree=8949 num_leaves=4 num_cat=0 split_feature=123 133 1456 split_gain=1.66736 2.24649 1.55206 threshold=0.083715000000000026 -0.0019149999999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010534074934337818 -0.018547021331092532 0.013313749925318103 -0.019725377559930601 leaf_weight=71.382070971899338 0.98030320904217649 6.1591852295023264 1.792869168139531 leaf_count=2525 38 219 265 internal_value=0 0.00872021 -0.00154033 internal_weight=0 7.13949 73.1749 internal_count=3047 257 2790 is_linear=0 shrinkage=0.0204111 Tree=8950 num_leaves=4 num_cat=0 split_feature=50 48 39 split_gain=1.72746 1.79303 1.78499 threshold=0.086500000000000007 0.12879500000000002 0.084950000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032161978252400426 -0.014161417301676043 -0.011805464958920552 0.015274420457108782 leaf_weight=78.407265956231186 4.680609428407478 3.3477778131509686 0.94877842923597189 leaf_count=2490 534 67 33 internal_value=0 0.00258577 -0.00899916 internal_weight=0 81.755 5.62939 internal_count=3124 2557 567 is_linear=0 shrinkage=0.0204111 Tree=8951 num_leaves=3 num_cat=0 split_feature=155 157 split_gain=1.46258 1.35293 threshold=0.098655000000000007 -0.15081499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00030891696798569817 -0.00039600779007827367 5.8338390041613314e-06 leaf_weight=2.3198350011064113 1.2996776473983107 79.076953362584845 leaf_count=72 165 2863 internal_value=0 1.48843e-05 internal_weight=0 81.3968 internal_count=3100 2935 is_linear=0 shrinkage=0.000400217 Tree=8952 num_leaves=4 num_cat=0 split_feature=43 376 133 split_gain=1.68984 1.58497 1.01796 threshold=0.0035350000000000004 0.084595000000000017 0.099595000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3594924529642938e-06 0.00017422636100270305 -0.00031245056640108655 -0.0002018158423270769 leaf_weight=67.391808987474178 12.947520952890953 2.5508188297535517 1.1717531912217953 leaf_count=2432 416 104 103 internal_value=0 -9.60272e-06 0.000141676 internal_weight=0 69.9426 14.1193 internal_count=3055 2536 519 is_linear=0 shrinkage=0.000400217 Tree=8953 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=1.83058 1.64717 threshold=-0.42985499999999993 -0.25351499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038653265539864999 -0.00040000407854198132 3.9314206264667513e-05 leaf_weight=1.5962711245574599 1.2788118247431146 81.963362670503102 leaf_count=272 187 2612 internal_value=0 3.20369e-05 internal_weight=0 83.2422 internal_count=3071 2799 is_linear=0 shrinkage=0.000400217 Tree=8954 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=2.5046 2.84641 2.49878 threshold=-0.10726999999999999 -0.075359999999999996 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0060774072986653728 -0.009207443191470625 0.0011988053952699828 -0.013912470132436324 leaf_weight=33.676810737561027 17.045439820656156 30.211383978251433 2.7176557625916749 leaf_count=526 1574 951 40 internal_value=0 -0.0025676 0.00454663 internal_weight=0 47.2568 36.3945 internal_count=3091 2525 566 is_linear=0 shrinkage=0.0204111 Tree=8955 num_leaves=3 num_cat=0 split_feature=31 16 split_gain=1.55558 1.61272 threshold=-1.0000000180025095e-35 -0.066844999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039675713577818153 5.7183877137994532e-05 -5.4331737947011791e-05 leaf_weight=1.5145343452859368 41.514253421348258 41.350264172510379 leaf_count=85 1501 1504 internal_value=0 1.53819e-06 internal_weight=0 82.8645 internal_count=3090 3005 is_linear=0 shrinkage=0.000400217 Tree=8956 num_leaves=4 num_cat=0 split_feature=150 0 2 split_gain=2.14347 3.4369 1.97508 threshold=0.082085000000000019 -0.075359999999999996 0.090790000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6539165824680232e-05 4.713922631507069e-06 8.4875347504840146e-05 0.00026169384597605989 leaf_weight=37.2172909341798 9.3588683087618865 30.197895750682619 9.7108606107849464 leaf_count=1832 210 866 199 internal_value=0 -1.52705e-05 0.000136339 internal_weight=0 67.4152 19.0697 internal_count=3107 2698 409 is_linear=0 shrinkage=0.000400217 Tree=8957 num_leaves=4 num_cat=0 split_feature=150 150 12 split_gain=2.23085 1.93612 1.56899 threshold=0.075065000000000007 0.086025000000000018 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0028379315303692734 0.016311986272840775 0.0011105103023830414 -0.0050084860502220586 leaf_weight=13.53706869821144 4.4157783761620548 15.320467178511533 48.0851857647001 leaf_count=323 77 342 2371 internal_value=0 0.00458451 -0.00328278 internal_weight=0 19.7362 61.6223 internal_count=3113 419 2694 is_linear=0 shrinkage=0.0204111 Tree=8958 num_leaves=3 num_cat=0 split_feature=51 38 split_gain=3.13531 1.85394 threshold=-0.24603999999999995 0.12641000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022550428826165911 0.001319518573373163 -0.022821348247511902 leaf_weight=2.3345516563604169 77.83058417416737 1.2364485498983402 leaf_count=160 2883 18 internal_value=0 0.000910266 internal_weight=0 79.067 internal_count=3061 2901 is_linear=0 shrinkage=0.0204111 Tree=8959 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=1.6513 1.73471 threshold=0.10208000000000002 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00023191683868111445 -0.00030318811042932028 2.3069105083549889e-05 leaf_weight=6.8294988876441485 2.1932373717045257 77.921093282848233 leaf_count=222 45 2840 internal_value=0 4.01826e-05 internal_weight=0 84.7506 internal_count=3107 3062 is_linear=0 shrinkage=0.000400217 Tree=8960 num_leaves=3 num_cat=0 split_feature=149 1456 split_gain=1.83805 1.91118 threshold=0.11108000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018658691664554992 -0.023899802977604075 0.00048958466089229927 leaf_weight=2.120722268001372 1.2551360916986585 79.213311908959895 leaf_count=288 20 2752 internal_value=0 -3.46565e-05 internal_weight=0 81.334 internal_count=3060 3040 is_linear=0 shrinkage=0.0204111 Tree=8961 num_leaves=3 num_cat=0 split_feature=42 49 split_gain=1.64431 1.49992 threshold=-0.24552499999999997 -0.085014999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046535193098436449 -0.00011719787869506027 3.5512811128107316e-05 leaf_weight=1.0483478102687502 11.855570694126071 73.962309059737208 leaf_count=20 210 2863 internal_value=0 1.42909e-05 internal_weight=0 85.8179 internal_count=3093 3073 is_linear=0 shrinkage=0.000400217 Tree=8962 num_leaves=4 num_cat=0 split_feature=1429 15 160 split_gain=1.6004 1.72027 0.099717 threshold=-1.0000000180025095e-35 -0.24269999999999997 -0.087834999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015312248823523474 0.00021951318571242798 -8.6044669649591398e-06 -0.00049389558791068579 leaf_weight=0.31007352367191743 5.5758013266640765 76.603327343256751 0.94656835255955118 leaf_count=39 227 2679 111 internal_value=0 7.15079e-06 -0.000429217 internal_weight=0 82.1791 1.25664 internal_count=3056 2906 150 is_linear=0 shrinkage=0.000400217 Tree=8963 num_leaves=3 num_cat=0 split_feature=151 3 split_gain=1.67557 1.71399 threshold=-0.29526499999999994 -0.13827999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034642265711978045 0.00016768611500018982 5.0423881939837026e-06 leaf_weight=1.8434013261303324 12.002579113184764 72.466853001606069 leaf_count=74 295 2723 internal_value=0 2.83444e-05 internal_weight=0 84.4694 internal_count=3092 3018 is_linear=0 shrinkage=0.000400217 Tree=8964 num_leaves=3 num_cat=0 split_feature=0 1447 split_gain=1.74986 1.44072 threshold=0.15036000000000002 -0.086059999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028814040381310903 -0.00027484807173369316 -1.7439419008242667e-05 leaf_weight=2.4394587342840159 4.0208882717415682 78.63055536969091 leaf_count=108 59 2953 internal_value=0 -7.85956e-06 internal_weight=0 81.07 internal_count=3120 3061 is_linear=0 shrinkage=0.000400217 Tree=8965 num_leaves=4 num_cat=0 split_feature=2 2 2 split_gain=1.5784 2.41712 1.83561 threshold=0.097925000000000012 0.084175000000000014 0.10119000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00092984120462671687 0.014063832029213798 -0.0081486018266827345 0.00062827443628992201 leaf_weight=27.22370089363676 4.826733613106625 22.024995579346296 29.87925828945572 leaf_count=961 94 1205 849 internal_value=0 -0.00313949 0.00253604 internal_weight=0 49.2487 34.706 internal_count=3109 2166 943 is_linear=0 shrinkage=0.0204111 Tree=8966 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=2.35875 3.59378 3.14311 threshold=-0.10726999999999999 -0.074479999999999977 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0067253541892059125 -0.0095960542398026115 0.0020492670354117322 -0.015275371815399775 leaf_weight=33.039135817780334 16.68144964652538 32.141410547087617 2.8404140455486404 leaf_count=513 1597 943 37 internal_value=0 -0.00194248 0.00494156 internal_weight=0 48.8229 35.8795 internal_count=3090 2540 550 is_linear=0 shrinkage=0.0204111 Tree=8967 num_leaves=4 num_cat=0 split_feature=13 52 40 split_gain=1.36613 2.94866 2.58423 threshold=-0.09194999999999999 0.11628500000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014061689046416108 -4.3813873437062831e-05 -0.00034894204495587348 0.00032807684443386822 leaf_weight=19.520588009640054 58.522904333897031 2.083390490312012 3.0424741934402837 leaf_count=370 2564 86 51 internal_value=0 9.18503e-05 -2.48733e-05 internal_weight=0 21.604 61.5654 internal_count=3071 456 2615 is_linear=0 shrinkage=0.000400217 Tree=8968 num_leaves=4 num_cat=0 split_feature=148 51 447 split_gain=1.52914 1.71178 0.746047 threshold=-0.082164999999999988 0.13831000000000002 0.08537500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0027731079074929141 0.0015295009785948274 -0.014604785645449815 -0.023844423975428266 leaf_weight=1.3415451379260042 78.176418271444618 2.7273687206775312 1.4319221956848194 leaf_count=45 2888 113 48 internal_value=0 0.000966161 -0.0141552 internal_weight=0 80.9038 2.77347 internal_count=3094 3001 93 is_linear=0 shrinkage=0.0204111 Tree=8969 num_leaves=3 num_cat=0 split_feature=1375 482 split_gain=2.09972 1.3918 threshold=-0.43271999999999994 0.090355000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026634107145708744 0.0011240902600616045 -0.017406666959387401 leaf_weight=1.0720181882134046 81.309742410361878 1.6125664136861804 leaf_count=12 2933 170 internal_value=0 0.000740742 internal_weight=0 82.9223 internal_count=3115 3103 is_linear=0 shrinkage=0.0204111 Tree=8970 num_leaves=4 num_cat=0 split_feature=3 41 2 split_gain=2.15328 1.73856 0.728717 threshold=-0.16059999999999997 0.078150000000000011 0.10836000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011887212135966685 2.0074160782825968e-05 -0.0002161027992668736 0.00038947430364609547 leaf_weight=3.7708938926662077 74.064321730553957 5.2407013416795953 2.8510628990043188 leaf_count=109 2770 138 58 internal_value=0 4.18424e-06 0.000239918 internal_weight=0 79.305 6.62196 internal_count=3075 2908 167 is_linear=0 shrinkage=0.000400217 Tree=8971 num_leaves=3 num_cat=0 split_feature=146 1374 split_gain=1.36673 1.32569 threshold=0.10949000000000002 0.089520000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.7211161126767773e-05 -0.00043123928448207135 -0.00031466791560371316 leaf_weight=83.258441227204457 1.0298548475839187 1.8616208621497197 leaf_count=3027 11 70 internal_value=0 9.54895e-06 internal_weight=0 85.1201 internal_count=3108 3097 is_linear=0 shrinkage=0.000400217 Tree=8972 num_leaves=4 num_cat=0 split_feature=15 13 52 split_gain=2.59894 4.94228 2.27492 threshold=0.079530000000000017 -0.24921999999999997 -0.048794999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0052880108115342991 0.025371688703604615 -0.015370557898963038 -0.0022558351902328467 leaf_weight=27.306831976034118 1.3256346195703361 9.3049935802391683 42.311963615336936 leaf_count=808 7 1106 1127 internal_value=0 -0.0100785 0.000706855 internal_weight=0 10.6306 69.6188 internal_count=3048 1113 1935 is_linear=0 shrinkage=0.0204111 Tree=8973 num_leaves=4 num_cat=0 split_feature=2 0 123 split_gain=2.08593 4.12326 1.76479 threshold=0.089835000000000012 -0.066359999999999988 0.088610000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017265369875605642 3.3912161107176621e-05 0.00013291817545622099 0.00035607434504161481 leaf_weight=22.530741806497645 45.742029683754708 10.189371158383436 2.7870204852952147 leaf_count=1472 1306 225 109 internal_value=0 -7.73668e-05 5.3191e-05 internal_weight=0 32.7201 48.5291 internal_count=3112 1697 1415 is_linear=0 shrinkage=0.000400217 Tree=8974 num_leaves=3 num_cat=0 split_feature=1375 1373 split_gain=1.87832 1.5686 threshold=-0.43271999999999994 0.092985000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023849351706734748 0.00148429843368843 -0.022435565527625656 leaf_weight=1.1593341335392313 81.62028327316898 1.046643365316412 leaf_count=14 3062 26 internal_value=0 0.00115151 internal_weight=0 82.6669 internal_count=3102 3088 is_linear=0 shrinkage=0.0204111 Tree=8975 num_leaves=3 num_cat=0 split_feature=51 376 split_gain=1.68131 1.47339 threshold=-0.40548499999999993 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039308389789130283 1.3957254560640908e-05 0.00021576385460140464 leaf_weight=1.4244676598773356 75.100849662335804 6.1694028980709836 leaf_count=116 2800 162 internal_value=0 2.95526e-05 internal_weight=0 81.2703 internal_count=3078 2962 is_linear=0 shrinkage=0.000400217 Tree=8976 num_leaves=4 num_cat=0 split_feature=14 1132 3 split_gain=1.51481 1.5327 0.529307 threshold=0.077685000000000018 -1.0000000180025095e-35 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038730524993188552 -0.00053405033353863237 2.8931206119622599e-05 -8.2980794714302471e-05 leaf_weight=1.3304371670237731 0.93416652209089079 81.311939068182028 0.77262871674611122 leaf_count=25 77 2947 26 internal_value=0 2.17154e-05 -0.00034754 internal_weight=0 82.6424 1.7068 internal_count=3075 2972 103 is_linear=0 shrinkage=0.000400217 Tree=8977 num_leaves=3 num_cat=0 split_feature=47 42 split_gain=1.39451 1.9576 threshold=0.13177500000000003 0.098175000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00060441755449224996 -0.012416365754643412 0.010457055872429557 leaf_weight=72.647592015494411 3.5828531742463374 7.2259026157207691 leaf_count=2654 67 401 internal_value=0 0.000409516 internal_weight=0 79.8735 internal_count=3122 3055 is_linear=0 shrinkage=0.0204111 Tree=8978 num_leaves=3 num_cat=0 split_feature=1132 123 split_gain=1.68123 1.90838 threshold=-1.0000000180025095e-35 0.088610000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023178389413819802 -0.00012110314458420527 0.016541332764786944 leaf_weight=1.159563452907604 80.794039348844535 2.8568641886231481 leaf_count=24 2933 133 internal_value=0 0.000469307 internal_weight=0 83.6509 internal_count=3090 3066 is_linear=0 shrinkage=0.0204111 Tree=8979 num_leaves=4 num_cat=0 split_feature=4 150 4 split_gain=1.59832 2.7308 2.65324 threshold=0.0019650000000000002 0.085075000000000026 -0.0015099999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.1971533112305277e-05 1.5125722466487902e-06 0.00023773471232211758 -0.00036817791740959043 leaf_weight=40.57105711078384 26.805103234849412 10.967173166864084 3.5397007710066637 leaf_count=1958 801 166 117 internal_value=0 7.05995e-05 -4.14154e-05 internal_weight=0 37.7723 44.1108 internal_count=3042 967 2075 is_linear=0 shrinkage=0.000400217 Tree=8980 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=1.82296 3.25465 2.39496 threshold=0.086425000000000016 0.056895000000000008 -0.23154499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031757279664559494 -0.00021320098779260829 0.00040752127009240693 -1.4904846799614358e-05 leaf_weight=3.5650575489271423 13.336753165818662 1.4005890701664601 61.616385437261215 leaf_count=56 385 12 2654 internal_value=0 -0.000151582 3.79321e-06 internal_weight=0 14.7373 65.1814 internal_count=3107 397 2710 is_linear=0 shrinkage=0.000400217 Tree=8981 num_leaves=4 num_cat=0 split_feature=2 133 150 split_gain=1.55917 2.69718 1.60147 threshold=0.099100000000000008 0.085005000000000011 0.094545000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00084514497356035824 0.0028129766186821138 -0.013652633490898583 0.01513671272603026 leaf_weight=44.271489745012786 26.549242215512553 5.9668788874278098 5.1727230115284319 leaf_count=1454 760 710 122 internal_value=0 -0.000903307 0.00486871 internal_weight=0 50.2384 31.722 internal_count=3046 2164 882 is_linear=0 shrinkage=0.0204111 Tree=8982 num_leaves=4 num_cat=0 split_feature=14 123 48 split_gain=1.67521 1.43497 0.323353 threshold=0.077685000000000018 0.13456000000000004 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016730388790951087 -0.032285027937464517 -0.021017005254349821 -0.01020315068318136 leaf_weight=81.234356197752959 0.53136764731971198 1.066451861464883 0.76454168093459773 leaf_count=2948 13 20 88 internal_value=0 0.00135087 -0.021105 internal_weight=0 82.3008 1.29591 internal_count=3069 2968 101 is_linear=0 shrinkage=0.0204111 Tree=8983 num_leaves=4 num_cat=0 split_feature=1213 15 475 split_gain=1.72293 1.81379 1.4799 threshold=-1.0000000180025095e-35 -0.095604999999999982 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034295475319639937 -7.5342934206156347e-05 5.9468759241220506e-05 -0.00040078601486496596 leaf_weight=0.42428056895732913 21.405441315324424 62.12293633778495 2.4754074671636763 leaf_count=2 618 2012 470 internal_value=0 2.48666e-05 -0.000283258 internal_weight=0 83.5284 2.89969 internal_count=3102 2630 472 is_linear=0 shrinkage=0.000400217 Tree=8984 num_leaves=4 num_cat=0 split_feature=453 16 16 split_gain=1.79889 1.80463 0.615355 threshold=1.0000000180025095e-35 -0.066844999999999988 -0.42813999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0041421627054234354 -0.023434868950432255 -0.0020138051699669607 -0.0048106090844433182 leaf_weight=40.272215933846155 1.5120268834289166 38.899631669826704 1.4897958718938742 leaf_count=1502 20 1515 60 internal_value=0 0.00111897 -0.0146971 internal_weight=0 79.1718 3.00182 internal_count=3097 3017 80 is_linear=0 shrinkage=0.0204111 Tree=8985 num_leaves=3 num_cat=0 split_feature=33 156 split_gain=1.99661 1.51267 threshold=-0.066924999999999985 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050070305390227166 -0.00038708365731729481 3.7741611399795372e-05 leaf_weight=1.0350896648596961 1.2531243596724824 83.23313362556064 leaf_count=29 151 2890 internal_value=0 3.09365e-05 internal_weight=0 84.4863 internal_count=3070 3041 is_linear=0 shrinkage=0.000400217 Tree=8986 num_leaves=4 num_cat=0 split_feature=147 41 4 split_gain=1.97184 1.596 0.630851 threshold=0.089245000000000005 0.075585000000000013 0.24814500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00081201309483038388 0.0042598704182067485 -0.0096569248460841202 0.019309448831943452 leaf_weight=70.707735049159282 2.0594636036039438 6.5232691484234229 2.8023974555544555 leaf_count=2745 67 173 58 internal_value=0 -8.49393e-05 0.0131739 internal_weight=0 77.231 4.86186 internal_count=3043 2918 125 is_linear=0 shrinkage=0.0204111 Tree=8987 num_leaves=3 num_cat=0 split_feature=149 151 split_gain=2.04988 1.38725 threshold=0.11108000000000001 -0.52054499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00042000787895286168 -0.00049375990665626913 1.5296703498988234e-05 leaf_weight=1.0778782209490589 1.2076666816428758 81.164734994046057 leaf_count=52 19 3002 internal_value=0 9.02829e-06 internal_weight=0 82.2426 internal_count=3073 3054 is_linear=0 shrinkage=0.000400217 Tree=8988 num_leaves=4 num_cat=0 split_feature=2 151 48 split_gain=2.71202 3.28912 2.33702 threshold=0.098240000000000008 -0.084874999999999992 -0.092609999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036197955275096437 -0.00036868875812042694 -3.3317974991648906e-05 0.00010988264634925708 leaf_weight=5.3815550516683279 1.6260431784285199 43.770394240181986 28.273036911508825 leaf_count=231 29 1971 864 internal_value=0 -7.00434e-05 8.25774e-05 internal_weight=0 49.1519 29.8991 internal_count=3095 2202 893 is_linear=0 shrinkage=0.000400217 Tree=8989 num_leaves=4 num_cat=0 split_feature=1 49 48 split_gain=2.46189 2.38201 2.16296 threshold=0.10423500000000001 -0.083659999999999984 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012692223145817208 0.0073764119695378183 -0.00083070450267876974 -0.0081381956619121319 leaf_weight=8.2617572776907746 22.738019317683214 44.853297902927125 4.380834780575241 leaf_count=141 612 2248 80 internal_value=0 -0.00269852 0.00484699 internal_weight=0 53.1151 27.1189 internal_count=3081 2389 692 is_linear=0 shrinkage=0.0204111 Tree=8990 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=1.88302 1.49896 threshold=-0.43271999999999994 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023573000815703626 0.00049855543402930243 -0.018058320962753675 leaf_weight=1.3156822973451188 79.163883106929006 1.7439637893148745 leaf_count=18 2933 95 internal_value=0 7.41596e-05 internal_weight=0 80.9078 internal_count=3046 3028 is_linear=0 shrinkage=0.0204111 Tree=8991 num_leaves=3 num_cat=0 split_feature=1375 130 split_gain=2.03424 1.5313 threshold=-0.43271999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024599743495938797 0.00027249393310036201 -0.015007920638434955 leaf_weight=1.3426256132643164 79.861166074291759 2.7169783806521073 leaf_count=18 2689 397 internal_value=0 -0.000249902 internal_weight=0 82.5781 internal_count=3104 3086 is_linear=0 shrinkage=0.0204111 Tree=8992 num_leaves=3 num_cat=0 split_feature=151 403 split_gain=1.45119 1.4233 threshold=-0.27559499999999998 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017272739810965911 -0.017729210504288453 0.0007970044718277027 leaf_weight=1.8672891644564504 1.6527340904926848 82.307076424510569 leaf_count=73 359 2710 internal_value=0 0.000409193 internal_weight=0 83.9598 internal_count=3142 3069 is_linear=0 shrinkage=0.0204111 Tree=8993 num_leaves=4 num_cat=0 split_feature=1 2 457 split_gain=1.85897 2.51323 1.52505 threshold=1.0000000180025095e-35 0.084045000000000022 0.09037000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014047106340528196 0.00075508821575352779 -0.0069450115642907765 0.01166657076458546 leaf_weight=2.5506035543226089 48.427442243500082 22.469992225352144 5.8881603850295496 leaf_count=115 1405 1425 100 internal_value=0 -0.00475202 0.00195953 internal_weight=0 25.0206 54.3156 internal_count=3045 1540 1505 is_linear=0 shrinkage=0.0204111 Tree=8994 num_leaves=4 num_cat=0 split_feature=2 43 15 split_gain=1.4051 1.85187 1.81624 threshold=0.097925000000000012 -0.24698999999999996 -0.0058549999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0062086588264444239 -0.019916739504083819 0.0036775266327413077 0.0018061549323859906 leaf_weight=26.921477004850203 1.3363079071132222 32.867686830930325 20.803778363401307 leaf_count=982 42 895 1158 internal_value=0 0.00269375 -0.00271889 internal_weight=0 34.204 47.7253 internal_count=3077 937 2140 is_linear=0 shrinkage=0.0204111 Tree=8995 num_leaves=3 num_cat=0 split_feature=38 1212 split_gain=1.5187 1.5373 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038475764347999314 -0.00020325535802444202 4.496399501729185e-05 leaf_weight=1.2443593521566061 4.2874581892392589 82.127839760737288 leaf_count=225 75 2784 internal_value=0 3.80428e-05 internal_weight=0 83.3722 internal_count=3084 3009 is_linear=0 shrinkage=0.000400217 Tree=8996 num_leaves=4 num_cat=0 split_feature=157 3 157 split_gain=1.35975 3.52373 2.09321 threshold=-0.074904999999999985 -0.06551499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0079123743656113552 -0.020323857791346885 0.016597814339357673 0.00019006931940468747 leaf_weight=3.8128114487597031 2.0222315534456348 6.4366767165424772 71.364161532305843 leaf_count=277 166 112 2540 internal_value=0 0.00749305 -0.000405312 internal_weight=0 10.2495 73.3864 internal_count=3095 389 2706 is_linear=0 shrinkage=0.0204111 Tree=8997 num_leaves=4 num_cat=0 split_feature=1213 484 475 split_gain=1.90553 2.02963 1.49841 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017491502909076587 -0.012410822248259295 0.0021298396557965487 -0.020531645587813056 leaf_weight=0.4243852645158771 4.1025458469557625 78.591848238842658 2.6125276037014364 leaf_count=2 460 2177 459 internal_value=0 0.00139266 -0.0147852 internal_weight=0 82.6944 3.03691 internal_count=3098 2637 461 is_linear=0 shrinkage=0.0204111 Tree=8998 num_leaves=4 num_cat=0 split_feature=1 42 148 split_gain=1.92983 2.89757 1.58979 threshold=0.094655000000000017 0.086665000000000006 -0.080629999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.3476226215680518e-06 -0.00024500245891753659 -0.00026792005839545654 9.0038390543975951e-05 leaf_weight=38.052931305869834 2.3241931260854463 8.3009066378835978 33.83950119817564 leaf_count=1360 52 794 886 internal_value=0 -5.53647e-05 6.7816e-05 internal_weight=0 46.3538 36.1637 internal_count=3092 2154 938 is_linear=0 shrinkage=0.000400217 Tree=8999 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=1.75765 2.23497 threshold=0.11158000000000001 0.17936000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.000262637082183755 0.016210590230456387 -0.01544291387475972 leaf_weight=75.529116313554823 2.5924277098383746 3.8612811655984833 leaf_count=2902 32 162 internal_value=0 -0.000521901 internal_weight=0 79.3904 internal_count=3096 3064 is_linear=0 shrinkage=0.0204111 Tree=9000 num_leaves=4 num_cat=0 split_feature=2 12 376 split_gain=2.49364 3.48165 1.91933 threshold=0.092120000000000021 0.097345000000000015 0.048695000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012681222930069192 4.0999978461415059e-05 0.0001815944927561665 0.00037015470269982599 leaf_weight=33.801538521323437 39.308299351678215 6.985993712238268 2.9507064643112235 leaf_count=1683 1159 196 73 internal_value=0 -7.36365e-05 6.49004e-05 internal_weight=0 40.7875 42.259 internal_count=3111 1879 1232 is_linear=0 shrinkage=0.000400217 Tree=9001 num_leaves=4 num_cat=0 split_feature=52 0 52 split_gain=2.0553 1.9331 1.89323 threshold=-0.048794999999999991 0.19242500000000004 -0.51586999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038193803429813585 -5.2782679601439174e-05 -0.00047138923036907663 8.6359961531231078e-05 leaf_weight=1.3432378394190916 49.839996114549649 1.7229648543725478 28.53445438277322 leaf_count=223 2137 18 717 internal_value=0 -6.77614e-05 6.39589e-05 internal_weight=0 51.563 29.8777 internal_count=3095 2155 940 is_linear=0 shrinkage=0.000400217 Tree=9002 num_leaves=3 num_cat=0 split_feature=10 10 split_gain=1.31249 2.24329 threshold=-0.097169999999999992 -0.010699999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034726041167211063 -0.00036506764499949734 1.7963557920664723e-05 leaf_weight=1.7392222229609604 2.41214474508888 82.348351537124699 leaf_count=85 62 2979 internal_value=0 6.59588e-06 internal_weight=0 84.7605 internal_count=3126 3041 is_linear=0 shrinkage=0.000400217 Tree=9003 num_leaves=4 num_cat=0 split_feature=42 133 151 split_gain=2.01715 3.09252 1.90272 threshold=0.077855000000000021 0.084485000000000018 -0.087864999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002680945025067359 -1.1374535411930682e-05 -0.0003281582860991042 2.1130803195350337e-05 leaf_weight=5.455952141495799 20.666570038584727 6.3765085269778856 48.989059035185392 leaf_count=108 809 729 1447 internal_value=0 -8.71143e-05 4.63785e-05 internal_weight=0 27.0431 54.445 internal_count=3093 1538 1555 is_linear=0 shrinkage=0.000400217 Tree=9004 num_leaves=4 num_cat=0 split_feature=52 52 1374 split_gain=1.95882 2.04021 1.94582 threshold=-0.046989999999999997 -0.0064899999999999992 -0.095439999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028014402186559377 -0.00031426402391515569 -3.4565835587972463e-05 9.8522665675368129e-05 leaf_weight=2.2502968299668309 4.4611220066599335 48.805148601934206 27.698743115697653 leaf_count=24 234 1904 902 internal_value=0 -5.8601e-05 6.91331e-05 internal_weight=0 53.2663 29.949 internal_count=3064 2138 926 is_linear=0 shrinkage=0.000400217 Tree=9005 num_leaves=4 num_cat=0 split_feature=3 133 0 split_gain=1.68787 1.90195 1.57712 threshold=0.17769000000000004 0.09389500000000002 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2587862681405856e-06 -1.9111754286018875e-05 -0.00027229598145956941 0.00041459837503082016 leaf_weight=74.763835734816894 2.426526455761632 4.1275449100999131 2.8693299730512072 leaf_count=2431 75 534 78 internal_value=0 -1.15235e-05 0.000219594 internal_weight=0 78.8914 5.29586 internal_count=3118 2965 153 is_linear=0 shrinkage=0.000400217 Tree=9006 num_leaves=4 num_cat=0 split_feature=9 4 1374 split_gain=1.33635 2.96641 1.2202 threshold=-0.01257 -0.013084999999999998 0.090240000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033928951274681701 1.7743719730125947e-05 -0.00077441003364419421 -0.00030626710310234669 leaf_weight=0.53392272052587941 80.412837016158846 0.90035126812290289 1.7938906442723226 leaf_count=25 2954 66 59 internal_value=0 -0.000365277 1.02663e-05 internal_weight=0 1.43427 82.2067 internal_count=3104 91 3013 is_linear=0 shrinkage=0.000400217 Tree=9007 num_leaves=4 num_cat=0 split_feature=457 0 457 split_gain=1.87637 2.55597 1.65841 threshold=-0.0024349999999999997 -0.22529499999999997 -0.15747999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0043625899207420955 0.010805589338683143 -0.00042752532300845803 -0.017343756346603064 leaf_weight=2.115962857966224 9.5345656716090144 67.353498298280329 4.3991748975404326 leaf_count=38 100 2759 213 internal_value=0 0.000979133 -0.0103394 internal_weight=0 76.8881 6.51514 internal_count=3110 2859 251 is_linear=0 shrinkage=0.0204111 Tree=9008 num_leaves=4 num_cat=0 split_feature=13 49 16 split_gain=2.26829 2.5796 2.02135 threshold=0.060680000000000005 -0.085934999999999984 -0.27157999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012011528355996092 0.019041571241999487 -0.00014714612088576588 0.0023116192510780485 leaf_weight=8.6658647250096674 4.1311621894128612 58.649934087837437 10.47439296773018 leaf_count=164 61 2473 349 internal_value=0 -0.00169191 0.00715253 internal_weight=0 67.3158 14.6056 internal_count=3047 2637 410 is_linear=0 shrinkage=0.0204111 Tree=9009 num_leaves=3 num_cat=0 split_feature=3 402 split_gain=1.97755 1.69626 threshold=-0.48702499999999999 0.086255000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044523269818883335 2.2570642536151573e-05 -0.00031423480517114752 leaf_weight=1.429813823517178 78.493298442730975 2.3585754725963843 leaf_count=25 2726 347 internal_value=0 1.23245e-05 internal_weight=0 80.8519 internal_count=3098 3073 is_linear=0 shrinkage=0.000400217 Tree=9010 num_leaves=4 num_cat=0 split_feature=15 51 15 split_gain=1.83423 2.55999 2.25838 threshold=-0.24269999999999997 0.12162000000000002 -0.19631499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034193697851242651 -0.00047886500776924589 -0.00031723408311419826 -1.9198081680588998e-05 leaf_weight=4.4145125422801348 1.6419452423069731 1.0976289362297391 72.367289528478523 leaf_count=215 68 13 2736 internal_value=0 0.000206974 -3.01041e-05 internal_weight=0 5.51214 74.0092 internal_count=3032 228 2804 is_linear=0 shrinkage=0.000400217 Tree=9011 num_leaves=4 num_cat=0 split_feature=484 43 150 split_gain=2.0808 1.58601 1.49364 threshold=-0.0048899999999999994 -0.07440999999999999 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017611612043185908 0.0048792231683208696 -0.0010225309273239754 0.010645535759125552 leaf_weight=3.9574364004874942 31.232607037962225 47.976441852993048 0.8840505169937386 leaf_count=478 963 1639 18 internal_value=0 0.00130817 -0.0123279 internal_weight=0 79.209 4.84149 internal_count=3098 2602 496 is_linear=0 shrinkage=0.0204111 Tree=9012 num_leaves=3 num_cat=0 split_feature=38 130 split_gain=1.50258 1.50826 threshold=1.0000000180025095e-35 0.079100000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014866593347709453 -0.012025135999375706 -0.014380908456923931 leaf_weight=79.920983913391865 3.7550142787804353 2.4645013235544857 leaf_count=2706 75 349 internal_value=0 0.000993119 internal_weight=0 82.3855 internal_count=3130 3055 is_linear=0 shrinkage=0.0204111 Tree=9013 num_leaves=4 num_cat=0 split_feature=2 52 52 split_gain=2.04338 2.7308 1.90184 threshold=0.09802000000000001 -0.086874999999999994 0.16180500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013012675331129871 0.0042193770550098533 -0.0012541875429496684 -0.013993676837776343 leaf_weight=10.477612882718857 29.805623450380608 37.0375740707982 2.4869260241171096 leaf_count=419 820 1744 101 internal_value=0 -0.00387156 0.00277324 internal_weight=0 47.5152 32.2925 internal_count=3084 2163 921 is_linear=0 shrinkage=0.0204111 Tree=9014 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=1.68264 1.78922 threshold=-1.0000000180025095e-35 -0.097724999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041360868153138638 9.8522194418646428e-05 -3.3392117944013146e-05 leaf_weight=1.5127293531695603 22.478208842844651 60.670081432332836 leaf_count=88 468 2545 internal_value=0 2.35397e-06 internal_weight=0 83.1483 internal_count=3101 3013 is_linear=0 shrinkage=0.000400217 Tree=9015 num_leaves=3 num_cat=0 split_feature=52 376 split_gain=1.96464 1.50975 threshold=-0.41845999999999994 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039109049179829607 -9.6531765727112751e-08 0.00021446125805867026 leaf_weight=1.8488114070059953 79.261918508597319 5.5138722317569764 leaf_count=295 2653 163 internal_value=0 1.41229e-05 internal_weight=0 84.7758 internal_count=3111 2816 is_linear=0 shrinkage=0.000400217 Tree=9016 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.09793 1.91011 threshold=-0.094679999999999986 0.082085000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035374875254068399 1.8109744806666908e-06 0.00015122800727439969 leaf_weight=2.2008375237346618 66.311796571163768 17.162939225749142 leaf_count=53 2704 347 internal_value=0 3.26935e-05 internal_weight=0 83.4747 internal_count=3104 3051 is_linear=0 shrinkage=0.000400217 Tree=9017 num_leaves=4 num_cat=0 split_feature=16 4 9 split_gain=2.10839 4.03675 1.75085 threshold=-0.008179999999999998 -0.0049999999999999984 0.081505000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023461764206919106 9.6411150835690627e-05 2.0891155457516865e-05 -0.00029623648081831508 leaf_weight=14.118460063057681 31.92441705552028 32.524308276561669 1.8210369667503972 leaf_count=1194 1009 833 42 internal_value=0 -5.68263e-05 7.43128e-05 internal_weight=0 46.6428 33.7455 internal_count=3078 2027 1051 is_linear=0 shrinkage=0.000400217 Tree=9018 num_leaves=4 num_cat=0 split_feature=474 15 475 split_gain=1.45162 1.49189 0.0631833 threshold=-1.0000000180025095e-35 -0.24269999999999997 -0.40344499999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0087372139549559604 0.012227023318160692 0.0011643459072240027 -0.027098958519984898 leaf_weight=0.25030114364926703 5.3135716255674188 80.113147989167601 0.60053167305977595 leaf_count=31 229 2781 86 internal_value=0 0.00186755 -0.0233415 internal_weight=0 85.4267 0.850833 internal_count=3127 3010 117 is_linear=0 shrinkage=0.0204111 Tree=9019 num_leaves=3 num_cat=0 split_feature=1429 1 split_gain=1.78051 1.7977 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02443676373857237 -0.0035237793551361387 0.0027976200847749412 leaf_weight=1.0706933670533079 27.43053785528582 58.56405938824355 leaf_count=150 1524 1443 internal_value=0 0.000779261 internal_weight=0 85.9946 internal_count=3117 2967 is_linear=0 shrinkage=0.0204111 Tree=9020 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=1.46147 1.93276 threshold=-0.21083999999999997 0.10097000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0096001303356855801 -0.0010530637609089805 -0.022676343045617615 leaf_weight=5.1192807826992057 75.332458360729106 1.6510002957556924 leaf_count=73 2796 239 internal_value=0 -0.00154906 internal_weight=0 76.9835 internal_count=3108 3035 is_linear=0 shrinkage=0.0204111 Tree=9021 num_leaves=4 num_cat=0 split_feature=15 3 43 split_gain=2.72022 2.17304 2.13348 threshold=1.0000000180025095e-35 -0.52337999999999985 -0.19537999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.024536972459803946 0.006767899158227007 0.0017325964646322789 -0.011015678863235538 leaf_weight=1.678269516036379 3.546848855312418 64.607721474997106 12.339222641379818 leaf_count=16 96 1896 1086 internal_value=0 0.00235038 -0.0070256 internal_weight=0 66.286 15.8861 internal_count=3094 1912 1182 is_linear=0 shrinkage=0.0204111 Tree=9022 num_leaves=4 num_cat=0 split_feature=1 16 43 split_gain=1.94321 4.42531 1.94791 threshold=1.0000000180025095e-35 0.0020050000000000003 -0.049104999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013363310945456709 0.0071729210865133959 0.003331245296482716 -0.00096648164973223442 leaf_weight=13.343284873390759 17.529708201705944 12.94136605228732 40.006067092341254 leaf_count=1180 614 368 903 internal_value=0 -0.00516441 0.00152251 internal_weight=0 26.2847 57.5358 internal_count=3065 1548 1517 is_linear=0 shrinkage=0.0204111 Tree=9023 num_leaves=4 num_cat=0 split_feature=12 12 1 split_gain=1.39152 1.46052 0.843231 threshold=0.11596500000000001 0.11351500000000002 0.12485500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00061616083383238859 -0.019933121675955495 0.023293244581784459 0.0017110223699745993 leaf_weight=81.748690961280545 2.0754522593197176 1.0888022792532854 1.1157997965929096 leaf_count=2935 110 33 38 internal_value=0 0.000945264 -0.0125639 internal_weight=0 82.8375 3.19125 internal_count=3116 2968 148 is_linear=0 shrinkage=0.0204111 Tree=9024 num_leaves=4 num_cat=0 split_feature=480 1447 2 split_gain=1.61367 1.36929 0.135219 threshold=0.086640000000000009 -0.086059999999999984 0.11662500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019242325351833317 -0.021157414371990885 0.00085570437110638151 -0.004878645288257594 leaf_weight=1.612179023286443 1.3357727978054743 80.24583331975191 0.34332689414986806 leaf_count=54 171 2838 26 internal_value=0 0.00124362 -0.018342 internal_weight=0 81.858 1.6791 internal_count=3089 2892 197 is_linear=0 shrinkage=0.0204111 Tree=9025 num_leaves=4 num_cat=0 split_feature=43 11 376 split_gain=2.21184 2.69839 2.46163 threshold=-0.07440999999999999 0.081130000000000022 0.08672500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065169166009771589 -0.0027840467311567225 -0.016377847102869443 0.01826797646019377 leaf_weight=30.357565780316236 50.751287218143489 2.2010723021940057 2.3132713536469955 leaf_count=1183 1811 53 40 internal_value=0 0.00491833 -0.00182978 internal_weight=0 32.5586 53.0646 internal_count=3087 1236 1851 is_linear=0 shrinkage=0.0204111 Tree=9026 num_leaves=4 num_cat=0 split_feature=16 1 3 split_gain=1.99835 2.51764 2.34784 threshold=-0.008454999999999999 0.13842500000000005 -0.24572499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7649959749961879e-05 0.0004306513006356263 0.00037339538552511883 3.7460340104724857e-05 leaf_weight=46.080742451922788 2.5160654786159276 1.9611391013931996 33.167992396377031 leaf_count=1947 18 92 1059 internal_value=0 -5.84122e-05 6.64444e-05 internal_weight=0 48.0419 35.6841 internal_count=3116 2039 1077 is_linear=0 shrinkage=0.000400217 Tree=9027 num_leaves=4 num_cat=0 split_feature=14 3 48 split_gain=1.8723 1.57178 0.208469 threshold=0.077685000000000018 0.17769000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0889625243981047e-06 -0.00051698888516719043 0.00022837324747891145 -0.00020610356061467189 leaf_weight=76.363540071518173 0.91413393691254896 5.0938817240494236 0.89142368767170299 leaf_count=2862 15 144 82 internal_value=0 1.5596e-05 -0.000384499 internal_weight=0 81.4574 1.80556 internal_count=3103 3006 97 is_linear=0 shrinkage=0.000400217 Tree=9028 num_leaves=4 num_cat=0 split_feature=47 3 50 split_gain=2.23654 6.40474 3.07817 threshold=0.085765000000000022 -0.10643499999999999 0.08568000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.7011154300097487e-05 0.0003025216398394157 -0.00030202716662916854 -0.0002937528827467599 leaf_weight=62.304751368662892 3.667538959918601 10.898111527259969 4.4445593999889743 leaf_count=2231 41 350 487 internal_value=0 -0.000148659 2.38672e-05 internal_weight=0 14.5657 66.7493 internal_count=3109 391 2718 is_linear=0 shrinkage=0.000400217 Tree=9029 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=1.79591 2.20003 threshold=-0.21083999999999997 0.084050000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00023565826232652446 5.8525132704807619e-06 -0.00024323197427980579 leaf_weight=4.8019785164178748 72.04105888843651 6.0534609888059085 leaf_count=69 2019 986 internal_value=0 -1.37757e-05 internal_weight=0 78.0945 internal_count=3074 3005 is_linear=0 shrinkage=0.000400217 Tree=9030 num_leaves=4 num_cat=0 split_feature=43 15 4 split_gain=1.86611 1.88447 1.65706 threshold=0.14303000000000002 -0.091214999999999977 0.27150500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.2571380653175559e-05 -0.00030702226313708656 0.00029623473481804992 8.3257045418547184e-05 leaf_weight=63.401331821134136 0.91036669057029929 4.6178874062904915 13.104627676970265 leaf_count=2514 70 163 355 internal_value=0 0.00019277 -4.5797e-05 internal_weight=0 5.52825 76.506 internal_count=3102 233 2869 is_linear=0 shrinkage=0.000400217 Tree=9031 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=1.61843 1.68515 threshold=-1.0000000180025095e-35 -0.10726999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021016305029859898 0.0023607480998193262 -0.003557247531309659 leaf_weight=1.3202175524311304 36.587556646147277 44.074279290575078 leaf_count=89 566 2446 internal_value=0 -0.000873341 internal_weight=0 80.6618 internal_count=3101 3012 is_linear=0 shrinkage=0.0204111 Tree=9032 num_leaves=4 num_cat=0 split_feature=457 150 454 split_gain=1.7515 2.12806 1.98116 threshold=-0.0056599999999999992 0.082085000000000019 0.085470000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030610981791721263 -2.0926453198334421e-06 0.00016949726050653296 0.00026678930501195387 leaf_weight=4.7546549298567689 60.580036894556315 14.199201057544085 1.1143460047896949 leaf_count=232 2490 310 13 internal_value=0 3.06938e-05 -0.000194375 internal_weight=0 74.7792 5.869 internal_count=3045 2800 245 is_linear=0 shrinkage=0.000400217 Tree=9033 num_leaves=3 num_cat=0 split_feature=39 3 split_gain=1.33161 1.86083 threshold=-1.0000000180025095e-35 0.17769000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.010952601474860909 0.0011826646497414548 0.015689457679799398 leaf_weight=3.4100883158971547 78.447688183215178 3.7551122546792604 leaf_count=61 2903 121 internal_value=0 0.00186579 internal_weight=0 82.2028 internal_count=3085 3024 is_linear=0 shrinkage=0.0204111 Tree=9034 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=1.47217 1.34895 threshold=0.51362000000000008 -0.23075999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00015670635610096135 0.00039897338254718772 -2.8744850907871329e-05 leaf_weight=6.7344604782265369 1.2975467668256886 76.24008026940146 leaf_count=89 126 2847 internal_value=0 -1.35022e-05 internal_weight=0 82.9745 internal_count=3062 2936 is_linear=0 shrinkage=0.000400217 Tree=9035 num_leaves=4 num_cat=0 split_feature=3 160 11 split_gain=2.13449 2.29403 0.982729 threshold=-0.15490999999999996 0.091525000000000009 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030592841099275167 1.7466491251358123e-05 -0.00022927965366651969 -4.4901431172919477e-06 leaf_weight=5.4505423745140424 68.494060426192846 6.5053735497012886 2.3081804142675537 leaf_count=78 2630 286 112 internal_value=0 -4.24589e-06 0.00021483 internal_weight=0 74.9994 7.75872 internal_count=3106 2916 190 is_linear=0 shrinkage=0.000400217 Tree=9036 num_leaves=3 num_cat=0 split_feature=46 3 split_gain=1.60501 1.91486 threshold=0.081930000000000017 0.25779000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.5437925778887634e-06 -0.00033593021055039772 0.00038890455879102628 leaf_weight=78.069013087233998 1.9710874352313101 2.0792804806696941 leaf_count=2917 52 117 internal_value=0 1.99143e-05 internal_weight=0 80.1483 internal_count=3086 3034 is_linear=0 shrinkage=0.000400217 Tree=9037 num_leaves=3 num_cat=0 split_feature=42 123 split_gain=1.58656 1.48695 threshold=-0.26552999999999999 0.088610000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004605002092028352 -9.1159531061041228e-06 0.00026072959891919453 leaf_weight=1.0946859208634112 81.857788573024663 3.2948012218621434 leaf_count=20 2920 148 internal_value=0 1.65383e-06 internal_weight=0 85.1526 internal_count=3088 3068 is_linear=0 shrinkage=0.000400217 Tree=9038 num_leaves=4 num_cat=0 split_feature=1213 456 475 split_gain=2.09414 1.88589 0.674693 threshold=-1.0000000180025095e-35 0.084065000000000015 -0.084374999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023420013696955389 2.0818163357385798e-05 -0.00028926160527158141 -0.00040023243330326874 leaf_weight=0.22614525910466943 76.389288318295939 3.1643314960674607 2.5164349969759305 leaf_count=6 2425 184 462 internal_value=0 8.09519e-06 -0.000340785 internal_weight=0 79.5536 2.74258 internal_count=3077 2609 468 is_linear=0 shrinkage=0.000400217 Tree=9039 num_leaves=4 num_cat=0 split_feature=131 124 453 split_gain=1.65475 2.74653 1.63639 threshold=0.092855000000000007 0.08919500000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.371967971445746e-05 -0.00040291175879688572 0.00040045007835403604 -0.00027980418715409309 leaf_weight=75.045569067971883 3.4465399941291244 0.74779991171089921 3.0586124101901069 leaf_count=2688 316 10 76 internal_value=0 -0.000252994 1.841e-06 internal_weight=0 4.19434 78.1042 internal_count=3090 326 2764 is_linear=0 shrinkage=0.000400217 Tree=9040 num_leaves=4 num_cat=0 split_feature=16 16 160 split_gain=1.85607 4.27132 1.8383 threshold=-0.004514999999999999 -0.063864999999999991 -0.081114999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016147726081555138 0.01317533211781821 -0.014320400333414368 0.00093547526562858961 leaf_weight=40.513769224126463 6.2977815348112953 10.619839152051552 25.351123721902695 leaf_count=1595 161 562 784 internal_value=0 -0.00287095 0.00340893 internal_weight=0 51.1336 31.6489 internal_count=3102 2157 945 is_linear=0 shrinkage=0.0204111 Tree=9041 num_leaves=4 num_cat=0 split_feature=14 159 159 split_gain=1.73801 1.82719 1.80198 threshold=-0.10523499999999998 0.11259000000000001 0.073745000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019981969451894354 0.0021920880775363034 -0.018396679823286462 0.007252853640111601 leaf_weight=3.009640669268264 77.262726899237805 1.7273043792692977 1.4270363043106042 leaf_count=81 2800 126 60 internal_value=0 0.00171646 -0.0112591 internal_weight=0 78.99 4.43668 internal_count=3067 2926 141 is_linear=0 shrinkage=0.0204111 Tree=9042 num_leaves=3 num_cat=0 split_feature=49 13 split_gain=1.65272 1.63132 threshold=0.27772500000000006 -0.5318799999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030304578432091333 -0.00038104596339391878 2.4849721389282429e-05 leaf_weight=2.3934907072980414 1.6099542699594156 81.171957881975686 leaf_count=38 41 2989 internal_value=0 1.50652e-05 internal_weight=0 83.5654 internal_count=3068 3027 is_linear=0 shrinkage=0.000400217 Tree=9043 num_leaves=4 num_cat=0 split_feature=14 0 1 split_gain=1.38178 1.62785 0.339646 threshold=0.077685000000000018 -0.11471499999999998 0.11355500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3658603288020658e-05 -0.00042277230436176758 -2.2565058447900987e-05 -7.3431445705127532e-05 leaf_weight=32.058878865616862 1.2588102637791956 48.175290128902361 0.7422680347226559 leaf_count=419 98 2543 7 internal_value=0 2.39398e-05 -0.000303947 internal_weight=0 80.2342 2.00108 internal_count=3067 2962 105 is_linear=0 shrinkage=0.000400217 Tree=9044 num_leaves=3 num_cat=0 split_feature=31 1456 split_gain=1.64621 1.41984 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003973497378153782 -0.00034155814810691361 -7.121242761530546e-06 leaf_weight=1.463884465589216 1.9743791093903826 80.243691826862232 leaf_count=91 286 2715 internal_value=0 -1.5606e-05 internal_weight=0 82.2181 internal_count=3092 3001 is_linear=0 shrinkage=0.000400217 Tree=9045 num_leaves=3 num_cat=0 split_feature=43 123 split_gain=1.60729 1.74754 threshold=0.25537500000000007 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.2879602713281556e-05 -0.00042660185941309535 0.00019965035399601528 leaf_weight=74.905744246619861 1.2959632861213766 6.643076558590109 leaf_count=2681 176 244 internal_value=0 4.68338e-06 internal_weight=0 81.5488 internal_count=3101 2925 is_linear=0 shrinkage=0.000400217 Tree=9046 num_leaves=4 num_cat=0 split_feature=16 133 160 split_gain=1.51892 2.19689 1.91989 threshold=-0.071899999999999978 -0.036309999999999988 -0.11051499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028673979607487051 0.00017427432660185825 -7.869771944357341e-05 8.6236563453348221e-05 leaf_weight=2.2329117446968203 6.3493005534255635 36.929778260796866 39.565298156994686 leaf_count=198 218 1407 1299 internal_value=0 -4.12313e-05 6.55989e-05 internal_weight=0 43.2791 41.7982 internal_count=3122 1625 1497 is_linear=0 shrinkage=0.000400217 Tree=9047 num_leaves=4 num_cat=0 split_feature=1 16 133 split_gain=1.68969 1.98862 1.61146 threshold=0.11584000000000001 -0.063769999999999979 0.10681500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015997217224703545 0.011700095105694251 -0.0027254517617872924 -0.020624268509286378 leaf_weight=66.759555998990209 8.7467285720922501 7.167363268803455 1.7973432570497596 leaf_count=2262 253 185 386 internal_value=0 0.00522949 -0.0021313 internal_weight=0 15.9141 68.5569 internal_count=3086 438 2648 is_linear=0 shrinkage=0.0204111 Tree=9048 num_leaves=4 num_cat=0 split_feature=12 12 12 split_gain=1.89149 2.12694 1.84413 threshold=0.098940000000000014 0.097345000000000015 0.10641500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00070656390759027713 -0.021416839543590409 0.017733018862668402 -0.0018678188502956764 leaf_weight=72.762738522957079 2.9247139226790733 3.0793033427762557 6.0207159639128349 leaf_count=2571 176 71 314 internal_value=0 0.00142299 -0.00844513 internal_weight=0 75.842 8.94543 internal_count=3132 2642 490 is_linear=0 shrinkage=0.0204111 Tree=9049 num_leaves=3 num_cat=0 split_feature=158 1213 split_gain=1.51513 1.51186 threshold=0.11034000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011719303149684682 -0.018769329706806923 0.0025131122380490454 leaf_weight=3.1219712506690476 1.3808562875929045 82.168031652361606 leaf_count=439 131 2511 internal_value=0 0.00197746 internal_weight=0 85.29 internal_count=3081 2950 is_linear=0 shrinkage=0.0204111 Tree=9050 num_leaves=4 num_cat=0 split_feature=160 130 49 split_gain=1.38389 1.27066 0.157298 threshold=-0.40187499999999993 -0.083084999999999992 -0.016249999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.8601311603285986e-05 -0.00028044497610209214 2.2608358700274013e-05 -0.00040584640302571639 leaf_weight=0.22264329964491469 2.1640916563919737 84.343237222625248 1.3043447093514249 leaf_count=19 107 2740 221 internal_value=0 1.46744e-05 -0.000356554 internal_weight=0 86.5073 1.52699 internal_count=3087 2847 240 is_linear=0 shrinkage=0.000400217 Tree=9051 num_leaves=4 num_cat=0 split_feature=0 14 14 split_gain=1.45526 3.39657 2.60157 threshold=-0.13625999999999996 -0.13131999999999996 -0.073764999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018646232864557161 0.014640281969239872 0.0055346295371600154 -0.0036689643921802694 leaf_weight=2.5709467212727786 3.3362725527040302 24.795944832523674 52.282612210716934 leaf_count=38 111 411 2586 internal_value=0 0.00319627 -0.00254349 internal_weight=0 27.3669 55.6189 internal_count=3146 449 2697 is_linear=0 shrinkage=0.0204111 Tree=9052 num_leaves=3 num_cat=0 split_feature=160 41 split_gain=1.60292 1.49337 threshold=-0.40187499999999993 0.075585000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020707713966778254 0.0016561957843733096 -0.0088986683214260631 leaf_weight=1.3478018023765788 75.035954167687578 5.9218799599984768 leaf_count=247 2720 156 internal_value=0 0.000872908 internal_weight=0 80.9578 internal_count=3123 2876 is_linear=0 shrinkage=0.0204111 Tree=9053 num_leaves=3 num_cat=0 split_feature=1444 4 split_gain=1.53726 1.68111 threshold=-0.084559999999999982 -0.22295999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021496639209345102 -0.0069054054739562231 0.0013832559434427652 leaf_weight=1.323604285091277 11.794159043516627 70.797484930261362 leaf_count=29 238 2867 internal_value=0 0.000191881 internal_weight=0 82.5916 internal_count=3134 3105 is_linear=0 shrinkage=0.0204111 Tree=9054 num_leaves=3 num_cat=0 split_feature=148 48 split_gain=1.58583 1.43963 threshold=0.10530000000000002 -0.22620499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019671705877866229 -0.022146876437710978 0.00049132503646106749 leaf_weight=1.5513199405104376 1.1538741184631351 82.694564603509662 leaf_count=23 19 3066 internal_value=0 0.000870158 internal_weight=0 84.2459 internal_count=3108 3089 is_linear=0 shrinkage=0.0204111 Tree=9055 num_leaves=3 num_cat=0 split_feature=9 44 split_gain=1.53502 1.45817 threshold=-0.016839999999999997 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021037584303696018 0.00087907135880940335 -0.017002122130352806 leaf_weight=1.4258366628637293 79.233421740144877 1.8346885728533369 leaf_count=91 2936 50 internal_value=0 0.000451502 internal_weight=0 81.0681 internal_count=3077 2986 is_linear=0 shrinkage=0.0204111 Tree=9056 num_leaves=4 num_cat=0 split_feature=456 43 150 split_gain=1.92181 1.69094 0.726781 threshold=0.08542000000000001 -0.07440999999999999 0.088380000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.7943077476833118e-05 -0.0004296107063995044 -4.123279777032038e-05 2.68334038795398e-05 leaf_weight=30.014528049405271 2.2187199556756236 51.847429460281546 0.7183232812094501 leaf_count=1092 144 1798 48 internal_value=0 2.50958e-06 -0.000321091 internal_weight=0 81.862 2.93704 internal_count=3082 2890 192 is_linear=0 shrinkage=0.000400217 Tree=9057 num_leaves=4 num_cat=0 split_feature=3 11 33 split_gain=1.65123 1.94423 1.63422 threshold=-0.10643499999999999 0.081005000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0097701736806970699 -0.024755392878716809 -0.0045931140543399064 -0.00019140625231219187 leaf_weight=14.998000807746395 1.0375524315168139 5.2287409230721087 61.3875376671308 leaf_count=238 36 171 2616 internal_value=0 0.00605233 -0.00064327 internal_weight=0 20.2267 62.4251 internal_count=3061 409 2652 is_linear=0 shrinkage=0.0204111 Tree=9058 num_leaves=3 num_cat=0 split_feature=3 13 split_gain=1.85926 2.29031 threshold=-0.52337999999999985 0.16421000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018244214607535725 0.00043211591340564485 -0.013366049329176991 leaf_weight=2.1629822869435875 77.479353605976485 5.2459336542824522 leaf_count=24 2907 167 internal_value=0 -0.000459763 internal_weight=0 82.7253 internal_count=3098 3074 is_linear=0 shrinkage=0.0204111 Tree=9059 num_leaves=3 num_cat=0 split_feature=156 42 split_gain=1.40629 1.29771 threshold=-1.0000000180025095e-35 -0.40652499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038449242308270153 -0.00048226791955337928 3.6963050721168332e-05 leaf_weight=1.2053199071096958 0.66654515684058324 84.54887093014213 leaf_count=155 6 2916 internal_value=0 3.22742e-05 internal_weight=0 85.2154 internal_count=3077 2922 is_linear=0 shrinkage=0.000400217 Tree=9060 num_leaves=4 num_cat=0 split_feature=50 123 131 split_gain=2.15334 2.08254 1.52748 threshold=0.086500000000000007 0.083795000000000022 0.097425000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013870008330735756 -0.016621081408059138 0.016175166195335933 -0.015360088444337222 leaf_weight=73.627682475463416 5.1467184774144235 0.86044627646333527 2.229367126194119 leaf_count=2332 540 26 218 internal_value=0 -0.0117134 0.000872906 internal_weight=0 6.00716 75.857 internal_count=3116 566 2550 is_linear=0 shrinkage=0.0204111 Tree=9061 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=1.42425 1.48658 threshold=-0.51586999999999994 0.077800000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037669055644213895 -4.6798721612513425e-05 6.5885530817939771e-05 leaf_weight=1.3007875391449477 27.959217115250112 56.440382767134906 leaf_count=219 1536 1380 internal_value=0 2.85439e-05 internal_weight=0 84.3996 internal_count=3135 2916 is_linear=0 shrinkage=0.000400217 Tree=9062 num_leaves=3 num_cat=0 split_feature=123 156 split_gain=1.39625 1.39874 threshold=0.13456000000000004 0.11815500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00067755958245244922 -0.022381937337073884 -0.021013793522214146 leaf_weight=81.546320689974209 1.0293462442350563 1.145633249484489 leaf_count=2994 17 106 internal_value=0 0.000349034 internal_weight=0 82.692 internal_count=3117 3100 is_linear=0 shrinkage=0.0204111 Tree=9063 num_leaves=4 num_cat=0 split_feature=15 13 49 split_gain=2.30807 3.87123 1.5343 threshold=0.079530000000000017 -0.24921999999999997 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0085031550365648849 0.021096143118285608 -0.014896969867400561 0.0011866015344879047 leaf_weight=7.5367857569708567 1.3386616930947628 9.1216656257165578 61.82137382508904 leaf_count=136 7 1143 1835 internal_value=0 -0.0101161 0.000121659 internal_weight=0 10.4603 69.3582 internal_count=3121 1150 1971 is_linear=0 shrinkage=0.0204111 Tree=9064 num_leaves=3 num_cat=0 split_feature=45 1372 split_gain=1.31386 1.5176 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038902104817894123 -0.00043587796867659547 1.7440077662336366e-05 leaf_weight=1.3853157270641521 1.0893335782311613 77.326753027088671 leaf_count=27 41 3022 internal_value=0 1.05302e-05 internal_weight=0 78.4161 internal_count=3090 3063 is_linear=0 shrinkage=0.000400217 Tree=9065 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=1.62693 3.83944 1.71738 threshold=0.0019650000000000002 -0.0015099999999999998 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007222583679471397 0.00052011656271548363 -0.022021170401494754 0.010485560590625574 leaf_weight=41.276955037149264 26.140248478748163 3.7443277140348519 9.8404100840416486 leaf_count=2022 784 112 158 internal_value=0 -0.00254388 0.00326966 internal_weight=0 45.0213 35.9807 internal_count=3076 2134 942 is_linear=0 shrinkage=0.0204111 Tree=9066 num_leaves=3 num_cat=0 split_feature=3 456 split_gain=2.25995 1.70145 threshold=-0.48702499999999999 0.08542000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044725291497819464 1.2229848082849239e-05 -0.00028485995103884917 leaf_weight=1.7347610468859773 78.031370888441415 3.1027557807874464 leaf_count=28 2902 184 internal_value=0 4.91533e-07 internal_weight=0 81.1341 internal_count=3114 3086 is_linear=0 shrinkage=0.000400217 Tree=9067 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=1.66249 3.68946 1.97859 threshold=0.077800000000000022 -0.084074999999999997 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023352040350545556 -0.00038499239071576027 5.2966846717899774e-05 7.4376707090367073e-05 leaf_weight=11.430783859102805 1.4354968292718684 19.055495333779618 53.246437865806001 leaf_count=797 148 808 1323 internal_value=0 -5.49126e-05 6.15554e-05 internal_weight=0 30.4863 54.6819 internal_count=3076 1605 1471 is_linear=0 shrinkage=0.000400217 Tree=9068 num_leaves=4 num_cat=0 split_feature=456 1375 150 split_gain=2.1026 2.01669 1.18033 threshold=0.084065000000000015 -0.43271999999999994 0.088135000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046161457883463214 -0.00043287209212514665 3.3049678359866653e-05 0.00010048953291223286 leaf_weight=1.2310973685234774 2.4421428075238505 78.094967440760684 0.84869661106313277 leaf_count=13 135 2854 53 internal_value=0 2.47329e-05 -0.000296539 internal_weight=0 79.3261 3.29084 internal_count=3055 2867 188 is_linear=0 shrinkage=0.000400217 Tree=9069 num_leaves=3 num_cat=0 split_feature=1375 1373 split_gain=1.45915 1.39161 threshold=-0.53021499999999988 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021670281621813708 0.00043610042433120497 -0.022364896690619678 leaf_weight=1.2190071305521986 82.867218769958527 1.0184018180079863 leaf_count=6 3102 27 internal_value=0 0.000129845 internal_weight=0 83.8856 internal_count=3135 3129 is_linear=0 shrinkage=0.0204111 Tree=9070 num_leaves=3 num_cat=0 split_feature=1374 34 split_gain=2.11182 2.0662 threshold=-0.095439999999999983 -0.016844999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018584833152998644 -0.013400353726419413 0.0018190753605340601 leaf_weight=2.2285067392804185 3.7940215972230353 76.645749524987878 leaf_count=50 139 2925 internal_value=0 0.00108361 internal_weight=0 80.4398 internal_count=3114 3064 is_linear=0 shrinkage=0.0204111 Tree=9071 num_leaves=3 num_cat=0 split_feature=45 52 split_gain=1.51229 1.71766 threshold=-1.0000000180025095e-35 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019858821411399295 0.0032429842744996977 -0.0028692895519853829 leaf_weight=1.4257584803854104 30.577887572085274 50.853810524653909 leaf_count=25 961 2148 internal_value=0 -0.000572808 internal_weight=0 81.4317 internal_count=3134 3109 is_linear=0 shrinkage=0.0204111 Tree=9072 num_leaves=4 num_cat=0 split_feature=14 483 49 split_gain=2.04495 1.68268 0.0952065 threshold=0.077685000000000018 -0.06916499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040505994901613427 -0.00051614534993726273 1.406548757133206e-05 -0.00025076596168276951 leaf_weight=1.4525395465107056 0.96095469850297377 79.374968693240589 0.76389437800571502 leaf_count=170 26 2812 74 internal_value=0 5.98352e-06 -0.000421066 internal_weight=0 80.8275 1.72485 internal_count=3082 2982 100 is_linear=0 shrinkage=0.000400217 Tree=9073 num_leaves=3 num_cat=0 split_feature=45 457 split_gain=1.57449 1.55286 threshold=-1.0000000180025095e-35 -0.23052999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038922807594295861 0.00031218145440349842 -2.593262449325857e-05 leaf_weight=1.4450717490690284 2.123520038152491 81.61582913682696 leaf_count=26 33 3048 internal_value=0 -1.69531e-05 internal_weight=0 83.7393 internal_count=3107 3081 is_linear=0 shrinkage=0.000400217 Tree=9074 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=1.47774 1.60141 threshold=1.0000000180025095e-35 -0.086804999999999979 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.016026628008448448 -0.011540095110760066 0.0010533377096793978 leaf_weight=2.9870777164396705 3.5972142945829537 75.55801311928667 leaf_count=78 75 2932 internal_value=0 0.00164478 internal_weight=0 78.5451 internal_count=3085 3010 is_linear=0 shrinkage=0.0204111 Tree=9075 num_leaves=4 num_cat=0 split_feature=43 4 484 split_gain=1.72687 2.4231 2.27211 threshold=-0.06705499999999999 -0.36746999999999991 0.08618000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01857000276106182 -0.003520945280706584 0.0017435917032225354 0.010444825208491808 leaf_weight=4.0168427606113282 46.898793964931428 26.369232378428933 5.3030871763176028 leaf_count=43 1605 1308 142 internal_value=0 0.00402794 -0.00208287 internal_weight=0 30.3861 52.2019 internal_count=3098 1351 1747 is_linear=0 shrinkage=0.0204111 Tree=9076 num_leaves=4 num_cat=0 split_feature=42 133 48 split_gain=2.0127 2.25723 2.23805 threshold=0.084050000000000014 0.083990000000000023 0.086895000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013713566382403339 -0.0075093744908530389 0.012670583844096766 0.0078656327847606393 leaf_weight=53.637818110896887 17.862912517874069 8.433391102093081 4.9544991839647983 leaf_count=1341 1209 355 180 internal_value=0 0.00292659 -0.00414879 internal_weight=0 62.0712 22.8174 internal_count=3085 1696 1389 is_linear=0 shrinkage=0.0204111 Tree=9077 num_leaves=3 num_cat=0 split_feature=149 13 split_gain=1.9028 1.45002 threshold=0.11234000000000001 0.077550000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.1884905290540624e-06 -0.00047059222471822112 0.00013675768142214797 leaf_weight=67.512057419856774 1.1732522559177585 14.026326826259718 leaf_count=2693 16 357 internal_value=0 2.02115e-05 internal_weight=0 81.5384 internal_count=3066 3050 is_linear=0 shrinkage=0.000400217 Tree=9078 num_leaves=4 num_cat=0 split_feature=1374 1374 49 split_gain=1.63311 1.64805 0.376155 threshold=0.087785000000000016 -0.094679999999999986 -0.062709999999999974 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014320349933361272 -0.024246568619673399 0.0021270631184939761 -0.006217891988782886 leaf_weight=2.5132316982490002 1.0698374513449382 77.348740668282289 0.98827428799995587 leaf_count=50 38 2981 44 internal_value=0 0.00159014 -0.016357 internal_weight=0 79.862 2.05811 internal_count=3113 3031 82 is_linear=0 shrinkage=0.0204111 Tree=9079 num_leaves=3 num_cat=0 split_feature=3 456 split_gain=2.11794 1.8028 threshold=-0.48702499999999999 0.081240000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043941651369077881 3.2189562329101137e-06 -0.00030889792790832508 leaf_weight=1.7586143373628136 77.936835743110578 2.9693306253802794 leaf_count=31 2835 194 internal_value=0 -8.64709e-06 internal_weight=0 80.9062 internal_count=3060 3029 is_linear=0 shrinkage=0.000400217 Tree=9080 num_leaves=3 num_cat=0 split_feature=3 146 split_gain=2.62496 1.29488 threshold=-0.52337999999999985 0.10949000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023695436961309258 -0.00010026002232624572 -0.022592478914348249 leaf_weight=1.8163545114803117 79.363719559783704 0.96891100006177922 leaf_count=21 3036 10 internal_value=0 -0.000402612 internal_weight=0 80.3326 internal_count=3067 3046 is_linear=0 shrinkage=0.0204111 Tree=9081 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=1.56305 1.85626 threshold=-0.40548499999999993 0.10437000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020101101649106591 -0.0018883258642821879 0.0047883880049289533 leaf_weight=1.4800409301042226 52.147806443859281 25.856622174047516 leaf_count=124 2298 652 internal_value=0 0.000328538 internal_weight=0 78.0044 internal_count=3074 2950 is_linear=0 shrinkage=0.0204111 Tree=9082 num_leaves=4 num_cat=0 split_feature=124 38 45 split_gain=1.72514 2.40027 1.65393 threshold=-0.048219999999999992 0.081245000000000026 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013540397692710879 0.019737228744264413 -0.01665065179323278 -0.0024579676800612956 leaf_weight=6.1128890527179456 1.3162517679156724 1.2321324284202999 69.85742138234923 leaf_count=222 24 30 2808 internal_value=0 0.00830186 -0.00201714 internal_weight=0 7.34502 71.1737 internal_count=3084 252 2832 is_linear=0 shrinkage=0.0204111 Tree=9083 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=3.13489 2.616 1.62872 threshold=0.087515000000000023 0.091475000000000015 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016402061164423907 -0.00019447192385671808 0.00013026331198472596 6.874463719249395e-05 leaf_weight=27.209927765695284 3.9978771894820957 5.7914899835486713 45.328534051014685 leaf_count=1516 145 304 1153 internal_value=0 -0.00011211 4.7019e-05 internal_weight=0 33.0014 49.3264 internal_count=3118 1820 1298 is_linear=0 shrinkage=0.000400217 Tree=9084 num_leaves=4 num_cat=0 split_feature=1456 52 150 split_gain=1.60503 1.80444 0.225313 threshold=-1.0000000180025095e-35 -0.048794999999999991 0.099155000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020440227600118367 0.0042708602370071661 -0.0021544923772230775 -0.0011073120252206733 leaf_weight=1.7463178427765336 27.583421349257151 53.04753367159492 0.3057408221065997 leaf_count=280 834 1984 4 internal_value=0 4.6461e-05 -0.0177661 internal_weight=0 80.631 2.05206 internal_count=3102 2818 284 is_linear=0 shrinkage=0.0204111 Tree=9085 num_leaves=4 num_cat=0 split_feature=34 43 11 split_gain=1.33108 2.7542 1.86698 threshold=-0.016844999999999995 -0.081054999999999974 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027503451344854064 0.0004997129901619774 -0.0004458943036278136 1.4110595304105817e-05 leaf_weight=1.1553836301391132 1.1775776280555863 2.5531189456596612 77.16022518117552 leaf_count=61 16 69 2959 internal_value=0 -0.000219811 2.2113e-05 internal_weight=0 3.7085 78.3378 internal_count=3105 130 2975 is_linear=0 shrinkage=0.000400217 Tree=9086 num_leaves=4 num_cat=0 split_feature=3 42 11 split_gain=2.25552 1.80385 1.40265 threshold=-0.15490999999999996 -1.0000000180025095e-35 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030512809407385948 -0.00019010428402765697 5.3071812121804517e-07 -4.9361566304235219e-05 leaf_weight=5.6969135553226788 8.9526128052796121 64.673940684944228 2.5423211987390459 leaf_count=72 807 2063 134 internal_value=0 -2.2903e-05 0.00019655 internal_weight=0 73.6266 8.23923 internal_count=3076 2870 206 is_linear=0 shrinkage=0.000400217 Tree=9087 num_leaves=4 num_cat=0 split_feature=132 41 0 split_gain=1.45431 2.49435 1.70804 threshold=0.08018500000000002 0.075585000000000013 -0.07087499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004105999319833987 -0.0020030605237793568 -0.015551313048832623 0.017443965571717651 leaf_weight=71.3813259047663 3.3351517294722726 4.2136020532125249 4.1440352580393656 leaf_count=2639 207 113 103 internal_value=0 -0.000500789 0.00887043 internal_weight=0 75.5949 7.47919 internal_count=3062 2752 310 is_linear=0 shrinkage=0.0204111 Tree=9088 num_leaves=4 num_cat=0 split_feature=42 43 16 split_gain=2.82552 4.48724 1.86173 threshold=0.085505000000000012 -0.49804499999999996 0.15354500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9500384137507424e-05 0.00033843891816118997 -0.00023346550459415533 -0.00014646749572158732 leaf_weight=54.140238793909248 2.4435555297532146 16.004851316237819 8.9518222939441312 leaf_count=1598 18 1224 299 internal_value=0 -0.00015613 2.14853e-05 internal_weight=0 18.4484 63.0921 internal_count=3139 1242 1897 is_linear=0 shrinkage=0.000400217 Tree=9089 num_leaves=4 num_cat=0 split_feature=10 10 0 split_gain=1.47359 1.67489 0.0124455 threshold=-0.088499999999999981 -0.010699999999999999 -0.093994999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038717379554969875 -0.00035452172546803829 -1.2968967798539912e-06 0.00022194892348073716 leaf_weight=1.1257859017277949 2.1000879575512945 76.912273161463418 0.76393162888416455 leaf_count=29 56 2954 70 internal_value=0 -1.11737e-05 0.000336532 internal_weight=0 79.0124 1.88972 internal_count=3109 3010 99 is_linear=0 shrinkage=0.000400217 Tree=9090 num_leaves=4 num_cat=0 split_feature=150 15 1 split_gain=2.26038 2.73226 1.91472 threshold=0.075065000000000007 -0.031674999999999995 0.121715 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.750534798993114e-05 0.00020193962988178304 -0.00014230873382297174 0.00011856122063713694 leaf_weight=50.361150096646725 15.271698112121159 4.7708184676012015 10.638041602098381 leaf_count=2388 273 155 262 internal_value=0 0.000119661 -3.48982e-05 internal_weight=0 20.0425 60.9992 internal_count=3078 428 2650 is_linear=0 shrinkage=0.000400217 Tree=9091 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=3.46033 2.77372 1.4138 threshold=0.076845000000000011 0.10812000000000001 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020897236463681163 -0.00016679911388458191 0.00013187018228526332 5.1766861986976635e-05 leaf_weight=20.987057706247246 5.1364176872521048 4.5900801770621902 49.101134765969618 leaf_count=1565 177 24 1307 internal_value=0 -0.000147497 3.07672e-05 internal_weight=0 25.5771 54.2376 internal_count=3073 1589 1484 is_linear=0 shrinkage=0.000400217 Tree=9092 num_leaves=4 num_cat=0 split_feature=52 52 13 split_gain=1.9105 3.07515 2.30833 threshold=0.084805000000000019 0.082245000000000013 0.15891500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.5479699140812907e-06 -0.00020356897653799269 0.00046113557437934627 0.0001743093788393649 leaf_weight=62.298095171297518 12.785695845522012 2.3894501175964242 3.1478303969252002 leaf_count=2035 906 49 69 internal_value=0 2.60337e-05 -0.00012822 internal_weight=0 64.6875 15.9335 internal_count=3059 2084 975 is_linear=0 shrinkage=0.000400217 Tree=9093 num_leaves=4 num_cat=0 split_feature=133 43 15 split_gain=1.31292 1.73582 0.0307751 threshold=-0.25351499999999993 0.21122500000000002 -0.14601999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0066442826072489417 0.0004109291356946841 0.017820302431566525 -0.021118796868756885 leaf_weight=0.20531848908467498 76.359458175175178 2.3512327319294846 1.0185821346767614 leaf_count=29 2836 32 157 internal_value=0 0.000955554 -0.019451 internal_weight=0 78.7107 1.2239 internal_count=3054 2868 186 is_linear=0 shrinkage=0.0204111 Tree=9094 num_leaves=3 num_cat=0 split_feature=156 453 split_gain=1.50034 1.3311 threshold=-1.0000000180025095e-35 0.091855000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038546906460712379 4.4021892466651841e-05 -0.00031620732088020515 leaf_weight=1.2569755950714796 83.279467787730027 1.5653141841466993 leaf_count=167 2872 39 internal_value=0 3.6968e-05 internal_weight=0 84.8448 internal_count=3078 2911 is_linear=0 shrinkage=0.000400217 Tree=9095 num_leaves=4 num_cat=0 split_feature=151 457 151 split_gain=1.61984 3.72774 1.93831 threshold=-0.084129999999999996 0.084485000000000018 -0.083449999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1585401669769043e-05 0.00047774820806860126 -0.00046138280134681907 1.8693384044298057e-05 leaf_weight=7.1436018931562995 1.3917973523493845 3.6227196217478195 73.582247130576206 leaf_count=218 23 108 2725 internal_value=0 -0.000137333 2.79149e-05 internal_weight=0 10.7663 74.974 internal_count=3074 326 2748 is_linear=0 shrinkage=0.000400217 Tree=9096 num_leaves=4 num_cat=0 split_feature=133 39 133 split_gain=2.02693 4.3177 2.63066 threshold=0.084805000000000019 0.084950000000000012 0.083990000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.1697826462177936e-05 -0.00029162400273385057 0.00023187346094911577 0.00049029102831250069 leaf_weight=67.268859030521753 8.6545203306973217 3.4477589758607783 1.8639063479349705 leaf_count=2044 857 145 25 internal_value=0 -0.000141729 3.51041e-05 internal_weight=0 12.1023 69.1328 internal_count=3071 1002 2069 is_linear=0 shrinkage=0.000400217 Tree=9097 num_leaves=4 num_cat=0 split_feature=3 457 0 split_gain=1.67652 2.3112 2.23514 threshold=-0.11550499999999998 -1.0000000180025095e-35 -0.10028499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012245386036252047 -0.00028178555220254828 -9.7432363089209867e-06 0.00018857571347373397 leaf_weight=5.0116309685345213 5.3695623838539168 57.309346474351969 13.376107074266654 leaf_count=106 245 2515 248 internal_value=0 -3.35094e-05 0.000103576 internal_weight=0 62.6789 18.3877 internal_count=3114 2760 354 is_linear=0 shrinkage=0.000400217 Tree=9098 num_leaves=4 num_cat=0 split_feature=151 456 2 split_gain=1.81185 1.76267 0.0191703 threshold=-0.27559499999999998 0.084065000000000015 0.11668500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025272806388278548 2.9805778886869993e-05 -0.00028254903246577198 -0.00044232032664760161 leaf_weight=0.81377158737814059 75.190639344790043 2.8978552274757012 0.98685589176602662 leaf_count=61 2818 180 17 internal_value=0 1.78264e-05 -0.000376448 internal_weight=0 78.0885 1.80063 internal_count=3076 2998 78 is_linear=0 shrinkage=0.000400217 Tree=9099 num_leaves=3 num_cat=0 split_feature=10 10 split_gain=1.53772 2.07815 threshold=-0.087119999999999989 -0.010699999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035493802495351024 -0.00042975518682733364 8.8066220284251381e-06 leaf_weight=1.8838658626227687 1.6565593152699865 80.673691156842551 leaf_count=87 42 2930 internal_value=0 -5.8932e-07 internal_weight=0 82.3303 internal_count=3059 2972 is_linear=0 shrinkage=0.000400217 Tree=9100 num_leaves=4 num_cat=0 split_feature=1456 480 13 split_gain=1.76516 1.60635 0.00257672 threshold=-1.0000000180025095e-35 0.08598500000000002 -0.095574999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0077618928169360156 0.0011668655924882924 -0.018392959524628542 -0.020368904969001764 leaf_weight=0.19580932453391131 75.705697858746134 1.6787100593219282 1.5341910196079869 leaf_count=13 2626 178 270 internal_value=0 0.00071659 -0.0195005 internal_weight=0 77.3844 1.73 internal_count=3087 2804 283 is_linear=0 shrinkage=0.0204111 Tree=9101 num_leaves=4 num_cat=0 split_feature=14 156 3 split_gain=1.65425 1.36502 0.162404 threshold=0.077685000000000018 -1.0000000180025095e-35 -0.0083549999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003844032574516253 -0.00046660853868618949 2.9292332366804211e-05 -0.00017996063351566357 leaf_weight=1.1857906582533804 0.97727266136644175 83.253554649870694 0.75630492498385027 leaf_count=151 77 2815 24 internal_value=0 2.29814e-05 -0.000360058 internal_weight=0 84.4393 1.73358 internal_count=3067 2966 101 is_linear=0 shrinkage=0.000400217 Tree=9102 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=2.03826 4.38356 2.95328 threshold=-0.10643499999999999 -0.084074999999999997 0.077065000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015544612196811763 -0.00027276370488870776 2.9430238576979605e-05 -0.00012395789089680959 leaf_weight=27.568191291786206 9.5686984491076128 37.282902802818626 7.6665870811848427 leaf_count=446 892 1625 111 internal_value=0 -3.27913e-05 9.44517e-05 internal_weight=0 46.8516 35.2348 internal_count=3074 2517 557 is_linear=0 shrinkage=0.000400217 Tree=9103 num_leaves=4 num_cat=0 split_feature=14 1366 48 split_gain=1.64342 1.31754 0.284326 threshold=0.077685000000000018 -1.0000000180025095e-35 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032957894416639792 -0.00052423840038339701 1.5921730476480288e-05 -0.00018015545879676234 leaf_weight=1.6968805946962664 0.86950259765944793 78.110535797081184 0.92945661379780975 leaf_count=57 14 2958 80 internal_value=0 8.12418e-06 -0.000367436 internal_weight=0 79.8074 1.79896 internal_count=3109 3015 94 is_linear=0 shrinkage=0.000400217 Tree=9104 num_leaves=4 num_cat=0 split_feature=47 0 47 split_gain=1.67627 2.32029 1.48502 threshold=0.10783500000000001 -0.23075999999999999 0.11669500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010409901816056192 0.018469178379274344 -0.0019531144135216769 0.0019371318395497155 leaf_weight=6.8813544867298324 3.5739095813769364 66.064477465198934 5.9451460054187919 leaf_count=83 54 2816 129 internal_value=0 -0.000772681 0.00828661 internal_weight=0 72.9458 9.51906 internal_count=3082 2899 183 is_linear=0 shrinkage=0.0204111 Tree=9105 num_leaves=4 num_cat=0 split_feature=43 43 13 split_gain=2.73884 2.33938 0.452475 threshold=-0.27860999999999997 -0.27157999999999993 0.16421000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.5622051091938664e-05 0.00050024565614849466 7.5542261600218829e-07 -0.0004167799874216285 leaf_weight=1.0399046415986952 1.4203143580816675 75.752499770974509 2.7354544606478157 leaf_count=29 5 2923 109 internal_value=0 1.06596e-05 -0.000333621 internal_weight=0 77.1728 3.77536 internal_count=3066 2928 138 is_linear=0 shrinkage=0.000400217 Tree=9106 num_leaves=4 num_cat=0 split_feature=14 402 48 split_gain=1.9388 1.43412 0.315208 threshold=0.073890000000000011 -0.093879999999999991 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038493885487336972 -0.0005210130403221051 3.3107003706445571e-05 -0.00018571481572018627 leaf_weight=1.2250756043358695 0.93515670808847096 79.077611878172092 1.1352641939283774 leaf_count=220 18 2761 89 internal_value=0 2.62023e-05 -0.000356121 internal_weight=0 80.3027 2.07042 internal_count=3088 2981 107 is_linear=0 shrinkage=0.000400217 Tree=9107 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=2.44209 4.19901 2.30223 threshold=-0.10643499999999999 -0.078644999999999979 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021504631017079819 -0.00024127029385200704 1.8142719502799828e-05 -9.6755346151829169e-05 leaf_weight=13.879623045233531 12.287876477927965 51.453430199514287 5.1286753340464193 leaf_count=218 1333 1375 170 internal_value=0 -3.22016e-05 0.000130844 internal_weight=0 63.7413 19.0083 internal_count=3096 2708 388 is_linear=0 shrinkage=0.000400217 Tree=9108 num_leaves=3 num_cat=0 split_feature=52 1375 split_gain=2.06143 1.66914 threshold=-0.41845999999999994 -0.53021499999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019979565551216494 0.02389608393072129 0.00048120265350898181 leaf_weight=1.9166579407610687 1.1766246551851498 81.262301597445912 leaf_count=297 6 2826 internal_value=0 0.000847354 internal_weight=0 82.4389 internal_count=3129 2832 is_linear=0 shrinkage=0.0204111 Tree=9109 num_leaves=4 num_cat=0 split_feature=52 2 52 split_gain=2.91949 2.98175 1.87798 threshold=-0.092854999999999979 0.10618000000000001 -0.048794999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031198281083566454 0.00016304414302512226 0.00010965320745559708 4.1822152625240382e-06 leaf_weight=8.0628904146778932 15.13352394445428 3.9316541120424509 54.656504798815831 leaf_count=425 340 183 2139 internal_value=0 -0.00017404 3.88364e-05 internal_weight=0 11.9945 69.79 internal_count=3087 608 2479 is_linear=0 shrinkage=0.000400217 Tree=9110 num_leaves=4 num_cat=0 split_feature=130 0 3 split_gain=1.67667 1.69735 0.246938 threshold=-0.083084999999999992 0.27898500000000004 -0.06551499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022596724014679666 -0.00029733380434459456 0.01703957265258221 -0.0066631567682286499 leaf_weight=1.3862418319331484 75.841207175248201 2.3159322100691488 0.72567163489293207 leaf_count=77 2962 14 40 internal_value=0 0.00024003 -0.0177329 internal_weight=0 78.1571 2.11191 internal_count=3093 2976 117 is_linear=0 shrinkage=0.0204111 Tree=9111 num_leaves=4 num_cat=0 split_feature=52 12 52 split_gain=2.05415 2.12066 2.10779 threshold=-0.089799999999999977 0.093185000000000004 -0.081374999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01105242401446728 0.012897198129232984 0.0057271039475951906 0.00082102876243689499 leaf_weight=10.855509779028578 6.5672644352089256 4.314146412714762 61.352189171905138 leaf_count=433 111 210 2299 internal_value=0 -0.00627344 0.002008 internal_weight=0 15.1697 67.9195 internal_count=3053 643 2410 is_linear=0 shrinkage=0.0204111 Tree=9112 num_leaves=4 num_cat=0 split_feature=34 43 11 split_gain=1.75221 3.38607 1.83879 threshold=-1.0000000180025095e-35 -0.081054999999999974 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015350335463971359 0.025029558082082601 -0.023958541425464334 0.0015222944325727391 leaf_weight=1.2444010163890196 1.3002178691240249 2.7729716720714341 77.882078888439764 leaf_count=64 16 80 2899 internal_value=0 -0.0116964 0.00194309 internal_weight=0 4.01737 79.1823 internal_count=3059 144 2915 is_linear=0 shrinkage=0.0204111 Tree=9113 num_leaves=4 num_cat=0 split_feature=12 13 52 split_gain=2.0717 1.84957 0.557275 threshold=0.11596500000000001 0.11217000000000001 -0.046989999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050012208156714093 -0.00018352149734851274 0.0093955676136354797 -0.020845214455148042 leaf_weight=64.470927859552603 0.70271002752087985 8.8494151259837945 2.3242035942166686 leaf_count=2733 46 177 112 internal_value=0 0.000706745 -0.0162262 internal_weight=0 73.3203 3.02691 internal_count=3068 2910 158 is_linear=0 shrinkage=0.0204111 Tree=9114 num_leaves=3 num_cat=0 split_feature=1373 160 split_gain=1.46269 1.34321 threshold=0.099250000000000019 -0.40187499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020482842595837134 -0.022103442673241321 0.00067883419563096901 leaf_weight=1.1569893867497274 1.1137372262892302 81.996519763089054 leaf_count=247 26 2846 internal_value=0 0.000357245 internal_weight=0 83.1535 internal_count=3119 3093 is_linear=0 shrinkage=0.0204111 Tree=9115 num_leaves=4 num_cat=0 split_feature=2 1 150 split_gain=2.42021 2.90719 1.9221 threshold=0.092120000000000021 1.0000000180025095e-35 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01425176759832473 0.00019721690777629069 -0.0013019055851074531 0.010406171098398646 leaf_weight=9.5214073104050367 35.155085815702478 28.964646687716595 9.7217914927341536 leaf_count=946 1046 927 197 internal_value=0 -0.00453774 0.0024292 internal_weight=0 38.4861 44.8769 internal_count=3116 1873 1243 is_linear=0 shrinkage=0.0204111 Tree=9116 num_leaves=3 num_cat=0 split_feature=453 1210 split_gain=1.56926 1.33306 threshold=0.10097500000000002 -0.080884999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021147032491028044 -0.020652687565994508 0.0016451154244755326 leaf_weight=0.97166991840276651 1.2612067064037535 81.733821590343041 leaf_count=130 23 2961 internal_value=0 0.00134911 internal_weight=0 82.7055 internal_count=3114 3091 is_linear=0 shrinkage=0.0204111 Tree=9117 num_leaves=4 num_cat=0 split_feature=456 49 15 split_gain=1.56248 2.00975 1.8871 threshold=0.087495000000000003 -0.21083999999999997 -0.18498499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028174942352803483 0.0003528607333724353 3.8271271540429338e-06 -0.00040352043732647412 leaf_weight=4.2934795456567363 0.56314843706786666 77.26356368571146 2.6201893100378575 leaf_count=57 7 2875 156 internal_value=0 1.88243e-05 -0.00026227 internal_weight=0 81.557 3.18334 internal_count=3095 2932 163 is_linear=0 shrinkage=0.000400217 Tree=9118 num_leaves=3 num_cat=0 split_feature=52 38 split_gain=1.40659 1.24942 threshold=-0.51586999999999994 0.083695000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019453504817357505 0.0014527748046937255 -0.010748038298506152 leaf_weight=1.3260402519063053 78.349603246999777 3.5485503715590303 leaf_count=214 2805 71 internal_value=0 0.000910175 internal_weight=0 81.8982 internal_count=3090 2876 is_linear=0 shrinkage=0.0204111 Tree=9119 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=1.44115 1.58043 threshold=-0.080134999999999984 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038672099772364579 -2.0716691154871456e-05 -0.00042981834793528762 leaf_weight=1.2496780399233092 79.938783361245441 1.4302618864048771 leaf_count=13 2997 92 internal_value=0 -2.84884e-05 internal_weight=0 81.369 internal_count=3102 3089 is_linear=0 shrinkage=0.000400217 Tree=9120 num_leaves=3 num_cat=0 split_feature=52 157 split_gain=1.9812 1.62094 threshold=-0.41845999999999994 -0.10835999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039103893249074751 0.00035155643725325232 3.6192909006458447e-06 leaf_weight=1.8786516909294722 2.0929464100431678 78.575239068914016 leaf_count=304 62 2766 internal_value=0 1.31213e-05 internal_weight=0 80.6682 internal_count=3132 2828 is_linear=0 shrinkage=0.000400217 Tree=9121 num_leaves=4 num_cat=0 split_feature=150 15 456 split_gain=1.68223 3.83516 1.87482 threshold=0.082085000000000019 -0.031974999999999996 0.087055000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.9988323153495027e-05 0.00020018599435989959 -0.00022448082886895109 -0.00038960315027212111 leaf_weight=59.948775662377102 14.608942921440759 4.3307087032735572 2.1706618316566155 leaf_count=2534 255 142 125 internal_value=0 0.000102334 -3.35817e-05 internal_weight=0 18.9397 62.1194 internal_count=3056 397 2659 is_linear=0 shrinkage=0.000400217 Tree=9122 num_leaves=4 num_cat=0 split_feature=2 3 2 split_gain=2.3029 2.4313 2.39184 threshold=0.086635000000000004 -0.16935999999999998 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017652342816311735 0.022010529201948528 -0.007129169168152062 0.00095029468165319165 leaf_weight=1.6619911291636551 2.2339094122389715 24.52963950032381 53.49153205032303 leaf_count=26 38 1224 1784 internal_value=0 -0.00548821 0.001837 internal_weight=0 26.1916 55.7254 internal_count=3072 1250 1822 is_linear=0 shrinkage=0.0204111 Tree=9123 num_leaves=4 num_cat=0 split_feature=150 15 49 split_gain=2.15549 2.82968 2.24132 threshold=0.082085000000000019 -0.031974999999999996 0.10817500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.1532185058725117e-05 0.00017905107236298136 -0.00017118885757522778 0.00015650883361734608 leaf_weight=54.575354925817464 15.456295266702002 4.7471675409033187 7.0612422726812829 leaf_count=2427 274 139 248 internal_value=0 9.6266e-05 -5.40273e-05 internal_weight=0 20.2035 61.6366 internal_count=3088 413 2675 is_linear=0 shrinkage=0.000400217 Tree=9124 num_leaves=4 num_cat=0 split_feature=0 4 2 split_gain=1.74465 1.96761 1.66283 threshold=0.062580000000000011 -0.17966999999999997 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012559486861059132 0.0035946633845061809 6.5807843607568718e-05 0.023843629846384256 leaf_weight=5.4641471954037106 7.2084018250970967 66.142360296747484 2.1170171619705798 leaf_count=118 134 2791 38 internal_value=0 -0.000915707 0.00841985 internal_weight=0 71.6065 9.32542 internal_count=3081 2909 172 is_linear=0 shrinkage=0.0204111 Tree=9125 num_leaves=4 num_cat=0 split_feature=13 52 43 split_gain=1.73699 2.2732 2.08761 threshold=-0.10939499999999998 0.10178500000000001 -0.06705499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0095884057627790877 0.003086919680249804 -0.012606001702976932 -0.0041585965823204719 leaf_weight=13.688330958866571 29.492256393271418 2.134789474279386 37.517569438877217 leaf_count=239 1321 54 1487 internal_value=0 0.00652649 -0.000969882 internal_weight=0 15.8231 67.0098 internal_count=3101 293 2808 is_linear=0 shrinkage=0.0204111 Tree=9126 num_leaves=3 num_cat=0 split_feature=33 1213 split_gain=1.76821 1.4413 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021056991302358909 -0.013811654804497657 0.0014260436774750124 leaf_weight=1.4400093322619785 2.5610845686276198 79.80699093909675 leaf_count=41 461 2580 internal_value=0 0.000934149 internal_weight=0 82.3681 internal_count=3082 3041 is_linear=0 shrinkage=0.0204111 Tree=9127 num_leaves=4 num_cat=0 split_feature=13 43 15 split_gain=1.8121 2.50026 1.25658 threshold=-0.10939499999999998 0.085220000000000004 -0.090714999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016049867593702864 -0.000457467491625952 -0.017449013829738728 0.010631172798718433 leaf_weight=5.3466532704042029 61.333711268498746 3.7219003499503733 9.8501526799373078 leaf_count=129 2594 233 159 internal_value=0 -0.00145788 0.0063459 internal_weight=0 65.0556 15.1968 internal_count=3115 2827 288 is_linear=0 shrinkage=0.0204111 Tree=9128 num_leaves=4 num_cat=0 split_feature=42 3 13 split_gain=2.07697 2.71694 1.88347 threshold=-1.0000000180025095e-35 0.0055300000000000011 0.17936000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002888776091060727 3.8821548034669654e-05 0.00019003824527757859 -0.00036157793073741826 leaf_weight=7.3185087263723272 69.67166801116764 2.4605531147390138 1.8225206879142195 leaf_count=807 2171 37 46 internal_value=0 -0.000167588 2.80652e-05 internal_weight=0 9.77906 71.4942 internal_count=3061 844 2217 is_linear=0 shrinkage=0.000400217 Tree=9129 num_leaves=4 num_cat=0 split_feature=403 51 15 split_gain=1.63685 1.49826 0.200192 threshold=-0.088654999999999984 -0.40548499999999993 -0.14731999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.496400872860942e-05 -0.00039215211162367894 1.4994711620267374e-05 -0.00039707182525583874 leaf_weight=0.15665303018613475 1.3632460802800768 77.611351270395062 1.724554214550152 leaf_count=18 106 2552 388 internal_value=0 7.42137e-06 -0.000359804 internal_weight=0 78.9746 1.88121 internal_count=3064 2658 406 is_linear=0 shrinkage=0.000400217 Tree=9130 num_leaves=3 num_cat=0 split_feature=1374 1375 split_gain=1.67466 1.62074 threshold=-0.094679999999999986 -0.086529999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01640886973972755 0.017396788069992713 -0.00028391373034150489 leaf_weight=2.4964470580744083 2.1106197864355627 76.568571373889426 leaf_count=53 47 2976 internal_value=0 0.00021443 internal_weight=0 78.6792 internal_count=3076 3023 is_linear=0 shrinkage=0.0204111 Tree=9131 num_leaves=4 num_cat=0 split_feature=1 52 42 split_gain=2.56446 2.21167 1.62879 threshold=0.10100500000000003 0.11129000000000001 0.094880000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4528984516193787e-05 3.9947481655573562e-05 -0.00035801270910186165 0.00030466217835531118 leaf_weight=45.112973366007736 22.952097283934567 3.8115881300500396 4.3434430936758863 leaf_count=1898 610 367 160 internal_value=0 -6.97134e-05 8.31431e-05 internal_weight=0 48.9246 27.2955 internal_count=3035 2265 770 is_linear=0 shrinkage=0.000400217 Tree=9132 num_leaves=4 num_cat=0 split_feature=14 1 48 split_gain=1.63593 1.55578 0.163429 threshold=0.073890000000000011 0.087515000000000023 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9329516838100541e-05 -0.00051491238570634226 3.3852474312365033e-05 -0.00022074083742863298 leaf_weight=33.613945173493448 0.89835460788526689 45.863720234629 0.84703018972777389 leaf_count=1735 16 1240 82 internal_value=0 -1.40605e-05 -0.000394065 internal_weight=0 79.4777 1.74538 internal_count=3073 2975 98 is_linear=0 shrinkage=0.000400217 Tree=9133 num_leaves=4 num_cat=0 split_feature=51 16 160 split_gain=1.72969 2.90462 1.82805 threshold=0.085655000000000023 -0.063769999999999979 0.091525000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.2198471129282186e-05 0.00021525415069178716 -0.00016888907706999294 -0.00027606219183123621 leaf_weight=62.885368572906827 11.091890619922195 4.2923643234116744 4.7878633461114068 leaf_count=2436 286 148 241 internal_value=0 0.000107628 -4.05856e-05 internal_weight=0 15.3843 67.6732 internal_count=3111 434 2677 is_linear=0 shrinkage=0.000400217 Tree=9134 num_leaves=4 num_cat=0 split_feature=159 159 147 split_gain=1.92284 2.12527 1.96998 threshold=-0.032069999999999994 -0.027939999999999996 0.10136000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01919510471556353 0.025297275147289369 -0.00096166194400708934 0.017488885196526506 leaf_weight=3.992600306468602 1.1943826941587747 75.365449424286908 0.62618030095472921 leaf_count=403 8 2648 5 internal_value=0 -0.000515661 -0.0139255 internal_weight=0 76.5598 4.61878 internal_count=3064 2656 408 is_linear=0 shrinkage=0.0204111 Tree=9135 num_leaves=4 num_cat=0 split_feature=4 15 1 split_gain=1.63367 1.82566 0.0744287 threshold=0.51074000000000008 -0.095604999999999982 0.11231500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0054025201788567992 0.0081252708213007396 0.0019451868877357942 0.020926953873666516 leaf_weight=18.014983232323175 0.44301329285371949 63.11939772333767 1.5233173503074793 leaf_count=506 13 2485 137 internal_value=0 0.000308514 0.0186359 internal_weight=0 81.1344 1.96633 internal_count=3141 2991 150 is_linear=0 shrinkage=0.0204111 Tree=9136 num_leaves=4 num_cat=0 split_feature=3 160 43 split_gain=1.47154 3.1895 2.05205 threshold=-0.078644999999999979 0.083295000000000022 -0.053524999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013396035121804512 0.00016840809714334251 0.00016931725464647591 -7.2898787646072099e-06 leaf_weight=25.371224346037252 14.414568318185045 6.9996201287076465 39.841443713567742 leaf_count=1508 529 190 858 internal_value=0 -6.80244e-05 3.96397e-05 internal_weight=0 32.3708 54.256 internal_count=3085 1698 1387 is_linear=0 shrinkage=0.000400217 Tree=9137 num_leaves=4 num_cat=0 split_feature=0 16 49 split_gain=1.53053 2.29081 1.84801 threshold=0.042275000000000007 -0.54159499999999994 0.0040150000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015834470369601693 0.0028420906471385708 -0.0018510623387734289 0.022723678952913835 leaf_weight=3.0873544772912274 10.11104576915386 66.021411932550109 2.3135761966004784 leaf_count=82 222 2760 25 internal_value=0 -0.00103665 0.00671411 internal_weight=0 69.1088 12.4246 internal_count=3089 2842 247 is_linear=0 shrinkage=0.0204111 Tree=9138 num_leaves=3 num_cat=0 split_feature=33 51 split_gain=1.70517 1.70616 threshold=-1.0000000180025095e-35 -0.40548499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01878752455346698 -0.019992365844092932 0.0020928860206980171 leaf_weight=1.617909199267159 1.3729877940659196 80.073504340673026 leaf_count=43 117 2952 internal_value=0 0.00169365 internal_weight=0 81.4465 internal_count=3112 3069 is_linear=0 shrinkage=0.0204111 Tree=9139 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=2.20214 2.27011 1.61706 threshold=0.10423500000000001 -0.087789999999999993 -0.16969499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025136719265578977 -0.00011530126263188708 -4.4169055931086534e-05 0.00010544917935280932 leaf_weight=10.78682503672553 6.9941906901731299 38.319079824599385 21.067919028715551 leaf_count=520 104 1881 607 internal_value=0 -9.01514e-05 5.01898e-05 internal_weight=0 49.1059 28.0621 internal_count=3112 2401 711 is_linear=0 shrinkage=0.000400217 Tree=9140 num_leaves=3 num_cat=0 split_feature=0 155 split_gain=2.74951 1.71508 threshold=0.19242500000000004 0.088505000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00080906106087117108 -0.024908060456899476 -0.020314302552857367 leaf_weight=75.031300021865036 1.725204894930356 1.5243062316239946 leaf_count=2837 21 186 internal_value=0 0.000359418 internal_weight=0 76.5556 internal_count=3044 3023 is_linear=0 shrinkage=0.0204111 Tree=9141 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=1.51647 1.60268 threshold=0.21217000000000003 -0.51586999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038303608165316465 -0.00029779597931272353 2.9829382695812355e-05 leaf_weight=1.4231344977251854 2.332586065735085 80.190236942562933 leaf_count=216 22 2830 internal_value=0 2.21151e-05 internal_weight=0 81.6134 internal_count=3068 3046 is_linear=0 shrinkage=0.000400217 Tree=9142 num_leaves=3 num_cat=0 split_feature=3 121 split_gain=2.68055 1.36536 threshold=-0.52337999999999985 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023383842747987143 -5.898654463295393e-05 -0.022889775935758742 leaf_weight=1.9165793959982682 78.727245807833242 0.99466437567025323 leaf_count=24 3053 19 internal_value=0 -0.000375543 internal_weight=0 79.7219 internal_count=3096 3072 is_linear=0 shrinkage=0.0204111 Tree=9143 num_leaves=4 num_cat=0 split_feature=4 48 49 split_gain=1.71626 2.83252 2.05862 threshold=0.27150500000000005 0.12264000000000001 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010810940290253673 0.0099692652176353626 -0.018183376027783769 -0.00049622627930706533 leaf_weight=9.2999403174126183 10.961652472673448 1.615470753982662 56.25449345913762 leaf_count=188 347 26 2540 internal_value=0 0.00622465 -0.00197547 internal_weight=0 12.5771 65.5544 internal_count=3101 373 2728 is_linear=0 shrinkage=0.0204111 Tree=9144 num_leaves=3 num_cat=0 split_feature=0 1456 split_gain=2.54794 1.8125 threshold=0.15036000000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020375539912998317 -0.01429635468264101 0.0015091840693291037 leaf_weight=1.499052110209276 4.6817914503189959 74.302234660535305 leaf_count=270 68 2749 internal_value=0 0.00104698 internal_weight=0 75.8013 internal_count=3087 3019 is_linear=0 shrinkage=0.0204111 Tree=9145 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=2.10929 5.27949 1.8918 threshold=1.0000000180025095e-35 -0.084074999999999997 0.085875000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017631231510596659 0.0046526976087563083 0.0018028357670518797 -0.0035031951890019154 leaf_weight=8.950963547930316 36.225862593706552 16.243155871937233 17.483975342238409 leaf_count=783 1176 775 314 internal_value=0 -0.00514916 0.00199597 internal_weight=0 25.1941 53.7098 internal_count=3048 1558 1490 is_linear=0 shrinkage=0.0204111 Tree=9146 num_leaves=3 num_cat=0 split_feature=4 11 split_gain=1.55224 1.87161 threshold=0.51074000000000008 0.081005000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0026234108248120863 0.020799851195402431 -0.009434264452905284 leaf_weight=75.611278766103851 1.7156842567601405 5.6628014339567008 leaf_count=2765 140 174 internal_value=0 0.00177146 internal_weight=0 81.2741 internal_count=3079 2939 is_linear=0 shrinkage=0.0204111 Tree=9147 num_leaves=4 num_cat=0 split_feature=457 15 454 split_gain=1.54977 1.69304 1.48187 threshold=-0.0024349999999999997 0.084050000000000014 0.085470000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023035197844819834 7.2260885509167351e-05 -0.00010031601305007035 0.00026253952045995492 leaf_weight=5.7363494106084536 65.335032780570373 10.47662177251277 1.0756420784164218 leaf_count=245 1797 1073 15 internal_value=0 4.82992e-05 -0.000149535 internal_weight=0 75.8117 6.81199 internal_count=3130 2870 260 is_linear=0 shrinkage=0.000400217 Tree=9148 num_leaves=3 num_cat=0 split_feature=453 51 split_gain=1.42823 1.28277 threshold=0.096095000000000014 -0.40148999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019744772522556301 -0.019947442039212518 0.00048392115565017602 leaf_weight=1.215936862025045 1.3885814351961006 79.113458689395202 leaf_count=110 30 2955 internal_value=0 0.000150665 internal_weight=0 80.3294 internal_count=3095 3065 is_linear=0 shrinkage=0.0204111 Tree=9149 num_leaves=4 num_cat=0 split_feature=41 123 3 split_gain=1.80948 1.49238 1.03071 threshold=0.078150000000000011 0.13456000000000004 -0.16011499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017863040931292401 0.0054424014796389244 -0.02179792136780475 -0.015510975522608298 leaf_weight=75.54167051940658 1.2093038453895131 1.0230358920525748 4.1196513619834141 leaf_count=2900 37 19 117 internal_value=0 0.00143981 -0.0107419 internal_weight=0 76.5647 5.32896 internal_count=3073 2919 154 is_linear=0 shrinkage=0.0204111 Tree=9150 num_leaves=3 num_cat=0 split_feature=457 1 split_gain=1.65741 1.43465 threshold=0.27294000000000007 0.13662500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.6478558876044899e-05 0.00027388236036327267 0.00020186262723022812 leaf_weight=76.353247412103428 3.2392334920587009 4.5652840496950367 leaf_count=2886 33 166 internal_value=0 -1.33348e-05 internal_weight=0 80.9185 internal_count=3085 3052 is_linear=0 shrinkage=0.000400217 Tree=9151 num_leaves=3 num_cat=0 split_feature=1374 51 split_gain=1.64173 1.61314 threshold=-0.094679999999999986 0.085655000000000023 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031007688739614669 -1.4057674355150335e-05 0.00014002063800054059 leaf_weight=2.5164111109625074 65.637315007802954 12.931751907683745 leaf_count=57 2562 426 internal_value=0 1.14654e-05 internal_weight=0 78.5691 internal_count=3045 2988 is_linear=0 shrinkage=0.000400217 Tree=9152 num_leaves=3 num_cat=0 split_feature=16 52 split_gain=1.65875 1.4736 threshold=-0.55435499999999982 0.40945500000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029526933690105627 3.7387264128359804e-06 0.012742408242904572 leaf_weight=0.65475722166593087 75.86586204410446 3.8698430056717816 leaf_count=26 2844 221 internal_value=0 0.000638991 internal_weight=0 79.7357 internal_count=3091 3065 is_linear=0 shrinkage=0.0204111 Tree=9153 num_leaves=3 num_cat=0 split_feature=51 376 split_gain=1.39904 1.19843 threshold=-0.40548499999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019821054335959307 -0.00017577998117389689 0.0093168535319154925 leaf_weight=1.3228804897426005 76.955291424287452 5.8584241806311175 leaf_count=123 2798 162 internal_value=0 0.000507423 internal_weight=0 82.8137 internal_count=3083 2960 is_linear=0 shrinkage=0.0204111 Tree=9154 num_leaves=4 num_cat=0 split_feature=157 157 2 split_gain=1.60201 1.73182 0.793191 threshold=-0.082234999999999989 -0.081774999999999987 0.10859000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031977925697901659 0.00040592386124293584 9.5643685070452066e-06 0.00011103044284881345 leaf_weight=3.287899793036785 1.6965015800014942 74.996081110734394 0.79665126691725152 leaf_count=246 12 2771 30 internal_value=0 1.89111e-05 -0.000235034 internal_weight=0 76.6926 4.08455 internal_count=3059 2783 276 is_linear=0 shrinkage=0.000400217 Tree=9155 num_leaves=4 num_cat=0 split_feature=16 0 42 split_gain=1.66606 3.40523 1.94356 threshold=0.0015250000000000001 0.17335000000000003 0.084675000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7243205731303536e-05 -2.2654946568648113e-05 -0.00069715852276626866 0.00019618612573122491 leaf_weight=53.182466113044256 17.834892276781833 1.2124990411102761 10.098276654888194 leaf_count=2215 452 18 397 internal_value=0 -6.31326e-05 5.69269e-05 internal_weight=0 54.395 27.9332 internal_count=3082 2233 849 is_linear=0 shrinkage=0.000400217 Tree=9156 num_leaves=4 num_cat=0 split_feature=16 0 156 split_gain=1.4844 4.10156 1.402 threshold=0.0020050000000000003 0.12920000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7036891131560397e-05 -0.00037706435255759237 -0.00059528834580604496 9.6707063873532014e-05 leaf_weight=54.278921119728466 0.93372138072482158 1.9269334694108682 24.749770220508253 leaf_count=2254 90 28 735 internal_value=0 -3.80055e-05 7.79212e-05 internal_weight=0 56.2059 25.6835 internal_count=3107 2282 825 is_linear=0 shrinkage=0.000400217 Tree=9157 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=1.3918 1.5861 threshold=-0.40548499999999993 0.11584000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038824304031743052 -9.2415011114147267e-06 0.00013853327752634959 leaf_weight=1.2811686364329933 70.667745289363438 13.811834545547752 leaf_count=113 2601 392 internal_value=0 1.50701e-05 internal_weight=0 84.4796 internal_count=3106 2993 is_linear=0 shrinkage=0.000400217 Tree=9158 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=1.34659 1.64005 threshold=-0.40548499999999993 0.10060500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019904046740155678 -0.0023397722618434748 0.0038524667837466827 leaf_weight=1.3422315926509316 48.650357545623365 27.96954152248145 leaf_count=114 2191 710 internal_value=0 -7.70169e-05 internal_weight=0 76.6199 internal_count=3015 2901 is_linear=0 shrinkage=0.0204111 Tree=9159 num_leaves=4 num_cat=0 split_feature=483 1429 48 split_gain=1.53609 1.49732 0.715557 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0081222566895117233 -0.022290134287572958 0.0010295940035927767 -0.021492792014028851 leaf_weight=0.35226045805029604 1.05240063864744 77.678368345182662 1.7799134091424083 leaf_count=17 134 2721 203 internal_value=0 0.000686665 -0.0164389 internal_weight=0 78.7308 2.13217 internal_count=3075 2855 220 is_linear=0 shrinkage=0.0204111 Tree=9160 num_leaves=4 num_cat=0 split_feature=2 52 150 split_gain=1.8161 3.30991 1.76519 threshold=0.099100000000000008 -0.086049999999999974 0.094545000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023231880337808305 4.1116957201842329e-05 1.4313431586648762e-05 0.00031234735776018957 leaf_weight=11.279282728414726 27.471664186062302 37.061011732975885 4.3664260066580018 leaf_count=431 804 1742 111 internal_value=0 -4.36374e-05 7.9279e-05 internal_weight=0 48.3403 31.8381 internal_count=3088 2173 915 is_linear=0 shrinkage=0.000400217 Tree=9161 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=2.3121 3.48993 2.61598 threshold=0.0019650000000000002 -0.0022599999999999994 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3346663855838196e-05 9.1357666549077868e-05 -0.00041052281581792501 -0.00033504680884165373 leaf_weight=39.671692399114363 35.521610048030425 4.2528542629706854 2.3547850205213754 leaf_count=2021 923 124 53 internal_value=0 -7.08165e-05 6.39386e-05 internal_weight=0 43.9245 37.8764 internal_count=3121 2145 976 is_linear=0 shrinkage=0.000400217 Tree=9162 num_leaves=4 num_cat=0 split_feature=14 1374 15 split_gain=1.43931 1.48353 0.286201 threshold=0.073890000000000011 0.087785000000000016 -0.15973499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013319933376259082 -0.0049305744267599356 -0.01583777840543163 -0.021750602962650568 leaf_weight=77.329814177139269 0.72316015937758482 2.0431885256512023 1.269477452618047 leaf_count=2857 16 76 86 internal_value=0 0.000868328 -0.0162334 internal_weight=0 79.373 1.99264 internal_count=3035 2933 102 is_linear=0 shrinkage=0.0204111 Tree=9163 num_leaves=4 num_cat=0 split_feature=484 13 147 split_gain=2.0238 1.63233 1.4764 threshold=-0.0048899999999999994 -0.083414999999999975 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017355827315493823 0.0058178778453748647 -0.00053980010021478125 0.017701949347098175 leaf_weight=3.6499319289600853 25.224410165125164 50.030306607651482 0.48498028516769398 leaf_count=474 734 1849 3 internal_value=0 0.00159669 -0.0128856 internal_weight=0 75.2547 4.13491 internal_count=3060 2583 477 is_linear=0 shrinkage=0.0204111 Tree=9164 num_leaves=4 num_cat=0 split_feature=1 2 4 split_gain=2.21157 2.25381 1.84138 threshold=0.077800000000000022 0.074875000000000011 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043038914619716114 -0.00018311128489451514 -0.0001342793643520197 5.8850971452967555e-05 leaf_weight=1.0796663479122823 5.5042568458429733 24.366510261957274 49.012852789493081 leaf_count=6 171 1588 1323 internal_value=0 -0.00010854 3.40963e-05 internal_weight=0 25.4462 54.5171 internal_count=3088 1594 1494 is_linear=0 shrinkage=0.000400217 Tree=9165 num_leaves=4 num_cat=0 split_feature=4 483 1 split_gain=1.41459 1.91373 0.103994 threshold=0.51074000000000008 0.080590000000000009 0.11259500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015474539218856714 0.0064400443997546953 -0.013447601157827999 0.020797366073756887 leaf_weight=81.725775863204717 0.39195991260930796 3.5948909042385813 1.4820956560542979 leaf_count=2700 11 292 143 internal_value=0 0.000898858 0.0183269 internal_weight=0 85.3207 1.87406 internal_count=3146 2992 154 is_linear=0 shrinkage=0.0204111 Tree=9166 num_leaves=4 num_cat=0 split_feature=42 43 160 split_gain=2.07687 2.22556 0.763682 threshold=-0.097914999999999988 0.098940000000000014 0.086035000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022574058309041883 0.00018606272839778601 -0.015422646205370939 0.0013456716389892418 leaf_weight=2.4176446441749699 72.029119587114565 3.905924795700229 0.69720682111710619 leaf_count=177 2590 262 45 internal_value=0 -0.000638339 -0.0173591 internal_weight=0 75.935 3.11485 internal_count=3074 2852 222 is_linear=0 shrinkage=0.0204111 Tree=9167 num_leaves=4 num_cat=0 split_feature=403 38 2 split_gain=1.47576 1.59103 0.917238 threshold=0.088465000000000002 1.0000000180025095e-35 0.10912000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027493476922458887 -0.020895663021074266 -0.011429971778527826 0.0090511499892570665 leaf_weight=75.337091321860726 1.7504777440617538 3.3382973365960416 0.48224044832750212 leaf_count=2768 225 71 28 internal_value=0 0.00213231 -0.0143042 internal_weight=0 78.6754 2.23272 internal_count=3092 2839 253 is_linear=0 shrinkage=0.0204111 Tree=9168 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=2.25718 1.32302 threshold=-0.40306999999999998 -0.10726999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020114388910113013 0.0034792230492309748 -0.0017082310382961045 leaf_weight=2.1274849172878012 37.48360610160853 44.896413830734446 leaf_count=319 559 2217 internal_value=0 0.000653623 internal_weight=0 82.38 internal_count=3095 2776 is_linear=0 shrinkage=0.0204111 Tree=9169 num_leaves=3 num_cat=0 split_feature=104 38 split_gain=1.33212 1.55496 threshold=0.086250000000000007 -0.073614999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00042184728337031966 -0.00036334091672406778 1.6574815964523248e-05 leaf_weight=1.4335710900486436 1.3341468029102532 81.489169800505579 leaf_count=9 33 3055 internal_value=0 2.41406e-05 internal_weight=0 82.9227 internal_count=3097 3064 is_linear=0 shrinkage=0.000400217 Tree=9170 num_leaves=3 num_cat=0 split_feature=124 52 split_gain=1.63655 1.32387 threshold=0.10385500000000002 -0.51586999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019508584833037364 0.015899321652544048 3.3167424509840016e-05 leaf_weight=1.3602274551376456 2.5633927651797412 76.140664958650632 leaf_count=217 39 2791 internal_value=0 -0.000337461 internal_weight=0 77.5009 internal_count=3047 3008 is_linear=0 shrinkage=0.0204111 Tree=9171 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=2.82598 4.72772 1.95977 threshold=-0.10643499999999999 -0.080944999999999975 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.003369112893842327 -0.015853209018621254 0.00020388033327047847 0.019269642577055313 leaf_weight=15.910347813701266 8.905774607231022 49.955831026367377 3.9629749342657297 leaf_count=367 1091 1577 41 internal_value=0 -0.00225105 0.00663006 internal_weight=0 58.8616 19.8733 internal_count=3076 2668 408 is_linear=0 shrinkage=0.0204111 Tree=9172 num_leaves=4 num_cat=0 split_feature=403 1456 2 split_gain=1.70881 1.38624 0.43255 threshold=0.090530000000000013 1.0000000180025095e-35 0.10912000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2217564112946195e-05 -0.00040894228495763022 -0.00030597307602581397 2.8693606522790052e-05 leaf_weight=79.356933748580559 1.7597658999429762 1.8786011419110753 0.43097698500059767 leaf_count=2616 230 264 38 internal_value=0 2.39864e-05 -0.000325639 internal_weight=0 81.2355 2.19074 internal_count=3148 2880 268 is_linear=0 shrinkage=0.000400217 Tree=9173 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.48957 1.40984 threshold=-0.42985499999999993 -0.42781499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019497605386029876 0.026683250004473493 0.00040268710405925718 leaf_weight=1.4413296255797821 0.74755520140752096 80.867543584404757 leaf_count=274 4 2823 internal_value=0 0.000679631 internal_weight=0 81.6151 internal_count=3101 2827 is_linear=0 shrinkage=0.0204111 Tree=9174 num_leaves=4 num_cat=0 split_feature=2 0 0 split_gain=1.98749 1.85813 1.20577 threshold=0.12173500000000002 -0.23031999999999997 0.010870000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012538826043507182 7.6161565207830711e-05 -6.7020076428432287e-05 0.00041917356923703815 leaf_weight=9.1391692621400562 8.1590631752133032 61.574565507353554 1.9675776832482359 leaf_count=100 294 2647 41 internal_value=0 -4.1994e-05 0.000146663 internal_weight=0 70.7137 10.1266 internal_count=3082 2747 335 is_linear=0 shrinkage=0.000400217 Tree=9175 num_leaves=4 num_cat=0 split_feature=3 4 49 split_gain=1.67881 3.32504 1.91571 threshold=-0.10643499999999999 -0.16921999999999998 -0.030749999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017198495226408855 -0.012842900154695858 0.0015831805588229697 0.0028755115070989018 leaf_weight=5.1456345586248089 7.4638394064313607 54.730585543520192 15.201674243180149 leaf_count=60 148 2565 331 internal_value=0 -0.000168035 0.00657195 internal_weight=0 62.1944 20.3473 internal_count=3104 2713 391 is_linear=0 shrinkage=0.0204111 Tree=9176 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=1.6266 1.44623 threshold=0.25035000000000007 -0.42985499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037731830472395231 -0.00040108637930391704 3.516901075647806e-05 leaf_weight=1.2734582104631034 1.3267288353972606 80.411754492608907 leaf_count=261 193 2639 internal_value=0 2.82307e-05 internal_weight=0 81.6852 internal_count=3093 2900 is_linear=0 shrinkage=0.000400217 Tree=9177 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=2.50942 3.16158 1.79065 threshold=0.076845000000000011 0.11456500000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0086710781595042054 -0.0031518777987806445 0.010131882850285779 0.0047843784790466146 leaf_weight=22.40370255803305 17.851018001747434 4.3662563087418667 34.727440848560946 leaf_count=1563 728 23 755 internal_value=0 -0.00557483 0.00208895 internal_weight=0 26.77 52.5785 internal_count=3069 1586 1483 is_linear=0 shrinkage=0.0204111 Tree=9178 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=2.52467 2.38775 1.61029 threshold=0.099515000000000006 0.10274500000000002 0.095880000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0051067530925876549 0.0081288773231774341 0.009237307253158189 -0.0015278319225841179 leaf_weight=43.681260509413733 16.835376477087269 5.3313558159134109 12.447610317231009 leaf_count=2199 534 51 252 internal_value=0 -0.00352898 0.00403382 internal_weight=0 49.0126 29.283 internal_count=3036 2250 786 is_linear=0 shrinkage=0.0204111 Tree=9179 num_leaves=3 num_cat=0 split_feature=1429 46 split_gain=1.71231 1.36406 threshold=-1.0000000180025095e-35 0.13643000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047846198488327607 -9.8986710962699324e-06 0.00042574175532305246 leaf_weight=1.1228540491042611 78.561939855602304 1.0563877364620555 leaf_count=148 2935 11 internal_value=0 -3.52876e-06 internal_weight=0 79.6183 internal_count=3094 2946 is_linear=0 shrinkage=0.000400217 Tree=9180 num_leaves=4 num_cat=0 split_feature=151 2 151 split_gain=1.68095 3.78928 1.9548 threshold=-0.084809999999999983 0.10047500000000002 -0.083449999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018497826099115919 0.023386082983195753 0.0063215158582772355 0.0011127925434682286 leaf_weight=5.500110208708973 1.5693408022307256 4.6363109325175174 70.485817067536573 leaf_count=232 33 92 2750 internal_value=0 -0.00720064 0.00163343 internal_weight=0 10.1364 72.0552 internal_count=3107 324 2783 is_linear=0 shrinkage=0.0204111 Tree=9181 num_leaves=4 num_cat=0 split_feature=457 4 12 split_gain=1.99831 1.6302 1.5539 threshold=-0.0024349999999999997 0.07252500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010049371843831801 -0.00052713542693320372 0.0060276984330191775 -0.014972720144036866 leaf_weight=1.1961582642979918 51.558136845792205 22.674058913100453 5.2729066451374811 leaf_count=21 2306 537 223 internal_value=0 0.00148109 -0.0102538 internal_weight=0 74.2322 6.46906 internal_count=3087 2843 244 is_linear=0 shrinkage=0.0204111 Tree=9182 num_leaves=4 num_cat=0 split_feature=2 13 1 split_gain=1.6811 1.84387 0.493948 threshold=0.14780500000000005 -0.09194999999999999 0.109225 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0038456323213344932 0.0014237032689407164 -0.0034645461572935447 0.01936720390886092 leaf_weight=18.779161706615923 0.9508233620654204 60.127703616366944 1.9632445011120578 leaf_count=409 23 2556 108 internal_value=0 -0.0017218 0.0137818 internal_weight=0 78.9069 2.91407 internal_count=3096 2965 131 is_linear=0 shrinkage=0.0204111 Tree=9183 num_leaves=4 num_cat=0 split_feature=2 52 0 split_gain=1.69099 2.13487 1.72705 threshold=0.10043500000000001 0.077655000000000016 0.084675000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010434265330024048 2.3250413932323306e-05 8.7429999163195221e-05 0.00028097572532870599 leaf_weight=35.540523586169911 24.39770621338835 12.482860583070304 4.9163325027457168 leaf_count=1406 786 804 105 internal_value=0 -5.44072e-05 6.73788e-05 internal_weight=0 48.0234 29.314 internal_count=3101 2210 891 is_linear=0 shrinkage=0.000400217 Tree=9184 num_leaves=4 num_cat=0 split_feature=474 15 15 split_gain=1.33937 1.64364 0.046268 threshold=-1.0000000180025095e-35 -0.24269999999999997 -0.12640499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063097597448682943 0.00022660531509793806 -4.5502285881729506e-06 -0.00029529003558518066 leaf_weight=0.26436931092757732 5.168937384569289 73.483615352779907 0.63052049268662713 leaf_count=9 247 2701 108 internal_value=0 1.09415e-05 -0.000453599 internal_weight=0 78.6526 0.89489 internal_count=3065 2948 117 is_linear=0 shrinkage=0.000400217 Tree=9185 num_leaves=4 num_cat=0 split_feature=2 15 0 split_gain=1.72009 2.16623 1.96359 threshold=0.12198500000000001 0.084050000000000014 -0.13625999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1907977333537436e-05 -9.6036898627394177e-05 -0.00025367248225295418 0.0002632279654615062 leaf_weight=63.364619210611863 3.8199648356530815 7.0847802783102898 6.3963211050213413 leaf_count=1777 75 1011 267 internal_value=0 -4.5581e-05 0.000129311 internal_weight=0 70.4494 10.2163 internal_count=3130 2788 342 is_linear=0 shrinkage=0.000400217 Tree=9186 num_leaves=3 num_cat=0 split_feature=31 1 split_gain=1.59505 1.63119 threshold=-1.0000000180025095e-35 0.13662500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020348944706304887 -0.0011858146262887271 0.011336660514988973 leaf_weight=1.4544636709833856 73.825344909976593 4.4917095617274745 leaf_count=93 2840 154 internal_value=0 -0.000452455 internal_weight=0 78.3171 internal_count=3087 2994 is_linear=0 shrinkage=0.0204111 Tree=9187 num_leaves=4 num_cat=0 split_feature=1 15 1 split_gain=1.64216 2.34972 1.43638 threshold=1.0000000180025095e-35 -0.091214999999999977 0.078295000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0214137605981327 0.018886536021081174 -0.001838451647927651 0.0015787302232523038 leaf_weight=2.7503594446598099 1.9687571771501087 24.047859023492038 51.136936934573896 leaf_count=260 28 1318 1484 internal_value=0 -0.00392825 0.00225876 internal_weight=0 26.7982 53.1057 internal_count=3090 1578 1512 is_linear=0 shrinkage=0.0204111 Tree=9188 num_leaves=3 num_cat=0 split_feature=43 480 split_gain=1.49345 1.53084 threshold=0.25537500000000007 0.086640000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00053664384010096238 -0.02128075564701495 -0.019816931735453697 leaf_weight=77.74537190454862 1.4248627484141696 1.6426612240670682 leaf_count=2768 192 199 internal_value=0 -0.000962931 internal_weight=0 79.388 internal_count=3159 2967 is_linear=0 shrinkage=0.0204111 Tree=9189 num_leaves=4 num_cat=0 split_feature=0 3 14 split_gain=1.47035 3.08113 2.85098 threshold=-0.11471499999999998 -0.10075499999999998 -0.13131999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016004493432591957 0.0041304920884657655 -0.0066843389187266448 0.0048814122612180801 leaf_weight=2.899560555881183 17.088026599638397 30.268611942992038 28.527374061871342 leaf_count=51 341 2265 450 internal_value=0 -0.00278141 0.00290443 internal_weight=0 47.3566 31.4269 internal_count=3107 2606 501 is_linear=0 shrinkage=0.0204111 Tree=9190 num_leaves=4 num_cat=0 split_feature=15 43 52 split_gain=2.22545 2.48117 1.83345 threshold=0.050935000000000008 -0.19537999999999997 -0.077644999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0048376442030161736 0.0059500835966916146 -0.014614758104757482 -0.0026449382941074761 leaf_weight=19.860643956934837 3.1813153057082664 9.7384214842750207 42.935739379948245 leaf_count=680 88 1062 1260 internal_value=0 -0.00954332 -0.00027402 internal_weight=0 12.9197 62.7964 internal_count=3090 1150 1940 is_linear=0 shrinkage=0.0204111 Tree=9191 num_leaves=3 num_cat=0 split_feature=52 456 split_gain=1.86861 1.69488 threshold=-0.41845999999999994 0.084065000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019650268481669474 0.0021669215960622604 -0.0133318879008275 leaf_weight=1.6565754293915222 75.558986101565779 2.9475823331945312 leaf_count=301 2617 154 internal_value=0 0.00156685 internal_weight=0 78.5066 internal_count=3072 2771 is_linear=0 shrinkage=0.0204111 Tree=9192 num_leaves=3 num_cat=0 split_feature=33 31 split_gain=1.41123 1.19647 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018961679793138106 0.020918846113067779 -8.5362167746487301e-05 leaf_weight=1.5184053084813047 1.0350800144115044 75.321591431069692 leaf_count=40 78 2944 internal_value=0 0.000229581 internal_weight=0 76.3567 internal_count=3062 3022 is_linear=0 shrinkage=0.0204111 Tree=9193 num_leaves=4 num_cat=0 split_feature=15 159 2 split_gain=2.83199 2.19672 2.14811 threshold=-0.095554999999999987 0.091330000000000008 0.096585000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013000279818901773 0.0039611818471507907 -0.010372992733332958 0.00018891949813921243 leaf_weight=9.4159829956652192 56.85870640986559 4.725108895455377 11.175872901158071 leaf_count=338 2207 237 308 internal_value=0 0.00284454 -0.00587976 internal_weight=0 61.5838 20.5919 internal_count=3090 2444 646 is_linear=0 shrinkage=0.0204111 Tree=9194 num_leaves=4 num_cat=0 split_feature=15 4 42 split_gain=2.23764 3.19429 2.34608 threshold=0.084580000000000016 0.053255000000000004 0.085675000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0035714688527401354 -0.019204567692255894 0.0057005472310152506 -0.0055341977055859562 leaf_weight=54.666060729208084 5.2442378918517516 3.5101108071221461 14.914526271207249 leaf_count=1381 965 49 713 internal_value=0 -0.00927282 0.00161392 internal_weight=0 8.75435 69.5806 internal_count=3108 1014 2094 is_linear=0 shrinkage=0.0204111 Tree=9195 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=1.55893 3.42959 1.90935 threshold=0.076845000000000011 -0.1171 -0.10726999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024349870925114835 0.0056917308940958788 -0.0011793380527612026 -0.0019195107135433836 leaf_weight=2.8910178595979259 29.908039345952602 23.516576914880034 25.226294931017037 leaf_count=68 454 1515 1083 internal_value=0 -0.00380807 0.00221243 internal_weight=0 26.4076 55.1343 internal_count=3120 1583 1537 is_linear=0 shrinkage=0.0204111 Tree=9196 num_leaves=4 num_cat=0 split_feature=0 4 2 split_gain=1.63921 4.14658 1.59379 threshold=0.053965000000000006 -0.35377499999999995 0.11123500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046190542574215494 6.5690810111790031e-05 1.7935597695306825e-05 0.00040800438167151341 leaf_weight=2.8984974458071511 7.5177613732957962 68.889316012769541 2.9888114525474521 leaf_count=88 157 2835 54 internal_value=0 -2.12756e-06 0.000166344 internal_weight=0 71.7878 10.5066 internal_count=3134 2923 211 is_linear=0 shrinkage=0.000400217 Tree=9197 num_leaves=4 num_cat=0 split_feature=0 4 4 split_gain=1.42934 2.36575 1.78645 threshold=-0.23031999999999997 -0.078079999999999997 0.032965000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0134546092492274 0.0041043066542616781 -0.0038407377985857226 -0.0039775286293538348 leaf_weight=6.4916116883832711 23.774872396194723 44.987768038165086 3.8266747135203332 leaf_count=47 980 1973 68 internal_value=0 -0.00109151 0.00701637 internal_weight=0 68.7626 10.3183 internal_count=3068 2953 115 is_linear=0 shrinkage=0.0204111 Tree=9198 num_leaves=4 num_cat=0 split_feature=484 49 123 split_gain=2.47136 2.16283 0.761774 threshold=-0.0048899999999999994 -0.00025999999999999992 0.083935000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017850742659480685 -0.0038249036842083451 0.0035831559321230291 0.012743233616915671 leaf_weight=3.5913089416631006 23.981507467464326 51.464360742504141 0.29429482901468862 leaf_count=476 509 2119 12 internal_value=0 0.00122622 -0.0152415 internal_weight=0 75.4459 3.8856 internal_count=3116 2628 488 is_linear=0 shrinkage=0.0204111 Tree=9199 num_leaves=4 num_cat=0 split_feature=3 49 16 split_gain=1.70864 2.06591 0.900866 threshold=0.17769000000000004 -0.21083999999999997 -0.24404999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024609876215983561 0.0004363722709420961 -2.8362033969137281e-05 8.7797092592939595e-05 leaf_weight=4.5662462069121821 1.9041642414595115 71.947784273377692 3.0715320467133997 leaf_count=67 57 2885 81 internal_value=0 -1.16469e-05 0.000227862 internal_weight=0 76.514 4.9757 internal_count=3090 2952 138 is_linear=0 shrinkage=0.000400217 Tree=9200 num_leaves=4 num_cat=0 split_feature=1447 13 159 split_gain=2.09645 2.12052 0.137242 threshold=-0.086059999999999984 0.077550000000000022 -0.032069999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011034608004062564 -0.0023104506379856998 0.0062805089282952807 0.024449775647340945 leaf_weight=0.83833896699752619 64.774516546170616 14.566834304459688 1.1859491057907678 leaf_count=79 2618 359 29 internal_value=0 -0.000726548 0.0197636 internal_weight=0 79.3414 2.02429 internal_count=3085 2977 108 is_linear=0 shrinkage=0.0204111 Tree=9201 num_leaves=3 num_cat=0 split_feature=33 52 split_gain=1.9959 1.63515 threshold=-1.0000000180025095e-35 -0.51586999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021579747311508166 -0.019436440518368618 0.0023005406522259445 leaf_weight=1.4262354119564395 1.3579613392284944 77.502160276879749 leaf_count=46 235 2824 internal_value=0 0.00189921 internal_weight=0 78.8601 internal_count=3105 3059 is_linear=0 shrinkage=0.0204111 Tree=9202 num_leaves=4 num_cat=0 split_feature=456 151 150 split_gain=1.78765 1.46982 0.963357 threshold=0.087495000000000003 -0.51118499999999989 0.088135000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021392812676575494 -0.022411264713521614 0.002203287877698472 0.005176744789681346 leaf_weight=1.0044633276456796 1.8612597915271174 77.059706975446034 0.66981010428389698 leaf_count=51 103 2910 51 internal_value=0 0.00186947 -0.0152005 internal_weight=0 78.0642 2.53107 internal_count=3115 2961 154 is_linear=0 shrinkage=0.0204111 Tree=9203 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=1.84022 2.7082 2.17786 threshold=-0.10643499999999999 0.094405000000000003 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.008564987460721693 -0.0069912236039544355 0.0019073564543250739 -0.0066817926151858369 leaf_weight=14.504298918660426 29.476336141657839 27.410234628519902 5.2312262786826969 leaf_count=222 1923 764 180 internal_value=0 -0.00270821 0.00450868 internal_weight=0 56.8866 19.7355 internal_count=3089 2687 402 is_linear=0 shrinkage=0.0204111 Tree=9204 num_leaves=4 num_cat=0 split_feature=3 40 43 split_gain=1.68995 2.16808 2.01246 threshold=0.17769000000000004 -0.067204999999999987 -0.073264999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.8264913709086423e-05 -0.00019147729544740575 0.00036699132679777807 -7.5919499207073346e-05 leaf_weight=30.452152320301593 1.4704013804439453 3.8304232003065399 43.118683505755826 leaf_count=1257 12 140 1670 internal_value=0 0.000211321 -2.03743e-05 internal_weight=0 5.30082 73.5708 internal_count=3079 152 2927 is_linear=0 shrinkage=0.000400217 Tree=9205 num_leaves=4 num_cat=0 split_feature=14 13 3 split_gain=1.44009 1.42544 0.482449 threshold=0.077685000000000018 -0.10462499999999998 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011693127702681648 -0.00054645324276715557 -1.5264657256501406e-05 -0.00012667055039941843 leaf_weight=16.492076599432039 0.82149555809883168 61.205092001596313 0.99657648657739517 leaf_count=278 73 2653 27 internal_value=0 1.29233e-05 -0.000337047 internal_weight=0 77.6972 1.81807 internal_count=3031 2931 100 is_linear=0 shrinkage=0.000400217 Tree=9206 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.38814 1.66573 threshold=-0.5318799999999998 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014507532607588938 0.017528152923176384 0.00027452290245289439 leaf_weight=2.4357888624363104 2.2924837477949032 76.656015428978662 leaf_count=38 43 3012 internal_value=0 0.000799643 internal_weight=0 78.9485 internal_count=3093 3055 is_linear=0 shrinkage=0.0204111 Tree=9207 num_leaves=4 num_cat=0 split_feature=483 480 13 split_gain=1.25402 1.27381 0.583637 threshold=0.10297500000000001 0.08456000000000001 -0.073984999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025170575721897718 0.0023658033232428479 -0.018043963522201126 -0.023630100878335052 leaf_weight=78.587212781922972 0.49297659669559823 1.1649973650842174 1.0538634769854969 leaf_count=2814 72 174 53 internal_value=0 0.00219183 -0.0157448 internal_weight=0 79.7522 1.54684 internal_count=3113 2988 125 is_linear=0 shrinkage=0.0204111 Tree=9208 num_leaves=4 num_cat=0 split_feature=456 49 1 split_gain=1.87898 1.835 0.75243 threshold=0.087495000000000003 -0.14902499999999999 0.11332500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012672195479276302 -0.024297234771887857 0.00029420092785280679 -0.00025648726049592281 leaf_weight=5.2360308336137669 1.6204533352083665 74.55580347605769 0.7930816635780501 leaf_count=82 121 2841 38 internal_value=0 0.00112308 -0.0167591 internal_weight=0 79.7918 2.41353 internal_count=3082 2923 159 is_linear=0 shrinkage=0.0204111 Tree=9209 num_leaves=3 num_cat=0 split_feature=156 4 split_gain=1.18404 1.30008 threshold=-1.0000000180025095e-35 0.50673000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038224469456531071 -5.0612665040290767e-06 0.00029330681520656302 leaf_weight=1.1799368723839041 76.861987639232211 2.3005154883139758 leaf_count=159 2735 167 internal_value=0 4.01153e-06 internal_weight=0 79.1625 internal_count=3061 2902 is_linear=0 shrinkage=0.000400217 Tree=9210 num_leaves=4 num_cat=0 split_feature=4 48 159 split_gain=1.47404 2.62064 2.3234 threshold=0.17888000000000001 0.10389000000000002 0.091330000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017735114441584811 0.0092186442878698857 -0.0082390494615607445 -0.015676206904275129 leaf_weight=55.262920093717639 15.085614814965085 4.5916309683816499 4.2347479983645817 leaf_count=2321 396 64 253 internal_value=0 0.00512137 -0.00130786 internal_weight=0 19.6772 59.4977 internal_count=3034 460 2574 is_linear=0 shrinkage=0.0204111 Tree=9211 num_leaves=3 num_cat=0 split_feature=123 124 split_gain=1.27496 1.48067 threshold=0.13456000000000004 0.10385500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.8464965171357716e-06 -0.00040852904474097376 0.00031779189177796765 leaf_weight=76.86535654338013 1.0390133978798974 2.4052320870832764 leaf_count=2990 18 32 internal_value=0 1.57464e-05 internal_weight=0 79.2706 internal_count=3040 3022 is_linear=0 shrinkage=0.000400217 Tree=9212 num_leaves=4 num_cat=0 split_feature=43 0 34 split_gain=1.59512 3.18043 2.21132 threshold=-0.063379999999999978 -0.07087499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6510301928035858e-05 -0.00041762631554126102 0.00021911153865462196 -1.4967332647837616e-05 leaf_weight=16.808919517696726 2.1766972700424949 14.384575920059431 48.294487604191318 leaf_count=1060 43 337 1652 internal_value=0 8.17293e-05 -3.3219e-05 internal_weight=0 31.1935 50.4712 internal_count=3092 1397 1695 is_linear=0 shrinkage=0.000400217 Tree=9213 num_leaves=4 num_cat=0 split_feature=480 42 15 split_gain=1.62463 1.45657 0.14176 threshold=0.086640000000000009 0.10146500000000001 -0.46571499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019265230727130995 -0.0031578246672240126 -0.0098654290844487728 -0.020822817479268382 leaf_weight=75.066525958289958 0.26680070697329927 4.5224512776585462 1.4160996012228668 leaf_count=2542 10 346 190 internal_value=0 0.00124356 -0.018394 internal_weight=0 79.589 1.6829 internal_count=3088 2888 200 is_linear=0 shrinkage=0.0204111 Tree=9214 num_leaves=4 num_cat=0 split_feature=149 158 4 split_gain=1.48551 2.24022 0.818258 threshold=0.075040000000000009 0.084710000000000021 0.27192500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4496491221632719e-05 0.0011525034584453958 -0.015731868313311474 0.020856445234014722 leaf_weight=72.389988437585316 1.5457808040919183 3.9064478365482946 1.963519366821856 leaf_count=2665 59 324 30 internal_value=0 -0.000898047 0.0124812 internal_weight=0 76.2964 3.5093 internal_count=3078 2989 89 is_linear=0 shrinkage=0.0204111 Tree=9215 num_leaves=4 num_cat=0 split_feature=11 4 1211 split_gain=1.16234 1.56064 1.14521 threshold=0.081130000000000022 0.24814500000000003 0.082530000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00089256553363480562 -0.023314165931846719 -0.00098285839577510093 -0.017934496049656357 leaf_weight=74.741070625550037 1.927150612981676 3.6444971815217286 1.2588097477928375 leaf_count=2731 122 55 165 internal_value=0 -0.00901405 0.000554802 internal_weight=0 5.57165 75.9999 internal_count=3073 177 2896 is_linear=0 shrinkage=0.0204111 Tree=9216 num_leaves=4 num_cat=0 split_feature=43 43 43 split_gain=1.5149 2.68452 2.47274 threshold=-0.083844999999999989 -0.080934999999999993 -0.084534999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024244952157057732 -0.022384210677913515 -0.0012992320933920408 0.033039344895826397 leaf_weight=19.872131553494913 2.5250424318674041 55.170671088083282 1.0534002269923792 leaf_count=732 183 2143 39 internal_value=0 -0.00226358 0.0041333 internal_weight=0 57.6957 20.9255 internal_count=3097 2326 771 is_linear=0 shrinkage=0.0204111 Tree=9217 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.40747 1.59178 threshold=-0.094679999999999986 -0.033639999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029820064414480725 0.00041279798168680526 -8.7976092589193033e-06 leaf_weight=2.5278604719205751 1.3485200802097086 80.33136727579722 leaf_count=52 13 3066 internal_value=0 -1.28158e-06 internal_weight=0 81.6799 internal_count=3131 3079 is_linear=0 shrinkage=0.000400217 Tree=9218 num_leaves=4 num_cat=0 split_feature=1 131 43 split_gain=2.01942 1.52405 1.27739 threshold=0.12700000000000003 0.08956500000000002 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5335683714989194e-05 -0.00016053874665977586 -0.00020941038462854192 0.00027840890963494284 leaf_weight=67.882111469824622 1.1821263283491132 5.0907380424068824 6.6996227562776758 leaf_count=2438 8 365 269 internal_value=0 -6.39871e-07 0.000211248 internal_weight=0 72.9728 7.88175 internal_count=3080 2803 277 is_linear=0 shrinkage=0.000400217 Tree=9219 num_leaves=3 num_cat=0 split_feature=2 1 split_gain=1.74834 1.69295 threshold=-0.15319999999999998 0.14023000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018162700810030599 9.4836467305064705e-05 0.014910302741903253 leaf_weight=2.3617299144643757 74.790359575128832 3.2456133605410278 leaf_count=70 2904 119 internal_value=0 0.00073151 internal_weight=0 78.036 internal_count=3093 3023 is_linear=0 shrinkage=0.0204111 Tree=9220 num_leaves=4 num_cat=0 split_feature=133 39 15 split_gain=1.92218 2.1879 1.72899 threshold=0.088435000000000014 0.090190000000000006 -0.11664999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0045908164155207308 -0.014913900058609052 0.014488915558944092 0.0036796414046509885 leaf_weight=12.630586826645411 5.2699112577556653 1.2161436997412236 60.83994346264717 leaf_count=398 643 59 1971 internal_value=0 -0.00924851 0.00225301 internal_weight=0 6.48605 73.4705 internal_count=3071 702 2369 is_linear=0 shrinkage=0.0204111 Tree=9221 num_leaves=4 num_cat=0 split_feature=2 52 2 split_gain=1.79915 2.84415 1.20757 threshold=0.09771500000000001 -0.092109999999999984 0.10119000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026853717627956696 0.00025718911319217873 -3.1971624844141215e-06 4.366046420617209e-05 leaf_weight=7.5547260361427098 4.889857476458018 41.489500336542505 28.44179712518212 leaf_count=339 102 1782 838 internal_value=0 -4.45885e-05 7.5742e-05 internal_weight=0 49.0442 33.3317 internal_count=3061 2121 940 is_linear=0 shrinkage=0.000400217 Tree=9222 num_leaves=3 num_cat=0 split_feature=31 1 split_gain=1.71451 1.71073 threshold=-1.0000000180025095e-35 0.11584000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020288549840504658 -0.0024249101370824363 0.0055012110983321694 leaf_weight=1.4900849567275134 64.831142004499725 13.636813007964518 leaf_count=93 2641 377 internal_value=0 -0.00104157 internal_weight=0 78.468 internal_count=3111 3018 is_linear=0 shrinkage=0.0204111 Tree=9223 num_leaves=3 num_cat=0 split_feature=42 52 split_gain=1.68979 1.52396 threshold=-0.24552499999999997 -0.42985499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046933272133434906 -0.00038248364388940791 1.7118982064075732e-05 leaf_weight=1.0863526742759848 1.4467764064602295 79.24102438918635 leaf_count=19 280 2776 internal_value=0 9.43379e-06 internal_weight=0 80.6878 internal_count=3075 3056 is_linear=0 shrinkage=0.000400217 Tree=9224 num_leaves=4 num_cat=0 split_feature=1213 42 475 split_gain=1.35651 1.38998 1.18238 threshold=-1.0000000180025095e-35 -0.40652499999999997 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033870157554782588 -0.00048112752431652827 3.7001458758813537e-05 -0.00032853398125817654 leaf_weight=0.40718680620193515 0.72644854127429326 80.126337987351235 2.7130275711756431 leaf_count=2 8 2637 465 internal_value=0 3.16872e-05 -0.000232743 internal_weight=0 80.8528 3.12021 internal_count=3112 2645 467 is_linear=0 shrinkage=0.000400217 Tree=9225 num_leaves=4 num_cat=0 split_feature=483 31 13 split_gain=1.79761 1.2881 0.0346628 threshold=-0.066609999999999989 -1.0000000180025095e-35 -0.094389999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016941010249653927 0.00039184868345986274 -1.151376760477322e-05 -0.0004412116605809279 leaf_weight=0.28356015955796454 1.177192610601195 77.527789161544206 1.4084644129488868 leaf_count=16 93 2816 177 internal_value=0 -4.93257e-06 -0.000409003 internal_weight=0 78.705 1.69202 internal_count=3102 2909 193 is_linear=0 shrinkage=0.000400217 Tree=9226 num_leaves=4 num_cat=0 split_feature=43 16 43 split_gain=1.95859 2.96526 1.80661 threshold=0.083940000000000015 -0.014034999999999997 0.077425000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.4889459719664999e-06 -0.00038043356238563774 0.00013560372254754302 0.00039315340930049457 leaf_weight=70.41027038385846 5.0674211631035178 2.6486988549750086 1.7766520160948847 leaf_count=2761 255 68 15 internal_value=0 -0.000203888 6.8669e-06 internal_weight=0 7.71612 72.1869 internal_count=3099 323 2776 is_linear=0 shrinkage=0.000400217 Tree=9227 num_leaves=3 num_cat=0 split_feature=1374 49 split_gain=2.07552 1.5087 threshold=-0.094679999999999986 -0.14931499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038011737244056289 0.0002248751768288009 1.1032777994365136e-05 leaf_weight=1.9520871569111466 5.5831784238453102 73.515969466093566 leaf_count=53 105 2948 internal_value=0 2.64233e-05 internal_weight=0 79.0991 internal_count=3106 3053 is_linear=0 shrinkage=0.000400217 Tree=9228 num_leaves=4 num_cat=0 split_feature=49 15 3 split_gain=1.32064 1.76318 0.598736 threshold=-0.21083999999999997 0.098970000000000016 -0.100615 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031823015750077584 -2.8201995220898422e-05 -0.00036292636012018786 4.0386841313234041e-05 leaf_weight=2.2607928056677338 75.136903795264516 2.4977128270675157 2.6866600123121307 leaf_count=18 2741 268 59 internal_value=0 -3.94781e-05 0.000171583 internal_weight=0 77.6346 4.94745 internal_count=3086 3009 77 is_linear=0 shrinkage=0.000400217 Tree=9229 num_leaves=3 num_cat=0 split_feature=8 9 split_gain=1.43349 1.66486 threshold=0.08573500000000002 0.089020000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0005716407558042215 0.017510972419504538 -0.024161483626236571 leaf_weight=76.975071211182239 1.6797325949301001 1.1551103435340326 leaf_count=3014 54 27 internal_value=0 -0.00095448 internal_weight=0 78.1302 internal_count=3095 3041 is_linear=0 shrinkage=0.0204111 Tree=9230 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=1.8038 4.68706 1.83017 threshold=0.084805000000000019 0.077655000000000016 0.13110000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.9696081014058509e-06 -0.00018540672797864264 0.00047573882890463879 0.00023895422524646649 leaf_weight=59.616191496585998 13.58865217710513 3.2642532657810071 1.7500029123893899 leaf_count=2046 915 61 39 internal_value=0 1.69935e-05 -0.00013561 internal_weight=0 62.8804 15.3387 internal_count=3061 2107 954 is_linear=0 shrinkage=0.000400217 Tree=9231 num_leaves=4 num_cat=0 split_feature=403 42 2 split_gain=1.22113 1.28461 0.46205 threshold=0.08888500000000002 -0.108275 0.10912000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013120422672038981 -0.02072488034942338 -7.1518770553797339e-05 0.0029935182269421124 leaf_weight=3.1678625443769297 1.6405340079013506 75.414504151823621 0.3929316129788275 leaf_count=157 227 2725 35 internal_value=0 -0.000615474 -0.0162247 internal_weight=0 78.5824 2.03347 internal_count=3144 2882 262 is_linear=0 shrinkage=0.0204111 Tree=9232 num_leaves=4 num_cat=0 split_feature=3 0 39 split_gain=1.30371 2.55509 1.70645 threshold=0.17769000000000004 -0.11756999999999999 0.15608500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001246134805278346 -0.0044691202118702705 0.02295481028808876 0.02200376363668835 leaf_weight=73.793075241535234 2.7554059273388702 2.7336410094649173 1.2271880334301375 leaf_count=2924 73 71 26 internal_value=0 0.00937433 -0.000833586 internal_weight=0 5.48905 75.0203 internal_count=3094 144 2950 is_linear=0 shrinkage=0.0204111 Tree=9233 num_leaves=3 num_cat=0 split_feature=1452 148 split_gain=1.88534 1.61767 threshold=1.0000000180025095e-35 -0.082084999999999977 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013290532914984905 -0.022652417394974346 0.0016457180094686331 leaf_weight=3.0329362290431154 1.3097311186079412 76.873739150141773 leaf_count=99 156 2846 internal_value=0 0.00106099 internal_weight=0 79.9067 internal_count=3101 2945 is_linear=0 shrinkage=0.0204111 Tree=9234 num_leaves=4 num_cat=0 split_feature=15 15 1456 split_gain=2.3222 2.72773 1.95487 threshold=-0.095604999999999982 -0.24269999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0074577259029743005 -0.019084665152992876 -0.0088140468113242654 0.0039139849478587591 leaf_weight=5.7575746028596795 1.4725534196797969 15.975667508998411 57.40550420231375 leaf_count=257 266 408 2140 internal_value=0 -0.0044872 0.00330365 internal_weight=0 21.7332 58.8781 internal_count=3071 665 2406 is_linear=0 shrinkage=0.0204111 Tree=9235 num_leaves=3 num_cat=0 split_feature=1132 2 split_gain=1.58684 1.33651 threshold=-1.0000000180025095e-35 0.14059000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043361499491072111 -3.7630263835025187e-06 0.00021363798703206437 leaf_weight=1.2056294894427981 76.21363946209658 4.7034151384268617 leaf_count=22 2881 170 internal_value=0 9.15145e-06 internal_weight=0 80.9171 internal_count=3073 3051 is_linear=0 shrinkage=0.000400217 Tree=9236 num_leaves=4 num_cat=0 split_feature=2 33 11 split_gain=1.48238 2.17458 0.726116 threshold=-0.117405 -1.0000000180025095e-35 0.077905000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020226932153015003 -0.029380356732220694 -0.00017770582290286727 0.0031582840015600059 leaf_weight=2.0170919165539081 0.96639947616495092 71.595725266521413 2.1230426394795359 leaf_count=61 30 2961 37 internal_value=0 -0.0006113 0.0117879 internal_weight=0 72.5621 4.14013 internal_count=3089 2991 98 is_linear=0 shrinkage=0.0204111 Tree=9237 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.63252 2.44861 threshold=-0.5318799999999998 -0.46213499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015877484682384719 0.019265680344041289 -4.336873171897968e-05 leaf_weight=2.4634273587580529 2.7226663008514143 78.685413417014843 leaf_count=43 47 3003 internal_value=0 0.00062799 internal_weight=0 81.4081 internal_count=3093 3050 is_linear=0 shrinkage=0.0204111 Tree=9238 num_leaves=4 num_cat=0 split_feature=43 49 151 split_gain=2.28784 2.41972 1.87536 threshold=-0.06705499999999999 0.11008500000000002 -0.092609999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011647322839489566 -0.003191487242837473 0.010869396796818587 0.0069305533739350998 leaf_weight=2.3532761369742756 43.218883011909156 5.6686321131312516 29.122747619610436 leaf_count=107 1607 136 1216 internal_value=0 -0.00153998 0.00550523 internal_weight=0 48.8875 31.476 internal_count=3066 1743 1323 is_linear=0 shrinkage=0.0204111 Tree=9239 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=1.42623 1.35523 0.774675 threshold=-0.082264999999999991 -0.24269999999999997 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043090523096296477 0.00017436347435921277 -2.7126293719462324e-05 0.0002126477950409405 leaf_weight=1.8223821292135647 5.6624234475384574 72.183096899264683 0.28438226552680124 leaf_count=283 237 2552 11 internal_value=0 -1.22407e-05 -0.000337688 internal_weight=0 77.8455 2.10676 internal_count=3083 2789 294 is_linear=0 shrinkage=0.000400217 Tree=9240 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=2.20771 1.25232 threshold=-0.43271999999999994 0.31089000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02548807783799438 -0.0002602355304291941 0.017825704994312762 leaf_weight=1.3168291415186093 77.310461265637286 1.5166055110748846 leaf_count=17 3043 22 internal_value=0 0.000112522 internal_weight=0 78.8271 internal_count=3082 3065 is_linear=0 shrinkage=0.0204111 Tree=9241 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=1.70064 4.51087 2.39434 threshold=0.086635000000000004 -0.10726999999999999 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8979956464338302e-05 0.00043237718535790281 -0.00022659054891076901 1.0089702201359726e-05 leaf_weight=11.444149802555332 2.1311285816937007 16.563051478391344 52.327194335642616 leaf_count=143 36 1140 1769 internal_value=0 -9.36933e-05 2.74684e-05 internal_weight=0 28.0072 54.4583 internal_count=3088 1283 1805 is_linear=0 shrinkage=0.000400217 Tree=9242 num_leaves=3 num_cat=0 split_feature=10 457 split_gain=1.29934 1.33767 threshold=0.08302000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00017599299778217208 0.00035349528104005267 1.886790505829094e-05 leaf_weight=5.9939587480866967 1.6298660951124464 74.282552368567167 leaf_count=254 74 2737 internal_value=0 4.09348e-06 internal_weight=0 80.2765 internal_count=3065 2991 is_linear=0 shrinkage=0.000400217 Tree=9243 num_leaves=4 num_cat=0 split_feature=483 42 43 split_gain=1.89224 1.53205 0.0230293 threshold=0.096950000000000022 0.085585000000000008 -0.075449999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028974151874440147 -0.010336595053704472 -0.0036680108623541275 -0.023413243840018777 leaf_weight=62.313130960898661 0.34495492436144548 19.308055330740444 1.1136625448564235 leaf_count=1840 78 1098 91 internal_value=0 0.00134142 -0.0212781 internal_weight=0 81.6212 1.45862 internal_count=3107 2938 169 is_linear=0 shrinkage=0.0204111 Tree=9244 num_leaves=4 num_cat=0 split_feature=13 13 52 split_gain=1.35562 4.93805 1.57263 threshold=-0.083999999999999977 -0.084169999999999981 -0.048794999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012314463134595864 0.0010263423305412506 0.038511985235495337 -0.0061989010253966168 leaf_weight=23.671203854924219 20.570118585123055 1.3715421349534143 31.966013800102246 leaf_count=912 697 16 1460 internal_value=0 0.00238769 -0.00337375 internal_weight=0 25.0427 52.5361 internal_count=3085 928 2157 is_linear=0 shrinkage=0.0204111 Tree=9245 num_leaves=3 num_cat=0 split_feature=457 484 split_gain=1.78002 1.59912 threshold=-0.23052999999999998 -0.083139999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016717637856024408 -0.021079115037448328 -0.0019337150216823522 leaf_weight=1.9714159345603537 1.7540210180213751 72.633286692430829 leaf_count=29 269 2779 internal_value=0 -0.00241616 internal_weight=0 74.3873 internal_count=3077 3048 is_linear=0 shrinkage=0.0204111 Tree=9246 num_leaves=3 num_cat=0 split_feature=124 0 split_gain=1.40846 1.48368 threshold=0.10230000000000002 0.15398500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.099846773360731e-05 0.00029804029515353807 -0.00025963237474254671 leaf_weight=75.423947795222603 2.5010557620116733 3.2783917713459223 leaf_count=2990 40 55 internal_value=0 -6.27649e-07 internal_weight=0 78.7023 internal_count=3085 3045 is_linear=0 shrinkage=0.000400217 Tree=9247 num_leaves=4 num_cat=0 split_feature=15 13 49 split_gain=1.36694 3.70413 1.94264 threshold=0.084050000000000014 -0.24921999999999997 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017069768836483796 0.00047678130876042696 -0.00023242435521831904 4.4304859337858503e-05 leaf_weight=7.3679958448155949 1.2615386499674048 8.4519128693400472 67.264059955029097 leaf_count=130 8 1028 1914 internal_value=0 -0.000135932 2.2855e-05 internal_weight=0 9.71345 74.6321 internal_count=3080 1036 2044 is_linear=0 shrinkage=0.000400217 Tree=9248 num_leaves=4 num_cat=0 split_feature=13 13 39 split_gain=1.50688 3.71623 2.10092 threshold=-0.083499999999999977 -0.084169999999999981 0.13419 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7679103114015986e-05 -4.3140354129227126e-05 0.0005396430025775865 0.00040684093426524313 leaf_weight=23.366740775883958 51.830965420272605 2.5190042412150424 1.6053823095280666 leaf_count=906 2092 55 32 internal_value=0 8.86402e-05 -2.87992e-05 internal_weight=0 25.8857 53.4363 internal_count=3085 961 2124 is_linear=0 shrinkage=0.000400217 Tree=9249 num_leaves=4 num_cat=0 split_feature=52 2 42 split_gain=2.20667 2.77481 1.78141 threshold=-0.092109999999999984 0.097005000000000022 -0.10749999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016333978238185103 -0.019818372901682479 0.0027311626300336568 0.0024652709846521548 leaf_weight=6.59780940139626 1.4182866961805292 5.993781689455318 65.658139866075544 leaf_count=337 136 286 2332 internal_value=0 -0.00731461 0.00196186 internal_weight=0 12.5916 67.0764 internal_count=3091 623 2468 is_linear=0 shrinkage=0.0204111 Tree=9250 num_leaves=4 num_cat=0 split_feature=3 0 47 split_gain=1.93762 3.27367 2.20962 threshold=-0.097724999999999992 -0.06884499999999999 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.2362828433291338e-05 2.5010538788622309e-05 -0.00021276262261988032 0.00036622010787419314 leaf_weight=17.303713314367545 47.276199090769978 11.421171379432961 4.4398360554387173 leaf_count=421 2126 492 52 internal_value=0 -2.15717e-05 0.000117998 internal_weight=0 58.6974 21.7435 internal_count=3091 2618 473 is_linear=0 shrinkage=0.000400217 Tree=9251 num_leaves=4 num_cat=0 split_feature=3 0 49 split_gain=1.37529 1.68139 1.433 threshold=0.14813000000000001 -0.14239499999999997 -0.21083999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021428568962340516 -0.00023585383223358118 0.00026670957522813212 -2.5213761075659313e-05 leaf_weight=4.129722329982541 1.2189298027369657 5.6056280105840406 70.654353497660622 leaf_count=66 32 139 2865 internal_value=0 0.000174589 -1.16876e-05 internal_weight=0 6.82456 74.7841 internal_count=3102 171 2931 is_linear=0 shrinkage=0.000400217 Tree=9252 num_leaves=3 num_cat=0 split_feature=51 457 split_gain=1.36923 1.40487 threshold=-0.40548499999999993 -0.0024349999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038537224059779758 -0.00015478720001495765 4.7221765345391914e-05 leaf_weight=1.1665617238704715 5.8505283873537328 73.741681970697982 leaf_count=111 251 2735 internal_value=0 3.21763e-05 internal_weight=0 79.5922 internal_count=3097 2986 is_linear=0 shrinkage=0.000400217 Tree=9253 num_leaves=4 num_cat=0 split_feature=130 151 49 split_gain=1.58697 1.4496 0.502013 threshold=0.085970000000000005 -0.52054499999999992 -0.096289999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02140733523203215 0.0091732459310102151 0.0013729902705318835 -0.020843406060692897 leaf_weight=1.0700786039487855 0.20180247398093332 76.056432076768488 1.7004783649560966 leaf_count=46 6 2708 328 internal_value=0 0.00102635 -0.0173262 internal_weight=0 77.1265 1.90228 internal_count=3088 2754 334 is_linear=0 shrinkage=0.0204111 Tree=9254 num_leaves=4 num_cat=0 split_feature=1 16 42 split_gain=2.00526 3.92514 1.40361 threshold=0.077800000000000022 0.0020050000000000003 -0.40652499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024008438411351717 -0.00048143509873028144 6.6130352700459705e-05 5.2865990850308997e-05 leaf_weight=13.434006255799206 0.68807888316223298 13.201223445823414 53.686600566134985 leaf_count=1224 6 381 1470 internal_value=0 -8.86736e-05 4.51293e-05 internal_weight=0 26.6352 54.3747 internal_count=3081 1605 1476 is_linear=0 shrinkage=0.000400217 Tree=9255 num_leaves=4 num_cat=0 split_feature=15 148 39 split_gain=1.61282 1.85896 1.31834 threshold=0.10097000000000002 0.060860000000000004 0.088655000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021033515167011557 -0.020072973931494289 0.016968954745902102 0.013531776451243002 leaf_weight=67.957900080311902 3.1421138355945 2.086623090071952 0.49110826785909001 leaf_count=2732 279 35 20 internal_value=0 -0.00150901 -0.0152618 internal_weight=0 70.0445 3.63322 internal_count=3066 2767 299 is_linear=0 shrinkage=0.0204111 Tree=9256 num_leaves=4 num_cat=0 split_feature=1456 1374 3 split_gain=1.55284 1.42194 0.198781 threshold=-1.0000000180025095e-35 -0.094679999999999986 -0.15029999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021396410467833206 -0.013116497989879936 0.0022903461442971033 -0.019147643466407425 leaf_weight=0.18107323884760251 2.4664324663754078 79.18278490502189 1.58496283949239 leaf_count=11 53 2739 276 internal_value=0 0.00180762 -0.0169676 internal_weight=0 81.6492 1.76604 internal_count=3079 2792 287 is_linear=0 shrinkage=0.0204111 Tree=9257 num_leaves=4 num_cat=0 split_feature=14 130 3 split_gain=1.48486 1.39446 0.237023 threshold=0.077685000000000018 -0.084569999999999992 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014490644756013195 -0.02443603001230792 0.0014050354813984099 -0.0078422164833439906 leaf_weight=2.2580428243163615 0.91733746301542851 77.30682487869035 0.78459810398999141 leaf_count=106 74 2877 24 internal_value=0 0.000934188 -0.0177425 internal_weight=0 79.5649 1.70194 internal_count=3081 2983 98 is_linear=0 shrinkage=0.0204111 Tree=9258 num_leaves=4 num_cat=0 split_feature=43 43 15 split_gain=2.72261 2.37269 0.559841 threshold=-0.31011999999999995 -0.27157999999999993 -0.084139999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010090181888453017 0.00046706946293936444 -8.7037501516913216e-08 -0.00046161740607198864 leaf_weight=1.0775889443684721 1.6734510333044443 70.696461899323594 2.2635133123039841 leaf_count=38 9 2924 103 internal_value=0 1.14201e-05 -0.000352322 internal_weight=0 72.3699 3.3411 internal_count=3074 2933 141 is_linear=0 shrinkage=0.000400217 Tree=9259 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=1.44678 1.33842 threshold=-0.24467499999999998 -0.46879999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014942281005240787 -0.018132512354558775 0.00067968367970846295 leaf_weight=2.8015216329531532 1.4970132739326789 75.896281754674874 leaf_count=31 45 2972 internal_value=0 0.000290131 internal_weight=0 77.3933 internal_count=3048 3017 is_linear=0 shrinkage=0.0204111 Tree=9260 num_leaves=3 num_cat=0 split_feature=457 3 split_gain=1.6655 1.89587 threshold=0.31089000000000006 -0.015214999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001824964407219518 0.013389139574533297 -0.0046630487540128144 leaf_weight=43.780946646900929 3.4182093769777557 32.669594114227039 leaf_count=2417 36 665 internal_value=0 -0.000950322 internal_weight=0 76.4505 internal_count=3118 3082 is_linear=0 shrinkage=0.0204111 Tree=9261 num_leaves=4 num_cat=0 split_feature=43 4 13 split_gain=1.39085 1.74905 0.958828 threshold=0.095525000000000013 -0.40515499999999993 0.022820000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021870074259788477 7.7231795765125052e-05 1.4922331261436859e-05 0.00039526679965717963 leaf_weight=5.4416110576639758 4.6189513399976923 67.650687981496731 2.2056563902265225 leaf_count=183 247 2606 66 internal_value=0 -2.77846e-06 0.000184739 internal_weight=0 73.0923 6.82461 internal_count=3102 2789 313 is_linear=0 shrinkage=0.000400217 Tree=9262 num_leaves=4 num_cat=0 split_feature=2 159 13 split_gain=1.50879 2.176 1.85753 threshold=0.09771500000000001 0.091005000000000016 -0.089674999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0268204571862823e-05 0.00020608403918853226 -0.00034981322665346757 7.6915800585734208e-07 leaf_weight=45.082134807621514 10.393315780598643 3.3450255934149018 21.511898876357009 leaf_count=1945 210 213 732 internal_value=0 -4.37854e-05 6.81385e-05 internal_weight=0 48.4272 31.9052 internal_count=3100 2158 942 is_linear=0 shrinkage=0.000400217 Tree=9263 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=1.896 3.01413 1.29593 threshold=0.094405000000000003 -0.13941999999999996 0.10178500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0099648928985951735 0.0066958417311201966 -0.0052083879464605715 -0.0012982762880775793 leaf_weight=6.3472626316779488 21.429667000847985 35.108624535498848 13.847888851225433 leaf_count=138 694 2017 277 internal_value=0 -0.00286464 0.00356364 internal_weight=0 41.4559 35.2776 internal_count=3126 2155 971 is_linear=0 shrinkage=0.0204111 Tree=9264 num_leaves=4 num_cat=0 split_feature=4 483 1 split_gain=1.58148 1.61358 0.0684424 threshold=0.51074000000000008 0.080590000000000009 0.11277000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4178408856312343e-06 0.00016153640872384418 -0.00028090643184514491 0.00040744733011010821 leaf_weight=76.530596654290775 0.45190315810032089 3.2739921057241181 1.3396769650207714 leaf_count=2672 12 298 130 internal_value=0 -1.05419e-05 0.00035857 internal_weight=0 79.8046 1.79158 internal_count=3112 2970 142 is_linear=0 shrinkage=0.000400217 Tree=9265 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=1.80368 1.33814 threshold=-0.24552499999999997 -0.19537999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022692353774789852 0.0085040179420919366 -4.3110115721388579e-05 leaf_weight=1.2612051197502285 8.4749572229770802 68.555723538074062 leaf_count=22 192 2870 internal_value=0 0.000908228 internal_weight=0 77.0307 internal_count=3084 3062 is_linear=0 shrinkage=0.0204111 Tree=9266 num_leaves=4 num_cat=0 split_feature=0 2 0 split_gain=1.89648 2.96345 2.88209 threshold=-0.13625999999999996 0.083835000000000007 -0.074479999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036459748272961521 -0.00016943126416501565 6.8058372983967787e-06 2.2126684631551586e-05 leaf_weight=4.3925814919202848 22.676891375320338 20.991766969837045 28.034365382889064 leaf_count=48 1746 376 938 internal_value=0 7.00484e-05 -6.37181e-05 internal_weight=0 25.3843 50.7113 internal_count=3108 424 2684 is_linear=0 shrinkage=0.000400217 Tree=9267 num_leaves=3 num_cat=0 split_feature=39 158 split_gain=1.31515 1.32754 threshold=-0.042029999999999991 0.11015500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00024771270417662898 4.730749076764616e-05 -0.00036570153640007915 leaf_weight=2.5040923010674296 78.039288224865004 1.1559462589484599 leaf_count=49 2882 132 internal_value=0 4.07713e-05 internal_weight=0 79.1952 internal_count=3063 3014 is_linear=0 shrinkage=0.000400217 Tree=9268 num_leaves=4 num_cat=0 split_feature=456 0 13 split_gain=1.75687 1.41358 0.490612 threshold=0.087495000000000003 -0.23075999999999999 -0.08953499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0094684958045765551 -0.0005070910395817349 -0.00038320050724611338 -0.021563224906893674 leaf_weight=6.4961020822229321 0.60766361933201585 74.135135278812186 1.8724703180469067 leaf_count=89 21 2913 136 internal_value=0 0.000422537 -0.016649 internal_weight=0 80.6312 2.48013 internal_count=3159 3002 157 is_linear=0 shrinkage=0.0204111 Tree=9269 num_leaves=3 num_cat=0 split_feature=1365 3 split_gain=1.49313 1.19265 threshold=1.0000000180025095e-35 -0.16270999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00016003441808495227 -0.00038519514544180537 -2.3317689608139775e-05 leaf_weight=6.0554553650217704 1.6146765783050785 72.189202280845166 leaf_count=163 58 2842 internal_value=0 -8.91943e-06 internal_weight=0 78.2447 internal_count=3063 3005 is_linear=0 shrinkage=0.000400217 Tree=9270 num_leaves=3 num_cat=0 split_feature=1375 39 split_gain=1.93425 1.54557 threshold=-0.43271999999999994 0.0047850000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026861470013765574 -0.0016423556638292419 0.0061344157297117154 leaf_weight=1.0549175532642028 65.808334414220326 12.586085163009555 leaf_count=13 2727 367 internal_value=0 -0.00038684 internal_weight=0 78.3944 internal_count=3107 3094 is_linear=0 shrinkage=0.0204111 Tree=9271 num_leaves=4 num_cat=0 split_feature=13 13 15 split_gain=1.41266 3.17861 2.9575 threshold=-0.083499999999999977 -0.084169999999999981 0.079600000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011482423439117368 -0.00035204383720216698 0.024125967460106514 -0.015385731088706993 leaf_weight=22.740656588775668 44.466236007923044 2.7090346334562119 6.102353633454185 leaf_count=906 1259 62 838 internal_value=0 0.00368911 -0.00219621 internal_weight=0 25.4497 50.5686 internal_count=3065 968 2097 is_linear=0 shrinkage=0.0204111 Tree=9272 num_leaves=3 num_cat=0 split_feature=1444 1 split_gain=1.431 1.38151 threshold=-0.084559999999999982 0.12263000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019661509474751499 -0.0018911245672535561 0.006126560437039223 leaf_weight=1.3364116387783713 66.657453636966466 10.229493755705333 leaf_count=29 2753 309 internal_value=0 -0.000817047 internal_weight=0 76.8869 internal_count=3091 3062 is_linear=0 shrinkage=0.0204111 Tree=9273 num_leaves=4 num_cat=0 split_feature=403 160 2 split_gain=1.4802 1.48189 0.381718 threshold=0.090530000000000013 -1.0000000180025095e-35 0.10912000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.004526209478439301 -0.020796657887044205 0.0023171875678374438 0.0019870600523716874 leaf_weight=16.769424748704068 1.5820268898532948 60.089664999803972 0.35147354360015004 leaf_count=899 230 1910 32 internal_value=0 0.000819656 -0.016773 internal_weight=0 76.8591 1.9335 internal_count=3071 2809 262 is_linear=0 shrinkage=0.0204111 Tree=9274 num_leaves=4 num_cat=0 split_feature=3 151 39 split_gain=1.98458 2.31028 2.10589 threshold=-0.10643499999999999 0.056555000000000001 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2175309925648317e-05 -6.3747962826984195e-05 0.00045363688578610727 0.00013040423353757473 leaf_weight=16.871108361339797 48.2767614824063 2.7170144643168888 10.870068475232982 leaf_count=369 2318 20 354 internal_value=0 0.000118744 -2.78875e-05 internal_weight=0 19.5881 59.1468 internal_count=3061 389 2672 is_linear=0 shrinkage=0.000400217 Tree=9275 num_leaves=4 num_cat=0 split_feature=129 160 1 split_gain=1.44076 1.35558 0.228831 threshold=0.089775000000000008 -0.40187499999999993 0.10976000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035327861103034779 -0.00040684559264202267 2.4397824535601512e-05 -5.758021805697886e-05 leaf_weight=1.4409063268892612 1.3913834816034967 77.578995540714459 0.42682641721330572 leaf_count=225 168 2684 15 internal_value=0 1.70209e-05 -0.000332952 internal_weight=0 79.0199 1.81821 internal_count=3092 2909 183 is_linear=0 shrinkage=0.000400217 Tree=9276 num_leaves=4 num_cat=0 split_feature=13 13 13 split_gain=1.66615 1.9573 1.61493 threshold=-0.10462499999999998 -0.084169999999999981 -0.5318799999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017063558870850659 -0.00022920903378094508 3.2596774227059274e-06 0.00017411736623167463 leaf_weight=2.4774804254120708 6.3436465498346015 57.20145776635286 14.094458617562848 leaf_count=40 562 2187 265 internal_value=0 -2.03098e-05 0.000121778 internal_weight=0 63.5451 16.5719 internal_count=3054 2749 305 is_linear=0 shrinkage=0.000400217 Tree=9277 num_leaves=4 num_cat=0 split_feature=4 1447 13 split_gain=1.86367 1.5924 0.0836852 threshold=0.51074000000000008 -1.0000000180025095e-35 -0.0073699999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018520200974045324 0.0075478889753526918 -0.0012907347642316489 0.020912396298604287 leaf_weight=2.1948763625255188 0.42458300092766865 72.756339291975792 1.4065323969261943 leaf_count=286 97 2687 53 internal_value=0 -0.00182216 0.0184271 internal_weight=0 74.9512 1.83112 internal_count=3123 2973 150 is_linear=0 shrinkage=0.0204111 Tree=9278 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=2.19142 2.44031 threshold=-0.52337999999999985 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046154554350516985 -0.00011340917928093753 4.2910987857160738e-05 leaf_weight=1.5381534174084652 22.885409289292966 52.429631728063214 leaf_count=20 1572 1502 internal_value=0 -4.68667e-06 internal_weight=0 75.315 internal_count=3094 3074 is_linear=0 shrinkage=0.000400217 Tree=9279 num_leaves=4 num_cat=0 split_feature=13 13 2 split_gain=1.74397 2.66091 2.31883 threshold=-0.090744999999999978 -0.086589999999999986 0.092635000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.977799266915821e-05 -0.00050389143471852237 -2.2020109442353942e-05 0.00021166934240382193 leaf_weight=7.691829589570264 1.7842439228134015 57.905625108714503 11.724290339952857 leaf_count=253 196 2325 236 internal_value=0 -3.73406e-05 0.000100411 internal_weight=0 59.6899 19.4161 internal_count=3010 2521 489 is_linear=0 shrinkage=0.000400217 Tree=9280 num_leaves=3 num_cat=0 split_feature=2 484 split_gain=1.65103 1.60893 threshold=-0.16156999999999996 0.08764000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033598198890454474 4.0713265569614871e-06 -0.00026024112047607788 leaf_weight=2.1720128613087573 72.755821862706398 3.7737663470106773 leaf_count=60 2766 264 internal_value=0 -9.32339e-06 internal_weight=0 76.5296 internal_count=3090 3030 is_linear=0 shrinkage=0.000400217 Tree=9281 num_leaves=3 num_cat=0 split_feature=45 146 split_gain=1.34765 2.02402 threshold=-0.080134999999999984 0.089495000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038409333337968352 -2.0175302742251552e-05 -0.00054448088344635727 leaf_weight=1.178143236786126 75.027247800072701 1.0865137312503055 leaf_count=14 3048 20 internal_value=0 -2.84485e-05 internal_weight=0 76.1138 internal_count=3082 3068 is_linear=0 shrinkage=0.000400217 Tree=9282 num_leaves=4 num_cat=0 split_feature=4 151 42 split_gain=1.49943 2.81796 2.31097 threshold=0.27150500000000005 -0.27559499999999998 0.10146500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010831373090672118 -0.02285062988053347 0.0090904010240767611 -0.018421080705573259 leaf_weight=63.530585784116056 1.1768898649606843 10.952779829603967 3.2621452072289676 leaf_count=2438 19 347 309 internal_value=0 0.00581064 -0.00195933 internal_weight=0 12.1297 66.7927 internal_count=3113 366 2747 is_linear=0 shrinkage=0.0204111 Tree=9283 num_leaves=3 num_cat=0 split_feature=156 2 split_gain=1.24959 1.23033 threshold=-1.0000000180025095e-35 0.097925000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019386191434722057 -0.00078057010891198399 0.0042941466190185009 leaf_weight=1.1236067438958333 48.584196892092677 33.571002020305968 leaf_count=159 2079 874 internal_value=0 0.00129613 internal_weight=0 82.1552 internal_count=3112 2953 is_linear=0 shrinkage=0.0204111 Tree=9284 num_leaves=4 num_cat=0 split_feature=457 13 16 split_gain=1.90513 1.89893 1.04894 threshold=0.082870000000000013 -0.083999999999999977 -0.094434999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0082946813800017e-05 -5.5134112151477542e-05 -9.0307167277188169e-05 0.00020366803744031043 leaf_weight=24.029018289996202 3.4327312227997018 42.735660715599806 8.8122487925338628 leaf_count=827 66 1982 182 internal_value=0 -3.97806e-05 0.000131274 internal_weight=0 66.7647 12.245 internal_count=3057 2809 248 is_linear=0 shrinkage=0.000400217 Tree=9285 num_leaves=3 num_cat=0 split_feature=1365 51 split_gain=1.76247 1.3848 threshold=1.0000000180025095e-35 -0.40148999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039079265411595156 -0.00040128076618302534 1.2244244016974599e-05 leaf_weight=1.2779743443479663 1.6347019946406351 77.561653334955508 leaf_count=114 60 2940 internal_value=0 5.16615e-06 internal_weight=0 78.8396 internal_count=3114 3054 is_linear=0 shrinkage=0.000400217 Tree=9286 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=1.51527 1.84197 threshold=-0.18648999999999996 -0.10705999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.011341375741009654 -0.014615709317460927 0.00032285781536575225 leaf_weight=4.7735425376686171 3.4977777499298091 72.504081844792381 leaf_count=74 69 2963 internal_value=0 -0.000385138 internal_weight=0 76.0019 internal_count=3106 3032 is_linear=0 shrinkage=0.0204111 Tree=9287 num_leaves=4 num_cat=0 split_feature=52 131 131 split_gain=1.4908 4.01301 1.90785 threshold=-0.092264999999999986 0.097135000000000013 0.092255000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011360784132880603 0.0023348984232533952 0.018882632662245481 -0.013721904123520446 leaf_weight=10.370412903658687 62.133141815516638 2.1086185349122379 3.1327071906525807 leaf_count=569 2166 44 289 internal_value=0 -0.00612799 0.001542 internal_weight=0 12.479 65.2658 internal_count=3068 613 2455 is_linear=0 shrinkage=0.0204111 Tree=9288 num_leaves=4 num_cat=0 split_feature=52 52 1 split_gain=1.89039 4.10311 2.70137 threshold=0.084075000000000011 0.077655000000000016 0.11372500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0118648877191387e-05 -0.00020787643709233611 0.00051053113238433943 0.00015839899987865369 leaf_weight=58.793269112123653 12.904848584811818 2.6354474623185515 4.1958798322666544 leaf_count=2031 909 37 105 internal_value=0 3.24774e-05 -0.00011756 internal_weight=0 61.4287 17.1007 internal_count=3082 2068 1014 is_linear=0 shrinkage=0.000400217 Tree=9289 num_leaves=4 num_cat=0 split_feature=2 128 52 split_gain=1.60611 1.48535 0.221462 threshold=0.14808000000000002 0.085185000000000025 0.17160000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6796178269739129e-06 0.00034266944171273814 -0.00038010156781922159 9.6295406334996072e-05 leaf_weight=74.316449115599426 2.2024395184052987 1.6059861446037746 0.93208513402532833 leaf_count=2739 128 194 11 internal_value=0 -1.21901e-05 0.000275255 internal_weight=0 75.9224 3.13452 internal_count=3072 2933 139 is_linear=0 shrinkage=0.000400217 Tree=9290 num_leaves=4 num_cat=0 split_feature=156 41 15 split_gain=1.79772 1.68055 0.602194 threshold=0.091280000000000014 0.082980000000000012 -0.094449999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5759077568175683e-05 4.3575538669153027e-06 -0.00025113849576534287 -0.00037000364059100287 leaf_weight=73.396003878359124 0.91803408129635533 3.5751718984884056 2.607150797898611 leaf_count=2701 67 107 197 internal_value=0 1.25516e-05 -0.000275379 internal_weight=0 76.9712 3.52518 internal_count=3072 2808 264 is_linear=0 shrinkage=0.000400217 Tree=9291 num_leaves=4 num_cat=0 split_feature=0 52 3 split_gain=1.98713 2.39674 2.36238 threshold=-0.074654999999999985 0.084075000000000011 -0.0025949999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075759670602090767 0.0075097800731165351 -0.013486195424419516 -0.0049502176990667175 leaf_weight=41.77369162658988 22.117709214572191 7.1209001781546695 8.7785724362656747 leaf_count=1380 753 754 174 internal_value=0 -0.00263794 0.00396442 internal_weight=0 48.8946 30.8963 internal_count=3061 2134 927 is_linear=0 shrinkage=0.0204111 Tree=9292 num_leaves=4 num_cat=0 split_feature=130 146 15 split_gain=1.33671 1.3422 0.344367 threshold=-0.084569999999999992 0.088215000000000016 -0.096839999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025279712633682914 0.00032294586869272772 -0.019520095717568273 -0.0080932864527698475 leaf_weight=0.87311605617287602 74.476013185118518 1.3357486606982991 1.2846001347352274 leaf_count=27 2938 22 80 internal_value=0 -5.49457e-05 -0.0159518 internal_weight=0 75.8118 2.15772 internal_count=3067 2960 107 is_linear=0 shrinkage=0.0204111 Tree=9293 num_leaves=3 num_cat=0 split_feature=4 123 split_gain=1.35813 1.12768 threshold=0.51362000000000008 0.13456000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00068089431248767129 0.020366163104363025 -0.021137515010259018 leaf_weight=76.480605619228754 1.1498031412229455 1.0276642231619906 leaf_count=2941 119 16 internal_value=0 -0.000982224 internal_weight=0 77.5083 internal_count=3076 2957 is_linear=0 shrinkage=0.0204111 Tree=9294 num_leaves=3 num_cat=0 split_feature=8 48 split_gain=1.35809 1.98433 threshold=1.0000000180025095e-35 -0.095559999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00035899529854582719 0.00027523425577472178 6.8160255327007405e-06 leaf_weight=2.3410453325777771 2.7654382957789485 74.738547824847046 leaf_count=51 71 2954 internal_value=0 -4.79893e-06 internal_weight=0 77.0796 internal_count=3076 3005 is_linear=0 shrinkage=0.000400217 Tree=9295 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=2.04813 4.2181 3.00068 threshold=0.084075000000000011 0.077655000000000016 0.10655500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036689991540706169 -0.0096941659372010713 0.026081758714822909 0.015530595744163597 leaf_weight=57.636756017723201 14.932676049386602 2.6742269202877642 2.1574251461504437 leaf_count=2007 971 43 58 internal_value=0 0.00155333 -0.00642947 internal_weight=0 60.311 17.0901 internal_count=3079 2050 1029 is_linear=0 shrinkage=0.0204111 Tree=9296 num_leaves=4 num_cat=0 split_feature=1447 1 159 split_gain=1.47156 1.34311 0.499413 threshold=-0.086059999999999984 0.11584000000000001 -0.032069999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.8903093046435683e-05 -4.1876941099070957e-05 9.6689497857434812e-05 0.00046757011549292013 leaf_weight=0.87849324659282535 64.292980557879446 13.454838427427601 1.2251993406280224 leaf_count=69 2563 417 33 internal_value=0 -1.77924e-05 0.000312984 internal_weight=0 77.7478 2.10369 internal_count=3082 2980 102 is_linear=0 shrinkage=0.000400217 Tree=9297 num_leaves=4 num_cat=0 split_feature=41 129 12 split_gain=1.50165 1.51523 0.21499 threshold=0.087145000000000014 0.089775000000000008 0.09117500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1746207111863625e-05 -0.00016024975778748332 -0.00029576684330560171 -0.00042909077923316874 leaf_weight=77.247716731084438 1.3574066400615259 1.9531065760052104 0.88451257332235389 leaf_count=2829 71 193 26 internal_value=0 4.2771e-05 -0.000281682 internal_weight=0 79.2008 2.24192 internal_count=3119 3022 97 is_linear=0 shrinkage=0.000400217 Tree=9298 num_leaves=3 num_cat=0 split_feature=3 15 split_gain=2.46796 2.05989 threshold=-0.48702499999999999 0.098970000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024338339427496875 0.0014778958851963946 -0.011754378154971903 leaf_weight=1.5805337999481697 71.889832995354254 5.1475507239128993 leaf_count=30 2714 320 internal_value=0 0.000577954 internal_weight=0 77.0374 internal_count=3064 3034 is_linear=0 shrinkage=0.0204111 Tree=9299 num_leaves=3 num_cat=0 split_feature=39 49 split_gain=1.76955 1.40182 threshold=-1.0000000180025095e-35 -0.21083999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029038359921069437 0.00024189084967215273 1.173388539059295e-05 leaf_weight=2.8503990794270058 4.3781550472940571 76.011006249727416 leaf_count=65 61 3022 internal_value=0 2.45877e-05 internal_weight=0 80.3892 internal_count=3148 3083 is_linear=0 shrinkage=0.000400217 Tree=9300 num_leaves=4 num_cat=0 split_feature=42 133 3 split_gain=1.53446 1.69618 1.53647 threshold=0.091275000000000009 1.0000000180025095e-35 -0.10831999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0037904231287595475 0.0093511711627661392 -0.0099330172152509218 -0.0033977591178433464 leaf_weight=16.430296558980444 10.841347075970587 2.2030410040515553 49.312125125554985 leaf_count=331 348 360 2059 internal_value=0 0.00603748 -0.0015979 internal_weight=0 13.0444 65.7424 internal_count=3098 708 2390 is_linear=0 shrinkage=0.0204111 Tree=9301 num_leaves=4 num_cat=0 split_feature=1447 41 159 split_gain=1.79244 1.47421 0.211204 threshold=-0.086059999999999984 1.0000000180025095e-35 -0.032069999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0097177544760127174 0.0010787935448149334 -0.010012339582702087 0.024621174623015035 leaf_weight=0.90179448995331801 74.854263984984073 5.2371558326376535 1.18766526318086 leaf_count=79 2797 167 27 internal_value=0 0.000340582 0.0190104 internal_weight=0 80.0914 2.08946 internal_count=3070 2964 106 is_linear=0 shrinkage=0.0204111 Tree=9302 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=1.38738 5.04244 1.69905 threshold=1.0000000180025095e-35 -0.084074999999999997 0.060690000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031462085174194601 -9.2378094756610106e-06 4.4512298114887062e-05 0.000162112495236525 leaf_weight=9.5256994623862301 40.994979030142531 17.814057556497119 11.860835261726605 leaf_count=796 1185 786 312 internal_value=0 -8.13895e-05 2.94746e-05 internal_weight=0 27.3398 52.8558 internal_count=3079 1582 1497 is_linear=0 shrinkage=0.000400217 Tree=9303 num_leaves=4 num_cat=0 split_feature=2 52 123 split_gain=1.70486 3.84909 1.60352 threshold=0.092120000000000021 0.084805000000000019 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.767438107020023e-05 2.3829767140638796e-05 -0.00039847791393035842 0.00027645008176500012 leaf_weight=34.428654234989153 35.24724063896133 4.7405634866574919 4.4358280428823482 leaf_count=1260 1073 602 149 internal_value=0 -6.47666e-05 5.27664e-05 internal_weight=0 39.1692 39.6831 internal_count=3084 1862 1222 is_linear=0 shrinkage=0.000400217 Tree=9304 num_leaves=4 num_cat=0 split_feature=52 0 2 split_gain=1.9814 1.90358 1.67927 threshold=-0.27269499999999997 0.33442000000000005 0.15412000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020796415012758168 -0.00037508791501712047 0.020212872515561281 0.019395232647208684 leaf_weight=3.1584225196847906 75.47492994829804 0.45937898755073536 1.7213304343595144 leaf_count=336 2666 1 103 internal_value=0 -0.0151387 9.3205e-05 internal_weight=0 3.6178 77.1963 internal_count=3106 337 2769 is_linear=0 shrinkage=0.0204111 Tree=9305 num_leaves=4 num_cat=0 split_feature=12 49 3 split_gain=1.75952 2.49764 2.11552 threshold=0.085655000000000023 -0.21083999999999997 -0.015559999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016164439433258626 0.00024078231690718643 -0.00012008765091489374 -1.3974623997214607e-05 leaf_weight=16.372249554197197 3.3698173699194767 26.374370392179571 32.896252736582937 leaf_count=632 42 1780 667 internal_value=0 -7.84538e-05 4.46189e-05 internal_weight=0 29.7442 49.2685 internal_count=3121 1822 1299 is_linear=0 shrinkage=0.000400217 Tree=9306 num_leaves=4 num_cat=0 split_feature=3 3 151 split_gain=2.04269 2.36811 2.31653 threshold=-0.10643499999999999 -0.049374999999999995 0.055120000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.1974104519088955e-05 -0.00017081820110253679 9.1258423901827793e-06 0.00044790386814243168 leaf_weight=16.382973533786302 16.12608068183772 42.012527916692306 2.6632127515040329 leaf_count=379 1875 829 21 internal_value=0 -4.10182e-05 0.000109631 internal_weight=0 58.1386 19.0462 internal_count=3104 2704 400 is_linear=0 shrinkage=0.000400217 Tree=9307 num_leaves=4 num_cat=0 split_feature=14 13 48 split_gain=2.20931 1.73645 0.452484 threshold=0.073890000000000011 -0.5318799999999998 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002978020107524765 -0.00060702596349255079 3.7807071063505631e-05 -0.00019798444759099406 leaf_weight=2.4394354230462332 0.81417458093710582 77.412097733922792 1.1329552671759291 leaf_count=39 17 2951 98 internal_value=0 2.71517e-05 -0.000392729 internal_weight=0 79.8515 1.94713 internal_count=3105 2990 115 is_linear=0 shrinkage=0.000400217 Tree=9308 num_leaves=4 num_cat=0 split_feature=14 403 3 split_gain=1.57719 1.39256 0.371662 threshold=0.073890000000000011 -0.088654999999999984 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015589461538971507 -0.023772411493630734 0.0013114000991008975 -0.0060827912494214667 leaf_weight=1.9752826012372668 1.1716784040609129 75.764302543259419 0.97021612361095222 leaf_count=390 85 2568 29 internal_value=0 0.000860163 -0.0164598 internal_weight=0 77.7396 2.14189 internal_count=3072 2958 114 is_linear=0 shrinkage=0.0204111 Tree=9309 num_leaves=3 num_cat=0 split_feature=38 0 split_gain=1.43068 1.48957 threshold=-0.073614999999999986 -0.11471499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033989094507356647 3.6087663027590874e-05 -7.5547733775110145e-05 leaf_weight=1.5929536200128485 31.93078400387094 47.50178062303371 leaf_count=11 490 2563 internal_value=0 -3.06842e-05 internal_weight=0 79.4326 internal_count=3064 3053 is_linear=0 shrinkage=0.000400217 Tree=9310 num_leaves=4 num_cat=0 split_feature=12 148 1 split_gain=1.77314 1.80781 1.22766 threshold=0.10042000000000002 -0.084284999999999985 0.12212000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032917674682901051 -0.0002772154435230465 4.4069539978419225e-05 5.8396931395978905e-05 leaf_weight=2.0288346301895208 5.1628890845322521 72.399813644790356 2.5588107175426558 leaf_count=69 352 2624 74 internal_value=0 3.34161e-05 -0.000166755 internal_weight=0 74.4286 7.7217 internal_count=3119 2693 426 is_linear=0 shrinkage=0.000400217 Tree=9311 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=1.47522 1.65043 threshold=-0.52054499999999992 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021390518493817054 0.00092806499692729282 0.0095796610845020197 leaf_weight=1.0220427030999406 70.417935309652876 10.458239307947222 leaf_count=55 2679 352 internal_value=0 0.00205852 internal_weight=0 80.8762 internal_count=3086 3031 is_linear=0 shrinkage=0.0204111 Tree=9312 num_leaves=3 num_cat=0 split_feature=1374 1375 split_gain=1.37828 1.71403 threshold=-0.43163999999999997 -0.24467499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022151131081737444 0.020834134583151327 0.00032674317652146969 leaf_weight=0.99541094072628666 1.6244985212047129 76.812653502430749 leaf_count=17 20 3061 internal_value=0 0.000780561 internal_weight=0 78.4372 internal_count=3098 3081 is_linear=0 shrinkage=0.0204111 Tree=9313 num_leaves=4 num_cat=0 split_feature=42 43 132 split_gain=1.57325 1.58135 0.775061 threshold=-0.094924999999999995 -0.51195499999999983 0.081055000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039745435825984111 0.00029874352902974018 -1.1161435551318677e-06 4.546062031361476e-05 leaf_weight=2.2044698599722774 2.8184093082672907 72.779855861904934 0.8413632426309049 leaf_count=210 24 2792 37 internal_value=0 1.04883e-05 -0.000277832 internal_weight=0 75.5983 3.04583 internal_count=3063 2816 247 is_linear=0 shrinkage=0.000400217 Tree=9314 num_leaves=3 num_cat=0 split_feature=52 51 split_gain=1.36416 1.40858 threshold=-0.51586999999999994 -0.40548499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019380862729615967 -0.019786850472292311 0.0011472641892698598 leaf_weight=1.3097784248975575 1.2505508126287157 78.265647191372636 leaf_count=221 114 2771 internal_value=0 0.000790673 internal_weight=0 79.5162 internal_count=3106 2885 is_linear=0 shrinkage=0.0204111 Tree=9315 num_leaves=4 num_cat=0 split_feature=52 3 16 split_gain=1.47135 1.90131 1.44497 threshold=-0.32783999999999996 -0.51464499999999991 -0.004514999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020189232382685253 -0.0025404012322386869 -0.021389768705404912 0.0034985860563181829 leaf_weight=0.45829841494560275 49.692208756317314 2.6173290639171674 24.579799055217791 leaf_count=1 2127 341 645 internal_value=0 -0.0147026 -0.000539583 internal_weight=0 3.07563 74.272 internal_count=3114 342 2772 is_linear=0 shrinkage=0.0204111 Tree=9316 num_leaves=4 num_cat=0 split_feature=14 480 15 split_gain=1.63381 1.60912 0.176115 threshold=0.077685000000000018 0.086640000000000009 -0.15973499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021175437650566716 -0.0069029947126053618 -0.018785401591654215 -0.021600070710533319 leaf_weight=76.235318751964769 0.65197808675839031 1.4545544002376107 1.2055044111111772 leaf_count=2754 13 182 90 internal_value=0 0.00169972 -0.0171271 internal_weight=0 77.6899 1.85748 internal_count=3039 2936 103 is_linear=0 shrinkage=0.0204111 Tree=9317 num_leaves=4 num_cat=0 split_feature=1 16 14 split_gain=1.74873 4.76844 1.64054 threshold=1.0000000180025095e-35 0.0020050000000000003 0.077685000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024100645074346636 6.0658365665892606e-05 0.00010211939997360846 -0.00032773422773004288 leaf_weight=13.52836587407228 53.251452819669794 12.279703266128761 1.6906036655300329 leaf_count=1209 1455 373 94 internal_value=0 -7.80083e-05 4.8065e-05 internal_weight=0 25.8081 54.9421 internal_count=3131 1582 1549 is_linear=0 shrinkage=0.000400217 Tree=9318 num_leaves=4 num_cat=0 split_feature=3 13 4 split_gain=2.12362 1.34008 0.706897 threshold=-0.16935999999999998 -0.09194999999999999 -0.47472999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.8255048264745676e-06 7.0130964431495109e-05 -5.4138654158271574e-05 0.00032781886408253595 leaf_weight=1.3610836084553737 18.480056573682305 55.015035455117413 3.7697919160691518 leaf_count=66 473 2454 85 internal_value=0 -2.28324e-05 0.000240797 internal_weight=0 73.4951 5.13088 internal_count=3078 2927 151 is_linear=0 shrinkage=0.000400217 Tree=9319 num_leaves=4 num_cat=0 split_feature=3 15 1 split_gain=1.36995 1.76375 1.40459 threshold=-0.15337999999999999 0.098970000000000016 0.078295000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033673102798866439 8.7378796560395138e-06 -0.00025676042006987453 -2.3559788884052456e-06 leaf_weight=3.8497374796133945 66.995266661932646 4.1504894703652999 3.8631043178147593 leaf_count=32 2566 305 171 internal_value=0 -7.12983e-06 0.00016929 internal_weight=0 71.1458 7.71284 internal_count=3074 2871 203 is_linear=0 shrinkage=0.000400217 Tree=9320 num_leaves=4 num_cat=0 split_feature=16 4 150 split_gain=1.98031 2.41968 0.347498 threshold=-0.54159499999999994 -0.029079999999999998 0.082590000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001159118703056603 5.7052835061154233e-05 -8.7646074928797766e-05 0.00039427955137365294 leaf_weight=1.308170677541056 32.09995680521115 43.426691992844553 1.9148809539183274 leaf_count=40 1487 1487 54 internal_value=0 -2.61535e-05 0.000288981 internal_weight=0 75.5266 3.22305 internal_count=3068 2974 94 is_linear=0 shrinkage=0.000400217 Tree=9321 num_leaves=4 num_cat=0 split_feature=52 52 151 split_gain=1.58536 4.53822 2.444 threshold=0.084075000000000011 0.077655000000000016 -0.14608999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6899978382530488e-05 0.00036365167926491633 0.00050388714862600187 -0.00018142332755973623 leaf_weight=55.95533632531442 1.3423862326762908 2.7027476991061112 14.693734893324972 leaf_count=2022 23 39 983 internal_value=0 8.01025e-06 -0.00013359 internal_weight=0 58.6581 16.0361 internal_count=3067 2061 1006 is_linear=0 shrinkage=0.000400217 Tree=9322 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=2.15519 2.90559 2.129 threshold=0.087515000000000023 -0.08972999999999999 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012903193224913553 -0.010750094403100957 0.00018052967878275184 0.0042606755559352408 leaf_weight=10.396846198461843 4.2492453251252291 21.609039507206944 40.722116705245753 leaf_count=480 150 1285 1135 internal_value=0 -0.00409977 0.00281916 internal_weight=0 32.0059 44.9714 internal_count=3050 1765 1285 is_linear=0 shrinkage=0.0204111 Tree=9323 num_leaves=4 num_cat=0 split_feature=52 49 52 split_gain=2.31568 4.76466 4.00763 threshold=0.084805000000000019 0.13173000000000004 0.077655000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012425754116225831 -0.010713524562313703 0.017895019615690427 0.02389282287592652 leaf_weight=58.870805083645337 14.359102442046607 2.8086428731685364 3.3340320299394071 leaf_count=2062 950 39 61 internal_value=0 -0.00594754 0.00249732 internal_weight=0 17.1677 62.2048 internal_count=3112 989 2123 is_linear=0 shrinkage=0.0204111 Tree=9324 num_leaves=3 num_cat=0 split_feature=1365 1212 split_gain=1.1993 1.21712 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019316929094519864 -0.017045372115699398 0.001782110817383714 leaf_weight=1.0449574902195298 1.374338573681597 75.912049941912528 leaf_count=229 57 2827 internal_value=0 0.00146797 internal_weight=0 76.957 internal_count=3113 3056 is_linear=0 shrinkage=0.0204111 Tree=9325 num_leaves=4 num_cat=0 split_feature=1 160 1 split_gain=2.1233 1.88949 0.849864 threshold=0.12700000000000003 -0.09712999999999998 0.13257000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025727029770582644 0.00043849810693261364 1.8639427030892569e-05 0.00013530431459973913 leaf_weight=4.1093594029932765 2.0977223020454394 68.184457628834025 5.0167741699842736 leaf_count=391 44 2447 223 internal_value=0 2.58245e-06 0.000230111 internal_weight=0 72.2938 7.1145 internal_count=3105 2838 267 is_linear=0 shrinkage=0.000400217 Tree=9326 num_leaves=4 num_cat=0 split_feature=14 11 48 split_gain=1.91765 1.30737 0.299951 threshold=0.073890000000000011 0.081130000000000022 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010902447335264733 -0.032239144991643987 -0.009588080162993274 -0.011784839044563256 leaf_weight=68.026223439201203 0.6417966798744601 5.0249114062171421 0.84842971882062446 leaf_count=2809 15 146 91 internal_value=0 0.000342174 -0.0222313 internal_weight=0 73.0511 1.49023 internal_count=3061 2955 106 is_linear=0 shrinkage=0.0204111 Tree=9327 num_leaves=4 num_cat=0 split_feature=2 44 15 split_gain=1.25271 1.54149 0.850437 threshold=0.14059000000000002 1.0000000180025095e-35 0.13592500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5883693535108674e-06 0.00030405274584106151 -0.00036728340533754401 -8.2710630219556851e-05 leaf_weight=74.89493709275348 3.4135207345570953 1.7476704494183639 1.1726168805143968 leaf_count=2862 145 49 34 internal_value=0 -7.34647e-06 0.000205548 internal_weight=0 76.6426 4.58614 internal_count=3090 2911 179 is_linear=0 shrinkage=0.000400217 Tree=9328 num_leaves=4 num_cat=0 split_feature=0 0 3 split_gain=2.05747 4.80223 1.74028 threshold=-0.074479999999999977 -0.095869999999999983 -0.014604999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7990767372828023e-05 0.00014775053037762684 -0.00028166665801595967 -6.1658784183192704e-05 leaf_weight=38.10343618159277 20.680665415316529 10.934099860068953 9.0805806301286776 leaf_count=741 711 1424 234 internal_value=0 -4.93145e-05 8.38651e-05 internal_weight=0 49.0375 29.7612 internal_count=3110 2165 945 is_linear=0 shrinkage=0.000400217 Tree=9329 num_leaves=3 num_cat=0 split_feature=128 45 split_gain=1.53396 1.27197 threshold=0.085185000000000025 -0.080134999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00038555426811516367 -0.00038572645572059925 -1.0850438555028829e-05 leaf_weight=1.2066402127966274 1.6133362685964119 77.455760310959022 leaf_count=14 223 2859 internal_value=0 -4.23042e-06 internal_weight=0 78.6624 internal_count=3096 2873 is_linear=0 shrinkage=0.000400217 Tree=9330 num_leaves=4 num_cat=0 split_feature=42 1365 40 split_gain=1.89814 1.60211 1.13579 threshold=-0.094924999999999995 1.0000000180025095e-35 0.10666500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037150515352720679 2.9364577244114635e-05 -0.00034889161436194949 0.00016090679600710918 leaf_weight=3.0420038581514741 75.676762362497129 1.7253881569777139 0.73708070442080487 leaf_count=243 2806 63 6 internal_value=0 2.0441e-05 -0.00026602 internal_weight=0 77.4022 3.77908 internal_count=3118 2869 249 is_linear=0 shrinkage=0.000400217 Tree=9331 num_leaves=4 num_cat=0 split_feature=1 130 1 split_gain=1.99618 1.43537 1.16147 threshold=0.12700000000000003 -0.10152499999999999 0.13193500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044860609426244669 0.00042886545449647177 -1.5520910751740195e-05 9.1300991394206106e-05 leaf_weight=1.1352460010966741 2.1405906936561205 72.253347346422288 6.2664286111867114 leaf_count=57 40 2766 235 internal_value=0 -2.28935e-05 0.000181759 internal_weight=0 73.3886 8.40702 internal_count=3098 2823 275 is_linear=0 shrinkage=0.000400217 Tree=9332 num_leaves=3 num_cat=0 split_feature=1373 133 split_gain=1.49053 1.41245 threshold=0.099250000000000019 0.10599500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.6690910872503889e-05 -0.00043670871474762215 -0.00027808120420966313 leaf_weight=76.651715632906644 1.1211858143433335 2.5832188013878286 leaf_count=2628 28 430 internal_value=0 6.7019e-06 internal_weight=0 79.2349 internal_count=3086 3058 is_linear=0 shrinkage=0.000400217 Tree=9333 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=1.99728 2.20382 1.87271 threshold=0.076845000000000011 0.10812000000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0066759412812033691 -0.0022734644487445743 0.0092161208394437415 0.0057055281430592507 leaf_weight=21.675456041821239 18.981561811646316 4.2618274671258396 34.215112742476776 leaf_count=1592 749 19 745 internal_value=0 -0.00403628 0.00285968 internal_weight=0 25.9373 53.1967 internal_count=3105 1611 1494 is_linear=0 shrinkage=0.0204111 Tree=9334 num_leaves=4 num_cat=0 split_feature=42 4 2 split_gain=1.78236 3.89925 1.47469 threshold=0.085585000000000008 -0.0070849999999999993 -0.117405 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003254846452985711 -0.00035815822546605129 2.9595651553220055e-05 1.7222575522611734e-05 leaf_weight=2.4863059061026425 6.4696763589167885 11.220125788475341 57.86262109633708 leaf_count=70 765 460 1778 internal_value=0 -0.000113578 3.05019e-05 internal_weight=0 17.6898 60.3489 internal_count=3073 1225 1848 is_linear=0 shrinkage=0.000400217 Tree=9335 num_leaves=4 num_cat=0 split_feature=130 43 123 split_gain=1.33584 1.46477 0.946141 threshold=1.0000000180025095e-35 -0.51195499999999983 0.091600000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030153728954426551 -0.00038714087538098375 -3.3104548368006574e-06 0.00025410510783362909 leaf_weight=2.4980876243917001 2.1026660928346241 77.058469591217545 0.36127468588529144 leaf_count=28 378 2692 7 internal_value=0 6.67214e-06 -0.00028616 internal_weight=0 79.5566 2.46394 internal_count=3105 2720 385 is_linear=0 shrinkage=0.000400217 Tree=9336 num_leaves=4 num_cat=0 split_feature=480 104 52 split_gain=1.40466 1.23294 0.0182405 threshold=0.08598500000000002 0.087185000000000012 0.062900000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2874622373441823e-05 -0.00040654577539573586 -0.00036522944252347902 -0.00016075039317108429 leaf_weight=80.109121444835864 1.1178035793900551 1.2211358378044668 0.26804386437925121 leaf_count=2871 141 33 65 internal_value=0 1.65533e-05 -0.000374576 internal_weight=0 81.3303 1.38585 internal_count=3110 2904 206 is_linear=0 shrinkage=0.000400217 Tree=9337 num_leaves=4 num_cat=0 split_feature=2 1 12 split_gain=1.3255 2.03072 1.5917 threshold=0.092120000000000021 1.0000000180025095e-35 0.10042000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021109982272522727 7.0544313380847172e-05 -2.5848488105043133e-06 -0.00018961423288232199 leaf_weight=10.011790934391227 38.45655589033322 28.670914918140625 4.0667308543984282 leaf_count=940 968 899 279 internal_value=0 -5.70058e-05 4.52313e-05 internal_weight=0 38.6827 42.5233 internal_count=3086 1839 1247 is_linear=0 shrinkage=0.000400217 Tree=9338 num_leaves=4 num_cat=0 split_feature=3 2 9 split_gain=1.79048 1.6883 1.60475 threshold=-0.12077499999999998 0.10859000000000001 -0.016839999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021661414201048536 0.020238817989316427 0.016924990865629791 -0.0012438410696328545 leaf_weight=9.47128508580772 1.3716573578640225 4.819029797174152 61.575499664716745 leaf_count=220 94 101 2722 internal_value=0 0.00723606 -0.000740616 internal_weight=0 14.2903 62.9472 internal_count=3137 321 2816 is_linear=0 shrinkage=0.0204111 Tree=9339 num_leaves=4 num_cat=0 split_feature=457 1 14 split_gain=1.3967 2.01715 1.40228 threshold=-0.0024349999999999997 0.099470000000000017 0.073890000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004154756765207518 3.0007472480571966e-05 3.9062354875436423e-05 -0.00034811640686363484 leaf_weight=2.840433267019761 72.543543730016836 3.2879083343323146 1.4940746507008942 leaf_count=176 2729 65 104 internal_value=0 -0.000175287 2.18628e-05 internal_weight=0 6.12834 74.0376 internal_count=3074 241 2833 is_linear=0 shrinkage=0.000400217 Tree=9340 num_leaves=4 num_cat=0 split_feature=128 43 12 split_gain=1.63933 1.80917 0.008884 threshold=0.085185000000000025 -0.50992999999999988 -0.14662999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032132278994414886 -0.00013415098285589856 1.1568791625937658e-06 -0.00040231779730238749 leaf_weight=2.8204483390727537 0.16710497648455191 78.643399371947226 1.4179353226493265 leaf_count=36 6 2881 202 internal_value=0 1.26675e-05 -0.000384763 internal_weight=0 81.4638 1.58504 internal_count=3125 2917 208 is_linear=0 shrinkage=0.000400217 Tree=9341 num_leaves=4 num_cat=0 split_feature=1 52 15 split_gain=1.87393 2.17341 1.20981 threshold=0.12212000000000002 0.11571500000000003 -0.43414999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4682123376537243e-05 -0.00021176246800416591 -0.00028678065551785917 0.00018353299046537357 leaf_weight=59.808618683975055 1.3308432451631222 5.4281146190196514 9.3912799061508831 leaf_count=2338 90 420 212 internal_value=0 -4.69444e-05 0.000132787 internal_weight=0 65.2367 10.7221 internal_count=3060 2758 302 is_linear=0 shrinkage=0.000400217 Tree=9342 num_leaves=4 num_cat=0 split_feature=1 43 1 split_gain=1.82917 1.82586 0.898246 threshold=0.13130500000000003 -0.06705499999999999 0.13193500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9437821204972681e-05 0.00051963560400700647 -5.1131624628753643e-05 0.00014324262390651496 leaf_weight=28.117139308676769 1.1803885300032551 43.614426160566154 5.546706961496966 leaf_count=1262 6 1573 229 internal_value=0 9.26618e-08 0.000216714 internal_weight=0 71.7316 6.7271 internal_count=3070 2835 235 is_linear=0 shrinkage=0.000400217 Tree=9343 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=1.56666 1.39634 threshold=-0.24552499999999997 -0.19537999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045807970437363956 0.00016051488242353065 -1.6268784728997272e-05 leaf_weight=1.0941605522675661 7.8451638113133404 71.013321858669542 leaf_count=21 189 2873 internal_value=0 1.52102e-06 internal_weight=0 78.8585 internal_count=3083 3062 is_linear=0 shrinkage=0.000400217 Tree=9344 num_leaves=3 num_cat=0 split_feature=3 47 split_gain=1.90541 1.62344 threshold=-0.52337999999999985 0.086425000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041301225349984604 3.3443454116526892e-05 -0.00011314010476680212 leaf_weight=1.7755329733190581 64.867891924206106 14.760150121998775 leaf_count=25 2674 386 internal_value=0 6.15147e-06 internal_weight=0 79.628 internal_count=3085 3060 is_linear=0 shrinkage=0.000400217 Tree=9345 num_leaves=4 num_cat=0 split_feature=484 1212 150 split_gain=1.72446 1.3186 0.987047 threshold=-0.076799999999999993 -1.0000000180025095e-35 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040418721511148762 -0.00037960330443589159 4.0239810636133197e-05 0.00027205774165026017 leaf_weight=2.0637638456100826 1.1049690190484387 80.979402915112814 0.32983982970472414 leaf_count=329 220 2513 10 internal_value=0 3.40787e-05 -0.000303007 internal_weight=0 82.0844 2.3936 internal_count=3072 2733 339 is_linear=0 shrinkage=0.000400217 Tree=9346 num_leaves=4 num_cat=0 split_feature=52 52 13 split_gain=1.89709 2.53077 2.21515 threshold=0.060690000000000008 0.084075000000000011 -0.09194999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012329690913000333 0.0004782639908121967 6.4657099229276096e-05 -6.2130234788989252e-05 leaf_weight=13.21673673630721 2.6553665920555458 16.864746621145741 45.617741535695131 leaf_count=293 71 994 1747 internal_value=0 0.000123328 -2.03203e-05 internal_weight=0 19.5201 58.8345 internal_count=3105 1065 2040 is_linear=0 shrinkage=0.000400217 Tree=9347 num_leaves=3 num_cat=0 split_feature=1374 1211 split_gain=1.29781 1.303 threshold=0.098580000000000015 0.082530000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018995916542695792 -0.018134300869343697 -0.018751567094920901 leaf_weight=79.215912757495062 1.3055416201514152 1.182341522497153 leaf_count=2869 38 165 internal_value=0 0.00157024 internal_weight=0 80.3983 internal_count=3072 3034 is_linear=0 shrinkage=0.0204111 Tree=9348 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=3.73778 2.52541 1.2657 threshold=1.0000000180025095e-35 -0.07087499999999998 0.085875000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015093819704901272 0.0042385507512731884 -0.0013891621718693853 -0.0026866062272331366 leaf_weight=10.445154669019759 36.120682953061987 11.988107047716765 15.695519173608771 leaf_count=1291 1188 281 312 internal_value=0 -0.00781346 0.0021396 internal_weight=0 22.4333 51.8162 internal_count=3072 1572 1500 is_linear=0 shrinkage=0.0204111 Tree=9349 num_leaves=4 num_cat=0 split_feature=150 49 4 split_gain=1.95068 3.04545 2.85687 threshold=0.082085000000000019 -0.0019649999999999997 0.0019650000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025392529317040717 -4.2345263324130237e-05 -1.3816793863772601e-07 0.00027882688499789574 leaf_weight=8.7192993424368961 9.0520052279707688 53.183451191039012 8.5398412496797373 leaf_count=294 238 2418 169 internal_value=0 -3.62792e-05 0.000114343 internal_weight=0 61.9028 17.5918 internal_count=3119 2712 407 is_linear=0 shrinkage=0.000400217 Tree=9350 num_leaves=3 num_cat=0 split_feature=1365 156 split_gain=1.40116 1.38284 threshold=1.0000000180025095e-35 0.11815500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011945588161254286 -0.017349168886968559 -0.021068810688519558 leaf_weight=78.197516287006692 1.6874928319011804 1.068032450107238 leaf_count=2943 62 106 internal_value=0 0.000865284 internal_weight=0 79.2655 internal_count=3111 3049 is_linear=0 shrinkage=0.0204111 Tree=9351 num_leaves=4 num_cat=0 split_feature=1456 3 483 split_gain=1.79976 1.33074 0.00873023 threshold=-1.0000000180025095e-35 0.17769000000000004 -0.23056499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014689789720874258 -2.4756977960473095e-07 0.00020558586800414173 -0.00039843143058535723 leaf_weight=0.20071448905673595 74.008547166794415 5.2859473312528271 1.5863283269568444 leaf_count=23 2668 148 271 internal_value=0 1.37443e-05 -0.000380507 internal_weight=0 79.2945 1.78704 internal_count=3110 2816 294 is_linear=0 shrinkage=0.000400217 Tree=9352 num_leaves=4 num_cat=0 split_feature=34 52 16 split_gain=1.47025 1.49378 0.546 threshold=-0.083799999999999986 0.092885000000000009 -0.0097899999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022679085416659868 0.0020375215490150002 -0.0057036458686497045 -0.0046183492242099847 leaf_weight=1.3801757135079245 62.372730203184801 12.344622664144024 1.4448149621603068 leaf_count=39 2356 672 38 internal_value=0 0.000751924 -0.0139703 internal_weight=0 74.7174 2.82499 internal_count=3105 3028 77 is_linear=0 shrinkage=0.0204111 Tree=9353 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=1.3939 1.27605 threshold=1.0000000180025095e-35 0.30991000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00044153550263930112 -0.011959990189280295 0.019246476898570897 leaf_weight=73.587968651346273 3.6163146573899203 1.4228965308830073 leaf_count=2917 73 107 internal_value=0 0.000826405 internal_weight=0 75.0109 internal_count=3097 3024 is_linear=0 shrinkage=0.0204111 Tree=9354 num_leaves=4 num_cat=0 split_feature=401 52 15 split_gain=1.4655 1.50082 0.344936 threshold=0.087020000000000014 -0.51586999999999994 -0.23160499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037924070817987963 0.00017277163038114412 4.0260344500140096e-05 -0.00037567736549700933 leaf_weight=1.280104125080469 0.14065645622758882 74.843190170449361 1.6333852140560328 leaf_count=220 25 2580 216 internal_value=0 3.26593e-05 -0.000324518 internal_weight=0 76.1233 1.77404 internal_count=3041 2800 241 is_linear=0 shrinkage=0.000400217 Tree=9355 num_leaves=4 num_cat=0 split_feature=16 9 0 split_gain=2.23224 3.14888 1.91421 threshold=-0.008179999999999998 -0.01257 -0.10977499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075628031993182584 0.00027047531334083321 -3.6645805499747028e-05 3.3641504031587265e-05 leaf_weight=0.88313592480335401 6.8266023827382005 46.947712375393621 25.962762206711432 leaf_count=62 90 1987 983 internal_value=0 -5.16682e-05 8.37019e-05 internal_weight=0 47.8308 32.7894 internal_count=3122 2049 1073 is_linear=0 shrinkage=0.000400217 Tree=9356 num_leaves=3 num_cat=0 split_feature=1375 1365 split_gain=1.75483 1.69812 threshold=-0.43271999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047089851175616363 -1.645741126744376e-06 -0.00041988778627096893 leaf_weight=1.2368143861604028 74.740313170876107 1.4759959241127933 leaf_count=16 2985 55 internal_value=0 -1.03494e-05 internal_weight=0 76.2163 internal_count=3056 3040 is_linear=0 shrinkage=0.000400217 Tree=9357 num_leaves=4 num_cat=0 split_feature=47 0 4 split_gain=1.93362 3.72226 2.0227 threshold=0.086425000000000016 -0.074249999999999997 0.0064450000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.3819389667836198e-05 -0.01436372526081609 0.0066600080663439956 0.0074905238018142875 leaf_weight=41.974878996492862 8.387405761272019 5.8866988190566181 22.481164592183632 leaf_count=1990 253 134 702 internal_value=0 -0.0057091 0.00256639 internal_weight=0 14.2741 64.456 internal_count=3079 387 2692 is_linear=0 shrinkage=0.0204111 Tree=9358 num_leaves=3 num_cat=0 split_feature=453 150 split_gain=1.22923 1.6836 threshold=0.096095000000000014 -0.099594999999999975 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00030430243732667618 -0.00037498059499843129 -8.9660621398267757e-06 leaf_weight=2.7387651038588947 1.2956689975981124 76.055554293948489 leaf_count=39 30 3017 internal_value=0 2.339e-06 internal_weight=0 78.7943 internal_count=3086 3056 is_linear=0 shrinkage=0.000400217 Tree=9359 num_leaves=3 num_cat=0 split_feature=156 1455 split_gain=1.14776 1.13575 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037896464223471677 -0.00039658888104752559 1.9583805709968428e-05 leaf_weight=1.0955147118991124 0.95247096560819855 79.875776658674113 leaf_count=153 130 2810 internal_value=0 1.41378e-05 internal_weight=0 80.8282 internal_count=3093 2940 is_linear=0 shrinkage=0.000400217 Tree=9360 num_leaves=3 num_cat=0 split_feature=31 1375 split_gain=1.88931 1.76677 threshold=-1.0000000180025095e-35 -0.43271999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020829473221911584 -0.025972948382632935 -0.0012833788681485005 leaf_weight=1.4728473855029722 1.1165302398112533 72.37643897238604 leaf_count=90 14 3006 internal_value=0 -0.00169741 internal_weight=0 73.493 internal_count=3110 3020 is_linear=0 shrinkage=0.0204111 Tree=9361 num_leaves=4 num_cat=0 split_feature=42 39 42 split_gain=1.39271 1.87893 1.33521 threshold=0.10146500000000001 0.084475000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.005999596209511189 -0.019580452476497531 0.0095099092877723099 0.0017637001487167518 leaf_weight=10.606576623501722 3.0319706393343031 1.231083001810475 66.381999612437085 leaf_count=849 280 96 1892 internal_value=0 -0.0111514 0.000687005 internal_weight=0 4.26305 76.9886 internal_count=3117 376 2741 is_linear=0 shrinkage=0.0204111 Tree=9362 num_leaves=4 num_cat=0 split_feature=484 16 39 split_gain=1.60421 1.47408 0.899508 threshold=-0.0048899999999999994 -0.008179999999999998 0.091180000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014438794388571197 -0.0014123768068105627 0.0044173423530896871 0.016087311170520438 leaf_weight=3.9627517726503347 42.642644840030471 31.196731163559889 0.35370102541037329 leaf_count=480 1759 863 12 internal_value=0 0.00105361 -0.0115939 internal_weight=0 73.8394 4.31645 internal_count=3114 2622 492 is_linear=0 shrinkage=0.0204111 Tree=9363 num_leaves=3 num_cat=0 split_feature=38 2 split_gain=1.93409 1.63732 threshold=1.0000000180025095e-35 0.12226000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012776584494084467 -0.016226636338935299 0.0078829554131202573 leaf_weight=68.560498913868742 3.1545682321220729 9.108092903674331 leaf_count=2721 64 308 internal_value=0 -0.000193604 internal_weight=0 77.6686 internal_count=3093 3029 is_linear=0 shrinkage=0.0204111 Tree=9364 num_leaves=3 num_cat=0 split_feature=0 14 split_gain=2.50639 1.58428 threshold=0.19242500000000004 0.073890000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00082353693589089629 -0.022441366548172321 -0.018312354724450721 leaf_weight=73.105525653961422 1.9531006307079213 1.7360274763777841 leaf_count=2925 24 107 internal_value=0 0.000352968 internal_weight=0 74.8416 internal_count=3056 3032 is_linear=0 shrinkage=0.0204111 Tree=9365 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=2.07256 2.61655 threshold=-0.52337999999999985 -0.22295999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035151727346200318 -0.00021959512300436063 -4.7448833297439415e-06 leaf_weight=2.1863389008212826 10.411483292402407 66.196287424808816 leaf_count=26 243 2832 internal_value=0 -3.42223e-05 internal_weight=0 76.6078 internal_count=3101 3075 is_linear=0 shrinkage=0.000400217 Tree=9366 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.65576 2.18887 threshold=-0.5318799999999998 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015130609370498186 0.019069725940581702 0.0012434399173406538 leaf_weight=2.3349501998600308 2.872039618472626 75.673443186976101 leaf_count=41 44 3038 internal_value=0 0.00192148 internal_weight=0 78.5455 internal_count=3123 3082 is_linear=0 shrinkage=0.0204111 Tree=9367 num_leaves=4 num_cat=0 split_feature=148 148 448 split_gain=1.62389 1.81114 0.449256 threshold=-0.082084999999999977 -0.043434999999999994 -0.06977499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020354202426310659 0.019526705606055697 0.00051108941951418278 -0.0042853501200759599 leaf_weight=1.7470092472285617 2.0356936065836626 73.846270856363162 1.3090805274259754 leaf_count=50 70 2926 51 internal_value=0 0.00104924 -0.0138658 internal_weight=0 75.882 3.05609 internal_count=3097 2996 101 is_linear=0 shrinkage=0.0204111 Tree=9368 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=1.68811 1.6853 threshold=-0.52337999999999985 -0.49977499999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038195074099149601 -0.0002885620756532118 1.3725063818736401e-05 leaf_weight=1.8054686384566583 2.9631570207748146 74.968573996830173 leaf_count=19 135 2951 internal_value=0 1.83385e-06 internal_weight=0 77.9317 internal_count=3105 3086 is_linear=0 shrinkage=0.000400217 Tree=9369 num_leaves=4 num_cat=0 split_feature=0 52 0 split_gain=1.47204 2.74889 2.28772 threshold=0.12174000000000001 -0.071759999999999977 0.042275000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.3332373164061007e-07 0.00024588031423984402 -0.0003102710475061952 0.00027660965830263829 leaf_weight=66.549259099477695 1.8239029894757548 5.4141039479291058 5.0351722046543719 leaf_count=2836 82 66 100 internal_value=0 -0.000168516 1.95481e-05 internal_weight=0 7.23801 71.5844 internal_count=3084 148 2936 is_linear=0 shrinkage=0.000400217 Tree=9370 num_leaves=4 num_cat=0 split_feature=42 4 11 split_gain=2.06197 1.8101 1.33916 threshold=0.098515000000000019 0.39813000000000004 0.089965000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.0328750516057717e-05 -0.00036631987227612512 0.00023258670989883629 -0.00025301816897345478 leaf_weight=71.37686347448539 3.8791295842029276 0.93124706715752825 2.664042095203512 leaf_count=2584 324 83 98 internal_value=0 -0.000247723 1.97671e-05 internal_weight=0 4.81038 74.0409 internal_count=3089 407 2682 is_linear=0 shrinkage=0.000400217 Tree=9371 num_leaves=4 num_cat=0 split_feature=11 3 1 split_gain=1.52805 2.32672 1.84062 threshold=0.080455000000000013 -0.11550499999999998 0.11239500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020315813131225365 -0.00034746269514465461 4.4839712240423902e-06 0.00018107933590833268 leaf_weight=10.914514845755091 3.4963170131104553 65.733553357222945 1.4095881645916959 leaf_count=168 139 2715 44 internal_value=0 3.30298e-05 -0.000194948 internal_weight=0 76.6481 4.90591 internal_count=3066 2883 183 is_linear=0 shrinkage=0.000400217 Tree=9372 num_leaves=4 num_cat=0 split_feature=1 457 43 split_gain=1.92423 1.79033 1.34747 threshold=0.12374000000000002 0.084715000000000013 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018393029023411817 -0.0087489477744349172 0.0073674609912370128 0.013011871637714828 leaf_weight=58.126950429054887 1.3250769972801206 10.253933117458471 7.4379510412654763 leaf_count=2564 10 200 285 internal_value=0 -0.000448932 0.00965251 internal_weight=0 68.3809 8.76303 internal_count=3059 2764 295 is_linear=0 shrinkage=0.0204111 Tree=9373 num_leaves=4 num_cat=0 split_feature=43 48 474 split_gain=1.37966 2.48954 2.11996 threshold=-0.053524999999999996 0.086665000000000006 0.080165000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5828201889979393e-05 -5.8279609900861296e-05 0.0002773824215288967 0.00019079689568142374 leaf_weight=24.629686769835416 44.733946476188521 7.5303170136812687 6.1240803583368679 leaf_count=1173 1527 232 139 internal_value=0 7.78214e-05 -2.79338e-05 internal_weight=0 32.16 50.858 internal_count=3071 1405 1666 is_linear=0 shrinkage=0.000400217 Tree=9374 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.26001 1.56965 threshold=-0.51586999999999994 -0.40027499999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037787944632062067 0.00029629160401496951 4.5120947696273282e-06 leaf_weight=1.2143330526132547 2.9549741903501845 79.705247645666304 leaf_count=216 100 2826 internal_value=0 1.53294e-05 internal_weight=0 82.6602 internal_count=3142 2926 is_linear=0 shrinkage=0.000400217 Tree=9375 num_leaves=3 num_cat=0 split_feature=1366 11 split_gain=1.57766 1.64858 threshold=-1.0000000180025095e-35 0.088315000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038158997422435261 2.6623540821515229e-05 -0.00024639269984579596 leaf_weight=1.5320728930819303 78.653649526414711 3.5978409478811946 leaf_count=58 2918 106 internal_value=0 1.43626e-05 internal_weight=0 82.2515 internal_count=3082 3024 is_linear=0 shrinkage=0.000400217 Tree=9376 num_leaves=3 num_cat=0 split_feature=147 401 split_gain=1.22308 1.22481 threshold=-1.0000000180025095e-35 0.087020000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038584336862630296 2.5577473667078395e-05 -0.00029734032540940097 leaf_weight=1.1096649732062349 76.93612525820572 1.8168577539436217 leaf_count=29 2786 240 internal_value=0 1.77161e-05 internal_weight=0 78.753 internal_count=3055 3026 is_linear=0 shrinkage=0.000400217 Tree=9377 num_leaves=4 num_cat=0 split_feature=16 0 1429 split_gain=1.7601 3.13639 2.11739 threshold=-0.0087849999999999977 0.12920000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4264448638111105e-05 -0.00043739160415483106 -0.00052651396221786619 0.00010341690964182373 leaf_weight=47.745150571091472 1.0939543165868588 1.8828899691434333 32.015273654526482 leaf_count=1988 103 21 957 internal_value=0 -3.48407e-05 8.41342e-05 internal_weight=0 49.628 33.1092 internal_count=3069 2009 1060 is_linear=0 shrinkage=0.000400217 Tree=9378 num_leaves=3 num_cat=0 split_feature=474 1375 split_gain=1.37515 1.67708 threshold=-1.0000000180025095e-35 -0.43271999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050022179782602532 -0.00049344747416373773 -4.5002904607557724e-06 leaf_weight=0.82137423460153414 1.0280996470537491 78.116858744362617 leaf_count=114 12 2959 internal_value=0 -1.15399e-05 internal_weight=0 79.145 internal_count=3085 2971 is_linear=0 shrinkage=0.000400217 Tree=9379 num_leaves=4 num_cat=0 split_feature=39 457 12 split_gain=1.27506 1.98261 1.64169 threshold=0.0047850000000000011 0.084485000000000018 0.11596500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.601236357804247e-05 0.00016241977038088578 -0.00028706730920823888 -0.00033523736580975044 leaf_weight=63.113641460664439 10.886356334857735 1.7292181727825653 2.7650952421604407 leaf_count=2563 316 49 125 internal_value=0 9.88251e-05 -3.95381e-05 internal_weight=0 12.6156 65.8787 internal_count=3053 365 2688 is_linear=0 shrinkage=0.000400217 Tree=9380 num_leaves=4 num_cat=0 split_feature=11 3 48 split_gain=1.30612 1.5799 1.55703 threshold=0.088315000000000018 -0.015214999999999998 0.081520000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.1606765902469341e-05 5.4202711245349329e-06 -4.2233888880317869e-05 -0.00050090301856111762 leaf_weight=42.096382451841464 2.210021673548908 36.235908221616228 1.6224661015230593 leaf_count=2274 92 694 26 internal_value=0 1.89598e-05 -0.000217063 internal_weight=0 78.3323 3.83249 internal_count=3086 2968 118 is_linear=0 shrinkage=0.000400217 Tree=9381 num_leaves=3 num_cat=0 split_feature=1447 47 split_gain=1.40734 1.3905 threshold=-0.092374999999999985 0.10783500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041666721969837984 -2.8691108468997195e-05 0.00012898926402502044 leaf_weight=1.161334365071524 66.673195463477214 10.233942704369836 leaf_count=49 2859 196 internal_value=0 -7.55175e-06 internal_weight=0 76.9071 internal_count=3104 3055 is_linear=0 shrinkage=0.000400217 Tree=9382 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=1.47872 1.33708 threshold=0.15398500000000004 -0.51586999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019342137137942892 -0.011593155169934958 0.00089468143043637495 leaf_weight=1.2738460888922407 4.3332275255706909 73.719442915911486 leaf_count=221 62 2812 internal_value=0 0.000522613 internal_weight=0 74.9933 internal_count=3095 3033 is_linear=0 shrinkage=0.0204111 Tree=9383 num_leaves=3 num_cat=0 split_feature=158 42 split_gain=1.17061 1.1458 threshold=0.11034000000000001 -0.40652499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023778752678771987 -0.018545840206229253 0.00060552522461296569 leaf_weight=0.69901346365804684 1.2756833165813066 79.958079283727329 leaf_count=8 141 2962 internal_value=0 0.000361528 internal_weight=0 80.6571 internal_count=3111 2970 is_linear=0 shrinkage=0.0204111 Tree=9384 num_leaves=4 num_cat=0 split_feature=2 48 3 split_gain=1.34896 2.40089 1.11136 threshold=0.12001500000000002 0.11978500000000002 0.0014150000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.5225070267729554e-05 0.015416762862023562 -0.024317627530560344 0.0013240692229278068 leaf_weight=65.31763610706389 4.145271914779185 1.6134668133317962 5.2047615779229091 leaf_count=2675 201 39 148 internal_value=0 -0.000552429 0.00768047 internal_weight=0 66.9311 9.35003 internal_count=3063 2714 349 is_linear=0 shrinkage=0.0204111 Tree=9385 num_leaves=4 num_cat=0 split_feature=1429 14 160 split_gain=1.54775 1.3627 0.169986 threshold=-1.0000000180025095e-35 0.077685000000000018 -0.088289999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0057520315661472579 0.0012677847088185304 -0.017308521999951695 -0.025489526088156904 leaf_weight=0.31712118620498586 75.95441591172721 1.5698417091334693 0.90726940456624905 leaf_count=33 2915 102 113 internal_value=0 0.0008672 -0.0212877 internal_weight=0 77.5243 1.22439 internal_count=3163 3017 146 is_linear=0 shrinkage=0.0204111 Tree=9386 num_leaves=4 num_cat=0 split_feature=16 1374 51 split_gain=1.84368 1.44697 0.220587 threshold=0.51400000000000012 0.090240000000000015 -0.26321499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017414817498796755 -0.022586462509628841 -0.015922894792417291 -0.005017750638852716 leaf_weight=76.550099159572483 1.3892916010936458 1.8705598026172072 0.4669598597829453 leaf_count=2885 76 65 93 internal_value=0 0.00129803 -0.0187037 internal_weight=0 78.4207 1.85625 internal_count=3119 2950 169 is_linear=0 shrinkage=0.0204111 Tree=9387 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.2193 1.85348 threshold=-0.5318799999999998 -0.47365999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01333922678381972 0.015902766504535787 2.1727207057524925e-05 leaf_weight=2.5671242527459972 3.0782873462630951 75.984266981503652 leaf_count=40 50 3053 internal_value=0 0.000661668 internal_weight=0 79.0626 internal_count=3143 3103 is_linear=0 shrinkage=0.0204111 Tree=9388 num_leaves=3 num_cat=0 split_feature=51 105 split_gain=1.28548 1.32918 threshold=-0.40548499999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038695532046905518 1.0443582370468621e-05 -0.00038633048144875434 leaf_weight=1.2601982975274939 79.334574629025155 1.2638072156114493 leaf_count=107 2974 33 internal_value=0 3.69473e-06 internal_weight=0 80.5984 internal_count=3114 3007 is_linear=0 shrinkage=0.000400217 Tree=9389 num_leaves=4 num_cat=0 split_feature=16 9 16 split_gain=1.57066 2.22831 1.94714 threshold=-0.0087849999999999977 0.081505000000000008 -0.013049999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.7488910712111068e-05 8.7783069054558739e-05 -0.00033873814490532173 -0.00053025246500017827 leaf_weight=44.152754895932958 31.889000685978772 1.9807761764095619 1.2121669727030155 leaf_count=1874 1035 45 109 internal_value=0 6.18053e-05 -5.19288e-05 internal_weight=0 33.8698 45.3649 internal_count=3063 1080 1983 is_linear=0 shrinkage=0.000400217 Tree=9390 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=1.82555 1.69921 threshold=-0.16649999999999998 0.086635000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033696329813127809 -0.00010405856823210614 2.2767763405711144e-05 leaf_weight=2.2779381020809515 24.876138247577728 52.321413859710901 leaf_count=65 1217 1817 internal_value=0 -1.81923e-05 internal_weight=0 77.1976 internal_count=3099 3034 is_linear=0 shrinkage=0.000400217 Tree=9391 num_leaves=4 num_cat=0 split_feature=0 2 151 split_gain=1.29996 3.55714 2.50507 threshold=-0.10726999999999999 0.083925000000000013 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014494729049539979 -0.01844379023391381 -0.00074763139989394436 -0.0007927899488601374 leaf_weight=8.3932185404119064 3.5332525912235715 25.472244762957416 41.485115369234109 leaf_count=88 226 485 2279 internal_value=0 0.00306535 -0.00222045 internal_weight=0 33.8655 45.0184 internal_count=3078 573 2505 is_linear=0 shrinkage=0.0204111 Tree=9392 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=3.80279 2.29079 2.20974 threshold=0.085880000000000026 0.12879500000000002 0.10812000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018315452157109948 7.4999158523492013e-05 -0.00023080025893025433 0.00011433609237036686 leaf_weight=24.720508232545402 43.230071320163916 4.2056257247286331 4.6880116601241744 leaf_count=1696 1252 86 26 internal_value=0 4.74075e-05 -0.000135478 internal_weight=0 47.4357 29.4085 internal_count=3060 1338 1722 is_linear=0 shrinkage=0.000400217 Tree=9393 num_leaves=4 num_cat=0 split_feature=148 130 447 split_gain=1.37214 1.88243 1.66152 threshold=-0.082164999999999988 -0.10152499999999999 0.081385000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0076405812687863487 -0.022543284608185679 0.002868818789956666 -0.021096010151872895 leaf_weight=1.2571240562247106 1.1238190263684362 73.80517188775616 2.15068427242295 leaf_count=30 77 2909 72 internal_value=0 0.00245461 -0.0105894 internal_weight=0 74.929 3.40781 internal_count=3088 2986 102 is_linear=0 shrinkage=0.0204111 Tree=9394 num_leaves=3 num_cat=0 split_feature=128 3 split_gain=1.38925 1.44728 threshold=0.089460000000000012 -0.11550499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001217576916955522 -0.00037943282141171075 -1.1253747224422137e-05 leaf_weight=16.426513806161893 1.3342075520292827 63.00221683143036 leaf_count=343 188 2574 internal_value=0 1.63868e-05 internal_weight=0 79.4287 internal_count=3105 2917 is_linear=0 shrinkage=0.000400217 Tree=9395 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=1.676 4.16842 1.28551 threshold=0.085880000000000026 -0.07087499999999998 -0.17568999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021052273615515006 -0.00017086195739433359 8.229420850799949e-05 7.757718218233834e-05 leaf_weight=14.957875491410961 3.49542490199019 16.020832492702539 45.391240636548901 leaf_count=1391 152 319 1220 internal_value=0 -5.93396e-05 5.94638e-05 internal_weight=0 30.9787 48.8867 internal_count=3082 1710 1372 is_linear=0 shrinkage=0.000400217 Tree=9396 num_leaves=3 num_cat=0 split_feature=1429 1373 split_gain=1.65049 1.52021 threshold=-1.0000000180025095e-35 0.092985000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024885033426050203 0.0012466625973410138 -0.021960604209664541 leaf_weight=0.93538119716708834 79.370198333270764 1.081814485034555 leaf_count=140 2924 27 internal_value=0 0.000904514 internal_weight=0 80.452 internal_count=3091 2951 is_linear=0 shrinkage=0.0204111 Tree=9397 num_leaves=4 num_cat=0 split_feature=3 38 15 split_gain=1.41268 1.37212 0.370586 threshold=0.30991000000000007 -0.073614999999999986 -0.20388499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035061681685898458 5.3058069589937273e-05 -3.087600185428484e-05 0.00038248924184770762 leaf_weight=1.4301470965147007 0.85455167161853784 73.64229989781029 1.6384622945188301 leaf_count=8 54 2944 66 internal_value=0 -2.30971e-05 0.000276702 internal_weight=0 75.0724 2.49301 internal_count=3072 2952 120 is_linear=0 shrinkage=0.000400217 Tree=9398 num_leaves=3 num_cat=0 split_feature=39 3 split_gain=1.72357 2.0039 threshold=-1.0000000180025095e-35 0.17769000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032569500258011378 -1.2986489741011758e-05 0.00029339143126186118 leaf_weight=2.5590014199551652 72.832683423040635 3.4756453382360624 leaf_count=59 2879 124 internal_value=0 1.37764e-06 internal_weight=0 76.3083 internal_count=3062 3003 is_linear=0 shrinkage=0.000400217 Tree=9399 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=1.59277 1.4833 threshold=-0.094679999999999986 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016646213909030139 -0.010193010110212954 0.001145768748382129 leaf_weight=2.2498264984751577 5.0454536029494639 70.553869559231089 leaf_count=55 735 2284 internal_value=0 0.00037507 internal_weight=0 75.5993 internal_count=3074 3019 is_linear=0 shrinkage=0.0204111 Tree=9400 num_leaves=4 num_cat=0 split_feature=1375 158 151 split_gain=1.77707 1.82931 1.34492 threshold=-1.0000000180025095e-35 0.084710000000000021 0.072810000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0209921522800567 0.00073748800451522642 -0.012435231327772153 0.0019115043604257854 leaf_weight=2.9729306624158189 66.457823071154735 4.5903582671999166 1.6070779543570095 leaf_count=102 2613 332 26 internal_value=0 -0.000131817 -0.0131017 internal_weight=0 71.0482 4.58001 internal_count=3073 2945 128 is_linear=0 shrinkage=0.0204111 Tree=9401 num_leaves=4 num_cat=0 split_feature=42 48 42 split_gain=1.54702 3.65689 2.32255 threshold=0.085225000000000009 0.088965000000000002 0.083735000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036159205845019617 -0.011303962548713494 0.0090353682869735909 0.015979441876150455 leaf_weight=54.630249028105936 12.493808084502009 5.1062891717356242 4.1660832615580139 leaf_count=1681 1074 167 175 internal_value=0 -0.00538313 0.00149648 internal_weight=0 17.6001 58.7963 internal_count=3097 1241 1856 is_linear=0 shrinkage=0.0204111 Tree=9402 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=2.63919 5.29596 2.32336 threshold=1.0000000180025095e-35 -0.084074999999999997 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038062657907529744 -8.3102317358990668e-05 1.1451305528366812e-05 9.3701319385883561e-05 leaf_weight=8.2465691217107651 17.534795258374288 16.21998647010787 36.520682097043391 leaf_count=773 751 797 794 internal_value=0 -0.000121832 3.62956e-05 internal_weight=0 24.4666 54.0555 internal_count=3115 1570 1545 is_linear=0 shrinkage=0.000400217 Tree=9403 num_leaves=4 num_cat=0 split_feature=1 3 15 split_gain=2.1441 1.81764 1.15727 threshold=0.12700000000000003 -0.12229499999999999 -0.0037949999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0050446080532694608 0.014482262924603839 -0.0029377837380599901 -0.0036334766844331357 leaf_weight=15.032975927533696 5.8214485006283212 55.144395503591795 1.9008850117825193 leaf_count=306 224 2493 49 internal_value=0 -0.00122253 0.0100348 internal_weight=0 70.1774 7.72233 internal_count=3072 2799 273 is_linear=0 shrinkage=0.0204111 Tree=9404 num_leaves=4 num_cat=0 split_feature=15 50 15 split_gain=1.90042 1.90012 1.72475 threshold=-0.24269999999999997 0.11805000000000002 -0.19631499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003575912096715317 -0.00041418079242763002 -0.0002891314896387553 1.4649685685473874e-05 leaf_weight=4.3535088307289689 1.4215703472182202 0.78182081738486875 73.61164503149439 leaf_count=225 70 21 2813 internal_value=0 0.000255063 5.92008e-06 internal_weight=0 5.13533 75.0332 internal_count=3129 246 2883 is_linear=0 shrinkage=0.000400217 Tree=9405 num_leaves=4 num_cat=0 split_feature=2 48 49 split_gain=1.46813 1.83441 0.261973 threshold=-0.14169499999999999 -0.095559999999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.02022722006558204 -0.017946975411249257 0.0010860953815631153 0.0076345325908570389 leaf_weight=1.6064177537846265 2.0589953715825677 74.712216663200024 1.5079553521063633 leaf_count=28 50 2983 52 internal_value=0 0.000550237 0.0146065 internal_weight=0 76.7712 3.11437 internal_count=3113 3033 80 is_linear=0 shrinkage=0.0204111 Tree=9406 num_leaves=3 num_cat=0 split_feature=160 104 split_gain=1.43058 1.32999 threshold=-0.40187499999999993 0.087185000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004017360369816966 1.2508607310271912e-05 -0.00039819899786687008 leaf_weight=1.2926610496745059 76.84258387263435 1.1720454111418792 leaf_count=235 2796 30 internal_value=0 5.77654e-06 internal_weight=0 78.0146 internal_count=3061 2826 is_linear=0 shrinkage=0.000400217 Tree=9407 num_leaves=4 num_cat=0 split_feature=123 456 2 split_gain=1.59056 1.92278 1.60801 threshold=0.085195000000000007 0.084065000000000015 0.095105000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5252734349125792e-06 -0.00013949708300334919 -0.00034962610535734515 0.00037238468199260607 leaf_weight=72.979567769576761 1.2966383356470021 2.4141770922747119 3.3988610496744514 leaf_count=2745 76 180 124 internal_value=0 -6.3486e-06 0.000231074 internal_weight=0 75.3937 4.6955 internal_count=3125 2925 200 is_linear=0 shrinkage=0.000400217 Tree=9408 num_leaves=4 num_cat=0 split_feature=403 13 15 split_gain=1.62348 1.53478 0.906587 threshold=-0.088654999999999984 -0.083499999999999977 -0.17159499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014699169745946991 0.0052763369264637455 -0.0010393723415786545 -0.020872810935050484 leaf_weight=0.26611509274516754 23.203540985041172 51.213561647867891 1.9994158960080302 leaf_count=18 852 1805 401 internal_value=0 0.000934859 -0.016199 internal_weight=0 74.4171 2.26553 internal_count=3076 2657 419 is_linear=0 shrinkage=0.0204111 Tree=9409 num_leaves=3 num_cat=0 split_feature=146 31 split_gain=1.42026 1.25339 threshold=0.10949000000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00039381021332024691 -0.00044517633250234899 1.0976204232841471e-05 leaf_weight=1.2834253100736521 0.96356687718070944 75.313546705557883 leaf_count=87 11 2989 internal_value=0 1.79563e-05 internal_weight=0 76.597 internal_count=3087 3076 is_linear=0 shrinkage=0.000400217 Tree=9410 num_leaves=4 num_cat=0 split_feature=129 1374 2 split_gain=1.38426 1.26906 0.394643 threshold=0.089775000000000008 -0.094679999999999986 0.11322500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012870217090078621 -0.021382850713819967 0.0013377832824244 0.0012506414566535562 leaf_weight=2.6016372529848004 1.4165821704882535 75.410655631586906 0.39115847014863891 leaf_count=56 155 2865 32 internal_value=0 0.000846193 -0.0166981 internal_weight=0 78.0123 1.80774 internal_count=3108 2921 187 is_linear=0 shrinkage=0.0204111 Tree=9411 num_leaves=4 num_cat=0 split_feature=16 48 11 split_gain=1.68376 2.70612 1.98803 threshold=-0.19424999999999998 -0.065059999999999993 0.080455000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011419686316009542 0.0024153453197079274 -0.0087277454601313292 -0.015755371468804142 leaf_weight=3.2361053334316265 52.951919559297494 16.459288316989841 2.5218932809748358 leaf_count=66 2458 405 149 internal_value=0 -0.00537153 0.00155921 internal_weight=0 19.6954 55.4738 internal_count=3078 471 2607 is_linear=0 shrinkage=0.0204111 Tree=9412 num_leaves=3 num_cat=0 split_feature=49 48 split_gain=1.21575 1.75679 threshold=-0.21083999999999997 -0.095559999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.009807159582218717 -0.021827843065353864 -0.0007394930802135034 leaf_weight=4.3009996223390763 1.5726172362446948 72.0146709584767 leaf_count=71 29 2994 internal_value=0 -0.00122264 internal_weight=0 73.5873 internal_count=3094 3023 is_linear=0 shrinkage=0.0204111 Tree=9413 num_leaves=4 num_cat=0 split_feature=42 160 133 split_gain=2.32047 2.26536 1.75381 threshold=-1.0000000180025095e-35 -0.076674999999999979 0.088435000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017975557457266037 4.6769384154062475e-05 -0.00028658691625500099 -0.00018462690479091097 leaf_weight=2.0715171330816702 66.236336900707329 7.2762988773947637 5.5869036830777068 leaf_count=109 1750 730 532 internal_value=0 -0.000182339 2.85104e-05 internal_weight=0 9.34782 71.8232 internal_count=3121 839 2282 is_linear=0 shrinkage=0.000400217 Tree=9414 num_leaves=4 num_cat=0 split_feature=1 13 3 split_gain=1.79507 2.21141 1.73925 threshold=0.10384000000000002 0.17936000000000002 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2622639147716354e-05 0.00016158011661112463 -0.00039453010822024698 -4.8634242373052166e-05 leaf_weight=49.024369064865596 15.367653474106193 2.7525717666876508 10.565349386144588 leaf_count=2242 467 119 221 internal_value=0 -5.26722e-05 7.60959e-05 internal_weight=0 51.7769 25.933 internal_count=3049 2361 688 is_linear=0 shrinkage=0.000400217 Tree=9415 num_leaves=4 num_cat=0 split_feature=3 133 0 split_gain=1.96175 2.11425 1.68857 threshold=-0.10075499999999998 -1.0000000180025095e-35 -0.060024999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025625832809160337 -0.014827739827528602 -0.001722710170839657 0.0093589394126350218 leaf_weight=8.4912988785154102 5.6216492201442625 49.072538076430192 11.626124528236685 leaf_count=240 777 1868 196 internal_value=0 -0.00309723 0.00434069 internal_weight=0 54.6942 20.1174 internal_count=3081 2645 436 is_linear=0 shrinkage=0.0204111 Tree=9416 num_leaves=4 num_cat=0 split_feature=43 150 43 split_gain=2.49181 2.56626 1.78411 threshold=-0.083944999999999978 0.082590000000000011 -0.086284999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.4270450686720623e-05 -0.00011629380283035167 8.2824347653161039e-05 0.00045540028523346587 leaf_weight=19.344724289972877 43.410425892319836 13.520402561762237 1.8494525592386697 leaf_count=644 2055 261 120 internal_value=0 -6.89358e-05 9.14832e-05 internal_weight=0 56.9308 21.1942 internal_count=3080 2316 764 is_linear=0 shrinkage=0.000400217 Tree=9417 num_leaves=4 num_cat=0 split_feature=3 13 47 split_gain=1.5995 2.07444 1.74721 threshold=-0.10643499999999999 -0.16140499999999997 0.081320000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026585319398107993 4.116682030862815e-06 0.00014719887883427987 -0.00015744264749746725 leaf_weight=2.0941234781767006 48.649192597697947 16.997921641525863 13.639125218813204 leaf_count=25 2326 376 385 internal_value=0 0.000100607 -3.14786e-05 internal_weight=0 19.092 62.2883 internal_count=3112 401 2711 is_linear=0 shrinkage=0.000400217 Tree=9418 num_leaves=4 num_cat=0 split_feature=132 0 131 split_gain=1.66958 2.77236 1.82859 threshold=0.08018500000000002 0.21217000000000003 0.092675000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019505153022077318 0.013626994509761309 -0.032088199218444129 -0.012444436895269006 leaf_weight=67.416200990617199 5.1944126355629114 1.1848848758818338 1.3264823945719397 leaf_count=2774 169 12 131 internal_value=0 -0.0025225 0.00820299 internal_weight=0 68.6011 6.5209 internal_count=3086 2786 300 is_linear=0 shrinkage=0.0204111 Tree=9419 num_leaves=4 num_cat=0 split_feature=1 43 1186 split_gain=3.16284 3.38684 1.63942 threshold=1.0000000180025095e-35 -0.19537999999999997 0.081240000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018183967561594748 2.6587861939347334e-05 -0.0002018847531380688 0.0003841032188903871 leaf_weight=4.4119563124622827 51.027527001057024 20.128857082968352 2.0300506547791874 leaf_count=110 1484 1459 31 internal_value=0 -0.000132386 4.10469e-05 internal_weight=0 24.5408 53.0576 internal_count=3084 1569 1515 is_linear=0 shrinkage=0.000400217 Tree=9420 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=1.32587 4.0911 1.9982 threshold=-0.083499999999999977 -0.084169999999999981 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001192982487497811 -0.0030358380166250428 0.028785964166327407 0.010059109092167803 leaf_weight=20.203762391712875 46.043827828453004 2.4071984880974915 5.3156329363646355 leaf_count=872 1904 55 230 internal_value=0 0.00425794 -0.0016616 internal_weight=0 22.611 51.3595 internal_count=3061 927 2134 is_linear=0 shrinkage=0.0204111 Tree=9421 num_leaves=4 num_cat=0 split_feature=43 16 42 split_gain=1.80355 2.54869 2.11104 threshold=-0.07440999999999999 0.14676000000000003 0.09832500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018258629107128492 -0.00034477999053601543 -0.013805189237020654 0.017138199002105479 leaf_weight=23.059968020994123 42.964585997707673 6.6752870752607114 4.3761892818511106 leaf_count=1102 1607 271 102 internal_value=0 -0.00218185 0.00432798 internal_weight=0 49.6399 27.4362 internal_count=3082 1878 1204 is_linear=0 shrinkage=0.0204111 Tree=9422 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=1.59941 1.43823 threshold=-0.24552499999999997 -0.19537999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043628250070619528 0.00018222602128899318 5.536312003149948e-07 leaf_weight=1.1472851896542113 7.6261410328661432 71.231169945684314 leaf_count=22 178 2907 internal_value=0 1.83563e-05 internal_weight=0 78.8573 internal_count=3107 3085 is_linear=0 shrinkage=0.000400217 Tree=9423 num_leaves=4 num_cat=0 split_feature=42 39 14 split_gain=3.43571 5.20178 1.78803 threshold=0.083945000000000006 0.084950000000000012 -0.10523499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014548450009193666 -0.014285635887578167 0.015178254236492907 0.0010477568029365679 leaf_weight=3.1366689200658575 16.277968537257497 2.8501749446841123 53.328017331696174 leaf_count=99 1246 158 1588 internal_value=0 -0.00983261 0.000154295 internal_weight=0 19.1281 56.4647 internal_count=3091 1404 1687 is_linear=0 shrinkage=0.0204111 Tree=9424 num_leaves=4 num_cat=0 split_feature=124 13 123 split_gain=2.38612 3.21203 0.855863 threshold=-0.061329999999999989 0.15312500000000004 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.5515129308828594e-05 -6.3945552296180093e-07 -0.00030923491290927723 0.00028384881586409385 leaf_weight=1.8761100111296389 64.513089264063865 5.7843178518651248 5.7150118694880803 leaf_count=58 2683 170 195 internal_value=0 -2.64832e-05 0.000208131 internal_weight=0 70.2974 7.59112 internal_count=3106 2853 253 is_linear=0 shrinkage=0.000400217 Tree=9425 num_leaves=4 num_cat=0 split_feature=3 13 0 split_gain=1.42245 1.63825 0.541814 threshold=0.25779000000000007 -0.5318799999999998 -0.14116499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025350847685731533 -0.0014823219945724368 -0.00040785121469190936 0.019629026261603726 leaf_weight=1.0015773016784795 0.65652331404271569 74.314025001897562 1.9030011894392362 leaf_count=10 34 2924 109 internal_value=0 -0.000776693 0.0143788 internal_weight=0 75.3156 2.55952 internal_count=3077 2934 143 is_linear=0 shrinkage=0.0204111 Tree=9426 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.54041 2.77628 threshold=-0.14786499999999997 -0.0056599999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01547096222217432 -0.016477058925576531 0.00049587553981088382 leaf_weight=2.5086673047044306 4.1378974097469827 72.552494558872468 leaf_count=40 206 2828 internal_value=0 -0.0004426 internal_weight=0 76.6904 internal_count=3074 3034 is_linear=0 shrinkage=0.0204111 Tree=9427 num_leaves=4 num_cat=0 split_feature=403 160 2 split_gain=1.58159 1.35603 0.368184 threshold=0.090530000000000013 -0.40187499999999993 0.11917500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038299446693052322 -0.00040289539143705612 4.1023194020793779e-05 6.6599911362216126e-05 leaf_weight=1.1158819932606991 1.5520437163449958 77.845725407607006 0.28427246846331389 leaf_count=222 235 2608 24 internal_value=0 3.44972e-05 -0.000330564 internal_weight=0 78.9616 1.83632 internal_count=3089 2830 259 is_linear=0 shrinkage=0.000400217 Tree=9428 num_leaves=4 num_cat=0 split_feature=1 12 4 split_gain=1.9069 3.36287 2.88759 threshold=0.087515000000000023 0.10042000000000002 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3968326269008331e-05 -0.00024914175387241635 -0.0004788682638841402 0.00010490447865945656 leaf_weight=30.701517364929259 3.9393676151157697 2.6011763965034325 41.860729420704956 leaf_count=1547 143 244 1145 internal_value=0 -5.17633e-05 7.39189e-05 internal_weight=0 33.3027 45.8001 internal_count=3079 1791 1288 is_linear=0 shrinkage=0.000400217 Tree=9429 num_leaves=4 num_cat=0 split_feature=4 47 4 split_gain=2.70211 2.50637 2.285 threshold=-0.0037249999999999996 0.10843500000000002 -0.0015099999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0060497474293876264 0.018312269676929838 0.014589315027057641 0.0016495357258057141 leaf_weight=32.535916974423344 3.6324028648632511 2.5445685838940326 41.086196199967844 leaf_count=1909 43 67 1085 internal_value=0 -0.00451104 0.00304537 internal_weight=0 35.0805 44.7186 internal_count=3104 1976 1128 is_linear=0 shrinkage=0.0204111 Tree=9430 num_leaves=4 num_cat=0 split_feature=43 41 16 split_gain=1.3608 1.64814 1.39516 threshold=-0.19537999999999997 1.0000000180025095e-35 -0.27157999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.024653760506477943 6.5381179819957804e-06 -0.01171760311479941 0.0036464398204980228 leaf_weight=1.5219076654757371 61.850663787701478 5.3222447496627856 7.0875817849760079 leaf_count=21 2718 152 186 internal_value=0 -0.000940342 0.00762876 internal_weight=0 67.1729 8.60949 internal_count=3077 2870 207 is_linear=0 shrinkage=0.0204111 Tree=9431 num_leaves=4 num_cat=0 split_feature=43 474 160 split_gain=1.86798 3.03405 2.48054 threshold=-0.063379999999999978 0.085165000000000018 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001194508168272959 -7.6442414766860991e-05 0.00025717876986868567 0.00014259486834992025 leaf_weight=7.491426108517774 44.340736882218152 4.7322014045548704 24.281976072192265 leaf_count=562 1576 127 834 internal_value=0 -4.37584e-05 8.06081e-05 internal_weight=0 49.0729 31.7734 internal_count=3099 1703 1396 is_linear=0 shrinkage=0.000400217 Tree=9432 num_leaves=3 num_cat=0 split_feature=3 39 split_gain=2.41062 1.92622 threshold=-0.48702499999999999 0.0047850000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026123901142743846 -0.0018089352057101176 0.0072059247482715132 leaf_weight=1.4419110558228556 65.059198067679972 11.526394011819319 leaf_count=28 2688 371 internal_value=0 -0.000443629 internal_weight=0 76.5856 internal_count=3087 3059 is_linear=0 shrinkage=0.0204111 Tree=9433 num_leaves=4 num_cat=0 split_feature=1 42 456 split_gain=2.85976 3.81031 1.35892 threshold=0.10100500000000003 0.08221500000000001 0.088355000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0221948906223383e-06 0.00011316610396739609 -0.00024570078496041184 -0.0002253732612492883 leaf_weight=34.36262530390286 27.353349749593693 13.72515850638001 1.9373950330773357 leaf_count=1097 731 1199 42 internal_value=0 -6.83739e-05 9.00009e-05 internal_weight=0 48.0878 29.2907 internal_count=3069 2296 773 is_linear=0 shrinkage=0.000400217 Tree=9434 num_leaves=4 num_cat=0 split_feature=3 15 11 split_gain=1.89112 1.83364 1.55116 threshold=-0.15490999999999996 0.084580000000000016 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016364806045311351 0.00075004427711668155 -0.0092754138954003178 -0.0036565078771558903 leaf_weight=5.1715930678619761 64.256283896552304 8.5063148386302583 2.2689983161380951 leaf_count=74 1945 989 119 internal_value=0 -0.000434433 0.0102956 internal_weight=0 72.7626 7.44059 internal_count=3127 2934 193 is_linear=0 shrinkage=0.0204111 Tree=9435 num_leaves=4 num_cat=0 split_feature=15 50 160 split_gain=1.67832 1.98233 1.755 threshold=-0.24269999999999997 0.11901000000000002 -0.20907999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035671134504612894 -0.0002878471359549909 -0.00023261860945177865 2.5114611061210096e-05 leaf_weight=4.4193628706816517 2.8726184896295299 1.0620726719498632 74.796167353817509 leaf_count=231 289 19 2564 internal_value=0 0.000240153 1.31419e-05 internal_weight=0 5.48144 77.6688 internal_count=3103 250 2853 is_linear=0 shrinkage=0.000400217 Tree=9436 num_leaves=4 num_cat=0 split_feature=51 43 43 split_gain=1.57508 2.26699 2.08409 threshold=-0.089864999999999987 -0.27157999999999993 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023423284928094562 0.0091556689962680841 -0.0042972322024659379 0.0081831474566813871 leaf_weight=0.84659725942765263 5.6205242723681286 58.847091662622688 9.5920318822450081 leaf_count=18 137 2527 395 internal_value=0 -0.00311052 0.00539842 internal_weight=0 64.4676 10.4386 internal_count=3077 2664 413 is_linear=0 shrinkage=0.0204111 Tree=9437 num_leaves=4 num_cat=0 split_feature=1213 483 475 split_gain=1.60483 1.48091 0.69859 threshold=-1.0000000180025095e-35 -0.06916499999999999 -0.086004999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028027567169580832 -0.00033185498443639484 3.1229778648702958e-05 -0.00038382511446819314 leaf_weight=0.20647688210010562 1.7302973161599755 77.87618083528082 2.0373768696429115 leaf_count=1 176 2460 478 internal_value=0 2.28829e-05 -0.000312299 internal_weight=0 79.6065 2.24385 internal_count=3115 2636 479 is_linear=0 shrinkage=0.000400217 Tree=9438 num_leaves=4 num_cat=0 split_feature=47 4 44 split_gain=1.36387 1.68817 1.43533 threshold=0.12339500000000002 0.082265000000000019 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00075508646379290108 0.0021529929114971775 -0.023778238008993119 -0.020139607296764457 leaf_weight=73.874819757810428 1.9426727878053487 2.1114861593814567 1.2835630443441903 leaf_count=2960 54 42 38 internal_value=0 -0.0116286 0.000368817 internal_weight=0 4.05416 75.1584 internal_count=3094 96 2998 is_linear=0 shrinkage=0.0204111 Tree=9439 num_leaves=4 num_cat=0 split_feature=43 43 42 split_gain=1.31341 4.03517 1.17385 threshold=0.095525000000000013 0.086285000000000014 0.092725000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039933193339868322 0.012807717724904327 -0.032655350986917513 -0.0072812539689414372 leaf_weight=69.467527471939093 5.7815011228551603 1.4614443678874511 1.44670270912502 leaf_count=2799 219 18 81 internal_value=0 -0.000332133 0.00873724 internal_weight=0 70.929 7.2282 internal_count=3117 2817 300 is_linear=0 shrinkage=0.0204111 Tree=9440 num_leaves=4 num_cat=0 split_feature=42 484 484 split_gain=1.53978 2.01958 1.88023 threshold=-1.0000000180025095e-35 0.092160000000000006 0.080390000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011062148737989013 0.0028671366153061395 -0.016107149611306045 0.012259815823271084 leaf_weight=7.4607536786756992 65.675019980487832 2.3127388995683296 1.6802642280263169 leaf_count=792 2049 196 52 internal_value=0 0.00219627 -0.00667872 internal_weight=0 67.9878 9.14102 internal_count=3089 2245 844 is_linear=0 shrinkage=0.0204111 Tree=9441 num_leaves=3 num_cat=0 split_feature=31 14 split_gain=1.61488 1.36449 threshold=-1.0000000180025095e-35 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020776526013359858 0.00020985331937016979 -0.017569946737425596 leaf_weight=1.4460444382530102 75.924583982277227 1.729859654622486 leaf_count=88 2898 91 internal_value=0 -0.000210943 internal_weight=0 77.6544 internal_count=3077 2989 is_linear=0 shrinkage=0.0204111 Tree=9442 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=1.42059 1.52352 threshold=-1.0000000180025095e-35 0.015500000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02007508725620372 -0.005871234956250756 0.0012273305871548055 leaf_weight=1.3509962532734778 15.731867969101584 61.343207964746398 leaf_count=88 664 2323 internal_value=0 -0.000227979 internal_weight=0 77.0751 internal_count=3075 2987 is_linear=0 shrinkage=0.0204111 Tree=9443 num_leaves=4 num_cat=0 split_feature=148 12 148 split_gain=1.48679 1.895 0.883012 threshold=-0.081784999999999983 0.11596500000000001 -0.11174999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.2543870379341033e-06 4.107861866521788e-05 -0.00028849996075776572 -0.000432599578368549 leaf_weight=1.2528673791675831 72.097995733604876 2.7957907209849955 1.7169957078731375 leaf_count=37 2857 144 58 internal_value=0 2.83631e-05 -0.000255292 internal_weight=0 74.8938 2.96986 internal_count=3096 3001 95 is_linear=0 shrinkage=0.000400217 Tree=9444 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=1.86968 1.74723 threshold=1.0000000180025095e-35 -0.52337999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00036420798193148113 -0.00038467664179868221 9.5963729459402122e-06 leaf_weight=2.1810321379452935 1.7605603267438699 75.951161931060824 leaf_count=24 49 3024 internal_value=0 2.00022e-05 internal_weight=0 78.1322 internal_count=3097 3048 is_linear=0 shrinkage=0.000400217 Tree=9445 num_leaves=4 num_cat=0 split_feature=0 3 0 split_gain=1.73325 2.48128 1.66782 threshold=0.12174000000000001 -0.066519999999999982 0.099665000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.4857145867227415e-05 -0.00038587239598777094 9.4797478690727879e-05 0.00038002481659695945 leaf_weight=69.195026790343945 3.7758699566329597 3.020156951005446 2.0737309113610527 leaf_count=2911 97 40 33 internal_value=0 -0.000174188 3.57715e-05 internal_weight=0 6.79603 71.2688 internal_count=3081 137 2944 is_linear=0 shrinkage=0.000400217 Tree=9446 num_leaves=4 num_cat=0 split_feature=48 0 0 split_gain=1.78629 2.41925 1.14397 threshold=0.11978500000000002 -0.10643499999999999 -0.10470499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0044023435908749006 -0.020261746978808691 -0.0031077351177991193 0.00093884941410967012 leaf_weight=30.943392969624256 2.9500812375417809 41.977051700117727 1.6074029517621955 leaf_count=519 53 2487 67 internal_value=0 8.09893e-05 -0.0129412 internal_weight=0 72.9204 4.55748 internal_count=3126 3006 120 is_linear=0 shrinkage=0.0204111 Tree=9447 num_leaves=4 num_cat=0 split_feature=38 12 12 split_gain=1.47847 2.1146 0.231011 threshold=1.0000000180025095e-35 0.084045000000000022 -0.18974999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0041915197043089145 -0.005849196131347623 -0.0027182764505982817 -0.016589397637233161 leaf_weight=42.119689315445839 1.7052360197121745 32.666463106177844 1.960152970998023 leaf_count=927 31 2070 47 internal_value=0 0.00117378 -0.0119143 internal_weight=0 74.7862 3.66539 internal_count=3075 2997 78 is_linear=0 shrinkage=0.0204111 Tree=9448 num_leaves=4 num_cat=0 split_feature=16 13 9 split_gain=1.52822 2.73631 1.61755 threshold=-0.008179999999999998 -0.10462499999999998 0.081505000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0069583005207533404 0.00506777140682616 -0.0045922995510671791 -0.013701203067703416 leaf_weight=11.066256493479157 30.071344155589941 36.207279193046588 1.9359172947006289 leaf_count=223 1011 1806 46 internal_value=0 -0.00187837 0.00388875 internal_weight=0 47.2735 32.0073 internal_count=3086 2029 1057 is_linear=0 shrinkage=0.0204111 Tree=9449 num_leaves=4 num_cat=0 split_feature=483 1374 482 split_gain=1.31457 1.29138 0.0281129 threshold=-0.086419999999999983 0.098580000000000015 -0.25516999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017520277309817836 1.9894669366300607e-05 -0.00037171768248142709 -0.00044297739586561242 leaf_weight=0.29615804948571167 77.400513017094681 1.2607992809207633 0.86892039310941871 leaf_count=34 2917 37 123 internal_value=0 1.30984e-05 -0.000396239 internal_weight=0 78.6613 1.16508 internal_count=3111 2954 157 is_linear=0 shrinkage=0.000400217 Tree=9450 num_leaves=4 num_cat=0 split_feature=43 33 12 split_gain=1.63937 1.56857 1.22436 threshold=0.075180000000000011 -1.0000000180025095e-35 -0.03664499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004249754359115405 -0.00022248985683195172 -4.9134381400186569e-06 0.0001965265817604504 leaf_weight=1.3428198208566744 1.1623342700186192 67.147843418910497 9.9740026746903787 leaf_count=38 51 2717 291 internal_value=0 -1.38293e-05 0.000151013 internal_weight=0 68.4907 11.1363 internal_count=3097 2755 342 is_linear=0 shrinkage=0.000400217 Tree=9451 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=1.42276 3.98223 1.94798 threshold=1.0000000180025095e-35 -0.07087499999999998 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011694216237419669 -0.0091614273988140284 0.0040752664661400997 0.0040062366090665305 leaf_weight=11.941728977952609 5.064131392446142 14.849155841658101 49.321635026939475 leaf_count=1280 188 298 1332 internal_value=0 -0.00297322 0.00276383 internal_weight=0 26.7909 54.3858 internal_count=3098 1578 1520 is_linear=0 shrinkage=0.0204111 Tree=9452 num_leaves=4 num_cat=0 split_feature=376 4 1 split_gain=2.38881 2.08431 0.420631 threshold=1.0000000180025095e-35 -0.49977499999999991 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022012388450984396 0.0071822197855590632 -0.00023337681132590461 0.018930227703068171 leaf_weight=1.7681608584971389 2.7948804881889364 69.749060713727658 2.6140475432839594 leaf_count=117 24 2800 126 internal_value=0 -0.000805399 0.0131286 internal_weight=0 71.5172 5.40893 internal_count=3067 2917 150 is_linear=0 shrinkage=0.0204111 Tree=9453 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=1.70679 1.77005 threshold=-0.27559499999999998 0.50673000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020149716480937128 -5.6527190064831281e-05 0.018516147343598688 leaf_weight=1.5963146237645549 74.009570828052802 2.0894165719655566 leaf_count=76 2829 171 internal_value=0 0.000479869 internal_weight=0 76.099 internal_count=3076 3000 is_linear=0 shrinkage=0.0204111 Tree=9454 num_leaves=4 num_cat=0 split_feature=52 52 151 split_gain=1.49354 3.43505 2.74839 threshold=0.084805000000000019 0.077655000000000016 -0.14608999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013763452559806353 0.019940524654948354 0.019837054432477345 -0.010191896705753097 leaf_weight=56.358003301993904 1.2869602975097212 3.2579532364616162 13.41636745069968 leaf_count=2035 22 74 962 internal_value=0 -0.00018204 -0.00742368 internal_weight=0 59.616 14.7033 internal_count=3093 2109 984 is_linear=0 shrinkage=0.0204111 Tree=9455 num_leaves=4 num_cat=0 split_feature=150 457 457 split_gain=1.66705 2.60284 1.58964 threshold=0.082085000000000019 -0.0024349999999999997 -0.23052999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020637081495091567 -0.014043000013021363 0.0083838817577128587 -0.0023395299665903337 leaf_weight=1.1703818203768594 2.404626413946974 15.23614009564062 59.174144120210258 leaf_count=15 63 330 2671 internal_value=0 0.00525757 -0.0018565 internal_weight=0 17.6408 60.3445 internal_count=3079 393 2686 is_linear=0 shrinkage=0.0204111 Tree=9456 num_leaves=3 num_cat=0 split_feature=3 52 split_gain=1.48909 1.71223 threshold=-0.52337999999999985 -0.41845999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018215841181540966 -0.01966090214210045 0.00099068736442655021 leaf_weight=1.9261668811086554 1.5978224208374729 76.917347240686013 leaf_count=21 294 2786 internal_value=0 0.000543018 internal_weight=0 78.5152 internal_count=3101 3080 is_linear=0 shrinkage=0.0204111 Tree=9457 num_leaves=4 num_cat=0 split_feature=12 483 12 split_gain=1.4423 1.47046 1.00247 threshold=0.11619500000000001 -0.086419999999999983 0.12745500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003855072091591229 -0.00050439333991771453 4.1641348689105933e-05 -6.1811843011842375e-05 leaf_weight=1.201765272868214 1.197070347978751 76.609656894287355 2.2933433747778054 leaf_count=139 60 2808 95 internal_value=0 3.44998e-05 -0.000224559 internal_weight=0 77.8114 3.49041 internal_count=3102 2947 155 is_linear=0 shrinkage=0.000400217 Tree=9458 num_leaves=4 num_cat=0 split_feature=43 11 1429 split_gain=1.77316 2.51693 2.32844 threshold=-0.075449999999999975 0.081130000000000022 0.084920000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0055939615271972803 -0.0035092089511742242 -0.018019915296294119 0.01463305589071006 leaf_weight=26.41815011189988 48.491923704355258 1.91555983609578 3.0277541603500131 leaf_count=1140 1817 51 96 internal_value=0 0.00393285 -0.00241359 internal_weight=0 28.3337 51.5197 internal_count=3104 1191 1913 is_linear=0 shrinkage=0.0204111 Tree=9459 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.36447 1.91177 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019452164782811542 0.021234790154282691 -0.00036820117508139282 leaf_weight=1.4008392899058879 1.634317784468293 75.047534590708437 leaf_count=268 28 2747 internal_value=0 0.000122512 internal_weight=0 76.6819 internal_count=3043 2775 is_linear=0 shrinkage=0.0204111 Tree=9460 num_leaves=4 num_cat=0 split_feature=13 43 147 split_gain=1.61719 1.99624 1.29754 threshold=0.17936000000000002 -0.24698999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02102061850057756 -0.019227358464723853 0.0070935328943715625 0.0013330465266324424 leaf_weight=0.98605516383577096 3.5152190321582566 1.7223817185877113 74.285271647418767 leaf_count=25 127 53 2944 internal_value=0 -0.0106044 0.00100943 internal_weight=0 5.2376 75.2713 internal_count=3149 180 2969 is_linear=0 shrinkage=0.0204111 Tree=9461 num_leaves=4 num_cat=0 split_feature=4 0 40 split_gain=1.39583 1.58806 0.984624 threshold=-0.49977499999999991 -0.063819999999999988 -0.082804999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010355825448465763 -2.6162692768352857e-05 0.00010090615327324329 -0.00040781805547919898 leaf_weight=0.77933011855930123 54.603175108056348 22.012990877630727 2.072829345601348 leaf_count=20 2485 468 122 internal_value=0 1.04401e-05 -0.000269455 internal_weight=0 76.6162 2.85216 internal_count=3095 2953 142 is_linear=0 shrinkage=0.000400217 Tree=9462 num_leaves=4 num_cat=0 split_feature=49 1 16 split_gain=1.53461 1.6765 0.475859 threshold=-0.21083999999999997 0.12313000000000002 -0.25582999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015973263484833061 -0.0030199370098909131 0.0067891271005400128 0.003172777618896153 leaf_weight=2.4556702698100707 62.356007268866733 8.1068424960430985 2.4189444847888799 leaf_count=28 2727 289 52 internal_value=0 -0.00188241 0.00983511 internal_weight=0 70.4628 4.87461 internal_count=3096 3016 80 is_linear=0 shrinkage=0.0204111 Tree=9463 num_leaves=4 num_cat=0 split_feature=1447 31 123 split_gain=1.67149 1.35351 1.03894 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042229287441024804 0.00039329653182624982 9.2604599865284012e-06 0.00029896964488573976 leaf_weight=2.0153236166731854 1.388771238769549 72.123680588972775 0.29421591287245963 leaf_count=297 96 2689 9 internal_value=0 1.71026e-05 -0.000320835 internal_weight=0 73.5125 2.30954 internal_count=3091 2785 306 is_linear=0 shrinkage=0.000400217 Tree=9464 num_leaves=4 num_cat=0 split_feature=13 13 4 split_gain=2.18789 3.45377 1.75376 threshold=-0.083999999999999977 -0.084169999999999981 -0.52181499999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032991036618560594 0.015871591241077884 0.035096076584600164 -0.0028349540805465041 leaf_weight=23.836435796750497 2.0665582168585379 1.4045016103527803 50.900030072052914 leaf_count=892 37 17 2137 internal_value=0 0.00521559 -0.00207315 internal_weight=0 25.2409 52.9666 internal_count=3083 909 2174 is_linear=0 shrinkage=0.0204111 Tree=9465 num_leaves=4 num_cat=0 split_feature=43 376 457 split_gain=2.23684 2.86872 1.96546 threshold=-0.070609999999999992 0.084595000000000017 -0.23052999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065430743541726741 0.022605083997600313 -0.018923031442610642 -0.0028817794098623638 leaf_weight=28.040897960372835 1.1841297527516861 1.8646972049828026 47.004788608743183 leaf_count=1242 18 60 1772 internal_value=0 0.00489053 -0.00220455 internal_weight=0 29.9056 48.1889 internal_count=3092 1302 1790 is_linear=0 shrinkage=0.0204111 Tree=9466 num_leaves=4 num_cat=0 split_feature=12 3 49 split_gain=1.69745 2.2759 1.8755 threshold=0.079600000000000018 0.10812000000000001 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0041305996405156887 -0.0055081688740472087 0.010315570637738926 0.0054554619508438715 leaf_weight=11.949120877845415 29.894068988250638 4.2289193830511058 28.80802072294955 leaf_count=271 2191 24 575 internal_value=0 -0.00351978 0.00264142 internal_weight=0 34.123 40.7571 internal_count=3061 2215 846 is_linear=0 shrinkage=0.0204111 Tree=9467 num_leaves=3 num_cat=0 split_feature=124 131 split_gain=1.15097 1.61995 threshold=0.10230000000000002 0.097425000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002584835621648121 0.013182616000188167 -0.018985221585293727 leaf_weight=73.513457510347052 2.6562867913453365 1.7567579981041479 leaf_count=2809 46 244 internal_value=0 -0.000218184 internal_weight=0 75.2702 internal_count=3099 3053 is_linear=0 shrinkage=0.0204111 Tree=9468 num_leaves=4 num_cat=0 split_feature=41 160 12 split_gain=1.97747 1.64046 1.2132 threshold=0.075585000000000013 0.091525000000000009 0.076350000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1485562654814483e-05 7.183815252968101e-05 -0.00015381481539501057 -0.00032222611596337324 leaf_weight=64.368494105724494 1.7198479642975133 6.792701498614405 4.1584488742846588 leaf_count=2619 57 282 115 internal_value=0 3.16777e-05 -0.000207745 internal_weight=0 71.1612 5.8783 internal_count=3073 2901 172 is_linear=0 shrinkage=0.000400217 Tree=9469 num_leaves=4 num_cat=0 split_feature=14 457 3 split_gain=1.5995 1.29855 0.219001 threshold=0.077685000000000018 -0.0024349999999999997 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013698476562464342 -0.00045654334308285185 5.2116369568193662e-05 -0.0001565111610360919 leaf_weight=6.2354320269723749 0.96121367900104815 70.031861333073266 0.88764664095469814 leaf_count=244 78 2741 29 internal_value=0 3.64778e-05 -0.000329659 internal_weight=0 76.2673 1.84886 internal_count=3092 2985 107 is_linear=0 shrinkage=0.000400217 Tree=9470 num_leaves=4 num_cat=0 split_feature=15 15 51 split_gain=1.41029 2.32803 2.05958 threshold=-0.24269999999999997 -0.19153499999999998 0.11119000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016922149106561854 -0.020169391681641238 -9.7428926720229353e-05 -0.01508942051920416 leaf_weight=3.9287414119462474 2.3789599306655864 71.795087851422068 0.96277830018516386 leaf_count=221 87 2787 14 internal_value=0 -0.000770621 0.0104248 internal_weight=0 74.174 4.89152 internal_count=3109 2874 235 is_linear=0 shrinkage=0.0204111 Tree=9471 num_leaves=3 num_cat=0 split_feature=1447 1 split_gain=2.36501 1.54969 threshold=-1.0000000180025095e-35 0.094405000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040962904929395775 -5.100737353262966e-05 6.2352722807161226e-05 leaf_weight=2.2314709268753168 44.205593653836559 34.127247140240797 leaf_count=300 1890 895 internal_value=0 -1.60131e-06 internal_weight=0 78.3328 internal_count=3085 2785 is_linear=0 shrinkage=0.000400217 Tree=9472 num_leaves=3 num_cat=0 split_feature=1374 146 split_gain=1.42659 1.52566 threshold=-0.094679999999999986 0.10949000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013697221435732796 0.0021343099807095609 -0.022331332965657126 leaf_weight=2.4477410088293245 75.811047517534462 0.96559598366729815 leaf_count=53 3012 11 internal_value=0 0.00179454 internal_weight=0 76.7766 internal_count=3076 3023 is_linear=0 shrinkage=0.0204111 Tree=9473 num_leaves=3 num_cat=0 split_feature=4 130 split_gain=1.2552 1.4145 threshold=0.51362000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012763389354901983 0.020183921139149682 -0.0004604725700167124 leaf_weight=4.006486966247393 1.0569107129922475 71.421237997412391 leaf_count=282 113 2714 internal_value=0 -0.00113192 internal_weight=0 75.4277 internal_count=3109 2996 is_linear=0 shrinkage=0.0204111 Tree=9474 num_leaves=4 num_cat=0 split_feature=4 0 1 split_gain=1.52822 1.48705 0.0695328 threshold=0.51074000000000008 -0.23075999999999999 0.11277000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016259754691003232 0.000160994368169326 -3.2018531446451283e-05 0.00040495035226817172 leaf_weight=6.795475995677406 0.46713816816918452 70.16909722230298 1.2738985655523718 leaf_count=87 12 2838 128 internal_value=0 -1.46239e-05 0.000353178 internal_weight=0 76.9646 1.74104 internal_count=3065 2925 140 is_linear=0 shrinkage=0.000400217 Tree=9475 num_leaves=3 num_cat=0 split_feature=33 484 split_gain=1.60492 1.31595 threshold=-1.0000000180025095e-35 0.11563500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038438203678128972 3.1522351742632011e-05 -0.0004102173060174515 leaf_weight=1.4504626018460829 76.521799701119107 0.98403841104800349 leaf_count=45 2944 112 internal_value=0 2.53302e-05 internal_weight=0 77.5058 internal_count=3101 3056 is_linear=0 shrinkage=0.000400217 Tree=9476 num_leaves=4 num_cat=0 split_feature=123 133 124 split_gain=1.86306 1.86948 1.54692 threshold=1.0000000180025095e-35 0.10635000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.1849919517251006e-06 0.00034171311292607414 -0.0003748965080306334 -7.2831109035689245e-05 leaf_weight=70.083069574585352 4.6338140945372288 1.9896000397602609 2.021755104957264 leaf_count=2436 195 418 64 internal_value=0 -2.95526e-06 0.000216666 internal_weight=0 72.0727 6.65557 internal_count=3113 2854 259 is_linear=0 shrinkage=0.000400217 Tree=9477 num_leaves=3 num_cat=0 split_feature=146 1429 split_gain=1.69373 1.73835 threshold=0.10020500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.022137329435674362 -0.022516245732012771 0.001940896425889492 leaf_weight=1.1582795868771416 1.1256779134273518 76.878627198311278 leaf_count=140 11 2947 internal_value=0 0.0015523 internal_weight=0 78.0369 internal_count=3098 3087 is_linear=0 shrinkage=0.0204111 Tree=9478 num_leaves=4 num_cat=0 split_feature=133 456 12 split_gain=1.57593 1.64843 1.38901 threshold=0.099280000000000021 0.087495000000000003 -0.010419999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015339318739665368 0.0055326478880128663 -0.015522994079190885 -0.021794041771603472 leaf_weight=72.417527014491043 1.0892818611755504 2.3283236068668876 2.280710059127613 leaf_count=2449 39 151 449 internal_value=0 0.000980187 -0.0130674 internal_weight=0 74.7459 3.36999 internal_count=3088 2600 488 is_linear=0 shrinkage=0.0204111 Tree=9479 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=2.393 6.60479 1.63218 threshold=-0.10726999999999999 -0.075944999999999985 0.077065000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0056383149601905609 -0.015957280862035746 0.0016636108517552855 -0.0051961613583060007 leaf_weight=26.997131873871695 12.92974574319919 27.596076876689494 7.2720069798051545 leaf_count=437 1561 963 120 internal_value=0 -0.0039868 0.00332977 internal_weight=0 40.5258 34.2691 internal_count=3081 2524 557 is_linear=0 shrinkage=0.0204111 Tree=9480 num_leaves=3 num_cat=0 split_feature=39 51 split_gain=1.33688 1.91194 threshold=0.16168500000000002 -0.24603999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037550139744885002 0.00037905438041618931 8.8890554237944812e-06 leaf_weight=2.0185932413032779 1.3946072789840389 76.106636942525483 leaf_count=156 28 2935 internal_value=0 -1.56597e-06 internal_weight=0 78.1252 internal_count=3119 3091 is_linear=0 shrinkage=0.000400217 Tree=9481 num_leaves=4 num_cat=0 split_feature=4 3 133 split_gain=1.64387 1.66248 0.0778181 threshold=0.51074000000000008 0.17769000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.1304695602806343e-05 0.00015391819961151505 0.00018507572702762537 0.00040523385116876564 leaf_weight=70.659098400017228 0.45616622055968026 5.4973111382423658 1.3174981734882738 leaf_count=2857 42 105 101 internal_value=0 -2.47158e-05 0.000353576 internal_weight=0 76.1564 1.77366 internal_count=3105 2962 143 is_linear=0 shrinkage=0.000400217 Tree=9482 num_leaves=4 num_cat=0 split_feature=156 39 157 split_gain=1.54935 1.44188 0.227181 threshold=0.11659000000000001 -1.0000000180025095e-35 -0.052249999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023383541301815925 -0.00010201841984265193 4.2480764076875433e-05 -0.00053275310051297767 leaf_weight=3.0412298014634862 0.3325884562691499 75.107805587280836 0.76986779638309488 leaf_count=70 45 2887 76 internal_value=0 3.14085e-05 -0.000424196 internal_weight=0 78.149 1.10246 internal_count=3078 2957 121 is_linear=0 shrinkage=0.000400217 Tree=9483 num_leaves=4 num_cat=0 split_feature=13 52 13 split_gain=1.70667 3.70036 2.131 threshold=-0.09194999999999999 0.11628500000000001 -0.075449999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0083899900940678507 -0.012176164677595981 -0.021620002143840765 -0.00083243456522608659 leaf_weight=14.865449834403991 7.8967899446997754 1.8245985642934091 49.952642969357839 leaf_count=361 835 90 1817 internal_value=0 0.00498701 -0.00240145 internal_weight=0 16.69 57.8494 internal_count=3103 451 2652 is_linear=0 shrinkage=0.0204111 Tree=9484 num_leaves=3 num_cat=0 split_feature=8 51 split_gain=1.27234 1.66604 threshold=1.0000000180025095e-35 0.085655000000000023 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.6798339960335452e-05 0.00025585381024266209 0.00010957155959645388 leaf_weight=61.887659441919595 2.9446776359400237 15.47592611454729 leaf_count=2565 71 435 internal_value=0 -7.40225e-06 internal_weight=0 77.3636 internal_count=3071 3000 is_linear=0 shrinkage=0.000400217 Tree=9485 num_leaves=4 num_cat=0 split_feature=159 482 2 split_gain=1.37637 1.39651 1.33231 threshold=0.10516000000000002 0.090355000000000005 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002300613778867974 -0.01886482713300363 -0.01921634751491719 0.0080226513154923948 leaf_weight=74.890052095620149 2.4618441802381308 1.1670415226735702 1.0194116718112125 leaf_count=2707 170 127 84 internal_value=0 0.00194269 -0.0109868 internal_weight=0 76.0571 3.48126 internal_count=3088 2834 254 is_linear=0 shrinkage=0.0204111 Tree=9486 num_leaves=4 num_cat=0 split_feature=3 0 0 split_gain=1.34847 2.47656 1.95804 threshold=-0.10643499999999999 -0.053089999999999991 -0.10783 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016604058007343807 2.6336095916629479e-06 -0.0002252593987746491 0.00016593509706572541 leaf_weight=3.5158376344215894 49.698560354452184 8.9124919079795273 13.291387001452675 leaf_count=101 2365 324 275 internal_value=0 -3.23836e-05 9.58511e-05 internal_weight=0 58.6111 16.8072 internal_count=3065 2689 376 is_linear=0 shrinkage=0.000400217 Tree=9487 num_leaves=4 num_cat=0 split_feature=133 12 41 split_gain=2.14941 2.66097 1.53645 threshold=0.088435000000000014 -0.083219999999999988 0.079885000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.1530153743363699e-05 0.0002270236331910633 -0.00033653672754848117 -0.00020778424560219475 leaf_weight=69.145225445623282 1.7126315721907301 5.1548448219232332 3.7546707182482342 leaf_count=2281 69 653 113 internal_value=0 -0.000194607 3.78761e-05 internal_weight=0 6.86748 72.8999 internal_count=3116 722 2394 is_linear=0 shrinkage=0.000400217 Tree=9488 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=1.28733 2.2808 1.92945 threshold=0.24099500000000004 0.080455000000000013 0.11156500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023974559687479213 0.009934443124173381 -0.021936486473737228 -0.0082565969489437081 leaf_weight=58.941353541933722 11.71745292811829 1.8856107641240658 2.9655095226044059 leaf_count=2482 361 136 49 internal_value=0 -0.000486751 0.00622573 internal_weight=0 60.827 14.683 internal_count=3028 2618 410 is_linear=0 shrinkage=0.0204111 Tree=9489 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=1.51795 1.78452 threshold=-0.29526499999999994 0.11008500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019153007519481711 -0.0013855133611810294 0.011242579098033048 leaf_weight=1.7560666528297577 67.602891775060471 4.8950086635713879 leaf_count=72 2840 182 internal_value=0 -0.000516851 internal_weight=0 72.4979 internal_count=3094 3022 is_linear=0 shrinkage=0.0204111 Tree=9490 num_leaves=4 num_cat=0 split_feature=13 52 132 split_gain=1.26233 2.00749 1.89708 threshold=-0.10462499999999998 0.10178500000000001 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0078972060150128594 -0.0022663341957286074 -0.013192450097758168 0.0098199840331417293 leaf_weight=14.469137960360969 56.866210851061169 2.0557454104346098 5.8672554903805567 leaf_count=282 2527 58 253 internal_value=0 0.00520246 -0.00112046 internal_weight=0 16.5249 62.7335 internal_count=3120 340 2780 is_linear=0 shrinkage=0.0204111 Tree=9491 num_leaves=4 num_cat=0 split_feature=402 39 2 split_gain=1.66316 1.40681 0.523314 threshold=0.086055000000000006 -1.0000000180025095e-35 0.11682500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012120406701376768 -0.019782773376191366 0.0025839798565083058 0.006045411349514117 leaf_weight=2.7037200819831915 1.8285714259395711 74.151414746532964 0.33906874424974365 leaf_count=57 315 2701 33 internal_value=0 0.00204981 -0.0156442 internal_weight=0 76.8551 2.16764 internal_count=3106 2758 348 is_linear=0 shrinkage=0.0204111 Tree=9492 num_leaves=3 num_cat=0 split_feature=10 49 split_gain=1.54006 1.3898 threshold=0.08302000000000001 -0.085934999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0076914746122925858 0.018246944488262369 0.00052556855062121368 leaf_weight=9.7244911103625764 1.7524305283059209 66.806554455922878 leaf_count=191 75 2859 internal_value=0 -0.000528249 internal_weight=0 76.531 internal_count=3125 3050 is_linear=0 shrinkage=0.0204111 Tree=9493 num_leaves=4 num_cat=0 split_feature=14 1 14 split_gain=1.70238 1.7646 0.27296 threshold=0.073890000000000011 0.087515000000000023 0.085045000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5520613476451425e-05 -0.00056102855197170465 5.8148159912430966e-05 -0.00021733397375598511 leaf_weight=32.108789306598965 0.70127234524988935 43.226975480560213 1.1487009170987219 leaf_count=1706 45 1256 61 internal_value=0 5.42039e-06 -0.000372201 internal_weight=0 75.3358 1.84997 internal_count=3068 2962 106 is_linear=0 shrinkage=0.000400217 Tree=9494 num_leaves=4 num_cat=0 split_feature=43 42 39 split_gain=1.73244 2.513 2.28034 threshold=0.0035350000000000004 0.083315000000000014 0.0047850000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.2301072848086353e-05 0.00021125007482717404 -0.00018373303789686175 0.00012341725848991387 leaf_weight=52.370544915802384 10.746203432810033 3.2892770446960631 11.546134386091579 leaf_count=2198 274 265 335 internal_value=0 0.000117963 -3.67918e-05 internal_weight=0 14.0355 63.9167 internal_count=3072 539 2533 is_linear=0 shrinkage=0.000400217 Tree=9495 num_leaves=4 num_cat=0 split_feature=49 2 9 split_gain=1.28511 2.31379 1.91086 threshold=-0.006494999999999999 0.11585500000000001 0.037245000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013516075212382253 5.3814099802222222e-05 0.00019140544469959113 -0.00026610663472750548 leaf_weight=19.36784867744564 50.36696502631662 4.1269840140230363 3.06829674943583 leaf_count=506 2418 102 80 internal_value=0 -7.7162e-05 3.4926e-05 internal_weight=0 23.4948 53.4353 internal_count=3106 608 2498 is_linear=0 shrinkage=0.000400217 Tree=9496 num_leaves=3 num_cat=0 split_feature=1366 1429 split_gain=1.44172 1.29508 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017864233071246002 -0.0188611199824445 0.0017736435084227727 leaf_weight=1.5333119626448013 1.1766127058865539 78.134169769140954 leaf_count=55 146 2919 internal_value=0 0.00144136 internal_weight=0 79.3108 internal_count=3120 3065 is_linear=0 shrinkage=0.0204111 Tree=9497 num_leaves=4 num_cat=0 split_feature=0 4 48 split_gain=1.67722 1.91555 1.42498 threshold=-0.23031999999999997 0.29587000000000002 0.085130000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0180813754371256 -0.0021671134526408454 0.0084376956548608412 0.0020335197357939359 leaf_weight=3.6256795703957305 58.209748921236951 7.9681296828421173 6.1013989320490509 leaf_count=63 2689 286 54 internal_value=0 -0.000878149 0.00815291 internal_weight=0 66.1779 9.72708 internal_count=3092 2975 117 is_linear=0 shrinkage=0.0204111 Tree=9498 num_leaves=4 num_cat=0 split_feature=151 0 2 split_gain=1.50442 1.56915 0.0455474 threshold=-0.29526499999999994 -0.22529499999999997 0.11917500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022773525398268041 0.00016494861522353053 -5.1206351375052099e-06 -0.00044037357278289558 leaf_weight=0.7826322437285842 9.9242333590227627 64.724061351259934 0.84123437548987567 leaf_count=62 111 2908 14 internal_value=0 1.77027e-05 -0.000359192 internal_weight=0 74.6483 1.62387 internal_count=3095 3019 76 is_linear=0 shrinkage=0.000400217 Tree=9499 num_leaves=4 num_cat=0 split_feature=42 157 160 split_gain=2.22868 1.96973 1.95524 threshold=-1.0000000180025095e-35 -0.07692499999999998 -0.082234999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011856228019640164 -0.0076949353292522218 -0.014345814934979641 0.0024192327596813433 leaf_weight=1.347082709209303 9.0900562289814371 7.0275340171110638 59.091105972922833 leaf_count=46 507 773 1747 internal_value=0 -0.0100303 0.00106039 internal_weight=0 8.37462 68.1812 internal_count=3073 819 2254 is_linear=0 shrinkage=0.0204111 Tree=9500 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=2.52874 3.02572 2.87127 threshold=0.084045000000000022 -0.015559999999999999 -0.096359999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020846932930338493 3.8824105058344714e-05 -1.6161170756838851e-05 -0.00021731768032667774 leaf_weight=13.227607544563396 12.511162971024989 34.253957314453146 15.745131171500359 leaf_count=360 378 663 1676 internal_value=0 4.67605e-05 -0.000104199 internal_weight=0 47.4816 28.2563 internal_count=3077 1023 2054 is_linear=0 shrinkage=0.000400217 Tree=9501 num_leaves=3 num_cat=0 split_feature=1374 158 split_gain=2.17634 1.51907 threshold=-0.095439999999999983 0.11034000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040211487157826244 3.5115759279223159e-05 -0.00039354223097208237 leaf_weight=1.8214291593758378 76.630553067747769 1.2359523657046327 leaf_count=43 2929 133 internal_value=0 2.77565e-05 internal_weight=0 77.8665 internal_count=3105 3062 is_linear=0 shrinkage=0.000400217 Tree=9502 num_leaves=3 num_cat=0 split_feature=123 13 split_gain=1.35137 1.36305 threshold=0.13456000000000004 0.25430000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0009210088166446129 -0.020984624257062618 0.013308297711126916 leaf_weight=72.955600403727885 1.0131831482285623 3.788197609807411 leaf_count=2976 21 97 internal_value=0 0.00155096 internal_weight=0 76.7438 internal_count=3094 3073 is_linear=0 shrinkage=0.0204111 Tree=9503 num_leaves=4 num_cat=0 split_feature=159 49 15 split_gain=1.67767 1.40963 1.08758 threshold=0.10500500000000001 -0.085934999999999984 -0.46772999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0064312337016163637 0.015876234758104811 0.0017864826727875449 -0.018552634266767367 leaf_weight=9.9783671389905049 0.35283640863417565 62.87153733994387 2.8043737487196259 leaf_count=187 55 2604 205 internal_value=0 0.000652747 -0.014293 internal_weight=0 72.8499 3.15721 internal_count=3051 2791 260 is_linear=0 shrinkage=0.0204111 Tree=9504 num_leaves=4 num_cat=0 split_feature=1456 1212 376 split_gain=1.43908 1.23805 0.535065 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.083560000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0192812997267451 -0.021654761814001815 0.0018884595173630206 0.0059202644576954195 leaf_weight=1.0568186825039436 1.4237442227472445 77.857533516720878 0.311042952351272 leaf_count=219 267 2599 7 internal_value=0 0.00157804 -0.0166514 internal_weight=0 78.9144 1.73479 internal_count=3092 2818 274 is_linear=0 shrinkage=0.0204111 Tree=9505 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=1.66823 2.3513 1.85362 threshold=-0.095604999999999982 -0.095034999999999981 0.086100000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042159599663427552 0.00042771447687281027 2.0755403646546255e-05 -5.0619139694255517e-05 leaf_weight=2.3476357481094992 2.2572423413403149 57.079470706001302 17.945488645159458 leaf_count=232 17 2418 432 internal_value=0 3.7013e-05 -9.5614e-05 internal_weight=0 59.3367 20.2931 internal_count=3099 2435 664 is_linear=0 shrinkage=0.000400217 Tree=9506 num_leaves=4 num_cat=0 split_feature=43 13 48 split_gain=1.48668 1.64021 1.34112 threshold=-0.19537999999999997 0.26950500000000005 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028333005438781558 7.2605402984919926e-07 -8.1656135825834621e-05 -0.00024596232131573548 leaf_weight=5.789577162072872 65.195246173612304 2.8994131174331415 3.6199598290459098 leaf_count=135 2802 61 86 internal_value=0 0.000162049 -1.26292e-05 internal_weight=0 8.68899 68.8152 internal_count=3084 196 2888 is_linear=0 shrinkage=0.000400217 Tree=9507 num_leaves=4 num_cat=0 split_feature=2 12 43 split_gain=1.49179 2.38363 1.42328 threshold=0.092120000000000021 0.097345000000000015 0.0047200000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010456840270306993 1.3922435366671086e-05 0.00015435077653827702 0.00020820408014956472 leaf_weight=32.241994288051046 31.029815367181982 6.8083612110676759 7.393205610025233 leaf_count=1685 977 197 246 internal_value=0 -5.91141e-05 5.18017e-05 internal_weight=0 39.0504 38.423 internal_count=3105 1882 1223 is_linear=0 shrinkage=0.000400217 Tree=9508 num_leaves=4 num_cat=0 split_feature=131 124 48 split_gain=1.72775 2.16902 1.65774 threshold=0.092255000000000018 0.08919500000000001 0.086950000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.9820489705900884e-05 -0.0003528106626460034 0.00038922409623026467 -7.9295691725573514e-05 leaf_weight=55.691244638763692 3.648016068749711 0.66169163334416214 18.087633773593097 leaf_count=2309 339 7 460 internal_value=0 -0.000231911 2.56463e-05 internal_weight=0 4.30971 73.7789 internal_count=3115 346 2769 is_linear=0 shrinkage=0.000400217 Tree=9509 num_leaves=4 num_cat=0 split_feature=402 1365 3 split_gain=1.35911 1.37401 0.306007 threshold=0.088090000000000016 1.0000000180025095e-35 -0.16011499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1746601140749338e-05 0.00015600956857189516 -0.00034608037683169629 -0.00034755895015826428 leaf_weight=76.20079615153918 0.15217256755568076 1.3807576726976538 1.7295139374268718 leaf_count=2701 11 60 302 internal_value=0 3.43554e-05 -0.00030036 internal_weight=0 77.5816 1.88169 internal_count=3074 2761 313 is_linear=0 shrinkage=0.000400217 Tree=9510 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=1.54576 1.47643 threshold=0.24295000000000003 0.10423500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.2243557780388963e-05 0.00030869181142877019 7.2944858171629867e-05 leaf_weight=52.502856566684613 2.5170511100441209 26.842220566246397 leaf_count=2413 19 682 internal_value=0 -3.22776e-06 internal_weight=0 79.3451 internal_count=3114 3095 is_linear=0 shrinkage=0.000400217 Tree=9511 num_leaves=4 num_cat=0 split_feature=48 48 0 split_gain=1.23136 2.10337 1.67836 threshold=0.12879500000000002 0.093225000000000016 -0.14910999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015364286815378564 -0.025912050909761418 0.0084510282395694625 0.00094789640095770762 leaf_weight=62.380786591520518 1.7495800906035586 10.109958385084608 2.0059347182541378 leaf_count=2735 26 259 68 internal_value=0 -0.000132638 -0.0119532 internal_weight=0 72.4907 3.75551 internal_count=3088 2994 94 is_linear=0 shrinkage=0.0204111 Tree=9512 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=1.31415 1.24245 threshold=-1.0000000180025095e-35 0.097925000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040581973892118962 -1.8427712956136662e-05 8.3351977612935234e-05 leaf_weight=1.3554777733224899 46.576711782948678 32.547616354810316 leaf_count=88 2052 948 internal_value=0 2.34978e-05 internal_weight=0 79.1243 internal_count=3088 3000 is_linear=0 shrinkage=0.000400217 Tree=9513 num_leaves=4 num_cat=0 split_feature=43 474 160 split_gain=1.66949 3.31857 2.26485 threshold=-0.060849999999999994 0.084655000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.7217301506601724e-05 -4.7771517385489046e-05 0.00029722962687736646 0.00016695410495368298 leaf_weight=7.3540116696999602 45.365523752163199 4.8403821542160577 22.855175976179453 leaf_count=554 1552 119 829 internal_value=0 -1.39224e-05 0.000104986 internal_weight=0 50.2059 30.2092 internal_count=3054 1671 1383 is_linear=0 shrinkage=0.000400217 Tree=9514 num_leaves=4 num_cat=0 split_feature=42 12 52 split_gain=1.39803 2.3102 1.60988 threshold=-1.0000000180025095e-35 0.11586 0.0031350000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002354020408149615 -2.5073991122309392e-05 0.00030024069064021685 0.00010578941696143664 leaf_weight=7.7917060528534403 48.373941154316981 1.4414979957532521 21.731067234024749 leaf_count=795 1476 54 773 internal_value=0 -0.000149182 1.55949e-05 internal_weight=0 9.2332 70.105 internal_count=3098 849 2249 is_linear=0 shrinkage=0.000400217 Tree=9515 num_leaves=4 num_cat=0 split_feature=3 33 132 split_gain=1.7949 1.60244 0.503309 threshold=-0.16935999999999998 -1.0000000180025095e-35 0.080815000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0076640413875988791 -0.023389831011517381 0.00049984427905091003 0.021418971285243317 leaf_weight=3.6139388615974886 1.0773007770185348 71.17107971755604 1.6504223156953228 leaf_count=128 36 2912 19 internal_value=0 0.000107982 0.0123326 internal_weight=0 72.2484 5.26436 internal_count=3095 2948 147 is_linear=0 shrinkage=0.0204111 Tree=9516 num_leaves=4 num_cat=0 split_feature=484 1447 457 split_gain=1.23376 1.40147 0.919221 threshold=-0.082264999999999991 -0.086059999999999984 -0.11700999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022686499700415953 0.00032354882299833354 -2.941724497158739e-06 -0.00040463871952863348 leaf_weight=0.37911445414647493 2.0534087171035926 76.584305305444559 1.8253019175263023 leaf_count=6 73 2760 280 internal_value=0 6.03159e-06 -0.000290317 internal_weight=0 78.6377 2.20442 internal_count=3119 2833 286 is_linear=0 shrinkage=0.000400217 Tree=9517 num_leaves=4 num_cat=0 split_feature=0 14 49 split_gain=2.00558 2.56819 2.11938 threshold=-0.10643499999999999 -0.13131999999999996 -0.14931499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034950736624688665 0.00024742360737725329 9.7328174436190956e-05 -9.1147551153286164e-05 leaf_weight=2.1052756699609771 3.0913289273303226 29.488481283464353 39.870212708090548 leaf_count=46 65 504 2457 internal_value=0 6.64238e-05 -6.62056e-05 internal_weight=0 31.5938 42.9615 internal_count=3072 550 2522 is_linear=0 shrinkage=0.000400217 Tree=9518 num_leaves=4 num_cat=0 split_feature=12 3 133 split_gain=1.56387 2.10938 1.5913 threshold=0.10042000000000002 -0.13392999999999997 0.088435000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0023453104258499189 0.0081479228526480773 -0.01538517434077607 -0.0091663718056636933 leaf_weight=64.650208617598082 2.1857951714173396 5.1653506520528927 5.3116732625135219 leaf_count=2108 65 377 557 internal_value=0 -0.00837056 0.00145807 internal_weight=0 7.35115 69.9619 internal_count=3107 442 2665 is_linear=0 shrinkage=0.0204111 Tree=9519 num_leaves=3 num_cat=0 split_feature=1375 1374 split_gain=1.77869 1.39021 threshold=-0.43271999999999994 0.090240000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048165006491723237 2.4720049705498405e-05 -0.0003480763465580493 leaf_weight=1.0495125933084626 78.922932592395227 1.5236737972918479 leaf_count=12 3028 54 internal_value=0 1.71852e-05 internal_weight=0 80.4466 internal_count=3094 3082 is_linear=0 shrinkage=0.000400217 Tree=9520 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=1.82016 2.22835 1.8268 threshold=0.097925000000000012 -0.063819999999999988 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011593321585948957 1.7752118456855682e-05 7.580549743599498e-05 0.00025642918210606793 leaf_weight=32.051664304200131 25.126817688229952 13.815282534833385 6.3505998489781623 leaf_count=1902 781 254 161 internal_value=0 -5.81369e-05 6.66437e-05 internal_weight=0 45.8669 31.4774 internal_count=3098 2156 942 is_linear=0 shrinkage=0.000400217 Tree=9521 num_leaves=4 num_cat=0 split_feature=34 3 3 split_gain=1.93305 1.76067 0.630466 threshold=-0.083799999999999986 -0.16059999999999997 -0.012754999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0058491792154062652 0.011959065473541999 0.00039792974526979807 -0.025630357465953286 leaf_weight=1.4498096113820795 5.8252742591066626 72.643092232910476 1.295043462061584 leaf_count=44 157 2891 38 internal_value=0 0.00127201 -0.0158208 internal_weight=0 78.4684 2.74485 internal_count=3130 3048 82 is_linear=0 shrinkage=0.0204111 Tree=9522 num_leaves=4 num_cat=0 split_feature=0 15 0 split_gain=1.4202 3.7029 3.30553 threshold=-0.10726999999999999 -0.015169999999999998 -0.075359999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5068167653196005e-05 -0.0002020484991269905 0.00025756841858975824 3.1975454210385718e-05 leaf_weight=23.037565773057395 14.094743463899475 10.831482682413478 30.181509749394536 leaf_count=424 1573 148 970 internal_value=0 6.58712e-05 -4.28446e-05 internal_weight=0 33.869 44.2763 internal_count=3115 572 2543 is_linear=0 shrinkage=0.000400217 Tree=9523 num_leaves=3 num_cat=0 split_feature=1375 1365 split_gain=1.58032 1.59845 threshold=-0.43271999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046700823475237768 -3.8461931865188926e-06 -0.00042414522538567856 leaf_weight=1.1354748420130807 69.799116957425213 1.3681764452412597 leaf_count=16 2982 58 internal_value=0 -1.25799e-05 internal_weight=0 71.1673 internal_count=3056 3040 is_linear=0 shrinkage=0.000400217 Tree=9524 num_leaves=4 num_cat=0 split_feature=453 1456 0 split_gain=1.78713 1.49641 0.217388 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.23154499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017275086430939508 -0.02265631717779595 0.0012937797034644112 -0.0093060066619550224 leaf_weight=1.7421872727657035 1.1895496295765045 72.978808937805752 1.2739593541627972 leaf_count=292 17 2718 63 internal_value=0 0.00083563 -0.0164572 internal_weight=0 74.721 2.46351 internal_count=3090 3010 80 is_linear=0 shrinkage=0.0204111 Tree=9525 num_leaves=3 num_cat=0 split_feature=31 123 split_gain=1.29132 1.18692 threshold=-1.0000000180025095e-35 0.13456000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039265096113397696 1.0247231142868628e-05 -0.00040603719776364242 leaf_weight=1.2841810313038866 76.503703143623625 1.001045484910718 leaf_count=84 3003 21 internal_value=0 4.29255e-06 internal_weight=0 77.5047 internal_count=3108 3024 is_linear=0 shrinkage=0.000400217 Tree=9526 num_leaves=4 num_cat=0 split_feature=39 13 12 split_gain=1.59652 2.03982 1.60016 threshold=0.0047850000000000011 -0.10462499999999998 -0.03664499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0056904191759725616 0.0028986207204120618 -0.0032363343576935883 0.021576827934661629 leaf_weight=13.417173686495515 8.9069786641439332 50.309355878875976 2.3373765347932922 leaf_count=253 321 2440 38 internal_value=0 -0.00135018 0.00695574 internal_weight=0 63.7265 11.2444 internal_count=3052 2693 359 is_linear=0 shrinkage=0.0204111 Tree=9527 num_leaves=4 num_cat=0 split_feature=52 49 132 split_gain=1.33346 2.93767 1.67479 threshold=0.0031350000000000002 -0.13513499999999998 0.08018500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020915572972146838 -0.024327370168194435 0.0066663534070341111 0.0090511223413754158 leaf_weight=49.797534233832948 1.2416920392715862 22.398462683045182 6.2216050757087933 leaf_count=1689 38 1160 193 internal_value=0 0.00493141 -0.000838441 internal_weight=0 23.6402 56.0191 internal_count=3080 1198 1882 is_linear=0 shrinkage=0.0204111 Tree=9528 num_leaves=3 num_cat=0 split_feature=10 159 split_gain=1.47427 1.44485 threshold=0.08302000000000001 0.10862000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.5082225106337001e-05 0.0003797473276511587 -0.00027907035216294976 leaf_weight=75.500536771103953 1.7051462892304687 2.4756116187636499 leaf_count=2824 82 199 internal_value=0 1.50396e-05 internal_weight=0 77.9761 internal_count=3105 3023 is_linear=0 shrinkage=0.000400217 Tree=9529 num_leaves=4 num_cat=0 split_feature=16 42 34 split_gain=1.39916 2.43559 1.84861 threshold=0.15354500000000001 0.10134500000000002 -0.086809999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037458984173297048 -0.00018407065349463361 0.00025871489581590171 4.1253918432931608e-05 leaf_weight=1.6498194177438552 11.655014964960172 2.2926859757480988 61.572887924612814 leaf_count=56 454 53 2516 internal_value=0 -0.000109806 2.97593e-05 internal_weight=0 13.9477 63.2227 internal_count=3079 507 2572 is_linear=0 shrinkage=0.000400217 Tree=9530 num_leaves=4 num_cat=0 split_feature=1456 11 3 split_gain=1.48598 1.31044 0.215615 threshold=-1.0000000180025095e-35 0.081005000000000008 -0.15102499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0032865520864177209 0.00090707416124720874 -0.0099431208961782147 -0.019588324131501675 leaf_weight=0.15672517762868654 71.190643309891584 4.8480804702676314 1.7331587392216068 leaf_count=9 2661 177 298 internal_value=0 0.000201684 -0.0176136 internal_weight=0 76.0387 1.88988 internal_count=3145 2838 307 is_linear=0 shrinkage=0.0204111 Tree=9531 num_leaves=4 num_cat=0 split_feature=16 0 42 split_gain=1.25217 3.26648 1.8693 threshold=0.0015250000000000001 0.15238000000000004 0.084675000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018921436843068859 0.00060235612941751454 -0.032402920015784924 0.012131304250191117 leaf_weight=52.74510471302267 15.666837371790281 1.201003655201929 9.2593421066098909 leaf_count=2212 470 23 374 internal_value=0 -0.000601997 0.00492012 internal_weight=0 53.9461 24.9262 internal_count=3079 2235 844 is_linear=0 shrinkage=0.0204111 Tree=9532 num_leaves=4 num_cat=0 split_feature=457 480 457 split_gain=1.88614 1.54804 1.47363 threshold=-0.0024349999999999997 0.086640000000000009 -0.14941999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0043759991856122627 0.0019100633625772554 -0.018238216350657373 -0.017007361212854913 leaf_weight=1.9032737383386118 68.674398465131617 1.5148858299528445 4.1504850078308655 leaf_count=39 2624 186 213 internal_value=0 0.00144685 -0.0103271 internal_weight=0 70.1893 6.05376 internal_count=3062 2810 252 is_linear=0 shrinkage=0.0204111 Tree=9533 num_leaves=4 num_cat=0 split_feature=40 47 40 split_gain=1.50376 1.94385 0.483793 threshold=1.0000000180025095e-35 0.11764000000000001 0.10989500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8297189075246018e-05 0.00034876991362691595 -0.0002436902159888387 8.6661724657488369e-05 leaf_weight=70.033822878035153 2.5170694616535902 4.7378850457680519 2.1450382918847026 leaf_count=2881 43 126 46 internal_value=0 1.35689e-06 0.000233035 internal_weight=0 74.7717 4.66211 internal_count=3096 3007 89 is_linear=0 shrinkage=0.000400217 Tree=9534 num_leaves=4 num_cat=0 split_feature=0 4 52 split_gain=1.74516 2.37402 1.21047 threshold=0.062580000000000011 -0.22295999999999996 -0.016299999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018823557136279961 0.017381428874482269 -0.00093806939912822248 0.0022789469976905396 leaf_weight=3.1462116294678699 3.2123014862663695 60.905717099565663 6.7263684313884351 leaf_count=99 105 2792 76 internal_value=0 -0.00184791 0.00729951 internal_weight=0 64.0519 9.93867 internal_count=3072 2891 181 is_linear=0 shrinkage=0.0204111 Tree=9535 num_leaves=3 num_cat=0 split_feature=43 401 split_gain=1.74233 1.30195 threshold=0.25537500000000007 0.079655000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00050886688395472004 -0.021304897714851063 -0.016349727422222793 leaf_weight=73.759833126716103 1.510330072713258 1.8471088701808174 leaf_count=2636 183 284 internal_value=0 7.34366e-05 internal_weight=0 75.6069 internal_count=3103 2920 is_linear=0 shrinkage=0.0204111 Tree=9536 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=1.71041 4.6999 3.61138 threshold=-0.0087849999999999977 0.15238000000000004 -0.10977499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021508255470610695 0.016024938618914391 -0.043879324216776074 -0.0007796091072536026 leaf_weight=41.62731351468301 6.7929551589622887 1.044386967216268 23.286257026816202 leaf_count=1975 95 11 978 internal_value=0 -0.00328429 0.00306081 internal_weight=0 42.6717 30.0792 internal_count=3059 1986 1073 is_linear=0 shrinkage=0.0204111 Tree=9537 num_leaves=4 num_cat=0 split_feature=123 42 456 split_gain=1.45428 1.69617 1.54482 threshold=1.0000000180025095e-35 -0.088814999999999991 0.087055000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011768759514855886 -0.0072495919421579859 0.016364157603934289 -0.016647744942784655 leaf_weight=67.608505445402898 1.6120425940025596 5.0028745286872427 1.9763226945015038 leaf_count=2684 22 215 153 internal_value=0 0.0105846 0.000644696 internal_weight=0 6.61492 69.5848 internal_count=3074 237 2837 is_linear=0 shrinkage=0.0204111 Tree=9538 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=1.49844 5.29556 2.87552 threshold=-0.10726999999999999 -0.075534999999999977 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0049864860694797137 -0.013261384926143273 0.0023059243913938193 -0.016529912559947523 leaf_weight=30.425242492223333 13.211572947277771 28.663194911714072 2.7181809159942523 leaf_count=515 1539 945 38 internal_value=0 -0.00262786 0.00317216 internal_weight=0 41.8748 33.1434 internal_count=3037 2484 553 is_linear=0 shrinkage=0.0204111 Tree=9539 num_leaves=4 num_cat=0 split_feature=128 1374 2 split_gain=1.49 1.34469 0.12302 threshold=0.081680000000000016 -0.095439999999999983 0.11753000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014164441711166665 -0.020715152962544642 0.0010828578544712557 -0.0041847040272857891 leaf_weight=2.3773521287657777 1.3786036858971318 75.423447856421035 0.28982838419551615 leaf_count=49 208 2826 20 internal_value=0 0.000597261 -0.0182874 internal_weight=0 77.8008 1.66843 internal_count=3103 2875 228 is_linear=0 shrinkage=0.0204111 Tree=9540 num_leaves=4 num_cat=0 split_feature=1456 42 3 split_gain=1.50349 1.07354 0.204455 threshold=-1.0000000180025095e-35 -0.40652499999999997 -0.14928 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001767092220753145 -0.023466462066080503 0.00060541954324902557 -0.020435514105785878 leaf_weight=0.17366676923120383 0.66787632674095121 75.405536309853005 1.5673820482578538 leaf_count=14 7 2787 267 internal_value=0 0.000359906 -0.0182479 internal_weight=0 76.0734 1.74105 internal_count=3075 2794 281 is_linear=0 shrinkage=0.0204111 Tree=9541 num_leaves=3 num_cat=0 split_feature=38 41 split_gain=1.42174 1.48128 threshold=0.10386000000000002 0.082980000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001944139720278475 -0.017110103748658803 -0.011210352075929257 leaf_weight=74.874851438871815 1.6716381477890525 3.6336923880044187 leaf_count=2962 38 113 internal_value=0 0.0013202 internal_weight=0 78.5085 internal_count=3113 3075 is_linear=0 shrinkage=0.0204111 Tree=9542 num_leaves=3 num_cat=0 split_feature=160 41 split_gain=1.59767 1.50142 threshold=-0.40187499999999993 0.075585000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040440502520694167 4.3542478291815182e-05 -0.000179103019182164 leaf_weight=1.2781628758201566 71.751714932060167 5.0927647811295165 leaf_count=234 2715 158 internal_value=0 2.85478e-05 internal_weight=0 76.8445 internal_count=3107 2873 is_linear=0 shrinkage=0.000400217 Tree=9543 num_leaves=4 num_cat=0 split_feature=484 150 1444 split_gain=1.65205 1.92872 1.43544 threshold=-0.0048899999999999994 0.10117000000000001 -0.083574999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036248079127208305 0.00045817004574106972 0.00026289335423478944 2.9443851698840349e-05 leaf_weight=3.2437849756347523 1.1619577646488313 0.94400392449460913 71.687801218578898 leaf_count=478 11 15 2603 internal_value=0 -0.000218335 3.69747e-05 internal_weight=0 4.18779 72.8498 internal_count=3107 493 2614 is_linear=0 shrinkage=0.000400217 Tree=9544 num_leaves=4 num_cat=0 split_feature=4 47 3 split_gain=1.85805 2.98078 1.93899 threshold=-0.17568999999999999 0.085165000000000018 -0.52337999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014542136081789322 -0.033005100168383497 0.0093075568221785976 0.00052604307784755915 leaf_weight=8.7531656768423982 0.61476962413871561 2.8106881488492936 63.101860662136573 leaf_count=209 17 40 2806 internal_value=0 -0.00871161 0.000145188 internal_weight=0 11.5639 63.7166 internal_count=3072 249 2823 is_linear=0 shrinkage=0.0204111 Tree=9545 num_leaves=4 num_cat=0 split_feature=49 49 151 split_gain=1.2563 1.86865 1.26694 threshold=-0.14902499999999999 -0.085934999999999984 0.082375000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.1703518528153165e-05 -0.0002393998185742108 2.1395218058884752e-05 0.00042959544051588897 leaf_weight=3.3173213064728762 4.5734747640090054 72.312976136397765 2.1927953869871999 leaf_count=69 93 2913 31 internal_value=0 5.55665e-06 0.00020155 internal_weight=0 76.8865 5.51012 internal_count=3106 3006 100 is_linear=0 shrinkage=0.000400217 Tree=9546 num_leaves=3 num_cat=0 split_feature=1375 123 split_gain=1.47214 1.22805 threshold=-0.53021499999999988 0.13456000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021474922990352283 -3.2707221949647358e-05 -0.021776825120445258 leaf_weight=1.19861689954996 76.942269006185825 0.98556664725765486 leaf_count=5 3067 16 internal_value=0 -0.000338559 internal_weight=0 77.9278 internal_count=3088 3083 is_linear=0 shrinkage=0.0204111 Tree=9547 num_leaves=4 num_cat=0 split_feature=43 1212 15 split_gain=1.53347 1.34736 0.200528 threshold=0.25035000000000007 -1.0000000180025095e-35 -0.19313499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037865105283589866 3.2985429552219674e-06 5.0326334329812111e-05 -0.00043064819807932351 leaf_weight=1.0800366031085094 0.19548424294771383 77.292887885665778 1.1409618063787537 leaf_count=214 29 2708 164 internal_value=0 4.3883e-05 -0.000371826 internal_weight=0 78.3729 1.33645 internal_count=3115 2922 193 is_linear=0 shrinkage=0.000400217 Tree=9548 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=1.53288 2.65821 1.80649 threshold=-0.24269999999999997 -0.19153499999999998 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016572441518837747 -0.022471816634755098 0.00052694041238781578 -0.012594969930646321 leaf_weight=4.4130719277491144 2.04546117076461 70.760808071948986 1.0118283848278222 leaf_count=221 76 2788 20 internal_value=0 -0.000152714 0.0109876 internal_weight=0 72.8063 5.4249 internal_count=3105 2864 241 is_linear=0 shrinkage=0.0204111 Tree=9549 num_leaves=4 num_cat=0 split_feature=1 42 48 split_gain=1.98194 2.91223 1.7445 threshold=0.10100500000000003 0.086835000000000009 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8702612015929188e-08 0.00013726154597257736 -0.00025671666023942562 -0.00012312026276929016 leaf_weight=39.094977688904009 22.002521462316512 8.5380509942999634 4.9730715899495399 leaf_count=1466 688 849 88 internal_value=0 -4.65825e-05 8.89485e-05 internal_weight=0 47.633 26.9756 internal_count=3091 2315 776 is_linear=0 shrinkage=0.000400217 Tree=9550 num_leaves=4 num_cat=0 split_feature=42 133 160 split_gain=1.73413 1.42207 0.681925 threshold=-0.108275 1.0000000180025095e-35 0.084100000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041064635518074254 3.5695196272523939e-05 -0.00011114153854478208 6.8955191942104578e-05 leaf_weight=2.1142067987702826 61.764378474565774 12.628327492157949 0.56653156907850633 leaf_count=152 1815 1077 37 internal_value=0 1.06398e-05 -0.000310589 internal_weight=0 74.3927 2.68074 internal_count=3081 2892 189 is_linear=0 shrinkage=0.000400217 Tree=9551 num_leaves=3 num_cat=0 split_feature=2 483 split_gain=1.77504 1.8405 threshold=-0.16156999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036107637393094127 1.7268794035413021e-05 -0.00030502316790668652 leaf_weight=2.1913307045579122 69.920034925769983 2.8460401050524515 leaf_count=62 2633 361 internal_value=0 4.21399e-06 internal_weight=0 72.7661 internal_count=3056 2994 is_linear=0 shrinkage=0.000400217 Tree=9552 num_leaves=4 num_cat=0 split_feature=1 0 160 split_gain=1.62971 4.42159 1.4992 threshold=0.088035000000000016 -0.072459999999999983 0.088450000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011118408532881723 0.00096450790339002346 0.0039636783765843965 0.011972093468105795 leaf_weight=16.059910394590361 37.602001368613855 16.134112159279539 5.8664649599686518 leaf_count=1483 1097 365 122 internal_value=0 -0.00357244 0.00247702 internal_weight=0 32.194 43.4685 internal_count=3067 1848 1219 is_linear=0 shrinkage=0.0204111 Tree=9553 num_leaves=4 num_cat=0 split_feature=52 147 403 split_gain=1.60216 3.33005 1.68641 threshold=0.28122000000000008 1.0000000180025095e-35 0.08888500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5865722022891123e-05 -0.00046145428651033632 0.00037871051472530045 -0.00031825581252889652 leaf_weight=71.385399014617406 2.5473622657123083 0.95914869382977475 1.8732167726902833 leaf_count=2556 258 5 251 internal_value=0 -0.000227034 4.58284e-05 internal_weight=0 3.50651 73.2586 internal_count=3070 263 2807 is_linear=0 shrinkage=0.000400217 Tree=9554 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=1.42444 1.38511 threshold=0.090240000000000015 0.077685000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0017801526197262474 -0.017518856978204638 -0.016097306160836169 leaf_weight=75.612489429092761 1.5907410586623871 1.7383386389174109 leaf_count=2943 64 95 internal_value=0 0.0013557 internal_weight=0 77.3508 internal_count=3102 3038 is_linear=0 shrinkage=0.0204111 Tree=9555 num_leaves=4 num_cat=0 split_feature=14 3 0 split_gain=1.69001 2.22464 1.65755 threshold=-0.13131999999999996 0.30991000000000007 -0.13409999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045988644046912543 -5.4347743919284582e-06 0.00039058944276338232 6.7506825539577725e-05 leaf_weight=2.3866585231444337 71.494429736038228 2.2345230712671755 1.503106738327914 leaf_count=42 2824 102 95 internal_value=0 7.1417e-06 -0.000259901 internal_weight=0 73.729 3.88977 internal_count=3063 2926 137 is_linear=0 shrinkage=0.000400217 Tree=9556 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=1.45044 2.06812 1.50772 threshold=0.10100500000000003 0.086785000000000015 0.10274500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.1643154238112969e-05 0.00016921840082092078 -4.7301144445341633e-05 0.00014459739676253293 leaf_weight=41.751135715596774 16.908477399370899 12.013635916981 6.4604388103471129 leaf_count=2213 589 211 59 internal_value=0 7.94452e-05 -3.37355e-05 internal_weight=0 28.9221 48.2116 internal_count=3072 800 2272 is_linear=0 shrinkage=0.000400217 Tree=9557 num_leaves=4 num_cat=0 split_feature=457 133 12 split_gain=1.51641 1.62022 1.47566 threshold=-1.0000000180025095e-35 -0.26577499999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028668797441759234 -0.00039178400925503679 4.9250878137391481e-05 -0.00025574444394692064 leaf_weight=0.86013035266660143 1.2493783733784756 69.294617718354175 4.9011786606370142 leaf_count=21 197 2641 243 internal_value=0 4.08314e-05 -0.000170841 internal_weight=0 70.544 5.76131 internal_count=3102 2838 264 is_linear=0 shrinkage=0.000400217 Tree=9558 num_leaves=4 num_cat=0 split_feature=401 34 2 split_gain=1.42396 1.34702 0.233741 threshold=0.087020000000000014 -0.14338499999999998 0.11753000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040962226210279092 -0.00040624400105662814 3.5577195785757359e-05 -7.4523735409797818e-06 leaf_weight=0.99306673885439423 1.3134640150237817 75.169318489680336 0.28705971228191618 leaf_count=33 209 2775 32 internal_value=0 2.91795e-05 -0.000339883 internal_weight=0 76.1624 1.60052 internal_count=3049 2808 241 is_linear=0 shrinkage=0.000400217 Tree=9559 num_leaves=4 num_cat=0 split_feature=376 133 2 split_gain=1.5539 2.08829 0.817132 threshold=1.0000000180025095e-35 0.086935000000000012 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9827297913906127e-05 5.6411245609465362e-05 -0.00021029806343800998 0.00037467777730619458 leaf_weight=66.106056793993957 2.392947965712664 6.2462803205679611 2.819879581562418 leaf_count=2149 83 758 78 internal_value=0 8.80402e-06 0.000232836 internal_weight=0 72.3523 5.21283 internal_count=3068 2907 161 is_linear=0 shrinkage=0.000400217 Tree=9560 num_leaves=4 num_cat=0 split_feature=1 1 3 split_gain=1.41138 1.5743 1.47987 threshold=0.11332500000000002 0.11000000000000001 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014158811821941676 0.011690415541543675 -0.013022973821503376 -0.0010069073932479394 leaf_weight=57.725109600011024 8.2426526240997173 4.1314937481656662 7.0216776245433712 leaf_count=2571 312 71 173 internal_value=0 -0.00102393 0.00588478 internal_weight=0 61.8566 15.2643 internal_count=3127 2642 485 is_linear=0 shrinkage=0.0204111 Tree=9561 num_leaves=4 num_cat=0 split_feature=124 160 47 split_gain=1.89968 1.7171 1.14739 threshold=-0.061329999999999989 -0.11051499999999999 0.080860000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028460129043395932 -0.00026663448281796835 -1.8610123378143294e-06 -7.3289530311377977e-05 leaf_weight=5.5189607716420133 4.0622477552624323 65.262200324282276 1.8724614704842677 leaf_count=201 405 2492 40 internal_value=0 -1.7781e-05 0.000194196 internal_weight=0 69.3244 7.39142 internal_count=3138 2897 241 is_linear=0 shrinkage=0.000400217 Tree=9562 num_leaves=4 num_cat=0 split_feature=156 45 0 split_gain=1.49649 1.41904 0.0712284 threshold=0.11896500000000002 -1.0000000180025095e-35 -0.14574499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019740124001612951 -0.030548969963854818 -0.00076573770622923975 -0.013929162813460638 leaf_weight=1.3214871584204946 0.47892907226923853 73.281970604846833 0.56732342348277487 leaf_count=25 4 2981 103 internal_value=0 -0.000373469 -0.0237548 internal_weight=0 74.6035 1.04625 internal_count=3113 3006 107 is_linear=0 shrinkage=0.0204111 Tree=9563 num_leaves=3 num_cat=0 split_feature=1210 157 split_gain=1.19948 1.32821 threshold=-0.080884999999999985 -0.07692499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041346653713207366 0.00015054212135967517 -5.7646144161490046e-06 leaf_weight=0.95219941013055986 9.8809883788848065 67.647118409051245 leaf_count=137 368 2574 internal_value=0 1.43451e-05 internal_weight=0 77.5281 internal_count=3079 2942 is_linear=0 shrinkage=0.000400217 Tree=9564 num_leaves=4 num_cat=0 split_feature=124 3 123 split_gain=1.52013 1.4634 1.23332 threshold=-0.061329999999999989 -0.097724999999999992 0.083715000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002018788391990118 0.0036186297899416953 -0.0028843579331459114 0.015525894652188007 leaf_weight=2.6500249581577 20.056912756020665 50.473321610106723 4.2933071457264305 leaf_count=67 467 2384 176 internal_value=0 -0.00103228 0.00890394 internal_weight=0 70.5302 6.94333 internal_count=3094 2851 243 is_linear=0 shrinkage=0.0204111 Tree=9565 num_leaves=4 num_cat=0 split_feature=159 147 151 split_gain=1.38434 2.20445 1.51268 threshold=-0.032069999999999994 1.0000000180025095e-35 -0.29526499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036168057594481112 -0.0003378440334264314 0.0003190707629017334 1.6738283724172626e-05 leaf_weight=3.5048083211786425 1.8675975835212728 0.87194792635273177 72.669857413362024 leaf_count=415 69 8 2616 internal_value=0 -0.000221484 7.36052e-06 internal_weight=0 4.37676 74.5375 internal_count=3108 423 2685 is_linear=0 shrinkage=0.000400217 Tree=9566 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=1.07092 2.32463 threshold=-0.080134999999999984 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038172167041536722 7.9097930715820997e-06 -0.00048020535121887287 leaf_weight=1.0702835293486703 76.400040415606782 1.4834126520236157 leaf_count=13 2974 97 internal_value=0 -2.06315e-06 internal_weight=0 77.8835 internal_count=3084 3071 is_linear=0 shrinkage=0.000400217 Tree=9567 num_leaves=4 num_cat=0 split_feature=16 45 147 split_gain=1.73173 1.32333 0.121772 threshold=-0.54213499999999992 -0.080134999999999984 0.083685000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017888169612070989 0.00038377076375072935 -3.6132331871488101e-05 0.00038499655321154317 leaf_weight=1.1839932559814763 1.1111795548349608 71.83018334864073 1.3512528253777416 leaf_count=45 12 2942 39 internal_value=0 -2.91572e-05 0.000300376 internal_weight=0 72.9414 2.53525 internal_count=3038 2954 84 is_linear=0 shrinkage=0.000400217 Tree=9568 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=1.6129 2.62807 threshold=-0.21083999999999997 -0.085934999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01227905922928153 -0.01372984813967641 0.00085514504014877143 leaf_weight=4.4276246402296229 5.4617365850426713 67.132517842740526 leaf_count=67 124 2892 internal_value=0 -0.000261633 internal_weight=0 72.5943 internal_count=3083 3016 is_linear=0 shrinkage=0.0204111 Tree=9569 num_leaves=4 num_cat=0 split_feature=376 13 1 split_gain=2.06557 2.04672 0.499677 threshold=1.0000000180025095e-35 -0.083499999999999977 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.2368810043115263e-05 9.5349396870889164e-05 -6.9536445360352688e-05 0.00034695614264202844 leaf_weight=24.897404011936715 2.3897629269631571 46.548022052517808 2.8761673761764541 leaf_count=919 22 2015 135 internal_value=0 -2.00492e-05 0.000237135 internal_weight=0 71.4454 5.26593 internal_count=3091 2934 157 is_linear=0 shrinkage=0.000400217 Tree=9570 num_leaves=4 num_cat=0 split_feature=131 0 49 split_gain=2.42699 2.15135 1.43678 threshold=0.092255000000000018 0.21217000000000003 -0.21083999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4547641163542031e-05 0.00033516151087744733 -0.00051836658733345024 -0.00039385055028332233 leaf_weight=70.031246961216539 0.41051461547613177 1.0338548788204196 3.2367637784809622 leaf_count=2691 2 16 337 internal_value=0 2.57011e-05 -0.000304259 internal_weight=0 71.0651 3.64728 internal_count=3046 2707 339 is_linear=0 shrinkage=0.000400217 Tree=9571 num_leaves=4 num_cat=0 split_feature=42 133 48 split_gain=1.57385 3.4719 2.44515 threshold=0.084050000000000014 0.085005000000000011 0.086260000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0049837327698305667 6.323149346922948e-06 -0.020205762930760835 -0.0046241086781899322 leaf_weight=40.490054927111487 17.523863413199482 4.3251006894970478 15.055100096638851 leaf_count=1399 762 627 315 internal_value=0 -0.00407737 0.00237554 internal_weight=0 21.849 55.5452 internal_count=3103 1389 1714 is_linear=0 shrinkage=0.0204111 Tree=9572 num_leaves=4 num_cat=0 split_feature=39 160 3 split_gain=1.69927 2.05852 1.67834 threshold=0.0047850000000000011 -1.0000000180025095e-35 0.10695500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013940420629217817 0.00022154327891979903 2.8797086185649304e-05 -0.00017829073596640457 leaf_weight=15.005352136706504 9.8319567111784618 50.771204049256085 1.9359224609361252 leaf_count=893 336 1839 30 internal_value=0 -9.74572e-06 0.000154707 internal_weight=0 65.7766 11.7679 internal_count=3098 2732 366 is_linear=0 shrinkage=0.000400217 Tree=9573 num_leaves=4 num_cat=0 split_feature=0 16 157 split_gain=2.0055 2.64095 2.6199 threshold=-0.07087499999999998 -0.54100999999999988 -0.076719999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0083992907736682356 -0.036414361620509664 0.0056137868340153489 -0.0045595130267785345 leaf_weight=7.6596763995868278 0.52795832406264054 25.333789577698553 39.747543745487292 leaf_count=275 9 787 2019 internal_value=0 0.00460252 -0.00245088 internal_weight=0 25.8617 47.4072 internal_count=3090 796 2294 is_linear=0 shrinkage=0.0204111 Tree=9574 num_leaves=4 num_cat=0 split_feature=124 38 49 split_gain=1.9759 2.27647 1.4712 threshold=-0.061329999999999989 0.083695000000000006 -0.21083999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014939262875359124 0.011738723347010666 -0.015920105312250538 -0.0018962081927707088 leaf_weight=6.0045032685156903 3.3591680126592101 1.0942246569320557 65.905768578553761 leaf_count=219 57 29 2803 internal_value=0 0.0100091 -0.00121707 internal_weight=0 7.09873 69.2649 internal_count=3108 248 2860 is_linear=0 shrinkage=0.0204111 Tree=9575 num_leaves=4 num_cat=0 split_feature=13 41 16 split_gain=1.97807 2.60199 2.15183 threshold=-0.10462499999999998 1.0000000180025095e-35 0.23451000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010425984745395288 -0.0039978489587583306 -0.0092227081958344212 0.0066951735704064864 leaf_weight=11.767376160893035 51.350190968844345 3.5816151184408218 9.1453237865034662 leaf_count=217 2383 94 378 internal_value=0 0.00580747 -0.00237196 internal_weight=0 15.349 60.4955 internal_count=3072 311 2761 is_linear=0 shrinkage=0.0204111 Tree=9576 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=1.75982 2.59822 1.64292 threshold=0.099470000000000017 0.10131000000000003 -0.52786999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0056773922127140988 -0.0063978828056047328 0.0085941006748611951 0.0050700155571179999 leaf_weight=40.292300063493826 6.584531994652937 6.018080568926961 23.357726522655867 leaf_count=2238 110 59 689 internal_value=0 -0.00380654 0.0025337 internal_weight=0 46.3104 29.9423 internal_count=3096 2297 799 is_linear=0 shrinkage=0.0204111 Tree=9577 num_leaves=4 num_cat=0 split_feature=15 15 0 split_gain=1.23478 3.65298 2.22433 threshold=-0.032239999999999998 -0.0087549999999999989 -0.060269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015340021758715043 -0.019786221941207306 -0.00073243374089968199 0.013079883766657273 leaf_weight=34.68805776247541 4.7434515656805152 30.749780758236966 6.1317852854808725 leaf_count=1161 192 1503 227 internal_value=0 -0.00333307 0.00186479 internal_weight=0 35.4932 40.8198 internal_count=3083 1695 1388 is_linear=0 shrinkage=0.0204111 Tree=9578 num_leaves=4 num_cat=0 split_feature=43 43 11 split_gain=1.25804 2.92138 2.03123 threshold=-0.083844999999999989 -0.080934999999999993 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0066253977090987267 -0.024489762631974044 -0.00055748367517148979 -0.015564282697116587 leaf_weight=17.721107012113752 2.0979878166308472 55.434501485411147 1.7956216510956426 leaf_count=719 187 2135 49 internal_value=0 -0.00147607 0.00450672 internal_weight=0 57.5325 19.5167 internal_count=3090 2322 768 is_linear=0 shrinkage=0.0204111 Tree=9579 num_leaves=4 num_cat=0 split_feature=42 16 33 split_gain=1.49676 4.00017 2.16395 threshold=0.084050000000000014 0.15627500000000003 0.084300000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.2135779067956171e-05 -0.00020065007096481603 0.00016809790663937596 -0.00039513723789771628 leaf_weight=55.347659662625688 13.850347634856691 7.0113356449983248 1.5980764853738936 leaf_count=1679 1181 223 39 internal_value=0 -7.6483e-05 4.8553e-05 internal_weight=0 20.8617 56.9457 internal_count=3122 1404 1718 is_linear=0 shrinkage=0.000400217 Tree=9580 num_leaves=4 num_cat=0 split_feature=150 15 43 split_gain=1.47832 2.12999 2.11002 threshold=0.075065000000000007 -0.031974999999999996 -0.069909999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0042946580365703733 0.0095767211372888243 -0.0066596022093153989 -0.0037101248542382201 leaf_weight=21.435407156705992 14.234087824274413 4.3103349523880743 37.657032322276109 leaf_count=1067 285 144 1613 internal_value=0 0.00578555 -0.00080381 internal_weight=0 18.5444 59.0924 internal_count=3109 429 2680 is_linear=0 shrinkage=0.0204111 Tree=9581 num_leaves=4 num_cat=0 split_feature=3 49 12 split_gain=1.6387 1.6657 1.56526 threshold=0.17769000000000004 -0.21083999999999997 -0.052409999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010244800050842794 -0.0052182794977218266 -0.0028380698026801796 0.017742665614495681 leaf_weight=4.2063743436592622 1.8513238507657659 66.952309723634471 3.3773352708521989 leaf_count=67 68 2838 85 internal_value=0 -0.00204983 0.00967387 internal_weight=0 71.1587 5.22866 internal_count=3058 2905 153 is_linear=0 shrinkage=0.0204111 Tree=9582 num_leaves=4 num_cat=0 split_feature=11 3 48 split_gain=1.36753 1.39399 1.07482 threshold=0.088315000000000018 -0.11550499999999998 0.081520000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013801317541321762 -7.4287326958532733e-06 -9.880475997887697e-06 -0.00047278423325858331 leaf_weight=12.105424486061109 1.5124000708128726 62.004671923569958 1.5724909354285044 leaf_count=248 87 2782 28 internal_value=0 1.44488e-05 -0.00025289 internal_weight=0 74.1101 3.08489 internal_count=3145 3030 115 is_linear=0 shrinkage=0.000400217 Tree=9583 num_leaves=4 num_cat=0 split_feature=15 15 50 split_gain=1.79209 2.02444 1.6641 threshold=-0.24269999999999997 -0.19631499999999999 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016324559922275692 -0.022616099098062784 -7.1733169829159009e-05 -0.012024452611265063 leaf_weight=4.6255990535282754 1.5889569206883596 68.073272248896615 0.96881715860217799 leaf_count=240 72 2779 17 internal_value=0 -0.000621425 0.0112756 internal_weight=0 69.6622 5.59442 internal_count=3108 2851 257 is_linear=0 shrinkage=0.0204111 Tree=9584 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=1.45816 2.94041 1.99297 threshold=1.0000000180025095e-35 -0.083574999999999997 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013902742834773524 -0.012387388044996844 0.00054385899521664058 0.0026328044952326594 leaf_weight=8.8415832535836234 3.8741650916454082 17.017958091113087 48.040896805980537 leaf_count=845 184 786 1360 internal_value=0 -0.00443419 0.00148767 internal_weight=0 25.8595 51.9151 internal_count=3175 1631 1544 is_linear=0 shrinkage=0.0204111 Tree=9585 num_leaves=4 num_cat=0 split_feature=150 15 48 split_gain=1.51306 2.27447 1.86052 threshold=0.082085000000000019 -0.031974999999999996 0.081520000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00080036845844413832 0.0095136576413580292 -0.0068733883527002191 -0.0079178239984077914 leaf_weight=44.937481793287589 14.151008872603599 4.598671561368973 13.073431184658146 leaf_count=2259 270 142 407 internal_value=0 0.00547752 -0.00117585 internal_weight=0 18.7497 58.0109 internal_count=3078 412 2666 is_linear=0 shrinkage=0.0204111 Tree=9586 num_leaves=3 num_cat=0 split_feature=33 133 split_gain=1.5706 1.24748 threshold=-1.0000000180025095e-35 0.11253500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040074607338234908 2.5446311468261979e-05 -0.0003305289124307165 leaf_weight=1.3506569093442511 74.551715151241979 1.499179406220718 leaf_count=40 2689 378 internal_value=0 1.79534e-05 internal_weight=0 76.0509 internal_count=3107 3067 is_linear=0 shrinkage=0.000400217 Tree=9587 num_leaves=3 num_cat=0 split_feature=483 402 split_gain=1.77167 1.45031 threshold=-0.06916499999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021182990372179425 -0.015722954651776731 0.0016194671627538463 leaf_weight=1.4008388603401716 1.9556954413801566 71.265241233139477 leaf_count=189 374 2541 internal_value=0 0.00113296 internal_weight=0 73.2209 internal_count=3104 2915 is_linear=0 shrinkage=0.0204111 Tree=9588 num_leaves=3 num_cat=0 split_feature=1429 1 split_gain=1.81799 1.59005 threshold=-1.0000000180025095e-35 0.077800000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024403526424072931 -0.0028541861989808143 0.0034293321458178524 leaf_weight=1.0537251840846682 25.367222794927102 49.057724057343421 leaf_count=147 1555 1381 internal_value=0 0.00128657 internal_weight=0 74.4249 internal_count=3083 2936 is_linear=0 shrinkage=0.0204111 Tree=9589 num_leaves=4 num_cat=0 split_feature=0 4 47 split_gain=1.73737 2.50664 2.44427 threshold=-0.10726999999999999 0.078925000000000009 0.077065000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0060033124064444452 -0.0055586838561214125 0.006664886525860658 -0.0077240842918172752 leaf_weight=25.785415214597833 34.45896368162289 8.6595586278117462 6.7261916687129988 leaf_count=435 2240 311 110 internal_value=0 -0.0030929 0.00314655 internal_weight=0 43.1185 32.5116 internal_count=3096 2551 545 is_linear=0 shrinkage=0.0204111 Tree=9590 num_leaves=3 num_cat=0 split_feature=156 2 split_gain=1.62166 1.83258 threshold=0.11896500000000002 0.092120000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0032698446920618757 -0.025135734111331871 0.0031938268271771305 leaf_weight=35.923348580842003 0.9725767884006008 36.964078992980603 leaf_count=1824 97 1147 internal_value=0 8.00804e-06 internal_weight=0 72.8874 internal_count=3068 2971 is_linear=0 shrinkage=0.0204111 Tree=9591 num_leaves=4 num_cat=0 split_feature=16 3 16 split_gain=1.90976 1.21211 0.280016 threshold=0.51400000000000012 -0.15490999999999996 0.68100000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017495485934197091 -0.00043967918993540752 4.5762186776349734e-06 -7.3131556260050583e-05 leaf_weight=7.3056043281703742 1.5547801229049576 68.077167422084131 0.48084876557186351 leaf_count=142 137 2787 27 internal_value=0 2.13232e-05 -0.000361422 internal_weight=0 75.3828 2.03563 internal_count=3093 2929 164 is_linear=0 shrinkage=0.000400217 Tree=9592 num_leaves=4 num_cat=0 split_feature=15 16 11 split_gain=1.38791 2.74387 1.31298 threshold=0.084050000000000014 -0.24404999999999996 0.088315000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025975054193983051 0.009364780966157003 -0.014538422410517577 -0.0099872444308358472 leaf_weight=64.024187092705688 2.9039422204482435 5.9076053302180735 3.5413606638608135 leaf_count=1933 56 1002 108 internal_value=0 -0.0066422 0.00192246 internal_weight=0 8.81155 67.5655 internal_count=3099 1058 2041 is_linear=0 shrinkage=0.0204111 Tree=9593 num_leaves=3 num_cat=0 split_feature=474 4 split_gain=1.3797 1.29306 threshold=-1.0000000180025095e-35 0.50673000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049520547286756127 1.2544877316158827e-05 0.00033410851526005089 leaf_weight=0.72555000935244507 73.305794582878661 1.9477164372983669 leaf_count=103 2771 166 internal_value=0 2.13516e-05 internal_weight=0 75.2535 internal_count=3040 2937 is_linear=0 shrinkage=0.000400217 Tree=9594 num_leaves=4 num_cat=0 split_feature=1429 16 160 split_gain=1.46506 1.31496 0.0706477 threshold=-1.0000000180025095e-35 -0.55435499999999982 -0.085259999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.008516436885341587 -0.024310070460860901 0.0021402024888061435 -0.025847462421810026 leaf_weight=0.28386122440076633 0.67986821453814528 75.223135443532783 0.67745765550262049 leaf_count=31 30 2889 94 internal_value=0 0.00186783 -0.0221522 internal_weight=0 75.903 0.961319 internal_count=3044 2919 125 is_linear=0 shrinkage=0.0204111 Tree=9595 num_leaves=4 num_cat=0 split_feature=1447 160 480 split_gain=1.41994 1.56127 0.415118 threshold=-0.086059999999999984 0.084835000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022396539361113372 -0.0029570336856985877 0.0045241341092245877 0.0042722827659434377 leaf_weight=1.1927402742148845 60.210317581822096 14.29023857418724 0.99039704069764312 leaf_count=17 2607 358 86 internal_value=0 -0.00151741 0.0147839 internal_weight=0 74.5006 2.18314 internal_count=3068 2965 103 is_linear=0 shrinkage=0.0204111 Tree=9596 num_leaves=3 num_cat=0 split_feature=51 151 split_gain=1.4701 1.34475 threshold=-0.40548499999999993 -0.52342999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019757300255034728 -0.021017076274747179 0.0022823886385402187 leaf_weight=1.2093565876357377 0.93527409168518616 74.791131522714409 leaf_count=110 51 2921 internal_value=0 0.00196402 internal_weight=0 75.7264 internal_count=3082 2972 is_linear=0 shrinkage=0.0204111 Tree=9597 num_leaves=4 num_cat=0 split_feature=12 3 3 split_gain=1.72867 4.38048 2.89213 threshold=0.079600000000000018 -0.015364999999999998 0.10812000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013688125292104083 -0.0069722132375254669 -0.0021184887619924127 0.011161090970949564 leaf_weight=9.5904335566847276 27.798080316703821 29.463265676658011 4.1157193483668371 leaf_count=199 2183 650 27 internal_value=0 0.00179118 -0.00460283 internal_weight=0 39.0537 31.9138 internal_count=3059 849 2210 is_linear=0 shrinkage=0.0204111 Tree=9598 num_leaves=4 num_cat=0 split_feature=1 4 457 split_gain=1.37969 2.77449 1.50801 threshold=0.087515000000000023 -0.083954999999999988 0.069705000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0045271159517742444 0.001449113185116498 -0.0072042248905192533 0.011280091642866955 leaf_weight=14.444306491324594 36.918836816803832 19.76610622109979 7.789816800664993 leaf_count=441 1155 1395 139 internal_value=0 -0.00225241 0.00318591 internal_weight=0 34.2104 44.7087 internal_count=3130 1836 1294 is_linear=0 shrinkage=0.0204111 Tree=9599 num_leaves=4 num_cat=0 split_feature=0 3 47 split_gain=1.60103 2.99935 2.7624 threshold=-0.066359999999999988 0.076840000000000006 0.09252500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.0839512310674578e-06 0.00017481008851366533 -0.00016129227479498492 -0.00025381971018654674 leaf_weight=43.7665659200959 17.696527503330348 5.4904064287547945 7.520737150547574 leaf_count=2187 515 135 238 internal_value=0 9.48321e-05 -3.16444e-05 internal_weight=0 23.1869 51.2873 internal_count=3075 650 2425 is_linear=0 shrinkage=0.000400217 Tree=9600 num_leaves=4 num_cat=0 split_feature=12 156 1 split_gain=1.65041 1.68116 0.50218 threshold=0.11596500000000001 0.08573500000000002 0.12968000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9808684304377502e-05 -0.00039603575013003858 -0.00015125664593288837 -5.8472070562339763e-05 leaf_weight=65.884779419026813 1.9173818870524422 8.1938140633810672 1.1502361883758565 leaf_count=2513 114 408 39 internal_value=0 1.84786e-05 -0.000275979 internal_weight=0 74.0786 3.06762 internal_count=3074 2921 153 is_linear=0 shrinkage=0.000400217 Tree=9601 num_leaves=3 num_cat=0 split_feature=49 3 split_gain=1.64349 1.6152 threshold=-0.21083999999999997 0.17769000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012276454633244787 -0.0017822776057288669 0.0099989111254168705 leaf_weight=4.0621018694637305 64.995145160853554 5.1270764874352599 leaf_count=70 2882 150 internal_value=0 -0.000906314 internal_weight=0 70.1222 internal_count=3102 3032 is_linear=0 shrinkage=0.0204111 Tree=9602 num_leaves=4 num_cat=0 split_feature=43 47 475 split_gain=1.79357 2.71193 2.63409 threshold=-0.053524999999999996 0.077065000000000008 -0.0029899999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012311640029070826 0.00033805254226516878 -0.011995044975481033 0.0064844544058106869 leaf_weight=3.4201230742687612 36.222147637739909 9.2302417544615292 26.048948599515143 leaf_count=301 1445 208 1124 internal_value=0 -0.00218981 0.00426467 internal_weight=0 45.4524 29.4691 internal_count=3078 1653 1425 is_linear=0 shrinkage=0.0204111 Tree=9603 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=1.67519 5.08532 1.33971 threshold=1.0000000180025095e-35 0.0061350000000000007 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002903502035503808 -0.00017326558263731454 8.9064493470028837e-05 4.5596214040993163e-05 leaf_weight=11.583752036767125 4.8577974844520204 10.882442579068536 45.473528192948834 leaf_count=1184 182 334 1325 internal_value=0 -0.000107035 2.41348e-05 internal_weight=0 22.4662 50.3313 internal_count=3025 1518 1507 is_linear=0 shrinkage=0.000400217 Tree=9604 num_leaves=4 num_cat=0 split_feature=1 42 2 split_gain=2.14155 4.25694 1.32763 threshold=0.076845000000000011 0.0038800000000000002 0.14780500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00081347833086340999 9.5685701111467077e-05 -0.019410934371023307 0.017075096246633243 leaf_weight=16.301290163485195 47.525081059162403 7.3759251172966733 1.8873063080791315 leaf_count=693 1390 903 114 internal_value=0 -0.00667105 0.000781353 internal_weight=0 23.6772 49.4124 internal_count=3100 1596 1504 is_linear=0 shrinkage=0.0204111 Tree=9605 num_leaves=3 num_cat=0 split_feature=13 41 split_gain=1.46079 1.43605 threshold=0.27266500000000005 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.5386969406846412e-05 -0.0003703744808404029 -0.0001736225809677204 leaf_weight=68.718951434241035 1.5532539669475216 6.2313256544457536 leaf_count=2862 53 180 internal_value=0 8.60712e-06 internal_weight=0 74.9503 internal_count=3095 3042 is_linear=0 shrinkage=0.000400217 Tree=9606 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=2.02136 1.95329 threshold=-0.43271999999999994 0.084715000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027289355020005339 -0.0019837738010642569 0.0086799436836222082 leaf_weight=1.110924496449569 65.880273734870912 7.9154732942515684 leaf_count=15 2880 189 internal_value=0 -0.000828546 internal_weight=0 73.7957 internal_count=3084 3069 is_linear=0 shrinkage=0.0204111 Tree=9607 num_leaves=3 num_cat=0 split_feature=45 43 split_gain=1.21805 1.18353 threshold=-1.0000000180025095e-35 -0.063379999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003853313963692202 7.0404827225603947e-05 -3.2322522784524831e-05 leaf_weight=1.268806416002916 28.558626592378687 47.994051676501385 leaf_count=23 1367 1679 internal_value=0 6.04764e-06 internal_weight=0 76.5527 internal_count=3069 3046 is_linear=0 shrinkage=0.000400217 Tree=9608 num_leaves=4 num_cat=0 split_feature=1375 52 52 split_gain=2.27263 1.50362 0.895907 threshold=-0.089714999999999975 -0.060344999999999996 -0.077344999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056336175651128251 0.00012095077666354489 3.3228954429396253e-07 -0.00010103177537209986 leaf_weight=1.2269205162301662 24.975707940907341 48.667716233086594 1.4680801229133056 leaf_count=13 902 2111 78 internal_value=0 4.13608e-05 -0.000325587 internal_weight=0 73.6434 2.695 internal_count=3104 3013 91 is_linear=0 shrinkage=0.000400217 Tree=9609 num_leaves=3 num_cat=0 split_feature=1365 51 split_gain=1.14899 1.16427 threshold=1.0000000180025095e-35 -0.40548499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019433043534275891 -0.017124429698051981 0.00077431026258387972 leaf_weight=1.0949782661737106 1.4687642406570365 75.244300767089044 leaf_count=110 60 2914 internal_value=0 0.000456428 internal_weight=0 76.3393 internal_count=3084 3024 is_linear=0 shrinkage=0.0204111 Tree=9610 num_leaves=4 num_cat=0 split_feature=133 1 482 split_gain=1.28223 1.41346 1.12749 threshold=0.10681500000000001 0.10134000000000001 0.090355000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.1851267688973761e-05 -0.00045822968930777372 0.00023303555245245469 -0.00029371280114959931 leaf_weight=74.928636199318362 1.6408199932579912 0.57006793211621687 1.6321368308699664 leaf_count=2539 388 50 157 internal_value=0 -0.000277349 2.4492e-05 internal_weight=0 2.21089 76.5608 internal_count=3134 438 2696 is_linear=0 shrinkage=0.000400217 Tree=9611 num_leaves=4 num_cat=0 split_feature=49 43 131 split_gain=1.49947 3.08934 1.80788 threshold=-0.088014999999999996 -0.10281499999999998 0.092255000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015573498776372895 0.0018294989181678535 -0.013598088837017729 -0.015220974884478987 leaf_weight=1.8039937076573549 64.083159230855131 7.2446431962343905 2.588308288177358 leaf_count=24 2537 160 330 internal_value=0 -0.00766299 0.00114316 internal_weight=0 9.04864 66.6715 internal_count=3051 184 2867 is_linear=0 shrinkage=0.0204111 Tree=9612 num_leaves=3 num_cat=0 split_feature=123 146 split_gain=1.40155 1.37893 threshold=0.13456000000000004 0.10949000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.5884430889228239e-05 -0.00042541311653249961 -0.00042782907671203913 leaf_weight=76.71029014067858 0.98736843588994716 0.92957953340373833 leaf_count=3106 15 10 internal_value=0 2.97243e-05 internal_weight=0 77.6399 internal_count=3131 3116 is_linear=0 shrinkage=0.000400217 Tree=9613 num_leaves=4 num_cat=0 split_feature=403 159 2 split_gain=1.41593 1.63873 0.43666 threshold=0.08888500000000002 0.10843500000000002 0.10912000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4822575400500235e-05 -0.00040168985193943897 -0.00028339885265452075 7.7124559636207481e-05 leaf_weight=74.674143956752914 1.4765073624203058 2.4078765737922359 0.33755692762042588 leaf_count=2660 220 187 31 internal_value=0 3.41735e-05 -0.000313289 internal_weight=0 77.082 1.81406 internal_count=3098 2847 251 is_linear=0 shrinkage=0.000400217 Tree=9614 num_leaves=4 num_cat=0 split_feature=1 48 2 split_gain=1.76758 2.00794 1.75073 threshold=0.077800000000000022 0.098985000000000017 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0066630312717214594 -0.0031974779457463035 0.011347903732229627 0.0049652998046439837 leaf_weight=21.66556224644717 16.557317052909639 2.8223035347655232 31.84039312501136 leaf_count=1475 730 111 738 internal_value=0 -0.00454501 0.0021718 internal_weight=0 24.4879 48.3977 internal_count=3054 1586 1468 is_linear=0 shrinkage=0.0204111 Tree=9615 num_leaves=4 num_cat=0 split_feature=12 49 474 split_gain=1.96927 2.39154 1.71056 threshold=0.085685000000000025 -0.21083999999999997 0.085020000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.4928197998461763e-06 0.00026321379255977827 -0.00014404973418440049 0.00026944039370875155 leaf_weight=44.188282635264386 2.458566303575938 23.360621810102657 4.3157522313013024 leaf_count=1121 40 1789 157 internal_value=0 -0.0001043 3.22783e-05 internal_weight=0 25.8192 48.504 internal_count=3107 1829 1278 is_linear=0 shrinkage=0.000400217 Tree=9616 num_leaves=4 num_cat=0 split_feature=150 160 49 split_gain=1.93043 2.75056 1.53756 threshold=0.082085000000000019 -1.0000000180025095e-35 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020400090434818434 -0.00028165909782771204 0.00018357428306469784 -8.3864285702610809e-06 leaf_weight=7.2652397733968419 2.2589955059047524 14.652432521535955 50.539774464011316 leaf_count=243 134 258 2449 internal_value=0 0.000119986 -3.33191e-05 internal_weight=0 16.9114 57.805 internal_count=3084 392 2692 is_linear=0 shrinkage=0.000400217 Tree=9617 num_leaves=3 num_cat=0 split_feature=1375 50 split_gain=1.95018 1.47028 threshold=-0.43271999999999994 0.086500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046251668439498529 4.3459938125243129e-05 -0.0001671230261123284 leaf_weight=1.21035458332335 70.815441808678315 5.6307270195993615 leaf_count=16 2496 553 internal_value=0 2.77275e-05 internal_weight=0 76.4462 internal_count=3065 3049 is_linear=0 shrinkage=0.000400217 Tree=9618 num_leaves=4 num_cat=0 split_feature=1 12 48 split_gain=1.66603 2.02596 1.22321 threshold=0.11584000000000001 0.10042000000000002 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0235406752016086e-07 -0.00021619394979349016 -0.00027162164625597532 0.00017311095629948429 leaf_weight=60.047962215710868 1.3473122342547856 4.6417265360416868 12.299354445240168 leaf_count=2358 36 349 392 internal_value=0 -2.01134e-05 0.000133229 internal_weight=0 64.6897 13.6467 internal_count=3135 2707 428 is_linear=0 shrinkage=0.000400217 Tree=9619 num_leaves=4 num_cat=0 split_feature=1 48 4 split_gain=1.96516 1.96162 1.1171 threshold=0.076845000000000011 0.086085000000000009 -0.17966999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0077193166052780034 -0.0069635847428510594 0.0056644264536267483 0.0033239790402142802 leaf_weight=19.233069622714769 4.7443442923249668 5.8808197776197622 47.097735496165114 leaf_count=1368 179 219 1310 internal_value=0 -0.00457407 0.00236953 internal_weight=0 25.1139 51.8421 internal_count=3076 1587 1489 is_linear=0 shrinkage=0.0204111 Tree=9620 num_leaves=3 num_cat=0 split_feature=31 48 split_gain=1.47275 1.52333 threshold=-1.0000000180025095e-35 -0.095559999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02014555225281572 -0.019266470782872455 -0.00019695568937675922 leaf_weight=1.3321794408475387 1.6780056384159241 69.895983329059163 leaf_count=90 37 2933 internal_value=0 -0.000673423 internal_weight=0 71.574 internal_count=3060 2970 is_linear=0 shrinkage=0.0204111 Tree=9621 num_leaves=4 num_cat=0 split_feature=151 447 2 split_gain=1.40264 1.4005 0.02614 threshold=-0.29526499999999994 0.085135000000000016 0.11668500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023716007723195457 -1.3248799793009694e-05 0.000260400519674564 -0.00043125088299944965 leaf_weight=0.7912037743590179 71.064917501343871 3.0152821541123549 0.88663938513491303 leaf_count=59 2935 112 17 internal_value=0 -1.73429e-06 -0.000360288 internal_weight=0 74.0802 1.67784 internal_count=3123 3047 76 is_linear=0 shrinkage=0.000400217 Tree=9622 num_leaves=4 num_cat=0 split_feature=457 39 123 split_gain=1.2352 1.48688 1.30781 threshold=-0.0024349999999999997 0.084075000000000011 0.13456000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013716733404362046 0.0010455640332126483 0.014205883716400991 -0.021374110273797729 leaf_weight=4.6990239415990791 68.67350393519007 0.85690307058393944 0.98946825077291478 leaf_count=246 2823 16 19 internal_value=0 -0.00921461 0.000693335 internal_weight=0 5.55593 69.663 internal_count=3104 262 2842 is_linear=0 shrinkage=0.0204111 Tree=9623 num_leaves=4 num_cat=0 split_feature=4 42 2 split_gain=1.41104 3.56376 3.24392 threshold=-0.017574999999999997 0.086665000000000006 0.093565000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0056955142804034449 -0.0091856409269209099 -0.012213881166256105 0.0024218534022907262 leaf_weight=25.61925660140378 19.674487464302388 5.5355090578136688 20.268854560300497 leaf_count=961 796 652 676 internal_value=0 0.00248107 -0.00330523 internal_weight=0 31.1548 39.9433 internal_count=3085 1613 1472 is_linear=0 shrinkage=0.0204111 Tree=9624 num_leaves=4 num_cat=0 split_feature=47 44 2 split_gain=2.14041 1.75672 1.29404 threshold=0.11764000000000001 1.0000000180025095e-35 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0623516045913257e-05 -0.00044583479536148304 -0.00040222688100122628 -1.1884990931615923e-05 leaf_weight=67.544610817973876 2.385800659620144 1.3544686620589335 1.979074408765882 leaf_count=2938 85 40 51 internal_value=0 3.12792e-05 -0.000254296 internal_weight=0 68.8991 4.36488 internal_count=3114 2978 136 is_linear=0 shrinkage=0.000400217 Tree=9625 num_leaves=4 num_cat=0 split_feature=484 40 151 split_gain=1.26382 1.37357 1.25698 threshold=-0.0048899999999999994 -0.0099849999999999991 -0.52054499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012804291436695172 -0.02097516841996248 -0.016749996107120472 0.0014517035103197189 leaf_weight=0.73759797561797347 0.94467909147033324 3.0505641977911173 72.338623116225222 leaf_count=18 54 455 2534 internal_value=0 -0.0107931 0.00113105 internal_weight=0 3.78816 73.2833 internal_count=3061 473 2588 is_linear=0 shrinkage=0.0204111 Tree=9626 num_leaves=3 num_cat=0 split_feature=31 15 split_gain=1.39139 1.37045 threshold=-1.0000000180025095e-35 -0.24269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020083565866830709 0.010320518642485413 -0.0012241927505505087 leaf_weight=1.2838695978934982 4.4625574139936353 67.345724132605369 leaf_count=87 212 2788 internal_value=0 -0.000491791 internal_weight=0 71.8083 internal_count=3087 3000 is_linear=0 shrinkage=0.0204111 Tree=9627 num_leaves=4 num_cat=0 split_feature=14 155 48 split_gain=1.91451 1.41691 0.181832 threshold=0.077685000000000018 0.090655000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015632422068625699 -0.026692721493327919 -0.019830718516974599 -0.010821263859662486 leaf_weight=74.039907942845957 0.86642333613417577 1.2009294908359596 0.79978748924258869 leaf_count=2853 16 166 91 internal_value=0 0.00119281 -0.0202355 internal_weight=0 75.2408 1.66621 internal_count=3126 3019 107 is_linear=0 shrinkage=0.0204111 Tree=9628 num_leaves=3 num_cat=0 split_feature=1375 1429 split_gain=1.46716 1.24801 threshold=-0.53021499999999988 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041791009576175894 -0.00042854718652790476 -3.3663242340577159e-06 leaf_weight=1.1953881525987515 1.0106754326236558 73.682660254478833 leaf_count=7 142 2903 internal_value=0 -9.75228e-06 internal_weight=0 74.6933 internal_count=3052 3045 is_linear=0 shrinkage=0.000400217 Tree=9629 num_leaves=3 num_cat=0 split_feature=160 43 split_gain=1.66714 1.61721 threshold=-0.25833999999999996 -0.089894999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040344855255170897 -0.00010183091243892019 5.3592162937040526e-05 leaf_weight=1.3614276314458482 12.88326772855862 61.329823136532696 leaf_count=267 523 2326 internal_value=0 2.64982e-05 internal_weight=0 74.2131 internal_count=3116 2849 is_linear=0 shrinkage=0.000400217 Tree=9630 num_leaves=4 num_cat=0 split_feature=43 1 42 split_gain=1.71972 1.77469 1.44454 threshold=0.075180000000000011 0.077800000000000022 0.083855000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015661069630337879 0.0002003375951808252 -6.4149730745097393e-06 -0.00013865495520180472 leaf_weight=17.13185569358609 8.6159766587174982 46.837217354701352 2.5298800745422332 leaf_count=1375 228 1372 123 internal_value=0 -4.6843e-05 0.000122779 internal_weight=0 63.9691 11.1459 internal_count=3098 2747 351 is_linear=0 shrinkage=0.000400217 Tree=9631 num_leaves=4 num_cat=0 split_feature=4 4 52 split_gain=1.72898 3.78291 2.35242 threshold=0.0064450000000000011 -0.0015099999999999998 -0.046989999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0179260005773517e-06 0.00027999159443108497 -0.00036248863521322209 2.8224671715893722e-05 leaf_weight=40.075380330262988 7.6067748103989734 4.8779913434101436 25.995568570984688 leaf_count=2023 209 209 657 internal_value=0 -3.38791e-05 8.59593e-05 internal_weight=0 44.9534 33.6023 internal_count=3098 2232 866 is_linear=0 shrinkage=0.000400217 Tree=9632 num_leaves=4 num_cat=0 split_feature=3 12 51 split_gain=1.62647 1.37868 0.019519 threshold=0.30991000000000007 0.10862500000000001 0.10072000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5649884860822934e-06 0.00037870615031047791 -0.00023754242223811853 0.00020486543885873189 leaf_weight=66.949607160365531 1.3876661902650078 4.1418025396578733 0.64601764822145913 leaf_count=2714 96 242 23 internal_value=0 -1.66068e-05 0.000337056 internal_weight=0 71.0914 2.03368 internal_count=3075 2956 119 is_linear=0 shrinkage=0.000400217 Tree=9633 num_leaves=4 num_cat=0 split_feature=484 9 2 split_gain=1.59214 1.26866 0.288246 threshold=-0.083139999999999992 -0.016839999999999997 0.11732500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022049155491370046 0.020067734002365958 0.00085485670864366911 -0.00043962640122235122 leaf_weight=1.3605455531369433 1.3494432040206437 71.796671169326942 0.31716701536470271 leaf_count=233 91 2737 23 internal_value=0 0.00123944 -0.018247 internal_weight=0 73.1461 1.67771 internal_count=3084 2828 256 is_linear=0 shrinkage=0.0204111 Tree=9634 num_leaves=4 num_cat=0 split_feature=12 49 47 split_gain=1.31759 2.23898 1.94559 threshold=0.079600000000000018 -0.07656499999999998 0.081320000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.005881136791428862 0.006861622578417056 -0.0051805398987384245 -0.0043394917065976875 leaf_weight=30.330009893798888 8.4876859689502435 25.468664493350616 10.322574163190437 leaf_count=689 141 2099 156 internal_value=0 -0.00215784 0.00328111 internal_weight=0 33.9564 40.6526 internal_count=3085 2240 845 is_linear=0 shrinkage=0.0204111 Tree=9635 num_leaves=3 num_cat=0 split_feature=147 123 split_gain=1.2004 1.16899 threshold=-1.0000000180025095e-35 0.13456000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019815748262320961 0.0015516247797506505 -0.019801118370762729 leaf_weight=1.0320390141478117 75.216908952516633 0.97194839949952339 leaf_count=31 3059 20 internal_value=0 0.00125057 internal_weight=0 76.1889 internal_count=3110 3079 is_linear=0 shrinkage=0.0204111 Tree=9636 num_leaves=3 num_cat=0 split_feature=160 41 split_gain=1.5947 1.25667 threshold=-0.40187499999999993 0.075585000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020628356696154683 0.0019599646369902485 -0.0080510559375584195 leaf_weight=1.3094657823079376 68.428797377905312 5.544829912352724 leaf_count=245 2670 157 internal_value=0 0.00119854 internal_weight=0 73.9736 internal_count=3072 2827 is_linear=0 shrinkage=0.0204111 Tree=9637 num_leaves=4 num_cat=0 split_feature=12 160 12 split_gain=1.81398 1.50253 0.843549 threshold=0.11596500000000001 -0.25833999999999996 0.12745500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035854282508907307 -0.00053403821177240964 3.6942928852573435e-05 -0.00010404658157869643 leaf_weight=1.4616238006394713 1.1642162340801854 70.458839970096506 1.8759288469998407 leaf_count=249 67 2680 90 internal_value=0 2.83607e-05 -0.000281832 internal_weight=0 71.9205 3.04015 internal_count=3086 2929 157 is_linear=0 shrinkage=0.000400217 Tree=9638 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=1.6669 1.97544 1.71645 threshold=0.11584000000000001 0.099610000000000018 -0.11756999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003685546682701244 -0.0039294735925433496 -0.013983018818894782 0.011590224231966702 leaf_weight=55.708350129434848 4.3555831711346391 4.7133693338751064 8.9141936335545306 leaf_count=2301 97 343 325 internal_value=0 -0.00145449 0.00650589 internal_weight=0 60.4217 13.2698 internal_count=3066 2644 422 is_linear=0 shrinkage=0.0204111 Tree=9639 num_leaves=3 num_cat=0 split_feature=31 49 split_gain=1.43528 1.37465 threshold=-1.0000000180025095e-35 0.27772500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019931488967282245 -0.00048077982822703104 -0.019632801545447054 leaf_weight=1.2929470405542804 72.450637463354951 1.483956038558971 leaf_count=91 2946 46 internal_value=0 -0.00089429 internal_weight=0 73.9346 internal_count=3083 2992 is_linear=0 shrinkage=0.0204111 Tree=9640 num_leaves=3 num_cat=0 split_feature=51 33 split_gain=1.37043 1.33578 threshold=-0.40548499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038964129700316461 -0.00037102542757570719 1.5128173038679708e-05 leaf_weight=1.3036566919017776 1.3508701737155195 75.009290257204611 leaf_count=114 44 2971 internal_value=0 7.76358e-06 internal_weight=0 76.3602 internal_count=3129 3015 is_linear=0 shrinkage=0.000400217 Tree=9641 num_leaves=4 num_cat=0 split_feature=3 1 151 split_gain=1.43027 2.25726 1.78192 threshold=-0.10075499999999998 0.09450500000000002 0.090670000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.6892998560820805e-05 -8.9219919539886835e-05 7.1279136256135843e-05 0.00045707099158547433 leaf_weight=17.620143174644912 30.739162017003991 25.64237717055039 1.9953434463532165 leaf_count=405 1945 747 12 internal_value=0 -1.62282e-05 0.000108952 internal_weight=0 56.3815 19.6155 internal_count=3109 2692 417 is_linear=0 shrinkage=0.000400217 Tree=9642 num_leaves=3 num_cat=0 split_feature=2 4 split_gain=2.29193 1.1931 threshold=-0.16649999999999998 0.0015200000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019605996849194087 -0.0045063747581637042 0.00084462728963402133 leaf_weight=1.981930006719266 37.976008838568418 31.842400699057407 leaf_count=60 2097 928 internal_value=0 -0.00206847 internal_weight=0 69.8184 internal_count=3085 3025 is_linear=0 shrinkage=0.0204111 Tree=9643 num_leaves=4 num_cat=0 split_feature=3 48 40 split_gain=1.71807 2.11496 1.41352 threshold=0.17769000000000004 0.12879500000000002 -0.067204999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2154205355698125e-05 -0.00011623559398565529 -0.00033454867087274608 0.00036145367811784131 leaf_weight=67.220929610342978 1.2808658251888116 2.8294043571568173 3.6920669220089612 leaf_count=2838 13 78 134 internal_value=0 -2.36101e-06 0.000238566 internal_weight=0 70.0503 4.97293 internal_count=3063 2916 147 is_linear=0 shrinkage=0.000400217 Tree=9644 num_leaves=4 num_cat=0 split_feature=158 50 124 split_gain=1.52009 1.44207 1.40427 threshold=0.085745000000000002 0.10114000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4459712556601786e-05 0.00022309054395335651 -0.0002212140280277065 -0.00033085328696844639 leaf_weight=72.060087887551617 0.83795279122568889 3.604351939664638 3.4563536161258517 leaf_count=2412 39 338 296 internal_value=0 2.19716e-05 -0.000219839 internal_weight=0 75.6644 4.29431 internal_count=3085 2750 335 is_linear=0 shrinkage=0.000400217 Tree=9645 num_leaves=4 num_cat=0 split_feature=133 2 123 split_gain=1.29886 1.35231 1.00641 threshold=0.10681500000000001 0.097925000000000012 0.091810000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00078305086770116697 -0.021070516550859779 0.0048516239327640008 0.015174646428412869 leaf_weight=44.834123927435371 1.6582286279369771 29.228732056914396 0.30456012021750201 leaf_count=1812 400 812 20 internal_value=0 0.00144463 -0.014931 internal_weight=0 74.0629 1.96279 internal_count=3044 2624 420 is_linear=0 shrinkage=0.0204111 Tree=9646 num_leaves=4 num_cat=0 split_feature=43 160 16 split_gain=1.4307 1.89231 1.24907 threshold=-0.19537999999999997 0.090735000000000024 -0.27157999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045807032405320629 -8.5922705271179563e-06 -0.00022909413568262946 6.6345175719285005e-05 leaf_weight=1.5209655470243886 58.63778857758814 6.864886175099854 6.7398537594567625 leaf_count=24 2607 275 188 internal_value=0 -3.20531e-05 0.00014363 internal_weight=0 65.5027 8.26082 internal_count=3094 2882 212 is_linear=0 shrinkage=0.000400217 Tree=9647 num_leaves=4 num_cat=0 split_feature=14 1429 48 split_gain=1.48509 1.16475 0.31106 threshold=0.077685000000000018 -1.0000000180025095e-35 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004008566085636134 -0.00051570317942292926 8.0555462875652684e-06 -0.00016081278516394241 leaf_weight=1.0201465924038746 0.88187152585669537 77.084806407919586 0.90294829372214624 leaf_count=141 18 2868 84 internal_value=0 2.14847e-06 -0.000356254 internal_weight=0 78.105 1.78482 internal_count=3111 3009 102 is_linear=0 shrinkage=0.000400217 Tree=9648 num_leaves=3 num_cat=0 split_feature=146 3 split_gain=1.3301 1.34783 threshold=0.10949000000000002 -0.10075499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0056304328564543774 -0.02220962159077922 -0.00067323795116004236 leaf_weight=18.758508684002663 0.9392886043060561 56.192718914124725 leaf_count=405 11 2683 internal_value=0 0.000910466 internal_weight=0 74.9512 internal_count=3099 3088 is_linear=0 shrinkage=0.0204111 Tree=9649 num_leaves=4 num_cat=0 split_feature=160 133 15 split_gain=1.2667 1.40678 0.129495 threshold=-0.40187499999999993 1.0000000180025095e-35 -0.11033999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.3898353937128039e-05 4.424925743158085e-05 -0.00010412507335993606 -0.00040168506521141102 leaf_weight=0.19896297200648394 60.232882739954221 12.216705441069051 1.1697917829363849 leaf_count=19 1792 1035 226 internal_value=0 1.91078e-05 -0.000354829 internal_weight=0 72.4496 1.36875 internal_count=3072 2827 245 is_linear=0 shrinkage=0.000400217 Tree=9650 num_leaves=4 num_cat=0 split_feature=4 42 16 split_gain=1.756 2.5448 2.30178 threshold=-0.078079999999999997 0.094880000000000006 0.066010000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019550824640247286 -8.1168640651172689e-05 0.00018364727166104826 -6.6204670751905954e-05 leaf_weight=12.755495173250667 46.417724407993433 6.5350128700308678 9.1776971334784303 leaf_count=754 1692 427 226 internal_value=0 -4.81686e-05 8.62174e-05 internal_weight=0 52.9527 21.9332 internal_count=3099 2119 980 is_linear=0 shrinkage=0.000400217 Tree=9651 num_leaves=4 num_cat=0 split_feature=160 133 42 split_gain=1.69068 3.38475 1.77883 threshold=-0.082339999999999983 -0.030434999999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023707232598940513 -0.00014918323076979531 -0.00028072392028044064 5.3062750723248067e-05 leaf_weight=2.652860838681363 7.7842687194001874 7.5367317824820912 59.17003066254756 leaf_count=93 739 525 1733 internal_value=0 -0.000144804 2.93393e-05 internal_weight=0 10.1896 66.9543 internal_count=3090 618 2472 is_linear=0 shrinkage=0.000400217 Tree=9652 num_leaves=4 num_cat=0 split_feature=1456 13 123 split_gain=1.48061 1.39042 0.641974 threshold=1.0000000180025095e-35 -0.5318799999999998 0.081630000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013717911475737659 -0.021594682916198631 0.0020115441578503982 0.0072233273914575893 leaf_weight=2.3071918006462502 1.5474321658202814 73.616071580679318 0.341066323686391 leaf_count=38 263 2784 8 internal_value=0 0.00151405 -0.0162771 internal_weight=0 75.9233 1.8885 internal_count=3093 2822 271 is_linear=0 shrinkage=0.0204111 Tree=9653 num_leaves=4 num_cat=0 split_feature=52 0 12 split_gain=1.31121 2.7651 1.93881 threshold=-0.092264999999999986 0.064970000000000014 0.11619500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010707953290293799 0.0017272003967003678 0.014396093147964932 -0.017153883793335649 leaf_weight=10.111515458544089 60.196406181584507 2.1241584903764297 2.2425879149836865 leaf_count=552 2339 82 118 internal_value=0 -0.00625877 0.00101957 internal_weight=0 12.2357 62.439 internal_count=3091 634 2457 is_linear=0 shrinkage=0.0204111 Tree=9654 num_leaves=4 num_cat=0 split_feature=128 453 12 split_gain=1.75163 1.66765 0.0288183 threshold=0.085185000000000025 1.0000000180025095e-35 -0.14662999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8562613379122772e-05 -0.00010490949700277117 -0.00030865981097361864 -0.000403387294467622 leaf_weight=71.059270366223473 0.15103894175263133 2.4733621821324041 1.6031233497610615 leaf_count=2752 7 77 226 internal_value=0 7.10353e-06 -0.000385524 internal_weight=0 73.5326 1.75416 internal_count=3062 2829 233 is_linear=0 shrinkage=0.000400217 Tree=9655 num_leaves=4 num_cat=0 split_feature=15 16 52 split_gain=2.13098 3.06172 1.617 threshold=0.079530000000000017 -0.18817999999999999 -0.077644999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.1914958381025854e-05 6.8391386688430235e-05 -0.00038079670215094235 -4.0096740577215787e-05 leaf_weight=22.478615546454876 4.1235563727577755 5.7061195783141994 43.330858003289904 leaf_count=719 70 1056 1241 internal_value=0 -0.000193714 5.07417e-06 internal_weight=0 9.82968 65.8095 internal_count=3086 1126 1960 is_linear=0 shrinkage=0.000400217 Tree=9656 num_leaves=4 num_cat=0 split_feature=2 34 49 split_gain=1.5053 1.77741 0.449034 threshold=-0.14169499999999999 -0.085789999999999991 -0.0093449999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039534826652711213 -0.00053653381917383993 2.9427685791606111e-06 0.00010244740605155705 leaf_weight=1.7923485881274248 0.88036787589953647 68.673342004250685 1.6852123691060104 leaf_count=37 35 2952 53 internal_value=0 -4.73694e-06 0.000261033 internal_weight=0 69.5537 3.47756 internal_count=3077 2987 90 is_linear=0 shrinkage=0.000400217 Tree=9657 num_leaves=4 num_cat=0 split_feature=42 43 133 split_gain=1.38811 1.89337 1.7706 threshold=-0.108275 -0.27157999999999993 -0.077039999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016832279164258515 0.012436672004404467 -0.00052047305187296721 -0.01994754005861445 leaf_weight=0.58725973687069233 4.9635254543682086 63.147452446326952 2.6702180823949666 leaf_count=35 84 2792 154 internal_value=0 0.000442628 -0.0129779 internal_weight=0 68.111 3.25748 internal_count=3065 2876 189 is_linear=0 shrinkage=0.0204111 Tree=9658 num_leaves=4 num_cat=0 split_feature=150 160 457 split_gain=1.82799 2.92664 1.81259 threshold=0.085075000000000026 -0.065814999999999999 0.084485000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.7146098028248215e-06 -0.00030152154697104416 0.00020886451294419313 -0.00030676064428396537 leaf_weight=56.529298088963969 1.9909370880432096 12.765365618140548 3.19043161663103 leaf_count=2664 115 231 98 internal_value=0 0.000138251 -1.85548e-05 internal_weight=0 14.7563 59.7197 internal_count=3108 346 2762 is_linear=0 shrinkage=0.000400217 Tree=9659 num_leaves=4 num_cat=0 split_feature=13 13 1447 split_gain=1.51261 3.09584 2.22573 threshold=-0.083499999999999977 -0.084169999999999981 -0.086059999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034690122277343017 0.018563706135836456 0.023013254432757306 -0.0041519118084641432 leaf_weight=22.485831888326405 1.7597649341746535 2.7144765421980983 46.424264874766777 leaf_count=917 41 59 2076 internal_value=0 0.00287943 -0.00328118 internal_weight=0 25.2003 48.184 internal_count=3093 976 2117 is_linear=0 shrinkage=0.0204111 Tree=9660 num_leaves=4 num_cat=0 split_feature=1429 401 157 split_gain=1.23383 1.12109 0.0842714 threshold=-1.0000000180025095e-35 0.087020000000000014 -0.087084999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014880160291865278 3.4845706406159165e-06 -0.0003322272034121807 -0.00049788661631487816 leaf_weight=0.27135729926578733 71.155763364578888 1.5177846981932805 0.73321368556935229 leaf_count=44 2697 238 95 internal_value=0 -4.02705e-06 -0.000427969 internal_weight=0 72.6735 1.00457 internal_count=3074 2935 139 is_linear=0 shrinkage=0.000400217 Tree=9661 num_leaves=3 num_cat=0 split_feature=13 16 split_gain=1.48019 1.4771 threshold=-0.5318799999999998 0.0020050000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01581478767055889 -0.00062281551982253829 0.0056710902629135149 leaf_weight=2.0710309139976735 52.507762350633357 21.938722039663162 leaf_count=38 2276 819 internal_value=0 0.00123767 internal_weight=0 74.4465 internal_count=3133 3095 is_linear=0 shrinkage=0.0204111 Tree=9662 num_leaves=4 num_cat=0 split_feature=39 457 48 split_gain=1.56537 2.2879 1.98245 threshold=0.0047850000000000011 0.084485000000000018 0.11928500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00087677829884461977 0.0096860795540964981 -0.015726259836861739 -0.01502382840193903 leaf_weight=59.153007142146294 10.364622223791228 1.6148549868375983 4.3258355007492346 leaf_count=2671 321 51 92 internal_value=0 0.00614655 -0.0018656 internal_weight=0 11.9795 63.4788 internal_count=3135 372 2763 is_linear=0 shrinkage=0.0204111 Tree=9663 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=1.55356 1.50792 threshold=-0.53021499999999988 0.098175000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023552863200302553 -0.00091782510962580533 0.008940079364335704 leaf_weight=1.07689234742429 66.893419834196948 7.0429541671007874 leaf_count=5 2672 418 internal_value=0 3.33072e-05 internal_weight=0 73.9364 internal_count=3095 3090 is_linear=0 shrinkage=0.0204111 Tree=9664 num_leaves=3 num_cat=0 split_feature=14 402 split_gain=1.32825 1.31022 threshold=-0.46879999999999994 0.088090000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018453265505693976 0.00092702351620280903 -0.015716709315267592 leaf_weight=1.4643216422809917 72.987804366432215 1.9132187862392118 leaf_count=39 2744 313 internal_value=0 0.000479063 internal_weight=0 74.901 internal_count=3096 3057 is_linear=0 shrinkage=0.0204111 Tree=9665 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.48337 1.42824 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019381305552124493 0.019441435563308945 0.00087554841562009419 leaf_weight=1.3591126667488413 1.6568040371930681 72.67352621580244 leaf_count=274 24 2802 internal_value=0 0.001318 internal_weight=0 74.3303 internal_count=3100 2826 is_linear=0 shrinkage=0.0204111 Tree=9666 num_leaves=4 num_cat=0 split_feature=49 3 15 split_gain=1.35616 2.61309 2.15312 threshold=-0.083659999999999984 -0.0020499999999999997 0.10097000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025539386843420491 0.002694186327279463 -0.018954623324474878 -0.021195046413041794 leaf_weight=5.8451951106799243 64.098559161414983 3.8017548466250428 1.5001858100499692 leaf_count=152 2627 61 249 internal_value=0 -0.00604257 0.00211268 internal_weight=0 9.64695 65.5987 internal_count=3089 213 2876 is_linear=0 shrinkage=0.0204111 Tree=9667 num_leaves=3 num_cat=0 split_feature=104 1 split_gain=1.22022 1.43518 threshold=0.081720000000000015 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0024008976820608405 -0.017832687386588799 0.0035930060928823682 leaf_weight=24.804641495913302 1.2583185228868377 50.078603088588352 leaf_count=1575 37 1485 internal_value=0 0.00160694 internal_weight=0 74.8832 internal_count=3097 3060 is_linear=0 shrinkage=0.0204111 Tree=9668 num_leaves=3 num_cat=0 split_feature=33 123 split_gain=2.00824 1.33432 threshold=-1.0000000180025095e-35 0.13456000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023049829247355894 0.0019373659641043818 -0.020852091576243213 leaf_weight=1.290147116058505 73.549390052129866 0.97473393281688814 leaf_count=43 3066 19 internal_value=0 0.00160846 internal_weight=0 74.5241 internal_count=3128 3085 is_linear=0 shrinkage=0.0204111 Tree=9669 num_leaves=4 num_cat=0 split_feature=52 49 52 split_gain=1.86793 3.1667 3.08429 threshold=0.084805000000000019 0.13588500000000003 0.077655000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001070348802239818 -0.0085987065852601366 0.018514256238172062 0.02133593551043142 leaf_weight=56.501627935626175 15.154790782697775 1.9275292606298524 3.2012607464566818 leaf_count=2054 962 35 70 internal_value=0 -0.0054387 0.00219489 internal_weight=0 17.0823 59.7029 internal_count=3121 997 2124 is_linear=0 shrinkage=0.0204111 Tree=9670 num_leaves=4 num_cat=0 split_feature=133 40 133 split_gain=1.37799 3.35229 2.56049 threshold=0.084805000000000019 -0.082294999999999993 0.083990000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.7248770947139886e-05 0.00033881990422830082 -0.00024248660447738385 0.00047352668815198027 leaf_weight=63.817747726026482 1.8767930185786097 7.9290930417619148 1.9211852545631689 leaf_count=2096 78 883 24 internal_value=0 -0.000128659 3.13657e-05 internal_weight=0 9.80589 65.7389 internal_count=3081 961 2120 is_linear=0 shrinkage=0.000400217 Tree=9671 num_leaves=4 num_cat=0 split_feature=52 16 15 split_gain=1.98277 2.67948 1.51273 threshold=-0.048794999999999991 -0.13429999999999997 0.050935000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013094328663046132 5.6385832032633271e-05 -0.00012820455748850567 -0.00018959656769718905 leaf_weight=24.291091196488427 25.541849290702885 24.648492706390925 2.5119159908663269 leaf_count=832 570 1616 113 internal_value=0 -3.43502e-05 0.000100239 internal_weight=0 50.1903 26.803 internal_count=3131 2186 945 is_linear=0 shrinkage=0.000400217 Tree=9672 num_leaves=4 num_cat=0 split_feature=484 133 147 split_gain=1.73406 1.397 1.35235 threshold=-0.0048899999999999994 -0.24562999999999999 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016611157218366653 -0.020192477820703329 0.0013549936357367806 0.017528079156837809 leaf_weight=3.6772592272104694 1.1644941193828788 70.405520805793458 0.46126040071248997 leaf_count=491 175 2428 3 internal_value=0 0.000973408 -0.0124447 internal_weight=0 71.57 4.13852 internal_count=3097 2603 494 is_linear=0 shrinkage=0.0204111 Tree=9673 num_leaves=3 num_cat=0 split_feature=3 1374 split_gain=1.26198 1.23984 threshold=-0.48702499999999999 0.090240000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016049250553299768 0.00074571069901349847 -0.01709801216676346 leaf_weight=1.8995955377613416 71.085900059354344 1.5481837247871215 leaf_count=30 3014 56 internal_value=0 0.000339643 internal_weight=0 72.6341 internal_count=3100 3070 is_linear=0 shrinkage=0.0204111 Tree=9674 num_leaves=4 num_cat=0 split_feature=0 0 474 split_gain=1.36991 2.11398 1.68463 threshold=-0.10726999999999999 -0.074479999999999977 0.084835000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00056164131259946789 -0.009631104924999025 -2.0727492235238582e-05 0.015461776124107729 leaf_weight=30.446257226034504 14.614896289782108 27.05319330135444 3.4168129924073574 leaf_count=517 1583 912 41 internal_value=0 -0.0034083 0.00211108 internal_weight=0 41.6681 33.8631 internal_count=3053 2495 558 is_linear=0 shrinkage=0.0204111 Tree=9675 num_leaves=4 num_cat=0 split_feature=1 52 51 split_gain=1.70854 3.36484 1.04332 threshold=0.11323000000000001 0.11379500000000002 0.14771500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.4103575889730641e-05 0.0077528237497165396 -0.017846113359386333 -0.010295923613251998 leaf_weight=54.30496189288101 13.976961513079003 4.7334342469612229 1.3772811059607182 leaf_count=2200 460 416 33 internal_value=0 -0.00154847 0.00607103 internal_weight=0 59.0384 15.3542 internal_count=3109 2616 493 is_linear=0 shrinkage=0.0204111 Tree=9676 num_leaves=4 num_cat=0 split_feature=49 42 49 split_gain=1.99586 2.68312 2.51338 threshold=-0.085014999999999993 0.090845000000000023 -0.079824999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027876790000731295 0.00035628022186182578 0.00022193552216665679 2.820547132409417e-06 leaf_weight=7.7640785075382137 3.2905605304113115 2.1002856924278603 60.880853179818359 leaf_count=168 61 44 2861 internal_value=0 -0.000170866 2.15341e-05 internal_weight=0 9.86436 64.1714 internal_count=3134 212 2922 is_linear=0 shrinkage=0.000400217 Tree=9677 num_leaves=4 num_cat=0 split_feature=42 159 160 split_gain=2.02398 2.18593 1.98034 threshold=-1.0000000180025095e-35 0.087360000000000007 -0.11051499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028287437825884088 -0.00026890392464061578 0.00022863974669919305 3.4647325158213304e-05 leaf_weight=6.9889785720717992 3.5314816285663246 1.5596254160545866 62.419614307410484 leaf_count=743 338 89 1926 internal_value=0 -0.000187803 1.79649e-05 internal_weight=0 8.5486 65.9511 internal_count=3096 832 2264 is_linear=0 shrinkage=0.000400217 Tree=9678 num_leaves=3 num_cat=0 split_feature=10 34 split_gain=1.27851 1.67651 threshold=0.08302000000000001 -0.086809999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0198897674123025 0.017972040336700884 0.00081177698804808134 leaf_weight=1.5571525691630075 1.6409578105958633 69.106057256291706 leaf_count=34 80 2939 internal_value=0 0.000324848 internal_weight=0 70.6632 internal_count=3053 2973 is_linear=0 shrinkage=0.0204111 Tree=9679 num_leaves=4 num_cat=0 split_feature=1 42 4 split_gain=1.76803 2.22836 1.31122 threshold=0.088975000000000012 0.091840000000000019 -0.033649999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0034042602569122693 -0.0060580263907568047 -0.02318491354776981 0.0032222738152220954 leaf_weight=29.107454446627916 7.774385054868616 2.4789522725620818 32.363185118731053 leaf_count=1548 432 333 758 internal_value=0 -0.00503309 0.00141289 internal_weight=0 31.5864 40.1376 internal_count=3071 1881 1190 is_linear=0 shrinkage=0.0204111 Tree=9680 num_leaves=4 num_cat=0 split_feature=42 1456 12 split_gain=1.53244 1.59105 0.327173 threshold=-0.11277999999999998 1.0000000180025095e-35 0.023990000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.7972651909377314e-05 5.3727051230171298e-05 -0.0003401092369321112 -0.00042289966279711387 leaf_weight=0.94138860615203102 70.495261907741906 1.5717074904941899 1.1893057699905965 leaf_count=43 2653 261 130 internal_value=0 4.46236e-05 -0.000291398 internal_weight=0 72.067 2.13069 internal_count=3087 2914 173 is_linear=0 shrinkage=0.000400217 Tree=9681 num_leaves=4 num_cat=0 split_feature=43 48 16 split_gain=2.19515 1.98445 1.92859 threshold=-0.063379999999999978 0.08035500000000001 0.15627500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018410789555159839 -0.00041314539938345959 0.013540219175683491 -0.012860016795180588 leaf_weight=21.950349342808526 42.768388391898952 8.2455152983420685 5.7912660709371258 leaf_count=1132 1481 282 238 internal_value=0 0.00507396 -0.00192374 internal_weight=0 30.1959 48.5597 internal_count=3133 1414 1719 is_linear=0 shrinkage=0.0204111 Tree=9682 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=1.99323 1.70234 threshold=-0.43271999999999994 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024707150719652318 0.0016394386185396167 -0.017608720360746073 leaf_weight=1.1530747366650747 72.257561511198446 1.85471121104183 leaf_count=15 2953 107 internal_value=0 0.0011319 internal_weight=0 74.1123 internal_count=3075 3060 is_linear=0 shrinkage=0.0204111 Tree=9683 num_leaves=4 num_cat=0 split_feature=42 42 40 split_gain=1.3451 1.28346 1.16024 threshold=-0.108275 -0.10509499999999998 0.10666500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036205585313163214 0.00050522203716008322 -2.5308262832882031e-06 0.00021346707218527732 leaf_weight=2.7318398322477147 0.69419866392854501 73.126428895679965 0.61962375231087197 leaf_count=197 7 2901 4 internal_value=0 3.00191e-06 -0.000252191 internal_weight=0 73.8206 3.35146 internal_count=3109 2908 201 is_linear=0 shrinkage=0.000400217 Tree=9684 num_leaves=4 num_cat=0 split_feature=1 3 484 split_gain=1.28855 2.66503 1.59467 threshold=1.0000000180025095e-35 0.10812000000000001 0.097360000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0070411847300941707 0.0026109760022445393 0.0099657282667981514 -0.019057153327607212 leaf_weight=19.465632169183781 49.503512890154525 4.6712206414667881 1.3455952904332651 leaf_count=1538 1452 22 73 internal_value=0 -0.00371901 0.00199697 internal_weight=0 24.1369 50.8491 internal_count=3085 1560 1525 is_linear=0 shrinkage=0.0204111 Tree=9685 num_leaves=4 num_cat=0 split_feature=2 4 52 split_gain=2.01024 3.70732 1.645 threshold=0.089985000000000023 -0.026909999999999996 0.28122000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.003946285137882752 0.0027951910366158486 -0.011070725699926658 -0.014780676813285288 leaf_weight=11.277255840355112 41.074593819662141 17.150559740390236 2.2342528216884139 leaf_count=945 1246 735 154 internal_value=0 -0.0051214 0.0018527 internal_weight=0 28.4278 43.3088 internal_count=3080 1680 1400 is_linear=0 shrinkage=0.0204111 Tree=9686 num_leaves=4 num_cat=0 split_feature=160 150 43 split_gain=1.47468 3.04925 1.49955 threshold=-0.082869999999999985 -0.053939999999999995 -0.06705499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031223058222584293 9.0500416617055366e-05 -0.000268610470229287 -3.6526046410969986e-05 leaf_weight=1.684082523541292 23.168060616489583 7.581787583237654 41.173634955726129 leaf_count=25 951 579 1500 internal_value=0 -0.000160574 9.29121e-06 internal_weight=0 9.26587 64.3417 internal_count=3055 604 2451 is_linear=0 shrinkage=0.000400217 Tree=9687 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=1.21765 1.64895 threshold=0.096095000000000014 0.51074000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014268626610219838 -0.018949509090602487 0.020537494562325995 leaf_weight=72.410241859383063 1.2384652422770148 1.5782109192041378 leaf_count=2922 30 148 internal_value=0 0.000608093 internal_weight=0 73.9885 internal_count=3100 3070 is_linear=0 shrinkage=0.0204111 Tree=9688 num_leaves=3 num_cat=0 split_feature=149 128 split_gain=1.48756 1.52875 threshold=0.11108000000000001 0.089460000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0017326342557497636 -0.023839236035978199 -0.019372548051853036 leaf_weight=70.807219070930842 0.88159585179528122 1.3477533957907315 leaf_count=2844 18 190 internal_value=0 0.00130901 internal_weight=0 72.155 internal_count=3052 3034 is_linear=0 shrinkage=0.0204111 Tree=9689 num_leaves=3 num_cat=0 split_feature=1374 49 split_gain=1.81416 1.42073 threshold=-0.094679999999999986 -0.18648999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033599562665051822 0.00025527770472367426 4.8211814061438052e-06 leaf_weight=2.2853914634324601 3.7131858764132621 70.401861490605143 leaf_count=56 67 2989 internal_value=0 1.77353e-05 internal_weight=0 74.115 internal_count=3112 3056 is_linear=0 shrinkage=0.000400217 Tree=9690 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=1.95146 1.39275 threshold=-0.43271999999999994 0.085675000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004737792440774609 3.1199128855194144e-05 -0.00010235416751947139 leaf_weight=1.2998313070152097 55.848694122751567 15.995075512875699 leaf_count=19 1818 1198 internal_value=0 1.35223e-06 internal_weight=0 71.8438 internal_count=3035 3016 is_linear=0 shrinkage=0.000400217 Tree=9691 num_leaves=4 num_cat=0 split_feature=376 133 4 split_gain=1.74794 1.39504 0.62313 threshold=0.048375000000000008 0.10681500000000001 -0.00052499999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061792667034148553 0.016766655145683814 -0.018525725483074927 0.002094521343711984 leaf_weight=70.298168125188454 3.0875682643963955 1.7486621680875476 1.9927921784365015 leaf_count=2564 87 420 82 internal_value=0 -0.00108064 0.0111807 internal_weight=0 72.0468 5.08036 internal_count=3153 2984 169 is_linear=0 shrinkage=0.0204111 Tree=9692 num_leaves=3 num_cat=0 split_feature=3 14 split_gain=2.02574 1.32395 threshold=-0.52337999999999985 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041674292212871269 2.8655990273684188e-06 -0.00035074473674670482 leaf_weight=1.7538680357392866 70.743219123364497 1.6256076512022435 leaf_count=23 2989 100 internal_value=0 -5.60704e-06 internal_weight=0 72.3688 internal_count=3112 3089 is_linear=0 shrinkage=0.000400217 Tree=9693 num_leaves=4 num_cat=0 split_feature=1429 160 156 split_gain=1.47203 1.37418 0.0803878 threshold=-1.0000000180025095e-35 -0.40187499999999993 0.088675000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014306059027033348 -0.00035367421358991984 3.4876703430485704e-05 -0.00049008069699768098 leaf_weight=0.25632516934456251 1.376666857145209 71.896015350447669 0.79243123122250836 leaf_count=57 234 2721 84 internal_value=0 2.7048e-05 -0.000427248 internal_weight=0 73.2727 1.04876 internal_count=3096 2955 141 is_linear=0 shrinkage=0.000400217 Tree=9694 num_leaves=4 num_cat=0 split_feature=13 47 13 split_gain=1.30554 3.04358 1.77105 threshold=0.15312500000000004 0.11566000000000001 0.14307000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015362150278163192 -0.015627584060145437 0.012947256923743038 0.025142836888629009 leaf_weight=69.367882049897503 5.0432354584399937 2.1243419586317032 1.238602666882797 leaf_count=2861 188 11 6 internal_value=0 -0.00708963 0.00198948 internal_weight=0 7.16758 70.6065 internal_count=3066 199 2867 is_linear=0 shrinkage=0.0204111 Tree=9695 num_leaves=4 num_cat=0 split_feature=47 47 0 split_gain=1.48425 2.35982 2.13108 threshold=0.10783500000000001 0.08593000000000002 -0.11532999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026034569867016343 -0.0087863576752053446 -0.013648597972901981 0.012952415747944698 leaf_weight=56.496052355945949 2.4849434485440725 5.9631730007549768 6.8393336451335909 leaf_count=2701 49 201 140 internal_value=0 -0.0015607 0.00712346 internal_weight=0 62.4592 9.32428 internal_count=3091 2902 189 is_linear=0 shrinkage=0.0204111 Tree=9696 num_leaves=4 num_cat=0 split_feature=43 16 15 split_gain=1.4862 1.2489 0.0811779 threshold=0.25537500000000007 0.41656500000000002 -0.14601999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062402714679650191 -0.0063331216927502076 -0.01374152305516085 -0.022219605590148506 leaf_weight=71.653902649498946 0.27459800115593669 2.5010828183385447 1.1906516974427166 leaf_count=2708 29 203 151 internal_value=0 0.000119522 -0.0199033 internal_weight=0 74.155 1.46525 internal_count=3091 2911 180 is_linear=0 shrinkage=0.0204111 Tree=9697 num_leaves=4 num_cat=0 split_feature=4 15 48 split_gain=1.18693 2.21021 1.1539 threshold=0.27150500000000005 -0.095604999999999982 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001862445839575081 0.00018385253656535977 2.2096795111532966e-05 -0.00017962012856794727 leaf_weight=9.4616621543027559 9.5846907881350472 54.973753530543831 1.5429516405565653 leaf_count=352 337 2423 31 internal_value=0 -8.76594e-06 0.000132166 internal_weight=0 64.4354 11.1276 internal_count=3143 2775 368 is_linear=0 shrinkage=0.000400217 Tree=9698 num_leaves=4 num_cat=0 split_feature=14 453 48 split_gain=1.47352 1.39738 0.329087 threshold=0.077685000000000018 0.095100000000000018 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3470208926362522e-05 -0.00050741281344057374 -0.000391235902058141 -0.00014096142357410141 leaf_weight=72.687600143683994 0.87673488375548914 1.2133412180992298 0.84798247569005869 leaf_count=2997 18 30 80 internal_value=0 1.60798e-05 -0.000346819 internal_weight=0 73.9009 1.72472 internal_count=3125 3027 98 is_linear=0 shrinkage=0.000400217 Tree=9699 num_leaves=4 num_cat=0 split_feature=2 160 11 split_gain=1.35448 1.52714 1.38804 threshold=0.092365000000000017 0.08901000000000002 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3725113822998192e-06 9.2055319917638942e-05 -0.00028565555430939846 -0.00030478133771449727 leaf_weight=32.36292864000734 36.813108259839055 3.3066091676619171 1.3605046954680791 leaf_count=1713 1160 168 71 internal_value=0 -3.12601e-05 7.70621e-05 internal_weight=0 35.6695 38.1736 internal_count=3112 1881 1231 is_linear=0 shrinkage=0.000400217 Tree=9700 num_leaves=3 num_cat=0 split_feature=38 9 split_gain=1.52574 1.34062 threshold=0.12641000000000005 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020609459501701901 -0.022505595533991167 -0.0093493969200751786 leaf_weight=71.469541079282749 1.0190626587427676 4.453209942036664 leaf_count=3010 17 107 internal_value=0 0.0013789 internal_weight=0 75.9228 internal_count=3134 3117 is_linear=0 shrinkage=0.0204111 Tree=9701 num_leaves=3 num_cat=0 split_feature=1375 401 split_gain=1.53207 1.39284 threshold=-0.53021499999999988 0.083100000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045968072324186057 1.5593332884772747e-05 -0.00033020218398850611 leaf_weight=1.1050481620186463 75.968730018101496 1.8007437929368268 leaf_count=5 2840 273 internal_value=0 7.12326e-06 internal_weight=0 77.7695 internal_count=3118 3113 is_linear=0 shrinkage=0.000400217 Tree=9702 num_leaves=4 num_cat=0 split_feature=2 159 151 split_gain=1.57227 1.64755 1.58396 threshold=0.099300000000000013 0.091330000000000008 -0.29526499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015125753694341256 -0.018749184325935933 -0.0164415137559119 0.0044980792202502012 leaf_weight=43.131193373681754 1.1681797332003068 3.2077908042469963 27.566633667066299 leaf_count=1962 24 207 879 internal_value=0 -0.00258316 0.00348388 internal_weight=0 46.339 28.7348 internal_count=3072 2169 903 is_linear=0 shrinkage=0.0204111 Tree=9703 num_leaves=4 num_cat=0 split_feature=158 15 13 split_gain=1.15936 1.24877 0.0241977 threshold=0.10858500000000001 -0.095604999999999982 -0.085104999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0043255158823217133 -0.0085947534099440354 0.0017488414588425016 -0.020172145883962031 leaf_weight=18.796123348276524 0.35220839016892558 55.335920071314376 1.0121860071012623 leaf_count=608 46 2279 112 internal_value=0 0.000204492 -0.018062 internal_weight=0 74.132 1.36439 internal_count=3045 2887 158 is_linear=0 shrinkage=0.0204111 Tree=9704 num_leaves=4 num_cat=0 split_feature=0 48 2 split_gain=1.49704 2.52754 1.64054 threshold=-0.10726999999999999 0.11978500000000002 0.084020000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0063267808236346064 -0.006873915246246599 -0.012554969159873699 0.0015251721714355667 leaf_weight=29.433236261569618 14.597173629383631 3.1773052118323895 28.296994035988064 leaf_count=497 822 54 1732 internal_value=0 0.00445043 -0.00134355 internal_weight=0 32.6105 42.8942 internal_count=3105 551 2554 is_linear=0 shrinkage=0.0204111 Tree=9705 num_leaves=3 num_cat=0 split_feature=156 1210 split_gain=1.17986 1.16404 threshold=-1.0000000180025095e-35 -0.080884999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037964940874680108 -0.00040848554891164893 2.9857713052464854e-05 leaf_weight=1.0646801527780088 0.8714166973659293 75.139774800610667 leaf_count=165 126 2820 internal_value=0 2.4239e-05 internal_weight=0 76.0112 internal_count=3111 2946 is_linear=0 shrinkage=0.000400217 Tree=9706 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=1.80226 2.19107 2.07834 threshold=0.094405000000000003 -0.029174999999999996 0.025430000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6452630499686411e-05 0.00012592906175745074 -0.00013110849162251465 -0.00016334753852069659 leaf_weight=23.07305572817495 27.878522677554429 21.319300993328397 4.5383560147147355 leaf_count=1233 788 957 150 internal_value=0 -3.89359e-05 8.50075e-05 internal_weight=0 44.3924 32.4169 internal_count=3128 2190 938 is_linear=0 shrinkage=0.000400217 Tree=9707 num_leaves=4 num_cat=0 split_feature=156 49 157 split_gain=1.35936 1.37595 0.277545 threshold=0.11659000000000001 -0.21083999999999997 -0.052249999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024078679759787622 -6.5490961394796033e-05 1.044283670319911e-05 -0.00052792730105127948 leaf_weight=4.2982338623260139 0.32026055857295432 71.675835734686416 0.7494306833509643 leaf_count=66 42 2922 72 internal_value=0 2.38097e-05 -0.000408801 internal_weight=0 75.9741 1.06969 internal_count=3102 2988 114 is_linear=0 shrinkage=0.000400217 Tree=9708 num_leaves=4 num_cat=0 split_feature=2 159 48 split_gain=1.34919 2.24285 2.00032 threshold=0.097925000000000012 0.091005000000000016 -0.092609999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032178278248280636 -0.019449811977474193 -0.018823641127710615 0.0054397335473488698 leaf_weight=41.289992762926886 1.3086528984895291 2.8112030616921393 26.409948279269202 leaf_count=1939 24 215 908 internal_value=0 -0.00154586 0.00419112 internal_weight=0 44.1012 27.7186 internal_count=3086 2154 932 is_linear=0 shrinkage=0.0204111 Tree=9709 num_leaves=3 num_cat=0 split_feature=45 146 split_gain=1.23821 1.98016 threshold=-0.080134999999999984 0.10020500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038594037534455674 -1.4062403776826808e-06 -0.0005639661323884683 leaf_weight=1.1804551724344481 71.887565822705824 0.90440974303055455 leaf_count=12 3081 11 internal_value=0 -9.25123e-06 internal_weight=0 72.792 internal_count=3104 3092 is_linear=0 shrinkage=0.000400217 Tree=9710 num_leaves=4 num_cat=0 split_feature=14 133 48 split_gain=1.48772 1.54024 0.27748 threshold=0.077685000000000018 0.088080000000000006 -0.032929999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001216991004483319 -0.0080531927100010534 -0.0091272064923850985 -0.026499481527892051 leaf_weight=66.324955716091608 0.73807259047680418 6.4800500843869022 0.8510262138888709 leaf_count=2273 14 702 78 internal_value=0 0.000283698 -0.0190259 internal_weight=0 72.805 1.5891 internal_count=3067 2975 92 is_linear=0 shrinkage=0.0204111 Tree=9711 num_leaves=4 num_cat=0 split_feature=483 1375 12 split_gain=1.5979 1.39042 1.16933 threshold=0.080590000000000009 0.085270000000000012 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023996868890031435 0.010664253984524672 -0.015807248016093997 -0.01865669347565414 leaf_weight=71.8537759859056 0.64140075058458057 1.6803367677530321 2.5374976316220446 leaf_count=2672 46 61 292 internal_value=0 0.00196024 -0.0125791 internal_weight=0 73.5341 3.1789 internal_count=3071 2733 338 is_linear=0 shrinkage=0.0204111 Tree=9712 num_leaves=4 num_cat=0 split_feature=2 474 12 split_gain=1.51984 2.04524 1.62968 threshold=0.092120000000000021 0.085165000000000018 0.10042000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7454233693950224e-05 8.3633388396334968e-05 0.00018532768296101662 -0.00016789212124828032 leaf_weight=31.328034100079321 34.08506397400879 4.6053280461064778 4.5866719499827004 leaf_count=1686 951 173 278 internal_value=0 -6.07489e-05 5.34026e-05 internal_weight=0 35.9334 38.6717 internal_count=3088 1859 1229 is_linear=0 shrinkage=0.000400217 Tree=9713 num_leaves=3 num_cat=0 split_feature=149 48 split_gain=1.51557 1.46823 threshold=0.11234000000000001 -0.024949999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0092419351263394942 -0.023263346330934426 -0.00093581848282601673 leaf_weight=6.3580966792869722 1.0783708500093769 67.508208337083488 leaf_count=171 16 2902 internal_value=0 -4.70989e-05 internal_weight=0 73.8663 internal_count=3089 3073 is_linear=0 shrinkage=0.0204111 Tree=9714 num_leaves=3 num_cat=0 split_feature=3 1373 split_gain=1.67163 1.25455 threshold=-0.52337999999999985 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0193453806982317 0.00037517265241296779 -0.022003236011348123 leaf_weight=1.8082429536007101 72.650306555404541 0.94688473044516186 leaf_count=23 3062 25 internal_value=0 5.42705e-05 internal_weight=0 73.5972 internal_count=3110 3087 is_linear=0 shrinkage=0.0204111 Tree=9715 num_leaves=3 num_cat=0 split_feature=146 147 split_gain=1.70612 1.73154 threshold=0.084635000000000002 0.088565000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.3327040115406674e-06 -0.00041587856357843615 0.00030169592599866494 leaf_weight=71.337729646699017 1.4616407959401829 2.9153188831151047 leaf_count=2961 29 105 internal_value=0 5.23634e-06 internal_weight=0 74.253 internal_count=3095 3066 is_linear=0 shrinkage=0.000400217 Tree=9716 num_leaves=4 num_cat=0 split_feature=14 3 3 split_gain=1.55018 1.90156 0.204931 threshold=0.073890000000000011 -0.10643499999999999 -0.013929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013246918043762596 -0.00044800214967888362 -1.8980979376246092e-05 -0.00016111712297311775 leaf_weight=17.36415211070198 1.0714092881607937 55.204023395857234 0.8896206798399352 leaf_count=332 80 2687 26 internal_value=0 1.74063e-05 -0.000333589 internal_weight=0 72.5682 1.96103 internal_count=3125 3019 106 is_linear=0 shrinkage=0.000400217 Tree=9717 num_leaves=3 num_cat=0 split_feature=51 156 split_gain=1.23929 1.16788 threshold=-0.40548499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038253316373609077 -0.00037930259170758704 2.8625408082689807e-05 leaf_weight=1.1188807358666952 1.0300448977582153 73.138172956152403 leaf_count=119 158 2801 internal_value=0 2.23969e-05 internal_weight=0 74.1682 internal_count=3078 2959 is_linear=0 shrinkage=0.000400217 Tree=9718 num_leaves=4 num_cat=0 split_feature=50 159 40 split_gain=1.1359 2.04625 0.997872 threshold=0.10647500000000001 -0.22731999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018169521130441194 0.010009567601704581 -0.00062854346309483328 -0.016219214701079274 leaf_weight=2.3878068614721988 0.66611582839686923 68.976643037557096 3.0583626803023654 leaf_count=86 21 2647 313 internal_value=0 2.79045e-05 -0.011373 internal_weight=0 71.3644 3.72448 internal_count=3067 2733 334 is_linear=0 shrinkage=0.0204111 Tree=9719 num_leaves=4 num_cat=0 split_feature=1213 8 157 split_gain=2.0547 1.36321 0.635639 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024193774141503268 1.1216415543166416e-05 0.00029837866752331258 -0.00039762730131644603 leaf_weight=0.20310246595181558 72.556368186463715 2.6367542987927655 2.3174711601996014 leaf_count=5 2565 73 456 internal_value=0 2.17148e-05 -0.000337994 internal_weight=0 75.1931 2.52057 internal_count=3099 2638 461 is_linear=0 shrinkage=0.000400217 Tree=9720 num_leaves=4 num_cat=0 split_feature=403 34 151 split_gain=1.5899 1.71954 1.51463 threshold=-1.0000000180025095e-35 -0.016844999999999995 -0.085124999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029053038447345589 -0.00027199589695466232 1.8781928978008853e-05 -0.00033533954345111661 leaf_weight=0.64675483689643432 3.3111216523830072 67.235443078203957 3.7941094359957779 leaf_count=16 138 2231 707 internal_value=0 4.72481e-06 -0.000239286 internal_weight=0 70.5466 4.44086 internal_count=3092 2369 723 is_linear=0 shrinkage=0.000400217 Tree=9721 num_leaves=3 num_cat=0 split_feature=39 51 split_gain=1.59575 1.31852 threshold=0.11742500000000002 0.161415 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.0443922136756372e-05 0.00028286683300077637 -0.00040908023281662479 leaf_weight=71.192774873429244 2.6312108273195909 1.3148838193376367 leaf_count=2953 63 68 internal_value=0 -2.81115e-05 internal_weight=0 72.5077 internal_count=3084 3021 is_linear=0 shrinkage=0.000400217 Tree=9722 num_leaves=4 num_cat=0 split_feature=2 151 160 split_gain=1.67571 2.0731 1.35339 threshold=0.097925000000000012 -0.085009999999999988 0.084100000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030635178123424771 2.2506525181804442e-05 -2.7169429883296027e-05 0.0002342171659860833 leaf_weight=4.6911725966792792 24.981022256429018 37.968832835982312 5.8947490619520968 leaf_count=222 802 1941 140 internal_value=0 -5.85917e-05 6.36262e-05 internal_weight=0 42.66 30.8758 internal_count=3105 2163 942 is_linear=0 shrinkage=0.000400217 Tree=9723 num_leaves=3 num_cat=0 split_feature=39 48 split_gain=1.49085 1.57355 threshold=-1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00026913710669817674 3.8032754077099982e-05 -0.00024015361887260405 leaf_weight=2.7555145669466574 69.582146833242405 3.3055737922481958 leaf_count=68 2872 94 internal_value=0 2.50676e-05 internal_weight=0 72.8877 internal_count=3034 2966 is_linear=0 shrinkage=0.000400217 Tree=9724 num_leaves=4 num_cat=0 split_feature=11 124 48 split_gain=1.58144 1.39341 0.828238 threshold=0.088315000000000018 -0.061329999999999989 0.081520000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018274776982971791 -5.8335633652988346e-05 -5.1265460092222516e-06 -0.00045820636317760053 leaf_weight=6.8949410600553156 1.6486045321089471 64.7467799355436 1.6383107251917861 leaf_count=241 82 2741 29 internal_value=0 1.32118e-05 -0.000266174 internal_weight=0 71.6417 3.28692 internal_count=3093 2982 111 is_linear=0 shrinkage=0.000400217 Tree=9725 num_leaves=4 num_cat=0 split_feature=42 43 40 split_gain=1.20976 1.44685 0.988995 threshold=-0.10749999999999998 -0.06705499999999999 0.10283000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018377650324586697 0.0037021198992968473 -0.0023420394495944977 0.0078961535883625734 leaf_weight=2.5652604457908406 25.611751187287155 45.905097586487273 0.69846308603882779 leaf_count=184 1222 1695 5 internal_value=0 -0.00017509 -0.0126794 internal_weight=0 71.5168 3.26372 internal_count=3106 2917 189 is_linear=0 shrinkage=0.0204111 Tree=9726 num_leaves=4 num_cat=0 split_feature=38 13 2 split_gain=1.35 1.688 0.250678 threshold=1.0000000180025095e-35 -0.10462499999999998 0.11741500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0080193977562095561 -0.018247353347176243 -0.00025902458926506828 -0.0063688293382993385 leaf_weight=12.302579791896276 1.4396804353000328 59.130107896788331 1.781473650888074 leaf_count=281 45 2736 33 internal_value=0 0.00117706 -0.0121125 internal_weight=0 71.4327 3.22115 internal_count=3095 3017 78 is_linear=0 shrinkage=0.0204111 Tree=9727 num_leaves=3 num_cat=0 split_feature=43 2 split_gain=1.79505 1.47475 threshold=0.25537500000000007 -0.16156999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00033168872827837198 -0.00042507426842717123 1.1862289961689062e-05 leaf_weight=2.2732970416982416 1.3545909224742434 72.931486533654493 leaf_count=61 185 2836 internal_value=0 2.20088e-05 internal_weight=0 75.2048 internal_count=3082 2897 is_linear=0 shrinkage=0.000400217 Tree=9728 num_leaves=4 num_cat=0 split_feature=0 474 49 split_gain=1.44966 1.34714 1.20151 threshold=-0.23031999999999997 -1.0000000180025095e-35 -0.069799999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.8308196737489425e-05 -0.0004923685456783214 3.0140535802318251e-06 0.00026778276882440517 leaf_weight=3.0455865564290434 0.77940807623144692 64.683925970607561 6.0401451773941499 leaf_count=27 109 2869 84 internal_value=0 -3.71462e-06 0.000165962 internal_weight=0 65.4633 9.08573 internal_count=3089 2978 111 is_linear=0 shrinkage=0.000400217 Tree=9729 num_leaves=4 num_cat=0 split_feature=160 401 151 split_gain=1.39099 1.45619 0.965308 threshold=-0.20907999999999996 0.087020000000000014 -0.22990999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015740029267702006 0.0017982800234342346 -0.017407633687785206 -0.016875246078969765 leaf_weight=0.34836611531500272 68.953340894307985 1.5734030269741186 2.6355818774877653 leaf_count=7 2515 228 325 internal_value=0 0.0013429 -0.012636 internal_weight=0 70.5267 2.98395 internal_count=3075 2743 332 is_linear=0 shrinkage=0.0204111 Tree=9730 num_leaves=3 num_cat=0 split_feature=1375 133 split_gain=2.05777 1.14019 threshold=-0.43271999999999994 0.10681500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024442267366643688 0.0016270886818576674 -0.013467094013434199 leaf_weight=1.217354051197616 70.701790303850316 2.0369418181621759 leaf_count=18 2631 427 internal_value=0 0.00118435 internal_weight=0 72.7387 internal_count=3076 3058 is_linear=0 shrinkage=0.0204111 Tree=9731 num_leaves=3 num_cat=0 split_feature=133 454 split_gain=1.29256 1.31631 threshold=-0.25351499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019987392711826927 -0.016707370600521187 0.0017335813102224481 leaf_weight=1.0928377642219391 1.5377695993629448 72.6631896653588 leaf_count=193 62 2842 internal_value=0 0.00132681 internal_weight=0 74.201 internal_count=3097 2904 is_linear=0 shrinkage=0.0204111 Tree=9732 num_leaves=4 num_cat=0 split_feature=2 43 150 split_gain=1.73094 2.74551 1.92736 threshold=0.092120000000000021 0.086285000000000014 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017837619581479584 0.00064308588765646878 -0.025872523007009159 0.011789726465751996 leaf_weight=32.77565707928909 29.979565521391805 1.9871805718476014 8.1317190927588836 leaf_count=1719 1051 138 191 internal_value=0 -0.00323941 0.00304899 internal_weight=0 34.7628 38.1113 internal_count=3099 1857 1242 is_linear=0 shrinkage=0.0204111 Tree=9733 num_leaves=4 num_cat=0 split_feature=160 160 48 split_gain=1.31517 2.87384 1.6531 threshold=0.091525000000000009 0.084835000000000008 0.095850000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057999982088204223 -0.015481055136182401 0.014007427079138291 0.0058257400357407899 leaf_weight=57.919180365335592 4.5378345326198533 6.1190578449541126 2.179328485746737 leaf_count=2690 262 102 30 internal_value=0 0.000835891 -0.00858606 internal_weight=0 64.0382 6.71716 internal_count=3084 2792 292 is_linear=0 shrinkage=0.0204111 Tree=9734 num_leaves=4 num_cat=0 split_feature=160 16 133 split_gain=1.43332 2.05902 1.82273 threshold=0.084835000000000008 -0.094434999999999977 0.08413000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.0368000216012367e-05 -8.9009293415407315e-05 0.00024070432265047562 -0.00019143235446654155 leaf_weight=55.001391460194554 4.3604628048869918 9.5072089186755857 7.2677345904556878 leaf_count=1872 97 296 831 internal_value=0 0.000137149 -4.65149e-06 internal_weight=0 13.8677 62.2691 internal_count=3096 393 2703 is_linear=0 shrinkage=0.000400217 Tree=9735 num_leaves=4 num_cat=0 split_feature=456 133 12 split_gain=1.27497 1.20319 0.86834 threshold=0.081240000000000021 0.11253500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5828112036292943e-05 0.00020294745060424191 -0.00033120925384682367 -0.00037704844841759965 leaf_weight=71.296337134532337 0.43758733934373628 1.432852787683031 2.0108484828956525 leaf_count=2502 22 388 181 internal_value=0 1.82957e-05 -0.000269049 internal_weight=0 72.7292 2.44844 internal_count=3093 2890 203 is_linear=0 shrinkage=0.000400217 Tree=9736 num_leaves=4 num_cat=0 split_feature=376 14 51 split_gain=1.90217 1.701 0.557313 threshold=0.048375000000000008 0.073890000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022120411997182145 0.0030067739645047243 -0.021364714191913336 0.017100606713359879 leaf_weight=67.688625732115042 1.8877870585711205 1.5113106780909209 3.2164285459366502 leaf_count=2852 40 104 124 internal_value=0 -0.000716741 0.0120645 internal_weight=0 69.1999 5.10422 internal_count=3120 2956 164 is_linear=0 shrinkage=0.0204111 Tree=9737 num_leaves=4 num_cat=0 split_feature=403 484 15 split_gain=1.46787 1.27599 0.758326 threshold=-0.088654999999999984 -0.079734999999999986 -0.17159499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013853440188683936 -0.014399250460067906 0.0015543681060777154 -0.02065912052115013 leaf_weight=0.22895705583505321 2.0397938159735522 71.691832832013688 1.768341821988314 leaf_count=15 300 2378 385 internal_value=0 0.00109185 -0.0161775 internal_weight=0 73.7316 1.9973 internal_count=3078 2678 400 is_linear=0 shrinkage=0.0204111 Tree=9738 num_leaves=3 num_cat=0 split_feature=453 1 split_gain=1.1621 1.24395 threshold=0.10097500000000002 0.076845000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.5208819039650178e-05 -0.00039495123768023535 4.3500057395887949e-05 leaf_weight=25.595429649467974 1.0635474565060565 48.882088312030646 leaf_count=1622 21 1503 internal_value=0 6.09865e-06 internal_weight=0 74.4775 internal_count=3146 3125 is_linear=0 shrinkage=0.000400217 Tree=9739 num_leaves=4 num_cat=0 split_feature=483 52 3 split_gain=1.3994 1.19011 0.453645 threshold=-0.06916499999999999 -0.51586999999999994 0.10417500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022436459745603647 -0.019125055315841025 0.0011121566963892238 0.0029371368814645926 leaf_weight=1.3421752474362154 1.1190108488253816 73.820699299003081 0.33778284303843964 leaf_count=187 200 2723 10 internal_value=0 0.00078189 -0.0174699 internal_weight=0 74.9397 1.67996 internal_count=3120 2923 197 is_linear=0 shrinkage=0.0204111 Tree=9740 num_leaves=4 num_cat=0 split_feature=160 49 133 split_gain=2.00997 1.69221 1.56633 threshold=0.084835000000000008 -0.21083999999999997 0.084335000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018559796305609987 1.353521819635461e-05 -8.0391007597488986e-05 0.00028935656170866981 leaf_weight=4.0086009055248715 10.511175939943767 55.679700227827652 4.7013281636809543 leaf_count=58 226 2645 165 internal_value=0 -6.22134e-05 0.000100267 internal_weight=0 59.6883 15.2125 internal_count=3094 2703 391 is_linear=0 shrinkage=0.000400217 Tree=9741 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=1.27802 1.31121 threshold=-0.51586999999999994 -0.25351499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037558404410816383 -0.00038268652889050732 3.9151102102253313e-05 leaf_weight=1.1372370971175758 1.087737052381043 75.282502397131793 leaf_count=207 180 2687 internal_value=0 3.25914e-05 internal_weight=0 76.3702 internal_count=3074 2867 is_linear=0 shrinkage=0.000400217 Tree=9742 num_leaves=4 num_cat=0 split_feature=2 11 49 split_gain=1.56307 1.75847 0.420552 threshold=-0.14169499999999999 0.089560000000000015 -0.0093449999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039679359250896257 8.4742280323994973e-06 -0.00037726862056719246 0.00010270380226580463 leaf_weight=1.8543848115950825 71.620401997965132 1.8322523220008395 1.4598512036027376 leaf_count=34 2928 79 53 internal_value=0 -1.70757e-06 0.000274843 internal_weight=0 73.4527 3.31424 internal_count=3094 3007 87 is_linear=0 shrinkage=0.000400217 Tree=9743 num_leaves=4 num_cat=0 split_feature=14 123 48 split_gain=1.82197 1.14289 0.117262 threshold=0.073890000000000011 0.13456000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011917725880120405 -0.025390713789647211 -0.020017038799593979 -0.011521185577368073 leaf_weight=73.413210939474766 0.88375912390620215 0.96222574246348713 0.78808006795634244 leaf_count=2993 17 18 83 internal_value=0 0.000887709 -0.0199864 internal_weight=0 74.3754 1.67184 internal_count=3111 3011 100 is_linear=0 shrinkage=0.0204111 Tree=9744 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=2.0119 2.84951 1.79646 threshold=1.0000000180025095e-35 -0.059114999999999994 0.025430000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013509400877043467 0.0023932142790819965 0.0012528297891035896 -0.0096816405589171192 leaf_weight=11.347761521255736 43.042318678481479 10.350130404223817 5.7151293052284009 leaf_count=1392 1067 150 412 internal_value=0 -0.00649738 0.000958915 internal_weight=0 21.6979 48.7574 internal_count=3021 1542 1479 is_linear=0 shrinkage=0.0204111 Tree=9745 num_leaves=4 num_cat=0 split_feature=14 42 48 split_gain=1.57081 1.35436 0.1664 threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0068618990613172892 -0.025165546140236271 0.0016222768541662509 -0.0097135847132962302 leaf_weight=8.7956762966085744 0.86543177988824027 65.253691213826414 0.73051789806549894 leaf_count=841 17 2190 88 internal_value=0 0.000605677 -0.0191932 internal_weight=0 74.0494 1.59595 internal_count=3136 3031 105 is_linear=0 shrinkage=0.0204111 Tree=9746 num_leaves=4 num_cat=0 split_feature=8 34 48 split_gain=1.73452 1.52151 0.128715 threshold=1.0000000180025095e-35 -0.086809999999999984 -0.067504999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046045241945806938 0.00039697314168945396 -5.3009087789404385e-06 0.0001925227530965242 leaf_weight=1.0838851293374308 1.3615253716125155 72.534250755488074 1.3563139809857592 leaf_count=42 14 2994 63 internal_value=0 -1.26912e-05 0.000306599 internal_weight=0 73.6181 2.71784 internal_count=3113 3036 77 is_linear=0 shrinkage=0.000400217 Tree=9747 num_leaves=3 num_cat=0 split_feature=376 376 split_gain=1.38345 1.46418 threshold=0.088415000000000007 0.084595000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.7731515494217185e-06 0.00034280354868842838 -0.00038300392358514508 leaf_weight=71.63894390677433 1.6980185627980962 1.5478130672308896 leaf_count=2979 56 51 internal_value=0 -1.13874e-05 internal_weight=0 73.1868 internal_count=3086 3030 is_linear=0 shrinkage=0.000400217 Tree=9748 num_leaves=4 num_cat=0 split_feature=48 51 0 split_gain=1.89318 1.72637 1.07348 threshold=0.12675000000000003 0.13669500000000004 -0.16031499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9502744832476053e-05 -0.00048413637359267673 -0.00039681141600932845 -4.2929580961555158e-05 leaf_weight=67.99018274039895 1.7055970371993683 1.3727826838700128 1.7649308590416684 leaf_count=2894 29 95 75 internal_value=0 3.02419e-05 -0.000268116 internal_weight=0 69.363 3.47053 internal_count=3093 2989 104 is_linear=0 shrinkage=0.000400217 Tree=9749 num_leaves=3 num_cat=0 split_feature=1429 1213 split_gain=1.52486 1.44455 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048106035492411408 -0.00028373392267025063 1.7750656641057871e-05 leaf_weight=0.92661871881295965 2.5260109993384949 72.66009880954789 leaf_count=142 459 2504 internal_value=0 7.2149e-06 internal_weight=0 75.1861 internal_count=3105 2963 is_linear=0 shrinkage=0.000400217 Tree=9750 num_leaves=4 num_cat=0 split_feature=4 52 4 split_gain=1.55997 2.10925 1.65174 threshold=0.27150500000000005 -0.048794999999999991 0.41351500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025413740626085688 0.017658254883119531 -0.0050317459792019953 0.00063871572754521471 leaf_weight=26.621230033561005 3.5989849228062649 35.817265302168607 6.626621110670385 leaf_count=896 88 1863 272 internal_value=0 -0.00180411 0.00675526 internal_weight=0 62.4385 10.2256 internal_count=3119 2759 360 is_linear=0 shrinkage=0.0204111 Tree=9751 num_leaves=3 num_cat=0 split_feature=45 49 split_gain=1.50148 1.40257 threshold=-1.0000000180025095e-35 -0.21083999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038934029325851541 0.00018970893447042305 -3.5295728992503014e-05 leaf_weight=1.3447844930051349 4.6291183749708571 69.413170491022697 leaf_count=26 72 2986 internal_value=0 -2.09632e-05 internal_weight=0 74.0423 internal_count=3084 3058 is_linear=0 shrinkage=0.000400217 Tree=9752 num_leaves=3 num_cat=0 split_feature=155 133 split_gain=1.34794 1.22087 threshold=0.098655000000000007 -0.25351499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018937394725700718 -0.019815850623891917 0.0022222653753378469 leaf_weight=1.0426038622722433 1.0983729358422341 74.267899528049838 leaf_count=189 163 2758 internal_value=0 0.00190165 internal_weight=0 75.3105 internal_count=3110 2947 is_linear=0 shrinkage=0.0204111 Tree=9753 num_leaves=4 num_cat=0 split_feature=43 15 3 split_gain=1.80369 1.766 1.10263 threshold=-0.19537999999999997 0.082805000000000004 -0.15490999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021954286794746598 0.00028307167077843434 -0.010005269498291258 0.0047420715055723943 leaf_weight=1.9914257826458195 59.720396114961773 7.7535087931757962 6.2645297627204837 leaf_count=20 1885 1039 177 internal_value=0 -0.000913791 0.00913205 internal_weight=0 67.4739 8.25596 internal_count=3121 2924 197 is_linear=0 shrinkage=0.0204111 Tree=9754 num_leaves=4 num_cat=0 split_feature=52 16 4 split_gain=1.80333 2.58817 2.11415 threshold=-0.048794999999999991 -0.24404999999999996 -0.0031049999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015375251413837757 0.0028420559088962179 -0.0068175566137599767 0.0097497379674989868 leaf_weight=14.078754036072498 20.485026215007565 26.256016786006285 13.422139552906399 leaf_count=638 426 1736 295 internal_value=0 -0.0025874 0.00398855 internal_weight=0 46.741 27.5009 internal_count=3095 2162 933 is_linear=0 shrinkage=0.0204111 Tree=9755 num_leaves=4 num_cat=0 split_feature=483 12 474 split_gain=1.38392 1.79328 1.34478 threshold=0.080590000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023517636260256231 0.013192292816352338 -0.01936274921465644 0.0020301219898446097 leaf_weight=0.75755057699734507 0.8584802470995786 2.645755993611373 70.099053493755832 leaf_count=98 46 303 2665 internal_value=0 -0.0112258 0.00172031 internal_weight=0 3.50424 70.8566 internal_count=3112 349 2763 is_linear=0 shrinkage=0.0204111 Tree=9756 num_leaves=3 num_cat=0 split_feature=147 42 split_gain=1.03361 1.01518 threshold=-1.0000000180025095e-35 -0.40652499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018336459551415586 -0.022874139267625816 0.0018692045774344171 leaf_weight=0.98426255446065525 0.58598757306754023 72.396273882324977 leaf_count=29 7 3051 internal_value=0 0.0016358 internal_weight=0 72.9823 internal_count=3087 3058 is_linear=0 shrinkage=0.0204111 Tree=9757 num_leaves=4 num_cat=0 split_feature=52 49 52 split_gain=2.39678 4.09197 4.07576 threshold=0.084075000000000011 0.13588500000000003 0.077655000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00083436975343092925 -0.011161414391756129 0.018440193709313407 0.028246497817665622 leaf_weight=54.804403614878311 13.602319878696674 2.1636063657715559 2.2453552373881385 leaf_count=2026 992 29 35 internal_value=0 -0.0069977 0.00196647 internal_weight=0 15.7659 57.0498 internal_count=3082 1021 2061 is_linear=0 shrinkage=0.0204111 Tree=9758 num_leaves=3 num_cat=0 split_feature=45 148 split_gain=1.30114 1.76622 threshold=-0.080134999999999984 0.10530000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038641823649840314 -1.713536296030949e-05 -0.00053706412000100552 leaf_weight=1.1416305694729079 70.06662812712193 0.95066089020110567 leaf_count=13 3067 20 internal_value=0 -2.49298e-05 internal_weight=0 71.0173 internal_count=3100 3087 is_linear=0 shrinkage=0.000400217 Tree=9759 num_leaves=4 num_cat=0 split_feature=474 51 475 split_gain=1.11178 1.24242 0.0380053 threshold=-1.0000000180025095e-35 -0.09021499999999999 -0.40881999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0093365398864649566 0.0066379235999482001 -0.001281605416883762 -0.026824079115839665 leaf_weight=0.23982456028898014 9.3444972594925257 64.73445769418322 0.53450688093971521 leaf_count=30 336 2691 85 internal_value=0 -0.000274107 -0.0232716 internal_weight=0 74.079 0.774331 internal_count=3142 3027 115 is_linear=0 shrinkage=0.0204111 Tree=9760 num_leaves=3 num_cat=0 split_feature=49 52 split_gain=1.34 1.64743 threshold=-0.21083999999999997 0.060690000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.011591089775275131 -0.0020424521707300223 0.0050170057834353684 leaf_weight=4.2620066177660183 49.019668410329814 19.024073181571794 leaf_count=75 1950 1037 internal_value=0 -6.37274e-05 internal_weight=0 68.0437 internal_count=3062 2987 is_linear=0 shrinkage=0.0204111 Tree=9761 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=1.53767 3.35454 2.2592 threshold=0.087515000000000023 -0.084074999999999997 -0.087664999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019316519781785869 0.00014193089412569321 6.9581182209192013e-05 -4.8258854968277644e-05 leaf_weight=13.50425127614699 27.466585760471389 18.072391584609932 15.627101327336275 leaf_count=933 462 867 810 internal_value=0 -4.3072e-05 7.30159e-05 internal_weight=0 31.5766 43.0937 internal_count=3072 1800 1272 is_linear=0 shrinkage=0.000400217 Tree=9762 num_leaves=3 num_cat=0 split_feature=147 4 split_gain=1.31149 1.56786 threshold=-1.0000000180025095e-35 0.50973500000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020993771273149667 0.0012085501100842831 0.020499652190884537 leaf_weight=0.96668634707111678 72.010612619400604 1.6879027828254027 leaf_count=29 2901 149 internal_value=0 0.0016808 internal_weight=0 73.6985 internal_count=3079 3050 is_linear=0 shrinkage=0.0204111 Tree=9763 num_leaves=4 num_cat=0 split_feature=483 1 159 split_gain=1.69675 1.55124 1.25533 threshold=1.0000000180025095e-35 0.11584000000000001 0.094385000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9190528969947278e-05 -0.00039983662301478563 0.00012828319865574209 0.00020531231061775816 leaf_weight=55.948196889547262 2.7565801419175382 12.088335948803431 0.60500586157559144 leaf_count=2326 292 365 79 internal_value=0 -1.04671e-06 -0.000287817 internal_weight=0 68.0365 3.36159 internal_count=3062 2691 371 is_linear=0 shrinkage=0.000400217 Tree=9764 num_leaves=4 num_cat=0 split_feature=133 39 42 split_gain=1.90981 3.50856 2.01403 threshold=0.08413000000000001 0.084950000000000012 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0084821518469822988 -0.015085855884685709 0.010308570182509507 0.0029425838848819354 leaf_weight=7.1811607726012872 7.6260638388316675 3.1140761048081913 54.263040140193652 leaf_count=660 866 140 1421 internal_value=0 -0.00769242 0.00159434 internal_weight=0 10.7401 61.4442 internal_count=3087 1006 2081 is_linear=0 shrinkage=0.0204111 Tree=9765 num_leaves=4 num_cat=0 split_feature=34 401 2 split_gain=1.61271 1.27794 0.452665 threshold=-0.083799999999999986 0.083100000000000021 -0.093829999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.7112344923891682e-05 3.0948762544516282e-05 -0.00030254781464619882 -0.00042639802735792878 leaf_weight=1.2953793008346113 69.39901442709413 1.7790375710360411 1.4852241013613809 leaf_count=26 2735 278 57 internal_value=0 2.21512e-05 -0.000282693 internal_weight=0 71.1781 2.7806 internal_count=3096 3013 83 is_linear=0 shrinkage=0.000400217 Tree=9766 num_leaves=3 num_cat=0 split_feature=0 128 split_gain=1.73126 1.33299 threshold=0.27898500000000004 0.085185000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0007458278088412518 0.019660366403244204 -0.017670304987694351 leaf_weight=68.217125795215679 1.8680550616700191 1.5656921275403863 leaf_count=2866 13 231 internal_value=0 0.000304987 internal_weight=0 69.7828 internal_count=3110 3097 is_linear=0 shrinkage=0.0204111 Tree=9767 num_leaves=4 num_cat=0 split_feature=2 50 4 split_gain=2.00868 1.70393 0.297095 threshold=0.14059000000000002 0.10647500000000001 0.060860000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011306193931571024 0.017314330671281106 -0.017939180688673315 0.0055477066832569869 leaf_weight=63.747941303985272 2.4077094882213705 2.5049255562395265 1.6142135144659731 leaf_count=2587 69 282 118 internal_value=0 -0.00179532 0.0128699 internal_weight=0 66.2529 4.02192 internal_count=3056 2869 187 is_linear=0 shrinkage=0.0204111 Tree=9768 num_leaves=4 num_cat=0 split_feature=42 1 49 split_gain=1.48046 3.91229 1.59333 threshold=0.092260000000000023 0.12220000000000002 -0.00025999999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.9204288849402455e-05 -0.000308252491204735 0.000279579003000423 6.3595216919468326e-05 leaf_weight=20.900820233228387 6.5695576229588806 2.3906880272297713 46.405331937684082 leaf_count=568 547 100 1871 internal_value=0 -0.000149898 2.23101e-05 internal_weight=0 8.96025 67.3062 internal_count=3086 647 2439 is_linear=0 shrinkage=0.000400217 Tree=9769 num_leaves=4 num_cat=0 split_feature=2 12 12 split_gain=1.64341 2.21966 1.89454 threshold=0.092120000000000021 0.084045000000000022 0.10042000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0430703267301615e-05 8.0746629738161441e-05 -0.00018057990469124514 -0.00020671753784885492 leaf_weight=19.672670253512706 34.228531883918549 15.77824434065303 4.0042081269563132 leaf_count=492 959 1356 265 internal_value=0 -6.93206e-05 5.01241e-05 internal_weight=0 35.4509 38.2327 internal_count=3072 1848 1224 is_linear=0 shrinkage=0.000400217 Tree=9770 num_leaves=4 num_cat=0 split_feature=453 0 4 split_gain=1.43757 1.69266 0.265703 threshold=1.0000000180025095e-35 -0.23075999999999999 0.26497500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011801522750991925 -0.0063572872300002459 0.00046999970853761624 -0.021367249052564857 leaf_weight=5.888702951357117 1.0171186829247738 64.915879487487018 1.1595429755980147 leaf_count=80 57 2964 20 internal_value=0 0.00142957 -0.0150075 internal_weight=0 70.8046 2.17666 internal_count=3121 3044 77 is_linear=0 shrinkage=0.0204111 Tree=9771 num_leaves=4 num_cat=0 split_feature=4 15 47 split_gain=2.34468 2.04377 1.48493 threshold=0.27150500000000005 -0.14127499999999996 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035808628657969452 0.00026052599978114357 -2.1282734405626987e-05 -7.0026487132398245e-05 leaf_weight=2.9216810204475214 7.4666656177541864 59.704587493427084 2.9973569456487894 leaf_count=162 317 2543 42 internal_value=0 -3.76065e-05 0.000166102 internal_weight=0 62.6263 10.464 internal_count=3064 2705 359 is_linear=0 shrinkage=0.000400217 Tree=9772 num_leaves=4 num_cat=0 split_feature=1 44 52 split_gain=1.37818 1.57617 0.621606 threshold=0.13662500000000002 1.0000000180025095e-35 -0.0037699999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025613430108919767 0.0012451284834448198 -0.019108685694360365 0.017189202128924434 leaf_weight=67.783606457494216 1.6142601830288184 1.6854973181179946 2.7381935806333777 leaf_count=2882 68 50 111 internal_value=0 -0.000243699 0.0114553 internal_weight=0 69.4691 4.35245 internal_count=3111 2932 179 is_linear=0 shrinkage=0.0204111 Tree=9773 num_leaves=4 num_cat=0 split_feature=158 160 16 split_gain=1.4934 1.21521 0.0560236 threshold=0.10618000000000001 0.11606000000000001 -0.053084999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010678577475223029 -0.0065316084256742271 0.016302372162231134 -0.019533401386360675 leaf_weight=70.36144608939901 0.31819210015464694 2.1402921816461449 1.3127138396002909 leaf_count=2813 60 88 121 internal_value=0 0.00154203 -0.0175793 internal_weight=0 72.5017 1.63091 internal_count=3082 2901 181 is_linear=0 shrinkage=0.0204111 Tree=9774 num_leaves=4 num_cat=0 split_feature=376 160 40 split_gain=1.63947 1.61112 0.122076 threshold=0.087355000000000016 -0.11051499999999999 -0.034699999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026241609493932855 0.00037437177912771696 3.2192711176277242e-06 0.00018158882296489209 leaf_weight=3.7522065638727318 1.4871394895017149 68.233323151299601 1.3851212121662673 leaf_count=402 64 2617 16 internal_value=0 -1.10129e-05 0.000291705 internal_weight=0 71.9855 2.87226 internal_count=3099 3019 80 is_linear=0 shrinkage=0.000400217 Tree=9775 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=1.55671 1.15941 threshold=-1.0000000180025095e-35 0.098580000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038926934874927938 -1.8558284773256138e-05 -0.00041861014870765262 leaf_weight=1.3703332662698802 72.209128159555007 1.0677757785306301 leaf_count=26 3005 34 internal_value=0 -2.50175e-05 internal_weight=0 73.2769 internal_count=3065 3039 is_linear=0 shrinkage=0.000400217 Tree=9776 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=1.46597 1.61252 threshold=-1.0000000180025095e-35 -0.10643499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02002840407612437 0.0044536297484360169 -0.0025715376272645069 leaf_weight=1.3243514302084793 18.105656828176507 53.754345475613377 leaf_count=93 390 2627 internal_value=0 -0.00079732 internal_weight=0 71.86 internal_count=3110 3017 is_linear=0 shrinkage=0.0204111 Tree=9777 num_leaves=3 num_cat=0 split_feature=124 156 split_gain=1.6228 1.19818 threshold=0.11158000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019386789320047386 0.01865408078206875 0.0012268431740833498 leaf_weight=1.0820704285156342 2.0968349364411543 73.422467222867908 leaf_count=154 29 2924 internal_value=0 0.000898818 internal_weight=0 74.5045 internal_count=3107 3078 is_linear=0 shrinkage=0.0204111 Tree=9778 num_leaves=4 num_cat=0 split_feature=133 12 123 split_gain=1.18673 1.07139 0.938393 threshold=0.10681500000000001 0.097345000000000015 0.10173500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9645792002964316e-05 -0.00041609356871518186 0.00011092492675153154 0.00029019060559845123 leaf_weight=62.295634003885084 1.6841435635972164 11.889522409667277 0.27915247454075132 leaf_count=2267 413 366 19 internal_value=0 1.41617e-06 -0.000305431 internal_weight=0 74.1852 1.9633 internal_count=3065 2633 432 is_linear=0 shrinkage=0.000400217 Tree=9779 num_leaves=3 num_cat=0 split_feature=158 43 split_gain=1.15958 1.20925 threshold=0.11034000000000001 -0.27157999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00017764440220192874 -0.00038393037149936078 -4.9196460086776165e-06 leaf_weight=6.2358490612300548 1.1011111619541214 68.70270576957455 leaf_count=136 135 2835 internal_value=0 1.05144e-05 internal_weight=0 74.9386 internal_count=3106 2971 is_linear=0 shrinkage=0.000400217 Tree=9780 num_leaves=4 num_cat=0 split_feature=13 43 39 split_gain=1.46086 2.34923 0.664985 threshold=0.17936000000000002 -0.19537999999999997 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016288159097142086 -0.018004459795372685 -0.00073258864738089081 -0.0028727204505988404 leaf_weight=3.4553385092294766 2.6405921573432343 63.661715573631795 2.2482075608713785 leaf_count=53 108 2849 55 internal_value=0 0.000169346 -0.011266 internal_weight=0 67.1171 4.8888 internal_count=3065 2902 163 is_linear=0 shrinkage=0.0204111 Tree=9781 num_leaves=4 num_cat=0 split_feature=376 43 42 split_gain=1.18052 1.46812 1.1201 threshold=0.048375000000000008 -0.075449999999999975 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.953436462900077e-05 -0.00011043654110135373 -6.1554361122438268e-05 0.00029122081317062293 leaf_weight=24.997370970676457 1.4913844063412396 44.298192478152259 3.7550441231760479 leaf_count=1127 13 1830 139 internal_value=0 -1.78478e-05 0.000177121 internal_weight=0 69.2956 5.24643 internal_count=3109 2957 152 is_linear=0 shrinkage=0.000400217 Tree=9782 num_leaves=4 num_cat=0 split_feature=128 484 1 split_gain=1.66936 1.47977 0.0269097 threshold=1.0000000180025095e-35 -0.0048899999999999994 0.12459500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002317540799355154 -0.00040755185779090577 1.7333856088535912e-05 -0.000171164497157078 leaf_weight=3.9337791394286787 1.4580925662889956 68.40112708536526 0.3307954242627601 leaf_count=447 221 2397 17 internal_value=0 3.4505e-06 -0.000376497 internal_weight=0 72.3349 1.78889 internal_count=3082 2844 238 is_linear=0 shrinkage=0.000400217 Tree=9783 num_leaves=4 num_cat=0 split_feature=49 43 133 split_gain=1.4156 3.07978 2.07356 threshold=-0.085934999999999984 -0.099214999999999984 -0.10164499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014727717367114391 -0.018420753859306447 -0.013978476272818889 0.0012367198062835497 leaf_weight=1.8719221629853562 2.2094877523911682 7.3153879867859342 60.392955364934096 leaf_count=38 365 165 2477 internal_value=0 -0.00802266 0.000511281 internal_weight=0 9.18731 62.6024 internal_count=3045 203 2842 is_linear=0 shrinkage=0.0204111 Tree=9784 num_leaves=3 num_cat=0 split_feature=3 45 split_gain=1.63945 1.08352 threshold=-0.48702499999999999 -0.080134999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019163407873232202 0.01952230558008327 -5.1944481507064109e-05 leaf_weight=1.7424004179047177 1.086203422397374 70.446889320654122 leaf_count=32 14 3044 internal_value=0 0.000275328 internal_weight=0 71.5331 internal_count=3090 3058 is_linear=0 shrinkage=0.0204111 Tree=9785 num_leaves=4 num_cat=0 split_feature=1429 453 160 split_gain=1.36412 1.31431 0.165525 threshold=-1.0000000180025095e-35 0.10097500000000002 -0.085799999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.5469355460756699e-05 2.4070356719336817e-05 -0.00039499435564472766 -0.00049133064622721475 leaf_weight=0.28330753269415254 72.625625905727247 1.1070606529101485 0.83030499330379715 leaf_count=39 2922 21 111 internal_value=0 1.71889e-05 -0.000408545 internal_weight=0 73.7327 1.11361 internal_count=3093 2943 150 is_linear=0 shrinkage=0.000400217 Tree=9786 num_leaves=3 num_cat=0 split_feature=31 0 split_gain=1.41203 1.13551 threshold=-1.0000000180025095e-35 0.12174000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039151827427651685 -6.9517667518810721e-06 -0.00019381283964026952 leaf_weight=1.2413822046873964 69.51013721156869 5.5198135347527559 leaf_count=91 2886 125 internal_value=0 -2.09671e-05 internal_weight=0 75.03 internal_count=3102 3011 is_linear=0 shrinkage=0.000400217 Tree=9787 num_leaves=4 num_cat=0 split_feature=52 52 43 split_gain=1.24798 3.0119 2.38393 threshold=0.084805000000000019 0.077655000000000016 -0.52334499999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063677070999111737 0.019377624594116887 0.01962824902024873 -0.0090443415125885922 leaf_weight=54.907700042145052 1.2566712285333768 3.123245237995433 12.531576709205863 leaf_count=2036 12 67 936 internal_value=0 0.000489598 -0.00631872 internal_weight=0 58.0309 13.7882 internal_count=3051 2103 948 is_linear=0 shrinkage=0.0204111 Tree=9788 num_leaves=3 num_cat=0 split_feature=3 4 split_gain=1.28422 1.78926 threshold=-0.52337999999999985 -0.40515499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034128746652415027 -0.00021780576209808386 2.9742997392847096e-05 leaf_weight=1.8404857680579869 4.9215716511425844 65.923319852625468 leaf_count=23 192 2897 internal_value=0 1.22293e-05 internal_weight=0 70.8449 internal_count=3112 3089 is_linear=0 shrinkage=0.000400217 Tree=9789 num_leaves=4 num_cat=0 split_feature=150 15 457 split_gain=1.83704 2.59321 1.57027 threshold=0.082085000000000019 -0.031974999999999996 -0.23052999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044006317429724448 0.00021484266404506476 -0.00014291929364350749 -3.0588402213576741e-05 leaf_weight=1.0465327865931602 13.019500448551755 4.2232021912204791 57.542534035823223 leaf_count=14 269 144 2694 internal_value=0 0.00012686 -2.13582e-05 internal_weight=0 17.2427 58.5891 internal_count=3121 413 2708 is_linear=0 shrinkage=0.000400217 Tree=9790 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=1.71452 3.82516 1.83459 threshold=-0.10643499999999999 -0.078644999999999979 -0.16392499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018602707839215148 -0.013925128279177152 0.00015665648787033414 0.006743066489590944 leaf_weight=1.1729962274621382 9.57164631837861 47.23300396734146 16.766349571321825 leaf_count=19 1318 1379 383 internal_value=0 -0.00223887 0.00498068 internal_weight=0 56.8047 17.9393 internal_count=3099 2697 402 is_linear=0 shrinkage=0.0204111 Tree=9791 num_leaves=4 num_cat=0 split_feature=15 13 3 split_gain=2.26466 1.89558 1.85727 threshold=0.084050000000000014 -0.24921999999999997 -0.097724999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.007286421324071147 0.021034719383824323 -0.013136419716086032 -0.00073907204288434236 leaf_weight=15.881929994713117 0.64300424119574007 7.4066012597415902 48.201807101899362 leaf_count=343 8 1055 1692 internal_value=0 -0.0101557 0.00125913 internal_weight=0 8.04961 64.0837 internal_count=3098 1063 2035 is_linear=0 shrinkage=0.0204111 Tree=9792 num_leaves=4 num_cat=0 split_feature=1 2 16 split_gain=2.06876 1.88029 1.28194 threshold=0.10100500000000003 0.079800000000000024 -0.27637999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013765850571557764 -0.0024732317391752646 -0.0016532248913853117 0.0070922582917389626 leaf_weight=6.1170204364061638 8.723816052861368 37.697332343127982 17.246386564413115 leaf_count=472 258 1821 523 internal_value=0 -0.00337507 0.00388223 internal_weight=0 43.8144 25.9702 internal_count=3074 2293 781 is_linear=0 shrinkage=0.0204111 Tree=9793 num_leaves=4 num_cat=0 split_feature=376 43 42 split_gain=1.29439 1.46534 1.10644 threshold=0.048375000000000008 -0.27157999999999993 -0.088814999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018701358064157527 -7.4448673289105122e-05 -3.3041688519160899e-05 0.00030405366446878217 leaf_weight=5.1573152013606878 1.7613073583197545 60.446236214098235 3.7656864237469554 leaf_count=136 18 2795 153 internal_value=0 -1.54532e-05 0.000184352 internal_weight=0 65.6036 5.52699 internal_count=3102 2931 171 is_linear=0 shrinkage=0.000400217 Tree=9794 num_leaves=4 num_cat=0 split_feature=376 150 43 split_gain=1.58411 1.34079 0.573351 threshold=1.0000000180025095e-35 -0.20684999999999998 -0.11681499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015342843179882531 -0.0021867655449432973 -0.0010909376335561567 0.014522535412865188 leaf_weight=2.0227867028588653 1.0441540529427582 66.504688826243523 4.0337876967023467 leaf_count=27 13 2862 152 internal_value=0 -0.00058161 0.0111136 internal_weight=0 68.5275 5.07794 internal_count=3054 2889 165 is_linear=0 shrinkage=0.0204111 Tree=9795 num_leaves=4 num_cat=0 split_feature=1429 104 16 split_gain=1.26568 1.19897 0.355373 threshold=-1.0000000180025095e-35 0.087185000000000012 -0.0024749999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.0898160576480371e-05 3.1724709097576321e-05 -0.00038470656734159022 -0.00048707050101766945 leaf_weight=0.27136508881062582 72.401062672768376 1.01305636348843 0.89046662165492196 leaf_count=41 2953 28 110 internal_value=0 2.54012e-05 -0.000377018 internal_weight=0 73.4141 1.16183 internal_count=3132 2981 151 is_linear=0 shrinkage=0.000400217 Tree=9796 num_leaves=3 num_cat=0 split_feature=149 1 split_gain=1.95485 1.14717 threshold=0.10770500000000001 0.11584000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011119201928666456 -0.02802706897048228 0.0056544788156488906 leaf_weight=59.992424813924458 0.93505046449717966 12.520663150451581 leaf_count=2655 21 432 internal_value=0 6.33343e-05 internal_weight=0 72.5131 internal_count=3108 3087 is_linear=0 shrinkage=0.0204111 Tree=9797 num_leaves=3 num_cat=0 split_feature=156 16 split_gain=1.14678 1.13693 threshold=-1.0000000180025095e-35 -0.008179999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019359065318531668 -0.0011783863390430009 0.0040118971827944197 leaf_weight=1.0771889856425776 44.992230104049668 28.711591441991914 leaf_count=164 1971 960 internal_value=0 0.000846526 internal_weight=0 73.7038 internal_count=3095 2931 is_linear=0 shrinkage=0.0204111 Tree=9798 num_leaves=4 num_cat=0 split_feature=1 42 0 split_gain=2.12807 1.93342 1.19323 threshold=0.12700000000000003 0.10109500000000002 -0.053439999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2804398546981398e-05 0.018846131075675818 -0.016601884681754896 0.00053237372176628394 leaf_weight=62.762405905311084 3.7001385758703691 2.9443603016056832 2.4359832864283808 leaf_count=2539 139 298 109 internal_value=0 -0.000749133 0.0117156 internal_weight=0 65.7068 6.13612 internal_count=3085 2837 248 is_linear=0 shrinkage=0.0204111 Tree=9799 num_leaves=3 num_cat=0 split_feature=51 4 split_gain=1.14773 1.07105 threshold=-0.40548499999999993 0.51195500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01945409075157788 0.00039198887042459759 0.019867965480178964 leaf_weight=1.0837291345787878 74.048214581895536 1.0835088063831779 leaf_count=115 2865 132 internal_value=0 0.000702008 internal_weight=0 75.1317 internal_count=3112 2997 is_linear=0 shrinkage=0.0204111 Tree=9800 num_leaves=4 num_cat=0 split_feature=42 456 40 split_gain=1.39299 1.41149 0.858498 threshold=-0.108275 0.084065000000000015 0.053385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036312053526480273 5.6370271574256475e-05 -0.00023402456123088161 0.00017603840424652154 leaf_weight=2.0369666871386012 69.189609753155764 2.6798184967674379 0.5327039100229739 leaf_count=177 2712 185 4 internal_value=0 4.5195e-05 -0.000248667 internal_weight=0 71.8694 2.56967 internal_count=3078 2897 181 is_linear=0 shrinkage=0.000400217 Tree=9801 num_leaves=4 num_cat=0 split_feature=151 52 151 split_gain=1.37613 2.81443 1.97081 threshold=-0.084129999999999996 1.0000000180025095e-35 -0.083449999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012680981124666259 0.025381232952005128 0.017173234292326613 0.00072575199128799501 leaf_weight=7.1738319228331857 1.2673062734029361 1.5034865015913963 65.680389733730749 leaf_count=295 22 37 2745 internal_value=0 -0.00735538 0.00123407 internal_weight=0 8.67732 66.9477 internal_count=3099 332 2767 is_linear=0 shrinkage=0.0204111 Tree=9802 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.62022 1.74965 threshold=-0.5318799999999998 -0.49274999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016020958030020075 0.022330035083046599 0.00075628266281094246 leaf_weight=2.2292637832142637 1.4894291303680791 71.786368816368508 leaf_count=41 31 3022 internal_value=0 0.0012282 internal_weight=0 73.2758 internal_count=3094 3053 is_linear=0 shrinkage=0.0204111 Tree=9803 num_leaves=4 num_cat=0 split_feature=155 147 51 split_gain=1.65425 1.47332 0.309107 threshold=0.08024000000000002 0.089245000000000005 -0.24183999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0009488530440134185 0.002675134338255392 0.013598843692900976 -0.019325016520581311 leaf_weight=67.754888319791007 0.27995558537259091 3.9557258336899386 1.7919628664308209 leaf_count=2740 31 124 185 internal_value=0 0.00166677 -0.0163676 internal_weight=0 71.7106 2.07192 internal_count=3080 2864 216 is_linear=0 shrinkage=0.0204111 Tree=9804 num_leaves=4 num_cat=0 split_feature=12 4 157 split_gain=1.80333 2.7022 1.87358 threshold=0.093185000000000004 0.091965000000000005 -0.077834999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0064448660306409391 -0.002942808495712673 0.013563131217932959 -0.0038461800633383023 leaf_weight=8.6583510043441247 8.0409592794309237 8.3171543000994443 46.262224826412876 leaf_count=297 724 143 1962 internal_value=0 0.00548466 -0.00221396 internal_weight=0 16.3581 54.9206 internal_count=3126 867 2259 is_linear=0 shrinkage=0.0204111 Tree=9805 num_leaves=4 num_cat=0 split_feature=150 457 160 split_gain=1.45144 1.37219 0.967709 threshold=0.11016500000000001 -0.11700999999999999 0.088915000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003198984947109849 7.9743583215818113e-05 -1.1667450027083728e-06 0.00041107147789163647 leaf_weight=2.0922098240662299 3.5663567626397699 65.234417788031351 2.3041483445558697 leaf_count=40 134 2935 12 internal_value=0 9.32508e-06 0.000215048 internal_weight=0 67.3266 5.87051 internal_count=3121 2975 146 is_linear=0 shrinkage=0.000400217 Tree=9806 num_leaves=3 num_cat=0 split_feature=1365 4 split_gain=1.49956 1.31073 threshold=1.0000000180025095e-35 0.0015200000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.9583002402918749e-05 -0.00041588246613179442 6.9363817186178677e-05 leaf_weight=39.841458828651639 1.2459247078550095 31.629518196012896 leaf_count=2081 57 921 internal_value=0 8.66455e-06 internal_weight=0 71.471 internal_count=3059 3002 is_linear=0 shrinkage=0.000400217 Tree=9807 num_leaves=4 num_cat=0 split_feature=133 1 104 split_gain=1.42435 1.68494 1.15364 threshold=0.099280000000000021 0.10134000000000001 0.077595000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.0446772295677544e-05 -0.00044936037314887052 0.00019546565862449863 -0.00031902473381321408 leaf_weight=70.339503765460449 2.1170094091175993 0.84067241984303098 1.5289934392567364 leaf_count=2527 430 62 39 internal_value=0 -0.000265635 1.27395e-05 internal_weight=0 2.95768 71.8685 internal_count=3058 492 2566 is_linear=0 shrinkage=0.000400217 Tree=9808 num_leaves=4 num_cat=0 split_feature=14 124 48 split_gain=1.60679 1.35926 0.20396 threshold=0.077685000000000018 -0.061329999999999989 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001917799868700731 -0.00048571699425269691 7.9979521456561658e-06 -0.0001740148714230791 leaf_weight=7.0020837639549418 0.88442391913667961 68.765552575353809 0.79692732279954615 leaf_count=253 18 2782 81 internal_value=0 2.52401e-05 -0.000358066 internal_weight=0 75.7676 1.68135 internal_count=3134 3035 99 is_linear=0 shrinkage=0.000400217 Tree=9809 num_leaves=4 num_cat=0 split_feature=1213 475 456 split_gain=1.32656 1.24708 1.12845 threshold=-1.0000000180025095e-35 -0.085719999999999977 0.087495000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0166872023261855 0.00032593499176883817 -0.020349437271367659 -0.01419651668719963 leaf_weight=0.3638672232627872 68.251053974707474 2.2370786627152475 2.1923008862067936 leaf_count=2 2456 475 150 internal_value=0 -0.0146932 -0.000147837 internal_weight=0 2.60095 70.4434 internal_count=3083 477 2606 is_linear=0 shrinkage=0.0204111 Tree=9810 num_leaves=4 num_cat=0 split_feature=3 3 49 split_gain=1.19722 1.98355 1.93948 threshold=-0.015559999999999999 -0.032959999999999996 -0.085934999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013225331922389492 -0.016136077237277564 0.018489525889120083 -0.00080543258969628174 leaf_weight=36.121968243243259 3.7861288762924223 2.9304434563391615 29.245065347796299 leaf_count=2324 69 80 614 internal_value=0 0.0026599 -0.00261125 internal_weight=0 39.0524 33.0312 internal_count=3087 2404 683 is_linear=0 shrinkage=0.0204111 Tree=9811 num_leaves=3 num_cat=0 split_feature=3 1375 split_gain=2.02743 1.56602 threshold=-0.52337999999999985 -0.53021499999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021000766654233477 0.023134701045236062 -0.00035490597585848905 leaf_weight=1.8673118392616732 1.0912397450447304 68.39217225930031 leaf_count=24 6 3066 internal_value=0 5.06257e-05 internal_weight=0 69.4834 internal_count=3096 3072 is_linear=0 shrinkage=0.0204111 Tree=9812 num_leaves=4 num_cat=0 split_feature=1 16 1186 split_gain=1.90796 2.93772 1.54138 threshold=1.0000000180025095e-35 0.0020050000000000003 0.083980000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024549264124811585 2.2978703689777976e-05 4.1672785991519662e-05 0.00039092968270403852 leaf_weight=11.348505327192926 48.921725260322091 11.308942967350957 1.7832436436437991 leaf_count=1200 1491 366 27 internal_value=0 -0.000102661 3.6752e-05 internal_weight=0 22.6574 50.705 internal_count=3084 1566 1518 is_linear=0 shrinkage=0.000400217 Tree=9813 num_leaves=3 num_cat=0 split_feature=159 1212 split_gain=1.35445 1.09574 threshold=-0.40873999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021377325419452683 -0.019060357057269786 0.0018613487291763799 leaf_weight=0.97535315083746255 0.94639607890803645 74.382615993927857 leaf_count=153 229 2761 internal_value=0 0.0015706 internal_weight=0 75.329 internal_count=3143 2990 is_linear=0 shrinkage=0.0204111 Tree=9814 num_leaves=3 num_cat=0 split_feature=160 130 split_gain=1.4207 1.3474 threshold=-0.40187499999999993 0.085970000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040087724408028669 2.4435873622801937e-05 -0.00031398987092789337 leaf_weight=1.2273041582890289 68.862550466503535 1.8255430340464034 leaf_count=243 2480 291 internal_value=0 1.52132e-05 internal_weight=0 70.6881 internal_count=3014 2771 is_linear=0 shrinkage=0.000400217 Tree=9815 num_leaves=4 num_cat=0 split_feature=157 12 130 split_gain=1.14165 2.62492 1.86927 threshold=-0.077764999999999987 0.083325000000000024 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027294277691441418 -0.00031457720434156181 -0.00018797036917311954 -3.2681467155702402e-06 leaf_weight=6.3109494374075421 3.1401350290770997 2.767519063221016 61.824648973476997 leaf_count=105 273 268 2489 internal_value=0 0.000131858 -1.88309e-05 internal_weight=0 9.07847 64.9648 internal_count=3135 373 2762 is_linear=0 shrinkage=0.000400217 Tree=9816 num_leaves=4 num_cat=0 split_feature=43 52 0 split_gain=1.80621 1.95757 1.35311 threshold=-0.19537999999999997 0.11301500000000002 -0.06951499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015571815736432379 0.0010118168444452926 -0.0098849108792210764 0.015839357259846878 leaf_weight=2.8148310069636864 56.830502011702492 7.6987094962070151 5.2889021217561076 leaf_count=131 2428 480 73 internal_value=0 -0.000303096 0.0098578 internal_weight=0 64.5292 8.10373 internal_count=3112 2908 204 is_linear=0 shrinkage=0.0204111 Tree=9817 num_leaves=3 num_cat=0 split_feature=155 401 split_gain=1.25154 1.22717 threshold=0.098655000000000007 0.087020000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018598846425557562 -0.019715168032686994 -0.015713047902856141 leaf_weight=69.230621118806084 1.0725783667185158 1.5848925574464363 leaf_count=2659 155 246 internal_value=0 0.00144241 internal_weight=0 70.8155 internal_count=3060 2905 is_linear=0 shrinkage=0.0204111 Tree=9818 num_leaves=4 num_cat=0 split_feature=4 1 42 split_gain=1.57432 3.44976 1.88315 threshold=-0.083954999999999988 0.086005000000000012 0.093985000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0079102420139773536 -0.0090707058128194091 0.0020157845264741404 -0.010852497622066623 leaf_weight=17.010701035975902 16.414146521258317 39.888632209813295 2.4626434364145089 leaf_count=584 1361 1104 61 internal_value=0 -0.00122789 0.00548899 internal_weight=0 56.3028 19.4733 internal_count=3110 2465 645 is_linear=0 shrinkage=0.0204111 Tree=9819 num_leaves=4 num_cat=0 split_feature=156 1 0 split_gain=1.42652 1.49385 0.079292 threshold=0.11877 0.10459000000000002 -0.15246499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017852369568852203 -0.029999625935459757 0.0045458879820858165 -0.012798695558144476 leaf_weight=47.864680779977903 0.46841469407081604 22.844384672889646 0.5025882118914059 leaf_count=2322 3 629 100 internal_value=0 0.000264149 -0.0233402 internal_weight=0 70.7091 0.971003 internal_count=3054 2951 103 is_linear=0 shrinkage=0.0204111 Tree=9820 num_leaves=3 num_cat=0 split_feature=1374 15 split_gain=1.63911 1.43247 threshold=-0.094679999999999986 0.079530000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032100824008209349 3.5322875926660961e-05 -0.00012580865638068563 leaf_weight=2.3424653863621634 60.113913502799505 10.245793175963852 leaf_count=53 1883 1152 internal_value=0 1.16963e-05 internal_weight=0 70.3597 internal_count=3088 3035 is_linear=0 shrinkage=0.000400217 Tree=9821 num_leaves=4 num_cat=0 split_feature=1 12 1 split_gain=1.46245 1.91056 1.12524 threshold=0.11584000000000001 0.10042000000000002 0.11663000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.20460356761051e-05 0.00046350238346417949 -0.00029757196140095781 5.6897254974135068e-05 leaf_weight=54.468791298815631 1.0967896679067042 4.6088270081754663 11.671260753428212 leaf_count=2312 15 342 428 internal_value=0 -5.32843e-05 9.55507e-05 internal_weight=0 59.0776 12.7681 internal_count=3097 2654 443 is_linear=0 shrinkage=0.000400217 Tree=9822 num_leaves=4 num_cat=0 split_feature=1213 104 475 split_gain=1.21063 1.24975 1.23225 threshold=-1.0000000180025095e-35 0.081720000000000015 -0.085719999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033113687029616467 3.2543255175909289e-05 -0.00037038848763778457 -0.00038774624018140928 leaf_weight=0.37816326320171367 69.435414008930024 1.1437121410599491 1.9515277973584935 leaf_count=2 2606 35 439 internal_value=0 2.54376e-05 -0.000261221 internal_weight=0 70.5791 2.32969 internal_count=3082 2641 441 is_linear=0 shrinkage=0.000400217 Tree=9823 num_leaves=3 num_cat=0 split_feature=1373 156 split_gain=1.40546 1.29644 threshold=0.099250000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038091285005131858 -0.00042978722767729558 3.7527162830560852e-05 leaf_weight=1.0940816161815963 0.96472906870803754 73.433527506993187 leaf_count=166 25 2961 internal_value=0 3.08222e-05 internal_weight=0 74.5276 internal_count=3152 3127 is_linear=0 shrinkage=0.000400217 Tree=9824 num_leaves=4 num_cat=0 split_feature=15 159 15 split_gain=1.90021 2.29264 1.86434 threshold=-0.095604999999999982 0.087995000000000004 -0.095244999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0099807368252445103 0.021327392640300855 0.010514125128011411 0.0005459649863619161 leaf_weight=13.777597597576461 1.7529247059137549 2.6238978683763881 50.733296064471233 leaf_count=486 18 141 2428 internal_value=0 -0.00665293 0.00128394 internal_weight=0 16.4015 52.4862 internal_count=3073 627 2446 is_linear=0 shrinkage=0.0204111 Tree=9825 num_leaves=4 num_cat=0 split_feature=13 156 52 split_gain=1.41464 1.24033 0.318157 threshold=0.26171000000000005 -1.0000000180025095e-35 -0.077114999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037925236847885356 -0.00010300751355428105 3.4058856127316587e-05 -0.00038980232809004018 leaf_weight=1.0699465562453259 1.2342420442237201 74.503341943461919 1.3966001394928742 leaf_count=160 30 2879 62 internal_value=0 2.76549e-05 -0.000264952 internal_weight=0 75.5733 2.63084 internal_count=3131 3039 92 is_linear=0 shrinkage=0.000400217 Tree=9826 num_leaves=3 num_cat=0 split_feature=3 14 split_gain=1.33297 1.22939 threshold=0.30991000000000007 0.077685000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014693668226795078 0.017704676373372419 -0.016062557494605178 leaf_weight=72.720209831853026 1.951460326432424 1.5938227060846646 leaf_count=2896 116 103 internal_value=0 0.00106976 internal_weight=0 74.314 internal_count=3115 2999 is_linear=0 shrinkage=0.0204111 Tree=9827 num_leaves=4 num_cat=0 split_feature=123 130 2 split_gain=1.51703 1.95799 0.878554 threshold=0.083715000000000026 1.0000000180025095e-35 0.094985000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015257568902012921 0.00027120191113739193 -0.020378055871449498 0.017142155243314396 leaf_weight=65.591377324524728 1.8957027154538071 1.6336379869500195 3.909976809653017 leaf_count=2462 104 377 151 internal_value=0 0.000960472 0.0117427 internal_weight=0 67.225 5.80568 internal_count=3094 2839 255 is_linear=0 shrinkage=0.0204111 Tree=9828 num_leaves=4 num_cat=0 split_feature=12 3 4 split_gain=1.86862 2.85484 2.52352 threshold=0.084045000000000022 -0.015214999999999998 0.091965000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0081612805015574032 -0.011500865850193793 -0.0033146960855186085 0.001380647070523602 leaf_weight=12.772602716742083 16.971215959949408 30.083496657180149 10.03611571530473 leaf_count=370 1856 652 217 internal_value=0 0.000117897 -0.00672807 internal_weight=0 42.8561 27.0073 internal_count=3095 1022 2073 is_linear=0 shrinkage=0.0204111 Tree=9829 num_leaves=3 num_cat=0 split_feature=8 11 split_gain=1.23018 1.50104 threshold=0.08573500000000002 0.089965000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.7635863215774308e-06 0.0003413031562171314 -0.00034461610321191981 leaf_weight=71.531766912623539 1.4956226176582266 2.0063618936128469 leaf_count=2976 57 81 internal_value=0 -1.26002e-05 internal_weight=0 73.5381 internal_count=3114 3057 is_linear=0 shrinkage=0.000400217 Tree=9830 num_leaves=4 num_cat=0 split_feature=484 1373 147 split_gain=1.32814 1.32862 1.22745 threshold=-0.0048899999999999994 0.092985000000000012 0.10058000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030029992811133504 2.4645582828788323e-05 -0.0004094825932328395 0.00034257946800770369 leaf_weight=3.4748164771808656 67.642076191443039 1.0365169429805963 0.45329812169075001 leaf_count=482 2567 30 3 internal_value=0 1.74378e-05 -0.000218674 internal_weight=0 68.6786 3.92811 internal_count=3082 2597 485 is_linear=0 shrinkage=0.000400217 Tree=9831 num_leaves=4 num_cat=0 split_feature=15 474 403 split_gain=1.42688 2.05103 1.89184 threshold=-0.095604999999999982 0.084655000000000022 -0.088654999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0074138419434417136 -0.020592778326105909 0.01405368281663698 0.0019656712184617196 leaf_weight=17.353744552900938 1.4846251402814221 1.970410999841987 52.053550675550241 leaf_count=598 358 55 2050 internal_value=0 -0.00515653 0.00129845 internal_weight=0 19.3242 53.5382 internal_count=3061 653 2408 is_linear=0 shrinkage=0.0204111 Tree=9832 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=1.23961 1.55037 threshold=-0.080134999999999984 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019578798231963061 -0.00094118946548266591 -0.023691485055919382 leaf_weight=1.0873413970693935 69.936453507501597 1.1590125280963537 leaf_count=12 3017 96 internal_value=0 -0.00134874 internal_weight=0 71.0955 internal_count=3125 3113 is_linear=0 shrinkage=0.0204111 Tree=9833 num_leaves=4 num_cat=0 split_feature=376 474 15 split_gain=1.60945 1.35858 0.0208757 threshold=0.086445000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025157371463465743 0.011890294975977959 0.00078639492981562753 0.018800860605712809 leaf_weight=0.73918963046253239 1.3940060441855169 70.021726520625748 1.4090345789882111 leaf_count=112 66 2924 16 internal_value=0 0.000476062 0.0159528 internal_weight=0 70.7609 2.80304 internal_count=3118 3036 82 is_linear=0 shrinkage=0.0204111 Tree=9834 num_leaves=4 num_cat=0 split_feature=4 11 1 split_gain=2.10275 2.54492 2.08816 threshold=-0.076894999999999977 0.079700000000000007 0.094405000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011947643630566782 -0.00014467263341861033 -0.00043880837776785585 2.1333459226821836e-05 leaf_weight=22.175699065010807 23.295871386107706 1.2804580855190568 25.15439845594301 leaf_count=903 1270 117 783 internal_value=0 8.70601e-05 -5.86352e-05 internal_weight=0 23.4562 48.4503 internal_count=3073 1020 2053 is_linear=0 shrinkage=0.000400217 Tree=9835 num_leaves=4 num_cat=0 split_feature=1 43 15 split_gain=1.24764 1.67776 1.26003 threshold=0.13662500000000002 -0.063379999999999978 -0.032519999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.6438362961237239e-05 0.00040223230242229265 -3.8272107135616868e-05 -4.6064225535504645e-05 leaf_weight=28.337632657976087 2.5496559622079076 43.899595468748771 1.5789120937115502 leaf_count=1329 139 1599 35 internal_value=0 1.07081e-05 0.000234098 internal_weight=0 72.2372 4.12857 internal_count=3102 2928 174 is_linear=0 shrinkage=0.000400217 Tree=9836 num_leaves=3 num_cat=0 split_feature=43 51 split_gain=1.39795 1.35076 threshold=0.25537500000000007 -0.40148999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038806539180800839 -0.00040907128564115206 2.3404649281955351e-05 leaf_weight=1.190319648663716 1.1510802210800637 68.568551715316744 leaf_count=103 172 2797 internal_value=0 1.5773e-05 internal_weight=0 69.7589 internal_count=3072 2900 is_linear=0 shrinkage=0.000400217 Tree=9837 num_leaves=4 num_cat=0 split_feature=4 133 15 split_gain=1.95833 2.42767 2.04956 threshold=-0.22295999999999996 -0.0038149999999999994 -0.0087549999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010961160334086993 -0.0020326573870527898 -0.013430034929482585 0.0056567010208553705 leaf_weight=2.0306989461241747 38.277713045978317 8.4535575626241535 23.041869897976085 leaf_count=23 1524 224 1312 internal_value=0 -0.00863979 0.000861793 internal_weight=0 10.4843 61.3196 internal_count=3083 247 2836 is_linear=0 shrinkage=0.0204111 Tree=9838 num_leaves=3 num_cat=0 split_feature=1373 1211 split_gain=1.29879 1.12405 threshold=0.09586500000000002 0.082530000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.0035113995315226e-05 -0.00042782778684501626 -0.00036368922545942353 leaf_weight=72.774477070707235 0.97120835474925016 1.1317995531353506 leaf_count=2882 31 162 internal_value=0 1.36175e-05 internal_weight=0 73.9063 internal_count=3075 3044 is_linear=0 shrinkage=0.000400217 Tree=9839 num_leaves=4 num_cat=0 split_feature=50 12 453 split_gain=1.5655 2.64157 1.57789 threshold=0.086500000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.1460208447651221e-05 0.00031948607179908963 -0.00037530938058205561 -0.0003111923680336151 leaf_weight=65.379609505930375 1.0353276862078926 3.8124731493358004 2.2546191547771732 leaf_count=2480 38 508 76 internal_value=0 -0.000223062 9.87508e-06 internal_weight=0 4.8478 67.6342 internal_count=3102 546 2556 is_linear=0 shrinkage=0.000400217 Tree=9840 num_leaves=4 num_cat=0 split_feature=457 12 9 split_gain=1.41298 2.26889 1.23377 threshold=0.069705000000000003 -0.0075799999999999991 -0.016839999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020652113102290062 -0.01376770788818437 0.0097463413235789643 -0.0018240888669190558 leaf_weight=0.92396369638117803 1.9297986383171508 10.680661282842491 58.441098287083378 leaf_count=87 68 207 2754 internal_value=0 0.00605845 -0.00143605 internal_weight=0 12.6105 59.3651 internal_count=3116 275 2841 is_linear=0 shrinkage=0.0204111 Tree=9841 num_leaves=4 num_cat=0 split_feature=14 453 3 split_gain=1.41799 1.17792 0.103426 threshold=0.077685000000000018 0.10097500000000002 -0.0083549999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011960375315390819 -0.022490206914317731 -0.018916625615416478 -0.0096120795530475322 leaf_weight=71.010095780560164 0.90930374623394528 1.1224245176272223 0.72484156351674645 leaf_count=2960 76 22 24 internal_value=0 0.00085424 -0.0177606 internal_weight=0 72.1325 1.63415 internal_count=3082 2982 100 is_linear=0 shrinkage=0.0204111 Tree=9842 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=1.27498 1.21376 threshold=-0.080134999999999984 0.090240000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019656364926258035 -0.00055419720377873952 -0.019219688303014924 leaf_weight=1.1625918056815852 70.701349176162466 1.3700999347520326 leaf_count=13 3060 56 internal_value=0 -0.000938296 internal_weight=0 72.0714 internal_count=3129 3116 is_linear=0 shrinkage=0.0204111 Tree=9843 num_leaves=3 num_cat=0 split_feature=31 131 split_gain=1.37877 1.39664 threshold=-1.0000000180025095e-35 0.08956500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039256903006780686 1.1843827235470764e-05 -0.00020757972295627742 leaf_weight=1.3257393782514544 67.56285175855885 4.8769050627870447 leaf_count=94 2600 400 internal_value=0 -3.22611e-06 internal_weight=0 72.4398 internal_count=3094 3000 is_linear=0 shrinkage=0.000400217 Tree=9844 num_leaves=4 num_cat=0 split_feature=1 2 43 split_gain=1.83378 1.60371 0.925118 threshold=0.13130500000000003 0.10155500000000002 -0.24698999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0031401596303917011 -0.0068553569937295023 0.0036172648759205612 0.013701674157056575 leaf_weight=42.078160802655361 1.0164885586127637 22.291939499651562 5.5341074228199423 leaf_count=2200 8 695 230 internal_value=0 -0.000797786 0.0104501 internal_weight=0 64.3701 6.5506 internal_count=3133 2895 238 is_linear=0 shrinkage=0.0204111 Tree=9845 num_leaves=4 num_cat=0 split_feature=48 51 0 split_gain=1.39941 1.93825 1.42416 threshold=0.11978500000000002 0.13699000000000003 -0.10470499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1334016421386671e-05 -0.00033688271923043491 -0.00046278617859461248 0.00012266368826725513 leaf_weight=68.907372628033499 3.0604997367895521 1.0837125416355764 1.5656723296597181 leaf_count=2869 56 92 69 internal_value=0 4.26472e-05 -0.000182131 internal_weight=0 69.9911 4.62617 internal_count=3086 2961 125 is_linear=0 shrinkage=0.000400217 Tree=9846 num_leaves=3 num_cat=0 split_feature=1373 1373 split_gain=1.07233 1.33769 threshold=0.099250000000000019 0.089075000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.2121999150524993e-05 -0.00036736875321238815 0.00043147948823524772 leaf_weight=72.099562892087192 1.0556846893614409 1.1275512054853596 leaf_count=3056 26 19 internal_value=0 1.92282e-05 internal_weight=0 73.2271 internal_count=3101 3075 is_linear=0 shrinkage=0.000400217 Tree=9847 num_leaves=4 num_cat=0 split_feature=150 150 41 split_gain=1.47508 1.98517 1.39748 threshold=0.082085000000000019 0.086870000000000017 0.075585000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.0775277387479028e-05 0.00032044724035199771 1.4595290056723631e-05 -0.00026022480042915583 leaf_weight=51.292293825982483 4.4672151643317219 13.235686008456467 4.1163704492646493 leaf_count=2566 86 337 147 internal_value=0 9.33041e-05 -3.90532e-05 internal_weight=0 17.7029 55.4087 internal_count=3136 423 2713 is_linear=0 shrinkage=0.000400217 Tree=9848 num_leaves=4 num_cat=0 split_feature=43 160 16 split_gain=1.52528 2.27667 1.92347 threshold=-0.06705499999999999 -1.0000000180025095e-35 0.15100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0049965268321770012 0.00057625945487449297 0.0086008613757510583 -0.011390687264585317 leaf_weight=6.8555633088091126 41.64099019117134 19.564935618403979 6.3507604913502282 leaf_count=552 1495 782 266 internal_value=0 0.00506643 -0.00103016 internal_weight=0 26.4205 47.9918 internal_count=3095 1334 1761 is_linear=0 shrinkage=0.0204111 Tree=9849 num_leaves=4 num_cat=0 split_feature=12 1 12 split_gain=2.10569 1.79675 0.318676 threshold=0.11596500000000001 0.087515000000000023 0.13071000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2481251314041247e-05 -0.00049655451652547611 6.8513785003871056e-05 -0.0001899969937545319 leaf_weight=28.631255816011389 1.1990820661144419 40.162277541543517 1.3177906236338683 leaf_count=1755 72 1213 81 internal_value=0 1.39819e-05 -0.000350975 internal_weight=0 68.7935 2.51687 internal_count=3121 2968 153 is_linear=0 shrinkage=0.000400217 Tree=9850 num_leaves=4 num_cat=0 split_feature=1452 1374 2 split_gain=1.43526 1.35616 0.141925 threshold=1.0000000180025095e-35 -0.088294999999999985 0.085945000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027141301631735174 -8.4867002932673932e-05 2.7239148060622327e-05 -0.00045180913954634595 leaf_weight=2.4139084465859915 0.26772538971272197 68.150292984779412 1.0428350288111685 leaf_count=50 58 2923 102 internal_value=0 1.66089e-05 -0.000389429 internal_weight=0 70.5642 1.31056 internal_count=3133 2973 160 is_linear=0 shrinkage=0.000400217 Tree=9851 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=2.30739 3.36531 2.49376 threshold=0.29587000000000002 0.079900000000000013 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00076516663449631027 0.014137880421687902 -0.012457414212594865 -0.013778603731507182 leaf_weight=52.671296874887275 7.8878130574757943 9.3450485826392633 1.5064101502066476 leaf_count=2513 304 238 28 internal_value=0 -0.00124616 0.00955177 internal_weight=0 62.0163 9.39422 internal_count=3083 2751 332 is_linear=0 shrinkage=0.0204111 Tree=9852 num_leaves=4 num_cat=0 split_feature=14 105 2 split_gain=1.41098 1.37943 0.487967 threshold=0.077685000000000018 0.078475000000000017 0.10799000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001389019027543639 -0.026092910494913888 -0.021486402505926747 -0.002843855162576367 leaf_weight=71.873790429339124 0.96627688421040037 1.0035143666354986 0.6239688242203556 leaf_count=2937 89 24 9 internal_value=0 0.00104155 -0.0177577 internal_weight=0 72.8773 1.59025 internal_count=3059 2961 98 is_linear=0 shrinkage=0.0204111 Tree=9853 num_leaves=4 num_cat=0 split_feature=15 50 15 split_gain=1.59597 1.90963 1.72759 threshold=-0.24269999999999997 0.11843500000000001 -0.19631499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036039374054571685 -0.00038098349308207191 -0.00024271696245008547 2.5824463598217082e-05 leaf_weight=4.1763365416063598 1.6028812801960146 0.96212474117055524 67.185322817119982 leaf_count=222 71 18 2752 internal_value=0 0.0002447 1.57414e-05 internal_weight=0 5.13846 68.7882 internal_count=3063 240 2823 is_linear=0 shrinkage=0.000400217 Tree=9854 num_leaves=4 num_cat=0 split_feature=15 49 42 split_gain=1.85351 1.91265 1.62932 threshold=0.084050000000000014 -0.14755499999999996 0.084050000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00238626493735651 0.0050943944442545155 -0.017058286313559257 -0.0049535336839517325 leaf_weight=47.363876226896764 2.2887350652417808 5.1380308331865754 17.040928811717322 leaf_count=1185 55 1007 852 internal_value=0 -0.0102571 0.000438994 internal_weight=0 7.42677 64.4048 internal_count=3099 1062 2037 is_linear=0 shrinkage=0.0204111 Tree=9855 num_leaves=3 num_cat=0 split_feature=34 1 split_gain=1.45463 1.45935 threshold=-0.087829999999999978 0.085880000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039364757689111437 -6.9840672680655694e-05 4.7186798590244082e-05 leaf_weight=1.4161611369418086 28.087250670806725 43.125768358249843 leaf_count=50 1758 1254 internal_value=0 9.9261e-07 internal_weight=0 71.213 internal_count=3062 3012 is_linear=0 shrinkage=0.000400217 Tree=9856 num_leaves=4 num_cat=0 split_feature=4 157 4 split_gain=2.23781 1.57419 0.527686 threshold=-0.49977499999999991 -0.082189999999999999 -0.54626999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019534520147114817 -0.012565920657596309 0.0011901065786432134 -0.023667835699229849 leaf_weight=0.63286751211853731 3.5460930373677675 65.878891844835834 1.9196401827502985 leaf_count=39 249 2720 97 internal_value=0 0.000468373 -0.0185923 internal_weight=0 69.425 2.55251 internal_count=3105 2969 136 is_linear=0 shrinkage=0.0204111 Tree=9857 num_leaves=4 num_cat=0 split_feature=3 11 1 split_gain=1.22149 1.32893 1.259 threshold=-0.10643499999999999 0.081005000000000008 0.094405000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.008015335522035847 -0.0041818106716177486 -0.0048565034058822391 0.001992708585695396 leaf_weight=13.13542318093255 30.235415530604087 4.3843865891949454 25.074317668539152 leaf_count=226 1933 166 774 internal_value=0 0.00478373 -0.00138426 internal_weight=0 17.5198 55.3097 internal_count=3099 392 2707 is_linear=0 shrinkage=0.0204111 Tree=9858 num_leaves=4 num_cat=0 split_feature=42 43 43 split_gain=1.69027 2.43273 0.123956 threshold=-0.11277999999999998 -0.063379999999999978 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042199048897788256 0.00011229592073244768 -4.1745327729353273e-05 -0.00017633078262673316 leaf_weight=1.2656218787185483 26.54534798371742 42.664311283073971 0.76756250887296928 leaf_count=56 1285 1615 117 internal_value=0 1.74231e-05 -0.000343294 internal_weight=0 69.2097 2.03318 internal_count=3073 2900 173 is_linear=0 shrinkage=0.000400217 Tree=9859 num_leaves=3 num_cat=0 split_feature=45 42 split_gain=1.4597 1.17771 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038661289951558066 -0.00015783627004919737 -2.6838535219490743e-06 leaf_weight=1.3137048853968725 8.8685678571217732 61.539991514761368 leaf_count=25 849 2224 internal_value=0 -2.24462e-05 internal_weight=0 70.4086 internal_count=3098 3073 is_linear=0 shrinkage=0.000400217 Tree=9860 num_leaves=4 num_cat=0 split_feature=4 151 16 split_gain=1.31917 2.08876 2.01561 threshold=0.27150500000000005 -0.24462999999999999 -0.40801499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016886712657989047 -0.021597122036355349 0.0086464377875199519 -0.0011408661224105853 leaf_weight=3.4935540376827694 0.94814598246011783 9.5542874811144411 56.294442609142493 leaf_count=111 18 348 2605 internal_value=0 0.00571707 -0.00209078 internal_weight=0 10.5024 59.788 internal_count=3082 366 2716 is_linear=0 shrinkage=0.0204111 Tree=9861 num_leaves=4 num_cat=0 split_feature=4 4 47 split_gain=1.79902 3.08511 1.92995 threshold=0.00093000000000000016 -0.0022599999999999994 0.09252500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016756465504680278 0.0060654049931445431 -0.022928045347905837 -0.0050274400898272743 leaf_weight=33.175306898204099 24.090775147976842 3.0033628852925167 8.8548425787957949 leaf_count=1986 812 100 175 internal_value=0 -0.00350521 0.00307703 internal_weight=0 36.1787 32.9456 internal_count=3073 2086 987 is_linear=0 shrinkage=0.0204111 Tree=9862 num_leaves=4 num_cat=0 split_feature=484 133 51 split_gain=1.43419 1.63369 1.59051 threshold=0.085560000000000011 0.084845000000000018 0.053845000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.1189577222588424e-05 0.00022968143915162901 -0.0002455654278525733 7.4079432559815027e-05 leaf_weight=46.532499555121603 6.4728283695583277 1.3096350413702564 16.186413002943482 leaf_count=2297 203 137 438 internal_value=0 0.000147358 -3.36335e-05 internal_weight=0 7.78246 62.7189 internal_count=3075 340 2735 is_linear=0 shrinkage=0.000400217 Tree=9863 num_leaves=4 num_cat=0 split_feature=2 1 1375 split_gain=1.8745 2.41179 1.65964 threshold=0.092120000000000021 1.0000000180025095e-35 -0.08088999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025773687011985155 0.00039470921622622614 -1.8647558552688228e-05 2.6923858470887909e-05 leaf_weight=9.0396366511117758 1.9677733375865489 25.91364629788859 36.198805116582207 leaf_count=965 33 906 1226 internal_value=0 -8.11065e-05 4.6985e-05 internal_weight=0 34.9533 38.1666 internal_count=3130 1871 1259 is_linear=0 shrinkage=0.000400217 Tree=9864 num_leaves=4 num_cat=0 split_feature=1213 42 4 split_gain=1.6062 1.66554 1.30607 threshold=-1.0000000180025095e-35 -0.10749999999999998 -0.16251999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030804190827221466 -0.00025506091149781818 4.5441480257551305e-05 -0.00041270625377888808 leaf_weight=0.40641470055561546 2.980565241232056 66.617786400914042 2.095080571772086 leaf_count=6 148 2462 453 internal_value=0 3.21834e-05 -0.000287427 internal_weight=0 69.5984 2.5015 internal_count=3069 2610 459 is_linear=0 shrinkage=0.000400217 Tree=9865 num_leaves=3 num_cat=0 split_feature=33 39 split_gain=1.4827 1.35597 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020921106726541846 -0.013480796627716875 0.00088038373150808901 leaf_weight=1.282537618651985 2.7375594707045812 70.584937861076241 leaf_count=40 66 3010 internal_value=0 0.000324459 internal_weight=0 73.3225 internal_count=3116 3076 is_linear=0 shrinkage=0.0204111 Tree=9866 num_leaves=4 num_cat=0 split_feature=3 41 11 split_gain=2.05549 1.91796 0.597188 threshold=-0.16935999999999998 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035250622434994914 1.6972139022501928e-05 -0.00023476286278968723 5.3165573820241841e-05 leaf_weight=3.4159929850138715 62.841765434155036 5.140304114578611 1.5952136936539316 leaf_count=52 2792 151 99 internal_value=0 -2.41693e-06 0.000260462 internal_weight=0 67.9821 5.01121 internal_count=3094 2943 151 is_linear=0 shrinkage=0.000400217 Tree=9867 num_leaves=4 num_cat=0 split_feature=1429 160 43 split_gain=1.46559 1.19829 0.0641223 threshold=-1.0000000180025095e-35 -0.40187499999999993 -0.080819999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016645493674642022 -0.0003527101243209671 2.0157966302314363e-05 -0.00049736902228555437 leaf_weight=0.27520982305031794 1.2970399168877964 68.491519455255229 0.79751171027316903 leaf_count=42 226 2742 98 internal_value=0 1.26742e-05 -0.000436228 internal_weight=0 69.7886 1.07272 internal_count=3108 2968 140 is_linear=0 shrinkage=0.000400217 Tree=9868 num_leaves=4 num_cat=0 split_feature=160 158 49 split_gain=1.16936 1.16362 0.132752 threshold=-0.40187499999999993 0.11034000000000001 -0.028049999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.7784740396062158e-05 9.5245354977323933e-06 -0.00037423499960759368 -0.0004012489152980105 leaf_weight=0.19250899272174127 74.596028353975044 1.1754128748193569 1.1848626953502606 leaf_count=19 2755 121 236 internal_value=0 3.02801e-06 -0.000355065 internal_weight=0 75.7714 1.37737 internal_count=3131 2876 255 is_linear=0 shrinkage=0.000400217 Tree=9869 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=1.53224 1.26042 threshold=-0.094679999999999986 -0.029664999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032265900610338157 0.0003590935344901493 -1.0335309970347628e-05 leaf_weight=2.3668682066199827 1.3986951032420609 71.070818668052652 leaf_count=52 15 3030 internal_value=0 -2.66221e-06 internal_weight=0 72.4695 internal_count=3097 3045 is_linear=0 shrinkage=0.000400217 Tree=9870 num_leaves=4 num_cat=0 split_feature=49 150 9 split_gain=2.34182 2.43265 2.20212 threshold=-0.006494999999999999 1.0000000180025095e-35 0.037245000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017692306273440091 0.0032147191650472914 -0.00159967507805374 -0.014534973412032063 leaf_weight=5.3834641234959717 47.996461970237192 13.684949578106169 2.9894980073440811 leaf_count=230 2367 366 83 internal_value=0 -0.00621976 0.00214442 internal_weight=0 19.0684 50.986 internal_count=3046 596 2450 is_linear=0 shrinkage=0.0204111 Tree=9871 num_leaves=3 num_cat=0 split_feature=52 45 split_gain=1.75751 1.15196 threshold=-0.41845999999999994 -0.080134999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038782477218432028 0.00038510248819652489 8.5110805029482355e-07 leaf_weight=1.7343807129573168 1.159951852634548 71.50560729146207 leaf_count=299 13 2763 internal_value=0 7.56791e-06 internal_weight=0 72.6656 internal_count=3075 2776 is_linear=0 shrinkage=0.000400217 Tree=9872 num_leaves=4 num_cat=0 split_feature=13 131 52 split_gain=1.61456 1.96757 1.80757 threshold=-0.09194999999999999 0.097135000000000013 0.11830000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001292706370295519 -7.0299888439358837e-05 0.00024157142760521688 -0.00030371337968751461 leaf_weight=15.882023087640848 52.389429971456934 3.3447773630305155 1.6030460102647328 leaf_count=376 2394 245 89 internal_value=0 -5.11367e-05 8.78944e-05 internal_weight=0 55.7342 17.4851 internal_count=3104 2639 465 is_linear=0 shrinkage=0.000400217 Tree=9873 num_leaves=4 num_cat=0 split_feature=403 376 15 split_gain=1.42455 1.445 0.0422596 threshold=-0.088654999999999984 0.048375000000000008 -0.13964499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0035156995879759194 -0.0011106019619788879 0.0103098902111722 -0.020467445979212059 leaf_weight=0.11797771500641818 63.519679822164449 4.8647299579206438 1.4172227042006387 leaf_count=26 2532 156 379 internal_value=0 -0.000282646 -0.0194923 internal_weight=0 68.3844 1.5352 internal_count=3093 2688 405 is_linear=0 shrinkage=0.0204111 Tree=9874 num_leaves=4 num_cat=0 split_feature=1452 123 2 split_gain=1.48922 1.18591 0.132688 threshold=1.0000000180025095e-35 0.13456000000000004 0.074875000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015537829051051686 -0.0048855052723671697 -0.020256676990651507 -0.02281415026235489 leaf_weight=70.91619895436736 0.28646766440942784 0.94243416588869777 1.052417526625504 leaf_count=2912 22 19 122 internal_value=0 0.00123667 -0.0196512 internal_weight=0 71.8586 1.33889 internal_count=3075 2931 144 is_linear=0 shrinkage=0.0204111 Tree=9875 num_leaves=4 num_cat=0 split_feature=16 0 3 split_gain=1.16994 3.08571 1.58199 threshold=0.0015250000000000001 0.15238000000000004 -0.07439999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.58838836695382e-05 0.010005744520352619 -0.02887959785986529 -0.00067944299719038923 leaf_weight=48.974012552602289 11.295103526514142 1.4835834707919264 11.659702813929014 leaf_count=2231 474 25 368 internal_value=0 -0.000946029 0.00460134 internal_weight=0 50.4576 22.9548 internal_count=3098 2256 842 is_linear=0 shrinkage=0.0204111 Tree=9876 num_leaves=3 num_cat=0 split_feature=1373 52 split_gain=1.10327 1.16251 threshold=-1.0000000180025095e-35 0.084805000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036142345675608888 4.0674357896592039e-05 -8.2040952475205336e-05 leaf_weight=1.1559017273248162 59.115303652168222 15.518165527534164 leaf_count=28 2083 961 internal_value=0 1.50741e-05 internal_weight=0 74.6335 internal_count=3072 3044 is_linear=0 shrinkage=0.000400217 Tree=9877 num_leaves=4 num_cat=0 split_feature=13 13 132 split_gain=1.35027 3.06755 1.54477 threshold=-0.083499999999999977 -0.084169999999999981 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015854210954586174 -0.0029876410755910409 0.024831033960526279 0.0087282818886693109 leaf_weight=22.149797618180859 44.366682579691428 2.5385130330023449 5.1322536963671146 leaf_count=904 1898 56 221 internal_value=0 0.00407691 -0.00175593 internal_weight=0 24.6883 49.4989 internal_count=3079 960 2119 is_linear=0 shrinkage=0.0204111 Tree=9878 num_leaves=4 num_cat=0 split_feature=160 130 1 split_gain=1.89536 2.2174 2.03981 threshold=0.091525000000000009 0.084355000000000027 0.094695000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015023498207314722 -0.021767217334881461 -0.022360194530616453 0.0022797567868095385 leaf_weight=61.810302307067332 3.2184026030508894 1.554181570719378 2.5955537626414298 leaf_count=2503 203 313 71 internal_value=0 0.000878648 -0.0111916 internal_weight=0 63.3645 5.81396 internal_count=3090 2816 274 is_linear=0 shrinkage=0.0204111 Tree=9879 num_leaves=4 num_cat=0 split_feature=474 4 475 split_gain=1.16564 1.11572 0.0341615 threshold=-1.0000000180025095e-35 0.51026500000000008 -0.25029499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019527770437371468 8.5525788064775873e-06 0.00034037554237990154 -0.00053278470316926979 leaf_weight=0.25984847120707855 72.1124150997789 1.5486715576462291 0.47822508292165267 leaf_count=34 2850 146 80 internal_value=0 1.60349e-05 -0.000455335 internal_weight=0 73.6611 0.738074 internal_count=3110 2996 114 is_linear=0 shrinkage=0.000400217 Tree=9880 num_leaves=4 num_cat=0 split_feature=42 156 33 split_gain=2.01632 3.27073 1.86478 threshold=-1.0000000180025095e-35 0.050840000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016775144113653717 -0.023162679479878275 0.011869493724673472 0.0018906558045863121 leaf_weight=6.1437151410959796 1.1513921727892 2.1702882412960207 61.764703036389392 leaf_count=762 35 73 2194 internal_value=0 -0.00923938 0.00139184 internal_weight=0 8.314 62.9161 internal_count=3064 835 2229 is_linear=0 shrinkage=0.0204111 Tree=9881 num_leaves=4 num_cat=0 split_feature=43 43 3 split_gain=1.20153 2.00557 1.70297 threshold=-0.090299999999999991 -0.083844999999999989 -0.16935999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012525069386388948 0.013463138808494318 -0.00031627242631268848 -0.0088319559051083033 leaf_weight=1.6965406119707029 4.6751775048157915 54.439021889194237 11.467604113534206 leaf_count=19 237 2319 519 internal_value=0 0.000796895 -0.00599713 internal_weight=0 59.1142 13.1641 internal_count=3094 2556 538 is_linear=0 shrinkage=0.0204111 Tree=9882 num_leaves=3 num_cat=0 split_feature=31 50 split_gain=1.26782 1.16664 threshold=-1.0000000180025095e-35 0.14262000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020636977066428464 0.00093822530330274945 -0.0203999993351116 leaf_weight=1.2312929959207384 72.313453153230284 0.9715632308923422 leaf_count=81 2974 43 internal_value=0 0.000624649 internal_weight=0 73.285 internal_count=3098 3017 is_linear=0 shrinkage=0.0204111 Tree=9883 num_leaves=4 num_cat=0 split_feature=52 49 52 split_gain=1.1096 3.51984 2.95517 threshold=0.084805000000000019 0.13588500000000003 0.077655000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.8035824184957291e-05 -0.00016400020383704891 0.00039916165129434716 0.00040715246962060025 leaf_weight=57.295314787886127 12.349941341223255 1.9648436599554759 3.1955448506923849 leaf_count=2039 948 33 66 internal_value=0 -8.42027e-05 3.93059e-05 internal_weight=0 14.3148 60.4909 internal_count=3086 981 2105 is_linear=0 shrinkage=0.000400217 Tree=9884 num_leaves=3 num_cat=0 split_feature=124 4 split_gain=1.59447 1.58614 threshold=0.11158000000000001 0.27150500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.6409548491894388e-05 0.0003631717246407314 0.00015203267682225311 leaf_weight=60.31911708144014 1.9793244905158633 10.40035134552272 leaf_count=2717 28 351 internal_value=0 8.56356e-06 internal_weight=0 70.7195 internal_count=3096 3068 is_linear=0 shrinkage=0.000400217 Tree=9885 num_leaves=4 num_cat=0 split_feature=13 52 13 split_gain=1.61321 2.29748 2.1193 threshold=-0.090899999999999995 0.11628500000000001 -0.083529999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012593233386008103 -0.00033353668982594913 -0.0003191377715108856 -3.5108058727975638e-05 leaf_weight=16.827201187181348 4.0354952112629681 1.9788748733426462 47.629237145441607 leaf_count=404 468 89 2121 internal_value=0 7.7488e-05 -5.9089e-05 internal_weight=0 18.8061 51.6647 internal_count=3082 493 2589 is_linear=0 shrinkage=0.000400217 Tree=9886 num_leaves=4 num_cat=0 split_feature=2 0 160 split_gain=1.50185 2.19439 1.22478 threshold=0.097925000000000012 -0.073194999999999982 0.084100000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.005797742475918446 0.0014828481028665711 0.0040014425544114733 0.012069925513168607 leaf_weight=28.007900787028802 23.836542157058265 14.298557091176916 5.5276285384443318 leaf_count=1799 791 390 146 internal_value=0 -0.00248404 0.00351408 internal_weight=0 42.3065 29.3642 internal_count=3126 2189 937 is_linear=0 shrinkage=0.0204111 Tree=9887 num_leaves=4 num_cat=0 split_feature=4 160 39 split_gain=2.1351 1.54892 0.707299 threshold=-0.49977499999999991 -0.091964999999999977 0.085505000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022534684078032784 -0.0094196934031472342 0.0016322373833042988 -0.0011535495361282096 leaf_weight=2.1500676284013021 5.6550602494435216 62.904595675891869 0.91900628129951645 leaf_count=120 437 2504 17 internal_value=0 0.00070676 -0.0163983 internal_weight=0 68.5597 3.06907 internal_count=3078 2941 137 is_linear=0 shrinkage=0.0204111 Tree=9888 num_leaves=3 num_cat=0 split_feature=38 1 split_gain=1.27067 1.27365 threshold=-0.084114999999999981 0.088975000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041270495257838207 -8.1795557065221234e-05 2.4737355654951254e-05 leaf_weight=0.97558522218605404 32.535617268815486 39.911111709024226 leaf_count=7 1892 1195 internal_value=0 -2.31587e-05 internal_weight=0 72.4467 internal_count=3094 3087 is_linear=0 shrinkage=0.000400217 Tree=9889 num_leaves=4 num_cat=0 split_feature=42 39 40 split_gain=1.66356 2.15017 0.985235 threshold=-0.094359999999999986 0.0047850000000000011 0.10666500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037215607954191299 -2.9473142928975046e-05 0.00018687803389048124 0.00014129656103133387 leaf_weight=2.9774269913278881 57.932270896466434 8.3138962236289426 0.67922222055494774 leaf_count=250 2491 323 6 internal_value=0 -2.05155e-06 -0.000275418 internal_weight=0 66.2462 3.65665 internal_count=3070 2814 256 is_linear=0 shrinkage=0.000400217 Tree=9890 num_leaves=3 num_cat=0 split_feature=45 14 split_gain=1.14932 1.87059 threshold=-0.080134999999999984 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019576248174656558 0.00034479486712138413 -0.026460407142381615 leaf_weight=1.1511604906991113 71.16660341114391 0.98940230395282824 leaf_count=15 2992 87 internal_value=0 -6.31845e-05 internal_weight=0 72.156 internal_count=3094 3079 is_linear=0 shrinkage=0.0204111 Tree=9891 num_leaves=4 num_cat=0 split_feature=43 0 16 split_gain=1.65403 2.15936 1.03519 threshold=-0.19537999999999997 0.21217000000000003 -0.27157999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046952605546623193 -5.982754761063919e-06 -0.00048629468972115315 0.00010270836655332852 leaf_weight=1.4452967422839718 63.816080509534231 1.4234270504894073 6.4241445937650488 leaf_count=21 2871 16 177 internal_value=0 -1.72777e-05 0.00017572 internal_weight=0 65.2395 7.86944 internal_count=3085 2887 198 is_linear=0 shrinkage=0.000400217 Tree=9892 num_leaves=3 num_cat=0 split_feature=453 13 split_gain=1.34946 1.23032 threshold=0.10097500000000002 -0.5318799999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013007742207583802 -0.021064689411909886 0.0015436820242615188 leaf_weight=2.3935810360271708 1.0551302329404268 71.877270413539463 leaf_count=38 21 3065 internal_value=0 0.00105585 internal_weight=0 74.2709 internal_count=3124 3103 is_linear=0 shrinkage=0.0204111 Tree=9893 num_leaves=4 num_cat=0 split_feature=42 160 43 split_gain=1.45851 2.5555 1.49225 threshold=-1.0000000180025095e-35 -0.073574999999999988 -0.50405999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023668699831446514 0.00032857884452882637 -0.00028152207649024223 -4.3363263533269265e-07 leaf_weight=1.881554967489137 2.1771667446009806 6.5694065430620849 62.327759183196349 leaf_count=118 21 711 2216 internal_value=0 -0.00016456 1.12213e-05 internal_weight=0 8.45096 64.5049 internal_count=3066 829 2237 is_linear=0 shrinkage=0.000400217 Tree=9894 num_leaves=4 num_cat=0 split_feature=42 160 33 split_gain=1.63181 2.40345 1.65829 threshold=-1.0000000180025095e-35 -0.073574999999999988 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012332334482881457 -0.022011649452010392 -0.013762255534867625 0.0017096481756756279 leaf_weight=1.7800688884523195 1.1402538141701359 6.7143408514816638 63.595075849380692 leaf_count=117 40 734 2219 internal_value=0 -0.00820463 0.00125453 internal_weight=0 8.49441 64.7353 internal_count=3110 851 2259 is_linear=0 shrinkage=0.0204111 Tree=9895 num_leaves=3 num_cat=0 split_feature=31 160 split_gain=1.1488 1.10165 threshold=-1.0000000180025095e-35 -0.40187499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019690874584503228 -0.02032962539824883 -0.00071084660647501203 leaf_weight=1.0186768013627432 1.1015657809473385 69.530864867270111 leaf_count=92 239 2780 internal_value=0 -0.00104851 internal_weight=0 70.6324 internal_count=3111 3019 is_linear=0 shrinkage=0.0204111 Tree=9896 num_leaves=3 num_cat=0 split_feature=10 11 split_gain=1.32108 1.67479 threshold=0.08302000000000001 0.088315000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.8274892291033012e-05 0.019360133186967367 -0.016225823594320361 leaf_weight=68.706175600602819 1.2858412013556506 2.6617264164351573 leaf_count=2914 66 103 internal_value=0 -0.000676102 internal_weight=0 71.3679 internal_count=3083 3017 is_linear=0 shrinkage=0.0204111 Tree=9897 num_leaves=4 num_cat=0 split_feature=51 130 48 split_gain=1.09977 1.38976 0.482367 threshold=0.14897000000000002 -0.10152499999999999 0.13342000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043066219529664382 -0.0004914211435760906 2.1079625034466366e-05 -4.6066112049383737e-05 leaf_weight=0.99655733743565988 0.88589420430389398 68.588527086822069 0.68051782390102744 leaf_count=69 65 2904 22 internal_value=0 1.39286e-05 -0.00031392 internal_weight=0 69.5851 1.56641 internal_count=3060 2973 87 is_linear=0 shrinkage=0.000400217 Tree=9898 num_leaves=3 num_cat=0 split_feature=43 13 split_gain=1.63581 1.41513 threshold=-0.50992999999999988 -0.083999999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013970409485378218 0.002542386226766489 -0.0037683302829982371 leaf_weight=2.778006138309137 21.865909848560705 45.316979658439436 leaf_count=45 931 2137 internal_value=0 -0.00171358 internal_weight=0 67.1829 internal_count=3113 3068 is_linear=0 shrinkage=0.0204111 Tree=9899 num_leaves=3 num_cat=0 split_feature=149 13 split_gain=1.39257 1.45398 threshold=0.11234000000000001 -0.5318799999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016820298467150527 -0.024013031638564681 2.2115078869185357e-05 leaf_weight=2.0917950018483671 0.95332135826174536 68.842716596129662 leaf_count=39 16 3077 internal_value=0 -0.000500278 internal_weight=0 70.9345 internal_count=3132 3116 is_linear=0 shrinkage=0.0204111 Tree=9900 num_leaves=4 num_cat=0 split_feature=16 16 49 split_gain=1.75244 3.48924 1.77041 threshold=-0.066844999999999988 -0.008454999999999999 0.27772500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.2445447247779475e-05 -0.00030139442139097048 5.808505163323374e-06 -0.00036551511341409779 leaf_weight=36.290099509463062 7.3725393172724116 28.348529756866355 1.3608129085041571 leaf_count=1515 456 1057 26 internal_value=0 -5.83393e-05 6.52191e-05 internal_weight=0 35.7211 37.6509 internal_count=3054 1513 1541 is_linear=0 shrinkage=0.000400217 Tree=9901 num_leaves=4 num_cat=0 split_feature=3 13 15 split_gain=1.21197 1.40543 0.258506 threshold=0.30991000000000007 -0.5318799999999998 -0.20388499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047415030756047861 9.4947412589253884e-05 1.8847696625701217e-05 0.000381870145781035 leaf_weight=0.82651560174417582 0.84045848213281749 71.164669150821624 1.6177653395425284 leaf_count=8 59 2923 64 internal_value=0 1.24602e-05 0.000292182 internal_weight=0 71.9912 2.45822 internal_count=3054 2931 123 is_linear=0 shrinkage=0.000400217 Tree=9902 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=1.8987 2.34579 1.38377 threshold=0.085880000000000026 -0.07087499999999998 0.097915000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011754412220928809 0.0034499057048792458 0.00043772873448828385 -0.0043411493036848775 leaf_weight=13.28291146728475 31.699475596133652 12.896671409629105 13.432405044501136 leaf_count=1446 1042 324 288 internal_value=0 -0.00577199 0.00112608 internal_weight=0 26.1796 45.1319 internal_count=3100 1770 1330 is_linear=0 shrinkage=0.0204111 Tree=9903 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=1.49457 1.53281 0.613015 threshold=0.13662500000000002 0.11596500000000001 -0.061024999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00083523678111552854 0.020618162842334906 -0.014760655929793771 0.0046629702816121908 leaf_weight=65.447243208961936 1.9837422859382057 2.6230028217520376 2.0876421905741145 leaf_count=2752 118 127 64 internal_value=0 0.000211015 0.0127808 internal_weight=0 68.0702 4.07138 internal_count=3061 2879 182 is_linear=0 shrinkage=0.0204111 Tree=9904 num_leaves=4 num_cat=0 split_feature=15 151 149 split_gain=1.59212 2.1017 1.34646 threshold=0.076335000000000014 0.17426500000000003 0.10096000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.3287486169046599e-05 -0.00020603688624003228 0.00042621300464838687 -0.00037659773612676447 leaf_weight=59.388744110932976 9.7583263643746214 0.81651862299259015 1.2681589526182495 leaf_count=1933 1150 7 32 internal_value=0 -0.000153265 1.42486e-05 internal_weight=0 10.5748 60.6569 internal_count=3122 1157 1965 is_linear=0 shrinkage=0.000400217 Tree=9905 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.43181 1.55239 threshold=-0.5318799999999998 -0.52153499999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035958358549148837 0.00045415001569116176 -1.5737674334912222e-05 leaf_weight=1.7948262816789782 1.0330391413954192 68.464012170436604 leaf_count=32 10 3063 internal_value=0 -8.03375e-06 internal_weight=0 69.4971 internal_count=3105 3073 is_linear=0 shrinkage=0.000400217 Tree=9906 num_leaves=4 num_cat=0 split_feature=457 1213 49 split_gain=1.33836 1.46486 1.02455 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0058299999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029445192785381894 -0.00027617995817866899 2.9157979941705634e-05 8.6735036400982504e-05 leaf_weight=3.888607806440632 2.5083330155175636 63.754652964468505 1.5140190631645953 leaf_count=203 470 2377 56 internal_value=0 1.71533e-05 -0.000188037 internal_weight=0 66.263 5.40263 internal_count=3106 2847 259 is_linear=0 shrinkage=0.000400217 Tree=9907 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.1995 1.36179 threshold=-0.42985499999999993 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037493660927562542 0.0003690731357895694 2.997268919327538e-06 leaf_weight=1.1970007314848761 1.5556593397050154 67.986885899696745 leaf_count=281 28 2775 internal_value=0 1.17665e-05 internal_weight=0 69.5425 internal_count=3084 2803 is_linear=0 shrinkage=0.000400217 Tree=9908 num_leaves=4 num_cat=0 split_feature=480 1374 15 split_gain=1.20152 1.19956 0.478694 threshold=0.086640000000000009 0.089520000000000016 -0.46645999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013727906866380316 0.0038089615732027743 -0.017156447873141866 -0.020808911418170029 leaf_weight=69.862349699184165 0.38224214687943447 1.3748711502485083 1.3810011348962223 leaf_count=2815 10 61 199 internal_value=0 0.000988816 -0.0155634 internal_weight=0 71.2372 1.76324 internal_count=3085 2876 209 is_linear=0 shrinkage=0.0204111 Tree=9909 num_leaves=3 num_cat=0 split_feature=38 0 split_gain=1.42883 1.46357 threshold=0.10386000000000002 0.24295000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.3561245849297225e-06 -0.0003630425424838816 0.00032772965020621197 leaf_weight=69.015049537186428 1.5552613739564538 2.1613297732546917 leaf_count=3040 36 15 internal_value=0 1.17659e-05 internal_weight=0 71.1764 internal_count=3091 3055 is_linear=0 shrinkage=0.000400217 Tree=9910 num_leaves=4 num_cat=0 split_feature=160 1 160 split_gain=1.28141 1.20582 0.153345 threshold=0.13447000000000003 0.11584000000000001 0.41229500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001010146252868117 -0.02246616028670358 0.0059751931079580203 -0.0059269517072841563 leaf_weight=56.553965820174426 1.0293068750461305 12.469373079180512 0.42105236400720958 leaf_count=2542 61 399 75 internal_value=0 0.00025942 -0.0184336 internal_weight=0 69.0233 1.45036 internal_count=3077 2941 136 is_linear=0 shrinkage=0.0204111 Tree=9911 num_leaves=3 num_cat=0 split_feature=1212 156 split_gain=1.07843 1.09731 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037419263670054653 -0.00037340919125350517 3.4499252099676132e-05 leaf_weight=0.96762683415522488 0.96016188527050772 74.16822023746272 leaf_count=219 154 2737 internal_value=0 2.87381e-05 internal_weight=0 75.1284 internal_count=3110 2891 is_linear=0 shrinkage=0.000400217 Tree=9912 num_leaves=3 num_cat=0 split_feature=33 1447 split_gain=1.85163 1.23123 threshold=-1.0000000180025095e-35 -0.092374999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050710180882898137 0.00040036099854523098 -9.8721983685486242e-06 leaf_weight=1.0742913860594843 1.0804785202290066 67.718373146563295 leaf_count=38 50 2975 internal_value=0 -2.78948e-06 internal_weight=0 68.7989 internal_count=3063 3025 is_linear=0 shrinkage=0.000400217 Tree=9913 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=1.03556 1.70523 threshold=-0.51586999999999994 -0.41304999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019158522504432327 0.017643444005717629 -0.00097579319264508161 leaf_weight=1.1397169672009102 1.9991944472239982 69.822975252257493 leaf_count=225 88 2845 internal_value=0 -0.000430864 internal_weight=0 71.8222 internal_count=3158 2933 is_linear=0 shrinkage=0.0204111 Tree=9914 num_leaves=4 num_cat=0 split_feature=1 13 0 split_gain=1.50081 2.01876 1.44962 threshold=0.087515000000000023 0.17936000000000002 -0.087664999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6434205979440119e-05 0.00010577567182265111 -0.00044178326618830237 -4.5888964889415998e-05 leaf_weight=29.725925019109471 27.739798040418918 1.998100837916353 15.751465099649065 leaf_count=1754 478 97 800 internal_value=0 -6.34286e-05 5.08697e-05 internal_weight=0 31.724 43.4913 internal_count=3129 1851 1278 is_linear=0 shrinkage=0.000400217 Tree=9915 num_leaves=4 num_cat=0 split_feature=456 42 2 split_gain=1.16434 1.19807 0.598641 threshold=0.087495000000000003 -0.40652499999999997 0.11462500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045223733896874324 -0.00036069540385696151 4.3911527146003871e-05 5.0017478542215395e-05 leaf_weight=0.67675683487323013 1.7014258758417775 72.422065873043266 0.7918811142008052 leaf_count=8 128 2915 35 internal_value=0 3.86335e-05 -0.000233708 internal_weight=0 73.0988 2.49331 internal_count=3086 2923 163 is_linear=0 shrinkage=0.000400217 Tree=9916 num_leaves=3 num_cat=0 split_feature=0 48 split_gain=1.82308 1.55609 threshold=0.15398500000000004 -0.032929999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01111145418218709 -0.013449140241101939 4.4532227713368054e-06 leaf_weight=5.6213373723730902 3.7683381962488047 62.99306389463402 leaf_count=170 55 2857 internal_value=0 0.000931031 internal_weight=0 68.6144 internal_count=3082 3027 is_linear=0 shrinkage=0.0204111 Tree=9917 num_leaves=4 num_cat=0 split_feature=1429 148 157 split_gain=1.38032 1.21058 0.0746986 threshold=-1.0000000180025095e-35 -0.084284999999999985 -0.089134999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0074614764312783913 -0.014152307816404371 0.0013679413903638976 -0.025563446613211388 leaf_weight=0.24154819111834058 2.0455150729521838 71.225898057523182 0.72963809946577285 leaf_count=45 84 2874 96 internal_value=0 0.000913731 -0.0222979 internal_weight=0 73.2714 0.971186 internal_count=3099 2958 141 is_linear=0 shrinkage=0.0204111 Tree=9918 num_leaves=4 num_cat=0 split_feature=3 0 47 split_gain=1.57499 2.8572 1.19241 threshold=-0.097724999999999992 -0.087944999999999982 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.8141067043795846e-05 5.0658545990317602e-05 -0.00014391556911370077 0.00030887040389258527 leaf_weight=15.738109549865614 30.296461566624657 19.958307473241121 3.6777524991193777 leaf_count=390 905 1702 49 internal_value=0 -2.67633e-05 0.000107133 internal_weight=0 50.2548 19.4159 internal_count=3046 2607 439 is_linear=0 shrinkage=0.000400217 Tree=9919 num_leaves=4 num_cat=0 split_feature=159 13 157 split_gain=1.50368 1.2254 0.568278 threshold=0.11259000000000001 -0.09194999999999999 -0.057789999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011885272674679587 6.2408407955520822e-05 -1.994321017423771e-06 -0.00044510602104652934 leaf_weight=17.741906675728387 0.4284151511346862 54.348935759892242 1.3980568684455636 leaf_count=442 49 2502 110 internal_value=0 2.78849e-05 -0.000329335 internal_weight=0 72.0908 1.82647 internal_count=3103 2944 159 is_linear=0 shrinkage=0.000400217 Tree=9920 num_leaves=4 num_cat=0 split_feature=48 0 51 split_gain=1.61517 1.95379 1.94496 threshold=0.12879500000000002 -0.15127999999999997 0.13669500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9951009440180927e-05 -0.00049477097357973577 5.1379479827417041e-05 -0.00039322286601785436 leaf_weight=67.607527852463818 1.9439740276443442 2.1036959433786242 1.5132051331418086 leaf_count=2937 27 78 96 internal_value=0 -0.000217178 3.96287e-05 internal_weight=0 4.04767 69.1207 internal_count=3138 105 3033 is_linear=0 shrinkage=0.000400217 Tree=9921 num_leaves=3 num_cat=0 split_feature=156 42 split_gain=1.18555 1.29665 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037937454091108337 -0.00011604578608443739 4.3404178234744516e-05 leaf_weight=1.0830889705282505 9.2888526811098 62.35909499327272 leaf_count=172 811 2081 internal_value=0 2.25834e-05 internal_weight=0 71.6479 internal_count=3064 2892 is_linear=0 shrinkage=0.000400217 Tree=9922 num_leaves=3 num_cat=0 split_feature=1373 1373 split_gain=1.06247 1.50377 threshold=0.099250000000000019 0.087970000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00068274155225151682 -0.018652819139131069 0.021773481520153428 leaf_weight=71.265789205517763 1.040587511150078 1.3251086667878542 leaf_count=3039 27 23 internal_value=0 0.00110068 internal_weight=0 72.5909 internal_count=3089 3062 is_linear=0 shrinkage=0.0204111 Tree=9923 num_leaves=3 num_cat=0 split_feature=156 483 split_gain=1.11276 1.12995 threshold=-1.0000000180025095e-35 0.0015150000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019263766939481976 0.0018349930189807899 -0.0096771902727354631 leaf_weight=1.0085065801821418 68.087396326069893 3.6366654848713997 leaf_count=155 2571 336 internal_value=0 0.00123711 internal_weight=0 71.7241 internal_count=3062 2907 is_linear=0 shrinkage=0.0204111 Tree=9924 num_leaves=3 num_cat=0 split_feature=1375 480 split_gain=1.94243 1.53736 threshold=-0.43271999999999994 0.086640000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053140514919137029 2.1043355641487348e-05 -0.00036951966424748054 leaf_weight=0.95662629748767258 70.686015428625865 1.5401157002074786 leaf_count=11 2894 201 internal_value=0 1.21561e-05 internal_weight=0 72.2261 internal_count=3106 3095 is_linear=0 shrinkage=0.000400217 Tree=9925 num_leaves=4 num_cat=0 split_feature=51 48 47 split_gain=1.38402 1.62132 1.5064 threshold=0.053845000000000011 0.093225000000000016 0.11669500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.0146768263517805e-05 6.4386936565816954e-06 0.00027638606845279871 -0.00027206074937376987 leaf_weight=51.642233183393046 11.012662521970585 5.1606113313900996 3.9947102973046631 leaf_count=2514 354 125 104 internal_value=0 9.38823e-05 -3.87442e-05 internal_weight=0 16.1733 55.6369 internal_count=3097 479 2618 is_linear=0 shrinkage=0.000400217 Tree=9926 num_leaves=4 num_cat=0 split_feature=14 3 0 split_gain=1.78946 2.14146 1.64459 threshold=-0.10523499999999998 0.30991000000000007 -0.13112499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025891333667732708 -0.0009879221218400075 0.0198071841447355 0.0019709232206540275 leaf_weight=2.1290596745384396 66.83346473107872 2.0167710555651857 1.4314413221218263 leaf_count=41 2869 99 97 internal_value=0 -0.000347619 -0.0149712 internal_weight=0 68.8502 3.5605 internal_count=3106 2968 138 is_linear=0 shrinkage=0.0204111 Tree=9927 num_leaves=3 num_cat=0 split_feature=0 128 split_gain=1.48708 1.52336 threshold=0.21217000000000003 0.081680000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00068295679520204492 -0.017235504799100541 -0.018132672790988368 leaf_weight=71.348165015081577 1.9816269749280753 1.7268362829208843 leaf_count=2850 21 224 internal_value=0 0.000211264 internal_weight=0 73.075 internal_count=3095 3074 is_linear=0 shrinkage=0.0204111 Tree=9928 num_leaves=3 num_cat=0 split_feature=1375 160 split_gain=1.8489 1.29929 threshold=-0.43271999999999994 -0.25833999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050606634536656055 -0.00039460337548287861 2.6298055934545425e-05 leaf_weight=0.97709367947322689 1.0828177887889285 70.725441273016713 leaf_count=15 255 2755 internal_value=0 1.93467e-05 internal_weight=0 71.8083 internal_count=3025 3010 is_linear=0 shrinkage=0.000400217 Tree=9929 num_leaves=3 num_cat=0 split_feature=1447 1447 split_gain=1.25945 1.20499 threshold=-0.092374999999999985 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020032403077600739 -0.016342739770314342 -0.00043280976853397771 leaf_weight=1.108084197132938 1.9287159156438054 70.804709842355464 leaf_count=46 259 2811 internal_value=0 -0.000879174 internal_weight=0 72.7334 internal_count=3116 3070 is_linear=0 shrinkage=0.0204111 Tree=9930 num_leaves=4 num_cat=0 split_feature=2 48 4 split_gain=1.35868 1.84994 0.0239417 threshold=0.15412000000000003 0.12879500000000002 0.065755000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7377466590978948e-06 0.00038985595881160584 -0.00031190923500202763 0.00021433968538668436 leaf_weight=67.074007049973943 0.9303406082362915 3.2285081817713026 0.80913102008162241 leaf_count=2917 38 78 60 internal_value=0 -2.12259e-05 0.000326113 internal_weight=0 70.3025 1.73947 internal_count=3093 2995 98 is_linear=0 shrinkage=0.000400217 Tree=9931 num_leaves=3 num_cat=0 split_feature=42 52 split_gain=1.50052 1.24786 threshold=-0.24552499999999997 -0.048794999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044211215458985441 6.1088551613662037e-05 -4.6840848598452384e-05 leaf_weight=1.1823537376185402 26.928047902769094 46.844319722379169 leaf_count=22 936 2156 internal_value=0 -7.41208e-06 internal_weight=0 73.7724 internal_count=3114 3092 is_linear=0 shrinkage=0.000400217 Tree=9932 num_leaves=4 num_cat=0 split_feature=131 132 12 split_gain=2.17158 1.32875 1.1353 threshold=0.092255000000000018 0.08018500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066591378194472855 0.0060338850303976576 0.0096909794757748975 -0.021766789935153765 leaf_weight=63.569084942413042 0.72259941211814327 5.5040015670219864 2.7889511951616432 leaf_count=2580 43 196 303 internal_value=0 0.00017371 -0.0160363 internal_weight=0 69.0731 3.51155 internal_count=3122 2776 346 is_linear=0 shrinkage=0.0204111 Tree=9933 num_leaves=3 num_cat=0 split_feature=2 11 split_gain=1.36983 1.36252 threshold=-0.16156999999999996 0.088315000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029266224446977451 2.3952405823465686e-06 -0.00028568105101111247 leaf_weight=2.3878705237511886 67.492489291841707 2.6243679057151885 leaf_count=68 2917 99 internal_value=0 -8.8253e-06 internal_weight=0 70.1169 internal_count=3084 3016 is_linear=0 shrinkage=0.000400217 Tree=9934 num_leaves=3 num_cat=0 split_feature=151 147 split_gain=1.41862 1.48631 threshold=-0.40941499999999992 0.088565000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003780144983661523 1.6465640109634469e-05 0.0002602343893605427 leaf_weight=1.2743047117705817 68.595935402884834 4.1444360114292058 leaf_count=68 2897 131 internal_value=0 3.07332e-05 internal_weight=0 72.7404 internal_count=3096 3028 is_linear=0 shrinkage=0.000400217 Tree=9935 num_leaves=3 num_cat=0 split_feature=149 4 split_gain=1.49453 1.51312 threshold=0.11234000000000001 0.17888000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00082073900360711224 -0.021913283563086534 0.0061780212127656104 leaf_weight=54.729617838051922 1.113163975169299 16.706391406867624 leaf_count=2621 18 445 internal_value=0 0.000823134 internal_weight=0 71.436 internal_count=3084 3066 is_linear=0 shrinkage=0.0204111 Tree=9936 num_leaves=4 num_cat=0 split_feature=150 3 42 split_gain=1.44964 1.72135 1.26821 threshold=0.082085000000000019 -0.52337999999999985 0.085405000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019070307051260341 0.0082900128160853376 -0.0017214471216711162 -0.006191836055499369 leaf_weight=1.5992839721729968 13.92016122349378 54.437990430860509 2.9843075704920912 leaf_count=14 264 2703 128 internal_value=0 -0.00109121 0.00570947 internal_weight=0 56.0373 16.9045 internal_count=3109 2717 392 is_linear=0 shrinkage=0.0204111 Tree=9937 num_leaves=3 num_cat=0 split_feature=0 47 split_gain=1.15279 1.39038 threshold=0.18055000000000002 0.086425000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.9892031307828961e-05 0.00021734099955467715 -0.00011984621987729102 leaf_weight=57.603097235082487 3.7278425730983136 14.102297417134649 leaf_count=2650 35 387 internal_value=0 -7.73429e-06 internal_weight=0 71.7054 internal_count=3072 3037 is_linear=0 shrinkage=0.000400217 Tree=9938 num_leaves=4 num_cat=0 split_feature=12 15 16 split_gain=1.85046 2.59467 1.85234 threshold=0.093185000000000004 0.082805000000000004 -0.24404999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1510283118424581e-05 0.00024191737454238172 -0.00033181885831295863 -1.469330799298652e-05 leaf_weight=50.669944259857061 7.9732805710450547 4.6081766947274891 10.150217015923543 leaf_count=1483 105 728 737 internal_value=0 -4.79971e-05 9.89926e-05 internal_weight=0 55.2781 18.1235 internal_count=3053 2211 842 is_linear=0 shrinkage=0.000400217 Tree=9939 num_leaves=4 num_cat=0 split_feature=12 2 149 split_gain=2.15223 2.22137 1.79527 threshold=0.099610000000000018 0.083110000000000017 0.11358500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011309474411868254 -0.00025560575054532945 6.6815929132989734e-05 0.00039360564859424585 leaf_weight=14.121981744505318 7.1089884161677892 48.204683305228286 0.65378525853157032 leaf_count=727 462 1939 2 internal_value=0 2.5922e-05 -0.00019611 internal_weight=0 62.3267 7.76277 internal_count=3130 2666 464 is_linear=0 shrinkage=0.000400217 Tree=9940 num_leaves=4 num_cat=0 split_feature=42 156 133 split_gain=1.16242 1.67685 1.07933 threshold=-1.0000000180025095e-35 0.050840000000000003 0.094310000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012172620031173077 0.0013690580650363425 0.010119752845148827 -0.011186755011667394 leaf_weight=6.3859676568700916 59.293665910725394 1.7017913970676088 2.8846763739998087 leaf_count=763 1872 67 376 internal_value=0 -0.00740782 0.000767488 internal_weight=0 8.08776 62.1783 internal_count=3078 830 2248 is_linear=0 shrinkage=0.0204111 Tree=9941 num_leaves=4 num_cat=0 split_feature=484 160 457 split_gain=1.40716 1.55102 1.42913 threshold=-0.0048899999999999994 -0.088999999999999982 -0.0024349999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012912396876376585 -0.0084131036758521207 -0.016855773177158216 0.0031634124053996865 leaf_weight=0.86002251643367378 4.6575597608170929 3.0181596985396473 65.754553533128501 leaf_count=76 154 410 2469 internal_value=0 -0.0100773 0.00238552 internal_weight=0 3.87818 70.4121 internal_count=3109 486 2623 is_linear=0 shrinkage=0.0204111 Tree=9942 num_leaves=4 num_cat=0 split_feature=16 42 13 split_gain=1.6006 1.7999 1.75905 threshold=0.15990000000000001 0.095465000000000008 0.16080000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.7125458444772475e-05 -0.00022973229384579751 0.00017169526478790721 -0.00030468308982733972 leaf_weight=57.176810974346722 8.3510277438926988 2.1802036341814519 2.4061429666139693 leaf_count=2443 404 89 136 internal_value=0 -0.000145696 2.27766e-05 internal_weight=0 10.5312 59.583 internal_count=3072 493 2579 is_linear=0 shrinkage=0.000400217 Tree=9943 num_leaves=4 num_cat=0 split_feature=124 124 3 split_gain=1.71024 1.23875 1.23806 threshold=-0.061329999999999989 -0.43954999999999994 -0.12077499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010267456395513762 0.0042478768261819278 0.013576034529368551 -0.0023639547390858179 leaf_weight=0.99207109720009601 15.170561254657512 5.6611339278751975 51.679444002025207 leaf_count=19 326 222 2499 internal_value=0 0.0099096 -0.000858909 internal_weight=0 6.65321 66.85 internal_count=3066 241 2825 is_linear=0 shrinkage=0.0204111 Tree=9944 num_leaves=3 num_cat=0 split_feature=38 403 split_gain=1.24373 1.11041 threshold=-0.084114999999999981 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022985971826754489 -0.017078550183245677 0.00079728190793508481 leaf_weight=0.92197189835132931 1.3651369787673946 72.834655752312528 leaf_count=6 375 2713 internal_value=0 0.000443163 internal_weight=0 74.1998 internal_count=3094 3088 is_linear=0 shrinkage=0.0204111 Tree=9945 num_leaves=4 num_cat=0 split_feature=43 1429 159 split_gain=1.22207 1.80196 1.72803 threshold=-0.053524999999999996 0.084920000000000009 -0.032069999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031895353586618456 -6.6507100168916719e-05 0.00025674019580221817 8.8339639950858035e-05 leaf_weight=1.6748312784903898 41.481067754278683 2.8493059195116066 25.699887443080343 leaf_count=261 1590 84 1126 internal_value=0 -4.51361e-05 6.2223e-05 internal_weight=0 44.3304 27.3747 internal_count=3061 1674 1387 is_linear=0 shrinkage=0.000400217 Tree=9946 num_leaves=4 num_cat=0 split_feature=128 3 2 split_gain=1.34732 1.39218 0.145234 threshold=0.085185000000000025 -0.48702499999999999 0.11228 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032374463191385067 -0.00040186386277566203 2.0226859924771346e-05 -6.9749475477360432e-05 leaf_weight=1.8257432595710259 1.3064272993883594 68.927079069521938 0.31051525840302918 leaf_count=34 191 2822 27 internal_value=0 1.08533e-05 -0.000346733 internal_weight=0 70.7528 1.61694 internal_count=3074 2856 218 is_linear=0 shrinkage=0.000400217 Tree=9947 num_leaves=4 num_cat=0 split_feature=42 132 42 split_gain=1.40877 1.78382 1.34184 threshold=-0.108275 0.087505000000000013 -0.10509499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022754201041510921 0.025888054535391333 0.014970653970005169 -0.00031846176166186414 leaf_weight=2.2023182894844235 0.71149438468273629 0.58925922843627621 70.577721133815658 leaf_count=168 7 16 2888 internal_value=0 -0.0145208 -1.67242e-05 internal_weight=0 2.79158 71.2892 internal_count=3079 184 2895 is_linear=0 shrinkage=0.0204111 Tree=9948 num_leaves=4 num_cat=0 split_feature=403 159 2 split_gain=1.20041 1.08577 0.33475 threshold=0.08888500000000002 0.10516000000000002 0.10912000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0009585306012567335 -0.020443512027253398 -0.011032959748693795 0.0015572423058985848 leaf_weight=66.213892940088158 1.3906502072316005 3.1905510116584983 0.33776747242700356 leaf_count=2580 233 244 38 internal_value=0 0.000390394 -0.016311 internal_weight=0 69.4044 1.72842 internal_count=3095 2824 271 is_linear=0 shrinkage=0.0204111 Tree=9949 num_leaves=4 num_cat=0 split_feature=484 13 160 split_gain=1.5567 1.85783 1.75648 threshold=-0.0048899999999999994 -0.51961499999999983 -0.088999999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023158312046945003 -0.00032146700597353203 3.4631818807827951e-05 -0.00038769953539747844 leaf_weight=0.89013606283015212 2.3190926531970026 67.879930678922847 2.8649657424891748 leaf_count=74 51 2624 410 internal_value=0 2.23746e-05 -0.000238446 internal_weight=0 70.199 3.7551 internal_count=3159 2675 484 is_linear=0 shrinkage=0.000400217 Tree=9950 num_leaves=4 num_cat=0 split_feature=4 11 47 split_gain=1.49069 2.22293 2.03984 threshold=0.27150500000000005 0.077165000000000025 0.11861000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013989239540597101 0.010755689439929496 -0.020769303659853005 -0.015439352742264023 leaf_weight=59.849465711532162 9.2791276303742034 2.1463362069684981 1.3262580400332797 leaf_count=2538 335 166 23 internal_value=0 -0.000890252 0.00735279 internal_weight=0 61.9958 10.6054 internal_count=3062 2704 358 is_linear=0 shrinkage=0.0204111 Tree=9951 num_leaves=4 num_cat=0 split_feature=3 43 2 split_gain=1.16867 1.34626 0.979495 threshold=0.17769000000000004 -0.084004999999999982 0.11959500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.003719601429676242 0.0150768542375637 -0.0028970919449192636 -0.004922410754751797 leaf_weight=17.574645248814591 3.3758180215954772 46.398760906617099 1.3778678568742178 leaf_count=754 65 2184 74 internal_value=0 -0.00107604 0.00930014 internal_weight=0 63.9734 4.75369 internal_count=3077 2938 139 is_linear=0 shrinkage=0.0204111 Tree=9952 num_leaves=4 num_cat=0 split_feature=133 1456 15 split_gain=1.3402 1.31176 0.242648 threshold=0.11253500000000001 1.0000000180025095e-35 -0.13763499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0628180773583947e-05 0.00013365555599052979 -0.00031210277225349631 -0.00041725840200269854 leaf_weight=69.854141693504516 0.090032651052751933 1.7241536281617289 1.2118967617745955 leaf_count=2459 26 238 358 internal_value=0 2.1898e-05 -0.000371594 internal_weight=0 71.5783 1.30193 internal_count=3081 2697 384 is_linear=0 shrinkage=0.000400217 Tree=9953 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=1.58877 1.67454 threshold=-0.094679999999999986 -0.10726999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032226101882179629 8.2303263914249166e-05 -4.4947742491094902e-05 leaf_weight=2.3246495620696797 27.726887055282532 40.78791620648235 leaf_count=52 542 2527 internal_value=0 6.59904e-06 internal_weight=0 68.5148 internal_count=3121 3069 is_linear=0 shrinkage=0.000400217 Tree=9954 num_leaves=4 num_cat=0 split_feature=1 47 15 split_gain=1.17903 1.92659 1.53696 threshold=0.12212000000000002 0.11896000000000002 -0.43587999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7842216042756628e-05 -0.00026234584588036834 -0.00040488293942237753 0.00020915748080120315 leaf_weight=64.963779208653932 1.164602360482603 1.6620305444812391 8.9506270544661657 leaf_count=2763 88 64 231 internal_value=0 6.63543e-06 0.000152594 internal_weight=0 66.6258 10.1152 internal_count=3146 2827 319 is_linear=0 shrinkage=0.000400217 Tree=9955 num_leaves=4 num_cat=0 split_feature=42 42 39 split_gain=1.20743 1.29351 0.780476 threshold=-0.108275 -0.10509499999999998 0.15394000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018191365102638423 0.026161780147265796 0.00016844270601259809 0.0070492207615663084 leaf_weight=2.2406975767846684 0.69468617514939879 71.110514597901783 0.58636827766895283 leaf_count=187 6 2882 3 internal_value=0 0.000460257 -0.012887 internal_weight=0 71.8052 2.82707 internal_count=3078 2888 190 is_linear=0 shrinkage=0.0204111 Tree=9956 num_leaves=4 num_cat=0 split_feature=12 474 12 split_gain=1.74392 2.15867 1.96539 threshold=0.084045000000000022 0.084880000000000011 0.090455000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.988209070820548e-05 -0.00025555078705666274 0.00030797956570967415 -1.4413600861452367e-05 leaf_weight=36.293463391123396 7.1524274356568212 4.5969458793151707 21.312053407489202 leaf_count=880 935 123 1107 internal_value=0 5.30229e-05 -7.57694e-05 internal_weight=0 40.8904 28.4645 internal_count=3045 1003 2042 is_linear=0 shrinkage=0.000400217 Tree=9957 num_leaves=4 num_cat=0 split_feature=484 457 150 split_gain=1.47729 1.36369 0.94126 threshold=-0.0048899999999999994 -0.0024349999999999997 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015760390477613906 -0.0087661591516966734 0.002307557027773311 0.013558843525850073 leaf_weight=3.1154369517814753 4.8933201322834057 62.545978879966924 0.44335240469081316 leaf_count=490 147 2445 16 internal_value=0 0.00149086 -0.0118056 internal_weight=0 67.4393 3.55879 internal_count=3098 2592 506 is_linear=0 shrinkage=0.0204111 Tree=9958 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=1.51833 2.57536 1.78441 threshold=0.087515000000000023 -0.07087499999999998 -0.087664999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0089186799981914641 0.0057145457219580338 0.0027772273247690452 -0.0029598806072862996 leaf_weight=16.179026771361581 27.518843772491891 15.046625965522251 15.291217113826859 leaf_count=1490 475 333 809 internal_value=0 -0.00329302 0.00261651 internal_weight=0 31.2257 42.8101 internal_count=3107 1823 1284 is_linear=0 shrinkage=0.0204111 Tree=9959 num_leaves=4 num_cat=0 split_feature=124 133 52 split_gain=1.53913 1.66454 0.531116 threshold=-0.082254999999999981 0.087285000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032265463426639002 9.8353124355549396e-06 -0.00023169339837053355 5.3201067545981403e-05 leaf_weight=3.0183868724816421 60.817326901997831 4.8291536240617452 1.9548560719194927 leaf_count=104 2144 733 71 internal_value=0 -8.29652e-06 0.000220243 internal_weight=0 65.6465 4.97324 internal_count=3052 2877 175 is_linear=0 shrinkage=0.000400217 Tree=9960 num_leaves=4 num_cat=0 split_feature=11 146 15 split_gain=1.77679 1.88049 1.17404 threshold=0.081130000000000022 0.085010000000000016 -0.24269999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023648084762002844 0.006263414042029662 -0.020663223415018604 -0.016453564793258331 leaf_weight=67.612644183968541 1.2014384830836204 1.3991156627016597 3.6351529914727498 leaf_count=2851 31 28 157 internal_value=0 0.00186523 -0.0107965 internal_weight=0 69.0118 4.83659 internal_count=3067 2879 188 is_linear=0 shrinkage=0.0204111 Tree=9961 num_leaves=4 num_cat=0 split_feature=42 34 40 split_gain=1.30501 1.3519 1.18144 threshold=-0.108275 -0.083799999999999986 0.10666500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01890850756740289 -0.013803225608493175 0.0014250267761533586 0.011412395120784668 leaf_weight=2.4007878044423019 2.411200290429405 65.025512158463357 0.59908566623926152 leaf_count=191 84 2816 4 internal_value=0 0.000858563 -0.0126606 internal_weight=0 67.4367 2.99987 internal_count=3095 2900 195 is_linear=0 shrinkage=0.0204111 Tree=9962 num_leaves=3 num_cat=0 split_feature=151 3 split_gain=1.65545 1.28058 threshold=0.12207000000000001 -0.013929999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0017877290820443744 -0.019813332666486667 -0.0038550382871549702 leaf_weight=37.06272964688435 1.842726987953937 30.399075634484689 leaf_count=2399 57 633 internal_value=0 -0.000757142 internal_weight=0 67.4618 internal_count=3089 3032 is_linear=0 shrinkage=0.0204111 Tree=9963 num_leaves=4 num_cat=0 split_feature=3 52 40 split_gain=1.50197 1.38198 1.25112 threshold=0.17769000000000004 -0.41845999999999994 -0.051069999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038280737965886937 -0.00013425208940751377 -6.0507807369542692e-06 0.00032314881211349981 leaf_weight=1.4844990092142314 1.204643160337582 67.477308573373762 3.7396907428228578 leaf_count=306 13 2636 137 internal_value=0 -1.47684e-05 0.000211202 internal_weight=0 68.9618 4.94433 internal_count=3092 2942 150 is_linear=0 shrinkage=0.000400217 Tree=9964 num_leaves=4 num_cat=0 split_feature=457 44 2 split_gain=1.35012 1.55429 1.25891 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.11771500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014631330621988863 0.0015534671691040879 -0.017774224991584681 0.010808854215758485 leaf_weight=4.075775604919726 67.219663805316259 1.6676182212977426 0.91807148081716139 leaf_count=218 2771 52 19 internal_value=0 0.0010575 -0.00981992 internal_weight=0 68.8873 4.99385 internal_count=3060 2823 237 is_linear=0 shrinkage=0.0204111 Tree=9965 num_leaves=3 num_cat=0 split_feature=33 1213 split_gain=1.25388 1.23714 threshold=0.084300000000000014 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00024196441022412361 -0.00030047929173316327 3.1132945918941089e-05 leaf_weight=2.6473830295512917 1.8822597344915255 71.940869445403109 leaf_count=462 62 2571 internal_value=0 2.10917e-05 internal_weight=0 74.5883 internal_count=3095 3033 is_linear=0 shrinkage=0.000400217 Tree=9966 num_leaves=4 num_cat=0 split_feature=484 1444 159 split_gain=1.42855 1.39258 0.820808 threshold=0.088465000000000016 -0.084559999999999982 0.11763000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043219272487497604 -0.0003252060544033137 2.5993400781695406e-06 0.00018086052449331233 leaf_weight=1.1184786756057281 3.0299364245514648 68.299035851656072 0.5385858135014131 leaf_count=23 256 2793 21 internal_value=0 1.02059e-05 -0.000245648 internal_weight=0 69.4175 3.56852 internal_count=3093 2816 277 is_linear=0 shrinkage=0.000400217 Tree=9967 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=1.54779 2.0243 threshold=0.18055000000000002 -0.071899999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0033887592667555424 0.013716875163598726 -0.0036176510936774182 leaf_weight=35.063862488776408 3.4772583438316351 33.468149308138663 leaf_count=1456 31 1621 internal_value=0 -3.31963e-05 internal_weight=0 68.532 internal_count=3108 3077 is_linear=0 shrinkage=0.0204111 Tree=9968 num_leaves=4 num_cat=0 split_feature=48 0 51 split_gain=1.82412 1.79746 1.2119 threshold=0.11978500000000002 -0.13625999999999996 0.12702000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.306832006096227e-05 -0.0004479470703872225 -6.7210499744284368e-05 3.5754122700720333e-06 leaf_weight=21.245065687171518 2.6784720193509193 46.37407319193801 1.4426144067547282 leaf_count=375 73 2570 48 internal_value=0 -2.30888e-05 -0.000293975 internal_weight=0 67.6191 4.12109 internal_count=3066 2945 121 is_linear=0 shrinkage=0.000400217 Tree=9969 num_leaves=3 num_cat=0 split_feature=1374 158 split_gain=1.22498 1.21527 threshold=-0.094679999999999986 0.11034000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00030363138780474167 2.1187499822343808e-05 -0.00039082808129470113 leaf_weight=1.8863957699359151 67.62581526976453 1.0545862402150294 leaf_count=57 2891 135 internal_value=0 1.42352e-05 internal_weight=0 68.6804 internal_count=3083 3026 is_linear=0 shrinkage=0.000400217 Tree=9970 num_leaves=4 num_cat=0 split_feature=1213 39 157 split_gain=1.42091 1.3657 1.22079 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015902567479169176 -0.013677665879142622 0.0014892408485738451 -0.020203999360341191 leaf_weight=0.3840045798569921 2.4583290024893349 65.781044631228269 2.1564110193705792 leaf_count=5 63 2544 467 internal_value=0 0.000921341 -0.0143053 internal_weight=0 68.2394 2.54042 internal_count=3079 2607 472 is_linear=0 shrinkage=0.0204111 Tree=9971 num_leaves=4 num_cat=0 split_feature=1456 1456 3 split_gain=1.3063 1.09233 0.250743 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.15442999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011590391784183668 2.3648938290468699e-05 -0.00030078215856145865 -0.0003788633825842862 leaf_weight=0.13204192616831267 67.243417203741501 1.5926343626360893 1.508935026806056 leaf_count=6 2509 260 284 internal_value=0 1.56664e-05 -0.000334191 internal_weight=0 68.8361 1.64098 internal_count=3059 2769 290 is_linear=0 shrinkage=0.000400217 Tree=9972 num_leaves=3 num_cat=0 split_feature=49 47 split_gain=1.42543 1.7194 threshold=-0.18648999999999996 0.10783500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00020072398961809435 -5.9281892953292909e-05 0.00012322305799398732 leaf_weight=4.3557542638991427 56.832109375559526 9.5658738560805414 leaf_count=74 2822 196 internal_value=0 -3.28255e-05 internal_weight=0 66.398 internal_count=3092 3018 is_linear=0 shrinkage=0.000400217 Tree=9973 num_leaves=4 num_cat=0 split_feature=3 50 12 split_gain=1.31861 1.78509 1.19121 threshold=0.17769000000000004 0.083800000000000013 -0.052409999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060056610980920835 -0.0028234052883805792 -0.01183285167507267 0.017602094907034592 leaf_weight=62.911854758132449 1.8055183539690913 5.0964372461453413 3.2252090287074671 leaf_count=2405 66 559 81 internal_value=0 -0.000349093 0.0103696 internal_weight=0 68.0083 5.03073 internal_count=3111 2964 147 is_linear=0 shrinkage=0.0204111 Tree=9974 num_leaves=4 num_cat=0 split_feature=49 3 49 split_gain=1.56592 2.20011 2.12082 threshold=-0.085934999999999984 -0.0020499999999999997 -0.081554999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3061729226528338e-05 0.00037350777615848885 -0.00035620340172371379 3.757821881270887e-05 leaf_weight=5.967107695307277 3.0580667048925525 3.6813848175806907 60.768998692398782 leaf_count=137 47 56 2859 internal_value=0 -0.000117845 5.42991e-05 internal_weight=0 9.64849 63.8271 internal_count=3099 193 2906 is_linear=0 shrinkage=0.000400217 Tree=9975 num_leaves=3 num_cat=0 split_feature=1375 1374 split_gain=1.37312 1.09346 threshold=-0.43271999999999994 0.086000000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021918819718572877 0.0014467363177477477 -0.013812247373790614 leaf_weight=0.99328540533860987 68.166036028882672 1.9027813892753318 leaf_count=15 2997 86 internal_value=0 0.00101099 internal_weight=0 70.0688 internal_count=3098 3083 is_linear=0 shrinkage=0.0204111 Tree=9976 num_leaves=3 num_cat=0 split_feature=483 0 split_gain=1.5608 1.26687 threshold=-0.06916499999999999 0.27898500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02138328792947965 -0.0003001356690903319 0.015369051547339233 leaf_weight=1.3110357055820703 64.814477326293058 2.111332675209268 leaf_count=181 2894 14 internal_value=0 0.00021903 internal_weight=0 66.9258 internal_count=3089 2908 is_linear=0 shrinkage=0.0204111 Tree=9977 num_leaves=4 num_cat=0 split_feature=480 1429 2 split_gain=1.2623 1.21553 0.0433558 threshold=0.086640000000000009 -1.0000000180025095e-35 0.11585500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021159621198732794 -0.020485764287039632 0.00064699686375053393 -0.0077868454567374948 leaf_weight=0.96958482035870375 1.1040887925119012 69.294921302737748 0.33815235476231453 leaf_count=123 166 2758 27 internal_value=0 0.0003129 -0.0182838 internal_weight=0 70.2645 1.44224 internal_count=3074 2881 193 is_linear=0 shrinkage=0.0204111 Tree=9978 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=1.28633 2.8764 1.66428 threshold=-0.008454999999999999 0.17335000000000003 -0.10977499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002049650825808832 0.011778125467106855 -0.035232907563174445 0.00012083918503884228 leaf_weight=39.280375173107132 6.3407985148933248 1.0081894484756038 24.390208666156468 leaf_count=1982 97 11 987 internal_value=0 -0.00297538 0.00256014 internal_weight=0 40.2886 30.731 internal_count=3077 1993 1084 is_linear=0 shrinkage=0.0204111 Tree=9979 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=1.34223 1.23556 0.787311 threshold=0.13662500000000002 -0.10643499999999999 -0.061024999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.5980527435975077e-05 0.00040091107024804387 -4.829350290677803e-05 5.021347414228294e-05 leaf_weight=17.427397297804418 1.885207034902123 47.47681484104794 2.1832102039006704 leaf_count=389 119 2481 59 internal_value=0 -1.48514e-05 0.000219104 internal_weight=0 64.9042 4.06842 internal_count=3048 2870 178 is_linear=0 shrinkage=0.000400217 Tree=9980 num_leaves=3 num_cat=0 split_feature=1453 15 split_gain=1.19872 1.10155 threshold=-0.09343499999999999 -0.095604999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004342571397541784 -9.3459537806933645e-05 1.9360046739323953e-05 leaf_weight=0.87570799696595614 18.545283916406788 53.835562050162707 leaf_count=30 652 2441 internal_value=0 -9.64608e-06 internal_weight=0 72.3808 internal_count=3123 3093 is_linear=0 shrinkage=0.000400217 Tree=9981 num_leaves=4 num_cat=0 split_feature=41 49 42 split_gain=1.22923 1.39024 1.18209 threshold=0.075585000000000013 -0.006494999999999999 0.088085000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.1841923175135966e-05 -0.00036036251698141534 6.1335944807408181e-05 1.8310190177450549e-05 leaf_weight=21.575182068607319 2.6421217501883794 45.319805206932301 2.5167510182609476 leaf_count=576 77 2345 93 internal_value=0 2.15713e-05 -0.000179163 internal_weight=0 66.895 5.15887 internal_count=3091 2921 170 is_linear=0 shrinkage=0.000400217 Tree=9982 num_leaves=3 num_cat=0 split_feature=3 123 split_gain=1.73084 1.586 threshold=-0.52337999999999985 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043745982317886244 -2.1320672455099158e-05 0.00018772320463206443 leaf_weight=1.3558561109239224 62.057627646493756 6.3009832081734194 leaf_count=20 2807 259 internal_value=0 -1.7765e-06 internal_weight=0 68.3586 internal_count=3086 3066 is_linear=0 shrinkage=0.000400217 Tree=9983 num_leaves=4 num_cat=0 split_feature=12 49 3 split_gain=1.42729 2.25413 1.90273 threshold=0.023990000000000004 -0.21083999999999997 -0.015214999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022599086626636381 0.00026123216424753297 -0.00010164779631744846 -1.2288334474391613e-06 leaf_weight=7.2641882603566037 2.9016403323839759 30.807130810289664 29.552454178664448 leaf_count=176 43 2224 650 internal_value=0 -6.96498e-05 4.41525e-05 internal_weight=0 33.7088 36.8166 internal_count=3093 2267 826 is_linear=0 shrinkage=0.000400217 Tree=9984 num_leaves=4 num_cat=0 split_feature=3 3 3 split_gain=1.43752 3.91107 2.565 threshold=-0.083514999999999992 -0.084054999999999991 -0.078644999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000821529948940368 -0.018147547504265862 0.032685731012136829 -0.0015166089047137414 leaf_weight=22.087321812802546 4.1314587445376665 1.6191474888710207 43.503034847051254 leaf_count=1089 591 41 1393 internal_value=0 0.00314127 -0.00299823 internal_weight=0 23.7065 47.6345 internal_count=3114 1130 1984 is_linear=0 shrinkage=0.0204111 Tree=9985 num_leaves=3 num_cat=0 split_feature=453 12 split_gain=1.28918 1.12159 threshold=0.10097500000000002 0.11596500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011062604744972665 -0.021342571493729021 -0.011495410162896486 leaf_weight=69.77902244388531 1.0233571114949871 2.9600662541826059 leaf_count=2925 20 162 internal_value=0 0.000576565 internal_weight=0 72.7391 internal_count=3107 3087 is_linear=0 shrinkage=0.0204111 Tree=9986 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=1.9698 2.37038 1.68816 threshold=-0.10075499999999998 -0.078644999999999979 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5992133740492248e-05 -0.00022965955198310352 6.1346224282327036e-07 0.0003614980286095091 leaf_weight=15.255161298366376 8.3910796826839924 45.334217281952647 3.4820317753046757 leaf_count=387 1286 1379 48 internal_value=0 -3.57545e-05 0.000114576 internal_weight=0 53.7253 18.7372 internal_count=3100 2665 435 is_linear=0 shrinkage=0.000400217 Tree=9987 num_leaves=4 num_cat=0 split_feature=13 13 15 split_gain=1.52548 2.36905 2.13207 threshold=-0.083414999999999975 -0.084169999999999981 0.079530000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067741139684138326 -0.0017202421204426329 0.020387435447738449 -0.015533222460800394 leaf_weight=21.451808214450924 40.771486956553531 2.7712569442114718 5.1498226869002783 leaf_count=892 1290 67 861 internal_value=0 0.00301578 -0.00330331 internal_weight=0 24.2231 45.9213 internal_count=3110 959 2151 is_linear=0 shrinkage=0.0204111 Tree=9988 num_leaves=4 num_cat=0 split_feature=13 16 52 split_gain=1.37329 2.31899 2.24312 threshold=-0.09194999999999999 -0.0081099999999999974 0.11628500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0061403768134437641 -0.0067587547290670503 0.001878017198054905 -0.018090409399446148 leaf_weight=16.059416900850923 28.051140952106948 23.9074817995795 1.6567711590150782 leaf_count=393 1653 966 92 internal_value=0 -0.00278926 0.00377499 internal_weight=0 51.9586 17.7162 internal_count=3104 2619 485 is_linear=0 shrinkage=0.0204111 Tree=9989 num_leaves=3 num_cat=0 split_feature=0 1374 split_gain=1.91174 1.76386 threshold=0.24295000000000003 -0.094679999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038664047728693984 0.00036811523762357064 4.1164322102954559e-06 leaf_weight=1.7906338853354089 2.1395291059743604 67.245129354873598 leaf_count=49 17 3020 internal_value=0 -6.62859e-06 internal_weight=0 69.0358 internal_count=3086 3069 is_linear=0 shrinkage=0.000400217 Tree=9990 num_leaves=4 num_cat=0 split_feature=14 49 48 split_gain=1.32046 1.2803 0.176393 threshold=0.077685000000000018 -0.085934999999999984 -0.031249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0069073084796608328 -0.024216420599996225 0.0015352150954670268 -0.0086532856942192361 leaf_weight=8.4454759260288466 0.8172443993134948 59.53504124813162 0.7335374963849961 leaf_count=181 16 2848 85 internal_value=0 0.000476735 -0.0179333 internal_weight=0 67.9805 1.55078 internal_count=3130 3029 101 is_linear=0 shrinkage=0.0204111 Tree=9991 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.21496 1.19116 threshold=-0.14941999999999997 -0.079274999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014922412236426593 -0.015317442870180376 0.00021495866750759551 leaf_weight=2.1552338692054027 2.0103267506228795 66.735932607381073 leaf_count=41 170 2872 internal_value=0 -0.000263419 internal_weight=0 68.7463 internal_count=3083 3042 is_linear=0 shrinkage=0.0204111 Tree=9992 num_leaves=4 num_cat=0 split_feature=158 51 52 split_gain=1.50089 1.35664 1.32656 threshold=0.084965000000000027 0.091705000000000009 -0.42985499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037677716522131397 -0.00031546340832021611 0.00030673141147741429 2.8334149468487056e-05 leaf_weight=1.2079141407784835 3.5740243452760287 0.56995521904900659 68.580316349439045 leaf_count=284 324 25 2483 internal_value=0 -0.00022407 2.07301e-05 internal_weight=0 4.14398 69.7882 internal_count=3116 349 2767 is_linear=0 shrinkage=0.000400217 Tree=9993 num_leaves=3 num_cat=0 split_feature=453 150 split_gain=1.0513 1.25664 threshold=0.10097500000000002 -0.099594999999999975 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014747367678757849 -0.019438974535118038 -0.00028493909295498914 leaf_weight=2.2828627333583418 1.0408713414217334 71.026252175124796 leaf_count=40 21 3066 internal_value=0 0.000204946 internal_weight=0 73.3091 internal_count=3127 3106 is_linear=0 shrinkage=0.0204111 Tree=9994 num_leaves=4 num_cat=0 split_feature=42 42 133 split_gain=1.67814 2.1304 1.71893 threshold=0.085675000000000015 0.088085000000000011 0.083990000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.4414442915618942e-06 -0.022951057638893792 -0.0026176947599581665 0.0096712802461429888 leaf_weight=45.540666064722245 2.4466359332438996 13.587686159388339 9.0996628459654385 leaf_count=1385 263 966 486 internal_value=0 -0.00585795 0.00162998 internal_weight=0 16.0343 54.6403 internal_count=3100 1229 1871 is_linear=0 shrinkage=0.0204111 Tree=9995 num_leaves=3 num_cat=0 split_feature=51 31 split_gain=1.35605 1.29306 threshold=-0.40148999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038830561092426748 0.00040294327332932565 4.0136790505976243e-06 leaf_weight=1.2733834632872447 1.214493619305357 69.090910967796276 leaf_count=121 94 2945 internal_value=0 1.15348e-05 internal_weight=0 70.3054 internal_count=3160 3039 is_linear=0 shrinkage=0.000400217 Tree=9996 num_leaves=4 num_cat=0 split_feature=157 159 1 split_gain=1.38484 1.66506 1.15781 threshold=-0.084489999999999996 0.11259000000000001 0.10859000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041725617691833737 4.4003525379258069e-05 -0.00032874989809248166 0.00012254181219228079 leaf_weight=1.8976296408304727 69.085712307301719 1.8632158785962918 0.86962505034171034 leaf_count=210 2719 153 28 internal_value=0 3.37119e-05 -0.000249453 internal_weight=0 70.9489 2.76725 internal_count=3110 2872 238 is_linear=0 shrinkage=0.000400217 Tree=9997 num_leaves=3 num_cat=0 split_feature=1132 1 split_gain=1.16103 1.2156 threshold=-1.0000000180025095e-35 0.11584000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018740143444750827 -0.00016652718007266091 0.0069529966134037014 leaf_weight=1.1503492332267331 60.683321012773945 11.847389998376455 leaf_count=26 2656 425 internal_value=0 0.00100532 internal_weight=0 72.5307 internal_count=3107 3081 is_linear=0 shrinkage=0.0204111 Tree=9998 num_leaves=4 num_cat=0 split_feature=3 3 4 split_gain=1.516 2.88394 1.81231 threshold=-0.10643499999999999 -0.077814999999999981 -0.16251999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013150572351816832 -0.011710107443653835 0.0002373967435936436 -0.00025803934827793449 leaf_weight=6.6366753256479596 10.292898173033789 44.037496467609913 11.106632556518205 leaf_count=109 1392 1327 274 internal_value=0 -0.00204549 0.00480831 internal_weight=0 54.3304 17.7433 internal_count=3102 2719 383 is_linear=0 shrinkage=0.0204111 Tree=9999 num_leaves=4 num_cat=0 split_feature=49 15 3 split_gain=1.23352 1.69397 0.441553 threshold=-0.16324999999999998 0.10347000000000002 -0.099894999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037046962412264138 2.2803173851325441e-05 -0.00040983016120290007 0.0001100758630988924 leaf_weight=1.9096913488174321 69.565847778146008 1.36858008868512 2.4440376407128488 leaf_count=16 2796 234 63 internal_value=0 1.38234e-05 0.000230718 internal_weight=0 70.9344 4.35373 internal_count=3109 3030 79 is_linear=0 shrinkage=0.000400217 end of trees feature_importances: Column_1=2628 Column_3=1733 Column_0=1555 Column_4=1545 Column_52=1325 Column_12=1172 Column_15=1146 Column_13=1145 Column_2=1022 Column_43=870 Column_42=691 Column_16=663 Column_48=575 Column_47=543 Column_133=528 Column_49=521 Column_160=471 Column_39=435 Column_150=428 Column_484=427 Column_14=422 Column_123=382 Column_51=359 Column_151=352 Column_11=334 Column_457=322 Column_376=319 Column_1456=280 Column_156=232 Column_403=216 Column_1374=212 Column_1373=201 Column_159=200 Column_38=192 Column_1429=186 Column_132=183 Column_50=179 Column_1375=178 Column_1213=176 Column_31=172 Column_158=161 Column_40=160 Column_147=155 Column_124=154 Column_453=132 Column_483=126 Column_33=118 Column_41=118 Column_157=115 Column_130=112 Column_475=112 Column_155=110 Column_128=106 Column_9=103 Column_474=95 Column_1447=95 Column_1365=94 Column_480=88 Column_456=81 Column_44=80 Column_148=75 Column_131=73 Column_45=69 Column_1444=67 Column_482=66 Column_401=57 Column_149=55 Column_1212=55 Column_46=53 Column_10=52 Column_402=49 Column_1348=42 Column_146=36 Column_472=33 Column_34=31 Column_454=31 Column_8=26 Column_1132=26 Column_448=22 Column_1186=21 Column_1446=20 Column_447=16 Column_129=13 Column_1211=10 Column_104=9 Column_1366=9 Column_1443=9 Column_1452=9 Column_481=8 Column_1210=6 Column_375=4 Column_1372=3 Column_1453=3 Column_1454=3 Column_105=2 Column_121=2 Column_30=1 Column_96=1 Column_374=1 Column_393=1 Column_455=1 Column_1209=1 Column_1455=1 parameters: [boosting: dart] [objective: binary] [metric: binary_logloss,auc] [tree_learner: serial] [device_type: cpu] [data: ] [valid: ] [num_iterations: 10000] [learning_rate: 0.0204111] [num_leaves: 4] [num_threads: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: 2] [min_data_in_leaf: 38] [min_sum_hessian_in_leaf: 0.0150804] [bagging_fraction: 0.79082] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 1] [bagging_seed: 400] [feature_fraction: 0.848344] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 1.24131e-07] [lambda_l2: 0.111968] [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: 17869] [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] [linear_tree: 0] [max_bin: 929] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 175] [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: ] [precise_float_parser: 0] [objective_seed: 16083] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 3.00817] [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